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fahricansecer 21e05148c8
Deploy Iddaai Backend / build-and-deploy (push) Failing after 3m56s
Details
feat: league tier system + retrained V25 models (48 quality leagues) 
- Add LeagueTier DB model and Prisma schema
- Add league-tiers service (CRUD, sync, retrain trigger)
- Add league-tiers controller with admin API endpoints
- Add /v1/admin/retrain endpoint in AI engine (extract→train→reload pipeline)
- Retrain V25 Pro with 48 quality leagues (MS accuracy: 26.9%→51.4%)
- Update qualified_leagues.json (443→48 leagues)
- Include V25 model files in repo for Docker deployment

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-05-20 21:57:15 +03:00

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tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=151
objective=binary sigmoid:1
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] [0:6.7333333333333334] [0:7.5333333333333332] [0:7.7333333333333334] [0:6.583333333333333] [0:1] [0:1] [0:1] [0:1] [0:5] [0:5] [0:5] [0:5] [0:8] [0:1] [0:1] [0:12] [0:1] [0:1] [0.20999999999999999:0.81000000000000005] [0.22500000000000001:0.76000000000000001] [0:13] [0:13] [0:30] [0:24] [0:4.5] [0:4.5] [0:22.550000000000001] [0:17.5] [0:35.5] [0.065285302506677897:0.80962131918207236] [0.090561906180844906:0.4288719106684401] [0.056651501780225801:0.79902050363656307] [0:26] [0:5.0899999999999999] [0:26.5] [0:1.0900000000000001] [0:13.050000000000001] [0:1.76] [0:13.25] [0:3.7400000000000002] [0:12.6] [0:8.5600000000000005] [0:3.5299999999999998] [0:1.72] [0:7.3300000000000001] [0:5.0199999999999996] [0:2.5800000000000001] [0:3.77] [0:4.9100000000000001] [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] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:7.5333333333333332] [0:6.583333333333333] [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] [-1.3574999999999999:1.3799999999999999] [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] [0:11] [0:9] [-1:1] [0:1] [0:6.2000000000000002] [0:7] [0:5.2000000000000002] [0:6.5] [0:5] [0:6.5] [0:6] [0:7] [0:5.3330000000000002] [0:7] [0:1] [0:1] [0:8] [0:8] [0:11] [0:8.5] [-2.2999999999999998:1.8] [-2.2000000000000002:2] [1:30] [1:30] [1:12] [0:1] [0:1] [-5.1669999999999998:5.4000000000000004] [-6.4669999999999996:5.7329999999999997] [-4.5830000000000002:5.7329999999999997] [-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]
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Tree=0
num_leaves=29
num_cat=0
split_feature=45 35 46 53 148 93 132 79 43 123 21 4 3 135 95 122 50 4 26 142 125 26 53 142 54 36 141 136
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threshold=1.135 3.2450000000000006 2.3550000000000004 1.9950000000000003 0.30672192291753003 11.400000000000002 0.47200000000000003 3.2324586768169588 1.0000000180025095e-35 1.7435000000000003 0.30785714285714288 1649.7193789858368 1388.1214344456387 -0.16149999999999998 -1.0000000180025095e-35 1.6285000000000001 1.2150000000000001 1456.7044555742118 0.39050000000000007 0.86450000000000016 2.9000000000000004 0.51354166666666679 2.4650000000000003 0.71550000000000014 1.675 12.275000000000002 2.7000000000000006 5.0500000000000007
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left_child=1 4 8 24 6 10 16 -8 9 15 11 -4 -12 21 -11 -2 -1 -15 19 -7 -20 -6 26 -24 25 -3 -5 -26
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leaf_count=99 1152 2415 406 2855 29 87 3725 416 15 29 86 36 760 16 20 63 32 65 2645 19 18 15 35 15 99 172 17 549
internal_value=1.17374 1.1774 1.16651 1.17997 1.1738 1.16869 1.17426 1.17468 1.1596 1.15999 1.16486 1.16956 1.16241 1.15802 1.14239 1.1607 1.1609 1.15017 1.17047 1.16033 1.17087 1.17247 1.1772 1.16333 1.18247 1.18161 1.17744 1.18593
internal_weight=2866.73 1904.05 962.671 1110.79 793.266 731.926 770.714 747.081 230.745 228.039 232.369 79.7415 152.627 22.5513 8.84012 219.199 23.6338 14.6133 499.557 19.1235 480.434 7.93807 527.16 9.02053 583.629 466.722 518.139 116.906
internal_count=15890 10554 5336 6157 4397 4057 4272 4141 1279 1264 1288 442 846 125 49 1215 131 81 2769 106 2663 44 2922 50 3235 2587 2872 648
is_linear=0
shrinkage=1
Tree=1
num_leaves=29
num_cat=0
split_feature=47 52 35 86 49 31 86 110 148 56 90 86 121 49 86 102 8 15 30 7 11 141 90 86 55 86 41 79
split_gain=326.822 74.948 71.3739 33.7163 32.2681 24.7773 20.1781 17.8855 17.1037 15.9588 14.8289 14.7215 15.5085 15.0166 14.6979 14.5625 13.6985 12.6447 10.8037 11.1582 10.2842 13.8941 8.94422 7.18816 5.90666 8.96231 8.56485 3.20788
threshold=1.655 2.1250000000000004 3.2450000000000006 2.6782352941176475 1.7550000000000001 0.20362176335627663 2.8019607843137257 4.6500000000000012 0.28892252608904478 1.8450000000000004 -0.10249999999999994 3.0790020790020796 1.8945000000000001 3.7850000000000006 3.2559523809523814 2.1210000000000004 0.7678571428571429 0.77500000000000013 0.34833164812942369 18.609177950891425 0.48333333333333339 1.6095000000000004 -0.65249999999999997 3.2679487179487183 1.5050000000000001 2.8596059113300498 2.7250000000000005 2.7221590667924036
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 5 7 24 6 8 9 -1 -3 -9 12 13 -2 15 -6 -8 -14 19 -5 21 -7 -16 -22 26 -26 -4 -13
right_child=1 3 4 18 14 20 16 10 -10 -11 -12 27 17 -15 22 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29
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leaf_count=2194 247 1077 1216 652 3651 52 101 302 124 23 2314 15 39 1047 14 136 514 28 22 74 836 17 338 112 336 76 315 18
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is_linear=0
shrinkage=0.0149824
Tree=2
num_leaves=28
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split_feature=45 35 41 53 93 79 150 102 63 93 131 131 25 130 7 134 41 135 93 110 120 122 121 23 102 39 9
split_gain=317.451 74.7348 60.0524 33.2703 23.6923 22.1226 19.4299 15.8633 12.4037 11.9881 11.7524 11.589 17.4269 11.4742 10.6822 11.8666 10.4658 10.1469 9.92064 9.86871 8.19157 10.3591 9.49994 7.5671 10.9563 7.38894 5.27428
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_count=15890 10554 5336 6157 3923 4397 4334 2922 1413 2815 107 1230 124 1106 1398 102 3235 1296 3850 484 2693 311 2382 63 49 1360 1875
is_linear=0
shrinkage=0.0149824
Tree=3
num_leaves=31
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split_feature=45 41 52 86 86 80 96 149 80 86 36 145 39 53 20 28 26 99 90 102 106 145 147 123 143 53 86 5 41 130
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left_child=1 4 9 6 5 8 15 -7 -1 10 11 -2 -12 25 29 -4 17 -5 19 -11 -8 27 -23 -18 -20 28 -27 -15 -3 -6
right_child=2 13 3 16 14 7 20 -9 -10 18 12 -13 -14 21 -16 -17 23 -19 24 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
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internal_value=0.000121897 0.00364067 -0.00672305 -0.00459935 0.00182321 0.00130026 -0.0059521 -0.00203542 0.00268128 -0.0131194 -0.0144343 -0.021882 -0.0126243 0.00839736 0.0112333 -0.0097414 0.00249363 -0.00693692 -0.00421832 -0.0122508 -0.00380105 0.00402903 -0.00718713 0.00467257 0.00463254 0.00963835 0.00835082 0.00550255 0.0124027 0.0125831
internal_weight=2866 1892.91 973.087 730.535 1369.61 1297.5 613.525 379.9 917.602 242.551 211.332 41.3175 170.015 523.305 72.1067 222.163 117.01 21.9612 31.2191 16.3661 391.362 115.775 13.4437 95.049 14.8529 407.53 278.033 102.331 129.497 68.879
internal_count=15890 10554 5336 4019 7616 7213 3373 2106 5107 1317 1147 224 923 2938 403 1216 646 121 170 89 2157 646 75 525 81 2292 1561 571 731 385
is_linear=0
shrinkage=0.0149824
Tree=4
num_leaves=28
num_cat=0
split_feature=49 35 52 86 53 86 96 79 79 56 26 86 111 99 43 41 86 91 27 133 91 111 39 9 9 111 126
split_gain=284.141 80.1892 67.9963 29.1371 28.5933 25.0014 24.7338 20.0111 17.8163 12.6696 12.1956 11.7965 11.6165 11.0919 10.8136 9.97075 9.93532 10.8231 9.61154 9.37112 8.55173 7.75307 7.03453 6.77382 5.22597 3.72548 3.62317
threshold=2.7750000000000004 3.2450000000000006 2.1250000000000004 2.6782352941176475 1.9950000000000003 3.3454907161803717 2.5000000000000004 2.3358278562287156 3.2324586768169588 1.8350000000000002 0.45645833333333335 3.3110119047619051 5.8500000000000005 0.6132478632478634 1.0000000180025095e-35 2.3250000000000006 2.4724747474747479 0.34708333333333335 0.55612500000000009 1.5855000000000004 -0.12791666666666662 10.65 0.13612102917490423 2.5166666666666671 2.1083333333333338 11.65 1.4145000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 14 6 15 7 9 18 -9 -4 13 20 -8 -5 16 22 17 -2 -1 -18 -6 26 -3 -12 -17 -13 -7
right_child=2 4 3 10 11 21 12 8 -10 -11 23 25 -14 -15 -16 24 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.012195863450180755 -0.013945096677004745 -0.0035295355720961728 -0.0098698487293431801 0.0080588698583991657 -0.0012527004698411584 0.0074397287567995723 -0.0094184850830147156 -0.0011417262032324695 0.0070310255242326345 0.01218786266035622 0.0058415082451388923 0.013974756164508342 -0.0022230856548637891 -0.01171673802714113 -0.042298220386040121 0.0090629794015868615 -0.0012586128219749101 -0.041941377719400819 -0.043678416171074971 -0.019073469283800423 0.0039876714954903587 -0.013866237596422592 0.0068815741136202709 -0.014086822490354183 0.013287144146573879 -0.0026055822223731537 0.016305037906889835
leaf_weight=13.545385584235193 189.18262276053429 15.579038277268408 230.49463225901127 9.0510284304618853 84.950218051671982 18.583174750208855 58.652952328324318 645.78428490459919 65.993264228105545 5.9973208755254737 92.419541731476784 29.872751861810684 356.42293339967728 21.465861797332764 2.8762376308441153 240.92418043315411 26.323165535926819 3.1512752920389167 2.5935636162757865 8.8586672842502576 394.62010776996613 2.6891092061996451 224.49618873000145 3.9941691905260077 90.415049880743027 3.3868708312511435 23.351898327469826
leaf_count=73 1020 87 1256 50 474 104 322 3577 370 33 512 168 1962 118 15 1362 143 17 14 48 2203 15 1262 22 513 19 131
internal_value=0.000120328 0.00359789 -0.00627987 -0.00416391 0.00622608 -9.07013e-05 -0.00544323 -0.000758041 -0.00038398 -0.00931047 0.00240316 0.00365782 -0.00323984 -0.00585147 -0.0134297 0.00853102 -0.0130648 -0.0144038 -0.0172552 -0.00574434 0.0030594 0.010795 0.00620597 0.00501593 0.0102157 0.0122864 0.0123765
internal_weight=2865.68 1856.79 1008.89 778.498 1084.24 772.541 651.568 727.916 711.778 236.492 126.931 512.83 415.076 30.5169 230.392 571.414 227.516 192.334 16.1389 35.1818 479.57 44.6242 240.075 96.4137 331.339 33.2596 41.9351
internal_count=15890 10372 5518 4275 6088 4284 3573 4034 3947 1289 702 2864 2284 168 1243 3224 1228 1037 87 191 2677 250 1349 534 1875 187 235
is_linear=0
shrinkage=0.0149824
Tree=5
num_leaves=28
num_cat=0
split_feature=45 35 41 53 148 96 150 124 92 121 43 135 41 7 123 49 26 26 149 7 55 143 23 143 26 39 9
split_gain=289.079 69.9907 53.4715 31.2244 22.2699 20.8041 17.4147 13.3527 13.3054 12.9124 10.7914 10.4705 9.91935 9.8853 11.6115 9.87551 9.49126 9.08626 14.3179 8.95025 8.91579 8.29061 8.2841 8.19507 7.49102 7.01221 5.16285
threshold=1.135 3.2450000000000006 1.7550000000000001 1.9950000000000003 0.30672192291753003 2.5000000000000004 0.62017637310606066 0.90000000000000013 0.31958333333333339 1.9500000000000002 1.0000000180025095e-35 -0.16149999999999998 2.3250000000000006 -31.629406622321195 1.7435000000000003 2.8450000000000002 0.51683333333333337 0.3886607142857143 0.56364786838566816 22.882297798262247 1.4950000000000003 -0.59749999999999981 1.4500000000000002 -1.2689999999999997 0.51354166666666679 0.13612102917490423 2.1083333333333338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 12 6 8 7 -1 9 -4 13 24 25 16 -15 21 -2 18 -7 -10 -8 -5 -13 -19 -6 -3 -14
right_child=2 3 5 15 11 17 20 -9 19 -11 -12 22 26 14 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28
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leaf_weight=112.93986205756664 14.627116039395334 16.335061311721802 219.01897957921028 144.06174983084202 5.3727728724479693 12.437174886465074 80.101456046104431 570.41129145026207 14.657037749886515 26.159579738974571 2.9345522671937934 2.6051716953515998 239.74287052452564 229.61218553781509 11.441170960664747 4.746538281440734 4.5051222145557395 25.505037665367126 3.8326687067747107 2.5878941416740409 5.9215467870235434 373.53549414873123 12.520940393209456 412.27223049104214 2.7251926213502884 224.9285019338131 89.762123554944992
leaf_count=625 78 91 1190 806 29 68 451 3163 80 142 15 14 1362 1235 61 26 24 140 21 14 33 2090 67 2268 15 1269 513
internal_value=0.000118768 0.00354873 -0.0064839 0.00600659 0.000158963 -0.00436262 0.000595292 -0.000204459 -0.00772081 -0.00861552 -0.0122601 -0.0142959 0.00842898 -0.0119379 -0.0111151 0.00335963 -0.0223038 -0.0024217 -0.0134158 0.00499967 0.00694837 0.00355691 -0.0216566 -0.00201311 -0.000546878 0.00612076 0.0101191
internal_weight=2865.3 1885.71 979.591 1093.11 792.598 716.471 769.374 683.351 262.423 245.179 263.12 23.2241 570.769 260.186 241.053 522.344 19.1322 454.047 16.2698 17.2449 86.023 517.597 15.1261 437.777 8.09797 241.264 329.505
internal_count=15890 10554 5336 6157 4397 3923 4272 3788 1426 1332 1413 125 3235 1398 1296 2922 102 2497 89 94 484 2896 81 2408 44 1360 1875
is_linear=0
shrinkage=0.0149824
Tree=6
num_leaves=31
num_cat=0
split_feature=47 41 41 79 79 93 35 123 29 131 130 131 47 28 30 31 93 91 45 55 135 93 143 31 133 104 133 93 134 41
split_gain=280.468 73.175 49.2289 23.8297 20.9501 20.5032 15.3363 13.5894 16.3161 13.5663 13.2883 12.7259 12.2782 11.6626 10.7896 10.7866 9.90989 9.03725 9.13247 8.85392 8.36397 8.05751 7.52893 9.63857 7.48032 7.18826 7.17841 6.35318 4.61266 5.9272
threshold=1.7150000000000001 2.2350000000000008 1.7550000000000001 3.2324586768169588 2.1662177642542404 11.400000000000002 3.2450000000000006 1.7435000000000003 3.6458333333333335 1.9500000000000002 1.1835000000000002 1.7070000000000001 1.2150000000000001 3.183333333333334 0.11258802816901407 0.13704153778170566 17.550000000000004 -0.40958333333333324 1.2050000000000003 1.4750000000000003 -0.070999999999999994 9.9000000000000021 -0.93549999999999989 0.11330480451274071 1.7890000000000004 0.46950000000000003 2.0500000000000003 26.550000000000004 0.023500000000000004 2.3250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 16 9 -6 11 21 15 -10 14 28 -11 -2 -4 -1 18 -7 24 -21 -9 23 -14 -5 -13 -19 -24 -3 -30
right_child=2 12 5 19 6 17 -8 8 10 13 -12 25 22 -15 -16 -17 -18 26 -20 20 -22 -23 27 -25 -26 -27 -28 -29 29 -31
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leaf_weight=11.334712147712706 99.09688264131546 136.63624057173729 88.537793815135956 73.196418166160583 740.05053725838661 9.2582102715969068 507.62019419670105 3.0104682743549329 3.415995627641677 4.2505066096782667 3.0095123946666718 4.4699828177690488 11.149445518851278 6.9166699945926666 150.39838661253452 111.18550983071327 4.3034995794296256 381.71031549572945 5.8531703203916541 9.8801127225160617 13.23312523961067 5.5317267328500748 187.93563605844975 42.269783332943916 76.493235066533089 3.7217763513326645 31.374209269881248 33.601114138960838 10.215914636850355 95.231706142425537
leaf_count=60 529 783 479 414 4097 51 2843 16 18 23 16 24 63 37 805 602 23 2096 32 55 74 29 1063 239 433 20 172 190 58 546
internal_value=0.000117219 0.00332007 -0.00674399 0.00158001 0.00086623 -0.00447003 0.00108223 -0.012074 -0.0259525 -0.00829392 -0.00791638 -0.0112679 0.00815317 -0.0243643 -0.0118712 -0.00739537 -0.0163673 -0.00258673 0.00879334 0.00679827 -0.00183228 -0.0395194 0.00598678 0.000937958 0.0081309 0.00710684 -0.00300304 0.00720421 0.0106137 0.00825956
internal_weight=2864.89 1953.15 911.741 1436.11 1263.31 639.086 1247.67 272.655 14.9677 210.89 6.42551 257.687 517.04 11.1672 249.495 199.723 15.6382 428.196 15.1114 172.803 23.1132 8.5422 274.956 53.4192 149.69 8.19176 413.085 221.537 242.084 105.448
internal_count=15890 10941 4949 7999 7023 3492 6940 1457 79 1141 34 1378 2942 60 1334 1081 83 2351 83 976 129 45 1555 302 847 44 2268 1253 1387 604
is_linear=0
shrinkage=0.0149824
Tree=7
num_leaves=29
num_cat=0
split_feature=41 55 41 79 55 55 91 79 96 7 95 16 102 149 149 1 127 132 146 126 55 4 79 84 84 121 41 79
split_gain=204.698 104.356 39.1827 31.0331 18.5308 16.7833 19.2156 16.2238 14.781 15.8575 14.248 12.9426 12.6578 10.7644 9.7301 9.52744 9.48141 7.77962 7.76273 7.57928 7.02174 7.37412 7.68363 5.99088 5.87308 5.54914 5.30354 1.34992
threshold=1.9950000000000003 1.7550000000000001 2.4250000000000003 3.2489714609078679 1.3050000000000004 1.5150000000000003 0.40375000000000011 2.526178411230692 3.5000000000000004 39.485678500124216 1.0000000180025095e-35 1.5000000000000002 2.2810000000000001 0.50622604215781086 0.56872619447711881 1653.5881454049349 1.7890000000000004 1.2680000000000002 0.0011500000000000002 0.81650000000000011 1.5050000000000001 1393.2433910029033 2.6906999843170061 0.017970779220779203 0.079621710526315767 1.1835000000000002 2.7250000000000005 3.104222280902261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 13 7 -7 -1 9 10 -3 19 15 -2 -14 -6 25 -15 -18 -10 24 27 -23 -13 26 -5 -4 -22
right_child=2 8 20 16 12 6 -8 -9 11 -11 -12 23 14 17 -16 -17 18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29
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leaf_count=418 14 1293 588 68 4235 3245 24 1910 159 24 253 122 63 209 45 574 224 594 44 609 62 76 475 22 14 204 278 14
internal_value=-7.21995e-05 -0.00369149 0.00436732 -0.00120663 0.0030423 -0.00197139 -0.00358372 0.000323891 -0.00967556 -0.0117078 -0.0121389 -0.00614347 0.00222664 0.00803114 -0.0097362 0.00249698 0.00697636 0.00857408 0.011755 -0.00793567 0.0095358 0.00664377 0.00520022 0.00345881 0.0116154 0.00229501 0.01199 0.0171039
internal_weight=2859.68 1575.37 1284.31 1113.14 1022.24 1018 597.96 420.042 462.227 293.409 288.983 168.819 878.594 143.646 19.4153 859.178 95.1395 141.172 47.0806 142.266 262.068 109.623 96.3291 26.553 152.445 48.0589 150.012 13.2938
internal_count=15860 8619 7241 6137 5734 5597 3269 2328 2482 1570 1546 912 4917 817 108 4809 540 803 268 768 1507 627 551 144 880 272 866 76
is_linear=0
shrinkage=0.0149824
Tree=8
num_leaves=30
num_cat=0
split_feature=47 41 47 86 86 86 49 86 28 94 86 80 92 28 3 5 86 86 20 42 142 28 38 91 48 11 102 91 37
split_gain=257.4 51.6589 51.4391 35.4535 29.0077 37.5536 23.9441 21.5948 23.9164 18.7638 18.546 15.8031 14.4005 13.9539 12.5451 11.2194 10.6902 9.59445 13.7677 8.9365 14.0733 8.63192 7.52723 5.51716 4.88272 8.58395 4.72801 3.55266 1.42988
threshold=1.655 2.2250000000000005 2.0050000000000003 2.9550505050505058 1.0000000180025095e-35 1.9186507936507939 1.6850000000000003 2.7815482502651117 6.8944444444444457 8.4000000000000021 2.5904139433551205 0.13143836459335737 0.52666666666666684 4.0500000000000007 1439.2655745622717 1531.3930399078306 3.8473193473193477 3.1266025641025643 1.0000000180025095e-35 2.4950000000000006 0.40250000000000008 5.7071428571428582 0.24198968565622353 0.26250000000000001 2.6650000000000005 0.51666666666666672 1.2765000000000002 -0.39124999999999993 0.60172727733544462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 11 -6 24 8 9 -2 12 -1 15 14 -12 -4 21 18 -8 20 -9 -5 -21 -19 27 -26 -15 -3 -18
right_child=2 6 10 16 5 -7 17 19 -10 -11 13 -13 -14 26 -16 -17 28 23 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30
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leaf_weight=722.69459137320518 154.44542272388935 13.745275497436522 309.98446783423424 171.67172385752201 17.566651448607445 263.61322040855885 100.34349769353867 8.0589677393436414 4.9940127730369559 456.8959147632122 7.4730224758386603 9.7290039956569654 4.3359082937240592 13.533477544784548 26.705017879605293 10.413184612989424 17.088875308632854 28.441299244761471 187.27339246869087 3.7766693085432044 5.8276938050985327 22.812345579266548 86.622202232480049 2.7941238433122626 3.6198182404041281 97.962775707244873 2.608377367258071 102.0450579226017 2.4577679187059394
leaf_count=4044 833 80 1647 964 97 1467 570 44 27 2494 40 51 23 73 143 56 97 163 1065 21 32 128 477 16 21 567 14 592 14
internal_value=-7.0927e-05 0.00347187 -0.00577426 0.00177729 0.000607309 -0.00348334 0.00735143 -0.00343229 -0.00449915 -0.0042324 -0.0102741 0.00217772 -0.0115856 -0.00181049 -0.00723253 -0.0112185 0.00731808 0.00473738 0.0038809 0.00287291 -0.00831722 0.00625656 0.00459188 0.0126238 0.0111858 0.00878846 0.00966989 0.013289 0.01788
internal_weight=2859.53 1763.86 1095.67 1227.63 1013.6 281.18 536.225 720.621 616.335 611.341 375.053 732.424 324.734 50.3199 34.178 320.398 214.031 318.852 287.617 104.286 13.8867 194.484 90.3989 31.2354 217.373 101.583 16.1419 115.79 19.5466
internal_count=15860 9936 5924 6862 5659 1564 3074 3928 3354 3327 1996 4095 1726 270 183 1703 1203 1814 1635 574 76 1092 498 179 1260 588 87 672 111
is_linear=0
shrinkage=0.0149824
Tree=9
num_leaves=30
num_cat=0
split_feature=45 41 52 49 98 150 91 80 52 14 10 11 109 80 98 115 90 103 91 15 20 90 10 26 133 120 30 39 114
split_gain=239.533 56.8801 43.8597 23.9325 23.6286 22.5273 14.3095 14.1256 15.7038 12.5382 11.6903 10.8044 11.0335 10.3835 9.85221 9.63393 9.52167 13.7022 9.77535 8.99559 8.66958 15.921 9.27739 8.32616 8.01837 7.17668 8.65327 5.20598 4.15886
threshold=1.135 2.2250000000000005 2.1250000000000004 1.7250000000000003 0.82971014492753636 0.47790319171422535 -0.51958333333333317 0.032064909297052156 2.9850000000000008 0.22500000000000003 2.2071428571428577 0.55238095238095253 2.5000000000000004 0.13143836459335737 0.88562091503267981 0.9285000000000001 -0.20541666666666661 0.39350000000000007 -0.066249999999999934 0.90000000000000013 1.0000000180025095e-35 0.073749999999999968 0.30952380952380959 0.43527777777777782 2.2680000000000002 0.89450000000000018 0.077849927849927822 0.37316260855739952 2.4500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 23 16 6 -1 24 -9 25 15 14 -13 -8 -6 -11 17 -4 -18 -12 21 -5 -22 27 -7 26 -2 -3 -25
right_child=2 3 4 20 11 7 13 8 -10 10 19 12 -14 -15 -16 -17 18 -19 -20 -21 22 -23 -24 28 -26 -27 -28 -29 -30
leaf_value=-0.029853508957829247 0.0083718204891480453 -0.024249487605884523 0.0069459865194208027 -0.0018399772075315946 0.0082747172289600636 0.0052044223054356345 -0.0017247247634285293 0.0010465192942596656 0.0058999380786267513 -0.017763737620065379 -0.013953318134117215 -0.0066920958529828314 -0.025624912044193544 -0.014800566476666274 -0.022967372494315932 -0.010037025664906904 0.0031645306187645167 -0.010895090035102714 -0.0027922482334195543 -0.044238561348910348 -0.012650249512726787 0.012836214761630124 0.0069015069975469131 0.010341919265306592 0.01710561999018035 0.020100310643237779 -0.016628596358919338 0.0068623257136450691 0.015880580690261176
leaf_weight=4.5378137528896323 6.3266180604696292 2.4116155058145514 11.629836440086363 86.032501146197319 2.5889645814895657 33.830582305788994 152.85675612092018 917.3825598359108 178.81716115772724 45.031629428267479 4.3909976035356504 150.23743899166584 7.2425173521041861 14.967065289616583 18.149177297949791 185.16283011436462 72.277643501758575 57.136240035295486 428.23403795063496 4.4153296649456024 5.6129823625087729 20.556800857186317 185.02296940982342 195.97791896760464 20.352737262845039 3.604826182126998 6.1082112938165665 2.417528361082077 36.026017814874649
leaf_count=25 33 14 63 489 14 193 845 5125 1008 236 23 805 39 78 97 972 395 311 2333 23 32 117 1056 1142 117 19 32 14 210
internal_value=-6.96423e-05 0.00311674 -0.00597116 0.00724362 -0.00414068 0.00145051 -0.00360073 0.00220734 0.00183823 -0.0113361 -0.0121967 -0.0089015 -0.00756282 -0.00289087 -0.0190671 -0.0115486 -0.00265026 -0.00787778 -0.00193204 -0.0291379 0.0044125 0.000990474 0.00632583 0.0107967 0.00967484 0.00148711 -0.00390884 -0.00867458 0.011202
internal_weight=2859.34 1856.8 1002.54 534.058 747.496 1322.74 172.362 1150.38 1096.2 255.04 239.001 178.218 157.48 167.824 20.7381 230.194 569.278 68.7661 500.512 8.80633 297.225 106.589 190.636 236.833 54.1833 16.0397 12.4348 4.82914 232.004
internal_count=15860 10465 5395 3074 4057 7391 948 6443 6133 1338 1254 955 844 923 111 1208 3102 374 2728 46 1694 606 1088 1380 310 84 65 28 1352
is_linear=0
shrinkage=0.0149824
Tree=10
num_leaves=31
num_cat=0
split_feature=47 35 47 86 53 96 131 86 86 86 79 91 92 9 5 38 86 41 120 91 96 102 86 26 9 41 96 117 1 79
split_gain=242.173 50.8507 48.003 28.8682 27.3504 22.5702 21.2118 18.4474 18.0158 17.6885 15.5935 13.8964 13.5404 11.7113 10.7051 10.4872 9.99587 12.3766 10.9166 9.72092 8.88221 13.1625 8.6811 7.2969 15.14 6.6922 6.36822 5.67783 4.2593 0.000196216
threshold=1.655 3.3250000000000006 2.0050000000000003 2.9550505050505058 1.7650000000000003 2.5000000000000004 1.5635000000000001 3.1519230769230773 2.9205263157894739 2.5904139433551205 2.7126657965823902 -0.12791666666666662 0.52666666666666684 0.13809523809523808 1531.3930399078306 0.280222593758502 2.6698717948717952 1.7950000000000002 0.47200000000000003 -0.43624999999999986 4.5000000000000009 1.1815000000000002 3.8473193473193477 0.43527777777777782 1.6547619047619049 2.3250000000000006 3.5000000000000004 0.87500000000000011 1538.5740215023743 3.2144061295847015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 23 8 10 11 13 12 -1 -6 14 -2 -4 -10 18 -18 -7 -8 21 -11 26 24 -3 -25 -5 -9 -22 -24
right_child=2 4 9 22 7 16 19 27 15 20 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 28 -23 29 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0060549537275707693 -0.038286711309441827 -0.035485055395302931 -0.011310782834347185 0.0026690793914698825 -0.0020863539891222385 -0.030862521225546433 -0.01149957644729575 0.012066040348455815 -0.0052152345193944771 -0.0013254200426904843 -0.00038887704566984506 0.0041807613309662118 -0.037175193450485484 -0.0076147666010346381 0.0041192727972179542 0.011921297463801519 -0.0089138023154206169 0.0069565991749643971 -0.0019510566531934154 0.0047904925530135884 0.019958951902204234 -0.026999119718187505 0.019399595339550869 0.0064036554428352679 0.011786377014413428 0.011377571846937528 0.0094133282498393579 -0.011122464164943091 -0.0032648394183881955 0.019259189735176228
leaf_weight=158.18845441937447 2.8261272460222235 2.4573939293622962 313.10477761924267 68.531533241271973 95.217065095901489 2.9553333073854438 8.6640517115592939 68.103907719254494 15.003858476877211 37.274504169821739 350.83835838735104 478.6900060325861 4.4335605502128592 248.59223318099976 10.429090380668638 17.21276681125164 13.62321726977825 57.953705832362175 365.07489155232906 161.47353519499302 5.6102724969387037 5.0952713042497626 7.0326060205697996 86.741988182067871 3.9905346781015396 202.40856912732124 58.047655865550041 2.455725982785224 2.5915405750274658 4.4908759444952011
leaf_count=869 15 14 1647 385 537 16 48 391 82 199 1959 2715 23 1333 56 94 75 321 1992 903 30 27 40 496 23 1189 327 14 14 26
internal_value=-6.84067e-05 0.00338421 -0.00557531 0.000650836 0.00576054 -0.00331285 -0.000618926 0.00402979 -0.00660788 -0.009898 -0.0021497 0.00314098 -0.0111698 -0.00795955 -0.0108134 0.00394051 -0.00118689 0.00393599 -0.00218322 0.00396094 -0.0016503 -0.00441288 0.0068953 0.00953393 -0.00622948 0.00988545 0.00576191 0.011259 0.0126209 0.0193449
internal_weight=2859.11 1757.33 1101.78 817.267 940.065 723.242 679.164 644.467 283.635 378.539 509.027 573.907 327.967 251.418 323.534 32.2166 439.607 71.5769 368.03 170.138 50.5716 42.3698 138.103 295.598 6.44793 289.151 126.579 70.5596 8.20181 11.5235
internal_count=15860 9936 5924 4557 5379 3928 3779 3657 1524 1996 2828 3252 1726 1348 1703 176 2404 396 2008 951 270 226 778 1722 37 1685 712 405 44 66
is_linear=0
shrinkage=0.0149824
Tree=11
num_leaves=28
num_cat=0
split_feature=51 54 86 148 86 52 49 86 97 119 51 86 2 92 110 90 149 135 26 38 91 90 92 4 0 6 133
split_gain=225.689 52.62 43.608 32.7992 31.1178 29.2161 19.0662 18.9809 17.5315 14.2455 13.4233 11.4277 10.8753 13.5828 12.835 10.608 10.4012 9.61357 8.71612 8.06638 7.70484 7.39775 7.22174 6.40134 6.77889 3.72539 1.3466
threshold=1.2450000000000003 1.385 2.709384164222874 0.15750136840413273 2.9550505050505058 2.1250000000000004 1.7250000000000003 1.0000000180025095e-35 1.5000000000000002 2.9000000000000004 1.4450000000000001 3.1519230769230773 6.0333456220189428 0.40041666666666681 5.5500000000000007 -0.035416666666666645 0.60168717554316486 -0.30549999999999994 0.43527777777777782 0.22373561970053454 0.054583333333333255 0.033749999999999954 -0.49208333333333326 1499.9863979603645 1492.2338697720527 1475.8019458736442 2.6125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 23 7 12 18 -5 17 -6 16 19 14 -14 -2 -10 21 -7 -3 -8 -18 -4 -13 26 -25 -20 -1
right_child=2 6 10 4 9 8 11 -9 15 -11 -12 22 13 -15 -16 -17 20 -19 25 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.012978875457603121 -0.0085742665475449249 -0.010455434208450328 0.0011557599052039479 0.00086865100047691724 0.0071015208223686342 -0.017588568387168081 0.0013693944873323237 -0.003772188878159138 -0.0085637426935197391 -0.019606741523687053 -0.024107310242636047 -0.0049183433060989087 -0.0063625932541502145 -0.028349822524180959 -0.018068880026666623 -0.0027262500192069563 -0.028631404766754631 -0.0079539327833373988 0.016045481991391535 0.0058066505997780909 -0.00015391817994603226 0.008779897059110026 0.013142306409138098 -0.00079172619591669788 0.013201654574046515 0.0098345661010532121 0.019156523658822183
leaf_weight=14.323768749833105 51.91258630156517 4.5272975564002982 93.469310611486435 715.11119481921196 172.3496977686882 27.880313917994499 174.11053647100925 273.48299707472324 86.896345645189285 4.6024845391511908 4.397571697831153 5.5645995587110511 91.766952812671661 6.7722297608852378 83.151390910148621 356.80686742067337 4.0257429629564268 139.9030914157629 24.519240990281105 194.91292785108089 4.5352013558149338 41.142943859100342 46.491521865129471 14.18552051484585 17.185150966048241 187.0935585796833 17.718614310026169
leaf_count=83 269 26 511 3984 975 148 996 1516 468 26 23 32 477 35 430 1934 22 745 145 1107 25 226 269 82 99 1103 104
internal_value=-6.71768e-05 0.00300301 -0.00583906 0.00119144 0.000620531 -0.0071513 0.00649686 -0.000415183 -0.00542949 0.00640684 0.00167569 0.00464011 -0.0116584 -0.0078737 -0.0144196 -0.00386948 0.00246762 -0.00955491 0.0101141 0.00371309 -0.0135454 0.00348601 0.0112117 0.0116849 0.00687398 0.0105542 0.016395
internal_weight=2858.84 1866.18 992.661 1228.96 1165.55 845.09 637.22 988.594 611.487 176.952 147.571 421.08 233.603 98.5392 135.064 443.703 143.173 167.783 216.14 369.023 8.56094 134.612 52.0561 63.4131 31.3707 211.613 32.0424
internal_count=15860 10547 5313 6869 6501 4506 3678 5500 3295 1001 807 2404 1211 512 699 2402 784 893 1274 2103 47 737 301 368 181 1248 187
is_linear=0
shrinkage=0.0149824
Tree=12
num_leaves=29
num_cat=0
split_feature=51 41 86 86 89 86 41 53 23 89 96 51 4 118 126 103 9 86 20 147 116 27 91 91 123 4 56 4
split_gain=218.676 54.8086 42.0752 35.9095 31.4732 47.1593 27.2379 19.4981 16.0126 15.4892 14.7747 12.8983 11.3503 11.1421 11.1157 11.7694 11.3088 9.55282 14.2676 7.89712 7.38611 17.7503 6.07234 5.54771 5.01344 3.71208 3.78921 1.01424
threshold=1.2450000000000003 2.2250000000000005 2.709384164222874 2.9550505050505058 1.0000000180025095e-35 1.9455882352941178 1.7950000000000002 1.7650000000000003 2.4500000000000006 0.19000000000000003 2.5000000000000004 1.4450000000000001 1404.9971632473028 0.3665000000000001 1.6835000000000002 1.9515000000000002 2.3095238095238098 3.1266025641025643 1.0000000180025095e-35 0.44938700955042282 -0.83349999999999991 0.47788888888888897 -0.21499999999999994 0.26250000000000001 1.9750000000000003 1382.0391509513181 1.8950000000000002 1312.0271413885068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 8 -6 14 25 -1 24 13 20 -12 -8 16 -16 -2 18 -9 -11 21 -4 -22 -19 -5 27 -27 -3
right_child=2 7 11 9 5 -7 10 17 -10 19 12 -13 -14 -15 15 -17 -18 23 -20 -21 22 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.0019007065118573823 -0.0084987910320271556 0.01063512002773183 -0.021637322266771272 0.016653235004925077 -0.025695374369986885 -0.0022765280019314601 0.010937930175808084 -0.00096458367737802518 0.0029645085996450183 0.008969342883692371 0.005930544257425909 -0.0234708007752541 -0.0037250378674211515 -0.0089066329829803371 -0.018721368511543865 0.010863528141806826 -0.022440414915940985 0.014422583722746848 0.0061933147926735562 0.002396699721772368 -0.0017299798347852895 0.0060960139905681283 0.0058578795256161295 -0.0077971304826271572 -0.0020874626113204912 0.0063470919058863876 0.011025170329181473 0.018141560365296551
leaf_weight=200.8760089725256 289.47634790837765 5.355542033910754 9.0329679250717181 38.674969896674156 20.754176914691925 275.82207711040974 6.5925190746784201 95.689274072647095 622.21496267616749 67.430699780583382 30.223609551787376 4.4487637877464286 285.26810148358345 173.37478224933147 46.214189797639847 3.2292979061603537 13.677270904183386 28.464575439691547 180.27019070088863 104.8261054456234 32.171148031949997 12.146279424428938 89.638435110449791 2.767533838748931 3.4936987161636344 52.818613231182098 147.13835726678371 16.456944137811661
leaf_count=1119 1509 32 49 221 113 1530 35 545 3486 383 164 23 1549 919 242 17 71 167 1035 596 177 67 491 16 20 312 874 98
internal_value=-6.5983e-05 0.00296313 -0.00573493 0.00134501 0.000269322 -0.00391536 -0.00701923 0.0070442 0.00177715 0.00696194 -0.00475411 0.00165232 -0.00280005 -0.00817969 -0.0102021 -0.0167891 -0.00912779 0.00460014 0.00371131 0.00496959 0.00243397 -0.00573229 0.00385385 0.0124536 0.0151006 0.0104297 0.00978946 0.0162985
internal_weight=2858.55 1863.05 995.494 1334.09 1119.67 296.576 848.056 528.961 823.091 214.425 495.459 147.438 315.492 179.967 352.597 49.4435 303.154 307.192 275.959 172.257 142.989 21.1792 121.81 31.2321 42.1687 221.769 199.957 21.8125
internal_count=15860 10547 5313 7468 6248 1643 4506 3079 4605 1220 2667 807 1713 954 1839 259 1580 1763 1580 979 784 116 668 183 241 1316 1186 130
is_linear=0
shrinkage=0.0149824
Tree=13
num_leaves=29
num_cat=0
split_feature=47 41 47 80 47 91 98 131 36 13 141 91 10 53 94 115 126 105 103 122 104 38 24 141 114 27 55 12
split_gain=221.397 46.2277 43.4139 22.9758 21.0679 15.0339 14.247 13.8468 12.5921 12.1582 10.6954 10.3923 9.44319 9.68941 12.457 10.7238 9.16862 8.25709 7.99544 11.4833 7.89603 7.5992 7.75869 5.72323 4.84827 4.70984 4.38525 2.93353
threshold=1.655 2.2250000000000005 2.0050000000000003 0.091836020687557016 1.2150000000000001 0.40375000000000011 0.77525252525252542 1.5635000000000001 10.825000000000001 0.55000000000000016 -2.0584999999999996 -0.51958333333333317 2.0690476190476197 3.5250000000000004 14.550000000000002 1.9285000000000003 1.6460000000000001 1.2345000000000004 1.0475000000000001 1.0250000000000001 0.25050000000000006 0.23328217772594834 0.77500000000000013 -0.93799999999999983 2.4500000000000006 0.49118055555555562 1.4950000000000003 0.55000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 24 6 10 8 -1 -8 -2 -5 13 14 -4 -15 -9 -13 19 -14 -20 22 -6 -23 26 -7 -3 -26
right_child=2 4 12 11 21 25 9 16 -10 -11 -12 17 18 15 -16 -17 -18 -19 20 -21 -22 23 -24 -25 27 -27 -28 -29
leaf_value=0.0010949427168223847 -0.021861473864391686 0.010561666679769266 -0.010692593927555968 -0.035912755939575824 0.0016897443210619619 -0.014186591483223047 -0.0044496273523775432 0.0027695764132856034 0.019270703772036272 -0.013493396584497859 -0.0012986084214929269 -0.0054940366046494198 -0.047809586644082844 -0.016254480198637181 -0.0045420314732595637 0.0041588833183052593 0.0081236857759294026 0.013869015211589703 -0.029786484079188116 -0.017668693413982479 0.00013974189559030526 -0.0042234750571189406 0.0076878769821131692 0.011741371001401581 0.017455241710204815 -0.042532798661984776 0.0048859030494275866 0.0055661496106880187
leaf_weight=820.4143068343401 5.7445847839117041 157.41426393389702 147.76719203591347 2.4161760509014121 182.6061298251152 2.6287367492914191 185.8418597728014 166.78152985870838 8.6461918503046018 40.670623987913132 489.38099120557308 92.449806869029999 3.7290077805519131 55.534270495176315 147.90210478007793 6.4473727047443381 126.05939941108227 5.222837731242179 2.6930785328149778 11.86664207279682 7.46478371322155 5.7312472164630881 65.869972676038742 41.821001499891281 29.022627517580986 2.6343832165002823 37.917279109358788 5.5494029372930518
leaf_count=4610 31 940 770 13 1048 14 992 940 50 216 2661 504 19 284 775 33 716 29 14 62 39 33 380 242 174 14 224 33
internal_value=-6.47952e-05 0.00325858 -0.00529669 0.00166012 0.00697256 -0.00314507 -0.00296106 0.00227374 0.0012845 -0.00607345 -0.00153719 -0.00521796 -0.00937596 -0.008745 -0.00761591 -0.0141311 0.00507436 -0.00445863 -0.0181384 -0.0248756 -0.00779443 0.00432995 0.00327982 0.0098172 0.0103752 -0.028375 0.0094599 0.0155468
internal_weight=2858.23 1747.92 1110.31 1221.99 525.932 726.901 721.638 1121.9 829.06 226.512 495.126 100.089 383.404 357.651 295.669 61.9816 292.841 97.6726 25.7535 15.5956 10.1579 296.028 248.476 47.5522 229.904 5.26312 195.332 34.572
internal_count=15860 9936 5924 6862 3074 3928 3900 6316 4660 1208 2692 546 1996 1862 1545 317 1656 533 134 81 53 1703 1428 275 1371 28 1164 207
is_linear=0
shrinkage=0.0149824
Tree=14
num_leaves=30
num_cat=0
split_feature=51 41 41 48 53 29 9 51 29 100 141 119 110 3 150 136 137 5 120 28 27 4 3 28 40 53 56 141 3
split_gain=215.184 55.2278 32.803 16.9538 13.4687 13.2998 13.198 15.8828 13.1133 12.4804 16.3157 16.9376 12.6507 12.2176 12.0756 10.9401 10.8021 15.1401 9.49219 8.68384 9.05856 8.36141 8.33783 12.3624 11.803 7.689 3.54802 3.62916 1.17034
threshold=1.2450000000000003 2.2250000000000005 1.7950000000000002 1.9850000000000001 1.6150000000000004 8.6333333333333346 2.3095238095238098 1.4550000000000003 3.8944444444444448 1.1000000000000003 0.72850000000000004 1.1000000000000003 29.450000000000003 1446.8110865832987 0.62017637310606066 9.8500000000000032 6.7500000000000009 1545.2467384227477 1.1835000000000002 7.3166666666666673 0.42050000000000004 1709.7742255492433 1532.5366242380085 0.31666666666666671 2.3250000000000006 2.9550000000000005 3.9750000000000005 1.4355000000000002 1702.5945241143461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 26 14 7 18 25 10 12 -12 -4 -9 -1 -10 17 -11 -2 20 -6 -18 24 -24 -5 -8 27 -3 -21
right_child=2 4 9 22 19 -7 8 13 15 16 11 -13 -14 -15 -16 -17 21 -19 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-4.1705809732778111e-05 -0.0092720659258793605 0.012925353179694407 -0.0049185308067455791 0.010337415670921701 -0.0027216615162406542 -0.033942107575118674 -0.041844564428951382 -0.0041060564477229658 -0.019847537545259326 0.0029566269201970036 -0.001760702342505704 -0.051080402623285462 -0.038263148585544061 -0.019125054747132247 0.0050367661985520574 0.015348658782712259 -0.0030827590505984907 -0.029361660475921963 -0.0041440476110785876 0.019160373372296327 0.0059404748890474505 -0.023825182558756361 -0.028192630429964446 0.0019764900694584247 0.0028403224425225808 -0.015133360942849363 -0.0070561850530250795 0.0062485323038498197 0.008294130013457959
leaf_weight=932.48195889592171 181.23460997641087 99.465702712535858 254.02895306050777 89.611481919884682 29.27115036547184 2.5181928128004065 6.7504046261310595 16.465119525790215 5.5984561294317228 118.79500417411327 2.7734827101230612 3.5814017206430435 2.5799431949853888 46.479302883148193 118.45054925978184 3.0691721439361572 208.8652657866478 3.3454286456108084 146.54435788094997 11.755322471261023 365.37715943157673 4.4554035663604727 3.1503964215517035 94.581530660390854 99.451794371008873 3.7701454758644104 2.307077318429946 22.386740878224373 2.7444318085908881
leaf_count=5187 944 601 1365 512 169 14 35 84 29 642 15 19 14 236 680 16 1127 18 767 69 2126 24 18 538 565 19 14 135 16
internal_value=-5.32673e-05 0.00295016 -0.00563382 0.00132751 0.00702799 0.000448283 -0.00889891 -0.00830314 -0.0210302 -0.00339728 -0.00584107 -0.0295557 -0.00525378 -0.0151964 0.000530689 -0.0073847 -0.00148163 0.00207142 -0.00697942 0.00571638 0.005298 -0.00351599 0.00455708 0.00100398 0.00639377 -0.0322724 0.0113502 0.0116987 0.0171037
internal_weight=2881.89 1873.55 1008.34 1340.25 533.308 1053.45 409.912 390.723 19.1882 598.425 262.964 6.35488 256.609 62.9444 1050.93 8.66763 335.461 122.14 327.779 409.148 394.648 213.321 286.795 97.7319 189.063 10.5206 124.16 121.852 14.4998
internal_count=15998 10644 5354 7514 3130 5881 2130 2031 99 3224 1413 34 1379 320 5867 45 1811 660 1711 2380 2295 1151 1633 556 1077 54 750 736 85
is_linear=0
shrinkage=0.0149824
Tree=15
num_leaves=30
num_cat=0
split_feature=47 41 52 150 49 130 108 7 104 5 143 130 94 22 133 49 48 135 7 93 26 125 29 10 50 120 26 8 5
split_gain=213.647 48.2152 39.4042 18.3243 15.6376 13.8936 16.6007 14.7972 13.0306 12.602 12.1636 12.0227 11.9068 11.7615 11.7254 10.5755 10.273 10.253 10.2281 10.2007 12.6975 10.0122 9.98352 8.47011 9.36212 8.69935 7.61964 5.02788 4.39479
threshold=1.655 2.2250000000000005 2.1250000000000004 0.53091597192194084 1.7250000000000003 0.95000000000000007 1.0000000180025095e-35 5.9897851826704036 0.060500000000000005 1470.8412557418305 -1.2689999999999997 1.1055000000000004 19.050000000000004 0.33166666666666672 2.2930000000000006 3.7250000000000005 2.0450000000000004 0.29450000000000004 -8.2849340263920777 19.050000000000004 0.63750000000000007 2.3665000000000007 8.5500000000000025 0.59166666666666679 1.4850000000000001 3.0500000000000003 0.42050000000000004 1.7928571428571431 1499.931730224404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 19 26 6 7 -2 -8 -7 14 -11 15 -14 18 -12 22 -18 -4 21 -21 -1 -5 24 -6 -25 -3 -28 -16
right_child=2 4 10 16 23 9 8 -9 -10 11 12 -13 13 -15 28 -17 17 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30
leaf_value=-0.0034135219177271765 -0.0019412102411905036 -0.012864253168172801 -0.042888932674495145 0.0021099783703463311 0.0018414239524385946 -0.036680798305923967 0.0028392358020758617 -0.025594585911592881 -0.024789665022236226 -0.0008762871682619183 -0.0036422130086008172 -0.0095640146570324207 -0.0024894545788607626 0.0044311790372280509 0.01989661697006085 -0.0099791396879362892 0.0079788188116234771 -0.00049836510068036386 -0.012234033624244859 0.0029365406973180211 -0.022165522827340932 0.0083411456537209067 -0.027703994718445014 0.005873118866954183 -0.018776221851243613 -0.012055455018770469 0.012700078629357858 0.00824863175933724 -0.0041065716775141427
leaf_weight=256.61288446187973 24.722591206431389 3.267218515276908 2.6218442171812049 623.26434791088104 18.838332489132885 3.3932108879089347 4.2740377485752097 7.8130397498607627 37.028090491890907 46.435266315937042 441.86081027984619 155.477742806077 208.53427498042583 74.92981718480587 3.1599420160055152 68.246368870139122 139.91049687564373 41.53384093940258 35.851201921701431 147.67585444450378 4.6662670522928229 17.366453796625137 2.5314069390296927 262.88062688708305 6.7027627229690543 6.2188453972339621 100.46410003304482 131.520627617836 3.7372500151395798
leaf_count=1419 126 19 14 3518 108 17 22 40 188 238 2372 798 1127 406 17 360 803 238 192 823 26 97 14 1521 39 36 606 794 20
internal_value=-5.22976e-05 0.00319613 -0.00517574 0.00157243 0.006976 -0.0100518 -0.0156254 -0.0076213 -0.0219306 -0.00804724 -0.00355332 -0.00756604 -0.00312196 -0.00066008 -0.0110982 -0.00449002 0.00289947 0.00603833 -0.0143231 -0.000940305 0.00216766 -0.00266844 0.00198938 0.00467619 -0.00356929 0.00545879 0.0098564 0.0101764 0.0068905
internal_weight=2881.54 1763.45 1118.09 1233.56 529.893 279.144 73.8378 32.5356 41.3021 205.306 838.942 201.913 793.571 283.464 45.3702 510.107 807.24 181.444 38.473 426.321 152.342 273.979 625.796 294.641 25.5411 269.099 235.252 231.985 6.89719
internal_count=15998 10061 5937 6938 3123 1429 376 166 210 1053 4508 1036 4265 1533 243 2732 4573 1041 206 2365 849 1516 3532 1704 147 1557 1419 1400 37
is_linear=0
shrinkage=0.0149824
Tree=16
num_leaves=30
num_cat=0
split_feature=51 54 86 86 79 53 93 143 95 132 145 99 49 10 30 103 90 134 132 92 141 3 143 143 143 133 114 143 142
split_gain=202.363 47.5073 32.8685 32.3022 26.7927 24.7454 18.5472 17.6484 20.0179 13.4531 13.3512 13.0967 12.5157 12.8674 11.5856 10.8354 10.1277 12.3032 13.9527 9.53334 8.5312 6.82502 6.5914 5.83275 4.9664 9.82605 5.18967 1.87083 1.92747
threshold=1.2450000000000003 1.405 2.6698717948717952 3.586974789915967 3.477603621576836 2.9350000000000005 19.050000000000004 -1.2689999999999997 -1.0000000180025095e-35 2.1550000000000002 0.94645000000000012 0.55277777777777792 1.7250000000000003 0.59166666666666679 0.10729043683589136 1.7085000000000001 -0.14999999999999994 -0.13799999999999998 0.95000000000000007 -0.33958333333333329 -1.0000000180025095e-35 1527.4202836911479 -1.2274999999999998 -0.33549999999999996 -1.3914999999999997 1.5855000000000004 1.7320000000000002 -1.0129999999999997 -1.0134999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 7 -1 8 -2 -9 14 -12 24 20 -7 -15 17 23 -19 -18 -14 -21 -6 -4 25 -3 -26 -5 -29
right_child=2 12 16 27 22 10 -8 9 -10 -11 11 -13 13 15 -16 -17 19 18 -20 21 -22 -23 -24 -25 26 -27 -28 28 -30
leaf_value=-0.0011412434146669565 0.00062653935236751284 -0.02572799698404522 -0.01370682743413856 0.0056760780221101915 0.016671244466207082 -0.015132476233814827 0.0027338758024648335 -0.0036196634695891618 -0.024765245377324111 -0.017600622063361538 -0.02491896402057547 0.0079076273357404341 -0.017970754635977505 0.0065241428211416565 -0.0087261024143183638 -0.0014599079277725735 -0.019709468293972934 -0.023105516980012987 -0.003488885851114325 0.0070677537518937942 0.0020383157236660144 -0.0017964461464531757 0.0066767703276234096 0.008427620699715933 0.008876249810764382 0.0061993983077282969 0.014783722287677454 0.0079358327443078986 0.019205712190279688
leaf_weight=734.1273504793644 10.783113837242128 2.3429583609104183 3.1284493058919933 3.2984246015548733 18.432083651423454 94.576003789901733 445.49146750569344 498.57835753262043 19.70539765059948 15.943392485380171 3.3069210052490261 15.588051527738569 8.8453447818756121 283.58791407942772 192.01667229831219 44.087616220116615 3.7679928988218299 11.148018866777418 30.153636068105698 69.52948123216629 10.415371373295782 27.096369728446007 75.422581166028976 18.330544114112854 141.49432538449764 28.290876239538193 43.687639847397804 3.9699585884809556 24.004294693469998
leaf_count=4094 57 14 17 19 109 481 2500 2656 104 85 17 80 51 1643 988 255 20 60 163 379 60 148 441 99 857 172 266 23 140
internal_value=-5.13433e-05 0.00287401 -0.00544085 0.00130463 0.000935211 -0.0066225 0.000322223 -0.00470918 -0.0157847 -0.00405289 -0.010036 0.00216242 0.00651262 0.00475037 -0.0108402 0.00544992 0.000718902 -0.00400223 -0.00878376 0.00367029 -0.00715072 0.004582 0.00863959 0.00520069 0.00934552 0.00375749 0.0102699 0.016348 0.0176064
internal_weight=2881.15 1867.5 1013.65 1304.75 1273.47 850.498 1179.62 545.01 30.4885 514.522 305.488 18.895 562.752 346.936 286.593 327.676 163.154 62.7606 41.3017 100.394 19.2607 96.6259 93.8547 21.459 215.816 30.6338 185.182 31.2727 27.9743
internal_count=15998 10644 5354 7326 7144 4468 6594 2902 161 2741 1566 97 3318 2009 1469 1898 886 339 223 547 111 527 550 116 1309 186 1123 182 163
is_linear=0
shrinkage=0.0149824
Tree=17
num_leaves=31
num_cat=0
split_feature=49 35 52 86 49 86 120 7 93 31 8 136 110 93 123 91 86 131 26 123 31 91 127 4 136 98 20 102 131 31
split_gain=187.356 54.6349 35.6948 29.1028 24.2909 16.8641 16.65 14.9256 14.6201 15.9832 19.8348 12.3075 21.1314 17.631 14.4771 14.6178 12.2563 11.7241 11.2201 10.3803 10.2842 9.91861 9.81766 8.03729 6.88843 11.4676 6.57174 6.44752 3.69389 3.4981
threshold=2.7850000000000006 3.2450000000000006 2.1250000000000004 3.3550420168067232 1.7250000000000003 3.2738636363636369 1.3165000000000002 -19.769498921838018 11.400000000000002 0.087956043956043964 1.4476190476190478 5.7500000000000009 5.3500000000000005 12.900000000000002 0.71800000000000008 0.34708333333333335 2.6698717948717952 0.95000000000000007 0.43414285714285722 0.73000000000000009 0.20362176335627663 0.0087499999999999523 2.0500000000000003 1390.7168185382104 4.8500000000000005 0.6132478632478634 1.5000000000000002 0.29750000000000004 2.1180000000000008 0.28647416413373866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 6 24 18 7 -1 9 10 -4 12 21 -14 27 -16 19 -11 -6 -10 -8 -2 -18 -7 29 -26 28 -13 -5 -3
right_child=2 4 8 26 5 23 20 -9 16 17 -12 14 13 -15 15 -17 22 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001466262280297849 -0.01069061391651469 0.015446412460262814 -0.011204908585397985 0.015055872580437611 -0.003388040765941 -0.013881293979678308 -0.0002314026558582526 -0.0052054397438027911 -0.012429092725147013 -0.00076291605590674352 -0.047691187232957122 -0.0070976343685505159 -0.035782025937981833 -0.01546291476419856 -0.0086731761522040301 -0.043141374705386995 0.0041034732696766749 -0.007843795645549826 0.0035064891256847306 -0.002584188798890572 0.0052277411407857417 0.0082753907576556904 -0.022830315543011945 0.012479852903516791 0.0095933760841844917 0.002718045390520406 -0.0088355191512463262 0.011527726382745372 -0.00049703943866107438 0.0048566761093519093
leaf_weight=107.99294894933701 22.011366903781894 41.559781849384308 13.821135416626932 35.587584644556046 57.939957678318024 2.7216443866491309 271.98915006220341 248.40539233386517 25.440168157219887 78.889076679944992 4.4121698439121237 6.5048516094684627 13.537638023495672 32.838307753205299 152.21356143057346 2.8129114657640448 80.93309274315834 156.84784495830536 619.49205803871155 437.08358055353165 108.30553385615349 8.61095482110977 3.1563649773597708 56.332089871168137 187.53497810661793 76.740285888314247 3.1792186945676795 11.633055090904234 3.7932185977697364 8.4208159446716291
leaf_count=598 111 248 72 206 331 16 1512 1366 136 415 23 33 68 166 771 14 447 824 3548 2350 611 44 17 332 1136 454 18 59 22 50
internal_value=-5.0397e-05 0.00284485 -0.00509281 -0.000161221 0.00507423 0.00358619 -0.000857153 -0.00318383 -0.00354918 -0.00651949 -0.0200341 -0.0100328 -0.0150164 -0.0213943 -0.00781682 -0.0092986 -0.0021691 -0.00547419 0.00291681 -0.00312569 0.00132333 -0.0053574 0.00309249 0.0112649 0.00856157 0.00759692 0.011885 0.00484806 0.0135578 0.0136622
internal_weight=2880.74 1829.99 1050.75 779.253 1050.74 736.486 736.693 356.398 800.583 253.97 18.2333 250.163 76.9983 46.3759 173.164 155.026 546.613 235.737 677.432 462.524 380.295 30.6223 84.0895 59.0537 314.256 264.275 42.56 18.1379 39.3808 49.9806
internal_count=15998 10448 5550 4333 6115 4227 4087 1964 4284 1334 95 1266 389 234 877 785 2950 1239 3879 2486 2123 155 464 348 1888 1590 246 92 228 298
is_linear=0
shrinkage=0.0149824
Tree=18
num_leaves=31
num_cat=0
split_feature=51 41 55 80 49 120 105 105 39 92 111 4 104 102 54 98 135 29 97 120 100 41 10 110 6 144 7 11 143 16
split_gain=190.522 50.6747 29.1102 18.04 15.0562 14.6672 13.149 14.2158 11.7222 10.9446 10.7641 12.2085 10.4693 10.0449 9.84869 9.58483 12.6049 8.62478 8.24622 8.20814 11.9349 7.55092 7.52396 7.07336 6.36763 5.86168 8.79096 4.555 4.63542 4.63108
threshold=1.2450000000000003 2.2250000000000005 1.7550000000000001 0.059933822551323505 1.7250000000000003 1.1340000000000001 0.86450000000000016 0.41050000000000003 0.54108668077278732 0.34375000000000006 25.550000000000004 1649.7193789858368 0.85050000000000014 0.47050000000000003 1.1950000000000001 0.72474747474747481 0.8620000000000001 2.8944444444444448 6.5000000000000009 3.0500000000000003 3.2900000000000005 2.0850000000000004 0.59166666666666679 25.750000000000004 1490.449831781106 -0.0014499999999999997 -10.320418541029197 0.34523809523809529 1.6585000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 15 27 8 7 -7 17 10 11 -2 21 -8 -10 23 -17 -4 -14 22 -21 -5 -6 -1 -12 26 -11 28 -3 -29
right_child=2 4 5 12 19 6 13 -9 14 25 24 -13 18 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0043377228914389127 -0.0032518844547074566 0.0084651142221148119 -0.017477782366273543 -0.002545118937027037 -0.0028702255007065098 -0.00713683969665058 0.008055007760312833 0.0010415629022913423 0.014191368588696768 0.012202016485366231 -0.012342470720284599 -0.013674948497478587 0.0040952579984504696 -0.018642671416019534 -0.017062204783090153 0.0006820048552311674 -0.030160013625291787 -0.0098331123289142654 -0.0099130326996573811 -0.033223960916545829 0.0067455406986324856 0.0019082517480953618 0.0056348489017476093 -0.0082235109532991912 0.012436345893474785 0.009293510702439051 -0.017561328481202232 0.011115945791987268 -0.020144320566906126 0.006085321133036033
leaf_weight=476.658582508564 461.29792827367783 2.8393021374940863 39.489737436175346 391.80731569230556 25.636398792266846 117.25313137471676 3.6644836515188244 80.437202110886574 7.5911649614572507 3.8973695486783981 2.7883630543947246 26.684392809867859 129.01227959990501 23.136170864105225 3.2247187048196793 205.94030545651913 3.018069699406623 205.63147494196892 10.177013263106344 3.1359919011592856 3.6043808311223984 109.30705995857716 261.57779574394226 10.279901430010794 14.098993018269537 24.254242390394211 5.1992525458335859 172.42121444642544 2.3018524944782257 53.924013465642929
leaf_count=2716 2465 17 202 2161 147 606 19 420 40 21 15 142 722 121 17 1165 17 1050 57 18 21 618 1525 58 76 132 28 1058 14 330
internal_value=-4.94616e-05 0.0028009 -0.00525867 0.00125082 0.00674277 -0.00793942 -0.00514426 -0.00380917 -0.0103912 -0.00286577 -0.00341488 -0.00382185 -0.000564041 -0.0149923 0.0048732 0.00292069 0.000236538 -0.0110647 0.00307102 0.00449216 -0.0118505 -0.00157371 0.0048757 0.00407254 0.00834497 0.00544685 -0.00480948 0.00960072 -0.00434424 0.00991746
internal_weight=2880.29 1861.64 1018.65 1336.2 525.441 480.428 224.491 197.69 255.937 538.221 504.87 487.982 640.304 26.8007 10.8159 695.897 208.958 245.121 139.189 293.955 6.74037 501.114 287.214 486.938 16.8874 33.3509 9.09662 231.486 5.14115 226.345
internal_count=15998 10644 5354 7514 3130 2475 1166 1026 1309 2879 2698 2607 3558 140 57 3956 1182 1252 779 1711 39 2779 1672 2774 91 181 49 1419 31 1388
is_linear=0
shrinkage=0.0149824
Tree=19
num_leaves=30
num_cat=0
split_feature=47 54 52 80 52 121 78 26 30 23 30 125 26 96 135 8 5 131 30 97 26 52 18 23 37 47 131 34 30
split_gain=189.548 39.7867 34.7539 20.4131 16.2946 12.153 11.5988 11.3528 10.1163 10.5364 10.2294 9.97881 9.68748 8.89824 11.7012 11.2824 13.0536 8.78924 8.48421 6.74736 8.9429 6.67318 8.53171 6.06607 6.70887 6.25598 5.59205 5.45151 1.98744
threshold=1.655 1.4750000000000003 2.1250000000000004 0.032064909297052156 2.8350000000000004 1.8945000000000001 2.4083333333333337 0.42527777777777781 0.10900090009000897 3.1547619047619051 0.085417969564310955 1.7085000000000001 0.43050000000000005 2.5000000000000004 0.6110000000000001 1.0333333333333337 1527.3353642275135 0.61250000000000016 0.15857863751051302 4.5000000000000009 0.45414285714285713 3.4250000000000003 1.0000000180025095e-35 3.2250000000000005 0.76564834609701993 1.1050000000000002 0.7320000000000001 1.925 1.1715686274509807
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 11 6 8 -5 21 10 -10 -2 27 -6 14 17 16 -15 -4 -17 20 -7 -3 -23 25 -25 -9 -16 -1 -13
right_child=2 7 13 4 12 19 -8 23 9 -11 -12 28 -14 15 26 18 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30
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leaf_weight=21.528990387916565 43.588910117745399 2.404447600245474 35.466489791870117 775.29304903745651 46.456950277090073 4.8623031526803953 64.213669538497925 89.184995666146278 157.83979627490044 13.594801053404806 53.313001602888107 31.866251230239868 462.3034729808569 192.54613277316093 2.8448818176984778 155.4533676803112 4.4805224686861029 270.79897205531597 170.76848736405373 3.9852255582809439 6.4152258485555649 3.3703655749559402 2.5699671059846878 81.470028042793274 3.9694742411375037 151.28575751185417 12.547157749533651 12.462098896503447 2.9716615229845038
leaf_count=127 218 14 187 4345 265 24 364 552 800 69 266 192 2650 1033 15 839 24 1420 924 20 32 20 15 495 24 906 66 74 18
internal_value=-4.85653e-05 0.00303689 -0.00483695 0.00194016 0.00153387 -0.00937515 0.00025166 0.00768658 -0.00863546 -0.00644836 -0.0125048 0.00989879 0.00364964 -0.00331368 -0.00527471 -0.00210816 -0.00493905 -0.00591533 -0.000398407 -0.0223796 -0.0283014 -0.00956918 -0.00104516 0.00812841 0.0115576 0.00691002 0.00747204 0.00412343 0.0155337
internal_weight=2879.86 1751.35 1128.51 1417.1 1348.27 283.599 839.507 334.255 268.337 171.435 96.9019 68.829 508.76 844.906 321.658 523.249 197.027 306.265 326.222 15.2628 11.2775 8.34478 5.94033 325.91 85.4395 240.471 15.392 33.9911 34.8379
internal_count=15998 10061 5937 8035 7624 1429 4709 2026 1353 869 484 411 2915 4508 1688 2820 1057 1607 1763 76 56 49 35 1977 519 1458 81 201 210
is_linear=0
shrinkage=0.0149824
Tree=20
num_leaves=31
num_cat=0
split_feature=51 54 52 79 93 38 136 112 96 56 94 26 126 52 90 26 26 119 23 3 117 26 15 132 136 104 54 39 11 1
split_gain=179.283 43.5 27.4761 23.191 14.2256 10.8676 10.6509 14.0573 24.8479 11.7604 10.4992 11.7928 12.8983 11.1794 10.1066 9.59149 9.07457 8.20417 9.26919 8.1823 15.1073 10.136 7.27355 7.05368 6.80019 7.84886 6.3073 5.84296 6.99012 2.18799
threshold=1.2450000000000003 1.405 2.1250000000000004 3.8646919751211271 19.050000000000004 0.20274143992975188 6.8500000000000005 0.13650000000000004 3.5000000000000004 1.4950000000000003 19.050000000000004 0.43788888888888883 1.6460000000000001 2.5550000000000002 0.23958333333333337 0.63527777777777794 0.42683333333333334 2.9000000000000004 3.2916666666666674 1572.9285686850862 0.87500000000000011 0.43414285714285722 0.29166666666666669 0.68350000000000011 5.7500000000000009 0.40050000000000008 1.4450000000000001 0.35516039361056395 1.3095238095238098 1512.3775085828506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 7 9 -9 -2 14 13 -13 -12 22 -6 24 18 -18 21 -21 -8 -4 -16 -3 -26 -19 29 -29 -5
right_child=2 16 10 27 15 -7 19 8 -10 -11 11 12 -14 -15 23 -17 17 26 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0059253599843911882 -0.00010477565473198541 -0.022053363790070009 0.00495858290933094 0.0157448314665115 0.0033111629603974953 -0.00086941253712667079 -0.01289906850466515 -0.022542397227464556 -0.0058446180794298466 -0.022383778656187209 -0.0055137135045267936 0.0028866720983762701 -0.0051662652002401827 -0.031282831696439715 -0.013465127313719183 -0.0098623773066919031 0.0049612836988089087 -0.0067722092736061616 0.0095847370261444107 -0.02011106612070216 0.012664231980240434 -0.0029239075477323615 -0.0056822454912869103 0.009782048500557106 0.011589313036184956 -0.0085468302275724575 0.016517307680944095 -0.014655484601495024 0.012409495571060464 0.0085730069602671984
leaf_weight=56.909452900290489 27.35848380625248 3.6262558400630978 14.89313594996929 28.535832926630974 441.16102148592472 738.56337909400463 29.403985187411308 50.068395361304283 33.31625984609127 6.6019349545240393 48.706878706812859 145.11643508076668 64.486239701509476 4.0968877226114264 3.5754325687885311 12.765276551246641 372.15546479821205 2.8905034065246609 131.80947923660278 19.436187118291858 3.7690117657184592 102.83362925052643 453.6378008723259 16.224228769540787 7.877145022153857 9.6911545693874341 26.921925842761993 4.0048967450857145 4.6051235944032669 14.351163938641546
leaf_count=326 137 21 79 174 2488 4128 147 248 167 33 259 779 346 22 19 72 2220 17 790 97 19 516 2399 87 46 56 168 24 28 86
internal_value=-4.76918e-05 0.00272867 -0.00508183 0.00123048 0.000824358 -0.000383303 -0.00915414 -0.0125615 -0.0158708 -0.00443585 -0.00360211 -0.00118506 0.00040911 -0.00751308 -0.00490092 0.0029407 0.00624053 0.00662229 0.00617052 -0.00658191 -0.0147877 -0.00514196 -0.00534401 0.00558405 -0.00337396 0.000481669 0.0142592 0.0110837 -0.000179614 0.0133449
internal_weight=2879.39 1855.87 1023.52 1300.9 1249.4 795.473 272.788 117.345 83.3847 33.9604 750.737 262.406 209.603 52.8038 488.331 453.926 554.972 533.777 503.965 155.443 23.2052 132.238 468.531 19.7997 21.1946 17.5683 29.8124 51.497 8.61002 42.887
internal_count=15998 10644 5354 7326 7014 4454 1364 585 415 170 3990 1406 1125 281 2584 2560 3318 3195 3010 779 116 663 2478 106 123 102 185 312 52 260
is_linear=0
shrinkage=0.0149824
Tree=21
num_leaves=31
num_cat=0
split_feature=49 41 79 41 26 93 49 136 55 3 103 123 50 79 31 30 130 40 98 27 78 105 7 4 23 26 141 39 123 123
split_gain=158.829 48.7497 29.3548 24.7399 17.2131 16.3664 14.8281 13.8538 14.3031 13.6355 13.3723 13.2133 12.5408 14.3155 11.5663 13.8556 11.7147 10.8361 14.9427 10.6948 10.6444 10.9374 10.2077 9.89313 9.00127 8.84089 8.74844 8.11015 6.78949 6.71745
threshold=2.8950000000000005 2.2150000000000003 2.8098448471773501 1.7550000000000001 0.63527777777777794 11.400000000000002 1.7250000000000003 6.9500000000000011 2.0550000000000002 1462.5833176092312 2.3335000000000004 1.0545000000000002 1.405 3.8646919751211271 0.086479107312440615 0.10729043683589136 0.38750000000000007 3.7750000000000004 0.71008403361344552 0.4813392857142858 1.9666666666666668 0.83350000000000002 17.325349946097734 1520.9255113028582 3.3666666666666671 0.44211111111111118 -1.1379999999999997 0.36974687910446524 1.0870000000000002 0.90450000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 10 14 25 8 22 -10 -1 -6 13 -4 15 -5 -16 19 -19 -7 21 -9 -2 -14 28 27 -22 -3 -8 -26
right_child=3 6 12 5 11 17 24 20 9 -11 -12 -13 23 -15 16 -17 -18 18 -20 -21 26 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00096154641386204769 -0.011291005128725355 -0.030124690305510005 0.001769106066235973 0.0049232250063730911 -0.00083000118080765414 -0.0040150970782739841 0.0067166369728615758 -0.0029190973458539386 -0.0043785845969815766 -0.026589380717714526 -0.024616587252001526 -0.035049396218424358 0.012335327562123976 0.011807122696581329 -0.029810373750956062 -0.027937778200238499 -0.0053096130456829803 -0.00360740802186351 -0.024813543449437082 0.00093118800266706134 -0.0097138694501318363 -0.016010050572258943 0.004149966147691881 0.0021410897506521842 -0.0041951971435178273 0.0096717337151663637 -0.038414580922143192 0.0077467044690917143 0.0011102282252814536 0.010002562758192808
leaf_weight=562.65334624052048 80.557425007224083 2.424706056714057 702.14749859273434 3.883576586842536 4.374202683567999 165.01457640528679 68.379126444458961 116.65048052370548 8.30348853766918 24.544045478105545 5.4160196036100379 6.0174469500780106 52.579010143876076 33.408616840839386 4.4771073013544074 11.147946923971174 203.16251444816589 26.657624870538712 10.356538012623785 242.06510843336582 6.396781399846077 16.331993386149406 10.91214534640312 36.000266388058662 8.3412700742483121 224.32472388446331 3.800347760319708 2.6637239307165146 166.67971774935722 72.481669262051582
leaf_count=3096 404 14 3969 20 24 883 399 584 41 120 30 33 308 201 23 57 1054 142 55 1298 32 82 55 210 49 1397 19 16 976 429
internal_value=9.25613e-05 0.00252835 0.00105049 -0.00498594 -0.00153663 -0.00344169 0.00632968 -0.00883516 -0.0124943 -0.0209747 -0.00118708 -0.0206453 0.00286639 0.00222503 -0.00675664 -0.0194477 -0.0058379 -0.00177956 -0.00954088 -0.00107385 -0.00565805 -0.00452684 -0.00944893 0.0081922 0.00422417 0.00922876 -0.0204104 -0.0102996 0.00274115 0.00853729
internal_weight=2882.15 1947.89 1402.6 934.262 578.461 666.765 545.295 267.497 124.317 32.8475 568.069 10.3916 824.135 735.556 222.671 15.0315 207.64 444.094 37.0142 407.08 143.18 132.982 91.4696 88.5793 315.882 229.413 10.1971 5.08843 235.059 80.8229
internal_count=16020 11151 7871 4869 3183 3532 3280 1337 620 161 3126 57 4688 4170 1154 77 1077 2378 197 2181 717 666 459 518 1853 1427 51 30 1375 478
is_linear=0
shrinkage=0.0149824
Tree=22
num_leaves=31
num_cat=0
split_feature=45 50 79 86 86 96 1 51 3 35 103 86 1 53 34 3 1 111 142 86 53 9 37 37 4 34 37 105 95 35
split_gain=156.295 41.2052 38.7529 34.633 31.526 28.3853 15.4444 12.5737 10.5446 10.2034 10.1234 14.5074 13.7357 9.62989 13.4294 10.5873 9.18277 8.40832 7.77116 6.18136 6.77761 8.67649 8.57042 4.08856 4.3738 4.04855 7.07234 3.47 2.74216 2.01597
threshold=1.135 1.4350000000000003 3.8646919751211271 2.6099033816425128 3.3038461538461541 3.5000000000000004 1678.9635568715851 1.3250000000000004 1406.1314824372505 3.0150000000000001 0.99350000000000016 1.0000000180025095e-35 1491.1544208102773 2.7750000000000004 3.4150000000000005 1483.8692699311134 1725.9995335905576 9.6500000000000004 -1.4049999999999996 3.1266025641025643 1.7650000000000003 1.2071428571428573 0.10919122585272996 0.26935819915038167 1512.6468566010219 1.7250000000000003 0.4478397304238233 0.79250000000000009 -5.2499999999999973 5.3250000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 7 -1 16 -6 -9 12 -12 -7 17 15 -15 -2 18 -5 20 21 -3 -22 24 -4 28 -27 -19 -21 -25
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leaf_weight=1204.5431463718414 243.73439221084118 56.318585708737373 2.7157586514949781 3.9596051871776572 5.5319840162992469 109.44024597108364 83.16316644847393 231.69180481135845 84.463798075914383 6.8559193164110175 121.99020512402058 30.780128568410873 106.93260100483894 30.353859841823578 3.0944270938634864 47.272878959774971 4.0147542953491202 12.138119533658029 73.688911899924278 2.2971563339233425 4.7225553393363944 123.18735706806183 162.78480695188046 45.280289083719254 6.6141120493412018 16.6212642043829 2.4865496903657904 4.5478011965751639 29.640105932950974 20.565006345510483
leaf_count=6768 1271 347 17 21 32 575 474 1157 495 35 650 161 562 160 16 249 21 66 400 14 28 766 962 279 41 101 15 25 182 130
internal_value=9.13659e-05 0.00269498 0.00152489 -0.00458515 0.000953311 -0.00582765 0.000354154 -0.00820547 0.00952635 -0.0106606 -0.00269519 -0.00564794 -0.00061039 0.00148654 -0.00231225 -0.00109213 -0.0058415 0.00473713 0.0026636 0.00696572 0.00624965 0.00827231 0.0040821 0.012 0.00271775 0.0118337 0.00637862 0.0143863 0.0150974 0.0133153
internal_weight=2881.43 1850.94 1452.88 1030.5 1377.7 855.44 1287.71 486.297 89.9958 238.548 369.143 152.77 216.373 175.056 80.7212 77.6267 247.749 94.3344 77.6485 398.058 347.013 179.506 167.507 75.1752 9.32987 51.0451 19.1078 16.6859 31.9373 65.8453
internal_count=16020 10651 8236 5369 7769 4432 7242 2484 527 1192 1948 811 1137 937 425 409 1292 512 421 2415 2103 1113 990 467 58 312 116 91 196 409
is_linear=0
shrinkage=0.0149824
Tree=23
num_leaves=29
num_cat=0
split_feature=45 54 86 79 86 52 111 3 6 28 43 95 10 148 144 54 86 23 92 3 34 92 80 99 114 19 18 120
split_gain=151.538 46.4919 33.4633 26.6176 28.8784 17.7888 15.6345 14.3077 11.8781 11.2455 10.967 10.735 10.6314 10.5812 9.95041 9.19685 11.2157 10.4572 9.94123 10.4947 8.80478 7.8757 6.58819 6.11182 5.67112 4.81473 5.97563 2.29122
threshold=1.135 1.385 2.6099033816425128 3.8646919751211271 3.3279569892473124 2.1350000000000002 3.9500000000000006 1407.6584008085167 1527.3801958670149 3.4142857142857146 1.0000000180025095e-35 7.4999999999999991 0.86190476190476206 0.22116209262435679 -0.0045499999999999994 1.6050000000000002 2.9023809523809527 3.3666666666666671 0.51625000000000021 1537.1742464688909 2.8750000000000004 -0.67708333333333315 0.060862910538466958 0.80860805860805873 2.2250000000000005 3.5000000000000004 1.0000000180025095e-35 3.5355000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 8 10 11 -6 -1 13 20 -7 -8 -4 -15 16 17 -3 24 -20 -2 -11 -23 -18 -17 27 -27 -5
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leaf_count=5563 1053 1638 22 236 23 815 554 403 605 22 14 46 1805 23 278 762 448 585 20 26 145 208 384 130 152 16 29 15
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internal_weight=2880.7 1848.04 1032.66 1222.28 1174.44 857.75 611.879 72.5702 1101.87 174.914 245.871 167.424 444.455 61.0205 56.9951 625.752 473.914 377.613 151.838 7.33915 242.844 113.893 109.741 96.3011 144.499 47.8435 7.4446 40.3989
internal_count=16020 10651 5369 6890 6594 4432 3220 426 6168 937 1212 861 2359 323 301 3761 2801 2223 960 46 1198 614 592 578 914 296 45 251
is_linear=0
shrinkage=0.0149824
Tree=24
num_leaves=30
num_cat=0
split_feature=47 80 86 50 86 96 49 26 103 86 30 110 35 121 30 7 136 89 111 30 145 2 133 119 119 56 143 141 50
split_gain=152.263 38.4148 40.0844 30.119 27.5293 23.4102 16.7565 14.2571 12.9711 16.225 13.1153 12.0574 11.6298 9.87343 9.12804 8.6372 10.7372 8.95319 7.17116 15.9847 6.17383 5.70659 5.36175 7.22975 8.15575 4.33427 7.645 3.15094 3.01853
threshold=1.6850000000000003 0.024646199819576001 3.4023809523809527 1.4350000000000003 2.6099033816425128 3.5000000000000004 3.7550000000000003 0.43527777777777782 1.3695000000000002 2.2709790209790213 0.097652668256005867 4.9500000000000011 5.745000000000001 1.8945000000000001 0.32264957264957267 18.609177950891425 14.950000000000001 0.47000000000000003 10.250000000000002 0.19702499447024993 0.16135000000000002 49.851993366629024 1.8945000000000001 2.7085000000000004 2.5500000000000003 2.4750000000000005 -1.9904999999999997 1.0595000000000001 2.2050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_count=240 1421 7256 16 90 348 216 420 1628 233 60 1382 533 85 207 14 80 16 460 51 30 479 15 296 73 19 21 302 15 14
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is_linear=0
shrinkage=0.0149824
Tree=25
num_leaves=28
num_cat=0
split_feature=49 50 79 46 48 145 93 28 126 120 30 51 7 102 56 131 93 92 102 7 80 92 92 91 30 124 22
split_gain=140.757 40.6556 37.3251 21.6966 15.6082 16.0524 15.1915 14.8165 13.3818 12.994 12.8007 12.5058 12.1245 11.0063 10.4509 9.07167 9.49032 8.15259 8.09684 9.44867 7.68239 7.57434 7.21906 7.09761 6.21741 4.00224 3.14181
threshold=2.8650000000000007 1.4350000000000003 3.8646919751211271 2.3450000000000002 1.6950000000000001 0.31375000000000003 11.400000000000002 6.8944444444444457 1.6835000000000002 1.1180000000000001 0.071750321750321713 1.4750000000000003 -60.979409651760299 2.7775000000000003 1.7450000000000003 1.4145000000000001 20.550000000000004 0.70583333333333342 0.17100000000000001 -27.834953541951673 0.075826485536503105 0.31958333333333339 -0.41916666666666658 -0.062499999999999944 0.14672782874617732 4.1000000000000005 0.41428571428571431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 7 21 9 10 -2 -11 -8 -6 -14 16 23 20 24 -20 -17 -5 -18 -3 -10 26 -4
right_child=3 15 25 6 13 -7 12 -9 18 11 -12 -13 14 -15 -16 17 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0015614486252277641 0.00034560442295298818 0.0078196217714033098 0.012981376798009748 -0.0065769070106386799 0.0020886821964711303 -0.003818654314172232 -0.032591598581037981 -0.037591880539429488 0.0086487919284419009 -0.000183461646215265 -0.012274985929150179 -0.017140096429379172 -0.0024687646113488938 -0.016705045801586146 0.0037690503592898153 0.010339165526388264 -0.013116775975761323 -0.017664872017483096 -0.038772296287904427 -0.016296867941654507 -0.01058720971479938 0.0039302148790062753 0.009556643796250994 0.00031489778547466162 -0.020831488927107879 -0.0079688866949122941 -0.0034939521402082719
leaf_weight=231.72731590270996 21.628944367170334 39.198285758495331 68.741480812430382 228.18449291586876 930.64374619722366 268.98880667984486 2.8432732522487631 3.3498931527137747 3.6559503674507168 69.980277359485626 108.71858042478561 11.346156567335127 414.99481873214245 7.0477870255708686 70.538423150777817 159.20118798315525 3.2757140696048728 2.4587262868881217 6.2357826828956648 12.853071033954617 4.0378103405237189 16.515291586518288 83.557821854948997 101.63445815443993 2.8637114763259888 2.2424007803201667 2.7002603858709326
leaf_count=1282 105 239 436 1171 5303 1475 15 17 18 348 530 55 2207 40 379 985 20 15 30 63 24 86 511 621 14 14 17
internal_value=8.78628e-05 0.00245595 0.00133973 -0.00454626 0.000806962 -0.00132879 -0.00327677 -0.0062962 -0.00848624 -0.00724868 -0.0101808 -0.00254915 -0.00174318 0.00194743 -0.00156253 0.0067467 0.00480566 0.00941367 -0.0187156 -0.023639 0.00982154 -0.00586776 0.00870131 0.00240371 -0.00430022 0.01174 0.0123587
internal_weight=2879.16 1905.46 1512.09 973.709 1438.41 500.716 736.426 248.05 237.282 211.674 130.348 81.3264 488.377 937.692 485.533 393.364 227.666 165.698 25.6085 19.0889 163.239 244.7 86.8335 140.833 6.51966 73.6841 71.4417
internal_count=16020 10982 8567 5038 8100 2757 3875 1274 1163 1038 635 403 2601 5343 2586 2415 1391 1024 125 93 1009 1257 531 860 32 467 453
is_linear=0
shrinkage=0.0149824
Tree=26
num_leaves=30
num_cat=0
split_feature=45 54 86 80 86 52 98 111 3 36 36 78 7 28 148 23 86 53 7 104 3 22 35 54 131 139 19 145 120
split_gain=138.393 43.6941 31.221 24.9723 27.5824 15.9969 14.842 14.6195 13.9246 12.0612 15.3335 12.6307 11.0431 10.7878 10.2683 8.97633 8.94762 11.1412 8.91262 8.42583 8.10969 6.99333 6.89335 6.56955 6.51309 4.88567 4.75079 5.95091 2.28732
threshold=1.135 1.385 2.6099033816425128 0.024646199819576001 3.3279569892473124 2.1350000000000002 0.63397129186602885 3.9500000000000006 1407.6584008085167 2.3050000000000002 2.6550000000000007 0.93095238095238109 -60.979409651760299 3.4142857142857146 0.22116209262435679 3.3666666666666671 3.1682389937106925 1.655 36.801799921762615 1.6680000000000004 1555.7766103696654 0.30785714285714288 3.3550000000000004 1.2150000000000001 1.8450000000000002 1.0000000180025095e-35 3.5000000000000004 0.21025000000000002 3.5355000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 26 6 9 -5 18 -6 11 -11 -2 -9 14 -4 16 17 -3 -7 22 -16 23 -17 -15 -23 -18 28 -28 -1
right_child=2 15 13 4 8 7 -8 12 -10 10 -12 -13 -14 21 20 19 25 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30
leaf_value=0.014601833627532276 -0.0079122150803454683 0.0087526576245658839 0.019665021992708531 0.0018849558519634733 -0.017474673222471496 -0.0084694149059952664 -0.001625412745809255 -0.028602445964591432 0.011096800817888951 0.00073216949836073415 -0.0092357438373278991 -0.022421326057924625 -0.0025237278568657089 -0.0067167694582609631 -0.0035985867831610698 0.0023161496217713679 0.0069240902738946673 0.0027156391345948402 0.013412936806091413 -0.013285772286238401 -0.025028389036516326 0.007840986926360349 0.010957380020519833 0.0075621660213034264 -0.0071130136501842698 0.016003155799183218 -0.0093432337305295252 0.018832006616059382 -0.00068913045303098071
leaf_weight=37.141849860548973 27.835037708282471 87.078134551644325 3.9870064854621878 476.81546679139137 4.058451682329177 164.57197959721088 624.42427445948124 3.6750857532024375 67.703606843948364 45.095349758863449 149.43199741840363 26.093874230980873 442.74883197247982 20.755131766200069 52.990193426609039 24.889996662735939 35.286899730563164 323.7144430577755 4.2869157791137686 3.7308648228645316 4.2844458967447272 74.719167917966843 123.76175497472286 11.101407989859579 7.164730191230773 21.357286766171455 4.770888850092887 2.5995718985795975 2.3339212089776984
leaf_count=236 135 560 22 2689 23 839 3479 19 403 221 730 126 2340 111 279 146 218 1918 22 23 22 404 764 61 38 132 29 16 15
internal_value=8.67099e-05 0.00255528 -0.00428527 0.000909386 0.00048099 -0.00545445 -0.000105491 -0.00415878 0.00948096 -0.00866307 -0.00692498 -0.0149326 -0.00273842 0.00148532 -0.00358329 0.00579452 0.00476507 0.00399534 -0.00791387 0.00895237 -0.00520166 0.00421532 0.00951051 -0.00174083 0.00653253 0.0103473 0.0116362 0.000594242 0.0136978
internal_weight=2878.41 1839.67 1038.74 1219.85 1173 863.739 1101.24 615.283 71.7621 248.456 194.527 53.9289 446.424 175.002 61.2616 619.819 467.437 410.793 168.859 152.383 57.2746 113.74 148.652 31.8565 81.8839 56.6442 46.8462 7.37046 39.4758
internal_count=16020 10651 5369 6890 6594 4432 6168 3220 426 1212 951 261 2359 937 323 3761 2828 2478 861 933 301 614 910 172 442 350 296 45 251
is_linear=0
shrinkage=0.0149824
Tree=27
num_leaves=31
num_cat=0
split_feature=47 80 50 47 26 18 120 28 0 26 35 96 35 134 121 4 134 84 31 121 40 27 140 143 50 145 128 4 115 56
split_gain=139.09 36.1316 32.4383 20.9075 14.2213 14.3569 12.9052 12.756 23.4904 11.6004 11.4707 11.6964 11.2328 11.1096 11.1622 10.932 10.3862 13.1723 10.1749 10.1354 9.9631 5.54061 5.15298 4.64708 4.3426 5.65011 5.21534 5.1374 5.32267 5.17282
threshold=1.6850000000000003 0.024646199819576001 1.4350000000000003 2.0650000000000004 0.43527777777777782 1.0000000180025095e-35 1.1340000000000001 5.4722222222222232 1463.2559656453734 0.46211111111111119 5.5250000000000012 4.5000000000000009 2.7150000000000003 0.080500000000000002 1.5635000000000001 1438.3903638317859 -0.69449999999999978 0.011927083333333251 0.23108709472345831 1.8660000000000003 2.3250000000000006 0.49950000000000006 1.0000000180025095e-35 0.46200000000000008 2.2050000000000005 0.18295000000000003 1.0000000180025095e-35 1511.8409870804671 0.9285000000000001 3.1150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 10 7 5 -4 13 9 23 12 11 -3 -2 20 -15 -10 21 -18 -6 -11 -5 -8 -12 -9 27 -26 -27 29 -29 -1
right_child=3 2 4 6 18 -7 16 8 15 19 22 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.014491401233002356 0.0079631876974427113 -0.00023849588233121151 0.0065221299709776323 -0.020703275205596765 0.0085657438574681527 -0.021458380109318633 -0.033719218073010378 -0.051754509519008222 0.0085346512803557272 -0.00028582149389389877 0.015502188184008753 0.002690676969153706 -0.0062848047590179958 -0.011856443291905903 -0.027436860908040268 -0.0093450227186271575 -0.00060637051087564762 -0.013046589374656151 0.0018614716653745519 -0.008220738525062013 -0.005570284939088962 -0.0070757312781101218 -0.0057576334810445669 -0.024415788061102856 -0.020066940939479066 0.018394696867049431 -0.0038517279355194467 -0.0089647273551422355 0.0082678185004391933 0.0039425702387175712
leaf_weight=66.320996224880219 13.332578450441359 877.20776033401489 8.3739632070064562 10.782005771994589 228.50446511805058 8.0960211306810361 3.8392909765243521 2.9086247831583014 9.1626487523317319 426.76023672521114 16.802893251180652 469.93149872124195 181.58285148441792 63.260921999812126 12.334197938442228 47.314924970269203 103.89985589683056 23.41088242828846 65.346281677484512 39.476721376180649 103.61200357973576 3.2226262837648392 3.0189748853445044 2.6833278387784958 2.3277649879455558 4.229395389556883 5.3675580471754074 4.3245447129011145 57.772845536470413 12.383039221167563
leaf_count=427 69 4937 50 53 1402 47 19 15 49 2252 100 2678 950 309 60 250 520 116 403 206 507 16 18 14 15 28 35 27 367 81
internal_value=8.55851e-05 0.00257779 0.00194253 -0.004268 0.00631553 -0.00723204 -0.00742853 -0.00285052 -0.00934453 -0.00224086 0.000949788 0.000783307 -0.00531021 -0.0099418 -0.0143986 -0.00644431 -0.00387501 -0.00289398 0.00707485 -0.000957679 -0.00699662 -0.0215608 0.0122642 -0.0386361 0.00955439 0.000873208 0.00595233 0.0102896 0.00706772 0.0128317
internal_weight=2877.59 1830.01 1677.28 1047.58 310.321 16.47 324.362 723.222 62.0695 661.152 1366.96 1347.14 194.915 189.989 75.5951 56.4776 134.373 127.311 293.851 466.237 114.394 7.06192 19.8219 5.59195 152.726 11.9247 9.59695 140.801 62.0974 78.704
internal_count=16020 10615 9635 5405 1902 97 1600 3805 328 3477 7733 7615 1019 929 369 299 671 636 1805 2458 560 35 118 29 980 78 63 902 394 508
is_linear=0
shrinkage=0.0149824
Tree=28
num_leaves=28
num_cat=0
split_feature=51 54 86 86 94 36 3 24 93 15 28 0 3 118 1 38 103 132 92 145 85 28 119 122 149 130 132
split_gain=167.514 38.2483 30.777 25.6919 17.9218 17.2516 14.683 14.553 13.8991 13.3357 10.0572 18.172 9.7532 12.2523 9.44543 9.36716 9.28424 9.22804 8.07955 7.1498 6.52643 6.56782 6.84634 6.2916 5.86041 3.64684 1.58393
threshold=1.2450000000000003 1.4750000000000003 2.6698717948717952 3.2738636363636369 19.050000000000004 9.8100000000000023 1635.6678040425684 0.55000000000000016 19.050000000000004 0.45000000000000007 3.4142857142857146 1505.7906942646762 1406.1314824372505 0.90000000000000013 1704.8415529584927 0.25030367094011946 1.1085000000000003 1.8660000000000003 -0.068749999999999992 0.97555000000000014 -0.5116666666666666 7.1125000000000007 2.9000000000000004 1.7300000000000002 0.48150423393478953 1.7640000000000002 0.89450000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 7 8 17 9 -1 -2 11 18 13 -5 -14 -9 -7 -6 -4 24 -3 22 -22 -13 -12 -8 -23
right_child=2 20 10 12 6 16 25 15 -10 -11 19 23 14 -15 -16 -17 -18 -19 -20 -21 21 26 -24 -25 -26 -27 -28
leaf_value=-5.2826402898435865e-05 -0.013709432168255422 -0.01977697349442319 -0.014832078219761948 -0.030880696765782312 -0.0027366020341704337 0.01453332435639062 0.016001607881549699 -0.027195693582032627 0.0030606277990638357 -0.0073002340617749611 0.017727990796235767 0.013516326441630408 0.011219902231143256 0.010590909298858033 -0.0192068729396438 -0.0022495256810346879 -0.011513059217471037 -0.012346247377560505 -0.0016370526112290467 -0.018266982420752958 0.0066000514986369633 0.0050637182561882651 0.015159612797612763 -0.01051835705538239 0.0036938282416466269 0.0031729149546072888 0.018683061075824899
leaf_weight=878.96610446274281 90.978425070643425 1.9412612617015828 23.512821137905121 2.9798378348350516 234.38050313293934 30.469346553087234 10.121983230113985 3.4707656055688849 507.80148334801197 366.19421193003654 7.1812105625867835 14.082612231373789 90.751913487911224 3.4511029571294785 2.3494594395160666 127.48025378584862 3.4163683652877799 24.805392056703568 18.702047303318977 3.1424873769283286 271.98844875395298 2.2068876177072552 22.728563115000725 2.9583916068077079 95.51727606356144 9.7802501618862134 14.585828542709349
leaf_count=4968 457 12 123 17 1214 185 52 18 2890 1854 39 76 547 20 14 648 20 129 100 17 1707 14 149 16 518 52 92
internal_value=0.000125639 0.00284346 -0.00470188 0.00186088 -0.00583063 0.00134533 -0.00270402 -0.00731432 0.00108725 -0.00857568 0.00122714 -0.00371495 0.00921944 -0.0086254 0.0104521 -0.00291071 0.0119073 -0.00365629 -0.00898642 0.003994 0.0076088 0.00777946 0.00726017 0.00934379 0.00467517 0.00969741 0.0168932
internal_weight=2865.95 1833.64 1032.31 1520.19 867.212 1420.65 279.088 588.124 1386.77 457.173 165.097 59.2559 99.5323 6.43094 93.1014 130.951 33.8857 259.186 42.2149 105.841 313.451 311.51 294.717 17.041 102.698 19.9022 16.7927
internal_count=15948 10635 5313 8661 4424 8063 1447 2977 7858 2311 889 315 598 37 561 666 205 1343 223 574 1974 1962 1856 92 557 104 106
is_linear=0
shrinkage=0.0149824
Tree=29
num_leaves=31
num_cat=0
split_feature=51 41 86 86 89 86 41 27 27 125 136 26 9 38 90 10 0 111 11 38 4 134 26 27 135 97 27 44 90 38
split_gain=162.425 37.3961 29.7343 24.1625 18.0561 53.3449 15.6208 13.277 15.0895 12.8691 12.1742 11.1577 11.131 11.0497 9.60213 9.43064 8.84909 14.9233 8.76912 8.75429 8.69325 8.39314 7.762 13.8737 6.59474 5.5366 8.58459 4.58151 3.88768 3.42343
threshold=1.2450000000000003 2.4250000000000003 2.6698717948717952 3.0956959706959712 1.0000000180025095e-35 1.5227272727272729 1.7950000000000002 0.44816666666666666 0.45154761904761903 2.2250000000000005 2.9500000000000006 0.45707142857142863 2.4226190476190479 0.30294173924075529 0.021249999999999953 1.3095238095238098 1384.635763552865 6.0500000000000007 1.5166666666666668 0.28847758107467608 1402.9831929688851 -0.41099999999999998 0.43527777777777782 0.55118055555555567 0.094500000000000015 2.5000000000000004 0.45414285714285713 8.1750000000000025 -0.30166666666666658 0.15219193477556203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 9 -6 7 19 -9 -1 27 14 13 -13 18 -14 17 -5 -4 -2 -12 -16 23 -3 -18 26 -24 -8 -27 -25
right_child=2 22 11 16 5 -7 10 8 -10 -11 20 12 15 -15 21 -17 24 -19 -20 -21 -22 -23 25 29 -26 28 -28 -29 -30 -31
leaf_value=0.0018349944990745199 -0.027777289041004457 -0.026488079885579763 -0.0041036448797479681 -0.021279107044317212 -0.041298207786670309 -0.00058507210204442831 0.015495751927419026 0.016235535076014541 -0.0071695795140362863 0.0073676402762697431 0.0020144557644215292 0.0066230090846409436 -0.030484133275863693 -0.0070802321528003129 -0.020460364697295685 0.0049872184620254273 0.010691464690050983 0.010578374721691626 -0.021136772916854427 -0.01189321840177176 -0.0049964174339498383 0.0089260978874785707 -0.0026812025426248072 -0.0033302405025207593 0.0044541481402912151 2.3520873137959563e-05 0.0085214831523679861 -0.0060986497557957917 0.012959766646771897 0.01910829253177997
leaf_weight=904.79322423040867 8.9206497073173505 3.9328926950693113 19.159522071480755 6.2674403190612775 7.3559967577457419 402.91932646930218 9.694536626338957 6.3147554993629447 296.80735515058041 105.36193689703941 43.639119625091553 97.002298355102539 3.8386532664299002 15.291086331009863 2.5987600237131145 2.9952797740697861 96.995934829115868 6.9728214889764786 10.50445945560932 61.374761834740639 439.9136880338192 13.593080803751944 17.435816273093224 2.6783858686685562 62.613876059651375 5.6017182916402808 128.63188673555851 2.854835867881774 75.494964048266411 3.548204705119133
leaf_count=5162 44 23 101 36 40 2271 51 31 1463 621 228 531 20 79 14 16 581 41 55 300 2292 73 108 16 374 35 832 15 474 21
internal_value=0.000123943 0.00280561 -0.00462141 0.00197915 0.00133553 -0.00131504 -0.00572784 -0.00804246 -0.00668199 0.00241206 -0.00398561 0.00120987 0.00362723 0.00475703 -0.0050701 -0.0149372 0.00726824 -0.00450177 -0.0101353 -0.013909 -0.00436371 0.0042096 0.00835407 -0.00445834 0.00824461 0.00892708 0.00718424 0.0105833 0.0120662 0.00945632
internal_weight=2865.11 1830.6 1034.5 1593.28 1420.43 410.275 869.52 373.418 303.122 1010.16 496.102 164.983 119.127 112.293 45.8558 6.83393 172.85 13.2403 29.664 70.2954 483.553 16.1918 237.324 10.1595 159.61 227.164 146.068 12.5494 81.0967 6.22659
internal_count=15948 10635 5313 9126 8094 2311 4424 1838 1494 5783 2586 889 646 610 243 36 1032 77 156 344 2520 87 1509 60 955 1449 940 66 509 37
is_linear=0
shrinkage=0.0149824
Tree=30
num_leaves=27
num_cat=0
split_feature=45 54 86 89 86 86 127 119 91 94 126 30 103 92 40 100 42 100 141 120 91 150 141 5 42 53
split_gain=138.908 41.1352 29.6257 34.3744 42.5852 19.0186 15.7862 14.6179 14.1814 13.5347 13.2849 12.0707 10.1898 9.66766 9.20201 8.68578 7.94736 6.41258 8.75572 9.07017 6.99252 6.06418 4.23472 1.17019 0.946569 0.00107529
threshold=1.1450000000000002 1.4750000000000003 2.8837994214079079 1.0000000180025095e-35 1.9848484848484851 2.6698717948717952 1.8450000000000002 2.7750000000000004 0.40375000000000011 19.050000000000004 1.0500000000000003 0.10241841491841487 1.7855000000000001 -0.33958333333333329 1.8950000000000002 1.3650000000000002 4.2750000000000012 2.6350000000000002 1.0595000000000001 2.0500000000000003 -0.48958333333333331 0.52479469483749097 0.59250000000000014 1512.8626331384519 9.6600000000000019 2.8050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 -1 15 9 11 -11 -2 14 -9 -7 -4 -16 18 20 -20 -3 -19 -10 25 -23 -14
right_child=5 17 7 4 -6 12 -8 13 22 10 -12 -13 23 -15 16 -17 -18 21 19 -21 -22 24 -24 -25 -26 -27
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leaf_count=4460 655 80 662 141 1650 24 1120 23 14 312 1062 2161 19 43 539 930 116 26 106 207 1382 133 14 14 40 15
internal_value=0.000122293 0.00247901 0.00150222 0.000545476 -0.00369247 -0.00449698 0.00194421 0.00588534 -0.00534431 -0.00518181 -0.00240106 -0.00650374 0.000709926 -0.0106807 -0.000371331 0.00658247 0.000389011 0.00746323 0.00674182 0.00101016 0.00796915 0.0138836 -0.028883 0.0163305 0.0164491 0.0198063
internal_weight=2864.22 1896.6 1585.81 1301.68 323.012 967.629 978.671 284.129 832.203 826.497 266.307 560.19 135.426 11.4738 126.659 272.655 122.322 310.783 279.39 49.275 230.115 31.3931 5.70592 8.76727 27.2557 6.24799
internal_count=15948 11003 9029 7371 1791 4945 5580 1658 4218 4190 1374 2816 727 66 679 1592 655 1974 1775 313 1462 199 28 48 173 34
is_linear=0
shrinkage=0.0149824
Tree=31
num_leaves=27
num_cat=0
split_feature=45 50 86 86 148 96 94 31 2 90 122 127 102 49 45 3 134 91 96 127 106 40 123 4 91 4
split_gain=134.681 34.2878 26.5025 18.3776 16.5454 21.131 13.6588 12.6298 13.236 11.1525 11.1567 9.90419 8.75909 7.73741 7.68404 7.41803 11.0758 7.53643 7.18742 8.78066 7.83738 6.5922 7.39229 6.97329 4.48654 4.3511
threshold=1.1450000000000002 1.5550000000000004 3.2738636363636369 2.6698717948717952 0.15750136840413273 4.5000000000000009 19.050000000000004 0.086479107312440615 17.687013659794847 -0.094999999999999932 0.91300000000000014 1.2680000000000002 0.76850000000000007 3.7450000000000006 1.385 1406.1314824372505 1.0000000180025095e-35 0.33958333333333329 3.5000000000000004 0.7320000000000001 0.8590000000000001 1.8950000000000002 1.6755000000000002 1475.3613856574909 -0.48958333333333331 1508.7980811448763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 11 -6 9 12 -9 10 -2 -1 -8 -11 21 16 -4 -17 20 -20 24 23 -23 -5 -3 -21
right_child=3 18 15 14 5 -7 7 8 -10 13 -12 -13 -14 -15 -16 17 -18 -19 19 25 -22 22 -24 -25 -26 -27
leaf_value=-0.0021433174515608075 -0.019292418314388177 -0.0045621111335123424 -0.019789149056060728 0.0021733673039623326 -0.00046367543760325369 0.0032987128748771283 -0.0032912423127212467 -0.003735950131357189 0.0039907158094399514 -0.0039418605722630132 -0.0080787359399721783 0.0099822136087356888 -0.025362851003696753 -0.0078624332232134341 -0.019585480577542402 0.010811556617197618 0.019161757283711542 -0.0097852405405314431 -0.015673815004621089 0.0092225663639036032 -0.014748221312605019 0.0035323301623295753 -0.0066015050267273726 -0.032783820508750942 0.00720689936217559 0.016130422779086964
leaf_weight=19.15572652220726 27.077057793736458 7.7390865236520758 4.580364227294921 2.5580073148012152 964.0445636510849 513.60478489100933 7.4445077925920513 182.76437251269817 68.387844428420067 270.16657510399818 75.305621176958084 71.789114966988564 8.8150926530361158 194.22995708882809 4.065801575779914 96.339393675327301 2.551566556096077 4.1599252223968497 2.6030337214469901 46.375314757227898 4.0209398120641699 107.15921021997929 19.027242422103882 2.5657090395689011 120.20569387078285 36.638812094926834
leaf_count=116 132 49 26 14 5421 2949 37 938 358 1388 376 465 45 944 20 588 15 25 16 297 25 579 100 14 776 235
internal_value=0.000120642 0.00244561 0.00171929 -0.0044206 0.0012258 0.000844064 -0.00525155 -0.00246048 -0.00163201 -0.00656841 -0.0110444 0.00742821 -0.0152573 -0.00558161 0.000699732 0.0089112 -0.0058538 0.009959 0.00804108 0.0114218 0.00584774 0.00132783 0.00200428 -0.0153316 0.00649502 0.0122714
internal_weight=2863.38 1893.81 1676.23 969.567 1568.59 1477.65 834.191 267.412 251.152 566.779 102.383 90.9448 16.2596 464.397 135.376 107.631 7.13193 100.499 217.583 85.6172 131.966 131.31 126.186 5.12372 127.945 83.0141
internal_count=15948 11003 9605 4945 8951 8370 4218 1378 1296 2840 508 581 82 2332 727 654 41 613 1398 548 850 707 679 28 825 532
is_linear=0
shrinkage=0.0149824
Tree=32
num_leaves=29
num_cat=0
split_feature=51 54 52 90 127 52 126 51 26 52 3 9 10 11 29 46 26 4 127 11 104 133 11 99 80 119 9 126
split_gain=149.139 35.1606 18.8782 14.0067 13.7307 15.8932 17.255 13.547 11.0337 16.2484 9.75833 9.73241 11.7008 12.2581 9.992 18.4165 10.0784 9.65332 9.86168 9.37597 9.02744 7.41722 5.17099 4.73266 6.44272 4.6308 3.68699 0.00107957
threshold=1.2450000000000003 1.4750000000000003 2.2150000000000003 0.23958333333333337 1.8450000000000002 2.8350000000000004 2.6125000000000003 1.1150000000000004 0.43527777777777782 3.3950000000000005 1462.5833176092312 2.3095238095238098 1.3785714285714288 1.1833333333333336 2.8944444444444448 1.905 0.39050000000000007 1331.3546748764263 0.7320000000000001 2.0333333333333337 0.50550000000000017 2.2680000000000002 0.30952380952380959 0.59545454545454557 0.089597366200098713 2.9000000000000004 0.96666666666666667 1.2930000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 17 5 6 -1 21 9 -3 -11 14 13 -13 15 -2 -16 26 -19 -7 -9 -6 -10 27 -25 -24 -4 -5
right_child=2 8 3 23 7 19 -8 20 22 10 -12 12 -14 -15 16 -17 -18 18 -20 -21 -22 -23 25 24 -26 -27 -28 -29
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leaf_count=4376 66 14 15 14 379 2165 228 386 23 31 23 31 22 40 94 252 1647 313 2681 212 485 430 1739 70 19 144 29 20
internal_value=0.000119002 0.00270284 -0.0044073 -0.002689 0.00176403 0.00107395 -0.000130124 0.0047138 0.00731636 -0.00712873 0.00225734 -0.00677808 -0.0172312 -0.0236826 -0.00629997 -0.0117187 -0.00530975 -0.00314238 -0.00337546 0.00348857 0.00164959 0.00817083 0.00787284 0.0088094 0.00461525 0.00809444 0.0128805 0.0198807
internal_weight=2862.49 1822.26 1040.24 603.112 1514.14 1227.07 818.781 287.067 308.114 11.4294 8.95673 437.123 19.1189 14.6734 418.004 64.5837 353.421 580.234 571.915 408.294 152.18 134.888 296.685 22.8785 16.5926 293.007 8.31929 6.2858
internal_count=15948 10635 5313 3161 8661 6981 4604 1680 1974 68 54 2152 93 71 2059 318 1741 3038 2994 2377 871 809 1906 123 89 1883 44 34
is_linear=0
shrinkage=0.0149824
Tree=33
num_leaves=26
num_cat=0
split_feature=49 41 41 149 53 3 141 31 126 93 85 3 91 91 123 123 41 26 93 126 95 110 26 120 110
split_gain=124.33 42.8726 23.6137 22.3933 16.0559 13.5753 12.1588 11.6248 11.4634 13.556 12.8658 11.0513 11.9873 11.0417 11.344 14.0767 10.7913 10.1395 9.91188 10.5368 8.95453 8.83656 8.80148 8.41834 4.91124
threshold=2.9050000000000007 2.1350000000000002 1.7550000000000001 0.48150423393478953 1.8550000000000002 1673.4169804970632 -0.72849999999999981 0.086479107312440615 2.6125000000000003 19.050000000000004 -0.2899248120300752 1648.5665498134106 0.040416666666666656 0.40375000000000011 1.7435000000000003 2.0250000000000004 1.6150000000000004 0.38105555555555565 9.9000000000000021 1.8820000000000003 -1.0000000180025095e-35 13.750000000000002 0.49788888888888888 1.1340000000000001 23.250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 5 17 23 20 11 9 -5 -10 12 -4 14 16 -16 -2 -3 21 -20 -6 -9 -8 -1 -19
right_child=2 4 7 8 6 -7 22 18 10 -11 -12 -13 -14 -15 15 -17 -18 24 19 -21 -22 -23 -24 -25 -26
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leaf_count=268 232 6 227 3865 153 19 677 830 20 1991 250 20 26 15 47 26 1028 1671 2015 315 314 33 1476 342 82
internal_value=0.000117393 0.00231357 -0.00432338 0.000585368 0.00522192 -0.00563978 0.00346629 -0.00279314 0.00125769 0.000932237 0.00855176 -0.00952213 -0.00760468 -0.00798149 -0.00766405 -0.0201471 -0.00692535 0.00809842 -0.0022123 -0.00103014 -0.00185275 -0.0052747 0.0046241 -0.00473389 0.00827805
internal_weight=2861.61 1914.7 946.912 1201.02 713.675 117.069 443.184 667.632 1083.95 1037.65 46.2995 53.0506 49.1835 279.28 276.144 15.4282 260.716 270.491 614.582 443.414 79.2239 171.168 363.96 113.491 269.457
internal_count=15948 11134 4814 6755 4379 629 2620 3466 6126 5856 270 273 253 1348 1333 73 1260 1759 3193 2330 467 863 2153 610 1753
is_linear=0
shrinkage=0.0149824
Tree=34
num_leaves=29
num_cat=0
split_feature=51 54 52 90 93 80 55 133 130 134 26 52 111 108 79 3 4 26 130 122 126 46 85 11 99 80 42 126
split_gain=140.667 33.5593 17.6395 13.588 12.67 18.0544 16.1533 13.4143 11.1876 13.3614 10.6987 15.3434 10.2969 13.1974 9.62304 9.50246 9.39291 9.35871 8.46942 8.46578 8.23385 8.05732 6.64298 5.16347 4.66269 6.24712 3.58799 0.00106673
threshold=1.2450000000000003 1.4750000000000003 2.2150000000000003 0.23958333333333337 19.050000000000004 0.032923425780568609 1.7150000000000001 1.8945000000000001 0.88200000000000012 0.062000000000000006 0.43527777777777782 3.3950000000000005 14.750000000000002 2.5000000000000004 2.1662177642542404 1462.5833176092312 1331.3546748764263 0.3886607142857143 2.9500000000000006 0.93550000000000011 1.9500000000000002 1.9850000000000001 -0.5116666666666666 0.30952380952380959 0.59545454545454557 0.089597366200098713 4.7150000000000007 1.2930000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 16 5 7 -7 -1 9 21 11 -3 13 -10 -6 -13 26 -18 -16 -11 -14 -2 -12 -24 27 -26 -4 -5
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leaf_count=309 62 14 29 14 19 4409 422 359 1114 143 12 31 434 165 3011 23 114 2880 132 40 21 173 23 1871 70 19 15 20
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internal_weight=2860.72 1816.7 1044.02 604.565 1511.34 963.155 855.322 107.834 439.454 86.6837 305.363 11.4544 352.77 260.359 548.181 8.9269 581.766 573.488 544.524 38.0575 92.4114 48.6262 293.908 291.976 22.7988 16.5715 8.2775 6.22734
internal_count=15948 10635 5313 3161 8661 5499 4831 668 2152 418 1974 68 1734 1279 3162 54 3038 2994 3143 183 455 235 1906 1894 123 89 44 34
is_linear=0
shrinkage=0.0149824
Tree=35
num_leaves=31
num_cat=0
split_feature=51 41 55 150 49 100 13 93 31 28 96 148 3 130 9 26 141 5 53 117 132 26 20 56 143 142 141 101 26 56
split_gain=120.706 31.5878 27.2275 18.2378 14.2532 11.6467 11.579 11.3087 14.8757 11.4852 10.6786 10.2669 12.8779 10.9851 10.0135 9.45187 11.9081 9.68312 8.99718 8.51776 8.17841 8.94685 7.7248 7.18909 7.1046 11.2401 6.79138 4.98228 5.28599 1.50692
threshold=1.2150000000000001 2.2350000000000008 1.7550000000000001 0.53586959486578023 1.7250000000000003 3.1000000000000005 1.0000000180025095e-35 12.900000000000002 0.079077644606565911 4.1180555555555562 4.5000000000000009 0.30672192291753003 1628.462643971013 1.2360000000000002 2.4226190476190479 0.39050000000000007 0.46300000000000008 1470.8412557418305 3.2350000000000008 0.87500000000000011 1.1550000000000002 0.5531666666666667 1.5000000000000002 1.5650000000000002 -0.96549999999999991 -0.28449999999999992 2.2740000000000005 2.5500000000000003 0.41950000000000004 1.635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 11 27 10 -7 8 9 -2 -5 13 -13 -1 15 16 -4 -17 23 -10 22 -22 -9 -16 25 -6 -26 28 -3 -29
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leaf_count=557 42 12 91 2837 62 18 59 775 1207 17 1251 133 17 1549 43 66 27 2370 16 117 1240 211 285 24 1222 236 53 14 1308 92
internal_value=-0.000255817 0.00248945 -0.00370785 0.00111738 0.00573434 0.00255567 -0.0113785 -0.00183847 -0.0042991 -0.0209167 0.00281811 -0.00142558 -0.0100653 -0.000765916 -0.00628928 -0.00591571 -0.0150227 -0.00546329 -0.0176004 -0.00354627 -0.000434065 -0.0021316 0.00187846 -0.0230587 0.00336934 -0.00175448 0.00457109 0.00859271 0.00794087 0.0165992
internal_weight=2859.11 1592.59 1266.52 1119.3 473.288 714.933 13.216 734.573 266.916 11.568 701.717 404.365 28.6842 375.681 531.951 514.944 24.3708 490.573 17.0069 255.348 467.657 269.689 197.968 13.5959 258.996 49.2049 209.791 214.291 198.159 16.1329
internal_count=15951 9420 6531 6421 2999 4165 77 3894 1383 59 4088 2256 150 2106 2637 2554 118 2436 83 1324 2511 1451 1060 67 1573 298 1275 1426 1320 106
is_linear=0
shrinkage=0.0149824
Tree=36
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split_feature=54 55 86 80 54 86 86 144 144 120 39 96 39 110 136 100 34 86 39 145 9 55 4 110 110 3 27 31 141
split_gain=102.236 51.2916 19.9295 24.2633 18.5766 17.3287 15.0948 16.8386 16.3366 11.6718 11.4062 9.48145 13.9774 11.5421 9.44506 9.18746 9.50826 7.60361 7.06319 5.98232 6.90085 5.21614 7.34357 6.27261 5.98125 4.86008 4.23804 2.53329 1.983
threshold=1.3250000000000004 1.5850000000000002 2.9298029556650254 0.032923425780568609 1.5750000000000004 3.2714987714987722 2.6698717948717952 1.0000000180025095e-35 0.00035000000000000005 1.9500000000000002 0.18722717640551864 4.5000000000000009 0.70576684462826578 23.750000000000004 7.4500000000000002 2.6350000000000002 1.2650000000000003 3.6120401337792649 0.3391984167238184 0.19055000000000002 1.5166666666666668 1.5050000000000001 1512.6468566010219 21.550000000000004 10.350000000000003 1603.3551323579538 0.45316666666666666 0.19760264140109099 -1.0689999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 11 7 14 -9 -5 -4 13 -13 -2 -3 16 -8 -12 -1 20 -7 24 23 -23 26 -21 -6 -24 -26
right_child=4 6 10 9 21 19 15 8 -10 -11 17 12 -14 -15 -16 -17 -18 -19 -20 25 -22 22 27 -25 28 -27 -28 -29 -30
leaf_value=0.0098790847004965356 0.00094128678701267221 -0.0055350627730458022 -0.023427264932400611 -0.002170764480413498 -0.0067507977061353379 0.011706005950217546 0.015731585675521069 -0.021870767087953678 -0.0074812503564256 0.0037183782098055029 0.0055329254388645707 0.0045387187353456097 -0.029048467133855799 -0.019733009083404335 -0.0021501494567452107 -0.028622631520993987 -0.00049459025430762362 0.016857520547357063 0.00016256396357730747 0.014720774608203473 -0.0056753944970557814 -0.0055277518083595191 0.016643725916235301 0.01835093988306731 0.0055311611656261488 -0.0019411920257386252 0.0086782857086169351 0.0047358388965006923 0.017664767560874747
leaf_weight=61.17332860827446 390.0476811081171 408.0480379909277 2.825320452451705 540.42397694289684 4.1526997387409201 10.752619162201883 8.572105795145033 19.632848531007767 180.87532611191273 87.818749636411667 99.792035952210426 281.27052952349186 2.8089994937181464 6.1572120040655127 338.58454310894012 2.4892546981573096 149.22010342776775 15.356752768158911 23.148218378424644 41.534431174397469 9.8008944243192655 18.737987905740741 8.4516444206237811 2.8441849797964087 3.486365973949435 4.3402745276689521 106.02036911249161 7.6314177364110938 22.773057609796524
leaf_count=387 2288 2082 17 2967 27 68 50 98 909 490 573 1672 17 36 1728 14 801 95 141 262 61 123 56 19 23 27 717 50 153
internal_value=-0.000251882 -0.00220489 0.000609652 -0.000334693 0.00385848 0.00283094 -0.00431573 -0.0050353 -0.00889021 -0.00134755 0.0063135 0.00211773 0.0042066 0.000619997 -0.00400007 -6.3634e-05 0.000386904 0.00704323 0.00721168 0.0101349 0.00341773 0.00826564 0.00332995 -0.0023809 0.00962825 0.0131444 0.00809672 0.0109934 0.0160538
internal_weight=2858.77 1937.96 830.538 712.564 920.81 746.713 1107.42 947.141 200.508 628.243 117.974 680.284 284.08 396.205 746.633 160.281 157.792 115.149 84.3215 66.4282 20.5535 174.098 37.6652 21.5822 136.432 45.8747 110.173 16.0831 26.2594
internal_count=15951 10352 4670 3985 5599 4431 5682 4817 1007 3457 685 4013 1689 2324 3810 865 851 668 528 418 129 1168 248 142 920 289 744 106 176
is_linear=0
shrinkage=0.0149824
Tree=37
num_leaves=30
num_cat=0
split_feature=47 86 79 48 55 92 114 6 28 53 133 47 119 53 136 137 6 125 53 27 27 96 86 125 6 132 141 136 137
split_gain=121.054 32.8294 28.2367 26.3466 20.9071 18.1152 14.7407 12.7995 11.8332 11.7388 9.41072 9.69835 9.10944 11.6303 8.8848 8.85329 18.077 8.43088 8.37591 7.52619 8.56364 7.16055 10.9113 8.79285 5.4561 4.52612 3.05938 2.90296 2.36331
threshold=1.655 3.2714987714987722 3.8646919751211271 1.8950000000000002 1.7550000000000001 0.34375000000000006 2.4500000000000006 1527.8754476088418 6.8944444444444457 1.8550000000000002 1.8945000000000001 1.1250000000000002 2.2250000000000005 3.1850000000000005 11.950000000000001 4.0500000000000007 1496.741823295378 2.5500000000000003 2.8150000000000004 0.50316666666666687 0.5631666666666667 3.5000000000000004 3.5577777777777784 1.7750000000000001 1537.2625525534281 1.0500000000000003 -1.2689999999999997 3.0500000000000003 8.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 8 -1 -2 -5 11 -4 15 14 -14 16 -6 -17 -8 28 -21 22 23 -3 27 -12 -24 -23 -7
right_child=4 21 10 9 12 19 18 -9 -10 -11 25 -13 13 -15 -16 17 -18 -19 -20 20 -22 24 26 -25 -26 -27 -28 -29 -30
leaf_value=-0.0014832037050117306 -0.0030502198556508391 0.0071941638613401927 0.0057779814949793047 0.0066857511503953873 -0.019947269356787509 0.017704349866989058 0.010970454553308135 0.0050620322221700568 -0.02499723514254058 0.0020993927492761891 0.016878709839726169 -0.011835992976567811 -0.034040758001602341 0.0042978762649582619 -0.0079272777105934833 -0.0046789637327629341 -0.0052976753276663879 -0.021567961131308051 -0.013794623257157895 -0.0088098514331353215 0.016611232658242107 0.0013579093379123424 0.0010606585215087378 -0.0070531878873323715 -0.0033730405537568675 0.0090666099117478003 0.016452160538522817 0.015513798753740324 0.0069791871180241152
leaf_weight=683.22921206057072 559.71799968183041 24.33628511428833 43.852009311318398 166.33204428851604 28.558450847864151 13.842691466212274 24.493073329329494 74.365863919258118 5.5694562494754782 507.4433336853981 21.853867888450623 8.3535549193620664 7.855394199490549 4.2778058797121039 4.6595213562250137 423.22015006840229 55.950731083750725 6.7404369264841071 3.504159376025199 8.8745282888412458 4.4743426591157904 3.4662389159202567 3.3769915997982052 16.193609178066254 4.0480558127164832 69.881128132343292 20.476677805185318 52.572527170181274 6.9160558283329001
leaf_count=3840 2922 149 290 1057 141 75 129 426 28 2981 149 53 38 20 23 2087 277 34 18 48 24 22 21 100 25 473 130 334 37
internal_value=-0.000247998 0.00229758 0.0017123 0.00107621 -0.00398244 -0.00213046 -0.00274088 -0.00084072 -0.00326645 0.00323161 0.00803772 0.00295952 -0.00616953 -0.0170286 -0.0243183 -0.00581508 -0.0102483 -0.00494373 0.00787082 0.00848743 -0.000289066 0.00970498 0.00623343 0.00150167 0.0134248 0.0109277 0.0142732 0.0146382 0.0141311
internal_weight=2858.44 1699.78 1575.31 1431.37 1158.65 627.392 593.285 757.595 565.287 673.775 143.941 52.2056 531.262 16.7927 12.5149 514.47 84.5092 429.961 27.9972 34.1076 13.3489 124.47 64.3836 40.5299 60.0868 91.735 23.8537 56.0388 20.7587
internal_count=15951 10050 9269 8304 5901 3281 3097 4266 2950 4038 965 343 2620 81 61 2539 418 2121 147 184 72 781 400 249 381 622 151 356 112
is_linear=0
shrinkage=0.0149824
Tree=38
num_leaves=28
num_cat=0
split_feature=47 86 41 86 90 26 49 48 56 26 137 80 51 37 37 6 6 30 90 141 138 137 141 133 6 118 133
split_gain=117.369 32.1241 31.8397 20.2459 17.0305 16.9411 15.6926 13.7657 12.8758 12.7734 12.7002 12.5874 12.108 11.4799 13.5536 16.5387 11.1268 9.50599 8.45623 8.76352 6.74051 6.14576 5.64604 8.35314 5.16452 4.71115 4.44232
threshold=1.655 3.2714987714987722 2.2350000000000008 2.6698717948717952 -0.099999999999999936 0.39050000000000007 1.7250000000000003 1.8950000000000002 1.7550000000000001 0.41950000000000004 6.8500000000000005 0.032064909297052156 1.3450000000000004 0.28216647312150428 0.26686277829786059 1518.3352397574956 1504.1886764573846 0.10729043683589136 0.033749999999999954 -0.81799999999999984 2.5000000000000004 15.050000000000002 -1.7929999999999999 2.3165000000000004 1539.3952747162978 1.2250000000000003 1.1180000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 10 17 25 11 -7 -9 12 -1 -2 14 15 -5 -12 -6 19 -15 -8 -20 23 -3 26 -4 -24
right_child=3 22 6 13 5 8 20 9 -10 -11 16 -13 -14 18 -16 -17 -18 -19 21 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0082293328855970564 -0.0096403980844038152 -0.023142608337913588 0.012672336550547929 -0.013184248958709515 -0.027738272331120178 -0.0041582628364684928 0.0084259027417827575 -0.008377256397280845 0.0014616600310512122 0.0033390337957720879 -0.010009883839327261 -0.0012280747744737401 -0.02346001157582521 -0.0095653183640380269 -0.031128669954426147 0.01984818382163335 0.00038544671514773965 -0.009644106048559066 0.0093777713862125585 0.0019832448210832195 0.0014879726574042519 -0.0074393328740007154 0.016346228891722346 0.013285322868801665 -0.0059421008725762826 0.0070501796533643723 0.0093065376431672384
leaf_weight=33.043456733226776 40.592075735330582 2.8388976454734793 42.820451855659485 10.746216073632242 8.4912344664335233 693.17442533373833 37.202152669429779 22.157825097441673 105.42996793985367 364.35074207186699 57.167052790522575 718.3385948240757 21.914122268557549 18.108274579048157 4.9611385166645041 4.9786412119865409 38.799937680363655 28.039369702339172 43.260189458727837 79.52592895925045 202.72110742330551 5.4978326112031928 26.108672589063644 2.8131788820028305 4.2282623499631873 152.99869349598885 87.749967724084854
leaf_count=210 205 17 291 56 40 3485 227 127 558 2127 283 4024 103 95 26 27 193 140 237 423 1231 30 166 18 26 1032 554
internal_value=-0.000244175 0.0022665 0.00168853 -0.00391575 -0.00472717 -0.00387272 0.00513241 0.000369728 -0.00341633 0.00266736 -0.00923002 -0.000812167 -0.0144854 0.000909716 -0.00953775 -0.00272585 -0.005807 -0.01385 0.002386 -0.000158676 0.00256376 0.00748151 0.00961683 -0.00501154 0.010317 0.0082796 0.0109208
internal_weight=2858.06 1697.37 1573.63 1160.69 993.608 835.135 435.742 1137.89 798.604 386.509 158.473 751.382 62.5062 167.078 20.686 15.7249 95.967 36.5306 146.392 97.6342 239.923 48.758 123.739 5.65208 118.087 195.819 113.859
internal_count=15951 10050 9269 5901 5007 4223 2781 6488 4043 2254 784 4234 308 894 109 83 476 180 785 518 1458 267 781 35 746 1323 720
is_linear=0
shrinkage=0.0149824
Tree=39
num_leaves=30
num_cat=0
split_feature=51 50 48 147 48 136 136 34 120 6 110 6 143 10 16 35 93 6 6 136 143 4 126 6 21 142 4 12 50
split_gain=106.767 25.7511 21.0363 17.8689 18.4172 12.6371 12.767 11.9672 11.945 11.6602 11.4636 11.2203 10.057 8.83113 8.57773 9.90447 8.39837 7.21758 6.45834 6.64708 7.94841 6.29223 9.68621 5.27497 5.01765 2.66869 2.50224 1.69398 1.33494
threshold=1.2150000000000001 1.5750000000000004 1.5250000000000001 0.51497848158142856 1.8950000000000002 2.9500000000000006 7.2500000000000009 2.9150000000000005 0.95000000000000007 1533.0415383045954 8.5500000000000025 1492.39669733199 -0.39499999999999996 0.86190476190476206 4.5000000000000009 3.2350000000000008 12.900000000000002 1496.3564618798898 1477.0054880676732 4.8500000000000005 -1.4524999999999999 1505.3732002134632 1.4145000000000001 1493.3138873494092 0.35416666666666669 -0.33899999999999991 1468.494655748342 0.55000000000000016 2.2750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 9 23 8 14 -7 -1 -8 13 -6 -9 16 -16 -4 -13 27 25 -21 26 -23 -2 -25 -20 -5 28 -3
right_child=2 18 7 21 12 6 10 11 -10 -11 -12 17 -14 -15 15 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 -29 -30
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leaf_weight=628.74708630144596 2.8392385095357922 16.479236245155342 136.64543372392654 28.185357719659805 213.76558902859688 136.25990656018257 161.99285566806793 3.4540197104215613 259.16965468227863 46.430738642811775 165.38516542315483 3.5736145079135886 418.67477503418922 2.6997902095317841 3.0419405400753012 2.8131572753190994 312.49052754044533 70.707129299640656 9.815564379096033 11.958967775106428 133.53425261378288 2.9614999443292609 32.404700934886932 10.705856010317801 2.7949824929237357 21.576172798871994 12.524130448698996 3.3682165741920462 2.6142725050449362
leaf_count=3543 14 112 716 194 1276 663 800 18 1295 267 829 19 2491 14 16 15 1689 375 65 79 893 19 213 54 14 143 85 22 18
internal_value=-0.00024042 0.00235815 -0.00346789 0.00163285 0.00122218 -0.00510609 -0.00540064 -0.00120638 -0.00721241 -0.000498704 -0.00321225 -0.00653368 0.00305936 -0.0259751 -0.000264601 -0.0182818 -2.97212e-05 -0.00492305 0.00739256 0.00643158 0.0050825 0.0086916 0.0040687 0.00792326 0.011827 0.0126842 0.0127077 0.0149602 0.0166883
internal_weight=2857.61 1583.04 1274.57 1383.69 1307.62 739.148 722.808 535.426 395.43 675.178 327.378 80.4346 632.44 6.15381 454.991 5.8551 449.136 74.2807 199.347 176.885 145.493 76.0757 35.3662 16.3401 13.5008 31.3917 40.7095 22.4617 19.0935
internal_count=15951 9420 6531 8088 7577 3669 3587 2862 1958 3810 1629 426 3767 32 2436 31 2405 394 1332 1180 972 511 232 82 68 208 279 152 130
is_linear=0
shrinkage=0.0149824
Tree=40
num_leaves=31
num_cat=0
split_feature=47 35 149 114 126 126 138 80 135 122 99 144 149 9 131 8 100 84 118 39 14 5 8 53 138 96 97 11 39 80
split_gain=110.526 25.1616 19.6585 16.1998 15.5562 13.4714 17.3324 13.8627 12.9291 12.0177 14.6604 11.4821 11.3363 11.1806 10.6154 9.46032 10.8822 9.41189 8.91332 8.76987 8.05365 7.93307 7.86899 6.72623 7.53009 6.30232 6.23009 5.57579 3.98555 2.86987
threshold=1.655 3.3750000000000004 0.56364786838566816 2.4500000000000006 2.0500000000000003 0.61250000000000016 6.5000000000000009 0.094882947619222419 -0.67649999999999999 1.0250000000000001 0.88562091503267981 0.0018500000000000003 0.43653066094010978 2.0333333333333337 1.8450000000000002 1.1833333333333336 0.90000000000000013 0.070961538461538409 1.9000000000000001 0.22714319682536943 0.77500000000000013 1464.5111932717043 1.9309523809523812 2.8150000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.42261904761904762 0.3662452910730658 0.060862910538466958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 5 9 6 13 17 -9 10 -1 -8 -11 -2 21 25 -17 -7 20 22 -6 -4 26 29 -25 -3 -5 -20 -16 -21
right_child=3 2 14 19 18 7 11 8 -10 12 -12 -13 -14 -15 28 16 -18 -19 27 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020085080976152952 0.0024712683986123874 -0.00019137114139234851 -0.028454229138924338 0.0076664525846435287 0.0067723823947040043 -0.0028052933988238584 -0.021376527756520759 -0.026635743231513978 -0.006614026957665965 -0.015920525807516829 -0.014683521348738598 -0.00017528141334292985 0.00062374147951432032 -0.02817741277580495 0.013218210065092243 -0.018948398696924915 0.0004370188197500098 -0.020266477151087231 -0.0085149677528114556 0.00517131190540231 -0.00136985179988734 0.0051165146159518953 -0.027317314593269356 0.014573683786357839 -0.0095348811490580734 0.0076495233113732936 -0.015543784982119929 0.011885251589514608 0.0071483679682567873 0.01735051484254686
leaf_weight=90.108546927571297 21.949476853013042 33.317580476403236 1.5871197581291188 8.2831344008445722 51.458986848592758 854.67077472805977 30.360062420368195 7.5359508842229834 184.24028162658215 9.4448486268520337 26.510114774107933 7.0691418647766104 593.26877421140671 3.0420764982700339 54.740752711892128 6.6739631295204154 249.67078432440758 6.9859486222267142 3.2431674003601065 6.0325814932584789 58.008409827947617 355.3509749174118 2.8424958437681189 4.8116656094789487 7.3511827737092972 74.384046301245689 3.7808675467967978 41.375870957970619 43.64207735657692 15.506273761391638
leaf_count=503 109 197 10 43 298 4367 149 37 902 48 145 35 3382 15 364 39 1499 36 19 32 336 2238 15 24 36 440 20 245 287 81
internal_value=-0.000236731 0.00220727 0.00409318 -0.00378959 0.000438069 -0.00415842 -0.0109212 -0.0037577 -0.00740079 -0.000487351 -0.00488983 -0.0173723 0.000364483 -0.00125944 0.00616827 0.00149782 -6.76844e-05 -0.00294686 0.00475827 0.00467725 0.00245769 0.00496724 -0.00489162 0.00890963 2.56141e-06 0.00522394 0.000392328 0.0104024 0.0105257 0.0139394
internal_weight=2857.25 1692.79 819.367 1164.46 873.419 1115.85 62.4208 1053.43 191.776 719.332 116.619 37.4292 602.714 24.9916 455.321 364.046 256.345 861.657 154.086 48.6082 109.467 356.938 14.9065 33.7017 12.1628 107.702 12.064 44.619 98.3828 21.5389
internal_count=15951 10050 5074 5901 4976 5650 308 5342 939 4078 648 184 3430 124 2899 2175 1538 4403 898 251 634 2248 78 173 60 637 63 264 651 113
is_linear=0
shrinkage=0.0149824
Tree=41
num_leaves=28
num_cat=0
split_feature=47 86 41 86 94 123 48 26 80 37 37 1 126 110 41 35 26 85 91 96 86 141 30 53 101 120 135
split_gain=107.166 31.4675 29.8745 19.4833 16.6447 13.9185 12.7721 12.4082 11.9457 10.9688 12.832 14.4168 10.938 10.6673 10.1826 10.209 8.89565 8.77817 8.46504 7.55212 9.22925 7.22075 8.35188 7.32453 6.45761 4.36953 2.56038
threshold=1.655 3.2714987714987722 2.2350000000000008 2.6698717948717952 19.050000000000004 1.8920000000000001 1.8950000000000002 0.41950000000000004 0.032064909297052156 0.28216647312150428 0.26686277829786059 1603.4675415707245 0.64600000000000013 18.150000000000002 1.6450000000000002 2.6150000000000007 0.39387500000000003 -0.029126984126984147 0.39166666666666666 3.5000000000000004 3.5577777777777784 -0.81799999999999984 0.094467108618052006 2.5450000000000004 0.45000000000000007 2.0500000000000003 0.18900000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 14 13 8 -8 -1 10 11 -5 24 -4 15 -2 -14 -16 19 20 -3 22 -11 -23 -6 -7 -21
right_child=3 18 5 9 12 25 7 -9 -10 21 -12 -13 16 -15 17 -17 -18 -19 -20 26 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0080528037144515785 -0.0086378988525158667 0.0019946020126155413 0.0020283874019674606 -0.011674632827596317 -0.0037463608482471134 0.0080388471367200988 -0.0083245633045161225 0.0032168152604331104 -0.0012088166493003686 0.0080387409155114938 -0.029933948814669733 0.01982374339714368 -0.012023322269115722 0.0084264173480918438 -0.0092541442844572795 -0.023831332343900748 -0.00070278911248078597 -0.0044525472564379562 -0.018222986963161929 0.015966625151208554 0.013978618116779218 0.010458199273557265 -0.011158641214694821 0.0018654246189189487 -0.030379561513921453 0.015242412699745881 0.009094906152507359
leaf_weight=32.682148978114128 52.373451068997383 39.181913286447525 256.4622732847929 11.220651760697367 3.636844187974928 74.187956660985947 22.190247088670731 362.43508775532246 718.76354131102562 7.4111986309289959 5.057471588253974 4.5985132306814185 16.433978632092476 75.779907003045082 102.82186961174011 12.249116539955137 300.32161408662796 506.33552323281765 2.4259323924779883 40.878627941012383 22.830561727285385 29.192883521318436 16.220870077610016 93.867882579565048 4.6646434813737869 25.364060968160629 17.331761792302132
leaf_count=210 242 243 1628 58 18 500 127 2127 4024 39 26 25 82 478 509 59 1543 2531 15 265 147 161 85 500 23 175 111
internal_value=-0.000233084 0.00217724 0.00160552 -0.00372645 -0.00451957 0.00496013 0.000330518 0.00255096 -0.000806007 0.0010011 -0.00915989 -0.00251827 -0.00173505 0.00348769 -0.00586293 -0.0115178 -0.00129012 -0.00526303 0.0094857 0.0100448 0.00640665 0.00244717 -0.00513819 0.00390383 -0.0187117 0.00987419 0.0139206
internal_weight=2856.92 1690.51 1567.87 1166.41 998.837 431.794 1136.07 384.625 751.446 167.569 20.8766 15.8192 325.057 332.242 673.78 64.6226 316.756 609.157 122.649 120.223 62.0125 146.693 23.6321 123.061 8.30149 99.552 58.2104
internal_count=15951 10050 9269 5901 5007 2781 6488 2254 4234 894 109 83 1666 2106 3341 301 1625 3040 781 766 390 785 124 661 41 675 376
is_linear=0
shrinkage=0.0149824
Tree=42
num_leaves=24
num_cat=0
split_feature=47 54 80 86 89 141 89 86 43 110 54 86 92 28 114 92 50 96 96 4 132 124 29
split_gain=91.0132 40.5604 23.0141 23.1787 21.7038 15.7161 14.719 14.1211 11.0779 10.5619 9.38819 9.36507 8.12213 8.69673 8.0501 7.01229 8.38307 6.67457 6.27541 5.7687 4.85021 3.46443 0.794883
threshold=1.8450000000000004 1.385 0.024646199819576001 2.7470930232558142 1.0000000180025095e-35 -1.9689999999999996 0.27000000000000007 2.6631205673758869 1.0000000180025095e-35 9.8500000000000032 1.675 3.1266025641025643 -0.69124999999999981 3.4365079365079372 1.3540000000000003 0.53875000000000017 1.8050000000000004 2.5000000000000004 3.5000000000000004 1505.3732002134632 2.1180000000000008 2.4500000000000006 1.9500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 -4 17 -5 8 9 -7 11 14 -9 -14 -3 21 -17 -2 -13 22 -21 -12 -1
right_child=5 10 3 6 -6 7 -8 12 -10 -11 15 18 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.012770267056432862 -0.012168452809810076 0.0021213202683852623 0.00036654949022062638 0.0092602474314879522 -0.0043557732311426843 -0.0068625049614979717 0.0019193755921125381 -0.021870774623776925 -0.032831116708608103 -0.0028908704623649955 0.0089130996010484739 0.0041842953418410652 -0.0036270134267608325 0.006667360842715294 0.0065706277864701285 0.012278073499970652 -0.025422824304335893 -0.042747678070747253 0.013847653687928016 -0.00091414606415931481 0.013522177395976864 0.015938026057847471 0.018134179713687911
leaf_weight=11.104439705610277 3.1278413236141196 286.53772242367268 919.25499902665615 81.2007195353508 286.57394906878471 304.9413081407547 250.32170426845551 3.1692739427089682 3.2055451273918143 296.38849066197872 65.110581591725349 26.046624153852463 30.443806871771812 46.646288812160492 133.95331004261971 2.5700117051601401 2.7304737567901611 3.2850800156593323 35.845064088702202 12.365589544177057 9.0454808324575406 20.790121719241142 14.046990826725958
leaf_count=77 15 1766 5090 477 1541 1470 1432 16 14 1469 456 168 156 246 837 18 18 16 236 81 59 146 98
internal_value=0.000243581 0.00175937 0.000523167 0.000208867 -0.000755745 -0.00448772 0.0037174 -0.00426909 -0.00505301 -0.00490493 0.00517306 0.00433961 0.0016356 0.00260199 0.00353871 0.00958133 -0.00714306 -0.0278331 0.00978091 0.0109004 0.00518474 0.0106133 0.015766
internal_weight=2848.71 2157.5 1583.91 1537.35 1205.83 691.208 331.522 684.795 604.535 601.33 573.584 482.383 80.2594 77.0901 420.491 91.2012 5.30049 6.41292 61.8917 46.5625 21.4111 85.9007 25.1514
internal_count=15902 12500 8855 8540 6631 3402 1909 3371 2953 2939 3645 3007 418 402 2603 638 36 31 404 315 140 602 175
is_linear=0
shrinkage=0.0149824
Tree=43
num_leaves=21
num_cat=0
split_feature=47 54 79 96 141 79 1 43 111 147 111 54 1 92 31 34 102 117 134 98
split_gain=88.2278 39.5384 22.5015 16.0224 15.0523 13.3277 11.8401 11.3885 10.9239 10.7259 9.44375 9.2299 7.6265 7.87832 7.20591 8.6465 7.57468 4.6 3.88857 1.47407
threshold=1.8450000000000004 1.385 3.8646919751211271 4.5000000000000009 -1.9309999999999998 2.1662177642542404 1725.9995335905576 1.0000000180025095e-35 26.550000000000004 0.44470944031850551 23.250000000000004 1.675 1541.3346731347835 0.53875000000000017 0.18874521704710381 6.3350000000000009 2.3920000000000003 0.41650000000000004 -0.89449999999999996 0.9772727272727274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 9 -5 7 10 -1 -2 -6 14 13 -13 16 -16 -3 -4 -19 -14
right_child=4 11 17 5 6 -7 -8 -9 -10 -11 -12 12 19 -15 15 -17 -18 18 -20 -21
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leaf_weight=1042.3603890389204 4.961662679910658 285.40486396849155 2.0026030391454688 3.9497810602188101 632.77256870269775 480.37111310660839 4.5963184088468543 3.2352928072214118 10.437458619475363 4.0099366307258606 42.891031086444855 58.161921158432961 26.101099938154224 4.3030597269535056 177.68614733219147 10.503895118832586 7.5265591591596595 2.3827031999826422 41.850494682788849 2.0617251992225638
leaf_count=5749 24 1774 13 20 3107 2714 23 14 57 19 215 411 184 29 1120 66 47 16 286 14
internal_value=0.000240137 0.00173504 0.000515569 0.000205804 -0.00441231 0.00246106 -0.00415923 -0.00399698 -0.000831688 -0.0236927 -0.0038627 0.00511213 0.00949817 0.00657985 0.00428594 0.00199832 0.00575558 0.0108138 0.0118193 0.015971
internal_weight=2847.57 2155.1 1583.35 1537.12 692.467 484.321 683.495 678.899 1052.8 8.9716 675.664 571.749 90.6278 62.465 481.121 188.19 292.931 46.2358 44.2332 28.1628
internal_count=15902 12500 8855 8540 3402 2734 3359 3336 5806 43 3322 3645 638 440 3007 1186 1821 315 302 198
is_linear=0
shrinkage=0.0149824
Tree=44
num_leaves=25
num_cat=0
split_feature=47 41 86 98 26 86 23 26 30 11 26 126 41 89 138 77 142 94 6 86 77 102 77 102
split_gain=85.5262 38.2058 23.7001 20.2116 15.5943 15.0031 14.7528 11.2374 9.95709 10.6222 9.38342 13.2785 8.94817 8.74207 10.8328 9.05419 8.66888 9.34554 8.45979 7.71653 5.50049 4.7786 3.33534 0.301685
threshold=1.8450000000000004 2.1450000000000005 2.9325757575757581 0.54772727272727284 0.63527777777777794 3.0987804878048784 2.2678571428571432 0.38105555555555565 0.096632710809281264 0.7238095238095239 0.43414285714285722 2.5855000000000006 2.8750000000000004 0.31000000000000005 2.5000000000000004 2.4226190476190479 2.3415000000000004 14.550000000000002 1497.6929623435155 3.1519230769230773 1.7238095238095241 2.4740000000000006 0.79285714285714304 0.99850000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 8 -2 -10 11 18 19 15 -15 -4 17 -9 -3 -12 22 -14 -7 -24
right_child=5 10 13 4 -6 20 -8 16 9 -11 12 -13 21 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=-0.0033753622619621016 -0.034998205779726829 -0.0097752238428053893 0.010497167158448508 -0.0013889774385477584 -0.016991379184737299 0.0026884561932289282 0.0039821702488084844 -0.0060612997347552662 0.009157647862462804 -0.016351035773614915 0.0040927951263446038 -0.031261742916863101 0.012196724506939437 -0.0098609769892282293 0.0040185375656387719 -0.010403033587515709 -0.027163103002507478 -0.0024596011095948636 0.0054349587868722377 0.01012444112886917 -0.0065297345963126353 -0.011242394331981398 0.020151218803274147 0.014176323983485702
leaf_weight=76.747617065906525 4.430721431970599 12.415566697716711 68.21267157793045 874.89328709244728 14.619805887341498 4.3199513405561474 301.48786833882332 311.48618665337563 4.8362082690000561 15.122871577739714 508.63881424069405 3.2626093477010718 48.330527812242508 13.812010571360586 146.59271398186684 4.9933355301618567 3.7086372524499884 336.32850308716297 24.222279489040375 52.528539419174194 3.8874895125627509 2.0346279591321936 7.0184087306261045 2.6000191122293472
leaf_count=427 20 73 409 4774 79 23 1717 1507 23 73 3191 19 341 79 855 28 18 1667 145 349 20 14 37 14
internal_value=0.000236721 0.00171097 0.000396234 -0.000411827 -0.00164541 -0.00433812 0.00248926 -0.00469593 -0.0146805 -0.0101701 0.00474103 -0.00229856 0.00520034 0.00478138 0.00282341 0.00907157 -0.00432215 -0.00419139 0.000280639 0.00465739 0.0092292 0.0112498 0.0136245 0.0185361
internal_weight=2846.53 2152.79 1501.36 1267.75 889.513 693.739 378.235 675.913 24.3898 19.9591 651.433 39.9005 611.533 233.611 160.405 73.206 651.523 647.815 36.6378 561.167 17.8259 50.3652 13.9384 9.61843
internal_count=15902 12500 8368 6997 4853 3402 2144 3308 116 96 4132 237 3895 1371 934 437 3192 3174 218 3540 94 355 74 51
is_linear=0
shrinkage=0.0149824
Tree=45
num_leaves=30
num_cat=0
split_feature=56 86 36 147 96 38 4 3 122 13 27 24 27 148 86 9 9 30 104 104 27 104 92 26 4 30 28 3 34
split_gain=57.4155 36.5826 26.9206 21.3768 22.2125 17.7043 11.2196 12.9996 14.4459 12.7167 9.51508 10.4277 12.8684 9.11328 7.50504 6.79633 6.51247 8.70212 6.39748 6.09649 13.6857 7.4492 4.95072 4.6869 3.85115 3.31572 2.75603 3.57909 0.00665545
threshold=1.8550000000000002 3.1026315789473689 12.275000000000002 0.51497848158142856 2.5000000000000004 0.24679717628928435 1608.8814192011966 1537.1742464688909 1.1520000000000001 0.77500000000000013 0.46316666666666667 0.77500000000000013 0.44211111111111118 0.28438798652351177 3.7370689655172415 2.1083333333333338 2.1083333333333338 0.17596296296296296 0.62550000000000006 1.7575000000000001 0.53211111111111131 0.85050000000000014 0.62291666666666679 0.46894444444444444 1505.3732002134632 0.19096016343207353 5.2928571428571436 1557.6549962783831 1.3750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 8 -7 -9 11 12 -2 15 16 -8 18 -18 -3 21 -21 -12 23 -4 -5 -13 28 -28 -16
right_child=5 14 22 24 -6 6 13 9 -10 -11 19 25 -14 -15 26 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=-0.0041743859234073524 0.0021446850776534244 0.0095699331888206094 -0.01047168867207879 0.015273524647019669 -0.00077507266683065051 -0.0029127629550384955 0.010361079899521527 -0.0027443806706302517 0.0044153508745446825 -0.031652788811353583 0.0057851469485630689 0.015536488723769157 -0.01653017027843821 -0.01757098386850291 0.018392062641182511 -0.0025111087415797249 0.0070315753724424484 -0.016674966860683468 0.00096912810670587068 -0.028574231766500487 0.011547890756005316 0.011288847616942582 -0.0092281605042817561 0.012986679085746442 0.0051089882581616891 0.00035983459399745215 -0.0082691868511654068 0.018467262848363874 0.019046027272316642
leaf_weight=748.69665539264679 22.446386560797691 58.529566913843155 2.019320845603942 15.663004279136656 1018.4686522483826 85.681652829051018 55.398435890674591 118.39753210544586 204.51954860985279 3.5172219127416602 275.28985394537449 9.4899673610925657 13.126312881708143 3.2241839915513983 6.3302677422761935 11.042568251490591 7.2638243287801725 6.6649416983127594 29.047428280115128 3.4823347777128211 4.2220714390277863 69.049158200621605 2.7086205929517737 35.913367763161659 17.962947905063629 4.8997747451066962 2.2144846916198722 2.2820708006620407 7.9047961384057999
leaf_count=3877 139 342 12 109 5442 485 321 689 1187 20 1785 60 81 18 42 65 42 39 176 22 27 439 18 239 118 31 14 15 48
internal_value=0.00023337 -0.00119513 -0.00171794 -0.00199009 -0.00221526 0.0034041 0.00146706 0.000527028 0.00225173 -0.00357839 0.00572552 -0.000393011 -0.00474634 0.00702799 0.00681175 0.00822171 0.00520377 -0.00431206 0.00671723 0.00659387 -0.00658705 0.00688879 0.0103406 0.0117379 0.00984365 0.0103688 0.0155253 0.0053 0.0187552
internal_weight=2845.46 1961.67 1841.43 1800.79 1767.17 883.787 481.781 412.116 290.201 121.915 402.006 49.9624 35.5727 69.6652 120.237 66.441 101.506 13.9288 87.577 352.043 7.70441 344.339 40.6413 37.9327 33.626 14.3897 18.7316 4.49656 14.2351
internal_count=15902 10533 9815 9546 9319 5369 2785 2381 1672 709 2584 311 220 404 718 386 599 81 518 2273 49 2224 269 251 227 91 119 29 90
is_linear=0
shrinkage=0.0149824
Tree=46
num_leaves=26
num_cat=0
split_feature=47 41 86 80 93 53 86 136 1 143 86 89 138 9 23 44 9 143 41 95 8 117 9 10 93
split_gain=81.6431 36.4434 22.6874 18.5524 15.3491 14.793 14.2542 13.5157 12.0209 10.4046 8.72797 8.48609 10.5138 8.80736 7.64666 6.5754 5.36805 5.21965 8.04601 5.0245 7.68163 4.51198 3.29616 2.83923 0.334545
threshold=1.8450000000000004 2.1450000000000005 2.9325757575757581 0.024646199819576001 19.050000000000004 1.6150000000000004 3.0987804878048784 2.9500000000000006 1725.9995335905576 -1.2689999999999997 3.1266025641025643 0.31000000000000005 2.5000000000000004 2.4226190476190479 3.3666666666666671 8.8450000000000006 1.7238095238095241 -1.3474999999999999 2.5250000000000004 -3.75 0.86190476190476206 0.41650000000000004 0.79285714285714304 1.1083333333333336 17.550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 -5 17 7 19 9 -9 14 13 -13 -4 -7 -12 22 18 -3 -2 -21 -1 -8 -19 -24
right_child=6 5 11 4 -6 10 16 8 -10 -11 15 12 -14 -15 -16 -17 -18 23 -20 20 -22 -23 24 -25 -26
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leaf_weight=2.0233300477266303 5.2089544534683254 2.6685131043195751 67.611904978752136 812.49727170169353 422.48163211345673 371.21554364264011 4.2989013642072704 27.785918906331062 4.4587996900081626 628.54968546330929 46.813860312104225 13.870504543185232 146.13192428648472 5.0179591774940482 119.75959774851799 10.372823148965834 3.8918122947216025 11.266706883907316 18.649432763457298 3.1252223998308173 8.7233612984418851 31.241765767335892 6.960339814424513 67.394378960132599 2.5236284732818604
leaf_count=13 26 18 409 4416 2356 2281 23 134 22 3067 315 79 855 28 756 66 20 80 132 15 44 212 37 484 14
internal_value=0.000230069 0.00167408 0.000391951 -0.000396971 -0.000694373 0.00464307 -0.0042316 -0.00457794 -0.00491785 -0.00475129 0.00367641 0.00469293 0.00276498 0.00894015 0.0030312 0.00921584 0.00905111 0.00994306 0.00336717 0.00858967 0.00319813 0.0106442 0.0134386 0.0117252 0.0183715
internal_weight=2844.54 2149.02 1500.88 1268.24 1234.98 648.141 695.527 677.852 660.794 656.336 548.162 232.632 160.002 72.6299 490.975 57.1867 17.6747 99.979 21.3179 17.0575 11.8486 33.2651 13.7829 78.6611 9.48397
internal_count=15902 12500 8368 6997 6772 4132 3402 3308 3223 3201 3418 1371 934 437 3037 381 94 714 150 85 59 225 74 564 51
is_linear=0
shrinkage=0.0149824
Tree=47
num_leaves=30
num_cat=0
split_feature=49 54 79 86 96 96 111 131 26 120 95 92 8 15 116 53 34 140 86 31 28 31 96 4 142 92 49 78 29
split_gain=74.9416 30.7408 20.1232 22.007 19.5592 14.933 11.9335 11.8993 17.0819 13.2525 11.7105 11.5326 13.141 10.9628 10.1949 10.0137 9.42387 10.0198 9.00265 9.66874 8.99114 7.28545 6.43737 5.77327 5.65496 5.14456 5.8146 2.91771 0.816095
threshold=2.8950000000000005 1.385 3.8646919751211271 3.3110119047619051 2.5000000000000004 4.5000000000000009 12.050000000000002 1.2930000000000004 0.46316666666666667 0.68350000000000011 4.3499999999999988 0.15041666666666667 0.20714285714285713 0.55000000000000016 0.41650000000000004 1.6150000000000004 2.9150000000000005 1.0000000180025095e-35 3.1266025641025643 0.22528866895064079 5.1833333333333345 0.12456896551724136 3.5000000000000004 1505.3732002134632 0.19500000000000003 0.48208333333333347 1.2350000000000001 1.4083333333333334 1.9500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 -1 -5 8 9 -6 11 12 -2 -10 -13 25 20 -18 19 -17 -9 -12 -20 28 -25 27 -27 -3 -4
right_child=4 15 23 6 7 -7 -8 16 13 -11 21 14 -14 -15 -16 18 17 -19 22 -21 -22 -23 -24 24 -26 26 -28 -29 -30
leaf_value=-0.0012304712919637534 0.0081399068004851891 0.015265423629401668 0.012427307286120204 0.010092897048708659 -0.025805976298622257 0.0024098159394821345 -0.015475984865290868 0.0045855662911147531 -0.0076600383294415184 -0.0063172761882243364 -0.010213768795498556 0.003628908920764957 -0.0069096348925054259 0.0003582027309310858 -0.016612786932548834 0.0044939187982411359 -0.0034086508215537903 -0.034244709526493347 0.0037233034245903376 -0.00099514826339377441 -0.0076561763772294272 -0.038933926798621253 0.013619129304327971 -0.0047124803639429459 0.01116185136716832 0.0083923903851314575 -0.023775054132202284 0.0088378371114184555 0.017959358651592486
leaf_weight=826.86177429556847 13.560429766774176 22.150609403848648 10.737847298383715 66.001530334353447 8.5027766823768598 364.44139508903027 4.3685767501592627 131.41302166879177 45.265163630247116 99.334292680025101 4.2346831560134879 46.5643510222435 329.22401486337185 247.88489392399788 6.3466395735740653 329.39120668172836 17.42691840231419 2.7368582338094702 25.412742778658867 92.195490702986717 15.005375042557715 3.728133425116539 35.187647864222527 8.4284825623035449 12.519857376813887 3.1020251661539069 2.1257769167423248 55.759203359484673 13.527241207659243
leaf_count=4579 65 160 77 416 40 2082 27 671 227 497 20 230 1593 1266 31 2055 88 14 167 586 78 18 238 56 84 22 14 403 98
internal_value=0.000226817 0.00197869 0.000716019 0.000364076 -0.00315023 -0.000116841 0.00850558 -0.00135718 -0.00275541 -0.00785393 -0.00567138 -0.00530937 -0.00631428 -0.000879891 0.00120092 0.00489767 0.00200858 -0.00759411 0.00406969 0.00329353 0.003331 -0.0236604 0.00946932 0.0105369 0.00477488 0.00969985 -0.00468788 0.0106653 0.0155113
internal_weight=2843.44 1872.21 1306.89 1261.67 971.228 1191.3 70.3701 567.569 400.987 107.837 403.658 395.695 342.784 293.15 52.911 565.325 166.582 20.1638 482.187 421.587 146.418 7.96282 60.6004 45.2134 20.9483 83.1376 5.2278 77.9098 24.2651
internal_count=15902 11064 7419 7104 4838 6661 443 2881 2030 537 1957 1919 1658 1493 261 3645 851 102 3046 2641 749 38 405 315 140 599 36 563 175
is_linear=0
shrinkage=0.0149824
Tree=48
num_leaves=25
num_cat=0
split_feature=45 86 79 86 28 43 56 98 1 29 81 138 35 130 126 31 111 147 102 29 29 8 89 28
split_gain=72.506 25.5033 23.0706 18.5833 15.0014 13.0405 12.7179 12.4822 10.2062 10.0855 9.16744 8.35432 9.27914 8.5037 8.24777 8.18112 8.1702 8.17073 7.95825 14.6949 10.4879 6.80334 6.018 2.26941
threshold=1.1450000000000002 3.3110119047619051 3.8646919751211271 2.5972972972972976 7.0500000000000007 1.0000000180025095e-35 2.3750000000000004 0.78019323671497598 1452.3709140111671 2.8819444444444451 0.22500000000000003 10.500000000000002 3.0450000000000004 1.1835000000000002 1.6125000000000003 0.73431372549019625 11.65 0.46617746288798917 1.5885000000000002 4.0500000000000007 2.3875000000000006 0.92261904761904778 0.05000000000000001 1.8819444444444446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 7 -1 10 23 -9 -2 18 13 -13 -10 16 21 -18 20 -20 -5 -3 -6 -4
right_child=3 15 8 11 22 -7 -8 9 14 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00053754214406528879 -0.0024599554848825375 0.0027832696355217096 0.017949520480004418 -0.011072123915075409 0.015827100380786645 -0.034887714832861454 0.0076115838980838979 -0.014887358572046585 -0.0045132501539828446 -0.0055575707648103552 -0.021661700264116183 -0.00085537348836404114 0.01194339911658829 -0.02545222715348763 0.0068401909270842153 -0.014856730141487225 0.0040102353679695177 -0.028991994160989621 0.0042347068520914516 -0.029070386028354926 0.0048953908816923106 0.012812381979607348 0.0037304323110203645 0.010843566443169294
leaf_weight=1508.9959702938795 571.13658383488655 18.753712445497513 15.968114286661146 9.964819669723509 20.629934713244438 3.0502285361289969 59.289586365222931 29.571071714162827 17.805919945240021 215.89185081422329 5.6362685561180106 5.6287330240011233 3.8274692296981803 7.1792998015880585 74.279954716563225 3.1520802676677695 7.1784201860427839 2.2000689208507538 7.6149565726518613 4.8791156411170959 125.85273358225822 79.74433845281601 16.708779513835907 27.399998165667057
leaf_count=8676 2840 118 116 51 131 13 389 140 123 1035 28 29 21 37 520 21 46 14 41 26 660 526 102 199
internal_value=0.000223626 0.00197333 0.00152936 -0.00304898 0.00102844 -0.00396656 0.000804979 -0.00385185 0.00746719 -0.00668154 -0.0026476 0.00154197 -0.0085258 -0.0146427 0.00464486 0.00893539 0.00963058 -0.00373171 0.00267123 -0.00877144 0.00372387 0.0109029 0.0104139 0.01346
internal_weight=2842.34 1852.11 1741.08 990.233 1605.62 825.286 1568.29 822.236 135.454 245.463 576.773 164.947 16.6355 12.808 92.0859 111.029 107.877 9.37849 148.312 12.4941 135.818 98.4981 37.3387 43.3681
internal_count=15902 10981 10256 4921 9298 4056 9065 4043 958 1175 2868 865 87 66 643 725 704 60 778 67 711 644 233 315
is_linear=0
shrinkage=0.0149824
Tree=49
num_leaves=30
num_cat=0
split_feature=49 41 149 93 41 46 133 98 111 53 93 85 85 109 111 148 3 91 120 131 149 131 147 40 41 21 125 6 85
split_gain=103.254 24.7264 17.3264 15.1913 16.7268 12.8827 9.84132 9.40551 14.2809 9.40305 10.56 9.06243 11.0238 9.4425 8.74786 8.62576 8.44478 8.43422 7.72927 7.44399 11.4492 14.1855 7.60024 10.468 6.37448 5.96064 5.43979 6.3898 3.38001
threshold=2.9050000000000007 2.2350000000000008 0.5270764772947919 12.900000000000002 1.6450000000000002 4.5150000000000006 0.95000000000000007 0.77525252525252542 4.8500000000000005 1.6150000000000004 26.550000000000004 -0.22333670374115264 -0.13913109756097558 1.5000000000000002 13.350000000000003 0.32477284679800961 1518.681216347298 -0.22499999999999992 3.1055000000000006 1.9500000000000002 0.48455842601173932 2.4145000000000003 0.48722211194918619 2.2750000000000004 2.7750000000000004 0.33166666666666672 2.9000000000000004 1493.1433889467519 -0.20102564102564102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 19 6 15 14 16 -9 26 18 13 -13 -6 -5 -1 -4 -8 -11 22 -21 -22 23 -2 -12 -24 28 -28 -3
right_child=3 9 7 4 11 -7 17 8 -10 10 24 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 25 -25 -26 -27 27 -29 -30
leaf_value=-0.00072249765165450814 -0.012655028155940192 -0.011511546411621474 0.0044199206703320034 0.0080175909285675924 -0.0015258874696685552 -0.03298448372308567 -0.040978458446053426 0.0016925027181259442 -0.0068685465492918539 0.0033863822696690721 0.012521557833417348 -0.012765351567928868 -0.0018059846905259607 0.013553495520060167 -0.017100041882963234 -0.011584083528545378 0.0012397471141853435 -0.014874417846153145 -0.011574617859044602 0.004325927899596075 -0.030182008319392471 0.0012418021106962997 0.0057459951970638985 -0.0051884973720332864 -0.0051864534094313488 -0.016431295355902972 0.0061965218169958867 -0.016779272853339598 0.01119734773044416
leaf_weight=404.9073664098978 49.168892696499825 1.4980624169111241 433.50504866242409 7.5383369922637922 20.421180188655853 2.875196084380149 3.3086823970079413 183.14363151788712 57.461287200450897 289.92960359156132 42.191172868013382 21.505918085575104 490.49239127337933 17.149343699216843 5.3012831062078476 17.105758473277092 330.20395375788212 17.334717079997066 7.9642873406410208 5.2440769970417049 11.305945724248884 4.5114339143037787 19.651234701275829 295.22590328752995 5.116540551185607 3.1575257629156104 12.787140920758249 3.450222671031951 82.155568569898605
leaf_count=2223 239 10 2535 35 105 17 15 1043 326 1855 273 109 2494 88 24 85 1938 79 52 25 54 22 97 1421 35 15 94 25 598
internal_value=6.39402e-05 0.00211845 0.00115812 -0.00390053 -0.00237153 -0.0013781 -0.0126525 0.0022311 -0.000352048 0.00520209 0.00403066 -0.00174515 -0.00226632 0.00535721 -0.00235311 -0.00116276 0.00304491 -0.0190584 0.00298639 -0.00619661 -0.0148588 -0.0212193 -0.00569978 -0.00625449 0.0106064 0.00267587 0.00925031 0.00131445 0.0107907
internal_weight=2845.61 1874.29 1429.2 971.317 583.052 424.888 33.483 1004.31 240.605 445.093 345.202 549.569 511.998 37.5705 12.8396 422.013 763.709 20.6434 297.894 388.265 21.0615 15.8174 367.204 344.395 47.3077 22.8088 99.891 16.2374 83.6536
internal_count=15931 11109 8167 4822 2949 2325 153 5842 1369 2942 2215 2796 2603 193 59 2308 4473 94 1907 1873 101 76 1772 1660 308 112 727 119 608
is_linear=0
shrinkage=0.0149824
Tree=50
num_leaves=24
num_cat=0
split_feature=49 86 79 35 63 96 49 134 90 54 34 9 3 85 85 92 89 148 35 4 44 90 149
split_gain=100.127 28.0168 25.3898 16.364 15.3362 15.0034 12.7297 11.4666 12.3225 10.6784 10.4594 9.39656 9.29206 9.6262 8.87339 8.15539 8.80508 13.277 7.48677 5.94235 7.57738 5.58139 4.63895
threshold=2.9050000000000007 3.2714987714987722 3.2324586768169588 3.2450000000000006 1.0000000180025095e-35 2.5000000000000004 2.4750000000000005 -0.17299999999999996 0.19749999999999998 1.3450000000000004 1.675 1.1833333333333336 1768.1119646757975 -0.22333670374115264 -0.32858505564387913 -0.48374999999999996 0.57000000000000017 0.22751819289406963 7.0850000000000009 1402.9831929688851 8.1750000000000025 -0.37041666666666656 0.60168717554316486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 7 18 8 -2 -5 -9 -8 13 -7 -1 16 21 -18 -4 20 -17 -3 -21
right_child=4 15 6 9 -6 12 11 10 -10 -11 -12 -13 -14 -15 -16 19 17 -19 -20 22 -22 -23 -24
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leaf_weight=29.11038900911808 131.77401360869408 8.3506382703781128 239.83480454981327 277.01655203104019 2.8503243029117575 39.091032609343529 5.1385888010263434 40.795947805047035 6.0521707236766806 453.3090902864933 230.35638928413391 9.0025406032800657 3.9765751957893363 517.96958051621914 708.03206837177277 4.2242393642663947 2.4737040996551505 3.756198525428772 20.815832577645779 73.905572280287743 3.6258220225572586 2.3685068041086206 30.900632619857788
leaf_count=157 635 55 1594 1573 12 200 29 197 30 2813 1108 51 20 2620 3895 28 16 24 150 483 22 15 204
internal_value=6.31158e-05 0.00208952 0.00158959 0.000806932 -0.00383583 -0.00373386 0.0057692 -0.00591624 -0.00239749 0.00239643 -0.00770482 -0.00807523 -0.00214297 -0.00230588 -0.000767863 0.00880996 -0.000879441 -0.0150443 0.00652031 0.0102677 -0.00230528 0.00735313 0.0112094
internal_weight=2844.73 1871.87 1742.26 1467.47 972.866 970.016 274.792 408.979 137.826 730.326 271.152 14.1411 561.037 557.061 737.142 129.605 16.949 6.2299 260.651 112.656 7.85006 10.7191 104.806
internal_count=15931 11109 10262 8438 4822 4810 1824 1970 665 4386 1305 80 2840 2820 4052 847 110 40 1744 737 50 70 687
is_linear=0
shrinkage=0.0149824
Tree=51
num_leaves=31
num_cat=0
split_feature=49 150 48 96 41 49 96 80 142 138 142 145 132 131 10 80 128 3 131 9 123 145 111 23 78 135 78 4 4 92
split_gain=97.0986 23.7251 17.4496 14.148 12.4452 12.287 10.2857 14.5 11.6874 10.0523 8.93763 9.75823 10.2144 9.31226 11.4933 9.6838 8.4114 8.2524 9.07849 7.93615 10.0036 6.79725 6.66718 6.58254 6.21837 8.54418 7.11018 6.18311 4.99327 3.68843
threshold=2.9050000000000007 0.62487254782005797 1.8950000000000002 2.5000000000000004 1.6450000000000002 2.4750000000000005 3.5000000000000004 0.13143836459335737 -1.5914999999999997 9.5000000000000018 0.6715000000000001 0.18735000000000004 0.95000000000000007 1.9500000000000002 1.2583333333333335 0.094882947619222419 0.55000000000000016 1768.1119646757975 1.2930000000000004 1.1833333333333336 1.2970000000000004 0.68475000000000008 8.0500000000000025 4.2250000000000005 1.7928571428571431 0.8620000000000001 1.5773809523809526 1476.6980914632165 1579.1473323901657 0.34375000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 10 9 23 8 -8 -1 16 13 28 -13 15 -15 -2 -5 18 -6 20 -7 -21 -11 27 26 -26 -4 -3 -12 -25
right_child=3 5 24 4 17 19 7 -9 -10 22 11 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.010815939993847199 -0.004658542641198484 0.0089107726251619179 0.0034142640888603108 -0.012021032383286313 -0.0031503647228014815 -0.00081644822686686817 0.0020036242733435703 -0.021393039119362335 -0.00089982382705635819 -0.0080968790552741442 0.017383735143862288 0.0070510584612741827 -0.0066766771582799896 -0.0084969035614675757 -0.031175249357371228 -0.010604734168343448 0.0084439279063134275 0.02051498579519348 0.0011138430562760457 0.0091661631941224505 -0.039493357500157464 -0.016669923262307134 -0.032803362276700547 0.013530844876485211 0.0013785746338932018 -0.023418393297969277 0.0087313557412386934 0.0039527022657180116 -0.0022090049222420849 -0.0022547689658922046
leaf_weight=28.298787653446198 218.96854890882969 86.300434611737728 373.70774725079536 13.90837194025517 367.51525539159775 2.9615409672260311 433.41251027584076 6.0286433249711981 466.6283211261034 3.9459874480962736 8.3124580383300763 15.542001098394392 56.025834992527962 14.390532374382021 7.700619861483573 85.479315131902695 6.6703623086214057 3.729530617594718 161.24269630014896 7.3356900215148908 3.0440116226673126 3.3204609155654907 6.4749017953872681 37.52485927939415 184.22475910186768 3.1728377789258948 66.499712318181992 163.28887435793877 4.5007286071777335 3.6453887075185767
leaf_count=154 1063 592 2296 63 1865 17 2450 30 2560 18 41 74 269 68 37 400 31 19 823 42 17 19 29 256 1138 19 410 1084 22 25
internal_value=6.23e-05 0.00206105 0.00131225 -0.00377228 -0.0022306 0.0058656 1.44084e-05 0.00168265 -0.0014668 -0.0114588 -0.00588636 -0.00153967 -0.0036955 -0.00700959 -0.0164022 -0.00632805 -0.00538755 -0.00169337 -0.00185001 -0.00664692 -0.0204206 0.00111561 -0.023448 0.00658262 0.00324445 0.000958733 0.00421749 0.00566705 0.0105016 0.0121331
internal_weight=2843.8 1869.39 1561.97 974.407 563.487 307.421 934.368 439.441 494.927 30.9996 410.92 84.381 71.5678 326.539 22.0912 304.448 20.5787 532.487 528.758 16.6617 6.00555 10.6562 10.4209 290.76 627.605 187.398 440.207 249.589 12.8132 41.1702
internal_count=15931 11109 9057 4822 2848 2052 5194 2480 2714 141 1974 406 343 1568 105 1463 94 2707 2688 95 34 61 47 1957 3863 1157 2706 1676 63 281
is_linear=0
shrinkage=0.0149824
Tree=52
num_leaves=24
num_cat=0
split_feature=49 150 48 63 98 28 49 100 30 31 148 122 28 142 137 9 26 35 8 145 10 89 50
split_gain=94.1632 23.16 16.9766 14.5501 12.9556 13.9647 11.964 11.9011 13.813 10.0487 8.99292 9.9275 8.58767 8.51308 7.96052 7.5935 7.52837 7.46023 7.16438 6.5723 6.13825 1.7959 1.43417
threshold=2.9050000000000007 0.62487254782005797 1.8950000000000002 1.0000000180025095e-35 0.72474747474747481 6.6833333333333345 2.4750000000000005 1.1000000000000003 0.13655788655788653 0.098833265499932169 0.32477284679800961 1.5475000000000001 7.366666666666668 -1.5914999999999997 7.1500000000000012 1.1833333333333336 0.43211111111111117 7.0850000000000009 2.077380952380953 0.68475000000000008 1.7238095238095241 0.05000000000000001 2.1250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 7 9 17 14 -9 -6 13 -12 16 -1 -2 20 -4 18 -3 -17 -8 -14 -19
right_child=3 6 12 -5 5 -7 15 8 -10 -11 11 -13 21 -15 -16 19 -18 22 -20 -21 -22 -23 -24
leaf_value=-0.0063912457938878637 -0.0067358066400245095 0.0075633534160753843 -0.0025626401038054193 -0.037325674804290256 -0.010367427513285368 -0.033049942739294097 -0.033233399649299632 0.0052175369433628731 -0.002048460783405899 -0.0042480173105044908 -0.005231592704657919 -0.034206458615074355 0.01842101200897376 0.00053327471053393391 -0.0015765810349606252 0.0090746817384505275 0.0034101847468793354 0.017062873849057195 0.0023663726786460346 -0.016271702948307123 -0.002878119111300041 0.0088934187394274378 0.0073029121383382037
leaf_weight=41.755647137761116 149.99237103760242 179.36755523830652 51.774417906999588 2.881743684411048 73.944174557924271 4.1374710351228705 3.4033026248216656 80.370023339986801 218.11943365633488 324.91257302463055 14.339920997619631 3.2572641074657431 8.5313947349786776 874.97678066790104 121.52345117926598 7.2989052683114988 556.83844158053398 16.815965048968796 89.133394435048103 3.3505270630121231 2.6672691702842712 9.262649327516554 4.2297269701957694
leaf_count=229 740 1199 306 12 350 20 19 406 1113 1580 71 16 57 4878 601 42 3440 123 604 19 15 60 31
internal_value=6.14957e-05 0.00203286 0.00129366 -0.00371002 -0.00361046 -0.00566656 0.00579984 -0.0021568 -9.20483e-05 -0.0053825 1.42253e-05 -0.0105949 0.00320204 0.000217874 -0.00442667 -0.006523 0.00290208 0.00651143 0.00583813 0.00110017 -0.0198961 0.0134615 0.0151013
internal_weight=2842.88 1867 1560.74 975.881 972.999 402.994 306.267 570.005 298.489 398.857 934.33 17.5972 626.407 916.732 271.516 16.72 608.613 289.547 268.501 10.6494 6.07057 17.794 21.0457
internal_count=15931 11109 9057 4822 4810 1950 2052 2860 1519 1930 5194 87 3863 5107 1341 95 3746 1957 1803 61 34 117 154
is_linear=0
shrinkage=0.0149824
Tree=53
num_leaves=28
num_cat=0
split_feature=49 41 149 136 21 96 46 56 41 1 85 98 79 34 8 122 55 96 148 25 128 118 10 49 101 26 95
split_gain=91.3173 22.7407 16.1186 14.5064 13.5571 13.1288 12.4241 13.8579 11.3711 9.90203 9.80439 8.97489 12.4344 8.9801 8.5755 8.62196 8.52631 10.7068 8.46283 8.41792 8.26753 8.01725 7.27853 4.05973 3.9134 3.69984 1.01336
threshold=2.9050000000000007 2.2350000000000008 0.5270764772947919 2.9500000000000006 0.4642857142857143 2.5000000000000004 4.5150000000000006 1.8250000000000004 1.6450000000000002 1521.4978617212762 -0.22333670374115264 0.7633053221288516 3.104222280902261 1.885 0.20714285714285713 0.97500000000000009 1.385 7.5000000000000009 0.25070180469638537 0.77500000000000013 0.3665000000000001 1.1000000000000003 1.1833333333333336 1.9550000000000003 1.1000000000000003 0.62816666666666687 4.3499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 24 14 7 -1 22 -6 -10 13 -13 -4 18 -16 19 21 -5 20 -3 -18 -7 -21 -2 -19 -26
right_child=3 16 11 5 9 8 -8 -9 10 -11 -12 12 -14 -15 15 -17 17 25 -20 23 -22 -23 -24 -25 26 -27 -28
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leaf_weight=334.42225161194801 4.6491401046514573 90.846517153084278 408.62443235516548 4.7702998965978649 3.048282876610755 17.511341288685802 2.9140453040599814 87.740037277340889 34.701356261968613 2.7976718842983246 483.78137503564358 201.4687647819519 51.973878160119057 337.68535839021206 107.02055110037327 279.43485309183598 47.397394001483917 24.213541567325596 12.560338482260702 54.235504008829594 35.436786897480488 181.65420117229223 12.536176711320875 2.3359726369380942 11.850405931472777 3.6901138573884955 2.6922467052936545
leaf_count=1814 23 644 2423 23 15 79 17 494 179 14 2450 1140 306 1973 501 1348 300 160 59 386 246 1166 57 15 60 25 14
internal_value=6.06845e-05 0.00200504 0.00108578 -0.00364883 0.0076083 -0.0039448 -0.00135808 -0.00114527 -0.00243549 -0.0123671 -0.00191619 0.00212486 -0.000311092 0.0029521 -0.00599515 -0.00645752 0.0049831 0.00322334 0.00431529 0.00745599 0.00530442 0.0021559 -0.0113962 0.0122589 0.013693 0.0119857 0.0175182
internal_weight=2841.99 1864.64 1424.83 977.354 25.0377 952.316 425.076 422.162 548.53 5.84595 518.483 999.752 253.443 746.31 403.786 386.455 439.81 256.955 17.3306 182.855 126.283 229.052 30.0475 56.5715 19.1918 27.9037 14.5427
internal_count=15931 11109 8167 4822 126 4696 2325 2308 2765 29 2629 5842 1446 4396 1931 1849 2942 1651 82 1291 890 1466 136 401 97 185 74
is_linear=0
shrinkage=0.0149824
Tree=54
num_leaves=28
num_cat=0
split_feature=49 150 52 136 96 116 49 134 46 26 85 123 42 150 4 23 111 137 23 145 4 119 4 0 110 92 96
split_gain=88.5599 22.2107 16.2032 14.0797 12.6777 12.3291 11.601 10.8109 11.2511 10.0696 11.9825 10.3509 10.0031 9.72502 14.1251 10.474 7.14326 8.90253 6.47924 6.18894 8.71213 8.13029 6.09305 3.84106 4.91643 3.66344 0.357847
threshold=2.9050000000000007 0.62487254782005797 2.8350000000000004 2.9500000000000006 2.5000000000000004 0.41650000000000004 2.4750000000000005 -0.17299999999999996 2.7250000000000005 0.46316666666666667 -0.19718676122931436 1.4870000000000003 3.7650000000000001 0.47790319171422535 1393.2433910029033 0.58333333333333337 21.350000000000005 5.9500000000000011 4.2250000000000005 0.75755000000000006 1506.513229160998 2.9000000000000004 1476.6980914632165 1512.4869635343618 4.4500000000000011 0.34375000000000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 7 23 18 8 -5 11 -11 -6 -9 14 -1 -15 17 -8 22 21 -21 -4 -3 24 -2 -20 -25
right_child=3 6 19 4 9 -7 16 12 -10 10 -12 -13 -14 15 -16 -17 -18 -19 25 20 -22 -23 -24 26 -26 -27 -28
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leaf_weight=9.5375258475542051 3.4833336472511354 85.162500806152821 497.33726757019758 92.156357124447823 116.61909313499928 3.3075526356697074 3.6718582957983044 179.03178259730339 43.405366450548172 33.374543681740761 357.54162649810314 41.554994910955429 90.14030434191227 20.190945491194725 173.62643417716026 752.74299940466881 3.7266471982002249 9.3612422049045545 36.856102861464024 49.543652132153511 47.848726630210876 7.3015312254428855 161.78588265180588 6.5720173567533475 8.8338182568550092 3.6185230463743201 2.7533164024353027
leaf_count=51 17 592 3081 435 576 16 20 857 214 172 1807 210 425 113 932 4242 21 54 256 302 291 45 1084 33 45 25 15
internal_value=5.98987e-05 0.00197756 0.00125462 -0.00358884 -0.00387946 0.0075217 0.0056807 -0.00589135 -0.00244093 -0.0023965 -0.0011059 -0.00558613 -0.00762908 4.2247e-05 -0.00306178 0.000777817 -0.00643608 -0.00120571 0.00638724 0.00318002 -0.000277837 0.00384737 0.00547654 0.011639 0.00614697 0.0119436 0.0188929
internal_weight=2841.09 1862.31 1558.13 978.774 953.824 24.95 304.183 404.734 135.562 549.09 390.916 158.174 269.172 956.098 183.164 772.934 16.7597 13.0331 287.423 602.031 97.3924 504.639 246.948 21.6425 12.3172 40.4746 9.32533
internal_count=15931 11109 9057 4822 4696 126 2052 1931 649 2765 1979 786 1282 5338 983 4355 95 74 1957 3719 593 3126 1676 110 62 281 48
is_linear=0
shrinkage=0.0149824
Tree=55
num_leaves=24
num_cat=0
split_feature=49 54 35 63 93 134 131 90 127 80 149 135 142 11 54 142 90 131 125 132 84 135 149
split_gain=85.885 21.5 14.6722 13.8376 12.8374 12.0237 13.0809 11.0664 10.537 11.0507 9.39054 9.26266 14.4402 11.9367 7.31053 5.70703 12.1153 7.45702 4.43838 6.41348 3.80262 2.02934 0.0162006
threshold=2.9050000000000007 1.385 6.9750000000000005 1.0000000180025095e-35 12.900000000000002 -0.17299999999999996 0.95000000000000007 0.19749999999999998 1.7070000000000001 0.10467592153390461 0.61434823896303536 0.15300000000000002 -0.55099999999999993 1.3095238095238098 1.6850000000000003 0.43100000000000005 -0.3529166666666666 1.4365000000000003 2.9000000000000004 1.3875000000000002 0.081306818181818161 -0.21099999999999999 0.61941211201079638
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 7 -7 -2 9 -1 -10 13 -13 -6 15 17 -17 -3 20 -20 -16 -4 -23
right_child=3 14 21 -5 11 6 -8 -9 10 -11 -12 12 -14 -15 18 16 -18 -19 19 -21 -22 22 -24
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leaf_weight=974.9493820220232 127.88876613974571 171.06737233698368 3.3943725153803816 2.9104366004467002 246.70920510590076 98.400372207164764 160.47028081119061 5.8201208859682074 234.73730769753456 26.94761398434639 49.276159442961216 19.476601392030716 163.05595205724239 155.46265712380409 69.755577422678471 10.59514546394348 177.50311520695686 114.74131564795971 8.02981338649988 4.7831696420907965 2.1508667021989814 6.5667286664247495 5.5203677117824554
leaf_count=5516 611 1095 23 12 1235 464 765 29 1348 138 321 97 823 786 523 68 1137 746 60 35 15 41 43
internal_value=5.91207e-05 0.00195043 0.000895072 -0.00352982 -0.00343268 -0.00552831 -0.00741271 -0.00187995 0.000720519 -1.57107e-06 0.00326779 -0.00202564 0.000773446 -0.00329605 0.00440901 0.00368434 0.00165766 0.00501815 0.00846269 0.000338865 0.00991027 0.0153936 0.0182682
internal_weight=2840.21 1860.02 1301.39 980.194 977.284 392.58 258.871 133.709 1285.91 1001.9 284.013 584.704 182.533 402.172 558.626 473.907 188.098 285.809 84.7194 12.813 71.9064 15.4815 12.0871
internal_count=15931 11109 7430 4822 4810 1869 1229 640 7323 5654 1669 2941 920 2021 3679 3046 1205 1841 633 95 538 107 84
is_linear=0
shrinkage=0.0149824
Tree=56
num_leaves=25
num_cat=0
split_feature=49 35 86 89 86 126 38 56 25 91 96 31 49 102 120 118 34 86 106 92 106 145 145 2
split_gain=73.5081 24.5984 18.6107 20.6393 19.7079 17.2729 14.1183 14.9812 12.9047 12.8242 11.0398 9.87669 9.8244 9.17819 12.4961 10.2126 8.88343 8.41115 7.69158 5.7711 5.15538 5.47135 3.72716 2.54666
threshold=2.7650000000000001 3.3250000000000006 2.8520025031289116 1.0000000180025095e-35 1.9186507936507939 0.38750000000000007 0.24989777875531627 1.8650000000000004 0.18333333333333332 0.40375000000000011 2.5000000000000004 0.50396825396825407 3.2650000000000001 2.1545000000000001 1.2680000000000002 2.2250000000000005 1.5850000000000002 2.9582608695652177 0.76350000000000018 0.70583333333333342 0.68150000000000011 0.21445000000000003 0.15575000000000003 55.040525402718352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 16 7 17 -1 10 11 -7 -12 14 -4 -15 -2 -3 -11 -9 22 -22 -8 -18
right_child=5 6 13 4 -6 9 20 19 -10 18 12 -13 -14 15 -16 -17 23 -19 -20 -21 21 -23 -24 -25
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leaf_weight=98.929201140999794 2.7751104831695539 297.98176462948322 63.598233282566071 15.859618753194807 164.38845095038414 455.85335557162762 1.5165769010782231 387.31578186899424 423.52602390944958 5.672863155603407 281.30858065187931 3.4225106835365287 366.07190576195717 2.8082927018403998 96.818465158343315 3.2070201188325882 2.9991873651742935 55.343839570879936 3.6653505712747574 8.8527756482362729 17.698015086352825 14.469270154833792 56.282862059772015 3.5251949429512024
leaf_count=550 14 1774 371 82 900 2191 10 2561 2413 27 1492 17 1804 17 590 20 14 353 18 58 118 93 390 16
internal_value=-2.28204e-05 0.00193544 0.000168703 -0.000898263 -0.00526977 -0.00299615 0.00376463 0.00309145 0.000609916 -0.00282671 -0.00267917 -0.00445581 -0.00141876 0.00467361 0.00535492 -0.0134956 -0.0233306 0.000848485 -0.0203106 0.00509186 0.00937272 0.00456515 0.0120483 -0.0328807
internal_weight=2833.89 1708.6 869.135 702.703 180.248 1125.29 839.461 749.494 522.455 1115.99 1106.66 459.276 647.38 166.432 160.417 6.01531 9.29949 353.326 9.33821 396.169 89.9667 32.1673 57.7994 6.52438
internal_count=15893 10300 4943 3945 982 5593 5357 4746 2963 5549 5504 2208 3296 998 961 37 44 2127 45 2619 611 211 400 30
is_linear=0
shrinkage=0.0149824
Tree=57
num_leaves=26
num_cat=0
split_feature=47 127 54 99 7 126 136 7 56 15 143 53 105 6 49 136 143 3 3 90 23 13 21 144 49
split_gain=76.5841 22.37 19.658 14.3545 13.4259 11.8176 11.8383 11.1042 11.0799 10.874 10.3064 10.1352 10.3307 10.0736 9.50263 9.31925 8.99756 7.11631 11.0785 6.57373 6.52638 8.05776 5.8781 5.5348 4.5812
threshold=1.655 1.7320000000000002 1.385 0.74456521739130443 36.801799921762615 0.38750000000000007 2.9500000000000006 15.338400619529695 1.7050000000000003 0.90000000000000013 1.6025000000000003 1.925 1.0775000000000003 1475.8019458736442 2.8650000000000007 29.950000000000003 -0.86799999999999988 1509.4780353014069 1540.6662049113318 0.28958333333333336 3.6904761904761911 0.22500000000000003 0.33166666666666672 0.012750000000000003 3.5250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 14 24 10 -5 -8 17 15 -10 -7 -13 -14 19 -19 -3 21 -4 -16 -22 -2
right_child=5 11 20 9 -6 6 8 -9 13 -11 -12 12 16 -15 22 -17 -18 18 -20 -21 23 -23 -24 -25 -26
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leaf_weight=547.69708158075809 3.4025541394948942 115.68984477967024 145.3160588145256 206.28624944388866 16.707349985837936 3.1570633798837688 863.97977612912655 4.7339475750923157 10.160709112882612 67.417392790317535 24.4522994607687 185.17871215939522 6.0254483968019512 245.34197036921978 19.479608938097957 8.136939659714697 12.75572833418846 40.42909662425518 80.076361455023289 2.8628470897674552 70.675456084311008 138.33488908410072 7.1755885928869239 4.4901852011680594 3.1427153795957565
leaf_count=3160 17 775 942 1162 98 17 4232 23 52 382 117 1097 36 1277 99 48 77 271 546 19 471 895 36 30 14
internal_value=-2.23815e-05 0.0020664 0.00099475 -0.00026158 0.00110385 -0.00292737 -0.0027807 -0.01819 -0.0030236 -0.00307723 -0.00381434 0.00490953 0.00252546 -0.000274048 0.00653986 0.0035561 -0.00808296 0.00702471 0.00446076 0.00963089 0.00392923 0.00288907 0.00945095 0.00785444 -0.0308324
internal_weight=2833.11 1648.08 1196.92 838.108 564.404 1185.03 1173.75 11.2792 1143.93 273.704 888.432 451.155 212.097 255.503 29.8123 193.316 18.7812 239.058 120.505 118.553 358.817 283.651 26.6552 75.1656 6.54527
internal_count=15893 10009 7140 4802 3258 5884 5830 54 5678 1544 4349 2869 1258 1329 152 1145 113 1611 817 794 2338 1837 135 501 31
is_linear=0
shrinkage=0.0149824
Tree=58
num_leaves=28
num_cat=0
split_feature=47 150 98 94 126 126 31 126 91 2 145 123 122 102 55 56 90 110 93 64 17 14 24 55 53 20 55
split_gain=74.2942 18.1624 15.7063 12.7455 12.0297 13.813 20.9539 11.6343 11.822 11.2977 10.5298 10.4316 9.95199 9.1729 9.13493 8.77695 8.41602 12.5173 11.2162 8.28116 9.77013 7.86999 7.31671 6.51032 5.92327 2.77507 1.25542
threshold=1.655 0.47790319171422535 0.72474747474747481 19.050000000000004 1.9500000000000002 1.0500000000000003 0.086479107312440615 0.38750000000000007 0.40375000000000011 89.899125164280818 0.98065000000000013 2.1145000000000005 0.97500000000000009 2.2810000000000001 1.8750000000000002 2.1650000000000005 -0.052083333333333239 19.450000000000003 20.550000000000004 1.0000000180025095e-35 2.5000000000000004 0.36666666666666675 0.36666666666666675 1.7750000000000001 1.6250000000000002 1.5000000000000002 1.7550000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 11 7 5 21 -7 9 12 26 19 13 -9 -3 15 -4 18 -18 -6 20 -1 -5 -21 -10 -13 -16 -2
right_child=3 2 14 4 16 6 -8 8 23 -11 -12 24 -14 -15 25 -17 17 -19 -20 22 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0052836087160466044 -0.025897850572111313 0.0033849692758019692 -0.0009629451985376144 0.016943152975920157 0.014576833570904359 -0.038723850875935446 0.00270820210954282 -0.006532770116124762 -0.037476363891375604 -0.00071644822423376487 -0.030415345942896403 0.010833453827855291 -0.0026204341951051209 -0.0048317170741569888 0.013653310933367014 0.0053241054094035527 -0.014573897176710326 0.0039376685161291673 -0.019543302589596259 -0.0080634378212630919 0.013134097000941036 -0.0060555956650306551 0.005346062192949576 -0.0075856694137944464 0.0037897174629646945 -0.0027109805863873701 -0.039639837050578684
leaf_weight=112.79068195819855 2.8620705902576429 867.844343341887 380.86541670560837 3.4977083504199973 7.5981690436601621 2.7713428735733023 242.27095222473145 192.88860820233822 3.5567042231559745 4.0751179903745651 2.9727219492197028 65.789127372205257 599.73947244882584 31.609046950936317 14.377040147781374 57.349096298217773 33.134748786687851 10.895729184150694 3.0230880081653595 11.389561071991919 6.8584513664245597 73.994051337242126 46.117734342813492 3.0283354371786118 45.218465566635132 2.7751779854297629 3.118645578622818
leaf_count=619 14 5358 2228 17 39 14 1235 917 17 20 16 470 2973 197 89 367 168 56 16 64 38 370 257 14 289 17 14
internal_value=-2.19505e-05 0.00203819 0.0025899 -0.00287996 -0.000605372 0.000496026 0.00223962 -0.00394011 -0.0037386 -0.0199551 -0.00245141 0.00363101 -0.00357251 0.00309621 0.000279667 -0.000140159 -0.00710541 -0.00999305 0.00486532 -0.00198216 -0.00422788 -0.00501751 0.00269025 -0.0237303 0.00796422 0.0110056 -0.0330638
internal_weight=2832.41 1645.96 1465.83 1186.45 377.186 322.534 245.042 809.269 799.213 10.0558 180.129 1010.46 792.628 899.453 455.367 438.215 54.6517 44.0305 10.6213 177.156 119.649 77.4918 57.5073 6.58504 111.008 17.1522 5.98072
internal_count=15893 10009 9015 5884 1915 1636 1249 3969 3921 48 994 6314 3890 5555 2701 2595 279 224 55 978 657 387 321 31 759 106 28
is_linear=0
shrinkage=0.0149824
Tree=59
num_leaves=25
num_cat=0
split_feature=49 149 49 126 136 98 38 23 36 102 98 132 0 99 40 119 114 26 131 102 44 11 146 120
split_gain=67.2823 21.1598 15.7758 15.4804 14.5587 11.4336 16.0739 11.1313 10.953 11.7471 10.5308 10.0889 13.301 9.52578 8.00392 7.95322 7.92055 8.59854 6.99002 9.06014 5.26451 4.92958 3.56545 0.00194344
threshold=2.7650000000000001 0.56872619447711881 1.9750000000000003 0.38750000000000007 2.9500000000000006 0.72474747474747481 0.2998352663270637 3.6333333333333337 12.275000000000002 2.3920000000000003 0.6858552631578948 0.76400000000000012 1622.6106919508313 0.62202380952380965 1.8950000000000002 2.9000000000000004 2.4500000000000006 0.42527777777777781 0.89450000000000018 1.6315000000000002 8.3250000000000011 0.59166666666666679 0.010950000000000001 1.8945000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 16 13 20 6 -6 -7 9 10 -1 12 -4 -2 -11 -13 17 -3 23 -20 21 -5 -18 -10
right_child=3 2 11 4 5 7 -8 -9 18 14 -12 15 -14 -15 -16 -17 22 -19 19 -21 -22 -23 -24 -25
leaf_value=0.001891532918372353 -0.004352412659241434 -0.0068582624611203975 -0.0032482833625626277 -0.0044542349876438916 -0.00032029857156678013 -0.0056405817319788781 -0.00571701426239247 0.0021661924245474653 0.018564938752133962 -0.003689219257435769 -0.0014244617635709583 0.0026855187532109416 -0.03807632645070809 -0.034726448331333391 -0.02515380804312374 -0.012334707068660649 0.012440493031717775 0.0054242432353853167 0.0095219627088764178 -0.017010505625125991 -0.0074544194433334276 0.013412315817959302 -0.003215651401515641 0.018174197249186758
leaf_weight=429.7942181006074 4.0115144997835142 13.304760113358496 38.778502508997917 4.1655144244432512 481.64626796543598 396.35863800346851 166.7863886654377 45.728052482008934 5.4017872810363787 9.2643426507711393 430.11787143349648 353.11660028994083 2.6282436847686759 5.4890880584716797 6.7341699302196494 8.0945714712142927 46.370470426976681 333.38265949487686 11.879587158560751 3.8172399699687949 4.3497900515794745 20.656733483076096 3.5125020965933791 6.3380914479494095
leaf_count=2500 19 80 229 21 2476 1911 790 223 35 57 2440 2098 16 25 39 48 322 2261 80 26 23 105 25 44
internal_value=-2.15281e-05 0.00185927 0.00363506 -0.00285729 -0.0026957 -0.00297512 -0.00170841 -0.00483307 0.000288231 -3.75094e-06 0.000232912 0.00154593 -0.00545897 -0.0219014 -0.0127242 0.00234892 0.00575605 0.00495288 0.00960968 0.00306963 0.00774972 0.0104141 0.0113381 0.018354
internal_weight=2831.73 1702.54 799.188 1129.19 1119.69 1090.52 648.433 442.087 903.347 875.911 859.912 402.618 41.4067 9.5006 15.9985 361.211 396.57 346.687 27.4367 15.6968 29.172 24.8222 49.883 11.7399
internal_count=15893 10300 5079 5593 5549 5400 3266 2134 5221 5036 4940 2391 245 44 96 2146 2688 2341 185 106 149 126 347 79
is_linear=0
shrinkage=0.0149824
Tree=60
num_leaves=26
num_cat=0
split_feature=49 149 49 126 96 96 42 102 37 99 118 132 5 110 24 5 99 49 1 29 85 37 114 119 149
split_gain=65.2672 20.6055 15.4168 14.8829 11.2958 10.6821 15.6575 15.3217 13.7265 11.3649 10.7441 9.77913 12.2319 10.0255 9.20179 9.68691 9.06139 8.16927 11.4663 9.1183 7.90372 7.90164 7.79662 6.5636 2.81137
threshold=2.7650000000000001 0.56872619447711881 1.9750000000000003 0.38750000000000007 2.5000000000000004 4.5000000000000009 6.035000000000001 2.3920000000000003 0.5483043096536061 0.60990338164251223 2.2250000000000005 0.76400000000000012 1523.7960855389799 26.050000000000004 0.55000000000000016 1488.6222711653484 0.62202380952380965 3.2650000000000001 1648.5717481330068 6.1055555555555561 -0.37141065830721004 0.76564834609701993 2.4500000000000006 2.7750000000000004 0.58716006383747676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 22 16 14 6 8 9 -1 -7 -9 12 -4 -13 20 -16 -2 18 -6 -19 -5 -8 23 -3 -24
right_child=3 2 11 4 17 7 21 10 -10 -11 -12 13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 24 -25 -26
leaf_value=-0.00061051677021965484 -0.0042800835217528298 0.0041151865139888825 -0.0033747362451278439 -0.018627761948554988 0.0014789821912211043 0.0071353385505155704 0.0089485699068946774 -0.03055049874270005 -0.007210261897863399 0.00093519662310417786 -0.0010350057432346738 0.0027252542492751321 -0.038657830524147258 -0.012959489050623213 0.0063004282106456514 -0.0036422866035888176 -0.033820239858131255 -0.0025010604300252886 -0.0090105412314128355 -0.018755169433998128 -0.0051647052201310066 -0.0076884625261130751 0.0063671910744183026 0.010366587506745824 0.013860320258660203
leaf_weight=473.46412678062916 4.0181370526552183 302.52779588848352 39.199220776557922 10.064834937453268 258.31039480865002 108.24972073733807 48.25033763051033 5.1149380803108198 83.166057839989662 171.5035183429718 6.0345243513584137 351.33595311641693 2.3370532244443885 9.3922323882579786 32.577332675457001 67.71709717810154 5.5512439459562302 362.3906981498003 25.721565052866936 7.9165034145116797 356.19011178612709 7.3894315212965003 17.245621182024479 43.067720808088779 32.274225249886513
leaf_count=2642 19 2028 231 48 1367 653 299 30 486 1026 38 2089 14 57 156 326 25 1777 136 39 1700 47 113 313 234
internal_value=-2.1119e-05 0.00183365 0.00358887 -0.00281126 -0.00265242 0.000284031 -0.000839089 0.00264789 -0.00159658 0.00333432 -0.0145756 0.00152419 -0.00535997 0.00231687 -0.00443361 -0.000412723 -0.0214165 -0.00138241 0.000529064 -0.00284855 -0.00553468 0.00673903 0.0056909 0.00489423 0.0112508
internal_weight=2831.01 1700.55 797.38 1130.46 1120.89 903.173 612.27 290.903 556.63 279.753 11.1495 402.264 41.5363 360.728 466.549 100.294 9.56938 654.339 284.032 370.307 366.255 55.6398 395.115 345.596 49.5198
internal_count=15893 10300 5079 5593 5549 5221 3474 1747 3128 1679 68 2391 245 2146 2230 482 44 3319 1503 1816 1748 346 2688 2341 347
is_linear=0
shrinkage=0.0149824
Tree=61
num_leaves=31
num_cat=0
split_feature=51 86 98 99 86 94 3 131 41 35 90 35 24 16 124 31 53 91 56 89 138 102 0 2 89 110 98 78 0 31
split_gain=66.9313 24.4163 21.1657 19.0064 12.9001 14.4297 13.256 14.9245 12.7624 11.0284 11.0157 10.7364 10.3148 9.82082 9.67795 9.06873 9.29588 8.47765 8.12534 7.46688 6.80757 11.1647 7.51175 6.45809 9.94476 6.76007 6.0888 4.40756 3.19816 5.77929
threshold=1.2450000000000003 3.0987804878048784 0.68301435406698574 0.78759398496240618 2.7470930232558142 19.050000000000004 1635.6678040425684 1.2930000000000004 2.1350000000000002 3.2750000000000004 0.14874999999999997 3.7150000000000003 0.55000000000000016 1.0000000180025095e-35 0.45000000000000007 0.17529120364171907 2.6050000000000004 -0.0037499999999999496 1.5550000000000004 0.15000000000000005 4.5000000000000009 0.5335000000000002 1376.9157383962347 -7.8269480200907529 0.57000000000000017 6.1500000000000012 0.55277777777777792 0.7238095238095239 1531.2383959909023 0.15919147224456962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 12 7 -7 10 -1 -4 -5 14 23 -2 27 -17 -14 -10 28 21 -21 -22 25 -25 -6 -8 -15 29 -3
right_child=4 19 8 11 13 6 26 -9 18 -11 -12 -13 17 15 -16 16 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012978382586689278 -0.012764207569961279 -0.0033979164252991591 -0.001586860350146341 -0.008768402885816191 -0.0020269781205754104 -0.0042253489125931507 -0.0046768365055518957 0.0031743546934108026 0.008641197061102137 0.0047255242554838216 -0.0094171275687870617 0.0029591407849417751 0.0066709250145300996 -0.00029705676870255031 -0.0052395212298434173 0.012362198365903448 -0.010652580036141788 -0.002973216021076145 0.00076954778613443455 -0.012382275622236184 -0.0099507647492012678 0.0052923876815968536 0.0086018368978191609 0.00064680151228209415 -0.013202042007915553 0.009518565271690196 0.014513183352289488 0.014094961153428488 0.018310465861495501 0.016505230300450389
leaf_weight=367.19960114359856 41.892861902713776 5.4762230068445232 375.14296066761017 48.693224191665649 30.638282060623169 182.86185613274574 4.7355455905199078 91.948040917515755 35.262533694505692 494.39097491651773 45.187040328979492 27.373887218534946 24.687111139297485 5.8600096553564098 455.99474389851093 6.2465731352567699 10.666230544447897 119.49718810617924 178.13053193688393 11.046248450875281 5.1511734575033179 29.306274682283401 99.99802140891552 26.159686416387558 20.969334155321121 18.114000260829926 17.161830797791481 25.835160836577415 16.518618047237396 8.1466500461101514
leaf_count=2113 196 36 2071 275 158 908 24 461 220 3209 248 171 120 31 2184 35 56 576 1116 69 31 190 658 139 109 95 87 140 112 55
internal_value=-2.07076e-05 0.00179355 0.00120138 0.00263088 -0.00294662 -0.00358805 -0.00085557 -0.0017495 -0.000913713 0.00326469 -0.00242864 -0.00454807 -0.00485075 0.00122086 -0.00587266 0.00670679 -0.0021523 -0.00132195 0.00207031 0.00709136 0.00568537 0.000454055 0.00769296 -0.00156028 -0.00551503 0.00226279 0.0103631 0.0114341 0.0138785 0.00850442
internal_weight=2830.29 1747.02 1571.38 937.658 1083.27 938.779 296.707 274.81 633.723 861.591 420.33 76.0671 642.072 144.489 497.888 48.608 16.9128 144.184 213.393 175.643 145.502 40.3525 105.149 95.8813 47.129 48.7523 21.8974 31.6952 30.1415 13.6229
internal_count=15893 10574 9423 5768 5319 4556 1480 1369 3655 5322 2319 446 3076 763 2380 262 91 696 1336 1151 948 259 689 501 248 253 111 171 203 91
is_linear=0
shrinkage=0.0149824
Tree=62
num_leaves=28
num_cat=0
split_feature=51 86 149 51 136 86 102 84 94 54 27 132 85 16 31 89 135 0 138 149 95 11 122 122 28 6 54
split_gain=64.9226 23.8446 21.9191 15.8635 13.2669 14.8879 12.7571 12.6959 12.7578 12.1394 12.0272 11.494 11.4939 11.201 9.10017 7.37129 7.79443 9.3622 8.35233 6.65134 6.11896 6.01853 5.18326 4.20649 1.70612 1.67408 0.0064049
threshold=1.2450000000000003 3.0987804878048784 0.57302186860974946 1.1150000000000004 2.9500000000000006 2.6698717948717952 2.2810000000000001 0.070961538461538409 19.050000000000004 1.2950000000000002 0.4813392857142858 1.5855000000000004 -0.47050505050505048 1.0000000180025095e-35 0.17529120364171907 0.15000000000000005 0.062000000000000006 1468.9125028268377 4.5000000000000009 0.60168717554316486 -1.0000000180025095e-35 0.65476190476190488 1.0250000000000001 1.1940000000000002 3.0500000000000003 1499.2324539062636 1.155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 12 20 7 9 8 -6 -1 -5 -8 -4 19 -15 22 17 -17 -18 -7 25 -22 -3 -23 -24 -2 -27
right_child=4 15 3 10 5 13 11 -9 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 -21 21 23 24 -25 -26 26 -28
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leaf_weight=449.77126608788967 3.5116067826747912 2.2619501054286983 0.53934167325496574 115.48424232006073 610.41008502244949 100.86003062129021 11.127338498830797 4.7531757056713095 281.51496651768684 427.30918550491333 203.71144616603851 8.897262826561926 353.30344177037477 34.432221040129662 17.697485700249672 28.290194571018219 18.719678655266762 61.588187053799629 36.384607136249542 7.666667476296424 3.1877488642931011 5.7919543981552106 3.6079473346471813 7.4986317753791809 24.005565866827965 3.0336491763591766 4.1322383880615234
leaf_count=2461 18 15 3 672 2913 523 64 22 1401 2568 1198 54 2403 186 95 181 120 410 237 41 16 29 24 38 164 15 22
internal_value=-2.02894e-05 0.00176883 0.00118437 0.00322811 -0.00289908 -0.00316465 -0.000348902 -0.00391717 -0.00378703 -7.89428e-05 0.000806316 -0.0121731 0.00541276 0.00103546 0.00674349 0.00701697 0.00562057 0.00834064 0.00118397 -0.00170634 0.00744107 0.00171618 0.0137935 0.00615063 0.0155796 0.0162761 0.020429
internal_weight=2829.49 1745 1570.14 673.038 1084.49 1057.33 897.105 896.678 891.925 877.08 319.196 20.0246 353.843 160.656 52.1297 174.858 144.983 89.8784 55.1043 108.527 27.1558 16.4783 29.8755 13.2906 27.6135 10.6775 7.16589
internal_count=15893 10574 9423 4276 5319 5181 5147 4336 4314 5029 1870 118 2406 845 281 1151 948 591 357 564 138 83 203 67 188 55 37
is_linear=0
shrinkage=0.0149824
Tree=63
num_leaves=31
num_cat=0
split_feature=47 149 49 102 95 16 52 52 9 30 96 126 149 38 147 131 142 80 4 48 4 23 7 55 144 27 136 10 89 16
split_gain=65.9626 15.7532 17.604 15.4912 14.113 13.968 19.436 13.8821 12.3551 11.6323 10.2056 12.7627 11.7067 12.2499 10.6604 8.6441 10.8426 8.55949 11.6554 8.13974 8.04935 7.84702 7.57409 7.26505 7.96803 7.6994 6.53607 10.8286 10.7963 5.12907
threshold=1.655 0.57302186860974946 2.0450000000000004 2.3920000000000003 -6.7499999999999973 2.5000000000000004 2.6650000000000005 2.1250000000000004 1.5773809523809526 0.15018796992481201 2.5000000000000004 1.6835000000000002 0.48455842601173932 0.28500389429309053 0.42706915810659196 1.4365000000000003 -1.3404999999999998 0.094882947619222419 1434.8561857725865 1.3650000000000004 1616.7844614964629 2.535714285714286 -39.778739792086746 2.2050000000000005 0.0044500000000000008 0.46828571428571425 6.8500000000000005 0.86190476190476206 0.75000000000000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 17 9 6 -5 8 23 -4 12 19 22 -14 -13 16 -3 21 -19 -12 -6 -1 -9 24 -2 -25 27 -10 -28 -17
right_child=7 2 4 5 20 -7 -8 10 26 -11 11 14 13 -15 -16 29 -18 18 -20 -21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
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leaf_weight=542.04716205596924 193.59295962750912 9.8624780252575857 28.915763258934021 5.5619846582412746 263.02034841477871 4.8970825374126425 9.9945974946022016 5.667466163635253 8.1816975027322787 28.189510926604271 7.1180126518011084 41.755727171897888 140.71832300722599 123.63705106079578 79.868329346179962 174.87910971790552 205.53093388676643 8.0524435788393003 75.988493114709854 404.56511604785919 22.473154976963997 226.56214704364538 78.13955745100975 10.86819562315941 21.744705468416214 15.871920108795164 33.51505734026432 16.729040518403053 6.4407214969396582 26.350317411124706
leaf_count=3169 897 65 170 32 1563 30 59 27 37 166 35 215 693 595 415 1222 1377 43 415 2093 135 1356 380 48 100 71 154 76 30 184
internal_value=3.26361e-05 0.00198756 0.00356593 0.000615051 0.0010501 -0.0122701 -0.0192167 -0.00265251 -0.0053966 -0.0057491 -0.00169696 -0.000394402 -0.0036922 -0.00523907 -0.00465858 0.00563476 0.00354883 0.000924145 -0.00361555 0.00086537 0.0024101 0.00142052 0.00118715 -0.00384061 -0.00292599 -0.0112061 -0.0112035 -0.0172266 -0.00744825 0.00786751
internal_weight=2820.74 1632.33 759.222 873.104 342.599 20.4537 15.5566 1188.41 306.944 57.1053 881.47 533.307 348.162 264.355 121.624 416.623 215.393 852.65 84.0409 411.683 285.494 768.609 83.807 242.078 215.338 26.7401 64.8665 24.9107 39.9558 201.229
internal_count=15852 9986 4882 5104 2034 121 91 5866 1413 336 4453 2758 1695 1288 630 2848 1442 4983 458 2128 1698 4525 407 1116 997 119 297 113 184 1406
is_linear=0
shrinkage=0.0149824
Tree=64
num_leaves=31
num_cat=0
split_feature=45 86 86 86 86 86 35 98 7 45 150 90 146 11 56 0 90 30 27 110 110 11 98 28 94 11 123 101 102 149
split_gain=58.8715 21.8698 20.8651 18.2954 46.7162 22.4692 15.7793 15.1687 11.7296 12.9377 10.9537 10.527 12.9619 10.1309 9.87758 9.30195 8.65551 8.2598 7.95339 7.76191 7.9862 11.8879 8.7803 7.62584 7.31215 7.0598 5.96908 5.91321 6.1472 4.89093
threshold=1.135 2.6023255813953496 3.4023809523809527 1.0000000180025095e-35 2.3645104895104905 1.1250000000000002 7.0850000000000009 0.74456521739130443 1.2642318047918482 1.3350000000000002 0.49487416709638937 -0.094999999999999932 0.0031500000000000005 1.8619047619047622 1.8550000000000002 1474.5011260245726 0.043749999999999956 0.13418726469143885 0.53267857142857145 8.5500000000000025 10.050000000000002 0.93095238095238109 0.64495798319327746 4.2361111111111116 19.050000000000004 1.1083333333333336 1.7030000000000001 0.63500000000000012 0.48850000000000005 0.61434823896303536
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 6 5 -5 14 8 9 -2 -8 12 -9 23 -1 -6 17 -15 -13 27 22 -22 -21 25 -10 -3 -25 28 -4 -29
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leaf_count=2959 1304 278 14 19 862 518 12 262 859 213 261 1021 23 49 3518 1800 39 51 344 18 21 66 14 239 398 237 29 309 16 99
internal_value=3.22685e-05 -0.00269306 0.00175182 0.00138702 -0.000850379 -0.010216 0.00250079 -0.00362747 -0.00210161 -0.00405972 0.0121713 -0.00606989 -0.0116903 0.00212285 0.00216791 0.00119385 -0.0063564 -0.011535 -0.00487312 0.00917742 0.0003436 0.00653421 -0.0162029 0.00363578 0.000289593 0.00124894 0.0084033 0.0116135 -0.00495985 0.0128755
internal_weight=2819.9 1090.91 1728.99 1648.03 547.728 98.1329 1100.3 913.641 562.334 309.165 36.6144 351.308 61.6722 177.271 1063.69 449.595 26.8407 19.5849 289.635 80.9638 17.501 12.736 4.76497 150.43 253.168 100.244 50.1863 63.4628 4.49048 58.9724
internal_count=15852 5346 10506 9949 3199 537 6750 4424 2774 1517 273 1650 285 922 6477 2662 139 100 1365 557 119 87 32 783 1257 515 268 438 30 408
is_linear=0
shrinkage=0.0149824
Tree=65
num_leaves=30
num_cat=0
split_feature=51 86 86 35 94 3 28 98 90 28 122 105 126 90 1 111 11 28 114 22 49 92 36 1 4 92 38 27 114
split_gain=63.319 20.2258 18.4176 17.3371 14.1989 17.2141 13.2257 11.5942 11.4805 11.2504 10.9488 9.72924 9.70303 8.85888 10.6265 8.73759 10.1027 9.48883 8.01538 6.3259 6.26209 8.43367 5.12909 4.73723 8.42419 4.64281 4.55126 5.35637 3.35511
threshold=1.2450000000000003 2.6023255813953496 3.4023809523809527 5.745000000000001 19.050000000000004 1615.3543155374246 4.2111111111111121 0.61721611721611735 -0.094999999999999932 0.21111111111111114 0.91300000000000014 1.3315000000000003 1.7070000000000001 1.0000000180025095e-35 1467.6823200405058 10.450000000000001 0.93095238095238109 3.683333333333334 1.0835000000000001 0.30785714285714288 1.0000000180025095e-35 0.55041666666666689 2.1350000000000002 1456.3419033067532 1528.3353723612483 -0.58458333333333312 0.30851757374026129 0.5221111111111113 0.45000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 8 12 13 18 10 -9 -2 -10 -6 14 -3 23 -17 -18 -1 -15 28 -22 -7 24 -4 -25 27 -8 -5
right_child=1 6 15 20 5 22 26 9 11 -11 -12 -13 -14 19 -16 16 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=2.2294522215306602e-05 -0.016736925801513466 -0.011466227467465574 0.007866597209800966 -0.0046217082177156749 -0.00062326259239123196 -0.0027301373691943085 0.0034602706271223004 -0.023619968823465502 -0.0038071749741426246 6.2358395646766639e-05 -0.0064878719065740859 -0.021709205867601711 -0.0076861466057134478 -0.0050282463148802487 -0.00018161273328386643 -0.027867076541365263 -0.018471601889805459 0.018154870829415307 0.0035483896882469177 0.0071803745663496206 0.0066574902170070897 -0.017909875892872563 0.014014878656182344 0.00043226466307750731 -0.02420558898089049 0.014570934044471844 0.020529922159096353 0.014286425719364341 0.015904082207397911
leaf_weight=203.84389978647232 32.111467659473419 28.849506616592407 14.43855866789818 1.9406756162643457 197.61460679769516 5.1281951814889934 43.529455110430717 4.5262445509433737 476.91885301470757 867.73661187291145 86.214692756533623 6.913292095065116 56.045044258236885 12.993278801441191 53.411317735910416 2.8882308006286603 2.4326553791761398 4.5714071989059448 498.83608196675777 35.710004284977913 62.690260469913483 3.301791936159133 20.601762369275093 5.8735863566398612 2.1065639406442633 46.387545451521873 5.2977564483880988 13.421515792608259 22.660304956138134
leaf_count=1234 146 146 100 13 978 26 234 26 2270 5031 408 33 278 68 273 18 16 32 3112 189 443 22 105 40 14 326 27 73 171
internal_value=3.19206e-05 -0.00282862 0.00179452 0.00145986 -0.00379083 -0.000999341 0.00156157 0.00109325 -0.00508603 -6.05318e-05 -0.00926927 -0.00406297 -0.00218378 -0.0011409 -0.00413922 0.00887705 -0.00428909 0.00543372 0.00252549 0.0039233 0.00783335 0.0054283 0.0106775 0.01077 0.00378306 0.0129819 0.00724726 0.00601165 0.0142849
internal_weight=2819 1074.76 1744.23 1665.54 881.548 279.39 193.213 1574.94 602.158 872.263 118.326 483.832 253.66 130.964 82.2608 78.6985 9.89229 7.00406 702.68 48.7033 90.593 65.9921 25.73 68.8063 16.5451 52.2611 62.2487 56.951 24.601
internal_count=15852 5254 10598 10052 4244 1387 1010 9403 2857 5057 554 2303 1256 676 419 546 66 48 4346 257 649 465 131 480 114 366 334 307 184
is_linear=0
shrinkage=0.0149824
Tree=66
num_leaves=29
num_cat=0
split_feature=47 86 86 86 86 41 114 91 85 86 93 98 80 149 22 118 93 114 9 111 30 145 26 102 27 149 91 40
split_gain=60.4422 18.2079 17.1053 17.6978 26.7785 17.0491 13.6425 12.2719 11.6505 23.9261 10.891 10.5713 10.1065 9.62908 8.9539 10.902 10.648 7.81438 10.3401 7.57451 12.7459 7.72888 7.5691 6.59103 5.65233 3.80508 3.15411 2.27292
threshold=1.655 3.4023809523809527 2.6023255813953496 1.0000000180025095e-35 1.804761904761905 2.4650000000000003 2.4500000000000006 -0.074999999999999942 0.3144322344322345 1.9848484848484851 19.050000000000004 0.82971014492753636 0.094882947619222419 0.56872619447711881 0.30785714285714288 1.1000000000000003 14.550000000000002 2.7085000000000004 1.5523809523809526 10.450000000000001 0.19702499447024993 0.16135000000000002 0.45236111111111116 2.1210000000000004 0.62725000000000009 0.61434823896303536 -0.11624999999999994 2.3350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 7 8 11 -5 12 -10 -6 -2 -1 23 16 -16 -15 18 -7 21 27 -3 -8 24 -4 -23 -19 -21
right_child=2 19 13 4 10 17 22 -9 9 -11 -12 -13 -14 14 15 -17 -18 26 -20 20 -22 25 -24 -25 -26 -27 -28 -29
leaf_value=0.0015388523658892207 -0.0015297693333958693 -0.01762556578229503 0.0030411900211814139 -0.034314556025847313 -0.006717128196000231 0.00087266535943471551 -0.0061113169280679986 -0.01187252514415949 -0.049788479215948298 -0.0039244472441755844 0.0015745017535106923 -0.0057770179727349462 -0.0039515941897596924 -0.03154808340190169 -0.012006450457784243 0.0074050094388692696 -0.0020160958431847038 0.0024067435838192705 0.0088117214823564185 0.00043256941388251707 -0.02762401856879242 0.01367675436276158 0.010131934538429791 -0.016756802410206804 0.019882905746967671 0.0050995058069809359 0.015812392181656865 0.018393488049614951
leaf_weight=1262.1337059661746 515.14971145987511 2.0822288095951071 152.99916875362396 10.4035811573267 197.67033885419369 78.080926768481731 8.2207261919975263 11.532595112919806 2.7915741354227057 29.90043993294239 43.358823150396347 176.65493819117546 80.028584316372871 5.4665158092975599 11.115033075213434 15.623521268367766 5.4959169328212738 4.799389339983466 69.696988329291344 3.3549158722162229 3.23941271007061 50.266403488814831 29.721894517540932 3.6774628907442084 4.6078756600618354 15.096897736191748 21.99437465518713 2.9921018481254578
leaf_count=7548 2559 14 797 49 927 550 40 54 15 178 215 829 431 28 58 85 30 35 525 23 21 352 150 20 25 109 165 20
internal_value=3.1556e-05 0.00190971 -0.00253179 -0.00333543 -0.00666789 0.00155625 -0.00213457 -0.022516 0.000996225 -0.00784082 -0.00522554 -0.00261432 0.00121148 0.00147747 -0.00533936 -0.000664204 -0.0167425 0.00596674 0.00461699 0.00901922 -0.00344229 0.0107904 0.00661264 0.00307094 0.00353359 0.0116957 0.0134111 0.00889972
internal_weight=2818.16 1626.46 1191.7 992.713 262.965 1549.43 729.747 21.9362 1374.85 32.692 241.029 691.805 1342.16 198.985 37.701 26.7386 10.9624 174.572 147.778 77.032 9.58643 67.4455 37.9426 161.285 157.607 65.3633 26.7938 6.34702
internal_count=15852 9986 5866 4823 1245 9447 3578 103 8172 193 1142 3388 7979 1043 201 143 58 1275 1075 539 64 475 190 842 822 461 200 43
is_linear=0
shrinkage=0.0149824
Tree=67
num_leaves=29
num_cat=0
split_feature=47 86 86 86 86 149 49 114 100 137 128 149 133 94 90 121 105 36 148 111 30 1 44 133 136 31 149 40
split_gain=58.6446 17.8164 16.5692 17.094 25.6488 15.4254 17.6767 13.2499 11.4691 11.182 10.1376 9.33856 9.13472 8.01301 12.1473 8.34679 7.57155 11.5026 7.49342 7.42688 12.2007 7.23205 7.01163 7.15654 5.87348 4.25104 3.40946 2.24471
threshold=1.655 3.4023809523809527 2.6023255813953496 1.0000000180025095e-35 1.804761904761905 0.57302186860974946 2.0450000000000004 2.4500000000000006 3.2900000000000005 3.2500000000000004 0.55000000000000016 0.56872619447711881 1.0500000000000003 14.550000000000002 0.070416666666666669 2.2360000000000002 0.73950000000000016 2.0250000000000004 0.24933358173482909 10.450000000000001 0.19702499447024993 1472.9034483477296 9.1250000000000018 0.22500000000000003 6.9500000000000011 0.079077644606565911 0.61434823896303536 2.3350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 10 13 12 9 -8 -2 -5 22 -7 14 -1 -15 17 -13 -6 25 27 -9 23 -4 -18 -3 -27 -21
right_child=2 19 11 4 18 6 8 21 -10 -11 -12 16 -14 15 -16 -17 24 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.0001161806604659679 -0.0093085360803081066 -0.010352238176083599 -0.016046028443329318 -0.026472523822674055 -0.012698795215954736 -0.00067299705802566006 0.00084685738855458067 -0.00050154120049955163 -0.029917496920368374 -0.0020343625446362112 0.00097518373015167135 -0.035530838992769403 0.0062374176364114941 0.0011766090667860571 -0.006785720380237348 0.011287631190997963 -0.006646198261737451 -0.0054336083987791221 -0.0042160863974574324 0.00042620715287909367 -0.026754730840111759 0.012633692987893507 -0.017736992380891659 0.0040219593989321229 0.019873079689926704 0.013280835998082635 0.0051710320360128514 0.018331577655221056
leaf_weight=351.42369838058949 51.225519433617592 2.0850419998168936 4.0954176485538474 18.509648591279987 26.223747476935387 49.287004552781582 319.5820837020874 17.56762820482254 2.7434895932674399 641.30486479401588 3.6095754653215399 3.1867060363292721 333.3665524944663 398.04385432600975 74.25017087161541 19.21152925491333 3.3661647140979758 27.006195440888405 215.27129593491554 3.3539883196353895 3.2941311895847321 20.260397240519524 3.5687931329011908 153.38442848622799 4.2310969829559326 49.690013356506824 15.19512442499399 2.9574871361255646
leaf_count=2033 252 14 21 86 125 327 1890 88 16 3136 17 16 2305 2335 426 115 18 144 1017 23 21 102 19 802 23 351 110 20
internal_value=3.12019e-05 0.00188348 -0.00249141 -0.0032812 -0.00655158 0.0015345 0.00316993 -0.00210079 0.000585003 -0.00257242 -0.0219934 0.00145663 0.00534733 0.000166711 -0.00127955 0.00164215 -0.00524621 -0.00861024 -0.00513722 0.00893789 -0.00338227 0.00653359 0.00302946 0.00350007 0.00812304 0.010705 0.0113816 0.00881651
internal_weight=2817.3 1624.48 1192.81 993.973 263.614 1547.91 704.979 730.358 322.326 692.53 22.1192 198.839 382.654 842.929 425.674 417.255 37.7902 30.1929 241.495 76.5758 9.60561 37.828 161.049 157.48 7.59726 66.9702 64.8851 6.31148
internal_count=15852 9986 5866 4823 1245 9447 4538 3578 1906 3388 103 1043 2632 4909 2459 2450 201 160 1142 539 64 190 842 823 41 475 461 43
is_linear=0
shrinkage=0.0149824
Tree=68
num_leaves=30
num_cat=0
split_feature=51 86 86 131 94 90 55 142 28 93 102 50 90 146 55 143 145 90 7 101 111 11 28 145 93 138 110 135 1
split_gain=58.1597 18.4403 17.2236 14.7186 13.5225 13.1665 14.1867 13.1319 12.7832 12.5764 12.1461 11.6102 10.6318 10.7554 10.5428 9.29228 9.18425 8.56508 10.5872 8.53755 8.23967 9.46795 9.05936 7.51889 5.92334 8.03475 6.00094 5.4303 3.18282
threshold=1.2450000000000003 2.6023255813953496 3.4023809523809527 1.5280000000000002 19.050000000000004 0.027916666666666656 1.5350000000000004 -0.55099999999999993 4.2111111111111121 19.050000000000004 2.1210000000000004 1.5450000000000002 -0.094999999999999932 0.0029500000000000004 1.7150000000000001 -2.0574999999999997 0.81555000000000011 1.0000000180025095e-35 4.3147501698782671 0.45000000000000007 10.450000000000001 0.93095238095238109 3.683333333333334 0.16135000000000002 25.050000000000004 4.5000000000000009 5.8500000000000005 0.18900000000000003 1456.3419033067532
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 12 6 -6 -7 17 14 -11 16 13 -2 -1 -13 -5 18 -3 -14 23 -22 -23 -4 26 -26 -10 -19 -25
right_child=1 8 20 11 5 7 -8 -9 24 10 -12 15 19 -15 -16 -17 -18 27 -20 -21 21 22 -24 28 25 -27 -28 -29 -30
leaf_value=-0.0012621840003498453 -0.0074552806923421184 -0.00082243497935851576 -0.017449245404741201 0.0017251779936694896 -0.024772755420417916 0.017049891506708902 0.00074948541537640009 -0.013724388625344773 0.0043128212036100096 0.0030765793730073623 -0.005778168358747139 -0.019650098595133007 -0.010245627451116198 -0.023026121664652913 0.0046894222667722184 0.010473439727207268 0.0085843318071678193 0.00061362286546959267 -0.012906502615284551 -0.003273172876738895 -0.026547976840994619 -0.017535372972850669 0.018085599580380248 0.0054208265145647121 -0.027198349042855285 0.0093018464972733118 0.014184918611411027 0.011630249486432776 0.013238772839723401
leaf_weight=663.58548219501972 108.24178165197372 60.010912194848061 2.0910015851259223 301.83406231552362 4.9885256290435782 3.5175327807664898 244.61909854412079 27.032167866826057 32.227384626865387 463.63128866255283 37.592738568782806 2.3806261196732512 43.276502728462219 10.966653212904928 74.290947124361992 66.732796750962734 51.261063411831856 34.349254786968231 22.331055238842964 442.43706923723221 2.9598679542541486 2.4870354682207108 4.5070805102586746 15.252170182764528 2.5511172860860816 2.8843299150466919 24.201200604438782 14.19374096393585 50.04137447476387
leaf_count=3913 503 305 14 1837 26 17 1212 132 171 2814 233 17 202 51 432 497 309 181 114 2101 18 16 32 107 14 16 133 76 359
internal_value=3.08472e-05 -0.0027036 0.001726 0.00140425 -0.00361813 -0.000896882 0.000239409 -0.010181 0.00149578 0.000581063 0.00241246 0.00382015 -0.00487842 -0.00888773 -0.000662964 0.00943582 0.00272097 -0.00115687 -0.00409962 -0.00389441 0.00863738 -0.00408649 0.00541913 0.0105169 0.00710795 -0.0078295 0.00854679 0.00383484 0.0114126
internal_weight=2816.48 1077.83 1738.65 1661.31 885.079 280.157 249.608 30.5497 192.749 1239.1 501.224 422.209 604.922 119.208 737.876 69.1134 353.095 130.885 82.342 485.714 77.3385 9.95398 6.99412 67.3845 61.864 5.43545 56.4286 48.543 65.2935
internal_count=15852 5254 10598 10052 4244 1387 1238 149 1010 7392 3047 2660 2857 554 4345 514 2146 676 419 2303 546 66 48 480 334 30 304 257 466
is_linear=0
shrinkage=0.0149824
Tree=69
num_leaves=31
num_cat=0
split_feature=51 41 131 50 41 9 90 126 85 23 53 38 27 27 98 28 55 2 103 2 2 9 11 121 23 49 16 85 79 49
split_gain=56.4199 18.1456 11.0017 10.5767 9.88735 14.0306 10.23 14.1718 12.4569 9.48227 9.67078 9.058 15.0356 8.8933 8.82304 11.0079 8.30618 7.59456 7.16674 12.5925 11.4875 6.67715 8.59704 8.08231 9.81633 6.18565 5.40698 3.75478 3.16535 2.67796
threshold=1.2450000000000003 2.4650000000000003 1.5280000000000002 1.5450000000000002 1.7950000000000002 2.3095238095238098 -0.15291666666666662 1.8660000000000003 -0.024355716878402846 4.6333333333333337 2.6650000000000005 0.29457413594285814 0.50211111111111129 0.51707142857142874 0.85357142857142865 6.5857142857142863 1.5350000000000004 -208.67480890372914 1.3695000000000002 175.58026303370085 200.395154069028 1.5523809523809526 0.37857142857142861 0.89450000000000018 4.2250000000000005 3.2850000000000006 1.5000000000000002 -0.12344827586206894 2.6906999843170061 2.9550000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 13 5 6 8 -8 -2 14 29 28 -13 -4 16 -16 -6 -5 20 -20 -1 23 -23 27 -25 -12 -24 -3 -7 -11
right_child=4 21 3 17 9 11 7 -9 -10 10 25 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.000609104284809189 -0.014757379394448997 -0.0074047347621975625 0.0011665939761251898 -0.011806088492451674 -0.011788227532908381 -0.019685853347930361 -0.0017362293131352039 -0.01336403073815487 -0.0032913158971192035 0.0075752610146658447 -0.022458940905344154 -8.4277793458417384e-05 -0.033378165439606602 0.0066651792473837604 -0.0045173024548156608 -0.033667156145866607 -0.00046799875820111828 0.013068707265887526 0.003543027205745594 -0.01351382388543098 0.0055315972014546699 -0.018017008051081664 0.01145164805280572 -0.0012130048533394568 0.013913765843998699 0.0033019346686738115 -0.0039012940710536018 0.012487146230770164 -0.040154892055367736 0.020599316976345934
leaf_weight=864.8010473921895 38.195231482386589 2.3354389369487789 257.69291476160288 3.0004958212375632 15.037713497877119 3.2311141490936306 317.35925248265266 25.412325218319893 47.993879944086075 5.9091682881116894 2.7761870324611655 10.685166627168654 4.2581021189689627 88.772976882755756 135.86535063385963 2.9715838581323615 448.27149228751659 33.69200624525547 224.36350619792938 10.155457675456999 74.254882425069809 2.4767721295356742 71.280640594661236 62.812500700354576 11.373490236699579 8.4934094399213773 5.5500294864177695 24.221615806221962 3.5693129003047943 8.8535334169864637
leaf_count=5062 177 16 1557 21 80 15 1477 119 224 31 14 49 19 527 653 14 2279 246 1344 62 450 17 548 446 85 42 43 174 16 45
internal_value=3.05017e-05 0.00170206 0.00118124 0.00338554 -0.00266037 -0.00435365 -0.00375849 -0.00259829 -0.00837258 -0.00144547 0.00740752 -0.0160949 -0.00957145 0.00257547 -0.00182821 -0.00514121 -0.000835422 0.0110346 0.000461565 0.00280441 -0.000123534 0.00620507 0.00945692 0.00364514 0.00110609 -0.00304411 0.0103426 0.0107378 -0.0304295 0.0153861
internal_weight=2815.67 1736.78 1556.73 383.158 1078.88 450.704 428.961 342.772 86.1891 628.178 26.0323 21.7437 14.9433 346.466 602.146 138.837 463.309 36.6925 1173.57 234.519 939.056 180.05 79.3074 100.743 74.186 11.2696 76.8307 26.5571 6.80043 14.7627
internal_count=15852 10598 9269 2351 5254 2096 1997 1596 401 3158 132 99 68 2084 3026 667 2359 267 6918 1406 5512 1329 608 721 531 56 591 190 31 76
is_linear=0
shrinkage=0.0149824
Tree=70
num_leaves=27
num_cat=0
split_feature=47 86 86 79 52 26 4 5 133 133 23 86 40 0 101 36 133 91 40 138 130 150 111 52 110 80
split_gain=37.9446 22.4795 17.1237 15.6116 11.5341 10.7065 10.1661 9.78716 9.63202 9.18968 9.15247 8.5281 7.78626 7.34023 7.08931 6.38634 18.702 10.239 6.56099 6.21648 5.64683 4.9958 5.48512 4.48312 0.805664 0.719836
threshold=1.7250000000000003 3.5577777777777784 2.709384164222874 3.8646919751211271 3.0850000000000004 0.37645833333333334 1458.7261131133671 1530.7764272331872 0.78900000000000015 1.8945000000000001 3.3666666666666671 2.8837994214079079 4.1950000000000012 1624.8032206288801 0.63500000000000012 1.8950000000000002 1.0500000000000003 -1.0000000180025095e-35 1.885 10.500000000000002 1.1835000000000002 0.62017637310606066 4.4500000000000011 3.4550000000000005 3.4500000000000006 0.070195801244320552
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 11 8 13 -8 -2 12 -6 -1 -5 -7 -3 16 24 -18 -17 -20 -10 25 -23 -11 -4 -16
right_child=2 14 15 9 10 6 7 -9 20 23 -12 -13 -14 -15 21 18 17 -19 19 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.00064365876400251899 0.010162748182200051 -0.010494449675112837 0.0088344635772448308 -0.0020274170305290811 0.0014972035244579373 0.00039855644536962171 -0.004344475788356849 0.004128804718735001 -0.024425946132791563 0.0098400510829517243 0.0071543080758745504 0.0027203061583196131 0.013968776956946987 -0.012264769348745519 0.017416057680807749 -0.015592042549714417 -0.0039418358740529883 -0.036395646380635326 0.0058216798421520059 -0.0050045390193266042 -0.0092540168165223969 0.014114848206453852 -0.0041876420582654759 -0.0097061410253330687 0.020305316466039339 0.010483837484906463
leaf_weight=1119.6437380164862 3.5461924374103573 3.1125873029232016 2.6418554782867423 38.989123538136482 241.66475650668144 215.2476312816143 597.07403326034546 32.252465113997459 10.458554401993753 74.951616406440735 87.418700367212296 199.27319409698248 8.281381852924822 10.789894834160803 25.344293199479583 3.7775618135929099 4.2885286509990683 4.4428433477878562 96.67528335750103 13.577728092670439 11.630129292607306 8.1101468726992589 6.7220915332436553 2.7299305796623221 2.8650626987218857 3.8769081234931937
leaf_count=6371 16 21 14 285 1590 1028 2851 161 47 590 596 1202 66 53 183 20 22 22 509 71 55 61 48 21 15 27
internal_value=-0.000142613 0.00114939 -0.00247262 0.000877814 0.00049069 -0.00321726 -0.00293133 -0.00391023 -0.0127579 0.00598361 0.00299997 -0.000135402 0.000774983 -0.000205928 0.0113578 0.00264189 -0.00681891 -0.0204556 0.0038232 0.00448842 -0.0164376 0.0129018 0.00582002 0.00915314 0.0148024 0.0164963
internal_weight=2829.39 1820.12 1009.27 1772.95 1648 880.999 855.364 629.326 25.6349 124.952 329.083 1318.92 47.2705 226.038 47.166 128.269 14.2383 8.73137 114.031 110.253 22.0887 44.0534 14.8322 77.6815 5.50692 29.2212
internal_count=15945 11061 4884 10721 9759 4211 4093 3012 118 962 2186 7573 351 1081 340 673 73 44 600 580 102 319 109 611 29 210
is_linear=0
shrinkage=0.0149824
Tree=71
num_leaves=28
num_cat=0
split_feature=54 86 86 86 51 30 86 94 35 135 147 129 121 119 25 133 27 104 122 145 101 27 27 49 144 104 54
split_gain=37.7415 32.1465 29.9107 42.0893 22.813 16.2167 14.3435 11.6683 10.2344 9.65798 9.11786 11.2002 10.1652 8.93555 7.35871 10.041 8.14982 11.3045 8.30398 7.60545 6.03894 4.94869 7.30929 5.21436 3.16794 1.4098 0.004851
threshold=1.405 2.6698717948717952 1.0000000180025095e-35 1.804761904761905 1.2750000000000001 0.076138716356107652 3.5577777777777784 19.050000000000004 6.9750000000000005 -0.38899999999999996 0.39487318826102363 0.29150000000000004 1.7640000000000002 2.1000000000000005 0.73214285714285732 0.78900000000000015 0.46118055555555559 0.85050000000000014 2.5750000000000006 0.18295000000000003 0.63500000000000012 0.47866071428571427 0.48527777777777786 1.7450000000000003 -1.0000000180025095e-35 1.2325000000000002 1.4950000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 -4 10 -6 -1 -5 11 -3 -12 14 16 -16 18 -18 -2 -17 -8 25 -23 -24 -22 26 -15
right_child=13 6 3 9 7 -7 20 -9 -10 -11 12 -13 -14 21 15 19 17 -19 -20 -21 24 22 23 -25 -26 -27 -28
leaf_value=0.00044524804325020179 -0.0026854048478785059 -0.032831411909416096 0.0089474418760912694 -0.0095336483851364909 -0.004985012684258423 -0.025653016628281938 -0.0077560594858316232 -6.0254672291004336e-05 0.014216724334059743 -0.0029747912600579904 0.0034183234907659765 -0.00043919336549141138 -0.002501091057392595 0.018545721854861637 -0.018772752711033576 -0.00050510992348303202 0.00023509363923702255 0.0079758764249736377 -0.026076450338909461 0.0086830656359457963 0.0077241749633974446 -0.019773168270003208 0.010088572662034697 0.0026575330115665412 0.016924580441103999 0.0055052298968749315 0.017897837527500429
leaf_weight=949.96871894598007 40.272253952920437 3.7165083885192853 3.4124139100313213 58.486257463693619 326.53907854855061 27.904996365308762 3.3606660962104788 161.35895954072475 12.269706934690474 364.29795624315739 321.75978153944016 6.7442839741706848 81.644616290926933 6.9451459944248182 3.6320348978042594 26.389467000961304 149.16970516741276 59.138393886387348 3.7216234207153311 86.529623091220856 13.942340850830076 2.3421090692281714 51.762251801788807 35.895644314587116 21.13689361512661 2.3382006883621207 4.1955142468214035
leaf_count=5383 263 21 16 294 1529 134 21 791 93 1829 1823 38 467 45 25 183 1019 398 26 602 94 15 410 234 145 16 31
internal_value=-0.00014042 -0.000915185 -0.00176802 -0.00512355 -0.000717255 -0.0218829 0.00267531 -0.00335628 0.000620851 -0.00388212 0.00186219 -0.0119475 0.0022203 0.00372501 0.00263353 0.00574708 0.00119521 0.00243269 -0.00466416 0.00653577 0.0114298 0.00761563 0.00634766 0.00704559 0.0132679 0.016082 0.0183018
internal_weight=2828.88 2356.54 1904.24 454.102 1450.14 31.3174 452.305 487.898 962.238 422.784 413.865 10.4608 403.404 472.332 368.853 116.551 252.302 208.308 43.9939 112.919 38.4399 103.479 90 87.6579 35.0792 13.4789 11.1407
internal_count=15945 12678 10069 2273 7796 150 2609 2320 5476 2123 2349 59 2290 3267 2516 810 1706 1417 289 785 260 751 659 644 239 92 76
is_linear=0
shrinkage=0.0149824
Tree=72
num_leaves=28
num_cat=0
split_feature=41 55 26 9 93 136 92 7 11 126 137 92 26 41 136 119 1 10 122 92 141 35 37 101 141 85 119
split_gain=38.7896 20.6587 14.962 12.0324 12.5764 10.719 12.1741 9.87462 9.85897 9.43113 9.58196 9.1559 9.13172 8.80576 12.8301 10.684 8.43841 7.59963 7.26682 6.77833 5.62775 4.40045 5.97477 4.07026 3.37253 2.4771 2.301
threshold=2.2350000000000008 1.6150000000000004 0.39050000000000007 2.077380952380953 20.550000000000004 5.4500000000000002 0.0029166666666666004 44.421952812730076 0.37857142857142861 1.0500000000000003 2.9500000000000006 -0.25958333333333333 0.42683333333333334 1.7550000000000001 6.9500000000000011 2.7750000000000004 1449.9027247998017 0.37857142857142861 1.3245000000000002 -0.41916666666666658 -0.13799999999999998 4.3950000000000005 0.27684375135140565 1.7750000000000001 -0.22149999999999997 -0.0040395480225988989 3.6750000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 11 16 -7 9 -5 10 -1 24 -13 14 -4 -15 -3 20 -11 -19 -6 22 -10 25 -2 -9 -23
right_child=3 2 13 8 17 6 -8 23 21 18 -12 12 -14 15 -16 -17 -18 19 -20 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.019426446953648251 0.00019508327130477932 -0.019790577135569368 -0.0074827544421233131 -0.015734874211249205 -0.029810125959051029 -0.018780579767549543 8.9805715560464002e-05 0.00079531007828899998 -0.0013241863066180133 -0.00080019226979045292 -0.002982136411814751 -0.015487495669782692 0.00022470843118383061 -0.00091161484374583008 -0.0013294636601708296 -0.017834498980298565 0.0097150283008366131 -0.01207869823958138 0.0017393108170003322 0.0078983476623022859 0.0023999641722211814 0.015057666541802007 0.01011964169436943 -0.0078146685728262555 0.014673344961097857 0.01358265482478906 0.0006398760908308287
leaf_weight=4.3657556176185599 4.9911250695586231 2.8953907042741767 140.44732150435448 3.5199098140001288 2.1670587360858917 29.909159541130066 10.322995647788046 4.1058821529150071 13.907046891748903 407.58330371230841 226.96796429157257 8.6985150277614576 182.64441739022732 704.13055910170078 165.92683526873589 8.4750670343637449 8.7539772242307645 3.9426395520567885 666.62278244644403 115.58268324285746 2.7791345417499533 32.370610080659389 38.848210863769054 2.7650262117385855 13.065230436623095 19.794007331132889 2.691331833600997
leaf_count=25 35 14 639 24 14 138 49 25 100 2298 1274 53 1260 3576 768 42 42 27 3934 794 18 246 294 16 93 124 23
internal_value=-0.000138238 -0.000876305 -0.00242572 0.00403295 0.00271472 -0.0102742 -0.0139387 0.000369158 0.00885157 0.000184813 -0.00255924 0.000472818 -0.000489576 -0.00202612 -0.00415024 -0.00111288 0.00238153 0.00648629 0.000775754 0.00723939 -0.0117122 0.00983706 0.00710288 0.00939485 0.0106713 0.0113859 0.013951
internal_weight=2828.27 2403.07 1070.86 425.208 333.871 51.8815 40.2322 1332.2 91.3371 1305.54 231.334 209.399 191.343 1018.98 306.374 712.606 11.6494 124.472 1074.21 119.525 4.94619 87.8172 52.7553 26.6649 18.0564 23.8999 35.0619
internal_count=15945 12964 5268 2981 2294 243 187 7696 687 7531 1299 1441 1313 5025 1407 3618 56 853 6232 821 32 663 394 165 128 149 269
is_linear=0
shrinkage=0.0149824
Tree=73
num_leaves=29
num_cat=0
split_feature=86 35 27 86 86 55 54 26 86 127 86 93 9 0 80 27 27 93 110 110 90 95 124 84 149 38 141 145
split_gain=36.0845 37.1986 18.0944 13.5017 37.1463 17.2891 13.8196 13.6756 12.4405 11.8522 10.9184 10.4763 10.313 9.60831 9.35829 9.26703 12.3682 8.39615 8.27578 8.20337 8.35876 7.84884 6.85666 6.21943 3.72511 4.64068 3.15287 2.38503
threshold=2.8804761904761906 3.3650000000000007 0.42387500000000006 1.0000000180025095e-35 1.804761904761905 1.635 1.3150000000000002 0.39050000000000007 3.5577777777777784 0.52800000000000014 1.1250000000000002 28.050000000000004 2.5916666666666672 1499.8094482278891 0.039786366225452903 0.4157777777777778 0.41950000000000004 12.900000000000002 24.350000000000005 11.750000000000002 0.34125000000000011 -1.0000000180025095e-35 0.63350000000000006 0.068128342245989265 0.61941211201079638 0.24422262683390697 2.1355000000000004 0.87575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 5 10 9 -6 -7 13 -1 -5 12 -4 14 21 18 -17 -16 -3 20 -15 -2 -10 -13 26 -26 -24 -21
right_child=8 2 11 4 6 7 -8 -9 22 -11 -12 23 -14 19 17 16 -18 -19 -20 27 -22 -23 24 -25 25 -27 -28 -29
leaf_value=-0.01239946252585386 -0.034264945377888503 -0.0011274576754830695 0.001604058139856316 -0.046604354609890944 -0.0022492248387175956 -0.013709709826714784 -0.010597150400947187 -0.0026443705347673138 -0.0086538749493101259 0.00072382183615351072 -0.01756259492746105 0.011383285464993172 0.0079940797880546314 0.0049573706600516973 -0.0028596945787571133 -0.034583464503612556 -0.0038037799725652833 0.0041562414944201686 -0.024032300855728307 0.015637802030541628 -0.012070701688726341 -0.0019893410028143936 0.015135634186461066 -0.0083688546688278648 -0.0039292756336538788 0.017887413764243441 -0.0041260431702512959 -0.00048542386039949462
leaf_weight=15.813113436102865 3.1260792464017868 46.986894972622395 543.8528625369072 3.3103159368038204 441.71484671533108 26.426233097910881 49.503064289689064 489.04059708118439 3.8024299144744864 669.12348259240389 23.782580226659775 41.933012552559376 63.29301343113184 147.38483354449272 67.202206447720528 5.2998660951852781 6.5549269318580627 88.992543615400791 3.8294888213276854 19.835528701543812 6.7681609839200965 3.6849239543080321 38.736863300204277 3.9121931493282309 6.1786156967282277 3.3890556022524834 2.0063570141792288 2.2980438917875281
leaf_count=87 21 278 3460 16 2196 120 284 2338 24 3765 111 277 456 908 380 32 40 535 24 128 42 25 273 26 46 25 14 14
internal_value=-0.000136107 -0.000816477 0.00205363 -0.00201157 -0.00403246 -0.00113899 -0.0030905 -0.00321165 0.00407399 0.000420844 -0.0211111 0.00279167 0.0022702 0.00300998 0.000388025 -0.00563624 -0.0175644 0.00113766 -0.00285356 0.00543441 0.00420974 -0.0168031 0.0107454 0.00969774 0.0122115 0.00379865 0.0141871 0.0139638
internal_weight=2827.78 2434.38 715.662 1718.71 518.311 1200.4 491.218 515.467 393.406 684.937 27.0929 652.991 607.146 339.292 163.006 62.6712 11.8548 156.195 50.8164 176.287 154.153 6.811 54.1133 45.8452 50.3109 9.56767 40.7432 22.1336
internal_count=15945 13510 4593 8917 2607 6310 2480 2458 2435 3852 127 4219 3916 2053 961 374 72 915 302 1092 950 46 382 303 358 71 287 142
is_linear=0
shrinkage=0.0149824
Tree=74
num_leaves=28
num_cat=0
split_feature=41 55 2 77 41 119 136 96 25 144 130 30 125 119 36 149 149 128 41 149 125 3 54 50 102 99 30
split_gain=37.0031 19.4901 12.0208 11.7464 10.2364 13.0596 11.1361 10.1018 10.3287 12.795 10.0898 9.86907 10.3609 9.5441 7.85489 7.35024 7.18767 4.56652 4.7534 8.63936 6.7237 4.38879 4.81228 3.79402 2.55711 2.11669 0.458745
threshold=2.2350000000000008 1.6150000000000004 292.72429757749495 2.077380952380953 1.7550000000000001 2.7750000000000004 6.9500000000000011 7.5000000000000009 0.73214285714285732 0.00075000000000000012 0.95000000000000007 0.12132034632034631 0.70850000000000013 2.9000000000000004 10.125000000000002 0.48150423393478953 0.41427340274381014 1.0000000180025095e-35 2.3250000000000006 0.60980563244674457 0.70850000000000013 1481.8808484281481 1.9450000000000001 1.3150000000000002 2.3920000000000003 0.97222222222222232 0.4673758865248227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 7 6 -6 -3 8 9 -2 11 13 -13 -1 16 -10 -12 21 19 -19 -20 22 -5 -9 -25 -23 -16
right_child=3 2 -4 17 5 -7 -8 23 15 -11 14 12 -14 -15 26 -17 -18 18 20 -21 -22 25 -24 24 -26 -27 -28
leaf_value=0.0013401590644932519 -0.0020792181772066047 -0.0074779880753893654 -0.029543774602384731 0.0088463363047915789 -0.0010630524448216154 -0.018881863879242185 -0.0019367062664690945 -0.0079371323544005969 -0.015040015943391003 0.0065200031881192839 -0.012387854783177521 -0.024829520509637725 -0.0057932226794665323 -0.020216237331320164 0.018378712380585967 0.006921296671191895 0.00080312850398310477 0.0068490343249680823 -0.019368003283222902 -0.028559814201196999 0.00922736371434533 0.01717841929050495 -0.016681688453008662 0.013538170843489022 -0.0037566658942125601 0.0042150175970989724 0.0098405273629783713
leaf_weight=72.363401308655739 160.33507889509201 149.81201665103436 3.63814853131771 28.232024364173416 731.43393574655056 9.3508446216583234 178.2983932197094 2.2455434054136303 3.561323255300521 51.257307395339012 9.3458901494741422 7.3609411120414725 50.095136120915413 4.9241680800914756 5.4975107014179221 86.776231177151203 1179.9510785490274 3.8943837136030188 1.9939882010221506 2.5657985508441925 24.82831122726202 24.045355893671516 1.7609661146998394 26.535664185881618 2.0686006769537917 3.2041427940130225 1.9011377543210981
leaf_count=401 1080 678 20 213 3703 46 821 14 23 359 45 40 283 29 37 613 6846 26 14 18 195 184 15 190 15 22 15
internal_value=-0.000133981 -0.000853227 -0.00235629 0.00395066 -0.00226376 -0.00128798 -0.0044668 0.00264895 0.00181455 3.90514e-06 0.000357561 -0.00352931 -0.00823205 -3.32543e-05 0.000795209 0.00605552 0.000699469 0.00873587 0.0043228 -0.0072144 0.00710155 0.0113018 0.00734751 0.0108153 0.0122874 0.0156541 0.0161848
internal_weight=2827.28 2403.97 1072.53 423.305 1068.9 740.785 328.11 332.78 301.93 211.592 1331.44 134.744 57.4561 77.2876 1196.7 90.3376 1189.3 90.525 33.2825 6.46018 26.8223 57.2425 29.993 30.8498 28.6043 27.2495 7.39865
internal_count=15945 12964 5268 2981 5248 3749 1499 2294 2075 1439 7696 753 323 430 6943 636 6891 687 253 44 209 434 228 219 205 206 52
is_linear=0
shrinkage=0.0149824
Tree=75
num_leaves=29
num_cat=0
split_feature=54 53 80 94 26 126 23 26 80 126 104 53 39 26 144 10 4 9 12 122 15 108 10 38 80 28 133 4
split_gain=34.1544 15.2054 10.7888 11.8539 11.7459 11.2112 10.7539 10.956 19.385 9.9755 9.5102 9.48147 9.37224 9.04078 12.2063 9.51202 8.91532 7.94839 7.93501 7.82796 7.71768 16.0538 6.24005 6.19675 5.72082 5.19644 2.87741 2.25241
threshold=1.405 2.9250000000000003 0.024646199819576001 19.050000000000004 0.43683333333333335 1.3165000000000002 3.3666666666666671 0.43527777777777782 0.042532023217160105 2.4145000000000003 1.6255000000000002 2.9850000000000008 0.4368698692474634 0.39050000000000007 0.00045000000000000004 0.23214285714285712 1512.6468566010219 2.5916666666666672 1.0000000180025095e-35 0.97500000000000009 0.55000000000000016 1.5000000000000002 0.86190476190476206 0.29691899420819828 0.083441654795821468 1.7071428571428573 1.8945000000000001 1535.525065143353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 -4 7 8 -2 -10 20 18 26 14 -13 -15 -14 19 23 -9 21 -8 -20 -3 -22 -19 -1 -12
right_child=6 11 3 4 -6 -7 10 17 9 -11 27 13 16 15 -16 -17 -18 25 22 -21 24 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.004343244862637102 -0.051469059714211833 0.014961437602170223 -0.0026255382514564414 -0.0036024789111952847 0.0019927004724425356 0.0002038954263932974 0.010205001668149617 -0.011259618657893086 0.0011855928829089218 -0.032180557247162372 -0.026382347096866373 -0.017365192783262914 0.017575980457843504 0.013882882990735469 0.0084672970187629308 -0.0023869234099116428 -0.022915293881175459 -0.00044317797033090433 -0.022292164162898257 0.0024919576497264063 0.010113276630505317 -0.031165683323755206 -0.009027666877487673 -0.0079098479356741174 -0.0066672416955426009 0.012566672198687305 0.013107086109985044 -0.003991343979408298
leaf_weight=13.124025925993918 2.1265892833471325 4.719582721590994 690.5812246799469 99.265549853444099 555.70115385204554 576.99745526909828 5.7079039514064771 9.6074353083968145 14.458390444517137 2.3363234698772422 2.014053799211978 18.311709210276607 1.7544244229793537 8.2831067591905576 5.2926913648843756 308.01659081876278 4.0114617571234703 9.1232454329729062 10.55238802731037 282.92130047082901 101.6826606541872 3.3360605016350746 32.418363079428673 6.0909944623708725 4.7745898514986029 28.174562513828278 23.41077695786953 2.0198202803730965
leaf_count=94 13 23 3704 541 3110 3187 41 65 90 14 14 80 14 37 24 1415 28 73 50 1946 730 23 155 29 32 212 187 14
internal_value=-0.000131911 -0.00086573 -0.00032725 -0.000491929 0.00114471 -0.00133759 0.003564 0.00223477 -0.00885234 -0.00345603 0.00744209 -0.00355323 0.00715733 -0.00262836 -0.0115729 -0.00196086 -0.0105947 0.00287081 -0.00939853 0.00204032 0.00823186 -0.00505551 -0.0122851 0.0020751 0.00936067 0.00938439 0.00995895 -0.0151709
internal_weight=2826.81 2358.53 1964.85 1922.55 654.967 1267.58 468.283 348.748 18.9213 16.7947 119.535 393.685 42.3007 339.904 23.6044 316.3 5.76589 329.827 53.7813 292.529 115.501 9.04396 42.9708 10.8106 106.457 37.2978 36.5348 4.03387
internal_count=15945 12678 10865 10542 3651 6891 3267 2413 117 104 854 1813 323 1556 104 1452 42 2296 257 2011 826 64 205 52 762 285 281 28
is_linear=0
shrinkage=0.0149824
Tree=76
num_leaves=27
num_cat=0
split_feature=41 86 89 86 45 89 17 9 93 27 27 145 86 11 26 141 100 9 135 109 121 11 41 150 26 91
split_gain=35.2009 35.7239 28.1911 47.5488 18.2982 14.3292 12.7257 11.427 12.0864 10.9286 10.4768 10.1739 10.0866 9.63401 9.37509 8.87278 11.5131 8.7329 8.36513 7.87795 5.91163 5.6674 4.34223 6.10669 3.88455 3.57606
threshold=2.2350000000000008 2.7470930232558142 1.0000000180025095e-35 1.6785714285714288 1.1950000000000001 0.17000000000000001 2.5000000000000004 2.077380952380953 20.550000000000004 0.65683333333333349 0.46316666666666667 0.6160500000000001 1.1250000000000002 0.37857142857142861 0.39050000000000007 -0.8284999999999999 0.22500000000000003 0.96666666666666667 0.76550000000000018 5.5000000000000009 0.58550000000000002 0.59166666666666679 2.3250000000000006 0.60458339668940508 0.4331666666666667 0.18874999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 18 20 -5 8 9 11 17 -2 -4 -9 -6 16 -7 -10 -1 -17 -3 -12 23 -15 -22 -24
right_child=7 5 3 6 14 15 -8 13 10 -11 21 -13 -14 22 -16 19 -18 -19 -20 -21 24 -23 25 -25 -26 -27
leaf_value=0.00070018103266782355 0.0024109557331248666 -0.007421067359802096 -0.045069391939211854 -0.0044621017968448388 -0.012505594705769264 -0.025875018301464523 0.0049933956736199535 -0.015662731879160782 0.0090422629636817183 -0.028823288098771497 -0.0068801390366348934 -0.0060509012957605133 -0.020989552569235074 0.011130989978533368 -0.0027174960765285481 0.0033329478442981971 -0.0012450615426782326 -0.0065038451807077902 -0.0065701123771530123 -0.021015725127364972 -0.0021016594077418941 0.0099423524602826208 0.012498613910832986 -0.005901039603879883 0.012986375020919866 0.00055082619205535255
leaf_weight=1003.6449216008186 166.23401961475611 3.9075834751129142 5.4094557762146023 457.86046048998833 23.247431576251984 4.580802470445632 34.347163021564484 3.5259066224098197 12.967152014374731 2.8364364951848975 4.7503981068730345 39.467097535729408 14.038630440831183 10.258465401828291 398.3271246701479 309.32272626459599 60.857118755578995 21.658682614564896 36.828279323875904 3.0118190944194785 4.1820651292800894 83.727297708392143 60.911687284708023 8.7608506083488447 45.541726395487785 6.1952556893229476
leaf_count=5657 1149 23 26 2304 104 25 177 24 89 18 32 274 67 68 1876 1808 353 145 213 19 25 587 481 63 287 51
internal_value=-0.000129861 -0.000829648 -0.00168333 -0.00471016 -0.000624062 0.00307599 -0.00380228 0.00386513 0.00258221 0.000384655 0.00630486 0.000787411 -0.0276874 0.00861092 -0.00325725 0.00204716 -0.00296922 -0.000681925 0.000442844 0.00309815 0.010323 0.00903915 0.00960466 0.00328554 0.0117174 0.0113956
internal_weight=2826.4 2405.11 1973.7 511.656 1462.05 431.404 492.208 421.293 331.641 208.538 123.104 205.701 19.4481 89.6522 421.575 377.772 65.4379 34.6258 1040.47 312.335 53.6314 88.4777 86.1263 19.0193 49.7238 67.1069
internal_count=15945 12964 10424 2574 7850 2540 2481 2981 2294 1441 853 1423 93 687 1980 2205 378 234 5870 1827 335 619 663 131 312 532
is_linear=0
shrinkage=0.0149824
Tree=77
num_leaves=26
num_cat=0
split_feature=47 41 131 93 6 111 111 119 26 92 26 144 145 41 112 131 25 103 93 6 4 46 121 130 56
split_gain=48.965 18.0951 14.6144 16.8769 11.3091 11.5657 10.7288 9.96352 9.7554 14.7532 9.48659 11.9602 8.15733 8.1373 14.7167 9.74463 7.77436 6.04909 5.80647 5.25705 8.22567 9.4238 4.48658 2.92065 2.24405
threshold=1.7250000000000003 2.5250000000000004 1.5280000000000002 19.050000000000004 1544.8682300179933 16.150000000000002 23.750000000000004 0.55000000000000016 0.43050000000000005 1.0000000180025095e-35 0.39050000000000007 0.00055000000000000003 0.79665000000000008 1.7950000000000002 0.22750000000000004 0.70700000000000007 0.41428571428571431 0.93250000000000022 22.050000000000004 1476.4302965989887 1507.9428212635964 5.9450000000000012 3.3665000000000007 1.2360000000000002 2.5650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 -6 -1 -5 9 -4 11 18 -10 14 -12 -15 -7 -13 -2 23 21 -21 -22 -3 -25
right_child=4 19 8 7 5 16 -8 -9 12 -11 13 17 -14 15 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26
leaf_value=-0.0010240564472404812 -0.011503778026908093 -0.0040370778805281461 0.0021455439256996855 -0.0058760960500134664 -0.042973369638515439 0.011070976356211612 -0.013468059225397873 0.0028152249650978418 0.0032125422440510451 -0.016808097113094268 -0.00044324291925546683 0.010874772547853176 0.0093107451856559564 0.003494195384748698 -0.0061553562178630322 -0.001951910057871668 -0.019575893794851539 -0.014132799326147956 -0.033319674264454258 0.0042521433553367226 0.0099951532389592583 -0.010356235504898203 -0.012946210126039337 0.016929732500543578 0.0032308365410936351
leaf_weight=747.39657372236252 33.487882867455482 2.0344785302877453 33.107368275523186 31.615930110216141 2.9967612177133551 2.9105697870254499 15.882781162858008 466.09062418341637 303.97875091433525 12.775865733623503 170.98445948958397 8.3425691574811918 58.755973950028419 88.963427394628525 248.23638759553432 431.22649297118187 5.1379298269748688 2.9351245462894431 2.9824883192777625 53.112237438559532 57.414636135101318 12.186993792653082 1.979499079287051 17.181191705167297 3.1812835335731497
leaf_count=4331 153 15 192 187 14 14 90 2819 1894 73 788 40 363 444 1149 2144 25 14 14 407 436 90 17 131 27
internal_value=-0.000106344 0.0013584 0.00091458 0.000116643 -0.00277212 -0.0178482 -0.001283 0.00226312 0.003377 -0.00313197 -0.00260343 -0.0091181 0.00420033 -0.00227231 -0.0038256 -0.00102051 -0.0084931 0.0043663 -0.0132879 0.00639613 0.00519571 0.00152573 0.00923055 0.0130794 0.0147895
internal_weight=2814.9 1816.69 1669.6 1260.99 998.204 11.0453 763.279 497.707 408.618 45.8832 987.159 47.7481 362.735 939.411 419.221 520.19 8.0485 11.2777 36.4704 147.09 124.693 65.2992 59.3941 22.397 20.3625
internal_count=15871 11072 9949 7427 4799 53 4421 3006 2522 265 4746 221 2257 4525 1937 2588 39 54 167 1123 950 497 453 173 158
is_linear=0
shrinkage=0.0149824
Tree=78
num_leaves=30
num_cat=0
split_feature=45 86 131 86 89 86 96 86 103 114 136 136 106 97 89 125 133 35 96 30 85 122 138 99 148 104 94 34 6
split_gain=45.2145 19.9684 19.2913 16.1896 25.2036 25.4644 15.6186 13.9661 14.8502 13.061 12.0791 13.6442 11.1359 10.1943 9.56426 9.16153 10.9649 7.92284 7.4529 7.30753 9.01575 7.7124 6.37582 5.30564 4.21869 3.76314 3.43087 3.22444 1.93441
threshold=1.0850000000000002 2.6698717948717952 1.5280000000000002 2.7470930232558142 1.0000000180025095e-35 1.9186507936507939 3.5000000000000004 2.6228448275862073 0.28950000000000004 2.4500000000000006 2.9500000000000006 6.9500000000000011 0.68150000000000011 4.5000000000000009 0.13000000000000003 0.70850000000000013 0.95000000000000007 4.3550000000000013 3.5000000000000004 0.14093535572408813 -0.47050505050505048 2.3245000000000005 10.500000000000002 0.40588235294117653 0.27064914705796966 0.99750000000000016 14.550000000000002 1.1150000000000004 1489.2234577447382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 9 -6 10 8 -8 -1 26 -12 -9 18 25 22 -17 19 -5 20 -4 -21 -16 -15 27 28 -2 -19 -3
right_child=1 14 17 13 5 -7 7 12 -10 -11 11 -13 -14 23 15 16 -18 24 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00034235738880982256 0.0033190104213466462 0.0035990671737777696 -0.029855907855421561 -0.00051990256043152371 -0.023389849549883664 -0.003560331599842093 0.010456883142255636 -0.042042313768501621 -0.0010285796254062612 0.0071743610479756631 -0.0071613135610740621 -0.0027793832008473469 -0.0075003705856459121 -0.0070286567149457618 -0.0031579248976159745 0.012410797909399316 0.0011409864549665313 0.016719633996347575 0.0062361994204640355 0.0065656782840725868 0.0013332063889928874 -0.0046196856633394946 -0.020882242547938527 0.010579660430054113 -0.011703561031224911 -0.0020356624996323062 0.018193150033273386 0.00857160030787287 0.017212711044364514
leaf_weight=528.54382559657097 8.4326602667570096 2.8181081563234391 2.124461665749549 87.079853154718876 16.345962449908257 131.34793821722269 26.527880534529686 3.1104522198438627 532.71070459485054 71.28326553851366 255.52698916196823 424.47592683136463 6.4175635278224945 4.1033281981945029 27.717342361807823 21.989408805966377 163.24481995403767 14.423539586365221 63.290722414851189 171.82048878073692 100.37040766328573 15.049248784780501 5.4517985582351676 60.118800513446331 1.9741753935813893 3.5662011206150046 5.9281021505594245 44.654630534350872 13.896172679960726
leaf_count=3253 42 17 12 541 84 753 136 16 2765 476 1217 2055 33 27 150 120 896 112 417 1116 625 105 29 394 13 22 30 333 82
internal_value=-0.000104687 -0.00188001 0.00192666 0.00083047 -0.000210843 -0.00575496 -0.002631 -0.000790205 -0.000483758 0.00115427 -0.00413883 -0.004426 -0.0187768 0.00445782 0.00209426 0.00118034 0.00247884 0.00493639 0.00232373 0.00390159 0.000686727 0.00566488 -0.00607117 0.00945461 0.00984095 0.0119363 0.00945906 0.0105609 0.0149174
internal_weight=2814.34 1501.81 1312.53 962.114 747.521 147.694 1263.13 568.767 559.239 599.827 694.364 680.003 9.52802 214.593 238.684 218.403 185.234 350.417 150.371 289.365 102.495 186.87 33.1691 64.2221 61.0523 20.2805 14.3608 59.0782 16.7143
internal_count=15871 7610 8261 5945 4566 837 6294 2950 2901 3729 3344 3272 49 1379 1316 1195 1016 2316 958 1858 637 1221 179 421 458 121 72 445 99
is_linear=0
shrinkage=0.0149824
Tree=79
num_leaves=31
num_cat=0
split_feature=47 86 54 41 86 85 26 144 136 136 116 102 145 131 110 114 103 103 106 85 40 91 54 111 31 46 89 145 92 46
split_gain=46.3822 21.6023 18.5091 13.7535 12.4552 10.3545 10.2912 9.83912 10.1589 11.5418 9.54243 8.86621 8.41793 8.25951 8.81448 8.06908 7.53691 8.29842 7.88182 7.34186 6.79559 6.58528 6.40405 6.36212 8.03063 7.58915 8.61425 4.28004 0.528658 0.335229
threshold=1.7250000000000003 3.4023809523809527 1.4750000000000003 2.6250000000000004 2.6698717948717952 0.32662162162162156 0.45707142857142863 -0.0037499999999999994 2.9500000000000006 7.2500000000000009 0.41650000000000004 1.6545000000000003 0.20935000000000004 1.3165000000000002 10.950000000000001 2.7750000000000004 0.76250000000000007 1.5005000000000002 0.47750000000000009 -0.5116666666666666 1.925 -0.18749999999999992 1.1450000000000002 9.9500000000000011 0.73431372549019625 3.8450000000000002 0.27000000000000007 0.16565000000000002 0.30958333333333338 4.9350000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 -1 16 13 10 -10 -9 20 -13 14 -2 19 18 -18 -6 -4 -8 -17 -15 24 27 26 -25 -3 -5 -27
right_child=4 23 15 28 6 -7 11 8 9 -11 -12 12 -14 22 -16 21 17 -19 -20 -21 -22 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=0.0004018056872253827 -0.022211363680086443 -0.0051711058713766389 -0.034472291106536941 0.017619029740874727 -0.012413261481654126 -0.0081488581871647543 -0.013818894384237917 0.013481168233959449 -0.0049360017502957194 -0.001367956681908537 -0.015011518792145283 0.0085787851183020871 -0.025148958230853561 -0.016386855879533566 0.0014209487459437068 -0.0049275348473776541 -0.017733232506076491 0.0079885877451344629 0.0083051107072354916 0.0039065781134571195 0.0062201479688277208 0.014449410875162758 0.0090884055757569238 0.012069516253694103 -0.018302363308311673 0.018154930985829109 -0.02259273007777008 0.01260514344339656 0.0085655079757287929 0.0096802828947529437
leaf_weight=1440.8096964731812 16.209440693259246 3.1985464841127387 1.1246616840362538 10.27654894441366 6.2110110819339779 32.507148340344429 3.9728354364633551 14.320165708661081 440.4906033873558 378.25946317613125 3.2343977689743033 2.7033278197050086 4.3084003329277039 3.4885839819908124 4.5336913913488379 4.5840886682271949 13.685935735702516 3.5446933060884467 12.252747267484663 216.73041681200266 86.654700130224228 27.889771267771721 6.0674202740192413 2.4457631260156614 2.0628836750984183 2.4289394468069077 4.7063049003481865 61.484782122075558 1.685282178223132 1.8427775427699087
leaf_count=8364 75 22 7 83 30 186 21 72 2075 1797 15 15 23 16 22 34 70 18 63 1599 458 219 29 17 15 17 30 451 14 14
internal_value=-0.000103033 0.00132524 0.000978236 0.000343052 -0.00269376 0.000213144 0.00156919 -0.00334965 -0.00304579 -0.00328758 0.00823143 0.00408589 -0.0121455 -0.0117368 -0.0170462 0.00474698 -0.00531505 -0.0124417 0.00133566 0.00370845 0.00534169 0.0117141 -0.000211795 0.00902975 0.010798 -0.00130191 -0.0107394 0.0117261 0.0163435 0.0144991
internal_weight=2813.72 1813.78 1735.61 1485.28 999.937 1473.32 133.334 866.604 836.305 818.75 17.5546 97.6393 7.01173 30.2991 20.7431 250.329 35.6944 17.2306 18.4638 217.855 90.6275 32.4739 9.556 78.17 66.7462 11.4238 7.15207 64.6833 11.9618 4.27172
internal_count=15871 11072 10506 8647 4799 8550 698 4101 3959 3872 87 517 38 142 97 1859 181 88 93 1606 479 253 45 566 488 78 47 473 97 31
is_linear=0
shrinkage=0.0149824
Tree=80
num_leaves=28
num_cat=0
split_feature=47 86 35 98 28 86 80 144 99 144 11 98 80 138 37 145 48 52 137 28 27 8 20 31 85 30 111
split_gain=44.9841 21.1265 19.8837 15.5905 12.2681 12.0656 10.9838 9.48615 12.1438 8.88521 10.278 8.07062 7.76512 10.5231 9.67211 8.75391 7.76307 7.62154 11.382 8.18563 6.95777 6.63971 6.55702 7.09595 6.41932 5.2164 4.10884
threshold=1.7250000000000003 3.4023809523809527 5.745000000000001 0.63397129186602885 0.21111111111111114 2.6698717948717952 0.078767816259205106 -0.0037499999999999994 0.62202380952380965 -0.0020499999999999993 1.5166666666666668 0.63397129186602885 0.072925573441391861 10.500000000000002 0.28216647312150428 0.57050000000000012 2.7350000000000008 2.0950000000000002 10.050000000000002 2.683333333333334 0.48612500000000008 1.3785714285714288 1.5000000000000002 0.73431372549019625 0.0045014245014244007 0.13359580052493439 13.950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 8 20 10 -9 -10 13 14 -7 -15 25 18 -14 -19 -2 -18 23 26 -11 -4 -3
right_child=5 22 16 4 -6 12 -8 9 11 24 -12 -13 17 15 -16 -17 21 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0029538198446845206 -0.01533144392210274 0.011323680674291606 0.004018950894516011 -0.022725220274788127 -0.00061029501472976565 -0.013409315890796766 -0.001927476631478614 0.013139033018132372 -0.033700366088989096 -0.0028441698792623111 -0.0082531203507780083 -0.012411939315151416 -0.013677344735706228 -0.0047775050813262032 0.002567740145795448 -0.03832007282508517 0.017780791155259709 -0.0069717853943706866 0.014646798789246416 0.011097330478207604 0.011805336319073424 -0.0017418597370366545 -0.010872568903263264 -0.017063453063506099 -0.0075528197205143545 0.014154112806990854 -0.0099278671994095843
leaf_weight=642.57504577189684 3.2125332206487673 69.887537129223347 15.903260022401808 5.6670609563589087 879.09662196785212 10.028886139392851 123.33957041800022 15.518829062581064 5.3756301403045681 743.04703940451145 7.467387229204177 15.592049300670622 9.3726242333650571 4.1213820576667777 55.984455421566963 3.0309034883975983 4.7140343412756947 6.5686272829771033 4.8237140178680411 39.292051911354065 6.2411944568157196 22.941057287156582 3.5734809339046469 2.1270769760012618 71.221174314618111 40.248400047421455 2.1036626249551764
leaf_count=4078 15 513 114 32 5083 50 686 73 25 3521 35 72 45 21 295 15 36 34 24 214 30 173 24 15 330 304 14
internal_value=-0.000101418 0.00130662 0.00096425 0.000602796 -0.000751946 -0.00265074 0.00216776 -0.00329531 -0.0115137 -0.0029967 0.0061895 -0.0178698 0.00154732 -0.00172981 0.000140468 -0.0189918 0.00808353 0.00553975 -0.00405319 0.00850929 0.00258379 0.00158595 0.00895011 0.00990583 -0.00325602 0.0112836 0.0107027
internal_weight=2813.08 1812.18 1734.49 1650.68 884.764 1000.9 765.915 867.676 30.4214 837.254 22.9862 20.9677 133.223 73.1656 66.0133 7.15229 83.8068 60.057 14.1963 45.8607 9.45373 27.6551 77.6918 74.1183 814.268 56.1517 71.9912
internal_count=15871 11072 10506 9879 5115 4799 4764 4101 142 3959 108 97 698 381 345 36 627 317 69 248 45 209 566 542 3851 418 527
is_linear=0
shrinkage=0.0149824
Tree=81
num_leaves=30
num_cat=0
split_feature=45 131 86 86 86 86 96 86 9 106 125 97 112 80 55 6 34 24 34 142 9 53 145 124 36 2 98 2 145
split_gain=41.7645 18.6893 18.4753 15.5954 22.2482 20.6023 14.8895 13.2979 10.5638 10.3725 10.3087 9.99361 9.78372 9.21945 8.57916 12.7892 10.4308 8.34445 8.31175 7.45237 6.72066 7.66941 6.34166 7.23487 6.70068 5.31978 4.29619 6.68639 1.45099
threshold=1.0850000000000002 1.5280000000000002 2.6698717948717952 2.7470930232558142 1.0000000180025095e-35 1.9186507936507939 3.5000000000000004 2.6228448275862073 0.25833333333333336 0.68150000000000011 2.4500000000000006 4.5000000000000009 0.22750000000000004 0.082854864177878171 1.6150000000000004 1500.5468547093017 3.0750000000000006 0.77500000000000013 2.0150000000000001 0.86450000000000016 2.1083333333333338 3.2950000000000004 0.8851500000000001 0.29150000000000004 7.5550000000000006 -264.40330739040786 0.66025641025641035 -0.95051112833493778 0.99645000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 10 -6 8 12 18 -9 -1 19 -8 14 16 -16 -4 -10 -2 -5 21 -15 23 -3 -25 -13 28 -28 -24
right_child=2 22 13 11 5 -7 7 9 17 -11 -12 25 -14 20 15 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 27 -29 -30
leaf_value=0.00044848142819606105 -0.024922254534332632 -0.018072457196482729 0.0052669574341032187 0.0039573951581483519 -0.021540415917312632 -0.0035050782621490698 0.006898513376995926 -0.040304998486434145 -0.0045626657485855326 -0.0072593088860033331 0.0075542720643430924 -0.012627755341630352 -0.00096083333398310205 0.011384432260174398 -0.0078509400547171621 0.0035719482309213386 -0.011017135397188115 -0.00048762845024433025 -0.00296698868505053 -0.0042582618977459689 -0.010396395515255391 -0.0060811952042861281 0.017404774339157422 0.0039774416927421102 0.014594024849439068 0.010179867029564025 -0.011856106197500691 0.012717217146371489 0.0039743096348146198
leaf_weight=548.85761713981628 9.5309915840625781 3.2352593541145316 85.081572487950325 118.38234557956457 15.940309271216391 131.56063710153103 38.153270274400711 3.1836422085762006 537.83294859528542 6.4553860723972321 50.004492580890656 2.3849621042609206 521.95134031772614 42.700263142585754 50.636740148067474 38.906374335289001 9.8523073866963369 142.73088712990284 6.5172966867685309 31.346561960875988 4.3286233246326438 6.5030683279037467 16.35455899685622 301.88442175090313 13.961949519813059 61.249745860695839 3.8411207348108292 7.0430581569671613 2.0298308134078971
leaf_count=3385 44 20 494 756 81 753 190 16 2574 33 347 15 2711 235 268 209 57 696 30 202 22 31 114 1995 108 406 23 43 13
internal_value=-9.98301e-05 0.00185813 -0.00180231 0.00077919 -0.000241962 -0.00545415 -0.00252213 -0.000725742 -0.00399135 -0.0181739 0.00104181 0.00435126 -0.000425469 0.00202754 0.00043909 -0.00288771 0.00357698 -0.00370803 -0.0160061 0.0022374 0.00750149 0.00907605 0.00483066 0.00421842 0.00444675 0.00932506 0.0115053 0.00404507 0.0159219
internal_weight=2812.44 1308.08 1504.36 959.727 746.363 147.501 1266.36 569.744 696.612 9.63903 598.862 213.364 560.105 238.009 184.477 89.5431 94.9339 680.564 16.0483 149.729 53.532 49.2033 348.35 319.082 315.846 63.6347 29.2686 10.8842 18.3844
internal_count=15871 8261 7610 5945 4566 834 6294 2950 3344 49 3732 1379 2901 1316 1028 477 551 3270 74 958 288 266 2316 2123 2103 421 193 66 127
is_linear=0
shrinkage=0.0149824
Tree=82
num_leaves=26
num_cat=0
split_feature=47 86 41 98 121 86 144 85 85 27 6 25 8 122 144 40 37 37 121 4 137 31 110 126 144
split_gain=42.5853 20.4339 16.7666 13.3843 11.5727 11.4353 9.08086 8.66218 10.8989 8.5732 8.27669 12.3063 8.20214 10.0141 7.52866 7.10427 5.99953 11.7308 6.5342 5.24773 5.09825 9.40766 7.61544 4.78469 2.31747
threshold=1.7250000000000003 3.4023809523809527 2.5250000000000004 0.61721611721611735 0.95000000000000007 2.6099033816425128 -0.0037499999999999994 -0.064462279293739988 -0.14653958944281528 0.53527777777777785 1543.3778628885973 0.41428571428571431 1.6547619047619049 1.4060000000000001 1.0000000180025095e-35 1.885 0.28216647312150428 0.26935819915038167 1.2110000000000001 1537.3627262502316 7.0500000000000007 0.59175084175084181 8.6500000000000004 0.8660000000000001 0.0040500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 12 8 -4 -5 14 -12 13 -2 -8 -7 17 -17 -18 -9 23 22 -22 -3 -25
right_child=5 20 7 9 -6 15 10 19 -10 -11 11 -13 -14 -15 -16 16 18 -19 -20 -21 21 -23 -24 24 -26
leaf_value=-0.0025668018118281998 -0.010709342020952538 -0.0053085997294630011 0.0082126000253616091 -0.0015371863821934516 0.0029086861775763553 -0.018984014773194287 -0.0020262397971423925 0.0049026768435080012 -0.024467243921353424 0.001788758018887287 0.0084542390823262818 -0.024785094052637617 0.0062548704111896718 -0.036415056709225707 -0.0055568339730850368 -0.0003910597992400386 -0.00043496216250383987 -0.029332569182079073 0.0063199999140497549 0.011415572441702337 0.010473578846732935 -0.02691867823111517 -0.0063123447830364483 0.016657468161511087 0.0089063403099581221
leaf_weight=101.84946679323912 19.986389875411994 3.1483812183141699 4.5796929374337196 677.61730042845011 580.46972604840994 3.8199113756418219 635.83102944493294 88.728069432079792 4.58337154984474 234.06311521679163 3.5111907422542563 8.6837677806615812 4.8587203323841086 4.0996112525463095 172.31939695775509 16.975215449929241 64.797933146357536 3.8582629263401023 63.788550227880478 40.422209151089191 26.064759768545628 1.9939031824469555 7.9074333831667891 24.461296088993549 13.402900643646715
leaf_count=605 92 21 33 3886 3575 20 3018 691 33 1368 17 41 23 19 793 86 339 19 332 315 192 14 55 183 101
internal_value=-9.82546e-05 0.00127424 0.000938601 0.000504414 0.00209136 -0.00257523 -0.00325493 0.00594242 -0.0081339 -0.00068329 -0.00296392 -0.0152148 -0.0115026 -0.0150847 -0.00277906 0.00119179 0.00170758 -0.00575092 0.00291601 0.00694112 0.00882743 0.00471007 0.00656645 0.0124382 0.0139138
internal_weight=2811.82 1809.29 1732.31 1594 682.319 1002.53 849.29 138.313 9.16306 911.68 820.345 12.195 28.9447 24.086 808.15 153.24 149.42 20.8335 128.586 129.15 76.9787 35.9661 33.9722 41.0126 37.8642
internal_count=15871 11072 10506 9434 4180 4799 4003 1072 66 5254 3869 58 134 111 3811 796 776 105 671 1006 566 261 247 305 284
is_linear=0
shrinkage=0.0149824
Tree=83
num_leaves=24
num_cat=0
split_feature=49 86 35 54 86 30 16 46 125 23 6 110 28 121 41 48 55 30 4 31 21 110 93
split_gain=40.7331 21.8029 19.2326 12.2956 11.4111 10.1703 10.1511 9.28851 9.12144 8.93878 8.53031 9.52331 9.22879 10.8912 10.2546 7.67523 6.98105 5.18235 4.94689 5.08257 4.89396 4.30163 2.98997
threshold=2.9050000000000007 3.4023809523809527 5.745000000000001 1.4750000000000003 2.6698717948717952 0.34833164812942369 1.5000000000000002 5.1750000000000007 0.70850000000000013 3.2250000000000005 1544.8682300179933 14.050000000000002 2.8166666666666669 0.84500000000000008 1.5750000000000004 2.7350000000000008 1.425 0.13359580052493439 1371.9354456392728 0.73431372549019625 0.2678571428571429 8.6500000000000004 14.550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 10 6 8 -1 -6 -5 12 -12 13 -2 -14 17 -17 -4 -3 21 -13 -20 -8
right_child=4 18 15 9 5 -7 22 -9 -10 -11 11 20 14 -15 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00013095113309679249 0.010686614526144105 -0.011746407079140793 0.0038836401368234621 0.0021062174822878798 -0.0087388070309767172 -0.024438722343728337 0.0050316743989388766 -0.022829914460842191 0.0026934844534498873 0.0093159652681824683 -0.033913754114236493 0.0077573778179791941 -0.013488237796044807 -0.0012443943684052551 -0.0032821012854096915 0.015382380399862386 -0.0026362281685012295 0.01403507034519173 0.012351837268971226 -0.010993723876975401 -0.017683469865358157 0.003385334423775377 0.019469834769969756
leaf_weight=1460.786082200706 21.223152413964272 2.4898137450218192 15.784757532179354 140.79627252370119 18.812473624944687 3.2809527963399878 5.0131689608097068 3.9655746668577185 93.665891095995903 53.181498825550079 4.2272811830043775 3.3142240792512894 22.800341546535492 90.028550252318382 717.5777600556612 6.2463040277361896 21.235105708241463 39.629470199346542 56.884855814278126 2.5673270002007476 3.4789247214794159 15.224557206034659 8.9993430227041227
leaf_count=8452 96 17 114 1035 96 16 27 25 492 408 19 16 98 416 3410 48 161 304 426 18 17 109 51
internal_value=-9.67205e-05 0.00123546 0.000890174 0.000538208 -0.00253819 0.00160395 0.00227945 6.8788e-05 0.000781385 0.00408286 -0.00316131 -0.0162583 -0.00299182 0.00103165 -0.00359641 0.00793296 0.00145927 0.0111434 0.00902854 0.00972121 -0.00527147 0.0104587 0.0143044
internal_weight=2811.21 1818.79 1741.63 1658.73 992.422 129.772 126.491 1464.75 112.478 193.978 862.65 11.0204 851.63 111.252 740.378 82.8956 27.4814 55.4142 77.1666 74.6767 6.79315 72.1094 14.0125
internal_count=15871 11117 10547 9920 4754 682 666 8477 588 1443 4072 52 4020 512 3508 627 209 418 570 553 33 535 78
is_linear=0
shrinkage=0.0149824
Tree=84
num_leaves=31
num_cat=0
split_feature=35 114 49 55 52 137 1 1 130 134 112 133 130 91 89 49 141 110 3 109 3 106 27 34 148 30 9 117 49 50
split_gain=38.4162 14.2559 13.4356 12.7037 11.6686 9.46974 10.0181 9.14828 9.02574 9.89145 9.13822 8.6695 12.612 8.01283 11.5031 9.49417 7.21091 7.1454 7.07985 12.0466 8.11954 6.94704 7.04178 6.21174 4.80862 3.86167 2.22207 0.412038 0.0190839 0.00618698
threshold=3.2350000000000008 2.4500000000000006 1.8550000000000002 1.7550000000000001 2.7250000000000005 2.9500000000000006 1352.8968526254519 1596.9550904802966 0.95000000000000007 0.77650000000000008 0.22750000000000004 2.3875000000000006 1.5855000000000004 0.39166666666666666 0.75000000000000011 3.8450000000000002 2.7000000000000006 23.250000000000004 1518.681216347298 2.5000000000000004 1544.6282220947519 0.59050000000000014 0.5505000000000001 2.8350000000000004 0.27856974973686094 0.097652668256005867 0.96666666666666667 1.0000000180025095e-35 3.2550000000000003 1.5750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 13 5 7 -7 -4 10 -10 -5 16 -13 15 -15 -1 -6 18 19 -2 -20 24 23 -23 25 -3 -24 -19 -26 -29
right_child=2 21 4 8 11 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 27 20 -21 -22 22 26 -25 28 -27 -28 29 -30 -31
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leaf_weight=1177.3757177814841 144.79501305520535 2.3095151185989371 3.7375551164150229 49.474307760596275 438.84433542191982 11.115046665072439 234.79602829366922 2.7321084290742874 344.14244721829891 3.6377383470535269 62.413361757993698 12.432500436902044 20.203521095216274 10.973509684205053 2.7839414328336707 2.6119646281003943 3.6636013463139525 1.8420933187007893 44.986249096691608 19.79896779358387 110.06456735730171 41.651830725371838 2.5886322557926169 2.7117538601160041 3.3690629452466956 30.100461080670357 5.0142121762037277 2.3966304957866651 3.1675035953521729 6.8248614221811295
leaf_count=6355 1068 12 21 221 2734 61 1297 15 1590 17 280 77 127 59 15 12 23 13 319 142 808 227 14 14 18 164 28 16 15 55
internal_value=-0.000103169 -0.00146944 0.00214891 -0.00178705 0.00101071 -0.00159275 -0.00112201 -0.0194852 -0.0039034 -0.0027126 -0.00760476 0.00239358 -0.00505849 -0.000972115 -0.0123402 -0.000839574 0.00294319 0.00465283 0.00424311 0.00640727 0.00194575 0.00430676 0.000721328 -0.00156183 0.0090908 0.00672654 0.0140438 0.0164903 0.0208133 0.0177825
internal_weight=2802.56 1744.33 1058.23 1653.41 727.525 252.381 245.911 6.46966 459.668 347.78 111.888 475.144 32.636 1193.75 13.7575 1179.99 442.508 330.708 319.645 164.594 155.051 90.913 51.9664 44.3636 38.9465 32.41 7.60284 11.0636 6.53657 9.22149
internal_count=15817 9041 6776 8549 4355 1394 1358 36 2108 1607 501 2961 204 6441 74 6367 2757 2421 2337 1210 1127 492 283 241 209 176 42 84 33 71
is_linear=0
shrinkage=0.0149824
Tree=85
num_leaves=29
num_cat=0
split_feature=47 86 89 86 143 0 26 141 85 26 105 40 86 94 148 86 53 40 91 118 44 118 56 34 142 1 147 1
split_gain=37.8611 15.2154 26.5503 39.8048 14.0239 13.4669 13.109 12.13 11.6145 10.9877 10.7053 11.3297 10.6538 11.1571 10.4767 11.5707 9.70831 8.98482 8.05666 8.90681 10.2791 8.492 7.20599 5.99507 5.76023 10.9573 6.86342 5.62853
threshold=1.7250000000000003 2.8804761904761906 1.0000000180025095e-35 1.9848484848484851 -0.86799999999999988 1421.5454058275363 0.39050000000000007 -1.4854999999999998 -0.47050505050505048 0.30266666666666669 1.3565000000000003 2.9350000000000005 2.6909814323607431 19.050000000000004 0.27654902553509503 2.9205263157894739 2.4650000000000003 1.885 -0.012499999999999949 1.3665 7.0050000000000008 0.55000000000000016 1.6050000000000002 2.0650000000000004 0.86450000000000016 1497.5799330097911 0.44938700955042282 1402.4680397126976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 -5 14 18 16 -4 -9 12 23 13 -8 15 -3 -1 -14 19 20 -2 -20 -13 -12 26 -26 -7 -23
right_child=6 5 3 4 -6 24 10 9 -10 -11 11 22 17 -15 -16 -17 -18 -19 21 -21 -22 27 -24 -25 25 -27 -28 -29
leaf_value=0.0094331853651999815 -0.019258372509369855 -0.037971834884765084 -0.039363728110143166 -0.0089583262258491544 -0.00017503201542205639 0.010249828560469416 -0.0035281604369663488 -0.030728118097806699 -0.015171068656298118 0.0013706879005811457 -0.010661412841351373 -0.011715356721291812 -0.024644642307652877 0.00027298618896234237 0.018857229658511717 -0.003737556937924586 -0.010859119477743026 0.0031653464103311357 0.0048275699492036682 0.017947762837073732 0.012677406594097442 -0.035474095181668969 -0.038722127475536994 0.010708932378396492 -0.0095582443981951058 0.0050814768478370711 0.0045129909434667697 -0.014221522941659816
leaf_weight=63.871596530079842 6.4002708792686445 2.3548265844583502 5.4581491053104427 47.965014398097992 273.36648758500814 79.58843432366848 573.26283061504364 2.3991703391075125 24.223885521292686 1067.6180950030684 8.8736229687929171 4.3674525618553144 2.6704164892435065 248.45770172774792 4.3001379743218413 37.624263726174831 5.7703800201416007 111.11896307766438 4.9436025768518439 4.2560629546642295 3.4992720484733582 3.0940122157335272 4.5056998431682587 4.4116462916135779 14.905447639524935 49.882042117416859 113.67019825428724 29.165212571620941
leaf_count=429 29 14 27 275 1543 511 2662 14 124 6589 43 20 14 1213 27 233 30 585 22 21 17 14 22 22 98 326 761 132
internal_value=-0.00010156 0.00120492 0.000583367 -0.00301952 -0.00148611 0.00426962 -0.00242312 0.00169305 -0.0196198 0.00129872 -0.00202765 -0.0123203 -0.00178386 -0.00237884 -0.00336392 -0.00575403 0.00775181 0.00251269 -0.00979735 -0.000177313 -0.00796977 -0.0134577 -0.0254292 -0.00356494 0.00557949 0.00171336 0.00687556 -0.0162599
internal_weight=2802.02 1793 1490.67 351.014 321.332 302.325 1009.03 1139.66 29.682 1070.02 957.668 22.1584 935.51 821.721 44.2792 39.9791 69.642 113.789 51.3584 14.1556 9.89954 37.2028 8.87315 13.2853 258.046 64.7875 193.259 32.2592
internal_count=15817 11001 9031 1969 1818 1970 4816 7062 151 6603 4581 107 4474 3875 274 247 459 599 235 67 46 168 42 65 1696 424 1272 146
is_linear=0
shrinkage=0.0149824
Tree=86
num_leaves=30
num_cat=0
split_feature=35 86 132 3 35 93 121 131 84 149 19 86 102 93 149 143 99 91 6 140 6 102 132 133 148 50 6 55 149
split_gain=36.6911 18.0577 14.9853 11.8891 11.7668 11.1034 11.141 11.031 10.6138 10.5782 10.339 9.81245 10.5146 9.68519 9.43384 9.31139 10.2232 8.03703 7.50163 7.3487 6.54122 6.46944 6.37757 11.0812 6.26488 3.71772 3.30775 1.29854 0.00850747
threshold=3.2350000000000008 2.8837994214079079 1.1180000000000001 1642.0973886079998 5.745000000000001 15.900000000000002 1.4145000000000001 0.8660000000000001 0.070961538461538409 0.60168717554316486 4.5000000000000009 3.0750469043151978 2.3920000000000003 26.550000000000004 0.61434823896303536 0.72500000000000009 0.69397993311036799 -0.20499999999999993 1502.2839448389402 1.0000000180025095e-35 1475.8019458736442 2.1545000000000001 1.4720000000000002 2.6460000000000004 0.26528267397832622 1.5150000000000003 1485.2136472719408 2.0750000000000006 0.61434823896303536
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 11 6 -3 -7 14 21 -11 12 13 -2 -1 19 -17 -14 -10 -5 27 -4 26 -24 25 -22 -13 28 -6
right_child=4 2 9 15 20 7 -8 -9 18 10 -12 22 17 -15 -16 16 -18 -19 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.0024538959671827044 0.00087858285960728524 0.00062666300157829041 0.0090586165600391351 0.0089721106167359871 0.017971615774624181 -0.012829398413673325 -0.013553986133229468 0.0081312881998540018 0.0031149216986903899 0.0010541753494909753 -0.027980328665208672 0.0027274999030496841 -0.03624433751562741 0.0067793976429134581 0.003113390891589738 0.0033377686237325973 -0.021313069812524683 -0.0064805157209923197 -0.023529890553342495 -0.0044356943382216811 0.011122334174794678 -0.012138237388893882 0.0037034385206065582 -0.031393616483686146 -0.013286462122506509 0.0038058143427995663 0.011826127232851263 0.0058211230953994992 0.017192812554067852
leaf_weight=1377.8692716062069 788.42399870604277 24.206875823438168 93.59157583117485 49.008694857358932 8.9916120171546954 6.9423321783542624 25.576484069228172 29.948756746947765 3.2521457970142356 20.924112424254421 3.1701226234436026 11.582143917679785 2.4209150075912467 67.807402946054935 71.886949516832829 9.4904650300741178 6.2723197489976874 12.823800571262835 8.7627754807472211 11.28991938382387 24.478059619665146 3.3476963490247718 43.434655532240868 2.1177712380886069 3.8093499094247809 42.930885620415211 39.752882555127144 2.42833038419485 4.8779081106185904
leaf_count=6933 4894 135 554 255 66 40 143 180 16 129 19 81 14 436 435 49 30 77 45 58 188 20 307 15 27 331 279 17 44
internal_value=-9.99585e-05 -0.00143352 0.00271291 -0.00199356 0.00210464 -0.00204256 -0.00665873 0.0041868 -0.00229406 0.00611839 -0.00276597 0.00162917 0.00112629 0.00134589 -0.00217784 0.00378151 -0.0064713 -0.0112072 -0.0163178 0.00646172 0.00736576 0.0083266 0.00615235 0.00207173 0.0054063 0.00646265 0.00977331 0.0159282 0.0176977
internal_weight=2801.42 1745.54 207.708 1537.83 1055.88 86.6744 49.7834 36.8911 1461.77 121.034 24.0942 968.364 871.476 856.231 1449.76 76.0614 15.7628 15.2447 12.0149 60.2986 87.5161 96.9393 96.8875 45.5524 71.2183 67.4089 51.335 16.2979 13.8695
internal_count=15817 9041 1220 7821 6776 498 278 220 7429 722 148 6103 5421 5330 7368 392 79 91 61 313 673 574 682 322 546 519 360 127 110
is_linear=0
shrinkage=0.0149824
Tree=87
num_leaves=26
num_cat=0
split_feature=35 49 126 34 36 0 126 52 120 111 134 133 143 97 35 121 8 7 8 137 1 124 28 126 106
split_gain=35.6191 12.9636 12.865 12.7873 13.3902 12.546 12.2252 10.1596 13.5295 11.9293 10.6027 9.03071 12.9515 8.86438 8.83387 8.79118 8.31516 7.30603 6.59451 6.11077 5.7886 7.59758 5.522 4.8268 1.48655
threshold=3.2350000000000008 1.7250000000000003 0.38750000000000007 2.8350000000000004 1.7350000000000001 1659.5930954292755 0.95000000000000007 2.7250000000000005 2.3165000000000004 14.65 -1.0000000180025095e-35 2.3875000000000006 0.06900000000000002 1.0000000180025095e-35 3.1650000000000005 1.4365000000000003 1.3095238095238098 11.657645088119581 3.183333333333334 4.0500000000000007 1359.9124218512422 2.7085000000000004 0.78888888888888908 2.6835000000000004 0.76350000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 13 6 16 -6 14 8 9 -3 -10 18 -13 -1 -4 -8 -5 -15 -9 23 22 -22 -21 24 -2
right_child=1 7 3 4 5 -7 15 11 10 -11 -12 12 -14 17 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26
leaf_value=-0.0348067603335225 0.017343876224089064 0.0012442506857140774 -0.0028764531684125744 -0.0031364415839019678 -0.006802790466052506 -0.037278806354328356 -0.0011130817413568519 0.0032183594979210586 -0.026790118598135654 -0.0071589923773996075 -0.0041412455039356302 -0.0098433937340857789 0.0098381488347236579 -0.019654297476634091 -0.013979083919112005 0.0015380543446910152 0.0076278606411074546 0.011238927430851099 -0.0069967388139053422 -0.012576363789105337 0.0022363666036650902 0.010067630420986049 0.013655661239029291 -0.0082342202243925085 0.008630646500902301
leaf_weight=4.1377931982278806 14.403525479137903 209.73839244991541 292.35501781105995 48.144865080714226 135.84922306239605 3.1013585180044165 773.89260958135128 474.95466038584709 7.7859937697649029 46.290675491094589 11.481453239917753 28.291673362255096 10.215026400983332 4.2812750637531281 17.023139402270317 440.62369909137487 24.208605349063873 2.8704690039157867 14.622715987265108 1.9693240448832536 171.80505738407373 33.178453736007214 21.114479906857014 2.2905300781130782 6.3255630955100051
leaf_count=19 100 1185 1438 240 671 16 4004 3005 46 252 68 179 66 20 90 2404 125 14 95 15 1280 259 163 17 46
internal_value=-9.83837e-05 0.002076 -0.0014112 -0.00130748 -0.00476145 -0.00748302 -0.000828546 0.00114729 -0.00118622 -0.000275077 -0.0132937 0.00236378 -0.00462229 -0.0173531 -0.00348736 -0.000151256 0.000465166 -0.0072548 0.00291325 0.00504749 0.00430493 0.00350393 0.0114177 0.0124045 0.014685
internal_weight=2800.96 1054.47 1746.49 1735.2 211.304 138.951 1523.89 803.381 275.297 256.029 19.2674 528.084 38.5067 11.2895 309.378 1214.52 72.3535 7.15174 489.577 251.087 228.067 204.984 23.0838 23.0196 20.7291
internal_count=15817 6776 9041 8988 1052 687 7936 4896 1551 1437 114 3345 245 53 1528 6408 365 34 3100 1880 1717 1539 178 163 146
is_linear=0
shrinkage=0.0149824
Tree=88
num_leaves=30
num_cat=0
split_feature=51 86 41 86 89 86 141 136 126 108 94 89 142 27 91 102 41 10 16 18 48 37 48 27 146 27 15 141 31
split_gain=33.4986 14.7533 12.7621 11.4429 15.2884 31.0209 11.2712 9.75372 9.28981 11.594 8.63189 8.21252 8.73165 7.02672 9.12272 10.1691 7.17926 5.65732 5.64865 11.4263 12.2422 6.55051 10.0363 6.26123 5.62058 5.13768 5.11453 4.97046 4.20108
threshold=1.2450000000000003 2.6939799331103687 2.4650000000000003 2.9550505050505058 1.0000000180025095e-35 1.7321428571428574 -1.4854999999999998 2.9500000000000006 2.4145000000000003 1.0000000180025095e-35 19.050000000000004 0.17000000000000001 0.92050000000000021 0.53211111111111131 0.28791666666666665 0.89450000000000018 1.8150000000000002 2.2583333333333337 1.5000000000000002 4.5000000000000009 2.6750000000000003 0.10919122585272996 2.3950000000000005 0.46828571428571425 0.0021500000000000004 0.4752777777777778 0.63333333333333341 -0.74399999999999988 0.09786409242930981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 6 -6 -1 24 10 -10 -9 26 -13 14 16 -16 -3 27 21 20 -20 22 -4 -23 25 -2 -5 -15 -21
right_child=1 13 18 11 5 -7 -8 8 9 -11 -12 12 -14 17 15 -17 -18 -19 19 28 -22 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0078565502528550359 -0.00030799968092668048 -0.0021776190586595572 0.013787816924231004 0.0022456630502760166 -0.027086610311092475 -0.0016664065542783221 0.00081116806087480229 -0.0038797893731705971 0.0051742284202906203 -0.027660993001415158 -0.00070763167115150244 0.0042361612941119661 -0.0040054545330522051 -0.0073936319817531166 -0.028724105726886225 0.0043120796471176484 0.0051219263640453058 -0.0064290255357760838 0.0013920261437453387 -0.012214593853488704 -0.020964437840162817 0.00075813004484743846 -0.018802198725491045 0.0094160458618287694 -0.011640510116964023 0.015823108540097428 0.014087053099483495 0.014235366608644072 0.01072553943943878
leaf_weight=53.961028821766376 6.9473981708288255 57.260757744312286 3.5457049757242185 12.025483936071394 11.149480521678923 321.70246636122465 919.79654401540756 633.10176907479763 3.6036854684352857 7.3110193014144897 276.72052237391472 148.11392236500978 35.837782584130764 2.6889493316412034 4.8128078281879407 3.6990345567464828 64.103945195674896 4.5589296072721472 15.584561012685301 1.9761348590254808 8.495153456926344 23.457823887467384 5.2792737036943436 93.419646203517914 3.1399271190166465 12.240990459918974 25.65587106347084 21.097041681408882 19.226537503302097
leaf_count=336 34 294 26 81 54 1827 5510 2933 17 35 1350 967 234 14 24 19 351 25 121 14 64 171 38 755 15 62 182 115 149
internal_value=-9.6844e-05 -0.00213225 0.00122232 0.000788014 0.000254068 -0.0025179 0.00120159 -0.00284254 -0.00307982 -0.0168199 -0.00291498 0.00393583 0.00263052 0.00210138 0.000626363 -0.0143674 0.00167795 0.00885991 0.00510413 0.000566992 -0.00649519 0.00673856 -0.00570816 0.00767836 0.00694187 0.00998264 0.010308 0.0117903 0.00858746
internal_weight=2800.51 1101.29 1699.23 1528.24 1306.61 332.852 973.758 943.065 920.737 10.9147 909.822 221.633 183.952 158.221 129.877 8.51184 121.365 28.3449 170.985 45.2824 24.0797 125.702 8.82498 116.877 22.3283 19.1884 37.6814 23.786 21.2027
internal_count=15817 5288 10529 9191 7727 1881 5846 4446 4335 52 4283 1464 1201 842 688 43 645 154 1338 348 185 990 64 926 111 96 263 129 163
is_linear=0
shrinkage=0.0149824
Tree=89
num_leaves=28
num_cat=0
split_feature=35 86 89 86 40 86 100 31 1 49 4 107 91 102 85 111 102 52 35 130 3 10 91 96 115 102 9
split_gain=33.9977 20.5295 14.0661 34.5323 18.6052 15.3823 13.8774 12.9258 12.699 11.4475 11.0923 12.8315 12.0335 10.6777 11.4967 9.06703 8.61215 15.027 8.1631 7.55017 7.37508 10.1341 7.53169 6.42827 6.34138 6.19866 4.5553
threshold=3.3550000000000004 2.8804761904761906 1.0000000180025095e-35 1.1250000000000002 3.5250000000000004 1.8603896103896107 1.2900000000000003 0.20362176335627663 1670.5192485906573 2.8650000000000007 1466.2036873077761 0.95450000000000013 -0.0037499999999999496 2.2275000000000005 -0.034379084967320291 22.850000000000005 0.89450000000000018 2.6450000000000005 6.9750000000000005 0.78900000000000015 1520.2413133793432 0.30952380952380959 -0.49874999999999986 4.5000000000000009 1.0500000000000003 2.2275000000000005 1.591666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -5 10 -1 -6 18 12 -12 -3 19 -15 16 17 -11 20 -8 22 -22 -2 -17 -18 26 -20
right_child=9 6 3 5 8 -7 13 -9 -10 15 11 -13 -14 14 -16 23 24 -19 25 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00095426559365955829 -0.0055426226846999908 -0.0011531889942454896 -0.041727384940801811 -0.012175228335098803 -0.0076802848633219156 -0.0026557611165252209 -0.019419970999621509 0.003359267665165388 0.0054052829588250272 -0.0037192048183151936 0.0038374844809487625 -0.019290507365274979 -0.019015041470692311 0.0056453730685876048 -0.035715513261552916 -0.0059019056276877662 -0.0045797170667898858 -0.039036579956729191 0.0069374530576147451 0.0081055235441959018 -0.013764459232119029 0.0014714799471420882 0.0045364230143596328 -0.035727074640163281 0.010705323637914923 -0.014695918679079347 0.017464322143858312
leaf_weight=858.19018363207579 17.478825502097607 23.792642451822758 5.3377909362316123 41.440960392355919 124.11965142190456 473.02467864751816 2.2826388850808135 190.56443345546722 19.226049512624741 27.03486089408398 80.839844278991222 5.7689761817455283 13.143358960747717 3.3859352320432663 2.720636546611785 3.3056294471025458 10.145011842250826 3.0048773586750022 26.388963662087917 111.60255873948336 10.070428505539892 364.31374532729387 347.7571252733469 3.1851921379566193 15.253286242485045 2.2940736487507811 14.188875421881674
leaf_count=4456 119 136 24 189 604 2365 13 1070 97 132 473 33 74 21 16 16 52 15 207 691 62 2401 2320 16 78 17 120
internal_value=-9.53203e-05 -0.00118023 -0.00175925 -0.00381592 -0.000862458 -0.00342257 0.00288987 -0.000170473 -0.0059252 0.00241703 -0.000634787 0.00229693 -0.00750918 0.00651889 -0.012782 -0.00378381 -0.0018222 -0.00725204 0.00290779 0.00755382 0.00253936 0.00106165 0.00405408 -0.0205379 0.00459992 0.00926382 0.0106184
internal_weight=2799.86 1955.44 1711.9 519.803 1192.1 514.466 243.537 1048.75 143.346 844.421 123.545 86.6088 36.936 119.992 6.10657 61.9289 55.438 30.0397 782.492 113.885 739.62 374.384 365.236 6.49082 25.3983 42.8719 40.5778
internal_count=15817 10262 8805 2578 6227 2554 1457 5526 701 5555 716 506 210 741 37 309 277 147 5246 704 4902 2463 2439 32 130 344 327
is_linear=0
shrinkage=0.0149824
Tree=90
num_leaves=30
num_cat=0
split_feature=51 41 96 111 133 79 100 141 103 104 110 9 144 141 102 135 119 135 89 38 120 16 18 52 120 102 111 97 34
split_gain=31.6802 12.2344 10.2782 10.9664 11.0218 9.6804 9.32074 11.3528 11.4653 14.3559 9.31016 9.89998 9.00581 8.83229 8.68158 7.92909 7.67249 8.88386 6.82245 6.22553 9.88417 5.52807 11.1388 8.44744 5.66585 5.2031 4.86106 4.48002 3.98085
threshold=1.2450000000000003 2.4650000000000003 4.5000000000000009 26.550000000000004 1.6835000000000002 2.1662177642542404 1.3650000000000002 0.72850000000000004 1.2385000000000004 0.57950000000000002 7.4500000000000011 1.0333333333333337 1.0000000180025095e-35 -1.462 2.2810000000000001 0.57650000000000012 2.1000000000000005 -0.1055 0.9900000000000001 0.27518711767313603 1.6125000000000003 1.5000000000000002 4.5000000000000009 4.0950000000000006 2.7070000000000003 2.4740000000000006 7.6500000000000012 8.5000000000000018 2.1850000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -5 -4 7 10 9 -9 11 -2 -12 -1 -7 16 18 -18 -8 20 -17 25 23 -23 -24 27 -10 -3 -21
right_child=6 21 5 4 -6 14 15 8 26 -11 12 -13 -14 -15 -16 19 17 -19 -20 28 -22 22 24 -25 -26 -27 -28 -29 -30
leaf_value=0.0050415044881167619 -0.0044023040314856232 0.0075077693556406273 -0.019658312483386078 -0.0060729125683212848 -0.041764488816886658 0.0031131972545936286 -0.00083014213181319585 -0.0082069465261906446 -0.0081720402666851724 -0.030635511655077843 -0.0032226828910433282 0.0012494728468469961 -0.0094689152365530892 -0.00033863505728703937 -0.0069185010755141623 -0.02629726451510048 0.0015090417393395146 -0.016511357813265005 0.0076616851721195605 0.017313375730088367 0.01172522498019692 -0.0029749351036598274 0.015309637060015499 -0.029155267945645831 -0.00037545987737653966 -0.013335522850135251 0.017279150777508523 -0.013102593735230332 0.0043627068891979983
leaf_weight=73.889276221394539 108.26730477809906 119.48543018847704 4.3813758939504615 7.0187413692474347 2.6851333826780319 480.55451091378927 341.79303029179573 20.148015305399898 2.9880125969648352 9.392338886857031 282.79490531980991 194.64809793233871 63.437226414680481 937.90919239073992 20.177824631333351 2.845992490649226 10.671608254313471 14.464429855346678 22.644325941801071 11.43575792014599 3.3307725638151169 20.942758597433571 11.878127105534078 3.1876012012362471 9.153119429945944 2.8625597134232512 3.861396923661232 2.4152254313230506 9.9753315895795804
leaf_count=457 505 951 21 40 15 2962 1669 93 14 44 1350 920 305 5572 124 14 53 69 110 56 17 161 90 24 73 21 19 18 50
internal_value=-9.38125e-05 0.00119118 0.000766706 -9.77622e-05 -0.0159491 0.00251494 -0.00207082 -0.00314534 -0.0112886 -0.0153381 -0.00268885 -0.000770572 -0.00436713 5.42641e-05 0.00270895 -0.000305022 -0.000854696 -0.00886073 -0.000302502 0.00745702 -0.00579397 0.0050047 0.000513135 -0.00643336 0.00848325 0.00663055 0.00617623 0.00709941 0.0112797
internal_weight=2799.24 1696.54 1526.62 1021.5 9.70387 505.114 1102.7 685.537 36.3898 29.5404 649.148 302.915 346.232 1011.8 500.732 417.161 389.573 25.136 364.437 27.5879 6.17677 169.925 45.1616 24.1304 21.0312 124.763 6.84941 121.901 21.4111
internal_count=15817 10529 9191 6084 55 3107 5288 3250 170 137 3080 1425 1655 6029 3086 2038 1901 122 1779 137 31 1338 348 185 163 990 33 969 106
is_linear=0
shrinkage=0.0149824
Tree=91
num_leaves=26
num_cat=0
split_feature=86 86 86 47 86 119 10 96 108 41 80 65 48 13 96 137 2 86 29 39 126 28 40 56 119
split_gain=26.0107 35.2883 38.2193 18.9962 13.2063 12.856 11.9476 11.7596 10.9027 13.0482 10.7645 17.7025 9.90349 9.87669 8.50297 8.34486 7.89513 7.5739 8.67042 10.8486 7.31965 3.09717 4.48367 2.64431 1.92594
threshold=2.8804761904761906 1.0000000180025095e-35 1.804761904761905 1.4650000000000001 1.1250000000000002 3.1000000000000005 1.3095238095238098 2.5000000000000004 1.5000000000000002 1.5950000000000004 0.08149201090889617 1.0000000180025095e-35 1.9650000000000001 0.63333333333333341 4.5000000000000009 14.15 -102.79507190860885 3.7370689655172415 4.3166666666666673 0.39262632544159509 2.1550000000000002 5.3875000000000011 1.7750000000000001 1.5750000000000004 1.7750000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 23 17 -7 15 9 -4 14 -12 -9 -10 -1 -5 -6 18 19 -2 -20 24 -23 -3 -19
right_child=5 2 8 7 16 6 -8 12 13 -11 11 -13 -14 -15 -16 -17 -18 21 20 -21 -22 22 -24 -25 -26
leaf_value=0.0020839316419848718 0.0028811254596979728 -0.028649471599194985 -0.0078811009029733405 -0.0015309796587825006 -0.030805935819290003 0.00012256948001186437 -0.044534358600522718 0.00073544765896691052 -0.0055982478691596815 7.2242082080074539e-05 5.0544512457916863e-05 -0.021115447559138741 -0.017756398760700339 0.0093663352569877054 0.0059894064384428914 -0.0067113203399996454 -0.010795303319865312 0.017023550228776531 0.0077429353958589882 -0.0066021784840120988 8.3512295675434016e-05 0.017487741417551696 -0.0099908576393596561 -0.048301924135611261 0.0065879959751410219
leaf_weight=414.12673845887184 158.01693013310432 3.1677315384149543 53.613010480999947 315.2841005474329 5.3284334763884571 3.1224411576986304 2.3621995374560356 665.02548235654831 244.25720446556807 339.61613515764475 79.682623200118542 9.980939641594885 6.5652973651885977 10.318403869867323 179.32259405404329 89.648954629898071 26.129010304808617 15.571378201246267 122.66756006330252 32.677617616951466 36.29266595095396 2.317802518606185 3.1368392705917358 2.9855432957410812 5.3283330872654906
leaf_count=2812 983 14 270 1536 25 19 15 3478 1297 1746 454 58 41 52 1200 441 121 116 775 193 235 19 21 14 41
internal_value=2.31584e-05 -0.000544554 -0.0034285 0.000578802 -0.0181114 0.00366171 -0.019111 -0.000661241 -0.00257603 -0.00101212 0.002533 -0.00230556 0.000554675 -0.00499171 0.00326405 -0.00267787 -0.0141848 0.00399389 0.00341011 0.00125606 0.00599419 0.0117391 0.00168545 -0.0381849 0.014363
internal_weight=2826.55 2445.05 685.415 1759.64 37.6107 381.494 5.48464 1076.52 647.805 393.229 683.113 89.6636 671.591 254.576 593.449 404.933 31.4574 376.009 349.655 190.695 158.96 26.3544 5.45464 6.15327 20.8997
internal_count=15976 13559 3539 10020 174 2417 34 5496 3365 2016 4524 512 3519 1349 4012 1977 146 2383 2186 1176 1010 197 40 28 157
is_linear=0
shrinkage=0.0149824
Tree=92
num_leaves=30
num_cat=0
split_feature=47 80 31 36 103 92 2 131 96 56 85 96 19 40 53 104 103 131 8 131 11 104 30 90 11 110 52 150 115
split_gain=22.3331 11.7227 14.3808 11.2358 10.711 10.827 9.21077 9.15559 10.1634 8.07228 7.94442 7.6981 11.7034 14.1265 10.7063 10.6339 12.7419 9.71986 11.4417 8.90465 9.66451 8.638 8.46785 7.64412 7.35158 4.94651 4.56499 8.61504 2.40083
threshold=1.655 0.091836020687557016 0.17405329593267879 12.275000000000002 0.93250000000000022 -0.25958333333333333 -164.51450778165062 1.5280000000000002 3.5000000000000004 2.0250000000000004 0.39666666666666667 2.5000000000000004 4.5000000000000009 1.9450000000000001 3.4750000000000005 0.46550000000000008 0.27550000000000008 0.78900000000000015 1.9666666666666668 1.2930000000000004 2.2583333333333337 0.7835000000000002 0.11152570480928686 0.017083333333333253 0.93095238095238109 18.650000000000002 3.9450000000000007 0.59354565401577208 1.4145000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 9 -6 -4 8 -1 -3 -9 15 19 -14 -15 17 24 22 -19 20 -13 -18 -2 -21 -17 -8 28 -28 -5
right_child=11 2 6 26 5 -7 25 10 -10 -11 -12 12 13 14 -16 16 21 18 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30
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leaf_weight=516.10566754639149 33.187191307544708 65.398650258779526 2.6075972765684154 24.906046062707905 3.1601441949605968 19.455550111830235 20.859604813158516 380.9645036906004 539.99487768113613 3.4011061340570441 6.6371198967099181 396.90438687801361 4.3032869696617118 91.085596859455109 6.4504207819700232 3.1089503616094571 66.876825138926506 296.69305455684662 23.66482076048851 159.05557519197464 21.350157499313354 31.90440508723259 60.257514804601669 25.873804286122322 5.6905712187290192 2.5414517223834983 5.6039611697196943 5.5287934616208076 2.2939015701413146
leaf_count=3162 149 351 14 191 17 106 116 2524 3382 20 44 1957 22 453 28 14 312 1382 112 798 107 150 283 135 25 15 43 46 18
internal_value=2.29094e-05 0.00118921 -0.00336758 0.00155025 -0.00616426 -0.0151091 0.0064622 0.00133768 0.00061487 -0.00322391 0.00330713 -0.00149816 -0.000477378 -0.00517525 -0.00400317 -0.00287848 -0.00707489 -0.00178749 -0.00302764 0.000315793 -0.000894657 -0.00553594 0.00246414 0.00305347 -0.0243507 0.00943848 0.0095561 0.00147447 0.0128639
internal_weight=2825.87 1599.46 117.424 1482.03 91.4155 22.6157 26.0087 1443.7 1056.1 68.7998 387.602 1226.41 705.023 101.839 97.536 521.383 107.581 413.803 320.358 603.184 418.255 98.7812 93.4447 184.929 8.79952 23.4011 38.3327 11.1328 27.1999
internal_count=15976 10049 639 9410 494 123 145 9112 6544 371 2568 5927 3500 503 481 2427 501 1926 1494 2997 2064 462 432 933 39 131 298 89 209
is_linear=0
shrinkage=0.0149824
Tree=93
num_leaves=25
num_cat=0
split_feature=86 86 86 55 44 23 114 35 86 119 10 26 86 55 31 5 86 28 3 120 120 145 101 56
split_gain=25.1564 34.0431 36.6128 18.3374 14.0124 13.1574 13.5647 12.9055 12.5084 12.3875 11.1923 9.299 8.89699 15.1527 10.4357 8.76682 7.45639 7.27021 8.26634 4.84229 4.73473 9.4435 2.98999 2.44486
threshold=2.8804761904761906 1.0000000180025095e-35 1.804761904761905 1.5050000000000001 12.325000000000001 2.535714285714286 0.77500000000000013 6.9750000000000005 1.1250000000000002 3.1000000000000005 1.3095238095238098 0.37645833333333334 2.4749373433583965 1.4550000000000003 0.17029156816390859 1496.6253629526898 3.7370689655172415 6.0500000000000007 1596.2745404115299 1.3165000000000002 2.2930000000000006 0.55125000000000013 0.77500000000000013 1.5750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 7 11 -7 -1 23 16 -11 -5 13 -4 -14 -10 17 18 -2 -19 22 -22 -18 -3
right_child=9 2 12 5 -6 6 -8 -9 15 10 -12 -13 14 -15 -16 -17 20 19 -20 -21 21 -23 -24 -25
leaf_value=0.0021743397901352085 0.0034374612749764367 -0.027929547135687547 -0.011076448187053231 -0.012515508067253009 -0.035228479687761549 -0.0072126705445410052 0.0030121974620150194 0.016404025212134708 -0.025361175909134313 0.00012577343029042284 -0.04279164225955237 -0.0015867878568751664 -0.0029214353228756767 -0.0027381966134330088 0.0025754421425621902 -0.0084506935087017357 -0.0021076623419656036 -0.0085574526877337988 -0.0052646781689203118 0.01258635193738478 0.01766626633862118 -0.026576011314619945 0.016364075075187553 -0.046698411808697951
leaf_weight=734.98686563968658 293.46590584516525 3.1960107535123816 60.144334189593792 17.930333241820335 2.2219621986150733 32.717468611896038 265.19021892547607 14.590861365199087 10.119851067662241 3.1220323964953414 2.4222480431199074 690.7382081001997 199.41966795921326 262.17774072289467 126.83448106050491 21.506069764494896 2.1866705417633119 2.6834518909454372 26.735507808625698 25.877896033227444 2.3651562780141822 1.9976617097854612 19.584781378507614 3.0398700684309006
leaf_count=4679 1822 14 332 84 14 172 1426 125 45 19 15 3520 1073 1261 699 101 15 16 171 177 19 14 149 14
internal_value=2.26504e-05 -0.000535046 -0.00336466 0.000569586 0.00233996 -0.000752688 0.00188926 0.00245133 -0.0176858 0.00360655 -0.0186246 -0.0018633 -0.00252864 -0.00429409 -0.000784471 -0.0138618 0.00393532 0.00335692 0.00271087 0.0105998 0.0116541 -0.00259157 0.0145088 -0.0370792
internal_weight=2825.26 2444.81 686.438 1758.38 751.8 1006.58 297.908 749.578 37.8618 380.441 5.54428 708.669 648.576 322.322 326.254 31.6259 374.897 348.763 320.201 28.5613 26.1343 4.36282 21.7715 6.23588
internal_count=15976 13559 3539 10020 4818 5202 1598 4804 174 2417 34 3604 3365 1593 1772 146 2383 2186 1993 193 197 33 164 28
is_linear=0
shrinkage=0.0149824
Tree=94
num_leaves=25
num_cat=0
split_feature=86 89 86 45 96 86 119 17 10 125 89 26 86 92 42 102 138 102 96 0 130 121 38 56
split_gain=24.4579 33.7037 37.4181 19.5991 15.0812 13.6158 11.9405 11.9281 10.4827 10.4465 10.0868 9.8724 9.2752 8.86707 8.60567 8.20224 8.19162 10.3679 8.44044 8.08218 7.05299 6.37001 4.41768 2.62858
threshold=2.8804761904761906 1.0000000180025095e-35 1.804761904761905 1.0550000000000004 2.5000000000000004 1.1250000000000002 3.1000000000000005 2.5000000000000004 1.3095238095238098 2.5500000000000003 0.15000000000000005 0.53414285714285725 2.8762755102040818 0.11624999999999996 4.6550000000000011 1.1865000000000003 10.500000000000002 1.0615000000000003 3.5000000000000004 1478.1672438188939 2.9500000000000006 0.56350000000000011 0.220272783177453 1.5750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 14 23 10 12 -8 11 20 -1 -4 -6 -5 -9 18 -18 -12 -7 21 -2 -11 -3
right_child=6 2 7 4 13 19 8 15 -10 22 16 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00091669082198782281 -0.0088714530004161476 -0.027304020260489153 -0.0028958131352749316 -0.0021302834134094024 0.00096597259916820816 -0.025162307240257819 0.00012389774944222064 0.0092394773378556491 -0.041129288274572115 0.0039326472340586466 0.0013306387508336269 0.0055317453567052645 -0.027332516947291736 -0.008528907509573181 -0.008442390843558481 -0.0048197448780713855 0.0018386894240792703 -0.014773439828460475 0.0064630083848970865 -0.0086569829392574241 -0.015842113388162542 0.013153050962227058 0.01133490745815108 -0.046064270090623749
leaf_weight=483.49938057363033 3.1695868819952002 3.2200645953416815 601.48943403363228 331.12468068301678 657.52349664270878 9.5022249668836611 3.1218135207891455 31.000675961375237 2.481927864253521 33.671727396547794 148.56878799945116 132.57751452922821 3.5068872794508925 22.84523144364357 56.800781637430191 13.315722294151781 26.036294721066952 12.473734222352503 139.42876244336367 22.260480590164661 2.2027366757392874 42.112973473966122 39.128930352628231 3.4978174865245819
leaf_count=3122 19 14 3112 1607 3470 42 19 159 15 265 901 868 20 121 283 74 160 80 918 104 16 289 282 16
internal_value=2.24066e-05 -0.000526931 -0.00333858 0.000573608 -0.000697017 -0.0176934 0.00356067 -0.00248786 -0.0181475 0.00254406 0.00388594 0.00190983 -0.00303746 0.000647156 -0.00305451 0.00501511 0.0029476 -0.00354213 0.00381538 -0.0135948 0.0103379 0.0116114 0.00791122 -0.0370721
internal_weight=2824.56 2444.97 687.793 1757.17 1068.29 38.4806 379.597 649.313 5.60374 688.878 373.993 616.077 604.996 680.369 387.925 44.3164 326.508 38.51 287.998 31.7627 47.4853 45.2826 72.8007 6.71788
internal_count=15976 13559 3541 10018 5481 176 2417 3365 34 4537 2383 3990 3132 3591 1890 233 2059 240 1819 146 324 308 547 30
is_linear=0
shrinkage=0.0149824
Tree=95
num_leaves=31
num_cat=0
split_feature=41 79 46 31 52 93 94 110 144 37 134 142 6 126 125 120 146 30 147 30 6 142 123 137 20 144 145 126 99 54
split_gain=23.7694 11.4677 10.3764 11.6708 12.5498 9.84353 10.947 19.2007 10.545 11.8183 9.92164 9.01872 8.5929 9.70667 8.38516 7.53929 6.55343 11.7773 6.1796 5.17931 5.39882 11.7629 5.92088 4.47894 2.71333 2.09134 4.34196 1.84154 1.37007 0.0450514
threshold=1.9950000000000003 3.477603621576836 2.9450000000000007 0.26500600240096045 2.5450000000000004 22.050000000000004 19.050000000000004 17.450000000000003 0.016950000000000003 0.6077886492755612 -0.21099999999999999 -0.60949999999999982 1464.5129465020893 0.68350000000000011 1.5500000000000003 0.95000000000000007 0.0025500000000000006 0.32264957264957267 0.40281214142283422 0.097652668256005867 1491.9964637245773 -0.93649999999999989 0.7945000000000001 9.0500000000000025 1.0000000180025095e-35 1.0000000180025095e-35 0.36100000000000004 2.1835000000000004 0.56832298136645976 1.2650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 19 12 24 8 7 -7 9 -1 -8 25 18 -14 -6 -10 23 -18 -4 28 22 -22 -21 -13 -5 27 -27 -3 -2 -30
right_child=2 11 3 4 14 6 10 -9 15 -11 -12 16 13 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0018391522653803459 0.0065396641085090522 0.018067571360741948 -0.0082466091037347554 0.018610965468650351 -0.0041922132127604822 0.0018772892248621591 -0.0028831667862030726 -0.012213751178044316 -0.0028556145802265953 -0.013503735185443833 0.0075379235191980597 0.0087594733676421999 -0.0071407523441036442 0.0015098851686992354 -0.018148101565238526 0.012576575600624983 0.0054084700423302672 -0.036007415479911771 0.016480780664720897 -0.011105985553177678 -0.0079928417707048321 0.004336025239733551 0.0089577388407572484 -0.0019587063684150573 0.00082103693302230734 0.017899441782839521 -0.012001398674565159 0.0023952483603038232 0.020993033523525172 0.018452130026421612
leaf_weight=1350.3075257837772 2.4852256253361684 13.588328227400782 2.7343601360917118 4.615270532667636 25.900687873363495 86.468039087951183 27.290885180234909 28.982219487428665 11.249013990163805 19.783190794289112 82.510201394557953 18.845443345606327 30.177436947822571 827.987817466259 15.416040867567061 19.295434609055519 3.4931578114628783 2.7582317218184471 13.319337569177149 3.4957467913627616 20.277946412563324 121.18278717249632 59.443249799311161 16.33992251008749 3.3009155988693237 2.4194407537579528 1.9840975552797315 1.9208864867687214 3.0400437712669373 3.2380266338586807
leaf_count=6763 18 98 17 30 161 463 146 145 57 104 446 130 181 5149 97 105 24 19 86 24 158 882 456 114 20 18 14 14 15 22
internal_value=2.21634e-05 -0.00110604 0.00169692 0.00100914 -0.00608837 -0.00134598 0.00156099 -0.00166008 -0.00181348 -0.00200758 0.00494778 0.0052527 0.00140885 0.00120568 -0.00939942 0.00689316 0.00127052 -0.0128651 0.0122691 0.00467646 0.00419289 0.00256872 0.00784336 0.003782 0.0111929 0.0135393 0.00442706 0.0161265 0.0159554 0.0196826
internal_weight=2823.85 1687.24 1136.61 923.452 49.2329 1625.89 225.251 115.45 1400.64 1370.09 109.801 61.3495 874.219 858.165 41.3167 30.5444 41.4368 6.25139 16.0537 213.163 204.4 141.461 62.939 35.1854 7.91619 19.9128 4.40354 15.5092 8.7633 6.27807
internal_count=15976 8660 7316 5741 308 8229 1200 608 7029 6867 592 431 5433 5330 258 162 287 43 103 1575 1520 1040 480 244 50 144 32 112 55 37
is_linear=0
shrinkage=0.0149824
Tree=96
num_leaves=25
num_cat=0
split_feature=86 89 86 47 86 17 119 89 23 120 125 143 86 94 3 0 92 130 27 26 3 34 56 2
split_gain=23.7484 32.4235 35.9804 16.9397 12.9389 11.538 11.5003 9.91402 9.77799 12.0939 9.39314 9.6469 8.85078 8.64492 8.35379 7.7525 7.00753 6.87315 5.60081 5.59336 5.29495 4.97066 2.43777 0.463902
threshold=2.8804761904761906 1.0000000180025095e-35 1.804761904761905 1.4650000000000001 1.1250000000000002 2.5000000000000004 3.1000000000000005 0.15000000000000005 2.535714285714286 0.89450000000000018 2.5500000000000003 -1.0574999999999999 2.8762755102040818 14.550000000000002 1582.3868373651183 1478.1672438188939 -0.20208333333333325 2.9500000000000006 0.48527777777777786 0.63750000000000007 1594.0650729825404 1.1250000000000002 1.5750000000000004 169.61532666390488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 22 12 7 17 13 -10 11 -1 -4 -5 -7 -6 -8 18 -2 20 -9 -12 -3 -21
right_child=6 2 5 8 15 14 16 19 9 -11 21 -13 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=-0.0039832890128702397 0.0028166498553966837 -0.026687169711453754 -0.002838145006390601 -0.0032874449455075031 -0.02459373691366246 0.0076027892860706468 0.0011640311582789993 0.0032532717912906908 -0.0055038000827656178 0.0027493817389324126 0.012500794546544668 0.0024250488026912134 -0.026540773368003374 -6.4932787091032048e-05 -0.011040382173891345 -0.0084763160513861915 -0.032419900037437596 -0.015448449667657243 0.014736974501097016 0.01842306493519295 -0.0032210163425326712 0.0044155764258269961 -0.044653421869762566 0.0096170570562299912
leaf_weight=58.343396097421646 12.109904967248438 3.2431994378566733 602.39646120369434 345.3238392919302 9.5686983317136782 37.924459300935268 2.4858835116028786 287.38033871352673 46.519724518060684 278.19408451765776 27.759912475943565 548.06373927742243 3.5571668297052375 407.24025993049145 6.2899787425994864 22.337539702653885 3.1770276278257361 2.2253165841102591 32.846126317977905 5.1956826671957961 31.459755674004555 44.317028097808361 3.5523185580968857 1.8110316246747968
leaf_count=385 80 14 3112 1700 42 198 15 1804 231 1472 214 3590 20 2092 35 104 19 16 228 35 206 334 16 14
internal_value=2.1921e-05 -0.0005189 -0.00327356 0.000561887 -0.0173079 -0.00243816 0.00351318 0.00383487 -0.000606018 0.001567 0.00241625 0.00180849 -0.00297729 -0.00154362 0.00495059 -0.01331 -0.0176774 0.0102537 0.011526 0.00290545 0.00261446 0.00752954 -0.0360791 0.016147
internal_weight=2823.32 2444.63 688.87 1755.76 38.7018 650.168 378.691 373.028 1077.28 324.714 678.484 606.407 605.954 752.564 44.2144 31.9062 5.66291 47.1813 44.956 325.847 318.84 72.0769 6.79552 7.00671
internal_count=15976 13559 3541 10018 176 3365 2417 2383 5495 1703 4523 3975 3132 3792 233 146 34 324 308 2059 2010 548 30 49
is_linear=0
shrinkage=0.0149824
Tree=97
num_leaves=30
num_cat=0
split_feature=41 79 49 91 93 94 144 48 3 39 40 110 149 30 110 95 135 131 48 15 49 120 109 47 131 41 5 133 23
split_gain=22.7448 10.9581 10.1555 9.73436 10.0664 11.1098 10.6227 9.64627 8.82775 23.1817 7.8547 7.52844 13.9151 11.4497 9.57799 16.0243 8.28035 6.68378 5.7738 5.38019 5.34999 5.6826 5.44163 5.31233 2.94014 2.07436 0.0012503 0.000436317 0.000188849
threshold=1.9950000000000003 3.477603621576836 1.3750000000000002 0.42458333333333337 22.050000000000004 19.050000000000004 0.016950000000000003 1.5750000000000004 1518.681216347298 0.34018226281821745 2.3750000000000004 10.350000000000003 0.48455842601173932 0.13060200668896318 10.15 2.9999999999999987 0.49450000000000005 1.5855000000000004 2.1950000000000007 0.55000000000000016 1.2950000000000002 1.1550000000000002 3.5000000000000004 1.3750000000000002 1.8450000000000002 2.8950000000000005 1512.3610285040154 2.0500000000000003 2.9285714285714293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 4 6 -6 -1 10 23 19 -5 14 13 -13 17 -16 -14 -4 -11 -10 21 25 -23 24 -3 -2 28 -28 -22
right_child=2 8 11 7 5 -7 -8 -9 9 18 -12 12 16 -15 15 -17 -18 -19 -20 -21 26 22 -24 -25 -26 -27 27 -29 -30
leaf_value=-0.001886573070909701 0.017196452295763043 0.0063011911222422218 -0.00060841147210143791 0.014924753258654347 -0.0015193360243703946 0.0051666953480585939 0.007244259858826067 -0.036433004839653685 -0.01411405121988293 -0.050810703193750799 -0.017893450050566438 0.0060212329262126062 0.0025303273189646444 -0.01359308009786646 -0.037467650795573029 0.0044462281584708883 0.0085564017505724444 0.0031225016605908331 -0.01615967849434961 0.0085133642749735759 0.017225019765253206 0.0042426148180159783 -0.021941694325571606 -0.012143041574467335 0.014904766161712974 -0.00087591133459329431 0.017697121409831758 0.017377373503907664 0.017013459776771565
leaf_weight=1363.9619219601154 10.41390700638294 16.413240738213062 418.63460031151772 2.6046886891126615 114.74428983777761 108.57399156689644 29.21306437253952 3.4067210406064987 2.7793200537562432 2.1595886051654807 4.4065118581056595 9.930983632802965 398.44426663964987 20.410226687788963 3.9904737770557386 4.2051428109407425 58.729303553700447 145.15650151669979 2.1581520736217499 15.588690102100371 3.9433665275573713 51.509234495460987 1.8453979343175877 2.3789602518081656 19.519575580954552 1.6517873555421818 1.78488302975893 2.4828085452318192 1.5718202888965604
leaf_count=6830 70 115 2636 14 604 587 156 18 20 14 20 57 2504 119 25 27 376 984 14 111 35 406 12 14 143 15 14 21 15
internal_value=2.16745e-05 -0.00108104 0.001662 -0.00131479 -0.00122175 0.00173131 -0.00169511 -0.0157508 0.00515345 -0.0022535 -0.00570135 0.00128437 0.00265236 -0.00717312 0.000118415 -0.0159618 0.00330445 0.000352168 -0.0334912 0.00508953 0.00698213 0.00543681 0.00333696 0.00953936 0.0109749 0.0147224 0.017316 0.0175112 0.0171648
internal_weight=2822.61 1687.91 1134.7 1626.91 1616.49 223.318 1393.17 10.4179 60.9975 22.6858 7.0112 1059.5 487.515 30.3412 571.987 8.19562 457.174 563.791 4.31774 18.368 75.2032 65.4203 53.3546 38.3118 35.9328 12.0657 9.78288 4.26769 5.51519
internal_count=15976 8660 7316 8229 8177 1191 6986 52 431 159 34 6728 3056 176 3672 52 2880 3620 28 131 588 503 418 272 258 85 85 35 50
is_linear=0
shrinkage=0.0149824
Tree=98
num_leaves=30
num_cat=0
split_feature=86 35 134 14 53 102 84 126 5 97 131 28 52 11 86 130 86 34 1 26 10 131 1 84 1 96 139 105 41
split_gain=27.1204 19.9435 14.1486 19.5191 13.0571 15.317 13.3137 11.4352 11.2777 10.1097 9.89445 9.70164 9.60495 8.70372 9.26097 11.0055 8.89339 7.71361 7.23595 8.32557 6.38269 9.86353 5.35955 5.20791 5.10658 5.38839 4.98717 2.38747 0.016377
threshold=2.9325757575757581 3.3350000000000004 0.90550000000000008 0.90000000000000013 1.6250000000000002 2.4740000000000006 0.025756578947368405 0.38750000000000007 1495.5880676386562 1.0000000180025095e-35 1.2930000000000004 4.5857142857142863 2.8650000000000007 2.1380952380952385 3.4558441558441566 1.8450000000000002 3.0294372294372298 2.4350000000000005 1404.4285613459672 0.48816666666666669 0.59166666666666679 1.3165000000000002 1379.0951307637035 0.016514423076923003 1321.3411939155055 5.5000000000000009 1.0000000180025095e-35 0.69450000000000001 2.3950000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 24 12 -7 9 13 -1 -9 -5 -6 14 16 -16 -2 27 19 22 21 -20 -10 -21 28 -26 -22 -15 -3
right_child=8 4 3 11 5 6 -8 10 18 -11 -12 -13 -14 17 15 -17 -18 -19 20 23 26 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.036685771925835199 0.0033490351478820241 0.018546806596060755 0.01966628179836509 -0.043999548841879434 -0.0012906260934734762 -0.0013853662568209827 -0.038898061375868188 -0.0021453560328905893 -0.0017956710671419153 -0.0061516821256877643 0.00019201072908197367 -0.012874067130121122 0.0025305800297352986 0.017511365989850699 0.014234350355829052 -0.014966344333968021 -0.0067745314591322724 -0.012348467230857309 -0.016519227864802984 0.010759486985035677 0.0056302929725222522 0.018826827462966912 -0.027112096982460036 -0.0078000533561874983 0.0040624922264693676 0.016072637474956054 0.010732823956107626 0.0018792424814958516 0.017101600724086813
leaf_weight=3.7326354235410673 29.454427994787693 3.7629326805472365 2.4214820414781544 4.4443781822919846 274.38327702879906 4.4020243734121305 4.103432223200798 1072.0985230952501 3.6270779371261623 6.9963638782501221 654.85653953254223 4.5484164208173752 319.70500626415014 11.76004531979561 14.543242610991003 3.6179870069026938 57.513774983584881 2.8561111167073241 5.8587476238608343 9.9122401997446996 115.64319244772196 2.5407111942768097 3.8905036523938179 5.1608304530382147 131.03019322454929 8.9587106779217702 68.447432182729244 2.6958854869008055 3.321313664317131
leaf_count=17 168 25 14 25 1615 27 24 5395 23 31 3458 25 2104 76 102 26 344 18 35 69 768 16 24 36 1005 72 455 18 31
internal_value=-4.9311e-05 -0.000587757 -0.00146404 -0.0180902 0.00145677 0.000479922 -0.0194833 -0.00135483 0.00393695 -0.0167746 -0.00125903 -0.0282568 0.000765733 0.00030719 -0.0013138 0.00841712 -0.00334588 0.0101509 0.0060033 -0.00201842 0.00694473 -0.00582755 -0.0148975 0.00440493 0.00545913 0.00483109 0.00752749 0.0145961 0.0178693
internal_weight=2836.29 2498.77 1749.1 11.4143 749.667 602.594 8.50546 1737.68 337.522 10.729 1726.96 8.99279 594.088 122.441 105.129 18.1612 86.9682 17.312 215.081 22.5907 192.49 8.39946 7.51758 15.0731 147.073 139.989 184.091 14.4559 7.08425
internal_count=16046 13868 8965 64 4903 3770 51 8901 2178 48 8853 50 3719 752 640 128 512 112 1426 152 1274 51 47 105 1133 1077 1223 94 56
is_linear=0
shrinkage=0.0149824
Tree=99
num_leaves=30
num_cat=0
split_feature=35 114 47 53 102 52 38 31 34 6 24 34 38 10 34 95 148 3 31 143 7 7 89 53 141 102 90 19 7
split_gain=20.9318 11.9884 11.3366 10.7147 14.0458 8.86888 9.90514 8.39769 9.85332 9.64832 8.29983 9.29345 8.43233 8.05024 12.7604 7.18368 10.2196 7.20891 6.90384 6.79149 6.68418 6.8 8.06102 6.65941 5.57942 4.85501 3.0344 2.3063 1.34229
threshold=3.2350000000000008 2.4500000000000006 2.0050000000000003 1.6250000000000002 2.3920000000000003 2.8150000000000004 0.25373102047418777 0.21458087367178272 2.2950000000000004 1501.0428425483667 0.55000000000000016 2.6150000000000007 0.28674830867840995 1.9309523809523812 1.3650000000000004 5.9999999999999991 0.25687991651672271 1323.8751103931506 0.13523674049989837 -0.39499999999999996 -12.941267387911124 17.325349946097734 0.79000000000000015 2.6650000000000005 1.1950000000000001 2.6345000000000005 0.17083333333333336 2.5000000000000004 -22.515596536060681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 15 5 6 -5 9 -9 -1 11 -4 -12 14 -6 16 17 -2 -18 -7 24 22 -22 -23 28 -15 27 -17 -3
right_child=3 20 10 4 13 19 -8 8 -10 -11 12 -13 -14 25 -16 26 18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30
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leaf_weight=515.45043913275003 3.3238933384418479 8.6241016685962713 263.87245760858059 313.46750603616238 7.3991968557238597 182.75911339372396 48.219139561057091 147.6167826578021 66.220635414123535 537.50519615411758 7.45641766488552 72.725290775299072 83.905702471733093 3.4962679222226134 5.7649895995855331 15.991093881428247 2.4460403993725768 139.82305920124054 2.4464585185050964 320.80419731885195 39.94156264513731 18.491789065301422 3.9201179295778266 5.4588652551174155 2.735629364848136 3.5005307570099831 1.9896796345710743 3.0269025787711135 7.3829036653041848
leaf_count=2719 22 46 1189 1846 47 1208 274 846 359 2871 35 324 383 24 33 116 14 1074 17 2117 215 107 21 26 15 22 14 23 39
internal_value=-4.84863e-05 -0.00103885 -0.00131662 0.00162455 0.00096463 0.00125268 -0.000537124 -0.000604394 0.0021025 -0.00115412 -0.00342486 -0.00451189 0.000579993 -0.0113976 -0.0182997 0.00508096 0.0039175 0.00464525 -0.0173754 0.00253821 0.0043999 0.00221103 -0.00129485 0.00863147 0.0123194 0.00158847 0.0132798 0.0151215 0.0156988
internal_weight=2835.77 1781.31 1694.75 1054.46 885.411 865.25 361.687 1266.79 213.837 1052.96 427.96 336.598 91.3621 20.161 13.1642 169.047 148.039 143.147 4.8925 503.563 86.555 67.8123 43.8617 23.9507 18.7426 6.9968 21.0077 19.018 16.007
internal_count=16046 9195 8726 6851 5571 5445 2120 6795 1205 5590 1931 1513 418 126 80 1280 1127 1096 31 3325 469 369 236 133 100 46 153 139 85
is_linear=0
shrinkage=0.0149824
Tree=100
num_leaves=27
num_cat=0
split_feature=35 134 3 47 36 36 38 26 26 130 141 105 39 146 27 126 1 138 46 11 108 105 145 16 31 47
split_gain=20.3207 11.1813 13.7151 12.5233 11.6106 11.4746 10.2396 10.2167 9.32454 9.44239 16.5172 9.96815 9.18628 9.1278 8.77114 8.01847 6.23287 5.53543 5.37057 8.53668 8.53974 4.45633 6.21515 3.61222 3.55407 0.00849995
threshold=3.2350000000000008 0.90550000000000008 1570.1984349766403 2.0050000000000003 2.1350000000000002 2.0950000000000002 0.25880487914056899 0.60816666666666686 0.42950000000000005 1.3875000000000002 -1.2689999999999997 0.73950000000000016 0.53014728125303556 0.016150000000000001 0.42527777777777781 0.68350000000000011 1275.6928785473208 11.500000000000002 5.7950000000000008 1.5166666666666668 2.5000000000000004 1.0475000000000001 0.21225000000000002 3.5000000000000004 0.21172176899957065 1.3550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -3 12 8 15 9 11 -11 -2 -5 -9 -7 -1 25 -18 21 24 -21 23 -23 -8 -20 -10
right_child=6 2 -4 5 -6 14 18 13 16 10 -12 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 -27
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leaf_weight=50.344667203724384 15.497378930449488 2.6474419459700567 3.5389000028371811 57.198661804199219 3.9728999882936478 52.403086096048355 53.98373194783926 38.437948450446129 1.9585388302803028 3.1291237920522681 28.998199008405209 13.882322691380976 3.6695611178874961 2.568947121500968 326.49135628342628 1240.6148925572634 848.32033813744783 61.164694018661976 4.237698480486868 3.9141242280602455 2.0078388378024101 2.4965628534555426 2.616073876619339 6.4869927465915671 1.7788884192705152 2.8425240814685822
leaf_count=256 89 15 20 254 21 235 403 206 15 18 172 82 17 15 1478 6678 5494 377 34 30 17 19 16 54 14 17
internal_value=-4.76951e-05 -0.0010229 -0.016696 -0.000933032 -0.0294235 -0.00312523 0.00160206 -0.000209256 0.00118569 -0.004461 -0.0100747 0.00167765 -0.00916337 -0.0075716 -0.00215522 2.46067e-05 0.00156557 0.00147569 0.006843 -0.00239972 -0.0151697 0.00852551 -0.00490592 0.0096611 0.0101695 0.0185915
internal_weight=2835.2 1781.89 10.1592 1771.73 6.62034 439.763 1053.32 1331.97 975.793 61.507 32.1273 29.3797 60.8682 41.0069 378.894 1290.96 914.286 909.485 77.5219 11.9385 5.92196 65.5834 5.11264 60.4707 6.01659 4.80106
internal_count=16046 9195 56 9139 36 1984 6851 7155 6264 361 190 171 271 221 1713 6934 5903 5871 587 95 47 492 35 457 48 32
is_linear=0
shrinkage=0.0149824
Tree=101
num_leaves=26
num_cat=0
split_feature=47 41 42 116 80 127 50 45 27 8 85 127 141 102 132 110 122 9 31 105 28 50 127 31 47
split_gain=18.9333 13.3619 10.9865 12.7908 11.3377 11.5007 10.0185 8.83887 8.255 14.1857 7.67051 7.53888 7.18736 7.43332 6.75404 8.91895 5.95147 5.48094 11.2391 9.16244 6.1402 4.65381 3.08087 2.75973 2.10231
threshold=2.0050000000000003 2.4350000000000005 2.9350000000000005 0.41650000000000004 0.091836020687557016 0.64600000000000013 1.5350000000000004 1.5950000000000004 0.56816666666666682 3.2321428571428577 -0.11677419354838708 1.8660000000000003 1.1155000000000002 1.4585000000000001 1.2110000000000001 12.050000000000002 1.6450000000000002 2.1083333333333338 0.22926223241590213 0.42750000000000005 4.7888888888888896 2.4750000000000005 2.4720000000000004 0.11397956917610476 1.2350000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 8 12 11 -10 -6 -1 13 -4 24 -16 -14 18 20 -20 -3 22 -19 -5 -8
right_child=2 17 7 23 10 -7 14 -9 9 -11 -12 -13 16 -15 15 -17 -18 21 19 -21 -22 -23 -24 -25 -26
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leaf_weight=1561.6851842328906 8.4867154061794263 37.823603972792625 321.61239579319954 3.2318784743547431 3.6537928283214596 31.667014196515083 15.102432385087015 4.1542564183473578 262.23932069540024 4.9917814284563056 25.565530344843864 294.9691569507122 18.23883551359177 17.548625603318214 49.143551230430603 7.7850605994462958 8.519263952970503 36.319950900971889 33.596092961728573 7.8101633340120307 62.273993127048016 1.9213921725749958 8.7644960656762105 3.4448221921920776 4.2267884835600844
leaf_count=8682 39 291 1452 14 16 144 117 17 1486 29 111 1759 84 80 365 59 40 309 278 56 473 18 81 15 31
internal_value=-4.69163e-05 0.000482242 -0.00288016 -0.00806671 -0.00616051 -0.000993722 0.000154238 -0.00181433 -3.7335e-05 0.00242471 -0.0132608 -0.000391701 -0.00156761 -0.0021574 0.00548979 0.00289165 0.00590803 0.00431046 0.00283803 -0.00372706 0.00555374 0.00874297 0.00971618 -0.0278726 0.0131419
internal_weight=2834.78 2388.65 446.123 76.0498 69.3731 40.1537 2200.14 370.073 2123.89 267.231 29.2193 1856.65 365.919 339.161 76.2578 56.9286 26.7581 188.51 141.504 41.4063 100.098 47.0058 45.0844 6.6767 19.3292
internal_count=16046 14034 2012 339 310 183 12528 1673 11956 1515 127 10441 1656 1532 572 424 124 1506 1098 334 764 408 390 29 148
is_linear=0
shrinkage=0.0149824
Tree=102
num_leaves=31
num_cat=0
split_feature=86 41 89 86 86 89 98 80 53 108 114 123 135 148 6 145 116 122 26 77 31 92 100 15 120 145 128 19 22 147
split_gain=26.2173 17.3297 12.8022 45.8292 15.947 10.1752 10.0557 15.3134 9.88278 9.35303 8.87978 7.62028 8.44719 11.0597 8.54731 7.78974 10.1482 7.454 15.5004 6.98025 9.02939 5.99983 4.47736 4.1496 10.1406 3.94215 7.35643 3.65401 2.04799 1.90989
threshold=2.9325757575757581 2.4350000000000005 1.0000000180025095e-35 1.8603896103896107 1.1250000000000002 0.17000000000000001 0.71008403361344552 0.08149201090889617 2.1050000000000004 1.5000000000000002 2.2915000000000005 1.1290000000000002 0.087500000000000008 0.27064914705796966 1498.7741111919916 0.50995000000000013 -1.0000000180025095e-35 1.0250000000000001 0.44316666666666665 2.1083333333333338 0.22926223241590213 -0.46791666666666659 2.7750000000000004 0.63333333333333341 2.2930000000000006 0.18515000000000001 0.55000000000000016 1.0000000180025095e-35 0.90000000000000013 0.42111881931569756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 17 7 -1 -8 -5 19 15 14 -14 -13 16 -7 18 -2 20 -3 -21 -17 24 -19 26 -12 -20 -25 -27
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leaf_value=0.0019068674145478869 -0.034713379601065575 0.0033915319026486357 -0.035387357324904042 -1.0130514351815547e-05 -0.012351005762868498 -0.018991242749147853 0.00099492611436048303 -0.0021606777643866622 -0.0030372469813057012 -0.0036941923148041522 0.0098880199714301981 1.3916913503755099e-05 -0.0039767352659977129 0.016575842820256832 0.0079525813482872656 0.0146509861413081 0.0052486981695546303 0.010584773753162082 -0.0073221183844092812 -0.0081879825578259728 -0.0064824134966416013 0.0097975481614697262 -0.0068422821224972266 0.016475658972043297 -0.02525392126921297 -7.0088857207527343e-05 -0.023682866992588873 0.015682207658968758 0.0034029736000800804 0.01662029708254659
leaf_weight=722.46716730296612 2.463725380599497 66.059027142822742 7.8334397971630088 390.74448500573635 48.568582266569138 4.2887699604034415 204.72416422516108 291.62877224385738 409.12256579101086 256.05904691666365 7.8085937798023242 64.734711416065693 77.721932113170624 6.3579683452844611 57.471480697393417 26.620135128498081 40.370445221662521 12.977165855467318 2.2230568379163742 4.71280613541603 30.336273968219757 35.716867044568062 2.3692144379019728 28.698523886501793 2.0525090545415869 1.6779000461101556 1.8036390990018842 5.1186525747179985 2.9682916179299346 18.590510427951813
leaf_count=4280 14 494 34 1994 221 26 1146 1475 2040 1344 64 409 487 40 379 161 267 86 13 42 239 310 16 212 14 13 14 34 20 158
internal_value=-4.61607e-05 -0.000574997 -0.000908717 -0.00259805 -0.0155504 0.00388015 -0.000178991 0.000737143 -0.00169248 -0.00146859 0.00409162 0.00270956 0.00123255 -0.00242258 0.00374734 0.00684661 0.00292085 0.00967974 -0.00219578 0.0024757 0.000284131 0.00770101 0.0128944 0.0121734 0.00569047 0.011491 0.00358873 0.00871653 0.0152503 0.0152386
internal_weight=2834.29 2497.85 2331.15 703.206 56.402 336.437 1627.94 1014.1 613.847 646.804 166.706 279.935 206.286 84.0799 122.206 73.6486 44.6592 56.5019 9.80543 136.825 96.3953 40.4297 28.9893 46.6965 15.0297 29.8806 9.61223 7.34171 31.6668 20.2684
internal_count=16046 13868 12534 3593 255 2178 8941 5755 3186 3338 1334 1785 1315 527 788 470 293 393 61 1085 733 352 177 332 100 249 78 47 232 171
is_linear=0
shrinkage=0.0149824
Tree=103
num_leaves=26
num_cat=0
split_feature=35 114 124 114 6 48 30 134 102 51 38 53 102 29 146 102 7 7 89 53 141 147 141 23 122
split_gain=18.9227 11.6181 10.9111 11.5996 10.3647 9.43635 11.4496 9.22428 9.07018 11.6547 9.3314 9.51901 7.93586 7.28959 7.07988 6.97035 6.55566 6.61785 7.73759 6.48199 5.4753 4.80294 6.62044 3.76144 1.3453
threshold=3.2350000000000008 2.4500000000000006 1.1000000000000003 2.2915000000000005 1466.0889274047354 1.405 0.12272426348891091 0.92900000000000016 2.3920000000000003 1.0950000000000004 0.25506510540074689 2.3050000000000002 0.5335000000000002 3.3166666666666669 0.011650000000000002 0.66350000000000009 -12.941267387911124 17.325349946097734 0.79000000000000015 2.6650000000000005 1.1950000000000001 0.40281214142283422 -2.5164999999999993 1.1250000000000002 0.94850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 21 12 -7 -4 10 14 11 -6 -1 -11 -10 -12 20 18 -18 -19 24 -2 -23 -24 -3
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leaf_weight=129.12488086521626 3.4856443256139746 3.0572046637535122 1080.2988930046558 4.3128619641065589 694.44127009809017 104.90425802022219 222.66427206993103 6.2378685027360907 8.0510260537266749 2.4389388039708129 53.404974393546581 179.30763352662325 149.12242149561644 11.668495029211043 1.897731915116309 66.653562486171722 39.958874374628067 18.367593511939052 3.9635411649942389 5.4792596846818915 2.7473454475402823 1.7476402372121835 2.6481874883174923 24.785299770534039 12.846116200089453
leaf_count=614 22 15 5668 23 4684 529 1145 35 58 15 386 969 712 67 14 433 215 107 21 26 15 14 16 173 70
internal_value=-4.53813e-05 -0.000985147 -0.00125809 -0.000362713 0.0015497 -0.00287033 -0.00114697 -0.000265376 0.0012831 -0.00780727 0.00150314 0.000964988 -0.00489917 -0.0165647 0.00461092 0.00541966 0.00437348 0.0022087 -0.00124111 0.00856275 0.0122394 0.00985674 0.0118423 0.0136434 0.0156135
internal_weight=2833.62 1783.09 1696.67 1090.85 1050.53 605.816 327.569 1086.54 1017.86 24.0562 993.807 873.749 278.247 14.1074 9.94876 120.059 86.4199 67.7693 43.9224 23.8469 18.6507 32.6668 29.1811 27.4335 15.9033
internal_count=16046 9195 8726 5726 6851 3000 1674 5703 6626 154 6472 5653 1326 82 72 819 469 369 236 133 100 225 203 189 85
is_linear=0
shrinkage=0.0149824
Tree=104
num_leaves=27
num_cat=0
split_feature=35 114 126 97 26 104 45 130 141 142 37 31 1 39 31 1 7 7 133 45 141 27 142 7 42 48
split_gain=18.3691 11.2879 10.2465 12.3693 9.12322 9.00178 8.85389 8.6533 10.3921 12.1437 7.45429 7.73882 6.74068 6.54079 9.51863 9.39938 6.41946 6.4569 7.78211 5.67452 5.36722 4.91134 3.93899 1.34092 0.563095 0.0055328
threshold=3.2350000000000008 2.4500000000000006 0.38750000000000007 1.0000000180025095e-35 0.43414285714285722 1.9575000000000002 1.5950000000000004 1.3875000000000002 -1.2689999999999997 1.5250000000000001 0.59833406093435115 0.12917130144605118 1275.6928785473208 0.22581957608274436 0.13418726469143885 1486.9327824213317 -12.941267387911124 17.325349946097734 1.1180000000000001 1.175 1.1950000000000001 0.50267857142857153 0.6715000000000001 -22.515596536060681 8.5300000000000011 2.3150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -4 10 -9 -10 11 -2 24 14 -14 -15 20 18 -18 -19 23 -5 -7 -3 25 -6
right_child=4 16 5 21 12 22 -8 8 9 -11 -12 -13 13 15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.036680069494994569 -0.015526668099105334 0.011466385397748488 -0.0011713812667329671 0.0060862643409132474 0.018626200445453666 0.018230677820616461 -0.023037159331868749 -0.031736518249165652 -0.0031597977956642495 -0.034248740322130489 0.019531126000842013 0.0028837861034866933 -0.0019706961596549174 0.006561696190884491 0.0022706818698546337 0.0017832033233475019 0.0090685538947898013 0.013057307565284625 -0.0050843980617063201 -0.0032422562601122219 -0.0071558179719549879 -0.017392605039504502 -0.003191516594035694 0.020228748039075262 0.0081703719731323274 0.017651747278290147
leaf_weight=3.9649247974157324 6.3668399155139914 8.517436221241951 1671.0490739122033 4.4862549901008588 3.8450572043657294 7.6799091175198537 4.1672102361917487 3.8031797111034384 34.06951680034399 3.0748561620712271 4.6698153614997855 26.279458545148373 193.86912959814072 127.48314910382032 306.63412498682737 335.77823306620121 11.994628570973871 17.060857087373737 31.953333251178265 6.6684028953313819 2.7574321925640097 3.6084673851728439 2.5719634145498276 7.2637523412704477 1.5635464414954183 2.0038944557309151
leaf_count=18 36 46 8598 21 25 42 17 22 203 18 27 155 1174 922 1970 2270 64 101 172 32 15 16 14 39 13 16
internal_value=-4.46427e-05 -0.000969981 -0.00123858 -0.0149997 0.00152816 -0.00114012 -0.00122577 -0.00339274 -0.00814857 -0.0057334 0.0018259 -0.000706719 0.00192472 0.00181525 0.000627791 0.00309818 0.00431856 0.00217886 -0.00122166 0.0084768 0.0121298 -0.00438017 0.0128563 0.0154995 0.0161574 0.0182924
internal_weight=2833.18 1783.74 1697.53 12.0596 1049.44 1685.47 1675.22 78.2637 40.9476 37.1444 37.3161 32.6463 971.177 963.765 500.503 463.261 86.2158 67.6772 43.948 23.7293 18.5386 8.09472 10.2519 15.7812 7.4125 5.84895
internal_count=16046 9195 8726 55 6851 8671 8615 461 243 221 218 191 6390 6336 3144 3192 469 369 236 133 100 37 56 85 54 41
is_linear=0
shrinkage=0.0149824
Tree=105
num_leaves=30
num_cat=0
split_feature=47 86 92 146 28 27 86 89 86 148 11 94 89 111 127 5 104 11 135 135 96 34 114 103 138 89 51 92 36
split_gain=18.5828 10.6308 12.7409 10.6021 10.3089 10.0704 9.57767 16.2437 20.5595 9.77879 8.88553 8.75676 12.4255 9.73593 8.48524 15.6362 7.52649 7.2461 6.6195 7.06916 5.64376 5.00885 8.78713 3.86901 2.73331 2.41776 3.66654 0.358207 0.0308148
threshold=1.4450000000000001 2.6698717948717952 -1.0000000180025095e-35 0.0059500000000000013 6.7071428571428582 0.59866071428571443 3.0750469043151978 0.030000000000000002 2.298648648648649 0.30672192291753003 1.3785714285714288 14.550000000000002 0.93000000000000005 9.6500000000000004 1.3540000000000003 1517.1440866155062 0.79250000000000009 1.0333333333333337 0.094500000000000015 0.10550000000000002 3.5000000000000004 1.1250000000000002 2.4500000000000006 1.0715000000000001 1.5000000000000002 0.73000000000000009 1.2050000000000003 -0.18874999999999992 6.7550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 6 14 7 9 -9 -1 -2 12 -4 -13 16 -16 -3 -5 20 -20 -8 24 23 -23 -6 27 -27 -7 -26
right_child=1 5 11 17 21 25 18 8 -10 -11 -12 13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 28 26 -28 -29 -30
leaf_value=0.0024976226806569034 -0.0018121973951906037 0.0051276925723423347 -0.0015689932788811702 -0.027170082145917204 0.001911025687086604 0.012197904473384324 0.0043832015018747646 -0.012334170084827262 -0.00040629292373125836 -0.0094393707705563001 -0.0079597347272821698 0.004389018751810342 -0.013059175607360194 -0.00031429330730248922 -0.0034650142472828858 0.013510718962760987 -0.0023468737287997044 -0.0042566782769852809 -0.010980875789655228 0.0042197608431731358 0.013147992926122842 0.0020476841251326132 -0.017806803608105517 0.016271158871801705 0.019172944321346114 0.018816606874699288 -0.0018490253968277807 0.018996284810167081 0.017593477982506784
leaf_weight=610.79743550717831 186.95425871014595 126.67950277030468 533.43928402662277 7.3831499069929105 2.8320782110095051 2.2364773154258728 33.852286249399185 39.378931492567062 184.02001713216305 15.803394034504889 73.535762384533882 119.69982662796974 21.997461602091789 565.66946835815907 119.39060147106647 13.563304536044596 39.722232818603516 5.3378641754388809 8.7198790758848173 32.330314345657825 32.155407533049583 9.0959395617246681 3.3356761410832396 8.1298235058784467 3.7356588393449774 3.2231286913156492 4.792960450053215 7.8361785039305705 10.808407731354235
leaf_count=4145 894 710 2638 36 22 14 244 210 1119 79 361 604 100 2954 673 83 229 27 61 232 247 61 24 58 22 20 26 48 88
internal_value=0.000147241 -0.00074818 -0.00127086 -0.00419985 0.00179542 0.00174467 0.00149179 0.000959876 -0.00250884 0.00219656 -0.00354763 -0.000625926 -0.00202405 0.000507141 0.00108871 -0.00173323 0.00334342 -0.0175554 0.00571499 0.000990838 0.00865294 0.0094551 0.00445054 0.00876057 0.0153771 0.0126004 0.00646029 0.0174868 0.0179992
internal_weight=2826.46 1831.46 1514.02 273.211 994.995 317.444 957.058 850 223.399 626.601 260.49 1240.81 555.437 685.369 299.356 132.954 166.402 12.721 107.058 41.0502 66.0077 37.9376 20.5614 17.2258 17.3761 18.0887 8.01609 10.0727 14.5441
internal_count=16029 9417 7614 1318 6612 1803 6337 5553 1329 4224 1255 6296 2738 3558 1695 756 939 63 784 293 491 275 143 119 132 108 46 62 110
is_linear=0
shrinkage=0.0149824
Tree=106
num_leaves=27
num_cat=0
split_feature=41 49 91 16 30 11 6 96 110 85 110 96 143 85 143 21 11 48 85 96 121 27 135 27 9 28
split_gain=23.166 11.4502 9.22622 9.32802 11.2654 8.47688 8.29046 9.80299 12.141 8.93682 8.73796 12.003 8.04505 7.96849 9.48532 6.67882 7.02938 7.82743 6.65729 6.24219 5.82014 5.76874 3.70926 3.64373 1.92952 1.37404
threshold=2.5050000000000003 2.7850000000000006 0.40375000000000011 1.5000000000000002 0.37066905615292717 3.183333333333334 1527.3801958670149 4.5000000000000009 2.5500000000000003 0.32662162162162156 26.850000000000005 7.5000000000000009 0.25100000000000006 -0.064462279293739988 -0.93549999999999989 0.22500000000000003 1.5166666666666668 2.5750000000000006 -0.11189852700490999 6.5000000000000009 0.95000000000000007 0.45414285714285713 0.38900000000000007 0.50211111111111129 1.3095238095238098 4.4722222222222232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 7 8 -1 -9 18 -12 -4 14 -2 16 17 -15 -8 25 24 -22 -18 -14 -17 -16
right_child=13 2 12 4 -6 -7 10 9 -10 -11 11 -13 23 15 19 20 22 -19 -20 -21 21 -23 -24 -25 -26 -27
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leaf_weight=444.11681561172009 3.2835812047123909 1000.6870411783457 4.2405473887920362 133.39120857417583 3.6960448771715155 3.5520841479301444 17.509973630309105 407.09595867991447 497.39348622411489 11.604614615440367 4.5690757334232321 2.6654412299394608 3.2501018643379211 7.9324793517589587 1.8538221269845943 21.977078758180145 10.275870852172373 4.2614048421382904 142.68912916630507 2.6509271413087845 11.409144774079321 75.060591571033001 2.205189384520053 3.2127117067575455 1.64139725267887 3.4022214338183403
leaf_count=2752 24 4791 20 655 18 17 110 2543 2881 74 29 17 15 64 14 174 87 34 893 20 87 638 19 14 13 26
internal_value=0.000145157 -0.000171446 -0.00129923 -0.00116939 0.0024966 -0.00166982 0.000679039 0.000291802 -0.000556394 0.0021991 0.00382491 -0.0122811 -0.0151446 0.00595791 -0.00619053 0.0069667 -7.83991e-05 -0.00816872 0.00455225 0.00269842 0.00854578 0.00674537 0.00782577 -0.0256663 0.0151373 0.0121524
internal_weight=2825.63 2679.67 1152.03 1141.33 137.087 1004.24 1527.64 1360.21 941.51 418.701 167.434 7.23452 10.7034 145.954 11.1906 134.763 24.6749 12.1939 160.199 7.90697 110.088 86.4697 12.4811 6.46281 23.6185 5.25604
internal_count=16029 14829 5530 5481 673 4808 9299 8250 5633 2617 1049 46 49 1200 84 1116 204 98 1003 60 912 725 106 29 187 40
is_linear=0
shrinkage=0.0149824
Tree=107
num_leaves=26
num_cat=0
split_feature=49 86 86 86 29 149 16 30 86 133 28 123 11 26 2 28 148 135 91 125 49 149 130 52 49
split_gain=18.1731 11.8595 18.7188 19.129 16.5693 14.1843 11.4428 12.655 13.3504 10.4611 10.2668 10.0372 9.78853 9.65353 12.1557 11.3205 8.37183 7.47862 7.6135 7.27497 6.31711 6.19546 6.12882 4.59704 3.46675
threshold=2.2550000000000003 3.0875959079283892 1.0000000180025095e-35 2.298648648648649 4.3875000000000011 0.61941211201079638 1.5000000000000002 0.37066905615292717 2.4576098059244131 1.8165000000000002 1.9500000000000002 2.5810000000000008 1.0333333333333337 0.42950000000000005 178.93094935303648 5.3166666666666673 0.30672192291753003 0.094500000000000015 0.13124999999999998 2.9000000000000004 2.3450000000000002 0.53574674286046664 0.7320000000000001 3.5150000000000001 2.1850000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 -5 11 8 12 16 -9 13 -8 14 -2 -15 -1 19 21 24 -10 -19 -11 -20 -3
right_child=6 17 3 5 -6 -7 7 10 20 22 -12 -13 -14 15 -16 -17 -18 18 23 -21 -22 -23 -24 -25 -26
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leaf_weight=439.75276020914316 209.19705288857222 65.445996768772602 31.262003161013126 202.21942634880543 20.796227857470512 10.408108778297899 68.989099577069283 3.0051083862781516 5.3880906254053107 8.5052069872617704 2.9845369905233383 4.2966798394918433 104.81380112469196 1133.8619263917208 3.7302487492561331 155.16513831913471 16.101159512996674 6.180689923465251 7.7137789130210859 2.058094546198844 48.726590543985367 26.747856564819813 239.58095122873783 2.7111894264817238 5.2587856426835051
leaf_count=2809 1034 489 160 1216 112 67 354 16 33 57 15 22 544 5793 19 838 79 43 53 16 278 191 1733 21 37
internal_value=0.000143092 0.00166513 0.00112273 -0.00227387 -0.0104139 -0.000280914 -0.000805683 0.00227736 0.0028423 0.00239987 -0.0192196 -0.00128445 0.000818961 -0.00121904 -0.0041744 -0.000730856 0.00105249 0.00618975 0.00126382 0.00912471 0.00934076 -0.00226892 0.00487566 0.0124224 0.00993297
internal_weight=2824.9 1084.74 968.626 264.686 52.0582 212.628 1740.16 233.907 227.918 703.94 5.98965 1506.25 173.803 1501.95 212.927 1289.03 455.854 116.116 43.3535 72.7629 54.1147 32.9285 248.086 10.425 70.7048
internal_count=16029 7083 6233 1555 272 1283 8946 1240 1209 4678 31 7706 898 7684 1053 6631 2888 850 308 542 311 234 1790 74 526
is_linear=0
shrinkage=0.0149824
Tree=108
num_leaves=25
num_cat=0
split_feature=41 99 116 141 37 130 149 3 48 145 26 119 85 30 6 133 10 134 4 94 141 35 145 30
split_gain=22.32 10.6657 9.66519 9.40017 9.35341 11.6788 7.68094 7.57842 15.9289 7.35187 8.59409 7.18988 7.17001 8.43821 8.90134 6.97204 10.3898 5.8537 10.4122 5.62031 5.47256 4.96071 4.67465 0.488616
threshold=2.5050000000000003 0.53589743589743599 -0.58349999999999991 -2.4334999999999996 0.19074588328249217 0.95000000000000007 0.48150423393478953 1533.9128363237476 2.4950000000000006 0.95095000000000007 0.37645833333333334 3.1000000000000005 -0.064462279293739988 0.22926223241590213 1487.0368563267839 1.2930000000000004 1.7238095238095241 -0.89449999999999996 1595.3203891093679 9.9000000000000021 -1.4854999999999998 3.7550000000000003 0.21445000000000003 0.19634512683578101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 19 11 -6 9 15 -9 10 -1 -5 13 14 -4 23 -17 18 -8 -3 -19 -14 -23 -2
right_child=2 3 12 4 5 -7 17 8 -10 -11 -12 -13 21 -15 -16 16 -18 20 -20 -21 -22 22 -24 -25
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leaf_weight=2.489586502313613 3.7974576428532618 3.3359114676713926 2.3080843016505224 78.81179828196764 258.6167313978076 1724.9636177942157 11.02508796751499 2.6528697088360778 2.5724649578332901 4.3748037517070761 45.088751308619976 2.6978554874658576 2.5218080356717101 2.5978087708353996 4.9278231039643288 3.3624322637915611 4.5557435378432274 30.811914905905724 2.4754068553447715 4.7325746864080429 509.73601197451353 72.159841552376747 41.983518272638321 1.6000705212354658
leaf_count=11 29 18 17 460 1290 9458 71 22 19 21 229 16 22 19 38 30 38 198 16 26 3015 598 354 14
internal_value=0.000141068 -0.000168834 0.00586555 -0.000679923 -0.000616862 -0.00082126 0.00157962 -0.00423671 -0.0195274 -0.0039287 -0.00221966 0.00435726 0.00734625 -0.00493971 0.00337612 0.00176367 -0.00718716 0.00209614 -0.00764846 -0.01682 0.00233952 0.00838183 0.00884105 0.0148945
internal_weight=2824.2 2679.16 145.04 2073.16 2065.09 1983.58 606.002 18.541 5.22533 51.9531 47.5783 81.5097 126.499 9.83372 7.23591 13.3157 7.91818 554.048 13.5005 8.06849 540.548 116.665 114.143 5.39753
internal_count=16029 14829 1200 11268 11224 10748 3561 152 41 261 240 476 1048 74 55 111 68 3300 87 44 3213 974 952 43
is_linear=0
shrinkage=0.0149824
Tree=109
num_leaves=27
num_cat=0
split_feature=54 147 34 115 143 44 130 37 48 144 37 28 28 119 143 137 50 125 141 118 107 114 92 119 54 147
split_gain=15.5895 9.89975 12.57 13.1024 13.7737 10.6503 9.19695 8.33152 8.08037 7.95014 12.1622 6.2882 6.21684 6.44004 7.58054 11.3633 7.57613 6.57407 4.65505 7.34947 4.39148 2.69063 2.18323 0.521419 0.00155081 0.000799613
threshold=1.4750000000000003 0.50912534435261725 1.8250000000000004 1.4145000000000001 -0.20699999999999999 9.5300000000000011 0.95000000000000007 0.19074588328249217 2.2350000000000008 0.010650000000000001 0.28664369629834979 5.6833333333333345 7.4142857142857155 2.7750000000000004 0.8025000000000001 8.1500000000000004 2.2950000000000004 1.5500000000000003 1.5930000000000002 2.7750000000000004 1.0000000180025095e-35 1.0835000000000001 -0.092916666666666634 2.5500000000000003 1.7750000000000001 0.47199397614381194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 18 4 -4 6 7 -1 -8 11 -11 -7 13 14 17 -16 21 -2 20 -20 -3 -15 -14 -5 25 -24
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leaf_weight=18.951552882790565 65.027670301496983 4.6424034014344207 6.7023078948259416 4.5052626058459273 18.394970580935478 319.73041404783726 1716.8068509548903 291.83983129262924 59.770586125552654 6.8817515969276455 17.065730862319469 54.230885811150074 1.5229468122124661 4.0509534999728265 21.741540476679802 12.713340632617472 1.5956781581044186 120.66591849923134 1.9994244128465641 5.5045818835496902 41.911061875522137 16.113821439445019 4.9858885258436185 1.9212092980742452 1.9499801769852636 2.3921636566519737
leaf_count=100 494 27 40 28 118 1923 9086 1435 410 42 101 332 12 35 172 100 15 954 13 41 309 149 41 16 18 18
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internal_weight=2823.62 2570.86 85.5812 31.5238 25.0973 2485.28 2087.37 310.791 1776.58 397.909 23.9475 373.961 252.76 241.909 220.148 34.4549 21.7605 185.694 54.0575 7.50401 46.5535 20.1648 10.851 6.42647 9.32803 7.37805
internal_count=16029 14021 592 202 158 13429 11031 1535 9496 2398 143 2255 2008 1919 1720 272 199 1448 390 54 336 184 89 44 77 59
is_linear=0
shrinkage=0.0149824
Tree=110
num_leaves=30
num_cat=0
split_feature=41 86 89 86 86 89 138 134 121 130 39 115 0 114 148 19 6 78 78 0 9 25 100 35 3 39 120 78 9
split_gain=21.3972 18.571 14.742 31.374 14.1835 10.7772 11.8285 9.97576 9.6934 9.23331 13.3822 9.12544 7.03225 5.64778 6.48925 16.2523 18.1707 5.88262 7.57018 6.47866 4.84693 3.85685 9.87354 3.81792 7.73317 4.89064 3.39549 2.91133 1.86644
threshold=2.5050000000000003 2.9325757575757581 1.0000000180025095e-35 1.1250000000000002 1.8603896103896107 0.17000000000000001 2.5000000000000004 -0.41099999999999998 0.52800000000000014 0.95000000000000007 0.5357074449270286 1.5500000000000003 1371.0521735626155 1.0835000000000001 0.19779146634615383 1.5000000000000002 1520.942111741979 1.7928571428571431 2.4083333333333337 1491.3083030076102 2.4226190476190479 0.91666666666666685 1.7750000000000001 4.3150000000000004 1495.5830510404128 0.093948688939703054 1.6125000000000003 2.0333333333333337 2.4226190476190479
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 -5 8 7 -7 -3 10 -1 -11 -8 14 15 28 -17 23 19 -19 -10 27 -23 24 -15 -25 -20 -16 -2
right_child=13 5 3 4 -6 6 12 -9 20 11 -12 -13 -14 17 21 16 -18 18 26 -21 -22 22 -24 25 -26 -27 -28 -29 -30
leaf_value=-0.0042729556282317576 0.01731350177604592 -0.014195226862445426 -0.03587510124797462 -0.009708932136913517 -0.001534937246848115 0.018798310534335602 -0.0085958268978682164 -0.01190183185526599 0.012788801218722346 -0.00011613736211037817 0.0082368340229855199 0.0026348886234908195 0.0035366346347506902 -0.022863448752368468 0.014280356034499266 -0.064945572771113097 -0.002744233572439398 0.014208814574520811 0.0013756379615392411 -0.0043682868259873713 -0.0050963625619252582 0.0096226316501393464 -0.030829847094747145 0.0018518014172958638 0.012910339323013172 0.013770798974830254 0.012727957190530602 -0.0032708487122261958 -0.0039154444424120676
leaf_weight=174.49618661403656 2.6394483745098132 3.5795656144618979 6.2388574033975592 51.387286424636841 655.43531618267298 2.693363934755328 11.235201478004454 20.155382692813873 43.252526737749577 1089.3037656098604 21.567582130432129 360.1478473842144 235.70169646292925 2.2423773258924475 8.3101695999503153 1.9957367703318594 2.2346342727541924 5.0344541892409351 8.3936778008937853 25.855934150516987 3.6915689632296553 3.6867157369852057 2.1408625841140747 9.3558329343795759 3.4329545274376869 44.405201464891434 20.021011412143707 2.848717436194419 1.4351005181670187
leaf_count=876 23 22 27 233 3394 17 66 121 304 6050 121 2071 1503 20 62 16 19 46 73 208 24 29 15 71 30 371 181 22 14
internal_value=0.000137078 -0.000165379 -0.000625086 -0.00242446 -0.0021292 0.00321964 0.00203035 -0.00828294 0.00957019 0.000154648 -0.00289684 0.000567415 0.00298463 0.00576252 -0.000665892 -0.0115195 -0.0320888 0.00713175 0.00379329 -0.00134062 0.0113824 0.00464061 -0.00523836 0.0104628 -0.00122426 0.0116966 0.0093745 0.00979977 0.00983645
internal_weight=2822.92 2678.89 2358.58 713.061 706.823 320.309 269.786 22.8487 50.5237 1645.52 196.064 1449.45 246.937 144.033 25.2914 8.30492 4.23037 118.741 59.3051 30.8904 46.9441 16.9865 5.82758 59.4364 5.67533 53.761 28.4147 11.1589 4.07455
internal_count=16029 14829 12772 3654 3627 2057 1707 138 350 9118 997 8121 1569 1200 200 72 35 1000 508 254 328 128 44 492 50 442 254 84 37
is_linear=0
shrinkage=0.0149824
Tree=111
num_leaves=31
num_cat=0
split_feature=86 89 86 47 44 1 110 93 86 29 28 86 108 47 122 80 0 86 86 90 138 36 145 141 34 36 92 147 90 122
split_gain=16.7667 19.1898 29.4179 16.1932 11.9237 11.3959 11.1244 10.3026 10.1736 15.1611 10.0294 9.91094 9.74209 9.56946 8.2752 8.15412 8.10316 6.70518 6.58738 6.03142 5.96977 6.7707 17.8747 7.2953 5.24261 9.80851 4.89859 1.76688 1.11991 0.523968
threshold=2.9325757575757581 1.0000000180025095e-35 1.7321428571428574 1.425 9.3350000000000026 1498.5595640433778 24.750000000000004 22.050000000000004 2.4724747474747479 5.0500000000000007 7.2678571428571432 1.1250000000000002 1.5000000000000002 1.5050000000000001 2.0605000000000007 0.13143836459335737 1490.339826127961 3.8473193473193477 3.0094339622641515 0.28958333333333336 4.5000000000000009 1.8250000000000004 0.62655000000000005 1.4750000000000003 1.3550000000000002 4.4650000000000007 -0.41916666666666658 0.42433972487808291 0.027916666666666656 3.0740000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 10 13 7 -6 14 9 -4 15 28 -10 -5 17 -1 -13 -2 -16 26 21 22 -7 -23 27 -26 -9 -22 -3 -12
right_child=5 2 8 4 6 20 -8 19 12 -11 29 16 -14 -15 18 -17 -18 -19 -20 -21 24 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0025361730035178016 -0.0035585843339236214 -0.040123561172452617 -0.0020351481275163175 -0.0072558816303080051 0.0037925743306817966 0.0017621570742574818 -0.0085323264443659605 -0.0066478602513714733 0.0019606279584357725 -0.010009382892752189 0.017825417954902448 -0.024336808302010588 -0.0030164788316471443 -0.00081729887302057916 -0.011152217123855068 -0.010304336087834104 -0.0050722246314710119 0.014582414080808799 0.016410276549075509 -0.016075863802901939 -0.00079887578861388947 0.0077386137910228116 -0.036187752663191679 -0.014914778364234585 0.0069954802592851152 -0.022889654787404495 0.011993329348333286 0.015730972061847415 -0.027615381211468101 0.0089465874689385796
leaf_weight=575.838758289814 109.35876166820526 3.2390879988670376 265.18396358937025 54.999666094779968 193.36211057007313 13.200582526624205 17.96632844209671 3.601456940174109 220.9528461098671 67.05264750868082 9.6712487116456014 8.0491558760404605 147.01979199796915 895.32599583268166 2.4773463457822791 11.319520801305769 12.531703755259512 4.7731073200702658 9.081972196698187 2.1823991462588301 1.5692806020379091 30.671360246837139 3.5312327221035948 3.561621978878974 102.69066032022238 2.5258233472704879 26.071587167680264 19.346724718809128 3.1891696900129318 1.7641987428069104
leaf_count=3967 669 14 1278 324 1146 85 109 25 1194 341 75 35 817 4407 15 54 58 38 66 15 11 193 22 23 676 17 183 143 14 15
internal_value=0.000135161 -0.000288414 -0.00233576 0.000557416 -0.00047413 0.00328367 0.00274476 0.000352341 -0.00174394 -0.00364452 0.00255927 -0.0176789 -2.79254e-05 -0.00118993 -0.00157647 0.00228863 -0.0126066 -0.00279991 0.0105032 0.00796281 0.0058914 0.00156394 -0.00624718 0.00538173 0.00763994 0.00627805 0.00973082 0.0144908 -0.0339182 0.0164557
internal_weight=2822.11 2487.47 727.218 1760.25 1161.65 334.644 211.328 157.547 700.209 332.237 598.594 27.0091 367.973 950.326 125.691 587.158 20.5809 114.132 11.5593 31.8554 177.097 50.9648 16.7318 34.233 126.132 105.216 29.673 20.916 6.42826 11.4354
internal_count=16029 13848 3751 10097 5986 2181 1255 1011 3630 1619 4111 121 2011 4731 788 4021 93 707 81 223 1170 323 107 216 847 693 208 154 28 90
is_linear=0
shrinkage=0.0149824
Tree=112
num_leaves=29
num_cat=0
split_feature=86 149 95 86 130 130 8 4 122 46 97 111 148 52 31 89 135 46 86 31 7 131 135 15 130 10 35 47
split_gain=24.7232 16.8755 15.8646 11.9853 11.8755 14.5432 9.28168 11.0031 8.96747 11.0489 8.82059 11.0381 11.5164 10.6592 9.65849 8.63844 8.18407 8.18084 8.0602 7.41456 9.95959 6.97887 6.91214 3.13752 6.94146 0.454985 0.433618 0.0262328
threshold=2.8804761904761906 0.57302186860974946 -6.7499999999999973 3.7370689655172415 2.7890000000000001 1.4145000000000001 1.0333333333333337 1412.3279341323353 1.1025000000000003 3.7350000000000008 3.5000000000000004 20.650000000000002 0.26233423441126336 2.1850000000000005 0.24336075205640423 1.0000000180025095e-35 0.027000000000000007 4.0050000000000008 1.5227272727272729 0.20656665468918431 41.132038484813854 1.5635000000000001 0.087500000000000008 0.63333333333333341 2.0500000000000003 0.96666666666666667 3.2750000000000004 1.7550000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 6 5 -3 7 21 9 -4 11 15 -13 18 -15 -1 -10 -9 -12 22 -21 -2 -8 24 26 -25 -5 -27
right_child=3 2 8 23 -6 -7 19 17 16 -11 13 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 27 -28 -29
leaf_value=-0.00089226380221666649 -0.021935207652004546 -0.011096835260239237 0.00077786503433745365 0.018187447805249436 -0.035617440707641508 0.0025821167889738534 0.0085198014639032444 -0.0014535589132866258 0.0014860266981585463 -0.012897041672296727 -0.0045868391062159793 -0.032602172769128884 -0.0071054621178795185 0.0016075516912729311 -0.0061827592497493691 -0.0037781875055610671 0.0054134847348868056 0.0096019653749136215 0.0013324679244766558 0.0012353896222701277 -0.031988889334205586 0.0045969798815122037 0.0025496433846265289 0.0098446540525521913 -0.018292462373544881 0.017348753340639626 0.0087549603347972012 0.019023074122107877
leaf_weight=644.90759783238173 8.3058947399258596 32.848997578024864 55.249357245862484 3.0378092080354717 2.7416695281863204 37.209440961480141 104.55021484941244 73.444833151996136 283.71220348775387 17.452064365148544 164.26897560060024 4.7919955328106907 23.369284451007843 510.07030097395182 38.414569273591042 364.36756839603186 205.26806417107582 18.888523750007153 75.31156312674284 65.355260759592056 2.0900570377707473 3.0397888720035544 74.587261103093624 1.8933047577738786 2.0333739221096039 13.946402817964556 1.7098395377397535 2.4770780503749839
leaf_count=3359 48 192 333 22 17 227 684 426 1919 108 834 26 113 2765 213 1797 1398 130 364 432 15 18 475 15 14 120 14 15
internal_value=-6.51545e-06 -0.000553013 0.00155185 0.00357505 -0.00502874 -0.00383167 0.00285841 -0.000902857 0.00240477 -0.00250482 -0.00128459 -0.00219229 -0.0114441 -8.9674e-05 0.00106194 -0.00193414 0.00313473 0.000808058 -0.00272612 0.00443988 0.000205794 -0.0148266 0.00603401 0.0135764 0.0048701 0.0167996 0.0147905 0.0176013
internal_weight=2835.34 2459.98 634.482 375.36 72.8001 70.0584 350.262 103.679 561.682 72.7014 1825.5 1037.44 28.1613 788.065 548.485 1009.28 488.98 92.3334 239.581 246.583 67.4453 11.3457 179.137 25.0978 6.78102 18.3168 4.74765 16.4235
internal_count=16093 13665 4194 2428 436 419 2228 622 3758 441 9471 5295 139 4176 2978 5156 3317 556 1198 1606 447 66 1159 200 50 150 36 135
is_linear=0
shrinkage=0.0149824
Tree=113
num_leaves=27
num_cat=0
split_feature=53 149 6 53 127 95 27 11 95 94 99 126 104 143 35 7 39 124 16 137 150 93 110 56 102 41
split_gain=19.1371 9.55165 10.4506 9.89859 13.0647 9.24665 7.94039 7.66233 7.64067 8.48044 12.8201 11.3119 10.5019 7.52861 7.30224 6.61856 12.6545 10.7198 6.59831 6.21423 8.03954 8.33396 3.36631 6.4666 2.00708 0.0142908
threshold=2.5450000000000004 0.56364786838566816 1551.1592774850051 1.8550000000000002 2.9500000000000006 -11.249999999999996 0.53612500000000007 0.099999999999999964 9.75 14.550000000000002 0.80860805860805873 2.2930000000000006 0.41650000000000004 1.1035000000000001 7.0850000000000009 27.192156706608674 0.19318394791303828 0.63350000000000006 2.5000000000000004 3.7500000000000004 0.59554779045125916 20.550000000000004 14.450000000000001 1.8550000000000002 0.47950000000000004 2.2150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 -5 14 24 9 15 11 -11 -12 -9 -3 17 -17 -2 -8 -10 21 -21 25 -24 -1 -4
right_child=8 3 22 4 -6 -7 18 13 19 10 12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27
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leaf_weight=2.7006123512983313 66.516981899738312 244.82414126396179 3.5107074230909374 35.094807960093021 2.2067070454359046 514.36929357051849 34.425088427960873 921.23761051148176 3.1127803176641455 452.01982693374157 3.9426311850547773 12.403466314077376 5.2116076648235321 124.82891737669706 18.773478008806705 11.118156567215921 17.397678270936012 288.79596710205078 3.2627952471375457 9.0185705572366697 3.0159477889537802 38.580798640847206 3.5796086341142637 5.4449190273880959 5.0661352872848511 4.3219142407178879
leaf_count=14 298 1838 20 211 14 3188 246 5235 15 2180 18 59 24 701 178 52 79 1333 25 43 15 190 22 37 28 30
internal_value=-6.33231e-06 0.000840872 -0.000101427 0.00202371 0.000830951 0.000977066 0.00420772 -0.000288637 -0.001795 -0.00213845 -0.000797018 -0.000450931 -0.0183551 -0.000398718 0.00328803 -0.00379355 -0.0107383 -0.0032362 0.0106403 0.00368584 0.00494944 0.00645247 0.011602 0.00536455 0.0145377 0.0187886
internal_weight=2834.78 1923.65 1070.69 852.956 551.671 549.464 301.286 1053.83 911.134 857.406 473.578 464.423 9.15424 1046.07 263.598 383.829 28.5158 355.313 37.6879 53.7281 50.6153 47.5994 16.8571 9.02453 7.76675 7.83262
internal_count=16093 11787 6087 5700 3413 3399 2287 5978 4306 4043 2281 2239 42 5936 2016 1762 131 1631 271 263 248 233 109 59 42 50
is_linear=0
shrinkage=0.0149824
Tree=114
num_leaves=29
num_cat=0
split_feature=86 35 90 55 86 124 124 109 128 5 37 94 39 5 119 147 29 93 45 94 124 107 124 96 6 29 39 45
split_gain=23.9673 15.2743 13.2667 12.5151 11.796 11.2505 10.3541 9.95249 9.5889 13.5992 8.52244 8.37631 9.42997 8.29967 8.29474 9.78799 7.57938 13.0115 7.86309 7.55054 6.99535 4.72338 3.56369 8.22785 2.85537 0.544683 0.39145 0.0256063
threshold=2.8804761904761906 3.3650000000000007 -0.11416666666666662 1.3250000000000004 3.7370689655172415 2.9000000000000004 1.1000000000000003 3.5000000000000004 1.0000000180025095e-35 1467.6137785499902 0.27684375135140565 22.050000000000004 0.70576684462826578 1476.1376475477011 2.9000000000000004 0.4574957770270271 4.2361111111111116 22.050000000000004 1.2850000000000004 19.050000000000004 2.6335000000000002 0.90450000000000019 1.1000000000000003 1.0000000180025095e-35 1520.942111741979 6.3166666666666673 0.23477344958041807 1.155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 14 13 7 -4 21 -10 -8 20 -13 -1 16 19 17 -2 -18 -16 -5 -3 23 -6 -7 27 -25 -24
right_child=4 3 6 11 22 24 10 -9 9 -11 -12 12 -14 -15 15 -17 18 -19 -20 -21 -22 -23 25 26 -26 -27 -28 -29
leaf_value=0.0044225481176087648 -0.0008780503240899373 0.01105569555698669 -0.0027254965381891599 -0.0011569085711243877 -0.023536076362864939 0.020217832217320462 -0.0035992023225005373 0.01157106365820775 -0.030477628255798285 0.0031888586471645487 0.0008022654050963108 0.005268803625630032 -0.012346500995201964 -0.0050169789287156444 0.019028512083134694 -0.028674405193037933 0.0059715404789580555 0.0094774242021724645 -0.020883778159360079 -0.014819428067611506 0.0084084521697406853 -0.0065823201418046158 0.017330652908204108 0.008909238123137788 0.0026444298143863906 0.0084125778643945014 0.01802300977380706 0.01894321674108598
leaf_weight=22.426487527787685 144.26574832201004 53.108890883624554 483.21501382440329 397.70512169599533 1.7790744975209261 5.0550573915243131 112.13902870565653 11.183194473385809 2.7622743248939505 107.78232975304127 826.97675871104002 96.163064189255238 7.3425338193774214 308.88793923705816 2.8717238903045637 4.0307051837444305 159.24189100414515 33.575235821306705 2.4855156391859046 3.0511202737689018 17.935975685715675 3.641814872622489 14.376321971416479 1.7110416144132612 3.5211071521043777 1.5915139168500889 2.771719865500927 2.6164593249559394
leaf_count=114 885 443 2383 2473 12 28 564 57 20 841 4360 610 51 1551 18 24 1041 230 12 18 124 26 124 14 20 13 21 16
internal_value=-6.1751e-06 -0.000543664 -0.00127819 0.00135396 0.00352548 -0.00393947 -0.00064719 -0.00240211 0.00491764 0.0023476 0.00027669 0.000205559 0.0040192 -0.00437802 0.00281641 -0.0106645 0.00321157 0.001077 0.00555881 0.00159194 -0.000744138 0.00992382 0.0135003 0.00372516 0.0130028 0.016794 0.0145444 0.017579
internal_weight=2834.21 2459.85 1773.4 686.442 374.368 339.891 1433.51 494.398 167.295 110.545 939.116 519.147 103.506 331.314 349.522 9.95355 339.568 177.841 161.727 5.92284 415.641 56.7507 24.8461 6.26184 8.57616 18.5843 4.48276 16.9928
internal_count=16093 13665 9077 4588 2428 1713 7364 2440 1330 861 4924 3258 661 1665 2228 60 2168 1115 1053 36 2597 469 200 47 48 153 35 140
is_linear=0
shrinkage=0.0149824
Tree=115
num_leaves=25
num_cat=0
split_feature=55 26 35 100 3 40 30 127 77 98 114 4 94 79 92 95 3 114 55 30 127 98 119 149
split_gain=19.586 13.892 11.3074 10.2682 14.9109 8.85273 11.4933 9.491 8.19438 7.84656 9.10403 8.43119 7.4155 7.18201 7.00088 6.91716 11.5919 6.94812 6.76304 6.23148 5.04096 4.78675 1.69184 0.0116597
threshold=1.6150000000000004 0.39050000000000007 6.7350000000000012 2.1000000000000005 1581.1974094595801 5.5150000000000006 0.097652668256005867 0.95000000000000007 3.0333333333333337 0.5590277777777779 2.7085000000000004 1614.6056423289131 19.050000000000004 2.8926493192797547 -0.36041666666666655 9.75 1631.1916150962995 3.7085000000000004 1.5050000000000001 0.21676706827309231 1.4720000000000002 0.56832298136645976 0.63350000000000006 0.54150293202056043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 13 6 21 -8 15 10 -1 -11 20 -5 -6 17 -17 -3 22 -20 -10 -2 -4 -24
right_child=1 8 18 4 14 -7 7 -9 12 11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25
leaf_value=0.0014510557944437015 -0.012101064278878757 -0.0014874830493035653 0.002624221829195091 0.0026437700499298221 -0.01767250538378088 0.012474150914056426 0.0068529236263781927 -0.011305630492832616 -0.012122999592015874 -0.00089771331913373806 0.0097491077313141931 0.0037002536380931986 0.0059576102785789016 0.0091155398554262877 -0.00037133376132704118 0.0048833093144319949 -0.0076468475247787066 0.0099211405441604079 0.010311617769669714 -0.028586412817994407 -0.036569827094417383 -0.034927523874816076 0.017901088574109693 0.016952915426169814
leaf_weight=425.42932620644569 3.3008827120065671 1039.0579883828759 2.0171787813305917 65.725681856274605 5.683374010026454 3.9327407479286185 8.2580239325761777 29.694234728813171 4.926885284483431 796.83267492800951 31.904269851744175 100.8497134745121 3.0437633842229834 92.891972981393337 68.854971565306187 90.289076156914234 20.299162320792675 12.122693940997122 2.1390774920582767 1.6281049773097036 3.0750777870416641 5.495384469628334 3.8288478255271921 12.301914602518082
leaf_count=2775 15 5151 17 381 35 22 37 137 27 4663 233 605 16 612 445 506 122 72 19 14 15 23 29 122
internal_value=-6.00028e-06 -0.00143492 0.00107983 0.000932342 0.00383656 -0.00911477 -0.010931 -0.00735451 -0.00110305 0.000432617 0.00202994 -0.000381157 -0.0139466 0.00643386 -0.00169051 -0.00098094 0.00258332 -0.00135591 0.0117683 -0.00649945 -0.0215178 -0.0263617 0.0155603 0.017178
internal_weight=2833.58 1223.5 1610.09 1588.17 233.156 50.6813 46.7485 37.9523 1172.81 1355.02 457.334 897.682 11.0457 158.618 74.5383 1161.77 110.588 1051.18 21.9151 3.76718 8.00196 8.79627 18.1479 16.1308
internal_count=16093 6143 9950 9749 1473 234 212 174 5909 8276 3008 5268 58 993 480 5851 628 5223 201 33 42 38 168 151
is_linear=0
shrinkage=0.0149824
Tree=116
num_leaves=31
num_cat=0
split_feature=55 122 0 5 102 138 104 85 9 141 141 138 79 137 2 136 51 122 92 134 52 141 138 55 46 98 132 4 143 5
split_gain=19.004 10.7095 15.3646 15.4917 12.0998 9.94394 9.89603 9.08446 8.8974 8.81855 11.1855 16.0676 9.65327 8.39495 22.4902 9.77468 8.04631 6.84426 11.6246 9.97219 7.0947 6.81319 6.70755 6.10491 13.0306 5.26568 10.8029 4.60072 3.1654 2.6966
threshold=1.6150000000000004 1.2180000000000002 1566.9504784989929 1518.3735354156286 0.75850000000000006 1.5000000000000002 1.0305000000000002 -0.069468085106382929 3.183333333333334 -1.5344999999999998 -1.0594999999999997 11.500000000000002 2.5152597294757348 3.0500000000000003 42.188831390057324 2.9500000000000006 1.175 1.5475000000000001 -0.20958333333333332 1.0000000180025095e-35 2.1050000000000004 2.4385000000000003 6.5000000000000009 1.7150000000000001 2.3750000000000004 0.68990384615384626 1.0500000000000003 1382.0391509513181 -1.8594999999999999 1523.062511036271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 8 -1 13 25 11 -11 -12 14 -2 -15 -7 18 19 -8 22 -22 -19 -10 -25 28 -27 -20 -3 -5
right_child=6 9 3 29 -6 16 17 -9 23 10 12 -13 -14 15 -16 -17 -18 20 27 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0094849411535562391 -0.0010556818834393427 0.0051155771193161963 -0.056114727550641119 -0.0078815721216403661 -0.016366107688061918 -0.0018788553817466406 -0.026890457557427829 -0.015254884658030191 -0.031058336510139357 -0.0023278617729355295 -0.0039144289626859563 -0.030820486280631856 0.00229256442304401 0.0084120892799289301 -0.022188358537150205 -0.0016213944361505089 0.0023326442650099225 0.0009317754755039688 -0.0080670152343407173 0.010549552112613377 0.0024507436035382849 -0.022773912023164471 -0.033219765796318738 -0.028941629356386764 0.016270565636602254 0.015199711866908256 -0.010359206848155745 0.012594479990056343 0.015804291354013972 0.013716036223682953
leaf_weight=4.1375180184841183 37.053210869431496 9.2736659571528417 2.754684239625929 2.6978162527084351 4.5727377384901047 219.34642618894577 3.6976031363010398 17.10679242759943 3.7740372791886312 62.993141114711761 59.612407550215721 4.7797922343015662 995.26772236824036 22.264706455171108 16.267274886369705 1033.5138341262937 190.07483384013176 2.4675176665186873 2.6121858283877364 2.8108214139938354 55.959194339811802 2.5114488303661338 2.7073174268007278 2.8843389749526978 2.8396373242139816 6.8188523650169364 8.1474034637212736 32.7347357198596 18.882988579571251 2.5003482848405838
leaf_count=22 181 72 15 15 26 1331 18 96 21 411 319 28 6350 120 83 5120 1019 16 14 14 335 16 13 14 14 40 50 164 142 14
internal_value=-5.85175e-06 0.00106446 -0.000917996 -0.0172755 -0.0313094 -0.000442249 -0.00141268 -0.0104366 -0.00182639 0.00181813 0.00156274 -0.00433736 0.0019418 -0.00170274 -0.00750295 -0.0014098 7.63438e-05 0.00297376 0.00767946 -0.0107211 -0.000120864 0.00136728 -0.0169354 -0.0162656 -0.0065121 0.00846689 0.00128583 0.0110676 0.0122839 0.00250702
internal_weight=2833.06 1608.97 443.191 12.5256 7.32742 430.666 1224.1 21.2443 1118.6 1165.78 1122.65 67.7729 1054.88 1109.1 53.3205 1055.78 409.421 105.501 41.8553 6.50842 63.6455 58.4706 5.17484 9.49801 5.72398 43.1229 14.9663 35.3469 28.1567 5.19816
internal_count=16093 9950 2538 70 41 2468 6143 118 5553 7412 7108 439 6669 5504 264 5240 2350 590 210 32 380 351 29 49 28 304 90 178 214 29
is_linear=0
shrinkage=0.0149824
Tree=117
num_leaves=28
num_cat=0
split_feature=86 98 90 119 86 23 103 52 52 28 90 29 79 85 118 52 92 38 130 119 31 28 124 96 130 42 45
split_gain=23.1418 15.7484 14.7397 13.5065 11.608 9.63017 9.81536 9.61745 8.98747 8.89857 8.89021 8.86076 11.4757 8.78601 8.26848 8.59366 8.17372 10.9728 9.48289 6.41759 5.44939 5.23654 3.53768 7.9277 0.573195 0.41092 0.0257209
threshold=2.8804761904761906 0.57518796992481214 -0.21249999999999994 2.9000000000000004 3.7370689655172415 3.7750000000000004 0.47750000000000004 3.6250000000000004 3.5250000000000004 5.5857142857142863 0.34125000000000011 3.8452380952380958 2.9725649350649355 -0.53249999999999986 0.3665000000000001 2.8350000000000004 -0.18458333333333327 0.25586279709042264 2.5855000000000006 3.1000000000000005 0.079077644606565911 4.8944444444444457 1.1000000000000003 1.0000000180025095e-35 3.1550000000000002 4.1550000000000011 1.155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 7 9 13 -7 8 -1 11 20 12 -2 -4 -5 -16 17 -3 -18 -13 -11 -9 23 -6 26 -25 -24
right_child=4 2 5 14 22 6 -8 21 -10 10 -12 19 -14 -15 15 -17 18 -19 -20 -21 -22 -23 24 25 -26 -27 -28
leaf_value=0.00064154891358960493 0.003388553904301267 0.0046646330117138673 -0.015999147257073715 -0.018133905267408965 -0.022761304981573752 0.0070002208323287846 -0.00012647824301670438 0.0013451905767175307 -0.021409951738353986 -0.012193688351866403 -0.016886809754315443 0.0042998600878806003 -0.0058692874811401945 -0.001222130197611042 0.015111458350918676 -0.015904058947240264 -0.0083401554751970988 -0.0054082621410893005 -0.035613475667948306 -0.016981399349629923 0.010802336282500616 0.017444861664265999 0.017284639402476685 0.017992908866193025 0.0080512447643048355 0.0085709794543413972 0.018870231645587827
leaf_weight=759.03228241205215 58.21839215606451 31.345545284450054 9.0982112586498243 2.0722919926047352 1.8081696256995226 65.06102329492569 130.17754630744457 7.3605478852987316 4.1715831682085982 2.4260555058717719 2.9772729203104964 169.97347242385149 62.129837170243263 1239.1779808104038 27.254280433058742 2.1645556464791289 60.071167230606079 107.6276131644845 3.0048439651727668 3.2414535135030738 49.69677546620369 11.813326753675936 14.029472142457967 2.7717982530593872 1.5605016201734532 1.6622670143842695 2.7506548017263404
leaf_count=4438 335 184 44 16 12 368 762 59 30 16 21 1085 407 6567 226 14 308 532 18 18 346 99 123 21 13 14 17
internal_value=-5.67805e-06 -0.000533225 -0.00137637 0.00117153 0.00347049 -0.000845869 0.00224841 0.000784309 0.000521017 0.00276891 0.00829366 0.00173195 -0.00139081 -0.00132983 0.0107918 0.0128294 -0.00516646 -0.00313631 -0.00963943 0.00390161 0.00973198 0.0112645 0.0134211 0.00367876 0.0167369 0.0144608 0.0175446
internal_weight=2832.68 2459.43 1645.56 813.869 373.246 1443.51 195.239 782.378 763.204 348.663 55.1001 293.563 120.348 1248.28 31.4911 29.4188 202.049 138.973 63.076 173.215 52.1228 19.1739 24.5829 6.24223 18.3406 4.43407 16.7801
internal_count=16093 13665 8783 4882 2428 7741 1130 4626 4468 2228 383 1845 742 6611 256 240 1042 716 326 1103 362 158 200 47 153 35 140
is_linear=0
shrinkage=0.0149824
Tree=118
num_leaves=29
num_cat=0
split_feature=86 98 90 86 133 53 124 130 56 0 23 103 8 4 104 10 142 134 90 102 134 5 28 134 10 47 53 47
split_gain=22.4982 15.2766 14.2564 11.4271 10.6149 15.4528 12.2791 11.6958 9.94662 10.8274 9.34474 9.56763 8.82485 10.5399 8.34531 8.29254 8.96563 8.24214 8.08578 7.52891 11.7595 7.47168 6.27001 3.68042 7.87127 2.3141 0.759646 0.00607463
threshold=2.8804761904761906 0.57518796992481214 -0.21249999999999994 3.7370689655172415 1.8165000000000002 2.0850000000000004 2.1000000000000005 0.41450000000000004 1.5850000000000002 1356.3678308767867 3.7750000000000004 0.47750000000000004 1.0333333333333337 1412.3279341323353 1.0305000000000002 2.8619047619047624 1.0690000000000002 -0.7054999999999999 -0.3158333333333333 2.0005000000000002 0.31250000000000006 1497.0791826260067 5.5857142857142863 -0.30549999999999994 1.3095238095238098 1.5650000000000002 2.7150000000000003 1.635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 12 8 7 -7 -6 9 -1 14 -12 13 21 -4 16 -3 -10 -15 22 -21 -2 -14 24 -5 -17 27 -25
right_child=3 2 10 23 5 6 -8 -9 17 -11 11 -13 19 18 -16 25 -18 -19 -20 20 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=0.011478521591604852 -0.021095586932033405 -0.0048875048451064614 -0.0017037295462926313 -0.022678715103079197 -0.018866911813635579 -0.0035633379269281403 0.01753684163723045 0.0072898791241944759 -0.010855516904633093 -0.0031649356630618075 0.0069197771193211322 -0.00012457493688390676 0.0039784376342843287 -0.0054027096756538899 0.0024915075454034936 0.003431153806619344 -0.019219154153645952 0.0020431774471629809 0.0039538125900160977 -0.010298367696996892 0.015146625979901929 0.0077708712684991339 0.010693816772089292 0.017263766316587686 0.017452572342362544 0.020978925011368558 0.009083132859808914 0.018181942201411672
leaf_weight=11.971040315926073 8.8184917792677862 185.2854358702898 1131.5406811460853 1.8435154929757143 3.9383174479007712 68.673688024282455 6.80433265864849 149.54835988581181 11.487451024353502 213.10917039960623 64.832997478544712 130.18630546331406 184.99647777527571 31.532509684562683 117.48795664310455 3.8485251888632765 10.345351368188856 347.7528510466218 60.533346027135849 16.648765876889232 5.3992538824677458 2.6080155074596396 37.543374091386795 15.053359158337122 2.7094783261418343 3.0034601092338562 2.9172942489385596 1.8241872414946545
leaf_count=68 50 951 5926 14 26 367 38 1153 73 1097 368 762 1189 191 685 24 52 2060 365 113 41 16 263 133 23 15 17 13
internal_value=-5.51075e-06 -0.000525099 -0.00135491 0.00342627 0.00115489 0.00388927 -0.00166115 0.00661872 8.34329e-05 -0.00238611 -0.000832871 0.00221728 0.00273218 -0.000935224 -0.00130911 -0.00507795 -0.00564539 0.00163071 0.000749208 0.00428396 -0.00406723 -0.014507 0.00511135 0.0133491 0.0012033 0.011123 0.0161428 0.017363
internal_weight=2832.24 2459.82 1646.53 372.428 813.285 228.965 75.478 153.487 584.321 225.08 1444.05 195.019 348.08 103.492 1249.03 202.483 195.631 359.24 92.0659 244.588 22.048 11.4265 222.54 24.3478 4.55299 6.85199 19.7948 16.8775
internal_count=16093 13665 8783 2428 4882 1584 405 1179 3298 1165 7741 1130 2228 622 6611 1042 1003 2133 556 1606 154 66 1452 200 37 39 163 146
is_linear=0
shrinkage=0.0149824
Tree=119
num_leaves=24
num_cat=0
split_feature=49 28 114 92 111 29 26 55 98 48 44 141 28 105 54 93 90 34 79 120 8 134 9
split_gain=17.2321 10.7893 8.43165 8.30237 10.4728 8.28913 10.4797 8.11425 8.65217 8.38691 11.2752 8.40182 8.35871 9.02611 7.32311 6.88478 6.72287 4.99777 4.75781 4.4941 3.07285 4.6977 1.35748
threshold=2.8950000000000005 7.3166666666666673 2.1835000000000004 0.56125000000000014 5.0500000000000007 1.5277777777777779 0.41950000000000004 1.5450000000000002 0.78759398496240618 1.635 8.2350000000000012 0.91350000000000009 2.9500000000000006 1.2885000000000002 1.4950000000000003 19.050000000000004 -0.37749999999999989 2.1250000000000004 2.5967863419533024 1.1835000000000002 3.3000000000000003 0.49450000000000005 0.59166666666666679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 -5 6 -1 17 12 11 -11 -10 16 -14 -4 -7 -9 -2 -3 -19 22 -22 -20
right_child=7 18 3 4 -6 15 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 19 20 -21 21 -23 -24
leaf_value=-0.027730718682371699 -0.032088895369173559 -0.012470969748390551 0.0033559215854341989 -0.024668583100244352 0.0096612083883431173 -0.00049406180376036562 0.005222368782546262 -0.012894597144758407 -0.001944849499794579 -0.034332520266334293 -0.0047177759439860382 -0.009845564349240811 -0.00071431818390072931 -0.010182545147740118 0.011698865638563019 0.0016361805376410143 0.0041121541160644218 -0.020150097180990992 0.0034728535012640352 0.0053756114284921417 -0.0092231479217089254 0.018012709920525512 0.016558300608096158
leaf_weight=2.2111612707376471 2.8177251964807493 1.8784734308719659 124.80725961923599 4.8362953886389715 3.394942931830883 948.60350596159697 106.70409976691008 5.4762892872095099 255.87235425412655 4.5155279040336591 7.9958143085241318 34.258881896734238 575.41713710129261 23.524849638342857 29.128502614796162 531.30530834943056 110.46090732514858 3.2607452124357224 1.9885968193411887 2.9480685889720917 3.2477723062038413 2.5280878841876984 16.932881712913513
leaf_count=13 14 11 789 32 23 5691 770 25 1157 21 38 156 2776 113 253 3343 515 16 14 15 23 19 121
internal_value=0.000147714 0.00104026 0.000896453 0.00415071 -0.0105094 0.0005643 0.00455336 -0.00139781 -0.00127235 -0.0033957 -0.0154062 -0.00287777 -0.000373429 -0.00108621 0.00493462 0.000270721 0.00330884 -0.0155403 0.0105149 -0.00803001 0.0122632 0.00269798 0.0151831
internal_weight=2804.12 1777.57 1750.99 162.167 8.23124 1588.82 108.915 1026.55 1017.52 302.643 12.5113 290.131 714.879 598.942 153.936 1479.91 115.937 9.02654 26.5758 6.20881 24.6973 5.77586 18.9215
internal_count=15948 11102 10914 1097 55 9817 783 4846 4801 1372 59 1313 3429 2889 1042 9034 540 45 188 31 177 42 135
is_linear=0
shrinkage=0.0149824
Tree=120
num_leaves=27
num_cat=0
split_feature=86 89 86 45 108 26 129 86 135 131 145 23 86 138 135 6 100 103 149 42 138 0 89 135 40 45
split_gain=34.4401 15.4446 23.562 14.405 13.8373 12.1649 12.0351 11.3684 10.8196 12.7417 9.2306 9.13708 8.55256 8.76326 7.78013 7.7293 14.8364 11.1945 6.98559 12.5831 5.72025 2.59364 1.80334 0.752677 1.43215 0.0262638
threshold=2.8804761904761906 1.0000000180025095e-35 1.1250000000000002 1.1950000000000001 1.5000000000000002 0.42527777777777781 0.63350000000000006 2.6698717948717952 -0.42349999999999993 1.0500000000000003 0.15315000000000004 2.7083333333333335 3.9115384615384619 10.500000000000002 0.69450000000000001 1491.5246638394162 0.90000000000000013 1.5315000000000001 0.61941211201079638 3.5750000000000006 2.5000000000000004 1547.6384784975487 0.31000000000000005 -0.21099999999999999 2.1150000000000007 1.1650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 5 7 14 -6 -4 9 -5 -10 -7 13 18 -1 16 -15 -17 20 -20 -2 -3 23 24 -14 -25
right_child=12 2 4 8 6 11 -8 -9 10 -11 -12 -13 22 15 -16 17 -18 -19 19 -21 -22 -23 -24 25 -26 -27
leaf_value=-0.0031452108112420504 -0.00043553525387967881 -0.020542489461638818 -0.001858453791620485 -0.0007747377590974848 -0.0054409158718025652 0.00051900372257236466 0.011181591964042238 0.0038451991356501921 -0.017710742387885281 -0.016359995240504414 -0.00096955208638995361 0.0032631906916672964 -0.00056869209257479352 -0.040071851649414743 -0.026825185380136285 0.0058029375863299943 -0.0026741420074169746 -0.019442038547013922 -0.010434814798327521 0.01350025977668068 0.0062076250586415261 -0.039091960282381502 -0.00073824312667602901 0.017221488269503923 0.017665089543879842 0.018877471738698082
leaf_weight=101.87310648709536 32.942230828106403 3.2523158937692633 310.78490921854973 22.564096793532372 254.38829558342695 808.3970874324441 10.168062612414358 104.92713383585215 7.5425843596458426 24.626006752252579 372.65237537026405 410.74420776963234 1.6489320397377061 3.2381662726402274 3.2126789242029181 23.973018482327465 8.997971296310423 4.7190473526716223 16.124505415558819 7.1018851324915877 249.17098513990641 3.5271768569946289 1.61937916278839 10.162921220064161 2.3377998471260071 2.7314630597829828
leaf_count=561 205 14 1517 103 1322 4905 50 575 35 112 1705 2630 14 18 18 152 57 31 111 56 1602 15 13 91 19 17
internal_value=0.000145592 -0.000496654 -0.00240044 0.000250084 -0.00212346 0.00102196 -0.00480204 -0.000418832 -0.00214152 -0.00890786 -0.00130168 0.00144356 0.00443933 0.00390905 -0.00386916 -0.00260106 -0.0125711 0.00165083 0.00478167 -0.00311623 0.00543191 -0.0301934 0.0143644 0.0158132 0.0101235 0.0175723
internal_weight=2803.43 2438.66 687.048 1751.61 680.268 1324.23 264.556 415.712 427.385 47.1901 380.195 1219.14 364.768 346.268 105.086 40.9282 12.2361 28.6921 305.34 23.2264 282.113 6.77949 18.5005 16.8811 3.98673 12.8944
internal_count=15948 13562 3493 10069 3464 8114 1372 2092 1955 215 1740 7535 2386 2232 579 258 75 183 1974 167 1807 29 154 141 33 108
is_linear=0
shrinkage=0.0149824
Tree=121
num_leaves=29
num_cat=0
split_feature=41 55 148 133 104 98 105 23 23 56 130 143 79 148 103 127 27 27 11 28 27 143 130 80 115 127 110 41
split_gain=17.6462 10.6265 8.75348 11.6429 16.7825 9.07473 11.2612 8.92348 8.30349 7.90795 7.87135 7.73561 8.54025 8.00336 9.05205 6.15845 8.67064 7.48196 6.11863 5.2237 4.23023 3.31121 5.67398 2.73699 1.41197 2.95711 1.74641 0.0241545
threshold=2.1550000000000007 1.7550000000000001 0.2704396221841926 1.3165000000000002 0.83750000000000002 0.63961038961038974 1.7195000000000003 2.2250000000000005 5.1250000000000009 1.3050000000000004 1.7640000000000002 1.4620000000000004 2.5365198469754549 0.19904948354047694 0.91750000000000009 0.64600000000000013 0.62387500000000007 0.42050000000000004 0.79285714285714304 2.9500000000000006 0.45414285714285713 -1.0129999999999997 1.7070000000000001 0.045188210227272707 5.2500000000000009 1.3875000000000002 20.750000000000004 2.6250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 7 -7 -1 9 20 -4 13 18 23 -15 16 -11 -17 -13 -14 -2 22 -10 -3 26 -26 -23 -22
right_child=8 11 3 4 -6 6 -8 -9 21 15 -12 12 19 14 -16 17 -18 -19 -20 -21 27 24 -24 -25 25 -27 -28 -29
leaf_value=-0.0014117770061927934 -0.0073004298576480817 0.0045826216264758758 0.0027563923095802671 -0.006012751591080152 0.005474788811194644 -0.0001110030425944611 -0.015767972200006353 0.0032111640702241154 -0.01987093029402074 -0.0028136535116328729 -0.0043478192791088308 0.0053030355454126502 -0.0079974979213674312 -0.00076994069280277196 -0.0049132228701073387 -0.0044957596235021477 -0.034242527263174949 0.0026833481222075252 -0.018240455270752635 -0.028335228479321625 0.018711056969395651 0.016707618933585831 0.012660940677201275 0.021284326486807888 0.017802061799017863 -0.0099981219720343892 0.0010980187281514567 0.01724475673721582
leaf_weight=119.50201391428709 1.7471806108951558 4.7668108046054822 138.93770352005959 178.07941123098135 33.997146040201187 705.3687602430582 10.464657269418238 434.52608120441437 1.9804421141743684 15.537043273448946 46.80186902731657 8.3646634668111819 4.9117975085973722 382.32477767765522 171.44021172821522 35.083125479519367 2.2565595358610144 457.88372737169266 3.520775392651557 6.7044117599725723 4.8254485800862295 15.837259300053125 3.0673988237977028 4.0942156314849854 1.8133212029933923 1.6317347660660741 1.7908125370740879 5.3000585958361626
leaf_count=671 13 27 711 925 185 3877 60 2581 15 105 250 37 23 1754 797 232 14 3330 15 30 31 129 26 20 14 14 14 48
internal_value=0.000143533 -0.000443091 0.000166807 -0.00177253 -0.00417123 0.000774352 -0.00033989 0.00221401 0.00255288 0.00214086 0.000966303 -0.0021784 -0.0106 -0.00182662 -0.00205266 0.00185987 -0.00679946 0.00217243 -0.00167118 -0.0197357 0.0142287 0.0107966 -0.000102468 0.0122996 0.0134074 0.00463465 0.0151219 0.0179436
internal_weight=2802.56 2253.81 1667.68 397.816 212.077 1269.86 715.833 554.028 548.754 522.633 185.74 586.128 23.5016 562.626 553.765 510.76 17.7936 492.967 11.8854 11.6162 11.8727 26.121 5.04784 8.86103 21.0731 3.44506 17.6281 10.1255
internal_count=15948 11963 9260 2071 1110 7189 3937 3252 3985 3773 961 2703 105 2598 2551 3681 119 3562 52 53 92 212 41 47 171 28 143 79
is_linear=0
shrinkage=0.0149824
Tree=122
num_leaves=30
num_cat=0
split_feature=86 89 86 108 105 49 79 115 44 86 26 36 5 49 18 145 80 147 41 40 139 141 99 89 26 90 2 108 5
split_gain=33.409 14.8209 22.7231 14.0515 13.4447 12.6533 12.7252 12.2765 12.1196 11.5492 11.2191 10.2642 10.0578 9.61088 8.8405 8.52619 8.00659 7.87341 8.34091 7.58722 7.20129 6.60831 9.32919 5.98666 8.36083 6.55709 5.29087 3.34507 2.4546
threshold=2.8804761904761906 1.0000000180025095e-35 1.8603896103896107 1.5000000000000002 1.7865000000000002 1.7250000000000003 2.7126657965823902 2.4500000000000006 8.5250000000000004 1.1250000000000002 0.42527777777777781 5.705000000000001 1496.6253629526898 2.1350000000000002 1.5000000000000002 0.66575000000000006 0.084468226489000764 0.46617746288798917 1.885 3.5050000000000003 1.0000000180025095e-35 -1.1474999999999997 0.71008403361344552 0.17000000000000001 0.4331666666666667 -0.65249999999999997 -174.61064094760431 1.5000000000000002 1509.2213456326426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 11 -5 6 14 20 19 28 -10 -4 -11 15 -1 27 -8 18 -15 -7 23 22 -22 24 -2 -25 -23 -9 -3
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leaf_value=0.0016757123848622382 -0.016201109433121461 -0.020178046481371077 -0.00031387231216940397 -0.003701340016918543 -0.024853023763162601 -0.00081749541044202954 0.0043931218968099343 0.018209503759417971 -0.0058155349241071986 -0.017622276523208597 0.0024601482426468849 0.010309018544903292 -0.0039373109917598924 -0.030971305385901048 -0.008239306087142349 -0.018135652583599286 -0.0049854933027276057 -0.032503556264287595 -0.001119388501860098 -0.0044396735285960149 0.0079874932039727554 -0.0094910465673609268 -0.020278295847602785 -0.011113366016663821 0.012465010544387662 0.0032306958852468936 0.010108015595196269 0.001043136732817893 -0.038171373223777373
leaf_weight=44.65404038131237 2.4999732747674015 3.2632409185171118 358.96195351332426 240.93382175266743 6.9399365633726111 758.25721374899149 316.73987441509962 6.0242721810936946 40.772574618458748 18.778772324323654 374.72380656003952 21.648733377456665 33.670811526477337 2.6299721300601986 36.839500121772289 2.8885165601968756 21.84200993925333 3.472303479909896 10.446057111024855 156.62164019793272 6.9629219621419889 3.1923252493143073 4.2033851891756058 7.4417390674352637 26.419664077460766 184.78177873790264 98.217226192355156 4.4158021807670593 3.5570129901170731
leaf_count=235 15 14 1803 1257 37 3996 2285 43 231 83 2203 130 154 14 198 21 126 21 65 795 46 21 27 47 195 1183 655 33 15
internal_value=0.000141484 -0.000490299 -0.00235385 -0.00151754 -0.00429354 0.000241892 0.00250878 0.0043781 -0.000473896 -0.0112219 0.00164806 0.000290347 -0.00883701 -0.0048228 -0.00280641 0.00464566 0.0037881 -0.012449 -0.00712353 -0.00143759 0.00520183 0.00828651 -0.00265275 0.00363154 0.00998694 0.00267538 0.00949104 0.0109487 -0.0295623
internal_weight=2801.8 2438.2 687.754 628.484 247.874 1750.45 420.075 363.596 1330.38 59.2698 415.496 380.611 52.4496 29.8769 81.4935 13.3286 338.582 16.5483 13.076 914.879 333.719 112.576 11.1663 221.143 28.9196 192.224 101.41 10.4401 6.82025
internal_count=15948 13562 3493 3227 1294 10069 2844 2386 7225 266 2434 1933 237 197 433 97 2411 100 79 4791 2189 749 73 1440 210 1230 676 76 29
is_linear=0
shrinkage=0.0149824
Tree=123
num_leaves=27
num_cat=0
split_feature=41 36 55 93 106 123 145 127 9 114 91 104 90 38 145 111 120 9 48 130 18 128 2 35 80 98
split_gain=16.8858 12.1868 9.86736 8.02638 9.16495 8.97843 7.55156 8.27119 6.8941 6.8189 11.1807 12.5133 8.01247 8.04101 12.6733 6.73363 8.94149 6.67161 6.16959 5.7111 11.845 6.56701 4.54975 0.00768851 0.0029983 0.000738125
threshold=2.1550000000000007 10.125000000000002 1.7550000000000001 19.050000000000004 0.59050000000000014 1.5940000000000003 0.96250000000000013 0.78900000000000015 2.9666666666666672 1.8540000000000003 -0.40291666666666653 0.74750000000000016 0.061249999999999957 0.23205263822305283 0.79255000000000009 23.050000000000004 2.1835000000000004 1.1083333333333336 2.7450000000000006 2.1835000000000004 1.0000000180025095e-35 0.55000000000000016 116.39236386526922 6.6650000000000009 0.024646199819576001 0.53137254901960795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -8 -4 12 11 22 13 14 -2 17 -17 -12 -15 21 -21 -14 -11 -3 -25 -26
right_child=9 23 6 4 -6 -7 7 -9 -10 10 15 -13 19 18 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27
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leaf_weight=761.21528100222349 216.7812476977706 2.3768604472279531 559.71998465806246 70.522447407245636 456.04997509717941 372.26243854314089 4.2640914022922543 16.923579797148705 4.388753041625022 1.9643181338906277 47.785951234400272 3.4688365608453751 26.482803724706173 97.640616081655025 27.160571381449699 6.774686820805071 2.5958683416247368 72.487013801932335 11.230343528091906 2.0365408957004574 21.072715319693089 7.1907849013805381 2.555761530995369 1.4599774107336996 2.0327848568558693 2.393706776201725
leaf_count=4066 1550 16 2577 402 2616 2120 19 77 20 15 348 23 194 699 195 47 20 556 93 15 164 46 20 15 17 18
internal_value=0.000139504 -0.000433744 -0.000500582 8.91668e-05 0.00161764 -0.000620906 -0.00217326 0.00660788 -0.00250308 0.00250027 0.00538544 -0.0118168 0.00153079 0.00069013 -0.000820913 0.00644548 -0.00578746 0.00739856 0.00407585 0.00675415 0.00101848 0.0106904 0.00460957 0.0177277 0.0174365 0.0176318
internal_weight=2800.84 2253.61 2245.35 1660.05 526.572 1133.48 585.296 21.1877 564.109 547.228 137.632 7.98892 409.596 352.813 243.942 129.644 9.37056 120.273 108.871 56.7828 23.1093 33.6736 4.52008 8.26333 5.88647 4.42649
internal_count=15948 11963 11897 9204 3018 6186 2693 96 2597 3985 1029 58 2956 2537 1745 971 67 904 792 419 179 240 35 66 50 35
is_linear=0
shrinkage=0.0149824
Tree=124
num_leaves=23
num_cat=0
split_feature=49 131 93 123 23 79 3 111 27 44 27 91 55 55 137 79 137 92 143 137 103 0
split_gain=15.0654 13.3528 12.2003 10.2821 11.2031 9.88539 9.21455 8.62366 10.456 9.37535 8.67912 8.18033 7.85547 6.68221 9.76135 11.434 8.90801 11.7192 11.2372 8.2101 6.60564 5.36181
threshold=2.8950000000000005 1.5635000000000001 19.050000000000004 0.70300000000000007 2.0833333333333335 2.1662177642542404 1549.4966162356905 29.950000000000003 0.51707142857142874 12.225000000000001 0.6685416666666667 0.33958333333333329 1.5450000000000002 1.7550000000000001 6.7500000000000009 3.104222280902261 4.0500000000000007 0.42625000000000007 1.4620000000000004 7.2500000000000009 1.0055000000000003 1466.1166305936279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 -1 8 9 -3 -10 -7 20 14 15 -14 17 -15 -18 -16 21 -2
right_child=12 7 5 4 -6 11 -8 -9 10 -11 -12 -13 13 16 19 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00066129884907667989 -0.020636642537815216 0.002332063154331967 -0.024048800355948384 -0.0049818075166351171 -0.00044020218790452326 0.0024638760528653578 0.013917695839009132 -0.02519672397858206 0.0082007658528463097 -0.025878052675828128 -0.021832263061566257 -0.010531102253403986 0.0037236722033946955 -0.0055266758842684267 -0.00549385856943823 -0.012976845656699173 -0.0010257168240585988 -0.031530514837034736 -0.013993978354920378 -6.5387448548180629e-05 -0.034768125504398506 0.0068338972566070744
leaf_weight=31.206224240362644 3.1772589683532697 327.42966458201408 3.2444429844617835 152.24239736050367 612.16964714974165 506.80567172169685 18.89812720566988 2.3788675740361205 101.3552535250783 2.6659833639860144 2.2069365978240958 11.112195387482641 171.75126977264881 82.805945560336113 85.560585752129555 9.723372817039488 417.38401433825493 4.0820589512586585 15.557877138257025 232.43693991005421 2.709928572177887 3.2024742066860199
leaf_count=176 15 2208 15 865 3720 3238 117 15 650 16 14 68 841 376 417 49 1897 18 68 1135 14 16
internal_value=0.000137522 0.000974792 0.000231636 -0.000913751 -0.00134472 0.00202174 0.00566129 0.00325125 0.0034073 0.00210423 0.00756075 0.00218506 -0.00130493 -0.00118128 5.62796e-05 0.00282886 -0.00237037 -0.00674836 -0.00149174 -0.00152598 -0.0151714 -0.00684711
internal_weight=2800.11 1771.72 1335.68 814.516 764.412 521.162 50.1044 436.037 433.658 330.096 103.562 517.918 1028.39 1019.3 499.472 181.475 519.83 86.888 432.942 317.998 9.08966 6.37973
internal_count=15948 11102 8199 4878 4585 3321 293 2903 2888 2224 664 3306 4846 4801 2442 890 2359 394 1965 1552 45 31
is_linear=0
shrinkage=0.0149824
Tree=125
num_leaves=28
num_cat=0
split_feature=86 114 92 55 121 104 49 142 86 28 102 42 8 132 120 8 90 54 30 143 30 120 146 30 7 45 126
split_gain=32.325 16.2494 19.9366 10.3944 12.3151 16.3329 10.0414 11.2957 8.41701 10.6495 8.98683 9.23081 8.29092 8.90419 7.83422 7.17694 6.21796 6.08802 11.4561 5.62493 5.21198 4.88586 3.65602 5.31757 1.87335 0.0286701 0.00118161
threshold=2.8804761904761906 2.1835000000000004 0.38 1.3050000000000004 1.6125000000000003 0.80850000000000011 1.8950000000000002 0.38650000000000007 3.9115384615384619 6.1055555555555561 2.0005000000000002 2.7350000000000008 0.20714285714285713 0.56350000000000011 0.35400000000000004 2.4226190476190479 -0.32458333333333328 1.4750000000000003 0.15165043290043287 -1.0129999999999997 0.1522774327122153 2.2930000000000006 0.014350000000000002 0.18956442831215972 -0.64689379539163372 1.1650000000000003 1.1180000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 4 5 -1 19 -8 9 10 16 -12 13 -5 -14 -6 -2 18 -3 -4 -19 25 24 -24 -11 26 -10
right_child=8 2 6 12 15 -7 7 -9 21 22 11 -13 14 -15 -16 -17 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28
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leaf_weight=194.46253500133753 68.604872770607471 63.709677815437317 2.2674982771277428 3.7065612822771064 129.46211690455675 40.258490368723869 4.1749790608882904 2.4861323088407516 2.0741749405860928 5.6691141799092355 4.7360728457570067 9.7171570435166341 8.6666996330022794 33.886938363313675 1815.6924083083868 22.046673156321049 235.08260722458363 7.9675917401909855 83.295608013868332 2.2249150201678258 22.843133166432381 2.7387394011020652 2.2239015474915496 2.0487430468201637 16.01302745193243 3.3166818320751181 10.045145295560358
leaf_count=1176 432 366 17 16 935 248 23 14 17 37 31 68 42 166 9604 171 1514 67 498 15 204 23 17 16 117 21 93
internal_value=0.000135555 -0.000485158 0.00373451 -0.00083984 0.00139696 -0.000752457 -0.0156962 -0.0273707 0.00431137 0.00378651 0.00303367 -0.00850897 -0.00130382 0.00566078 -0.00144734 0.00472688 0.00358301 0.00495331 0.00368414 0.00161411 0.0110088 0.0142482 0.0130145 0.00034733 0.0155107 0.0175203 0.0171823
internal_weight=2799.42 2437.15 188.97 2248.18 386.23 234.721 11.1535 6.66111 362.27 344.095 318.141 14.4532 1861.95 37.5935 1824.36 151.509 303.687 177.816 147.005 4.49241 30.8107 18.1747 25.9548 4.27264 21.6821 15.436 12.1193
internal_count=15948 13562 1204 12358 2530 1424 69 37 2386 2232 2045 99 9828 182 9646 1106 1946 1135 864 32 271 154 187 33 154 131 110
is_linear=0
shrinkage=0.0149824
Tree=126
num_leaves=27
num_cat=0
split_feature=41 147 131 102 16 84 144 144 54 39 85 106 147 141 4 143 3 56 11 134 102 118 56 134 53 1
split_gain=16.3555 14.7169 9.71441 9.7368 15.9033 10.9583 8.72041 9.73145 18.851 8.91165 8.67848 9.24205 8.36912 7.89831 7.66596 7.22897 10.5019 7.02615 6.50365 6.42503 5.63713 5.40548 4.31641 3.35382 1.44495 0.376174
threshold=1.9950000000000003 0.51287951491886241 1.6835000000000002 2.3920000000000003 2.5000000000000004 0.0095897832817337016 0.015450000000000002 0.010650000000000001 1.2150000000000001 0.12248692909946732 0.39666666666666667 0.95450000000000013 0.4519630965593785 -0.68199999999999994 1458.7261131133671 0.66100000000000014 1560.0847826296538 1.2950000000000002 0.93095238095238109 0.18900000000000003 1.2635000000000003 1.5500000000000003 1.7850000000000004 -0.33799999999999997 1.0000000180025095e-35 1521.4978617212762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 17 5 -5 7 9 -9 -1 11 20 -13 14 -8 22 21 24 -19 -15 -4 -17 23 -3 -2 -6
right_child=2 15 10 4 25 -7 13 8 -10 -11 -12 12 -14 19 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27
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leaf_weight=8.2165260314941388 1.7325814291834811 3.4438623338937786 153.13795384764671 4.0111478790640858 2.6540807485580435 10.777478493750094 3.3065536171197882 31.870229579508305 11.094027668237684 1555.4848508536816 4.1402337923645964 7.4280350506305677 4.4398646876215935 23.013249650597572 4.5549342259764671 5.5562977790832502 2.4879909530282012 198.42884870618582 674.31645366549492 9.1944630295038206 37.678111702203751 4.9692135155200958 2.2452791333198538 20.540551863610748 7.997606948018074 1.8314715474843977
leaf_count=47 14 25 1110 26 18 66 18 161 57 7862 27 50 31 125 24 41 15 1250 4370 48 265 35 13 155 60 14
internal_value=1.41517e-05 -0.000915271 0.00142767 0.000755983 -0.0097784 -0.0172736 -0.00113136 -0.00130354 -0.00833799 -0.00111026 0.00435619 0.00479483 -0.00803366 0.00577254 -0.00769132 0.00815233 -0.000976949 0.000986065 0.000844907 0.0090589 0.00559271 0.00556671 0.0126817 0.0145413 0.0136471 0.0149327
internal_weight=2794.55 1685.98 1108.57 901.75 19.2742 14.7886 1646.73 1606.67 42.9643 1563.7 206.824 202.684 11.8679 40.0692 7.86149 39.2432 13.0135 882.475 872.745 32.2077 190.816 10.5255 26.2297 23.9844 9.73019 4.48555
internal_count=15927 8626 7301 5818 124 92 8342 8127 218 7909 1483 1456 81 215 42 284 91 5694 5620 173 1375 76 193 180 74 32
is_linear=0
shrinkage=0.0149824
Tree=127
num_leaves=26
num_cat=0
split_feature=51 143 145 15 95 91 141 0 144 144 49 93 19 136 51 16 109 141 143 135 80 93 137 3 149
split_gain=17.1211 7.79599 8.89766 7.70319 7.92484 7.56565 7.51028 8.43803 7.81315 17.6611 17.7774 8.28431 7.05883 9.63428 8.67613 7.00298 6.49016 6.37616 6.18066 6.56999 5.99465 6.16381 4.97307 2.84769 2.50529
threshold=1.2450000000000003 -1.2689999999999997 0.61190000000000011 0.55000000000000016 -1.0000000180025095e-35 0.40375000000000011 -1.4854999999999998 1299.7930178388222 0.015650000000000001 0.014250000000000002 2.0550000000000002 22.050000000000004 4.5000000000000009 2.9500000000000006 1.4750000000000003 1.0000000180025095e-35 1.5000000000000002 0.72850000000000004 2.9665000000000004 0.58900000000000008 0.039786366225452903 17.550000000000004 7.8500000000000005 1518.681216347298 0.50980383840885701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 22 -5 12 7 -1 9 11 -11 -8 13 -3 -14 16 -4 -7 19 -10 23 -22 -2 -9 -17
right_child=1 5 15 4 -6 17 8 20 18 10 -12 -13 14 -15 -16 24 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.021651527019494316 0.014257758967241964 0.0095829254685214482 -0.01333555661849682 -0.0012823782849273786 -0.01965849738583389 -0.0026109725559902612 3.9754860986631443e-05 0.015063350706476183 0.0083128231738933394 -0.0012427352054759145 -0.041978683919589484 0.0026843212603951112 -0.0032749641421821584 -0.00076205329275712069 -0.020869577405371223 0.0032166754971905305 0.010160583563095394 -0.027877559973361155 -0.020270479204209286 -0.010165117289338318 -1.8269017241840053e-05 0.0094554897730318201 -0.0095107417506267895 0.0042958811918225471 0.021363394572448492
leaf_weight=2.5850833281874648 3.744357392191886 20.678098171949387 7.9796886295080203 7.0468454509973553 20.868885189294815 4.635137274861334 1162.3828896060586 18.45475205779076 54.424864694476128 5.3291623219847661 4.3822417259216309 344.75762445479631 140.85882516205311 888.70548864454031 6.5852163881063452 3.0510918349027625 3.9427811354398727 4.3422449231147766 1.9489500075578678 4.6916936561465254 42.673238694667816 24.134441293776035 4.1838924586772919 7.8625231459736815 3.8787542730569839
leaf_count=17 18 103 37 33 98 21 7243 159 360 38 25 2262 670 4204 28 14 19 19 15 32 253 155 19 66 19
internal_value=1.40173e-05 -0.00141932 -0.0069359 -0.0113183 -0.0150198 -0.00113621 0.00097364 0.00504878 0.000726459 0.000514926 -0.0196248 0.000644698 -0.00101987 -0.000526823 -0.00406079 0.00139641 -0.00556534 -0.0148321 0.00598088 0.00684635 0.00578997 0.00340415 0.00171466 0.0118465 0.0133737
internal_weight=2794.13 1120.5 54.6963 35.844 27.9157 1065.81 1673.63 95.71 1577.92 1516.85 9.7114 1507.14 1056.83 909.384 147.444 18.8523 11.9225 8.97738 61.0655 59.1166 93.125 66.8077 7.92825 26.3173 6.92985
internal_count=15927 5302 257 168 131 5045 10625 650 9975 9568 63 9505 5005 4307 698 89 56 40 407 392 633 408 37 225 33
is_linear=0
shrinkage=0.0149824
Tree=128
num_leaves=27
num_cat=0
split_feature=51 143 145 132 1 105 1 145 141 132 1 147 93 31 102 121 16 105 145 95 115 40 52 121 143 47
split_gain=16.6116 7.53785 8.5792 10.8306 9.6605 8.30424 10.1653 11.8237 7.3215 9.71137 7.76468 7.44787 7.33792 11.3911 7.59581 7.12726 6.82099 8.11556 6.81008 6.97715 6.45601 5.87018 3.77399 2.48516 1.67712 0.00931902
threshold=1.2450000000000003 -1.2689999999999997 0.61190000000000011 1.1340000000000001 1373.5715040207458 1.2885000000000002 1473.808919601054 0.79665000000000008 -1.4854999999999998 2.3165000000000004 1275.6928785473208 0.46617746288798917 22.050000000000004 0.21458087367178272 2.1210000000000004 0.68350000000000011 1.0000000180025095e-35 0.77650000000000008 0.98895000000000011 9.75 2.7750000000000004 2.6050000000000004 2.8650000000000007 0.89450000000000018 -0.068999999999999992 1.3550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 18 24 -8 9 11 25 20 13 -12 -14 -5 17 -4 19 -3 -1 -20 -13 -18 -7 -10
right_child=1 5 16 15 -6 6 7 -9 10 -11 12 22 14 -15 -16 -17 23 -19 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0039549445864417911 0.011504934270257935 -0.0013180690267694424 -0.013562762354015217 -0.0053480605015040934 -0.010664694252713389 0.017364189757978401 -0.0065326143181760783 -0.028727911966083416 0.017620130663747468 -0.024489967227394778 -0.0007341214893701939 0.014255757068553372 0.0032240681712058352 0.0026353622762653756 -0.0043729101310189663 -0.029942398552764319 0.0031286358100608169 0.013379941192539952 -0.0047423133166463061 0.0041151859408867075 -0.017709898422302327 0.015815137853204785 -5.8714976998600078e-05 0.021245388348587368 0.0015090212773214502 0.01884012723956147
leaf_weight=59.620583720505238 5.8810836225748089 959.86617297679186 8.356864273548128 3.8132823258638373 17.663509503006935 3.0517959296703339 22.678062334656719 7.0662741512060157 3.129652962088584 2.4439736455678931 914.13770143687725 25.114906504750255 326.0470180362463 298.84195535629988 32.486538030207157 8.6326222717761976 3.0436773151159278 3.5865984559059134 4.5515798628330222 56.158150747418404 3.2561564967036238 9.8993818461894971 4.949113927781581 3.8489370495080948 2.9404856264591208 2.5706565976142883
leaf_count=369 28 4529 39 18 82 14 109 33 26 17 5529 207 2139 2046 219 40 14 17 22 277 20 47 37 19 14 16
internal_value=1.38678e-05 -0.00139733 -0.0068151 -0.0111027 -0.00512705 -0.00111874 -0.00821895 -0.0118055 0.000959705 0.0049905 0.000715935 0.00576573 0.000652623 9.60187e-05 0.00253571 -0.022407 0.00137723 -0.00547191 -0.000872503 -0.00101776 0.00283299 0.00934022 0.0118993 0.0132453 0.00958391 0.0181704
internal_weight=2793.64 1121.04 54.8266 35.9905 23.5446 1066.21 35.7366 29.7443 1672.6 95.3847 1577.21 92.9408 1571.51 1212.98 358.534 12.4459 18.8361 11.9435 1030.48 1016.02 62.8767 14.451 30.064 6.89261 5.99228 5.70031
internal_count=15927 5302 257 168 110 5045 170 142 10625 650 9975 633 9933 7575 2358 58 89 56 4875 4806 389 69 244 33 28 42
is_linear=0
shrinkage=0.0149824
Tree=129
num_leaves=25
num_cat=0
split_feature=86 41 147 102 146 86 149 93 109 134 131 34 29 115 117 89 137 120 78 128 135 147 102 10
split_gain=22.6421 13.7095 13.8379 9.6698 13.2555 9.64165 11.2547 9.29624 8.6639 8.4401 8.38224 8.30449 7.20871 10.2731 8.97796 8.3526 9.24566 7.01072 4.90175 7.53217 4.31157 3.94423 3.47943 1.57719
threshold=3.4023809523809527 1.9950000000000003 0.51287951491886241 2.4740000000000006 0.013550000000000001 2.7409677419354845 0.61941211201079638 28.050000000000004 1.0000000180025095e-35 0.90550000000000008 1.5855000000000004 1.905 3.4365079365079372 1.0500000000000003 0.41650000000000004 0.49000000000000005 7.0500000000000007 1.7890000000000004 0.79285714285714304 0.3665000000000001 -1.0000000180025095e-35 0.39965962962395968 2.1210000000000004 0.59166666666666679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 8 9 -7 10 -5 -1 -3 -9 13 17 -14 23 -17 -2 19 -4 -20 -16 -23 -15
right_child=12 3 18 4 -6 6 -8 11 -10 -11 -12 -13 14 15 21 16 -18 -19 20 -21 -22 22 -24 -25
leaf_value=-0.0016758825884798112 -0.025873427232021257 0.00013103597801205266 -0.018985126466664014 -0.031748094373271876 -0.036086229165297294 0.0021842720403284538 -0.018763310051126046 0.0091981997393348492 0.0017723047563889874 -0.019615464951899517 0.0033606884260343937 -0.0047793416141644479 -0.012866894224493795 -0.00032494040361772167 -0.0059329007168658103 0.0094211084662953037 -0.019259285110299527 0.0093697437433438273 0.017084953149146407 0.01449422946902645 0.0058046273037923963 0.014720161688599048 0.00063658616722885822 0.015306718670506108
leaf_weight=1384.12967851758 4.3201893493533161 738.79706463962793 3.4683109968900672 2.0429381728172329 3.503795586526393 214.35260394215584 5.9162817001342765 54.209230057895184 11.328969165682791 5.9119925796985617 238.6623073220253 11.579535260796545 3.3361042737960807 1.6352163031697298 2.4763040095567694 5.2924995422363263 4.8216533586382866 1.7927421033382414 12.447974443435667 2.6693867668509483 19.553665958344936 43.85190998762846 4.3261935636401168 12.715634062886236
leaf_count=6813 27 4672 20 12 21 1199 35 383 73 30 1676 77 23 12 18 41 36 15 94 15 149 348 34 104
internal_value=1.37183e-05 -0.000224638 -0.00107943 0.00110453 -0.010146 -0.00129069 0.00162163 0.00128652 -0.00334894 -0.00175218 0.000919607 0.006738 0.00764784 0.00183538 0.0109398 0.00617629 -0.00425152 -0.0155376 0.00784018 -0.0044244 0.0101925 0.0125077 0.0134555 0.0135256
internal_weight=2793.14 2708.57 1648.45 1060.12 16.8757 1610.31 220.269 1043.25 13.3719 1390.04 977.459 65.7888 84.5684 30.5779 53.9905 24.465 10.1142 6.11293 38.1393 6.1377 32.0016 50.6544 48.1781 14.3509
internal_count=15927 15269 8355 6914 106 8077 1234 6808 85 6843 6348 460 658 235 423 193 77 42 278 35 243 400 382 116
is_linear=0
shrinkage=0.0149824
Tree=130
num_leaves=25
num_cat=0
split_feature=41 147 91 102 84 109 102 31 37 41 141 132 28 98 91 5 122 122 6 135 49 12 3 119
split_gain=14.7374 13.8495 8.47246 8.42103 11.8965 8.99754 7.94384 7.82846 12.7024 9.8767 7.51407 6.83845 6.67353 6.58444 10.0123 13.2384 11.6688 7.66331 6.69187 4.5483 4.27154 4.08196 8.45282 1.42936
threshold=1.9950000000000003 0.51287951491886241 0.42458333333333337 2.3920000000000003 0.047500000000000007 1.0000000180025095e-35 1.1075000000000002 0.21458087367178272 0.69491548127902447 1.9350000000000003 1.5930000000000002 1.2930000000000004 6.1833333333333345 0.68990384615384626 0.074999999999999969 1492.9157274658016 1.8535000000000001 3.5475000000000003 1466.0889274047354 0.13800000000000004 2.8050000000000002 0.36666666666666675 1558.8512953687668 1.5500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 13 5 -5 20 9 -9 -1 -6 -7 21 17 16 -16 -15 18 -2 -19 -4 22 -3 -23
right_child=3 12 6 4 10 11 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 19 -20 -21 -22 23 -24 -25
leaf_value=-0.00088306212455698473 0.012406637460195893 0.01057577065774656 0.0083186259474801964 -0.026123273888721814 -0.036467558342688597 -0.0073147763373088452 -0.036391389240802152 0.0019571960577413647 -0.030569438228498551 -0.0043810724479928335 -0.0021864115389762756 0.014154749354351959 -0.01568399625847092 0.00064629748943122883 -0.0060923445879657485 0.010001644507971226 -0.00566884098972344 -0.0341982740443579 0.002379433820889316 -0.00064633810341527384 -0.016619999795963757 0.018988970964822341 -0.011398586345805307 0.0064451990123377424
leaf_weight=1196.5480358079076 15.30016305297613 18.579453542828563 2.6588582098484022 2.6344796866178575 4.2676058411598197 6.2269812375307065 2.8158298432826996 226.83147572726011 2.7274380326271048 213.52171432971954 2.1625302582979202 7.158771924674511 2.5013126358389846 284.02539163827896 15.517362393438814 44.016108192503452 85.434592470526695 2.0168127045035358 634.58804558217525 1.6480202376842497 3.6692433208227158 10.14256017655134 4.9833766967058173 2.5523057281970969
leaf_count=5914 115 148 16 16 25 40 14 1227 17 1138 15 50 14 1738 98 283 559 16 4332 14 16 69 34 19
internal_value=1.35926e-05 -0.000867146 -0.00107525 0.00135864 -0.00772363 -0.000813974 -0.015457 -0.000995045 0.00157074 -0.00141275 -0.0249385 0.00416724 0.00798537 0.00154699 0.000104771 0.00580676 -0.000814027 0.00249367 0.0026155 -0.0191106 -0.00614162 0.00961826 0.00592834 0.0164671
internal_weight=2792.53 1687.53 1648.77 1105 22.4504 16.0202 9.14393 1639.63 229.559 1410.07 6.43014 13.3858 38.759 1082.55 428.993 59.5335 369.46 653.553 649.888 3.66483 6.3281 36.2577 23.5628 12.6949
internal_count=15927 8626 8342 7301 146 106 46 8296 1244 7052 40 90 284 7155 2678 381 2297 4477 4447 30 32 270 182 88
is_linear=0
shrinkage=0.0149824
Tree=131
num_leaves=26
num_cat=0
split_feature=86 51 131 126 29 7 131 5 86 143 28 42 26 5 90 29 115 120 90 91 39 20 100 54 127
split_gain=22.0708 13.0514 9.0563 10.6463 11.5954 9.59127 10.2489 9.37894 8.31962 10.9502 7.71303 8.75573 8.45467 7.46013 7.22292 7.09384 9.93893 6.65835 6.40077 13.7366 5.37844 4.83365 3.37265 2.68575 2.04278
threshold=3.4023809523809527 1.2450000000000003 1.5635000000000001 1.0500000000000003 3.3166666666666669 34.620734926313851 0.41450000000000004 1482.9738696780332 2.709384164222874 -1.2689999999999997 3.1055555555555561 2.4750000000000005 0.45183333333333336 1504.9327771194437 -0.089999999999999927 3.4365079365079372 1.0500000000000003 1.7890000000000004 -0.13583333333333322 0.077083333333333323 0.076283077659245066 1.5000000000000002 2.9000000000000004 1.5250000000000001 1.9500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 -7 -1 9 13 11 -10 -12 -3 -11 16 17 -2 19 -18 -5 22 24 -20 -17
right_child=15 8 3 20 -6 6 -8 -9 10 14 12 -13 -14 -15 -16 21 18 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.0043936717947366411 -0.025110786926193202 -0.0030287568975968246 -0.008723444738209336 -0.047797658683093221 0.0034281287524021735 -0.010682514521561638 0.0045881972472091841 -0.00090224073137959351 -0.020152507077471335 -0.0043451261580758757 -0.0043660387277097302 -0.00056764813290846681 0.00648017052064677 -0.014825988479455711 -0.0009556868451370945 0.013933890873415376 0.0063006336555069403 0.0092634504313447389 0.015180354577887429 -0.036210857150064647 0.0038831739425791243 -0.0055851218557162897 -0.0085610370568716294 -0.0025119204252027406 0.004228771163222041
leaf_weight=81.282855153083801 4.383602142333987 24.074624210596085 35.138830177485943 0.45264337956905265 35.370592437684536 10.604363866150377 141.60317053645849 981.18417888879776 6.130939543247222 173.90571944415569 20.377452358603477 31.199542999267578 77.442994400858879 24.054551675915718 748.82208080589771 42.621935680508614 7.5846591964364105 1.777940049767494 12.279241435229773 2.20137108117342 316.41337881237268 3.7333759739994994 1.7141798511147488 2.2843064218759528 5.4961536526679984
leaf_count=481 27 110 227 3 216 69 966 5937 30 782 105 161 420 110 3487 340 56 15 100 16 2165 26 14 21 43
internal_value=1.34593e-05 -0.00022125 0.000642965 0.00263769 -0.00262769 6.82305e-06 0.00352428 -0.000497083 -0.00147306 -0.00195789 0.00200968 -0.00378416 0.00422074 -0.00892492 -0.00159449 0.00757329 0.00180698 -0.015192 0.00610849 -0.00326241 0.00380934 0.0108578 0.0120897 0.0124053 0.0128254
internal_weight=2792.13 2708.06 1602.05 387.375 70.5094 1214.67 152.208 1062.47 1106.01 970.857 135.151 37.3305 97.8204 48.1292 922.728 84.0768 30.5111 6.16154 24.3496 9.78603 316.866 53.5656 49.8323 14.5635 48.1181
internal_count=15927 15269 10064 2611 443 7453 1035 6418 5205 4489 716 191 525 220 4269 658 235 42 193 72 2168 423 397 121 383
is_linear=0
shrinkage=0.0149824
Tree=132
num_leaves=26
num_cat=0
split_feature=51 131 29 98 26 142 93 31 7 36 31 104 41 123 44 24 31 104 136 129 8 0 142 134 26
split_gain=14.9812 9.67723 8.94523 17.8717 10.8785 9.38987 7.98763 10.4723 11.1153 7.88282 7.10338 14.1891 11.6186 6.85261 7.33553 6.8736 9.05366 9.27652 8.08204 7.79396 7.42976 6.49332 12.5279 6.78992 3.92764
threshold=1.2450000000000003 1.5635000000000001 3.3166666666666669 0.68990384615384626 0.40316666666666673 -0.73549999999999993 22.050000000000004 0.20362176335627663 -40.791995661634012 12.275000000000002 0.22778543677152521 1.1765000000000001 2.4650000000000003 2.3245000000000005 7.2150000000000007 0.61250000000000016 0.10505093378607806 0.74250000000000005 2.9500000000000006 0.77500000000000013 0.20714285714285713 1422.6813381383934 0.19500000000000003 0.38900000000000007 0.42387500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 7 9 -9 -1 12 -12 -8 15 -15 18 17 -17 24 -18 -20 22 -4 -23 -2
right_child=13 2 21 5 -6 -7 10 8 -10 -11 11 -13 -14 14 -16 16 19 -19 20 -21 -22 23 -24 -25 -26
leaf_value=-0.0015882627109814014 -0.0083343602435268522 -0.028408714353229284 0.0041199088690769487 -0.0181138516076421 0.0035668468259191207 -0.0018370189065408844 0.0020899965621681079 -0.0078831931162514357 0.0031777174123030333 0.0099362402184110764 0.00082486525398797847 -0.021754052982969143 0.01177305254329214 -0.0029475085778282407 -0.032383602947053981 0.010191936904115909 0.00014994059563135342 -0.0068038784718839548 0.0060824735892425329 -0.015825386160774193 -0.0023290606561595321 0.0076122958981782955 -0.0092401606097077451 -0.00010825635991839964 0.010400701614323975
leaf_weight=683.7930281534791 2.9526360630989101 2.4464395195245734 77.071022436022758 16.037374399602417 100.49439054727554 15.787622086703776 242.10110677778721 22.37730548530817 230.10088627785444 13.5876237899065 32.129689559340477 7.7555920481681815 31.426341615617275 4.5214693546295157 3.2781085520982742 37.488816022872925 199.50449413061142 8.9249811321496946 24.27096451818943 7.099112555384635 817.84108234196901 142.724679723382 19.803474880754948 31.150793209671974 16.822427183389664
leaf_count=4045 14 13 492 96 773 100 1525 142 1507 111 215 51 262 20 15 175 958 43 110 33 3850 956 130 207 84
internal_value=1.33328e-05 0.000913594 0.00292732 -0.000226719 0.00280692 -0.0100393 0.000267179 -0.000417159 0.00219738 -0.00136372 0.0023412 -0.00356556 0.00320251 -0.00132482 -0.0153194 -0.00122691 0.000944308 0.00692378 -0.0018643 -0.00039899 -0.00208663 0.00449724 0.00138879 0.00622911 0.00760334
internal_weight=2791.49 1668.79 405.516 134.766 102.941 31.825 1263.27 949.859 252.478 697.381 313.413 39.8853 273.527 1122.7 7.79958 1114.9 253.017 46.4138 861.887 206.604 842.112 270.75 96.8745 173.875 19.7751
internal_count=15927 10625 2767 982 786 196 7858 5805 1649 4156 2053 266 1787 5302 35 5267 1209 218 4058 991 3960 1785 622 1163 98
is_linear=0
shrinkage=0.0149824
Tree=133
num_leaves=26
num_cat=0
split_feature=86 89 89 86 86 136 125 52 128 108 96 92 38 112 38 8 45 90 149 46 23 124 131 55 136
split_gain=17.6263 16.2522 16.0669 37.1288 16.5725 13.7293 10.7516 12.1093 10.7355 9.31416 8.96194 8.90153 8.29578 7.94435 8.54062 7.56554 7.53326 7.49852 6.74631 5.55513 4.45009 3.35077 4.99363 1.81275 0.802049
threshold=2.9325757575757581 0.17000000000000001 1.0000000180025095e-35 1.1250000000000002 1.9186507936507939 2.9500000000000006 2.2915000000000005 1.9450000000000001 0.55000000000000016 1.5000000000000002 3.5000000000000004 0.42625000000000007 0.27886774088781485 0.52250000000000008 0.17767103328735276 1.1083333333333336 1.5950000000000004 0.37125000000000002 0.49748501315214438 5.9450000000000012 4.791666666666667 1.1000000000000003 0.58550000000000002 1.7550000000000001 7.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 5 24 8 13 16 -8 -5 -6 11 12 -3 18 -15 -13 -7 19 -1 -12 21 22 -2 -23 -4
right_child=1 10 3 4 9 6 7 -9 -10 -11 17 15 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=-0.0054239176945302539 -0.014078667183183107 -0.0045315717184292387 -0.038155252935032698 -0.012672982733016961 0.00030281255614642726 -7.9435484637810813e-05 0.0087284318656239094 2.9889359974870063e-05 0.0037703200538484853 -0.0033130579569280155 0.0061854920018343902 -0.0069793093390575281 0.0032782983501775621 -0.0280319023732701 0.0047833852556368114 0.017233740673665898 -0.023069243553727511 -0.019263970925364797 0.017294443093306661 -0.011440124435036744 -0.0059692523251620956 0.016761120388005219 0.010386888578506098 0.0071142730189999205 -0.028534796891455799
leaf_weight=3.3948950767517116 2.2500704601407042 84.905015245079994 4.7411613315343839 46.693610318005085 394.32694882899523 1558.7217887118459 68.260077856481075 75.834708288311958 11.015174359083174 268.99840688705444 114.53631994873285 3.9872540533542624 47.672454312443733 1.9491488933563257 20.551692582666874 10.59063922613859 3.2059949040412894 2.793976202607154 21.616178765892982 4.1596593931317321 3.1028222292661658 26.958502225577831 11.165383070707319 5.2190411090850821 3.299512654542923
leaf_count=17 14 551 20 210 2025 8796 562 457 50 1415 798 24 277 14 125 69 13 20 130 36 23 210 78 37 14
internal_value=0.000103697 0.00342859 -0.000321309 -0.00219054 -0.0018335 0.000455871 0.000234635 0.00415053 -0.00953436 -0.00116353 0.00198504 -0.000501377 -0.00172328 0.00839987 0.00194071 0.0106111 -0.000126624 0.00499673 0.0142107 0.00556781 0.0113923 0.0125739 0.00628345 0.0151965 -0.0342076
internal_weight=2799.95 317.341 2482.61 729.075 721.034 1753.53 1706.02 144.095 57.7088 663.325 268.645 147.155 132.577 47.5119 22.5008 14.5779 1561.93 121.49 25.0111 118.696 48.6958 45.593 13.4155 32.1775 8.04067
internal_count=15985 2137 13848 3734 3700 10114 9828 1019 260 3440 1775 921 828 286 139 93 8809 854 147 834 362 339 92 247 34
is_linear=0
shrinkage=0.0149824
Tree=134
num_leaves=30
num_cat=0
split_feature=93 131 143 42 135 90 35 135 40 40 110 27 130 141 29 50 143 90 5 89 4 35 42 4 104 110 30 136 4
split_gain=11.1867 15.3441 11.9008 10.3527 10.1947 10.9489 10.0096 9.96383 13.1142 10.0341 9.96248 9.80694 9.41348 11.6827 9.21003 9.00477 8.93394 8.68703 8.35012 7.97482 7.80227 8.21011 6.6947 13.5271 7.21153 5.53201 5.27961 4.20749 3.9541
threshold=19.050000000000004 1.4145000000000001 2.0335000000000005 2.2650000000000001 0.18900000000000003 -0.73499999999999988 6.2550000000000008 -0.64699999999999991 2.3350000000000004 3.7750000000000004 20.350000000000005 0.48292857142857148 1.2110000000000001 0.60250000000000015 2.1339285714285716 2.2150000000000003 -0.33549999999999996 0.37125000000000002 1470.8412557418305 0.85000000000000009 1449.9142057179813 3.9050000000000007 3.0850000000000004 1398.3513422518147 1.7575000000000001 9.8500000000000032 0.18430384471817837 5.9500000000000011 1476.6980914632165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 26 12 -6 19 8 20 10 -10 14 13 -3 16 -7 -9 -16 -14 -1 21 -2 23 -13 -24 -22 -4 -5 -8
right_child=7 4 3 27 5 15 28 11 9 -11 -12 22 18 -15 17 -17 -18 -19 -20 -21 25 -23 24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0010792344596670168 -0.00044866126274388182 0.0013724734009447205 -0.014446764230021881 -0.013599865114984686 -0.029934565197476757 -0.00066695571270366312 0.014749075209095984 -0.033452282501569487 -0.013519482805788097 0.0077787855018677625 -0.043113477165798601 -0.018925697822751771 -0.0089283464793888205 -0.012115189089624149 0.00039327943234835039 -0.035034432595825962 -0.001370774137001491 -0.024957363459738674 0.0053045203013111159 -0.0049813866944596174 -0.0037559731967716312 -0.035460273807794672 0.004799218090335242 0.0016791086518669293 -0.00665557397600586 0.012757896990211392 0.018596434930993652 -0.036560615650143992 0.0021027511851979082
leaf_weight=1158.7911919727921 4.5831736922264126 142.98024123907089 2.1897844448685628 3.0252363830804825 2.9884501099586478 171.24238675832748 11.53489324450493 3.6487257182598114 14.28063221275807 3.9001994654536238 3.1093747839331618 7.4160869419574729 9.6453742235898954 16.031861387193203 300.21066302061081 1.7286021932959545 4.1813957914710036 3.0652331933379164 227.2803128734231 130.83793634921312 7.2091362103819874 2.2373577132821083 323.86728822439909 200.83588939160109 12.825700066983698 12.36126174032688 2.1521847695112228 4.3929574340581894 10.696158669888971
leaf_count=6181 28 790 13 17 19 1040 102 21 80 24 18 43 65 88 1774 17 24 19 1461 646 46 16 1941 1219 84 81 15 22 91
internal_value=0.000102243 -0.000551741 -0.0014378 -0.0164424 0.001499 -0.00150166 -0.0013033 0.00147393 -0.00519184 -0.01394 -0.018811 0.00184521 0.00283252 1.26233e-05 -0.000277156 -0.00101042 -0.0163204 0.000137056 0.00472509 -0.00147512 0.00186549 -0.0119337 0.00305685 0.000945346 0.00436287 0.00667469 0.00193178 -0.027197 0.00866448
internal_weight=2799.25 1895.52 1323.62 11.7602 571.897 175.959 1311.86 903.732 47.6811 21.2902 17.39 856.051 395.938 159.012 311.106 172.971 7.83012 303.276 236.926 1289.63 26.3909 6.82053 544.945 208.252 336.693 19.5704 4.34197 7.41819 22.2311
internal_count=15985 10567 7087 67 3480 1076 7020 5418 293 122 98 5125 2404 878 1838 1057 45 1793 1526 6827 171 44 3287 1262 2025 127 28 39 193
is_linear=0
shrinkage=0.0149824
Tree=135
num_leaves=24
num_cat=0
split_feature=86 89 89 86 86 136 30 127 53 23 89 96 92 7 90 39 8 42 94 23 117 15 136
split_gain=17.1638 15.928 15.4317 35.7788 16.0002 13.384 11.1315 10.4637 12.5464 9.2339 8.79631 8.67693 8.67294 8.83339 8.07638 7.90412 7.43557 6.22353 5.01296 4.37223 2.49262 3.15061 0.755791
threshold=2.9325757575757581 0.17000000000000001 1.0000000180025095e-35 1.1250000000000002 1.9186507936507939 2.9500000000000006 0.14093535572408813 1.8820000000000003 2.1050000000000004 3.8452380952380958 0.030000000000000002 3.5000000000000004 0.42625000000000007 26.234134776855402 0.38291666666666674 0.10815294780740382 1.1083333333333336 8.7850000000000019 16.050000000000004 4.791666666666667 0.41650000000000004 0.63333333333333341 7.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 5 22 6 15 -5 9 -9 -7 -6 12 13 -3 17 -1 -14 -13 -17 20 -2 -22 -4
right_child=1 11 3 4 10 7 -8 8 -10 -11 -12 14 16 -15 -16 18 -18 -19 -20 -21 21 -23 -24
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leaf_weight=2.4657727777957907 1.9542686417698849 126.35712755471468 4.7766779959201795 33.243612751364708 4.0526666492223731 1228.8454999551177 24.638109289109707 172.23472636938095 104.09308794140816 200.03320024907589 659.66241329163313 117.013432726264 4.0031040981411925 6.4183854088187209 2.1177437752485266 22.15224714577198 10.481373488903044 1.9315357655286778 22.654435969889164 3.1137826368212691 15.390459343791006 27.846241734921932 3.3143216371536255
leaf_count=16 13 785 20 146 21 6730 114 1321 564 1213 3419 823 24 43 15 134 69 16 136 23 107 219 14
internal_value=0.000100815 0.00338587 -0.00031823 -0.00214899 -0.00179769 0.000444051 -0.00935237 0.000226047 0.00289488 -0.000290073 -0.00113885 0.00196009 -0.000482772 -0.00168369 0.00493156 0.00830785 0.0105257 0.00544792 0.00974502 0.0113058 0.012489 0.0132371 -0.0334797
internal_weight=2798.79 316.627 2482.17 729.688 721.597 1752.48 57.8817 1705.21 276.328 1428.88 663.715 268.323 147.26 132.776 121.063 47.2725 14.4845 118.945 44.8067 48.3048 45.191 43.2367 8.091
internal_count=15985 2137 13848 3734 3700 10114 260 9828 1885 7943 3440 1775 921 828 854 286 93 839 270 362 339 326 34
is_linear=0
shrinkage=0.0149824
Tree=136
num_leaves=25
num_cat=0
split_feature=127 53 126 27 27 99 35 102 53 38 31 12 119 36 122 28 49 133 20 95 107 20 29 16
split_gain=10.0371 12.2295 10.862 9.72349 13.1022 15.4716 9.65124 7.92651 7.30859 9.88411 7.63014 7.16658 10.8204 9.91716 7.16248 9.02909 8.57743 8.56624 7.94131 10.8434 10.2079 7.14152 7.04657 5.05084
threshold=1.8165000000000002 2.0150000000000001 0.38750000000000007 0.56707142857142878 0.57527777777777789 0.76696832579185525 3.9750000000000005 0.74950000000000017 3.6450000000000005 0.33000306184935707 0.13929238431209792 0.36666666666666675 2.1000000000000005 4.5250000000000012 1.8920000000000001 3.5277777777777781 2.0650000000000004 1.7890000000000004 1.0000000180025095e-35 -1.499999999999998 0.77250000000000008 3.5000000000000004 3.5857142857142863 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 6 8 23 -6 7 -1 9 -4 -10 21 13 -13 15 17 -17 -3 19 -16 -20 22 -2 -5
right_child=1 14 3 4 5 -7 -8 -9 10 -11 -12 12 -14 -15 18 16 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.032102362279373887 0.0044217877308630037 0.0051270542953532729 -0.00054295325323626832 0.012595507647804361 0.0032015858824126194 -0.0045864634919831806 0.013317536506879703 -0.0071842078239879939 -0.011533704769766819 0.012594645044891413 0.0009201545874937293 -0.0032668424671583205 -0.032971683358919132 0.0078894842809131543 -0.024524091424887026 -0.013027060396145309 0.0040243799242572972 -0.0067636567499910708 -0.0056428584356621007 0.0080323235257901381 -0.03492548007080154 -0.022541998418955003 0.011322396453682616 0.0032750342849819924
leaf_weight=5.5601315498352033 86.645506136119366 18.419772163033485 1964.4220537990332 32.882928743958473 189.47093664854765 82.055651813745499 2.4830638468265525 5.9130510836839676 27.354762554168701 12.939508646726607 18.518995881080627 38.604787580668926 2.0541659370064727 33.325549133121967 3.0343439429998389 7.0180495083332053 117.37246675044298 51.973987594246864 6.7234854698181135 9.4427331089973467 4.4349089339375496 1.8525910526514042 53.869264028966427 21.640097267925739
leaf_count=25 698 97 10949 183 1101 440 15 27 115 58 79 256 16 269 17 43 664 277 42 58 27 14 391 124
internal_value=9.94014e-05 0.0021915 -0.000285488 -0.000207199 0.00219387 0.000848028 -0.0134639 -0.0192601 -0.000594139 -0.000456983 -0.00650615 0.00471626 0.000933649 0.00190192 -0.000309351 0.000635737 0.00306234 -0.00365224 -0.00809799 0.00011478 -0.0172813 0.00668198 0.00706728 0.00889623
internal_weight=2798.01 434.772 2363.24 2349.28 326.05 271.527 13.9562 11.4732 2023.24 1977.36 45.8738 216.352 73.9845 71.9303 218.42 194.784 124.391 70.3938 23.6355 12.4771 11.1584 142.367 140.515 54.523
internal_count=15985 2869 13116 13049 1848 1541 67 52 11201 11007 194 1644 541 525 1225 1081 707 374 144 75 69 1103 1089 307
is_linear=0
shrinkage=0.0149824
Tree=137
num_leaves=27
num_cat=0
split_feature=131 96 77 3 35 28 102 85 37 47 3 47 147 101 23 2 141 106 23 141 148 27 4 27 85 54
split_gain=9.4637 12.3132 10.0707 11.7796 10.2583 9.04816 12.1377 11.3009 9.81471 8.66325 10.0622 12.1528 9.93988 10.7213 11.4841 9.60759 12.363 8.90559 8.72379 7.87417 7.44866 7.34918 12.5696 10.5522 0.45103 0.0126153
threshold=1.4720000000000002 4.5000000000000009 3.2761904761904765 1481.0998640132495 5.745000000000001 7.5277777777777786 2.1210000000000004 0.072307692307692267 0.10919122585272996 1.4650000000000001 1619.6368272018697 1.1150000000000004 0.40281214142283422 2.1000000000000005 2.2250000000000005 -3.4134442028166627 -0.75349999999999995 1.0000000180025095e-35 3.4142857142857146 0.30250000000000005 0.24343465278309467 0.51950000000000018 1362.9662126513729 0.50950000000000017 0.072307692307692267 1.4950000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 20 6 8 -8 -3 10 21 -12 13 14 -11 16 -14 -17 -13 -6 -1 23 -23 -2 25 -7
right_child=9 5 3 -5 19 24 7 -9 -10 12 11 18 15 -15 -16 17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27
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leaf_weight=326.1728590503335 249.40201126784086 1.6867217868566502 2.4437584578990927 2.4449726641178131 16.053738959133629 4.0144035741686803 26.837974272668362 5.3542111888527861 606.07925629615784 12.745195761322973 2.4428084269165975 5.5195719823241234 47.811567008495331 4.586504101753234 28.969800740480423 17.000377908349037 190.54740922898054 92.886950694024563 2.2462977468967438 15.102873615920542 1043.5152500867844 2.3066338226199141 76.323830977082253 10.081023953855036 1.7736467719078062 3.1918885260820389
leaf_count=1962 1827 11 13 17 137 27 173 31 3585 62 20 39 242 24 144 87 992 499 18 130 5293 15 527 67 14 29
internal_value=9.79949e-05 -0.000425977 -0.00121401 -0.0226802 -0.0011391 0.00128107 0.0010715 -0.00789381 0.00154638 0.00154723 0.00326919 -0.0113857 2.70089e-05 -0.00649479 -0.0041042 0.000894123 -0.000795552 0.00455923 -0.0205539 0.00736167 -0.00133247 0.00371167 0.00772429 0.00249573 0.0162158 0.0178816
internal_weight=2797.54 2054.67 1405.73 4.88873 1400.84 648.938 639.958 32.1922 607.766 742.87 348.322 10.2087 394.548 46.3015 41.715 348.246 238.359 109.887 7.76587 31.1566 1369.69 338.114 78.6305 259.483 8.97994 7.20629
internal_count=15985 11422 7552 30 7522 3870 3800 204 3596 4563 2513 77 2050 230 206 1820 1234 586 57 267 7255 2436 542 1894 70 56
is_linear=0
shrinkage=0.0149824
Tree=138
num_leaves=30
num_cat=0
split_feature=86 86 86 86 141 103 1 125 72 11 137 10 80 11 3 98 122 23 6 99 44 10 138 28 4 40 27 79 92
split_gain=16.6277 13.8462 28.8961 14.1493 12.2263 9.84784 9.62946 9.58909 12.2058 9.75523 7.91219 10.4817 13.4576 9.01524 10.4122 7.81624 7.23447 7.16334 9.85302 8.44286 6.35321 10.5271 12.1255 5.89397 9.61329 5.00182 3.81311 3.50826 0.539175
threshold=2.9325757575757581 1.0000000180025095e-35 1.9186507936507939 1.1250000000000002 -2.4334999999999996 0.68650000000000022 1498.5595640433778 2.2915000000000005 1.0000000180025095e-35 2.378571428571429 8.8500000000000032 0.92261904761904778 0.075826485536503105 1.3785714285714288 1599.9807587692469 0.53589743589743599 1.1520000000000001 3.8452380952380958 1484.2391635604511 0.6858552631578948 9.2900000000000009 2.9666666666666672 2.5000000000000004 3.2111111111111117 1460.7939051662629 3.3450000000000002 0.48527777777777786 2.7914554781410312 0.030833333333333251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 28 -4 -5 10 17 27 -10 13 16 -13 14 -2 -6 -12 18 -1 -19 23 22 -22 24 -8 -15 -25 -9 -3
right_child=6 2 4 5 15 -7 20 8 9 -11 11 12 -14 25 -16 -17 -18 19 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30
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leaf_weight=163.38533528894186 30.552068397402763 3.6213970184326163 2.4057627767324439 31.041308522224426 127.94075777381659 27.005036324262619 2.1606670394539824 7.0707100480794898 22.562200993299484 55.740218237042427 6.7615687847137478 28.050334818661213 5.0360370725393286 56.671910814940929 2.7243933156132689 533.63665506988764 15.258399434387682 134.4382616057992 1205.6880398765206 102.14006359875202 3.5698303729295722 3.5114491879940024 37.418138287961483 20.041015140712261 32.335437469184399 2.0789777040481559 69.580655850470066 61.317359022796154 3.3343423902988434
leaf_count=891 193 15 12 137 667 123 12 47 133 342 38 187 31 395 19 2761 102 871 6711 600 23 23 256 133 219 12 494 524 14
internal_value=9.66239e-05 -0.00031545 -0.00205067 -0.0115843 -0.00111736 -0.0091645 0.00333491 0.000406413 0.00407319 3.42602e-05 0.000533961 -0.00395588 -0.00928652 0.0032225 -0.00300839 -0.000994761 0.00405375 7.14201e-05 -0.000344574 0.00247877 0.00577898 0.000921999 0.00305492 0.00752034 0.00225787 0.00675166 0.0095459 0.00869765 -0.0317772
internal_weight=2797.08 2481.33 728.985 65.0021 663.983 58.0463 315.751 1752.34 146.69 78.3024 147.134 55.1063 33.0864 92.0274 33.2765 661.577 22.02 1605.65 1369.07 236.578 168.617 44.4994 40.988 124.118 34.4961 58.7509 89.6217 68.3881 6.95574
internal_count=15985 13848 3729 289 3440 260 2137 10119 1046 475 977 358 218 619 212 3428 140 9073 7602 1471 1160 302 279 858 231 407 627 571 29
is_linear=0
shrinkage=0.0149824
Tree=139
num_leaves=26
num_cat=0
split_feature=86 89 89 86 86 136 26 30 145 89 125 96 112 38 91 38 44 149 27 86 126 39 145 26 91
split_gain=16.1702 15.6288 14.4039 33.4711 14.8913 13.0322 12.1722 10.6242 9.2314 8.59257 8.41324 8.3333 7.83423 8.01639 7.70327 13.2409 6.76622 6.6696 6.5283 12.3392 5.97485 5.41237 3.21655 3.48093 0.807599
threshold=2.9325757575757581 0.17000000000000001 1.0000000180025095e-35 1.1250000000000002 1.9186507936507939 2.9500000000000006 0.3886607142857143 0.14093535572408813 0.15985000000000002 0.030000000000000002 2.2915000000000005 3.5000000000000004 0.52250000000000008 0.17767103328735276 -0.3241666666666666 0.27886774088781485 6.1250000000000009 0.49748501315214438 0.48612500000000008 3.226495726495727 0.61250000000000016 0.27715246302849011 0.9930000000000001 0.41267857142857145 -0.04541666666666664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 5 24 7 12 8 -5 -7 -6 -8 14 17 -14 16 -16 -3 -1 19 -13 -2 -20 23 -22 -4
right_child=1 11 3 4 9 6 10 -9 -10 -11 -12 18 13 -15 15 -17 -18 -19 21 -21 22 -23 -24 -25 -26
leaf_value=-0.0054807406969551858 -0.011831624180837469 -0.0012069828039444296 -0.02754268089273636 -0.014505417501826375 0.020757351418213874 -0.035696121253199715 0.00010695562535853833 -0.0015549102941945852 -0.0056570404543896001 -0.0012328971300599552 0.0039592503491423766 -0.0053837737791624452 -0.026892348312442006 0.00459195183618659 -0.0059982302355734551 0.0042774291370408475 0.013802703791710672 0.017143567320852662 0.011896606625974979 0.011642307554317541 -0.0033014866924143769 0.0038871624428207965 -0.007915013504221146 0.014273984711046234 -0.036966190952704099
leaf_weight=3.3913195878267315 2.4039845317602149 12.776768647134306 4.0973415821790695 33.473096176981926 4.0128547102212897 2.4149487167596808 1515.5402756780386 24.721326895058155 46.789970308542252 660.29251174628735 138.92361316084862 29.296802766621113 1.9929481148719812 20.364464029669762 74.927404500544071 45.087100051343441 14.272390104830263 21.266214542090893 34.001136258244514 14.179045662283896 2.6959340050816527 42.750045418739319 1.6835757941007603 40.984180919826031 4.0696074217557889
leaf_count=17 15 86 17 146 21 13 8582 114 233 3419 1000 191 14 125 484 264 87 130 252 108 18 303 11 318 17
internal_value=9.5285e-05 0.00329261 -0.000310681 -0.00207762 -0.00173669 0.00042677 0.000212031 -0.00900397 -0.00713136 -0.00110006 0.000430429 0.00188194 0.00820822 0.0017854 -0.000509972 -0.00213787 0.00671283 0.0140319 0.00480777 0.00016905 0.0111862 0.00743539 0.012406 0.0131892 -0.0322385
internal_weight=2796.41 315.058 2481.35 730.667 722.5 1750.68 1703.67 58.1944 49.2049 664.305 1654.46 267.291 47.0149 22.3574 147.064 120.015 27.0492 24.6575 120.227 43.4758 47.7677 76.7512 45.3637 43.6801 8.16695
internal_count=15985 2137 13848 3734 3700 10114 9828 260 246 3440 9582 1775 286 139 921 748 173 147 854 299 362 555 347 336 34
is_linear=0
shrinkage=0.0149824
Tree=140
num_leaves=23
num_cat=0
split_feature=86 26 86 127 94 34 78 86 150 138 133 27 47 143 12 135 107 144 143 12 101 119
split_gain=20.124 11.2283 11.0927 9.73115 11.172 10.4857 8.17994 7.61058 8.99612 12.7786 11.1368 10.685 6.85308 13.7501 7.26578 6.61159 10.4151 7.43684 2.28349 4.77231 1.49736 1.12158
threshold=2.8804761904761906 0.43050000000000005 2.8762755102040818 1.8660000000000003 14.550000000000002 1.2650000000000003 3.1380952380952385 3.7370689655172415 0.59354565401577208 2.5000000000000004 1.3875000000000002 0.50118055555555563 1.925 -0.60349999999999981 0.22500000000000003 -0.12899999999999998 0.77250000000000008 0.00045000000000000004 0.86450000000000016 1.0000000180025095e-35 0.77500000000000013 0.63350000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 15 8 12 10 -10 -11 14 -14 -2 17 -17 -1 20 -20 -9 -22
right_child=7 2 -4 5 -6 -7 -8 18 9 11 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 -23
leaf_value=-0.0019772203506119674 0.0034420408449738812 -0.0017531775207311831 -0.02387256940724922 0.0063799990508647741 0.00058768416170040479 0.00049413503750732422 -0.027530687025511303 0.00098203260350282636 0.0066355551536222152 -0.0018453080680333822 -0.024628881748445897 0.00675598511965733 -0.02224012987755121 0.0034882675058558791 0.0099250824085895702 -0.002117106344158673 -0.0095830863889992852 0.0083526616608710132 0.01696306794445444 -0.017580091847550543 0.0067712385740226659 0.017194830983354059
leaf_weight=77.446820013225079 95.249220885336399 875.28317354619503 4.4184983223676673 98.17618103325367 959.18588248640299 220.61818140745163 3.0991981476545325 1.7885733395814956 3.7143924161791793 89.729496620595455 8.2114045023918134 50.759225748479366 5.9135764241218594 22.044225290417671 65.482842534780502 120.28221195936203 64.397913932800293 19.604556396603584 1.9371358826756471 1.6731958240270612 2.7930484935641315 13.60129877924919
leaf_count=395 610 4739 24 748 5274 1398 16 14 24 610 52 361 30 115 432 596 321 98 19 13 25 126
internal_value=-3.79687e-05 -0.000527086 -0.000158008 -0.000109345 -0.000529215 0.00230675 -0.00332297 0.00325408 0.00270565 -1.58098e-06 -0.0148913 0.00126238 0.00489243 -0.00195376 0.00608326 -0.00305667 -0.00472049 0.000109436 0.0118379 0.000954145 0.0139989 0.015419
internal_weight=2805.41 2442.51 2157.68 2153.26 1834.47 318.794 284.831 362.898 341.104 152.415 11.9258 140.489 188.69 27.9578 160.732 281.732 184.68 97.0514 21.7933 3.61033 18.1829 16.3943
internal_count=16040 13609 12183 12159 10013 2146 1426 2431 2234 1047 76 971 1187 145 1042 1410 917 493 197 32 165 151
is_linear=0
shrinkage=0.0149824
Tree=141
num_leaves=21
num_cat=0
split_feature=35 27 111 27 115 38 63 4 54 35 47 27 96 117 24 26 111 135 102 7
split_gain=11.7048 10.5371 13.3186 9.09699 10.721 9.03712 8.61359 8.43921 8.01101 12.563 11.2483 7.58248 10.0182 9.23064 9.20929 10.0561 8.34053 7.4412 6.80065 3.05175
threshold=3.3550000000000004 0.56816666666666682 1.3500000000000003 0.57316666666666671 2.4500000000000006 0.24262507764005406 1.0000000180025095e-35 1766.3154745470713 1.3550000000000002 3.2450000000000006 2.0050000000000003 0.46316666666666667 5.5000000000000009 0.87500000000000011 0.73214285714285732 0.50707142857142873 19.350000000000005 0.16150000000000003 2.1210000000000004 -13.244794835794435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 19 -5 -1 17 11 10 -10 -4 14 13 -13 16 -16 -2 -7 -14 -3
right_child=7 2 8 4 -6 6 -8 -9 9 -11 -12 12 18 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.024178602987882641 -0.0018594413713078775 0.00022134793345028454 0.0075644485060337718 -0.0081832499695060588 0.020063088705381919 -0.0016342764234255282 -0.025396167615842527 -0.020961662814298877 -0.016144043327650921 0.0082532095404089529 -0.0019929670901581613 0.0020155055744611782 0.0072578084975318822 -0.0051778805167323567 0.013123135812140932 -0.0011215891507160302 -0.014511369112616988 0.00046642794815109886 -0.0036823871591804384 0.020647488008987358
leaf_weight=3.7871492207050315 125.2551202699542 2.7977999597787857 123.49446480721235 45.710534766316414 3.2293658703565589 1186.4490055292845 3.24511794745922 3.7488971427083007 10.238158643245699 8.8185606375336629 35.613228112459183 459.90630423277617 115.77931230515242 43.861974209547043 18.804503723978996 27.238745950162411 12.900761075317858 555.83255019783974 14.333450995385645 3.973934292793273
leaf_count=23 787 14 671 233 18 6180 13 24 63 59 158 3228 828 308 123 182 80 2923 104 21
internal_value=-3.73406e-05 -0.000660362 0.0023264 -0.00406733 -0.00631937 -0.00105968 -0.00100952 0.0014661 0.00432571 -0.00485414 0.0054252 0.00156887 0.00234643 0.00138919 -0.00110689 0.0046961 -0.00304086 -0.000964098 0.00605262 0.0122083
internal_weight=2805.02 1983.19 233.876 55.7116 48.9399 1749.31 1745.53 821.829 178.164 19.0567 159.108 818.08 633.881 503.768 184.199 46.0432 138.156 1742.28 130.113 6.77173
internal_count=16040 10376 1237 286 251 9139 9116 5664 951 122 829 5640 4468 3536 1172 305 867 9103 932 35
is_linear=0
shrinkage=0.0149824
Tree=142
num_leaves=25
num_cat=0
split_feature=144 35 38 38 144 136 4 38 55 35 43 84 125 126 123 8 1 7 4 149 99 99 28 149
split_gain=12.1452 10.8196 11.0331 10.8644 11.4052 10.5904 10.567 10.5016 9.4817 8.73832 8.38985 8.3419 10.8753 7.78056 7.16965 7.07539 5.61251 10.4843 6.45968 4.52175 4.39507 2.03706 1.01464 0.0381212
threshold=0.015650000000000001 3.3550000000000004 0.24262507764005406 0.2382761837172209 0.013550000000000001 2.9500000000000006 1766.3154745470713 0.27952836248609308 1.7150000000000001 3.4750000000000005 1.0000000180025095e-35 0.0095897832817337016 1.9000000000000001 3.8660000000000005 1.0870000000000002 2.2583333333333337 1718.5048260758142 -60.979409651760299 1387.8317812856515 0.50351689060415483 0.8377192982456142 0.71008403361344552 6.1833333333333345 0.52223612762013494
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 9 7 13 -4 14 -5 -7 19 15 -3 22 -13 18 -18 -16 20 -10 -21 23 -2
right_child=8 3 5 4 -6 10 -8 -9 11 -11 -12 12 -14 -15 16 -17 17 -19 -20 21 -22 -23 -24 -25
leaf_value=-0.027314852942762737 0.02051841852907043 0.00051396536992735602 -0.00090460608496600902 0.0022100848101261885 -0.029719889836687389 -0.00090673431640394121 -0.028615746883725104 0.012589163420565902 0.0066293642145408378 0.0088580746244195686 -0.025019635757336716 -0.040488971171182525 0.0090931415716196066 -0.029990201010967089 -0.015417521448434371 -0.0066336603860953107 0.018205237963618139 -0.024791381529983631 0.0087591699644421865 0.0052290379269032336 -0.016631629156204301 0.021305725297519004 0.0097127327482471916 0.018533086565214192
leaf_weight=3.5197228565812102 2.7813736796379116 583.16983085870743 25.601405702531338 113.65600916743279 2.1726978048682204 1881.3275335580111 2.8278883025050154 26.191223680973053 3.9453602731227893 72.816942490637302 3.2446068525314322 3.3513313159346563 2.9097059592604637 1.8829928189516056 2.6402569189667693 2.3624800518155098 2.0251134857535362 3.4276284351944915 41.051474124193192 3.8378731980919838 3.3900439739227295 3.2822319269180298 3.3621346354484549 9.9435736909508687
leaf_count=21 15 4014 147 699 16 9817 18 138 20 585 13 17 19 15 19 16 15 22 269 21 16 17 23 68
internal_value=-3.67274e-05 -0.000214493 -0.000812738 0.00128002 0.00440845 -0.000764565 0.000276134 0.00591912 0.00543128 0.0048061 -0.000948249 -0.00282221 -0.0144844 0.000415786 0.00835138 -0.026491 0.00550951 -0.0088227 0.00729818 0.00413492 -0.00412068 0.0126401 0.017033 0.0189671
internal_weight=2804.72 2716.41 1939.88 776.526 188.646 1936.36 587.881 51.7926 88.3106 186.473 1884.57 23.079 8.62352 585.053 65.2316 5.71381 49.1445 5.45274 43.6917 14.4555 7.3354 7.12011 16.0871 12.7249
internal_count=16040 15483 10136 5347 1300 10115 4047 285 557 1284 9830 126 52 4029 431 33 325 37 288 74 36 38 106 83
is_linear=0
shrinkage=0.0149824
Tree=143
num_leaves=24
num_cat=0
split_feature=86 86 36 55 36 1 150 133 101 100 86 86 23 120 4 85 122 7 91 90 90 142 123
split_gain=19.4383 10.3468 10.288 10.3804 9.87331 8.42502 9.75765 13.5351 10.3401 9.64275 8.40546 23.4349 9.51721 7.85921 7.37894 6.32519 12.7752 10.2322 7.11519 8.5958 5.5511 4.35203 3.85638
threshold=2.8804761904761906 2.8762755102040818 4.4050000000000011 1.385 4.4650000000000007 1489.3704662676614 0.59354565401577208 1.8820000000000003 1.7750000000000001 1.1000000000000003 1.0000000180025095e-35 1.8603896103896107 3.8452380952380958 1.4365000000000003 1477.5207241611258 0.11128054740957956 2.4470000000000005 -34.119680925678828 -0.30291666666666656 -0.90749999999999986 -0.4729166666666666 0.11550000000000002 0.87850000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 21 -5 6 13 9 -9 -8 12 -12 -1 14 -2 18 17 -17 22 -20 -15 -4 -7
right_child=5 -3 3 4 -6 15 7 8 -10 -11 11 -13 -14 20 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.00080860224049778418 -0.0050213438298086256 -0.022251191922560015 0.01297473791360682 0.013535744954157419 0.00036344819814231635 -0.0058925011955452558 -0.024574173659995147 0.0057531162048434286 -0.013709238060321836 -0.0058301054615550992 -0.012667692930536901 -0.0015470631211942636 0.0025937786067880973 -0.012082429877812982 0.0069548765620957003 -0.018006277244226532 -0.026079740580301495 0.0048532341978641631 -0.036579911366066177 0.005793565254075957 0.011313682168357393 0.0037622378576497432 0.016730206228539667
leaf_weight=1233.5103254541755 26.752646908164024 4.9065688252449027 23.174864672124386 13.25913269817829 348.55505775660276 1.851981140673163 8.449463218450548 33.47350762784481 7.5007386729121199 22.74439948797226 46.226056188344955 533.00679887831211 217.01406772434711 2.4545197859406462 20.319492094218731 4.8374358564615241 3.6869250684976569 48.094915792346001 1.0835792720317829 129.79273048788309 31.370352156460285 22.869661428034306 19.508499965071678
leaf_count=6792 156 26 204 72 2112 13 49 242 53 154 200 2673 1334 17 121 31 26 328 7 881 215 196 138
internal_value=-3.61216e-05 -0.000516269 -0.00047252 0.00169883 0.000846164 0.00320428 0.000534078 -0.00347098 0.00219033 -0.0109073 -0.000908831 -0.00243455 -0.000299569 0.00410699 0.000148397 0.00516121 0.000885857 0.00276412 0.00675128 0.00544273 0.00961592 0.00839902 0.0147688
internal_weight=2804.44 2442.52 2437.62 407.859 361.814 361.921 153.065 72.1681 40.9742 31.1939 2029.76 579.233 1450.52 80.897 47.0721 208.856 56.6193 52.9324 152.237 130.876 33.8249 46.0445 21.3605
internal_count=16040 13609 13583 2584 2184 2431 1007 498 295 203 10999 2873 8126 509 277 1424 385 359 1039 888 232 400 151
is_linear=0
shrinkage=0.0149824
Tree=144
num_leaves=26
num_cat=0
split_feature=86 114 92 49 142 127 86 126 9 52 6 126 133 7 46 8 92 8 3 123 4 133 91 91 11
split_gain=18.8971 10.1644 16.6591 12.3313 14.8065 11.1055 10.7517 9.18774 8.74517 9.81852 8.12824 11.7092 9.32598 8.703 8.10917 7.93988 7.34327 7.97922 7.22511 8.12849 7.14283 10.0992 6.13735 5.19804 3.042
threshold=2.8804761904761906 2.4500000000000006 0.36625000000000002 1.655 0.46450000000000008 1.8165000000000002 2.8762755102040818 0.38750000000000007 0.59166666666666679 2.0150000000000001 1498.2448449431888 2.1550000000000002 1.8945000000000001 -19.769498921838018 3.6150000000000007 1.0333333333333337 -0.53041666666666654 0.17142857142857143 1323.8751103931506 1.8920000000000001 1629.5186661307623 1.0500000000000003 -0.35333333333333328 -1.0000000180025095e-35 2.2583333333333337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 18 24 -5 6 7 -1 23 -10 11 12 13 -2 -13 -14 20 -18 -3 -20 21 -12 -19 -7 -4
right_child=10 2 3 4 -6 8 -8 -9 9 -11 16 14 15 -15 -16 -17 17 22 19 -21 -22 -23 -24 -25 -26
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leaf_weight=11.221190571784971 1.9282593727111805 4.2988573759794226 2.3098842874169341 5.4873841255903226 2.6551209986209869 8.591120623052122 4.254313886165618 1938.5292322859168 111.47381778806448 180.62597572058439 6.3357115313410821 1.9514428824186314 21.264011234045029 80.372515708208084 3.3346735835075378 44.283822908997536 2.1091023012995711 19.637246049940586 142.34464315325022 13.291588991880415 2.2344095110893241 16.925817407667637 160.79271235316992 15.936364650726317 1.7671896144747732
leaf_count=51 10 25 15 32 15 52 22 10385 857 1032 44 14 135 509 23 317 12 141 907 104 14 112 1100 98 14
internal_value=-3.55132e-05 -0.000508452 0.00300144 -0.0138598 -0.0245099 -0.000774565 -0.00119635 -0.00114443 0.00182839 0.00110686 0.00316323 0.000543511 0.00132689 -0.00203124 -0.0213668 0.00554329 0.00509161 0.00614361 0.0042897 0.00481894 -0.00244021 1.7585e-05 0.00648228 0.0104211 0.00740985
internal_weight=2803.96 2442.79 172.155 12.2196 8.14251 2270.63 1954 1949.75 316.627 292.1 361.17 153.135 147.849 82.3008 5.28612 65.5478 208.035 182.539 159.935 155.636 25.4959 23.2615 180.43 24.5275 4.07707
internal_count=16040 13609 1112 76 47 12497 10458 10436 2039 1889 2431 1008 971 519 37 452 1423 1253 1036 1011 170 156 1241 150 29
is_linear=0
shrinkage=0.0149824
Tree=145
num_leaves=22
num_cat=0
split_feature=144 35 136 34 12 105 49 146 29 79 146 84 141 37 46 145 85 29 79 12 107
split_gain=11.7924 10.1452 10.4398 8.57469 9.41688 9.19052 8.95977 8.05915 14.3482 7.8734 7.36278 9.06749 7.35638 6.58163 6.44231 9.03786 6.0117 6.20059 6.25516 5.57299 4.99782
threshold=0.015650000000000001 3.3550000000000004 2.9500000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.95850000000000002 2.3350000000000004 0.0018500000000000003 4.5857142857142863 2.3358278562287156 0.016750000000000004 0.072692307692307653 0.99750000000000016 0.3693166146052661 5.9450000000000012 0.20325000000000001 -0.43190476190476185 6.4722222222222232 2.8926493192797547 0.77500000000000013 0.95450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 14 6 -6 -5 13 -9 -2 11 -4 -12 -1 19 -16 -11 20 -19 -3 -18
right_child=9 3 10 4 5 -7 -8 8 -10 16 12 -13 -14 -15 15 -17 17 18 -20 -21 -22
leaf_value=0.015154851015100871 -0.016126755153493523 0.012507119998751304 -0.00096856830303109767 0.0057111264373683407 -0.00092202696937223705 0.0043460201284340229 -0.0024709813809642911 0.013472652631868394 -0.023835643012318226 -0.017188825749632836 0.017265437736603186 -0.013704373209557209 -0.0043989463944108294 0.0032820140017798885 0.010523537398152188 -0.020465539682978481 0.0091257772624387494 -0.027570755642087909 0.0049038144866211993 -0.009964186533946295 -0.0060835309587461807
leaf_weight=19.082286104559898 3.6666986048221579 31.166093803942204 1861.1811334267259 135.74310719966888 469.94838450849056 88.30461697280407 38.580361023545265 4.2679592967033368 5.0539411604404449 2.3768074959516516 9.7006276398897153 12.633777789771555 5.5205147266387931 23.250543631613255 4.5472986921668035 3.9455473199486732 71.172577247023582 2.2516306191682807 3.257708951830864 2.6912992075085631 5.2044139131903639
leaf_count=107 16 282 9694 1039 3116 592 220 23 27 13 54 71 32 128 43 33 461 14 22 22 31
internal_value=-3.49059e-05 -0.000209754 -0.000788422 0.00123943 0.000860502 -8.87256e-05 0.0039003 0.00585686 -0.00675434 0.00536509 -0.000970134 -0.00105444 0.00940805 0.00863392 0.00779422 -0.00387317 0.00630031 0.00698211 -0.00836839 0.0107209 0.0080894
internal_weight=2803.55 2715.62 1940.69 774.927 732.576 558.253 174.323 51.6547 9.3219 87.9298 1889.04 1873.81 15.2211 42.3328 42.3502 8.49285 84.2631 81.8863 5.50934 33.8574 76.377
internal_count=16040 15483 10136 5347 4967 3708 1259 285 50 557 9851 9765 86 235 380 76 541 528 36 304 492
is_linear=0
shrinkage=0.0149824
Tree=146
num_leaves=21
num_cat=0
split_feature=86 26 86 84 121 31 1 126 147 147 94 48 11 105 137 137 8 91 149 123
split_gain=18.3218 10.6812 9.81554 8.79324 13.5497 8.5815 8.05417 9.06173 11.3675 10.3319 11.5766 8.48685 7.89917 7.09433 14.5764 8.01626 6.89321 6.74788 7.03011 2.63123
threshold=2.8804761904761906 0.43050000000000005 2.8762755102040818 0.063303571428571417 1.0500000000000003 0.096894559460760712 1489.3704662676614 2.1550000000000002 0.43873633682589819 0.44938700955042282 25.050000000000004 2.8250000000000006 3.1380952380952385 0.80650000000000011 12.850000000000003 13.850000000000003 0.17142857142857143 -0.35333333333333328 0.61941211201079638 0.87850000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 -3 7 9 -9 11 -11 -2 13 15 -15 -1 -8 19 -19 -18
right_child=6 2 -4 4 -6 -7 16 8 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 -21
leaf_value=-0.0033325451425001897 0.0060527649052521549 -0.0026016835899132203 -0.022086140310518591 0.00055340892840519628 -0.017794750544470418 0.00037911313268665603 -0.018688302829349076 -0.045938320307914587 -0.00083858644432096316 -0.0017302228037072796 -0.036943489276168189 -0.024151028815757088 -0.0268907027208861 -0.0030156190941085076 -0.01836204551965057 0.0032869139238196352 -0.0016182005397633364 0.0053725492581072976 -0.0049329314681131227 0.01559577260208302
leaf_weight=154.23171996325254 71.462853834033012 245.21723126620054 4.5646309554576865 20.977210730314255 15.869157642126082 1870.8468354046345 2.7118295952677718 2.0906885191798201 3.1366804838180542 71.83680933713913 2.1586594656109801 2.1510990336537352 3.1307631134986869 53.282887063920498 18.793178856372833 55.969221591949463 2.2472306787967709 168.60649364441633 16.294950224459171 17.634550794959068
leaf_count=755 452 1250 24 118 92 10699 15 14 22 486 15 18 16 273 99 283 16 1142 123 128
internal_value=-3.43277e-05 -0.000499524 -0.000139195 -9.26626e-05 -0.00734886 3.36875e-05 0.00311949 0.000509555 -0.0188764 0.00119608 -0.00275751 0.00517016 -0.00322335 -0.00296085 -0.00701707 -0.00157001 0.00504192 0.00535617 0.00446435 0.0136501
internal_weight=2803.21 2442.88 2157.48 2152.91 36.8464 2116.06 360.332 152.837 5.22737 147.609 73.9955 73.614 285.408 282.277 72.0761 210.201 207.495 204.783 184.901 19.8818
internal_count=16040 13609 12183 12159 210 11949 2431 1007 36 971 501 470 1426 1410 372 1038 1424 1409 1265 144
is_linear=0
shrinkage=0.0149824
Tree=147
num_leaves=25
num_cat=0
split_feature=26 151 44 86 86 86 90 100 51 114 20 44 44 80 135 102 54 29 142 10 99 117 30 130
split_gain=15.1057 12.7481 12.5707 11.8063 14.2904 19.2656 10.9138 13.4342 11.996 9.69395 9.65899 9.51698 8.25754 7.52044 7.42843 10.0005 7.97241 7.01435 6.50694 7.57975 5.88425 5.31867 4.59364 3.1344
threshold=0.43050000000000005 0.97700000000000009 12.025000000000002 2.6698717948717952 1.0000000180025095e-35 1.1250000000000002 -0.33416666666666661 1.2250000000000003 1.4150000000000003 2.4500000000000006 3.5000000000000004 12.075000000000001 9.2700000000000014 0.075826485536503105 0.080500000000000002 2.0515000000000003 1.3750000000000002 3.4722222222222228 -1.2069999999999996 0.55238095238095253 0.69782608695652182 0.41650000000000004 0.12681311751103638 1.2360000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 6 4 9 -6 7 -3 -8 12 -11 -7 -2 14 16 -16 -5 20 19 -15 -1 -19 -20 -23
right_child=3 2 -4 13 5 11 8 -9 -10 10 -12 -13 -14 18 15 -17 -18 21 22 -21 -22 23 -24 -25
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leaf_weight=3.169994160532954 1204.2354420870543 17.461873769760135 2.7074818909168235 157.47209126502275 6.5102258473634711 449.5585275888443 245.34521011263132 7.374284327030181 29.795497983694077 126.99968281388283 4.1350297108292571 3.156716674566268 215.92100670933723 4.1969292610883695 143.32303747534752 8.4701880812644941 66.457402266561985 4.4013313427567544 35.286258026957512 5.0790300965309143 2.6139826849102974 7.3527129516005507 51.472180671989918 9.2109605967998487
leaf_count=17 6874 88 16 969 27 2217 1278 42 126 851 31 18 1316 23 926 58 521 25 200 28 13 37 301 48
internal_value=1.03792e-05 -0.00300407 -0.00388022 0.000410439 -9.00767e-05 -0.00241165 -0.00359014 -0.0131019 -0.00273155 0.000597175 0.00449474 -0.00204366 0.00023728 0.00254352 0.00158716 -0.000971578 0.00332162 0.00691023 0.00628517 -0.00564184 -0.00769655 0.0109401 0.00756038 0.01483
internal_weight=2811.71 329.433 302.684 2482.27 2010.52 459.225 299.977 24.8362 275.141 1551.29 131.135 452.715 1420.16 471.757 375.723 151.793 223.929 26.749 96.0344 9.27596 5.78398 20.965 86.7584 16.5637
internal_count=16050 1690 1550 14360 11334 2262 1534 130 1404 9072 882 2235 8190 3026 2474 984 1490 140 552 51 30 110 501 85
is_linear=0
shrinkage=0.0149824
Tree=148
num_leaves=26
num_cat=0
split_feature=114 90 96 27 92 31 136 118 6 121 146 146 10 102 40 8 36 102 98 126 11 130 31 144 56
split_gain=11.0712 11.3146 10.7517 9.68941 10.0628 9.62141 9.29627 9.20924 7.96197 11.533 7.42102 7.83444 7.0706 6.93058 6.19799 8.63133 8.11114 5.8461 7.04697 6.73285 12.4618 5.69487 5.29738 4.99665 0.512771
threshold=2.4500000000000006 0.11624999999999996 5.5000000000000009 0.46828571428571425 0.11916666666666666 0.083683473389355709 2.7500000000000004 2.5500000000000003 1492.2283176160847 1.1835000000000002 0.019150000000000004 0.0030500000000000002 2.5916666666666672 2.0515000000000003 2.4050000000000007 3.2321428571428577 3.3050000000000002 0.55650000000000011 0.23611111111111113 2.1835000000000004 1.3095238095238098 2.5855000000000006 0.14239631336405525 -0.0023499999999999992 1.9150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 6 4 5 -4 24 8 22 -10 11 -8 -12 -6 15 -5 -16 19 -19 23 -21 -20 -3 -2 -1
right_child=1 7 3 14 13 -7 10 -9 9 -11 12 -13 -14 -15 16 -17 -18 18 21 20 -22 -23 -24 -25 -26
leaf_value=0.019889196247142811 -0.0068903464073457443 0.014823514497398669 -0.01988131558897676 0.0061629222134540482 0.011885867195702478 -0.0022753607730605098 -0.00049329184855086486 0.018194893352971482 -0.0016717012784194208 -0.032008290296182386 0.010926364765608326 -0.0034742719098316407 -0.015411318032769246 -0.013893496473969844 0.0016519814654934277 -0.010622361304666417 -0.02017075806699645 -0.024986337845860265 0.0044064053374265654 0.014929352990845217 -0.022651248676086783 -0.0064296713396528394 -0.011372167267397782 0.011644578725968061 0.010796257847898144
leaf_weight=4.5825056731700888 3.4971478655934325 3.5068367049098077 7.5778411552309981 155.20121540129185 16.442609958350662 86.514556281268597 1971.0390301346779 2.844754993915557 5.0750621482729894 6.3111558184027672 19.784255109727386 219.99080477654934 2.5872295871376982 2.7294984608888617 116.91715452820063 7.1955320909619322 3.9524052739143363 2.0258766859769812 98.663852132856846 3.8516121581196776 4.0774855017662048 12.23707441985607 3.4255090653896332 49.140711694955826 1.9997380748391149
leaf_count=26 24 22 45 994 103 517 10881 21 33 36 128 1284 16 18 681 50 19 13 624 26 35 93 21 326 14
internal_value=1.02887e-05 0.00345744 -0.000246164 0.00202628 -0.00167747 -0.00369328 -0.000652066 -0.0068848 -0.0107795 -0.0184867 -0.000704937 -0.000792598 0.00788044 0.00821569 0.00350723 0.00541919 0.000938379 0.00471902 0.00270487 0.00847439 -0.00439623 0.00321073 0.00187934 0.0104132 0.0171267
internal_weight=2811.17 194.657 2616.51 396.531 113.265 94.0924 2219.98 21.1633 18.3186 11.3862 2213.4 2191.03 22.3715 19.1721 283.266 162.397 120.87 173.494 112.927 60.567 7.9291 110.901 6.93235 52.6379 6.58224
internal_count=16050 1274 14776 2427 683 562 12349 133 112 69 12309 12165 144 121 1744 1044 700 1141 730 411 61 717 43 350 40
is_linear=0
shrinkage=0.0149824
Tree=149
num_leaves=27
num_cat=0
split_feature=26 151 141 86 89 85 86 4 114 92 51 9 53 53 122 142 92 29 15 97 117 149 130 12 130 121
split_gain=14.5937 12.3852 13.6494 11.5351 9.02959 8.42238 16.3025 10.183 8.63255 11.2712 8.33582 10.1111 8.30283 7.73813 7.52222 8.90627 8.48095 6.83199 5.81804 5.68198 5.21637 4.65602 3.11188 3.0514 2.44673 0.0246902
threshold=0.43050000000000005 0.97700000000000009 1.3355000000000004 2.9325757575757581 0.15000000000000005 0.39666666666666667 1.9848484848484851 1470.8147644495282 2.4500000000000006 0.36625000000000002 1.4150000000000003 0.55238095238095253 3.8050000000000002 4.3150000000000004 1.7820000000000003 0.92050000000000021 -0.7962499999999999 3.4722222222222228 0.70833333333333337 2.5000000000000004 0.41650000000000004 0.5661226627981949 1.2360000000000002 1.0000000180025095e-35 1.7890000000000004 1.3875000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 10 5 18 8 -7 -8 13 -10 11 -3 -12 -2 15 -6 -16 19 21 -1 -19 -5 -22 -20 25 -4
right_child=3 2 24 4 14 6 7 -9 9 -11 12 -13 -14 -15 16 -17 -18 20 23 -21 22 -23 -24 -25 -26 -27
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leaf_weight=3.1911399513483074 2004.0810170993209 15.894299551844595 2.8519192785024625 9.5110518634319288 150.37122752517462 4.2310052663087871 8.4742467105388659 15.324429675936697 149.38978643715382 12.015303082764147 23.816213265061382 246.0687620267272 7.9128168374299994 3.9366800040006629 2.149763196706771 26.443017356097698 67.132370285689831 4.409573666751391 5.2406453564763096 2.6109191179275513 7.3306616097688666 2.9382552728056899 9.1289212107658368 19.929904326796532 4.0001132190227509 2.59893399477005
leaf_count=16 11181 80 14 64 981 18 46 80 983 74 101 1285 33 16 14 176 500 25 40 14 37 22 48 165 22 15
internal_value=1.02022e-05 -0.00295072 -0.00381191 0.000403789 0.00324682 3.67215e-05 -0.00812349 -0.00330573 0.000142154 0.00347568 -0.00438221 -0.00350376 -0.0116349 -0.000125795 0.00220179 0.000562128 0.00638634 0.00683742 0.0100831 -0.00754374 0.0108357 0.00170516 0.0147127 0.0142267 0.0139104 0.0204408
internal_weight=2810.98 329.814 303.143 2481.17 283.716 2197.45 28.0297 23.7987 2169.42 161.405 293.692 261.963 31.729 2008.02 246.096 176.814 69.2821 26.6712 37.6199 5.80206 20.8692 12.4493 16.4596 25.1705 9.45097 5.45085
internal_count=16050 1690 1550 14360 1962 12398 144 126 12254 1057 1499 1365 134 11197 1671 1157 514 140 291 30 110 86 85 205 51 29
is_linear=0
shrinkage=0.0149824
Tree=150
num_leaves=30
num_cat=0
split_feature=86 5 3 89 86 55 130 85 144 146 3 78 145 45 1 86 5 127 149 89 91 103 102 144 78 103 28 141 48
split_gain=13.4081 9.64436 9.91965 9.57322 29.925 10.0727 9.58337 9.57575 9.41263 8.95618 8.88364 8.66587 8.36845 8.01868 8.41046 6.78088 6.97883 6.73726 6.48795 7.56446 9.54522 4.54427 4.04798 8.87803 5.31371 2.97891 2.47639 1.35687 0.0195143
threshold=2.9325757575757581 1495.5880676386562 1374.8647730703497 1.0000000180025095e-35 1.6785714285714288 1.635 0.95000000000000007 -0.14653958944281528 -0.0062499999999999995 0.0090500000000000008 1518.681216347298 2.378571428571429 0.88905000000000012 1.5950000000000004 1553.7119450158859 1.1250000000000002 1498.8713389549853 2.1835000000000004 0.54246508583276387 0.17000000000000001 0.37291666666666673 0.33250000000000007 1.8215000000000001 0.0011500000000000002 2.2761904761904765 0.93250000000000022 3.0500000000000003 0.18100000000000002 1.8750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 5 15 6 8 9 -1 -6 -8 17 -9 14 -7 27 -17 -4 22 26 -21 -2 24 -24 -3 -13 -20 -5 -23
right_child=1 18 11 4 7 13 10 12 -10 -11 -12 25 -14 -15 -16 16 -18 -19 19 20 -22 28 23 -25 -26 -27 -28 -29 -30
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leaf_weight=2.6694219857454291 3.4351229816675177 61.206744067370892 93.125489369034767 3.3196026384830493 208.49172670394182 484.39492797106504 510.59289298206568 436.0723172724247 86.514257989823818 12.501580730080603 450.45567975193262 5.6113214045762998 56.605610445141792 3.6969415098428717 214.93034335970879 7.0278101414442089 10.363637715578077 3.4659545943140975 2.6215256527066222 110.20297338813543 3.68348554521799 4.7318787425756437 4.3760282173752776 2.942908026278019 4.9142713919281951 4.6067673787474632 9.7612988501787168 4.9025088995695114 3.3036118596792221
leaf_count=17 19 411 594 14 1061 2407 3218 2249 502 70 2881 38 280 15 1063 30 47 21 19 796 25 27 30 22 32 33 85 20 24
internal_value=1.01083e-05 0.00290736 -0.000483069 -0.000359513 -0.00178941 0.000243425 0.00117255 -0.00121836 -0.00352561 0.0013729 0.00160853 -0.00190495 -0.00238068 -0.00114457 -0.00102823 -0.0177007 -0.0124003 -0.00329297 0.00491538 0.00285592 0.00164673 0.0127568 0.00845631 -0.00211622 0.00962659 0.011216 0.013977 -0.0289123 0.0189225
internal_weight=2810.53 317.989 118.28 2492.54 739.285 1753.25 1050.23 713.671 89.1837 220.993 961.049 106.81 492.678 703.022 699.325 25.6136 17.3914 96.5914 199.709 126.269 113.886 11.4706 73.44 7.31894 66.121 10.2181 12.3828 8.22211 8.03549
internal_count=16050 2176 756 13874 3771 10103 6618 3660 519 1131 6099 686 2529 3485 3470 111 77 615 1420 925 821 70 495 52 443 71 104 34 51
is_linear=0
shrinkage=0.0149824
Tree=151
num_leaves=27
num_cat=0
split_feature=86 120 86 86 56 40 28 149 85 3 41 120 145 130 8 145 85 102 86 137 3 104 102 54 28 98
split_gain=13.0339 9.46161 8.65488 25.1874 9.69468 11.0113 10.3389 9.50591 9.2823 9.21521 14.1701 8.66427 8.46928 8.72072 12.21 8.08104 8.02956 7.39255 5.094 6.90998 4.40778 10.6003 5.20719 6.44231 4.0212 1.10799
threshold=2.9325757575757581 1.7890000000000004 1.0000000180025095e-35 1.6785714285714288 1.8350000000000002 3.5450000000000004 2.8944444444444448 0.62839366515837114 -0.14653958944281528 1529.370100386207 1.9350000000000003 0.61250000000000016 0.9930000000000001 2.1180000000000008 1.7238095238095241 0.88905000000000012 0.23268065268065263 2.2275000000000005 1.1250000000000002 10.050000000000002 1435.3068674095082 0.77550000000000019 2.0515000000000003 1.3450000000000004 5.8166666666666673 0.64852941176470602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 18 5 7 -7 -1 11 17 -11 -5 13 16 -15 -10 -2 -6 25 -20 21 -3 24 -24 -22 -4
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leaf_weight=968.95559179037809 179.51270122081041 2.1159190386533733 3.9303415566682842 14.840066164731978 336.08908203989267 47.834674514830112 131.46589303016663 34.27398157864809 436.38956341147423 9.070779547095297 222.94459816813469 206.03397308290005 2.211749054491519 13.081446073949339 6.1495933309197417 56.782193914055824 28.773232348263264 3.1392950341105452 13.45543083548546 3.9850232303142539 50.396152250468731 1.8323102593421934 6.4623674899339667 8.2506394162774068 18.597872018814087 3.365859642624855
leaf_count=5073 1166 15 16 70 2262 248 658 279 2249 55 1511 1061 13 93 44 280 196 21 59 18 379 14 43 69 144 14
internal_value=1.00225e-05 0.00286959 -0.000354094 -0.00171434 0.000218914 -0.000555308 -0.00397514 5.58957e-05 -0.00119944 0.00182163 -0.000479338 0.0013531 0.00127168 0.00155531 -0.00809805 -0.00234263 0.00244661 0.00339538 -0.0165773 -0.0121798 0.00705742 -0.00841223 0.00778708 -0.000304928 0.00951271 -0.027089
internal_weight=2809.94 317.384 2492.56 738.782 1753.77 1182.53 179.301 1003.23 714.046 571.244 232.015 220.874 229.729 227.517 19.231 493.172 208.286 339.228 24.7367 17.4405 87.6553 3.94823 83.707 14.713 68.994 7.2962
internal_count=16050 2176 13874 3767 10107 6258 906 5352 3660 3849 1566 1131 1512 1499 137 2529 1362 2283 107 77 664 29 635 112 523 30
is_linear=0
shrinkage=0.0149824
Tree=152
num_leaves=29
num_cat=0
split_feature=86 23 120 94 134 52 145 10 6 89 141 85 145 86 19 99 6 145 15 28 120 85 22 145 48 141 0 49
split_gain=12.6697 11.8738 9.25326 9.09852 12.7367 13.1487 12.1883 12.0314 10.3509 8.82295 9.92197 10.5193 9.05634 8.39328 8.19185 8.17242 8.095 7.73309 6.92003 5.35595 4.37255 6.85679 5.85122 5.48082 5.77888 3.96632 1.39904 0.0151916
threshold=2.9325757575757581 3.4142857142857146 1.7890000000000004 14.550000000000002 -0.23099999999999998 4.2350000000000012 0.8357500000000001 2.6904761904761911 1521.9637333943497 0.030000000000000002 -1.0689999999999997 -0.43190476190476185 0.16445000000000001 3.8660714285714293 1.5000000000000002 0.69397993311036799 1482.045711565791 0.9930000000000001 0.22500000000000003 5.1339285714285721 2.2680000000000002 0.56333333333333335 0.30785714285714288 0.33585000000000004 2.2250000000000005 1.1155000000000002 1605.4779539250328 3.0150000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 8 -6 14 -8 -1 12 16 -12 25 17 -5 -14 -11 18 -2 27 23 22 -22 24 -4 -3 -25 -15
right_child=2 9 20 6 5 -7 7 -9 -10 10 11 -13 15 19 -16 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29
leaf_value=0.0022305991434811078 0.019117334323346051 0.01595142456576859 0.0087425075161048429 0.0022228400853251981 -0.0025850982794464574 -0.032666368126527602 -0.0027854258153580092 -0.022252114547153964 -0.0079465889205967092 0.0037058696232153735 -0.029774216054168218 0.00060651621542978293 0.00050937111967644562 0.016986808480269497 -0.00063542768413787009 0.0055358767772469763 -0.027680826785779357 -0.027075436743941569 0.00047987857918967386 -0.013703042042853674 0.015772415174784546 -0.023187746690018118 0.00060429850979383591 0.016005540601160322 -0.0071370117221449206 -0.0038146891362386805 0.0062284653513083633 0.018359421511754525
leaf_weight=220.39675691723824 4.5687813162803641 16.174618370831016 22.280517958104614 466.77322147041559 794.40109264850616 3.2751823961734763 143.90634803473949 7.4981238171458235 24.974902465939522 2.6865157783031446 2.6706044822931281 60.829736545681953 187.07242416590452 8.0352949276566488 434.69110522419214 118.66336361318827 5.8853242918848991 2.245090700685977 210.93873309344053 1.422524258494376 7.6531285569071796 2.158114790916442 22.47041841596365 22.122361227869991 6.6886950284242621 2.6524996608495703 3.8583191111683837 2.3432761281728736
leaf_count=1234 28 110 161 2555 4335 27 748 43 146 15 14 334 1216 79 2346 702 31 13 1364 12 61 16 173 166 57 18 30 16
internal_value=9.94341e-06 -0.00034875 0.00283224 -0.000798593 -0.00179037 -0.00270861 0.000183933 -0.00374949 0.00119472 0.00202833 -0.00271363 -0.000671203 0.00308133 0.00125375 0.000844567 0.00246028 -0.0178439 0.000586817 0.000874997 0.01356 0.00698609 0.00260969 0.00445789 0.00955711 0.00507609 0.0131666 0.0145536 0.0172968
internal_weight=2809.34 2492.55 316.785 2095.92 1043.05 797.676 1052.87 151.404 245.372 396.635 72.0722 63.5003 324.563 229.554 901.464 305.736 8.57184 217.753 215.508 11.8011 87.2316 32.2817 30.1235 54.9499 28.9692 18.8271 25.9807 10.3786
internal_count=16050 13874 2176 11434 5742 4362 5692 791 1380 2440 394 348 2046 1512 4901 1918 46 1405 1392 107 664 250 234 414 218 128 196 95
is_linear=0
shrinkage=0.0149824
Tree=153
num_leaves=28
num_cat=0
split_feature=26 90 9 51 86 86 79 80 86 90 79 9 96 114 20 51 12 5 46 80 135 46 121 86 26 121 100
split_gain=14.04 10.802 13.1872 11.4846 10.7402 12.933 19.0428 13.1489 11.0192 10.4687 9.12289 9.58727 8.7896 8.69655 9.2928 8.65686 7.5501 7.4636 11.2184 7.45251 7.17923 11.1187 8.34522 6.46584 6.17035 4.96633 4.77281
threshold=0.43050000000000005 -0.32458333333333328 2.4226190476190479 1.4150000000000003 2.6698717948717952 1.0000000180025095e-35 2.8098448471773501 0.069118206561503109 1.9186507936507939 -0.53874999999999984 3.1317015430917419 0.44761904761904764 4.5000000000000009 2.4500000000000006 3.5000000000000004 1.1250000000000002 1.0000000180025095e-35 1493.8730116501497 2.0450000000000004 0.075826485536503105 0.080500000000000002 4.1450000000000005 2.3165000000000004 2.07198275862069 0.44527777777777783 2.0500000000000003 1.3650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 10 5 13 8 -8 -7 26 11 -3 -11 16 -15 -12 -2 18 -5 20 21 -6 -22 -19 -21 -26 -1
right_child=4 3 -4 17 19 6 7 -9 -10 12 15 -13 -14 14 -16 -17 -18 23 -20 24 22 -23 -24 -25 25 -27 -28
leaf_value=-0.010635190004165277 0.0022935336364581687 0.015548766145225325 0.012832511289494815 -0.0035467834231040288 0.0012373983528139595 -0.0074582917999331073 -0.0066902854408279226 -0.025843520651953406 0.00014198670432906513 -0.026496379265720477 0.0040560649924672575 -0.00091105167205831098 0.0029268781431189025 0.0050167004439204584 -0.017723742334239401 -0.01955234761168911 -0.00034453192075418446 -0.00021915659625406039 -0.035096425493846825 -0.010406955425097543 -0.0003229486327537591 0.0089258800340142018 -0.018437437521955129 -0.018827241508265629 0.0077321877863643484 -0.010939129825495815 0.014898482334790733
leaf_weight=3.9802101999521318 312.17777937650681 8.2079852968454343 4.1983606964349738 4.5316464751958865 165.7303858473897 49.2569440305233 74.434999324381351 9.0208334848284704 327.69723504781723 14.925400964915754 5.1183558478951481 246.40585095435381 2.6897265613079062 125.66094011068344 4.1675187647342673 10.935346141457556 1107.3510564565659 14.722297787666323 5.7273308932781219 4.7855724841356269 145.38256858289242 56.654875300824642 5.9421425759792319 5.8600521534681311 87.35567069798708 3.3192563727498046 2.7987341284751892
leaf_count=19 1908 42 23 19 1056 215 407 47 1593 75 33 1276 16 851 31 60 6282 62 24 25 947 434 37 25 509 18 16
internal_value=9.87288e-06 -0.00289277 -0.0116938 -0.00205816 0.000396396 -8.00864e-05 -0.00228485 -0.00876059 -0.000851149 -0.0159149 -0.00107111 -0.000380435 -0.0220036 0.000575085 0.00428672 -0.0120253 0.000235622 -0.0107206 -0.0211602 0.00243749 0.00148313 0.00319612 -0.00103426 -0.00551713 0.00617362 0.0070487 -9.34183e-05
internal_weight=2809.04 330.101 28.5924 301.509 2478.94 2009.77 460.41 83.4558 376.954 24.3941 270.668 254.614 17.6151 1549.36 129.828 16.0537 1419.53 30.8413 10.259 469.17 373.71 222.385 151.325 20.5823 95.4605 90.6749 6.77894
internal_count=16050 1690 149 1541 14360 11334 2262 454 1808 126 1411 1318 91 9072 882 93 8190 130 43 3026 2474 1490 984 87 552 527 35
is_linear=0
shrinkage=0.0149824
Tree=154
num_leaves=29
num_cat=0
split_feature=86 86 86 114 91 136 130 37 49 135 141 10 26 41 20 31 150 3 27 137 6 27 121 31 30 36 106 86
split_gain=13.4582 12.8579 32.6511 10.4521 11.347 12.1157 9.7183 12.4473 10.4316 9.46998 9.42453 8.80847 11.8771 10.9253 8.6199 8.59408 7.64048 7.62059 7.41098 7.15067 8.05581 7.14725 7.10984 5.9435 8.1373 5.72744 6.67085 3.89667
threshold=2.7470930232558142 1.0000000180025095e-35 1.7321428571428574 2.4500000000000006 -0.2970833333333332 7.0500000000000007 0.95000000000000007 0.20109217308019883 5.3350000000000009 0.094500000000000015 2.2740000000000005 1.9309523809523812 0.54707142857142876 1.9850000000000001 3.5000000000000004 0.423494983277592 0.483516332634852 1613.1448519026997 0.53050000000000008 7.0500000000000007 1499.7297014581079 0.52316666666666678 2.3875000000000006 0.21886405109489052 0.14956950474648614 1.8450000000000004 0.8590000000000001 2.797058823529412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 25 6 5 -5 7 -1 -8 18 16 15 22 -14 -6 17 -4 -11 19 20 -2 -21 -13 27 -25 -3 -27 -20
right_child=9 2 10 4 14 -7 8 -9 -10 11 -12 12 13 -15 -16 -17 -18 -19 23 21 -22 -23 -24 24 -26 26 -28 -29
leaf_value=0.0082489174588079063 0.0017716394120784575 -0.034808385917393284 0.00041615167530012498 -0.040873338846641606 0.005960692402510649 0.00087742967266349098 0.0005121629196949177 -0.0045331934948618195 -0.011635704410726538 -0.0033433856196096322 -0.022233634696545875 0.0077356393883756007 0.014418096095396821 -0.016391250895064713 -0.013904593172850964 -0.030797028657800124 -0.0031314497724302705 0.012503572553143959 -0.0010556911798117587 0.00089851023438396822 0.009940755284537155 -0.017660945239035289 -0.018643848335616449 -0.016622695884185284 0.0079312750108506951 -0.01948557498365678 9.7686964225897731e-06 0.011913805479057836
leaf_weight=19.016684375703335 59.615452818572521 3.9772957712411907 280.48450879007578 2.5057604461908332 127.00089430809021 4.1344853490591049 1392.9147725850344 169.80089272558689 16.050439536571503 101.21048229187727 4.8741930723190299 57.362618342041969 3.4389484673738471 10.387510389089583 5.1000161319971076 2.4246516227722159 265.04826906323433 7.3032514601945868 5.8072821646928778 105.6832627877593 49.676360800862312 4.8723996430635443 2.3889402970671645 4.6319672539830199 8.7583415508270246 18.703187152743343 4.9912897050380698 49.731903091073036
leaf_count=110 381 17 1314 16 852 28 8072 852 68 620 26 383 23 76 37 16 1392 49 33 678 337 30 15 29 64 79 22 346
internal_value=0.000114982 -0.00035574 -0.00229116 0.000288551 0.00423311 -0.0148777 -5.397e-05 -0.00324585 0.000373778 0.00241701 -0.00149277 -0.000234264 0.00378531 -0.00872827 0.00519375 -0.00290018 -0.00130746 -0.00227684 0.00411106 0.00276712 0.00548475 8.05555e-05 0.00668095 0.00839748 -0.000562434 -0.0181715 -0.0153788 0.0105577
internal_weight=2787.9 2314.6 578.079 1736.52 138.741 6.64025 1597.78 188.818 1408.97 473.293 550.407 184.516 73.578 13.8265 132.101 110.938 545.533 108.514 288.777 219.847 109.292 110.556 59.7516 68.9295 13.3903 27.6718 23.6945 55.5392
internal_count=15965 12885 2850 10035 933 44 9102 962 8140 3080 2732 1182 497 99 889 685 2706 669 1898 1426 718 708 398 472 93 118 101 379
is_linear=0
shrinkage=0.0149824
Tree=155
num_leaves=30
num_cat=0
split_feature=86 89 86 114 91 144 132 144 144 118 101 97 86 144 20 148 140 91 132 78 146 27 101 3 98 101 52 14 122
split_gain=13.0783 13.4496 36.0542 10.0372 10.9719 10.5119 11.9738 9.80581 9.14578 10.4267 10.2163 8.94231 9.58174 8.80556 8.34738 8.21771 8.0411 6.82671 6.73281 6.37354 5.79156 8.47872 5.5226 8.24139 4.34236 3.4471 2.73113 8.24156 2.29307
threshold=2.7470930232558142 1.0000000180025095e-35 1.7321428571428574 2.4500000000000006 -0.2970833333333332 0.0010500000000000004 3.6835000000000004 0.014950000000000001 1.0000000180025095e-35 0.29150000000000004 0.36500000000000005 5.5000000000000009 3.7370689655172415 0.014250000000000002 3.5000000000000004 0.18605733897494806 1.0000000180025095e-35 -0.022499999999999947 1.3875000000000002 2.4476190476190482 0.0023500000000000001 0.51816666666666678 2.5500000000000003 1457.5180617293479 0.69782608695652182 0.77500000000000013 3.1450000000000005 0.77500000000000013 0.85350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 5 18 6 -1 11 10 -10 -4 12 13 -2 -6 17 -7 -13 -5 -17 21 -3 26 -24 -22 -14 28 -28 -9
right_child=7 2 8 4 14 16 -8 22 9 -11 -12 15 25 -15 -16 19 -18 -19 -20 -21 24 -23 23 -25 -26 -27 27 -29 -30
leaf_value=-0.00033065086151936218 0.00059408299784175314 -0.019569166145612889 -0.017860163756100982 -0.029282621895912967 0.0058923484563105739 0.005583737499782181 -0.031993092001759656 0.0047702003088810141 0.012802223987269608 -0.003603530601091524 0.0012874127148657637 -0.028758726359409081 -0.0081409539870581655 -0.025060388183137473 -0.013574953504215703 0.0095829024802212195 -0.0049379115509407658 0.0060226690424731964 0.00076360969533093481 -0.0170672315984579 -0.020563608773779163 0.0034024434309892927 0.018482066285163214 -0.019446181790277829 -0.041889625320812633 0.014239674414787412 -0.023314365424738515 0.014357126596041717 0.017079236455688783
leaf_weight=1463.126177765429 354.84660583734512 15.006095543503767 6.4305781722068778 3.4083388820290557 126.55249824374914 111.5736490637064 2.6859470605850211 4.1278066188097062 8.9499426484107953 306.34889197349548 229.06730229407549 2.5212744399905205 1.7208996191620851 3.028866581618785 5.1452472731471053 55.559440687298775 19.094968780875206 2.5456680059432975 3.2900721952319145 2.0901506692171088 5.8042232394218427 4.7478162944316855 2.1648928597569457 3.1675287857651711 3.3980057388544083 15.094588212668894 1.8027644380927075 4.7078940272331238 19.196900337934494
leaf_count=8253 2226 63 32 22 852 702 19 25 41 1521 1138 17 13 18 37 387 123 20 22 14 25 20 15 22 15 143 13 39 128
internal_value=0.000113367 -0.000350364 -0.002326 0.000309845 0.0041804 -2.56864e-05 -0.00038867 0.00238468 -0.00146934 -0.00313784 0.000764561 0.00177273 0.0008963 0.000376955 0.00513179 0.00700883 0.00404618 -0.0112844 -0.0145248 0.00861666 -0.0186213 -0.014048 0.00999596 -0.0040478 -0.0284385 0.0119492 0.012506 0.00392605 0.0149009
internal_weight=2787.21 2314.63 579.753 1734.88 138.396 1596.48 1465.81 472.575 550.797 315.299 235.498 437.407 374.691 357.875 131.698 62.7165 130.669 5.06694 6.69841 57.6496 28.9561 19.7539 35.1678 5.33242 9.20223 16.8155 29.8354 6.51066 23.3247
internal_count=15965 12885 2855 10030 933 9097 8272 3080 2732 1562 1170 2838 2400 2244 889 438 825 37 44 401 123 83 242 37 40 156 205 52 153
is_linear=0
shrinkage=0.0149824
Tree=156
num_leaves=26
num_cat=0
split_feature=114 47 36 116 34 145 1 126 37 105 93 24 21 141 89 150 130 143 103 101 141 142 85 120 7
split_gain=10.9332 9.27409 9.07541 10.6182 9.53244 9.35909 8.02256 7.90855 7.32458 10.3258 7.08643 8.27566 8.03487 7.00297 11.9167 6.69865 5.10596 5.01321 8.70718 3.72127 6.82052 3.34973 2.42862 3.2433 1.90558
threshold=2.4500000000000006 2.0050000000000003 2.2750000000000004 0.41650000000000004 4.4150000000000009 0.38315000000000005 1298.7337846152589 0.38750000000000007 0.36025535707719164 1.5005000000000002 22.050000000000004 0.77500000000000013 0.33166666666666672 -1.0024999999999997 0.57000000000000017 0.483516332634852 2.6125000000000003 -0.93549999999999989 0.81150000000000022 2.1000000000000005 0.12400000000000001 -0.14049999999999999 -1.0000000180025095e-35 0.95000000000000007 33.412207224642209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 22 -4 17 13 12 -12 -8 14 -10 -9 -15 18 24 21 -21 -19 -1 -24 -2
right_child=8 2 7 5 -6 -7 10 15 9 -11 11 -13 -14 16 -16 -17 -18 19 -20 20 -22 -23 23 -25 -26
leaf_value=-0.0032805346126832495 -0.00018408332812289843 -0.0057738874047976617 -0.018780842343680475 -0.0037051155621796975 0.018233630683382386 -0.034741350980964536 0.00021495088140391453 0.00057311661426894726 -0.0017444367166773445 -0.031142070374683948 0.003002893966086335 -0.0019729276600577166 -0.002530486486003162 0.0045583103534440166 -0.038744710481894866 -0.0041980677168604302 -0.0060636579589204449 0.0078062561490846623 -0.018918591709434187 -0.017505712131222068 0.01409367722245222 0.016560138036003175 -0.0028559270147300257 0.01840065610350972 0.017174735753383789
leaf_weight=1.9959113001823414 2.4216415360569936 79.080131947994232 5.5329856425523749 3.7399886846542341 3.8953940421342841 5.2322356998920441 1433.2565887495875 243.5335650742054 13.159873731434343 2.1156235188245764 337.95217037200928 96.441233895719051 287.2420057579875 102.8092946857214 2.294604964554309 90.637093886733055 11.272275909781454 20.604283504188057 3.8949429616332054 2.8562308847904196 3.3102724775671959 18.733897671103481 1.9545200616121281 9.173798553645609 3.4304017052054405
leaf_count=13 18 346 23 16 18 22 8375 1078 92 15 2116 603 1623 658 13 410 91 133 24 18 23 124 11 69 33
internal_value=0.000111772 -0.000139861 -0.00214536 -0.00632104 -0.00464682 -0.0218042 0.000259433 -0.00101513 0.00361178 0.00169036 0.000188307 0.00189819 -0.000243408 0.00222659 -0.00723811 -0.000720972 0.00350876 0.00819008 -0.00156114 0.0102788 -0.000542691 0.0119751 0.0119378 0.0146673 0.00999149
internal_weight=2786.57 2599.67 431.651 91.9478 82.9755 8.97222 2168.02 339.704 186.903 131.652 2154.89 434.393 1720.5 129.536 15.4545 334.171 114.082 55.2517 9.74699 45.5047 6.1665 39.3382 13.1242 11.1283 5.85204
internal_count=15965 14723 1913 402 364 38 12810 1511 1242 869 12717 2719 9998 854 105 1488 749 373 75 298 41 257 93 80 51
is_linear=0
shrinkage=0.0149824
Tree=157
num_leaves=31
num_cat=0
split_feature=86 86 86 114 91 136 130 34 135 101 92 102 143 141 47 56 37 98 46 151 28 91 4 141 41 46 28 55 38 133
split_gain=12.6864 12.0324 30.4609 9.60214 10.6107 11.2804 9.35646 13.3802 9.23426 9.41706 13.7674 9.51078 9.27053 9.05821 8.98836 7.55502 7.50855 6.84964 6.8278 10.9736 7.84579 6.31316 5.63994 8.08369 7.69768 5.4271 5.02462 7.55206 4.96365 3.80638
threshold=2.7470930232558142 1.0000000180025095e-35 1.7321428571428574 2.4500000000000006 -0.2970833333333332 7.0500000000000007 0.95000000000000007 4.0250000000000012 0.094500000000000015 1.9000000000000001 0.19999999999999998 2.1210000000000004 1.8285000000000002 2.2740000000000005 2.8150000000000004 1.8950000000000002 0.36025535707719164 0.7947368421052633 4.1650000000000009 0.97700000000000009 5.7888888888888896 0.062916666666666662 1460.7939051662629 0.30250000000000005 2.0750000000000006 4.5150000000000006 4.6458333333333348 1.6150000000000004 0.25618828001411714 2.5855000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 26 6 5 -5 7 -1 18 10 17 12 -11 15 -8 -4 -6 -10 22 20 -20 -13 23 -2 -24 -12 28 -28 -3 -21
right_child=8 2 13 4 16 -7 14 -9 9 11 25 21 -14 -15 -16 -17 -18 -19 19 29 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0046330129487187508 0.002354789626633224 -0.038163355631687948 -0.0005775946435930575 -0.038835519714890659 0.010505948153135523 0.0010220604301105361 0.00045871811678904561 0.0077455055125410449 -0.0029994947092862332 0.0067073150352093694 0.0080436781206825961 -0.034901657051944701 -0.026113316539923541 -0.021676322368560073 -0.015879588258936265 -0.0057999690911945834 0.0026725760200405385 -0.012038543722487971 -0.018160481215663313 0.012033107947587199 0.017893942420952824 0.002351744598254892 0.005614982449600436 -0.010158035380548956 -0.0029161017440747939 -0.011634121450245883 -0.022021303302016772 0.0066102712068970403 -0.018197366890740117 -0.0012231749298667668
leaf_weight=166.8666467666626 39.654831506311893 3.3780379146337571 474.60896591842175 2.5844534412026396 39.203547425568104 4.1586510092020035 1400.9820157811046 22.210433393716812 58.855070874094963 60.77049857378006 27.258767589926723 2.2309962287545195 1.9952494949102391 4.9229010045528403 7.5993454605340949 71.556565068662167 91.754364989697933 27.663735128939152 5.3378793075680724 49.247862286865711 1.815628834068775 1.8829060569405554 141.15831004828215 16.375113993883133 28.542396031320095 3.556600682437419 4.1387696564197523 4.1329240947961807 16.194131091237068 5.3947929665446273
leaf_count=829 244 15 2297 16 271 28 8108 133 367 415 172 15 13 26 32 409 618 158 38 386 14 14 860 102 215 28 18 18 67 39
internal_value=0.00011017 -0.000346288 -0.00221667 0.000277688 0.00407384 -0.0142544 -4.94995e-05 -0.00317894 0.00234948 -0.000269353 -0.00282683 0.00421751 0.00566398 -0.00144418 0.000370572 -0.00126181 0.00501758 -0.00588967 0.00402733 0.00843995 -0.00900949 -0.0178511 0.00281933 -0.00130217 0.00418012 0.00577253 -0.0175059 -0.00771565 -0.0216434 0.0107243
internal_weight=2786.03 2314.29 578.932 1735.36 137.701 6.7431 1597.66 189.077 471.741 184.214 117.334 66.8797 62.7657 551.088 1408.58 546.166 130.958 86.5188 287.527 61.7962 7.15351 4.1139 225.731 56.0299 169.701 30.8154 27.8439 8.27169 19.5722 54.6427
internal_count=15965 12885 2850 10035 933 44 9102 962 3080 1182 725 457 428 2732 8140 2706 889 525 1898 477 52 29 1421 346 1075 200 118 36 82 425
is_linear=0
shrinkage=0.0149824
Tree=158
num_leaves=26
num_cat=0
split_feature=86 98 31 103 141 3 46 92 28 143 144 86 29 28 39 131 123 13 1 42 29 121 127 92 148
split_gain=12.3578 10.3311 9.30455 12.4896 10.7019 10.4402 11.6444 9.12427 8.37474 8.22613 7.72414 8.46367 8.48705 7.25077 6.58843 10.2539 9.1881 6.5808 4.59884 3.80294 8.00932 5.24096 2.86147 1.89908 0.0394242
threshold=2.8804761904761906 0.56832298136645976 0.13487604779739612 2.1325000000000007 -1.6084999999999998 1323.8751103931506 3.2350000000000008 -1.0000000180025095e-35 5.6833333333333345 2.4145000000000003 0.015450000000000002 3.7370689655172415 4.1180555555555562 5.2928571428571436 0.34667527727003772 2.2110000000000007 3.2930000000000006 0.77500000000000013 1718.5048260758142 4.4750000000000005 5.3875000000000011 1.6835000000000002 2.1055000000000006 -0.51791666666666658 0.20784537514886858
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 6 -4 -7 10 14 11 12 -2 -13 15 -1 -16 19 22 21 -21 -10 -12 -11 -25
right_child=8 2 5 -5 -6 7 -8 -9 17 23 18 13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 -24 24 -26
leaf_value=0.0015261838104041045 -0.0021737905298089108 0.0074675145951191334 -0.018233738057182765 -0.030210235761488201 -0.0025658331798034018 -0.0025036672300596256 0.0041254239585613705 0.00092208593306494335 0.016155998269953654 0.00096744369699855914 0.014933582283887517 0.015103508402895288 0.0031610143846672067 -0.017634778247361618 -0.00074858485369465777 0.011659002981451257 -0.032131628847502515 -0.017832005397026708 -0.011236532098272235 0.0081399336243053941 -0.022166919892855203 -0.0012065052807738066 -0.00043402787586739486 0.017319399657179005 0.019726813137254936
leaf_weight=468.38986488431692 132.91140721738338 24.824200391769409 14.401316627860071 3.5875562578439704 616.45635229349136 223.08335775136948 8.2084709256887418 801.70649234205484 23.033715605735782 1.8153767958283413 16.978770956397064 14.484750606119634 134.86022861301899 1.6963958367705334 235.29403633624315 23.544504806399345 2.1128784194588652 2.029868282377719 2.0200489163398734 15.698232501745226 2.236185871064662 4.6986132040619841 3.238593950867652 5.9795408472418767 2.0532417893409729
leaf_count=2833 844 134 69 20 3141 1160 53 4439 170 16 117 138 909 15 1394 194 18 13 14 129 17 37 25 54 12
internal_value=0.000108628 -0.000272097 -0.000917551 -0.00233339 -0.00217744 -4.58383e-05 -0.0101163 0.000176344 0.00272448 0.00120558 0.00181481 0.00114888 0.000513025 0.0116713 0.00102192 0.00201115 -0.00102789 0.00856412 0.0103182 0.00973743 0.00436104 0.0132143 0.0124719 0.0148071 0.0179348
internal_weight=2785.34 2431.46 1692.27 644.868 641.281 1047.4 22.6098 1024.79 353.887 739.189 306.19 283.953 267.772 16.1811 729.341 491.934 237.407 47.6966 22.2374 45.6667 17.9344 27.7323 20.2174 9.84816 8.03278
internal_count=15965 13537 9016 3295 3275 5721 122 5599 2428 4521 2062 1906 1753 153 4439 3027 1412 366 156 353 146 207 142 82 66
is_linear=0
shrinkage=0.0149824
Tree=159
num_leaves=24
num_cat=0
split_feature=86 86 86 2 43 150 144 86 98 117 30 127 96 9 42 136 120 127 49 101 132 149 93
split_gain=12.0861 13.7871 28.2899 9.23327 9.07606 9.07566 8.79429 8.72256 8.07511 12.5523 11.6992 6.73711 14.5109 8.14899 5.74016 5.50243 3.61395 6.93623 3.51692 4.45506 4.24186 3.30851 1.81683
threshold=2.6698717948717952 1.0000000180025095e-35 1.7321428571428574 292.72429757749495 1.0000000180025095e-35 0.53586959486578023 0.015650000000000001 3.7370689655172415 0.72474747474747481 0.55000000000000016 0.090593434343434323 1.3540000000000003 4.5000000000000009 2.1083333333333338 2.4950000000000006 4.1500000000000012 2.2930000000000006 1.1180000000000001 3.1050000000000004 2.5500000000000003 1.9500000000000002 0.60980563244674457 4.0500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 14 5 8 -4 7 11 10 -10 -1 13 -13 -2 -3 -16 22 -18 19 21 -21 -8 -9
right_child=6 2 3 -5 -6 -7 18 16 9 -11 -12 12 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24
leaf_value=-0.0046443845741748029 0.0039529182566597479 -0.033126408944203073 -0.0005638614081839746 -0.025099661545864217 -0.028340796076786568 -0.0059442698007850158 0.015248468881219905 0.0051882663335070921 -0.00018820709087977533 -0.0062931801398262172 0.001466048008900265 -0.003182588360513966 0.0050433214758411494 -0.0044350057584794629 -0.0013214891070779471 -0.018311605837888142 -0.023436040222530943 0.016911612073706034 -0.0050531221530765663 0.012229230620159555 -0.015086365258642398 0.0010047684464707461 0.017126906252280472
leaf_weight=75.351705245673656 214.22904036939144 4.2854169011116054 406.42708122730255 3.7483151331543914 2.484691008925437 85.110620908439159 23.821393698453907 3.7107689604163232 511.60003339499235 88.707347102463245 1056.5834299586713 156.67551385611296 69.488040067255497 29.590069852769375 5.6098175644874599 18.03413987159729 1.780151300132274 2.066845640540123 3.5069481432437888 2.4265156537294379 2.6917164549231529 4.3252260237932196 12.500039942562578
leaf_count=386 1325 18 1940 24 10 460 166 34 2685 480 6474 952 488 182 24 76 13 21 19 17 19 31 121
internal_value=0.000107091 -0.000369672 -0.00250142 -0.00167413 0.000273289 -0.00149549 0.00215052 0.00162025 0.000314333 -0.00109034 0.00105928 0.00120731 -0.000655203 0.00293495 -0.0171722 -0.0142805 0.011296 -0.0017588 0.00921714 0.0107216 -0.00213625 0.0130597 0.0143941
internal_weight=2784.75 2257.94 523.215 495.286 1734.73 491.538 526.812 490.04 1732.24 600.307 1131.94 469.983 226.164 243.819 27.9294 23.644 20.0578 3.847 36.7718 33.2649 5.11823 28.1466 16.2108
internal_count=15965 12577 2542 2424 10035 2400 3388 3136 10025 3165 6860 2947 1440 1507 118 100 189 34 252 233 36 197 155
is_linear=0
shrinkage=0.0149824
Tree=160
num_leaves=28
num_cat=0
split_feature=114 45 136 142 142 119 27 93 6 6 142 24 136 142 4 19 106 90 85 106 5 85 114 46 11 47 8
split_gain=10.3709 8.71416 11.8599 14.1897 9.59431 7.73438 13.2858 7.57467 8.04175 9.99038 8.19389 7.61597 14.9724 7.52192 7.21177 7.67127 8.43102 6.82504 10.3357 8.2016 6.68415 5.32143 2.61865 2.45916 3.64849 0.0260331 0.00571011
threshold=2.4500000000000006 1.3350000000000002 6.1500000000000012 1.0405000000000002 0.47850000000000009 0.55000000000000016 0.59866071428571443 22.050000000000004 1466.0889274047354 1467.4855884617803 -1.0000000180025095e-35 0.77500000000000013 28.250000000000004 -0.93649999999999989 1631.9720671782613 1.0000000180025095e-35 0.95450000000000013 0.076666666666666675 0.046629588431590603 0.59050000000000014 1516.8207174624324 0.051334971334971259 1.2750000000000001 3.6550000000000007 1.3785714285714288 1.7250000000000003 1.7928571428571431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 20 -7 8 10 -10 -1 13 -13 -9 15 17 21 19 -19 -2 -4 -17 -5 25 -25 26 -16
right_child=14 2 5 22 -6 6 -8 11 9 -11 -12 12 -14 -15 23 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.011089483039615603 0.0072752323449886526 -0.0088164278445376325 0.01984724100580983 -0.038128846715967356 0.0070242372306295363 -0.00043376639514505072 -0.028418446530362788 -0.0031859353153606568 -0.018249348687607664 -0.00037589637088683884 -0.0079437442588093099 -0.00065628085033068821 -0.030658606669084289 0.0036069272243722814 0.019447218717050345 0.0073386466163868338 -0.016683893685568413 -0.023739364975913779 0.012771204529093751 -0.0039515372992757212 -0.0046360740836260059 -0.0036303131827924609 -0.019856201435443071 -0.0075697252156625297 0.017827847006327786 0.020681977063374331 0.018365774969655638
leaf_weight=24.932096399366859 24.686808411031961 48.150954470038414 7.3763161450624448 3.3301805257797232 10.444476217031477 84.636631906032562 3.9874894618988028 41.309699513018131 7.0454424768686286 1929.4665086865425 6.3755528405308715 99.158006742596626 3.8798049464821807 320.40221640467644 2.283576086163519 89.110510744154453 3.777549020946025 6.2567436024546605 2.4111805930733681 35.772319950163364 3.7886430621147156 11.172690346837042 3.7352496236562729 2.3258654922246933 2.7959093227982521 3.3168703764677048 2.1377761140465736
leaf_count=160 174 205 32 14 45 366 17 247 41 10900 37 614 23 1989 13 598 24 39 16 233 17 74 16 17 22 17 15
internal_value=0.000105567 -0.000139137 -0.00346628 -0.0084114 -0.00599287 -0.000212408 -0.0016929 8.7157e-05 -0.000319143 -0.000440924 0.00721351 0.00180749 -0.001786 0.00283114 0.00352267 0.00271887 0.00528889 -0.00114993 -0.0135831 0.000632604 0.0115392 0.00611658 -0.0284688 0.0143477 0.00629449 0.0196778 0.0189244
internal_weight=2784.07 2598.02 165.45 65.6609 58.5954 99.7891 88.6241 2432.57 1967.82 1936.51 31.3076 464.75 103.038 361.712 186.048 173.188 104.061 69.1271 8.66792 60.4591 11.165 100.283 7.06543 12.86 5.12177 7.73822 4.42135
internal_count=15965 14723 712 280 250 432 383 14011 11138 10941 197 2873 637 2236 1242 1158 696 462 55 407 49 672 30 84 39 45 28
is_linear=0
shrinkage=0.0149824
Tree=161
num_leaves=27
num_cat=0
split_feature=26 53 35 126 9 121 103 35 123 92 112 92 97 92 130 105 113 7 26 125 50 115 27 35 3 123
split_gain=12.2283 11.709 11.4387 11.0113 10.7015 9.09451 8.89055 8.11843 11.9436 10.3417 7.9266 8.3573 7.32241 8.53221 7.51941 6.23638 7.26086 6.1865 6.03349 10.3079 11.9732 11.8188 6.46825 5.09156 2.49212 1.20219
threshold=0.4331666666666667 3.2850000000000006 4.5650000000000004 0.61250000000000016 0.44761904761904764 0.64600000000000013 0.91750000000000009 2.5550000000000002 1.1940000000000002 0.039583333333333255 0.52250000000000008 -0.12958333333333327 4.5000000000000009 0.57291666666666685 2.8165000000000004 0.5635 0.28650000000000003 -15.030904749912109 0.57133928571428594 1.5500000000000003 1.4350000000000003 1.0500000000000003 0.65950000000000009 7.0850000000000009 1547.6361140005556 0.7945000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 24 -6 -7 8 9 -3 11 -9 14 -14 -5 17 -17 -2 22 20 -20 -21 23 -4 25 -1
right_child=2 7 18 12 5 6 -8 10 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0081799759087052022 -0.022836373569858459 -0.018928394768814468 0.0046955926920785188 -0.00013787262275487196 -0.022111237827669224 0.00033199845962300975 -0.0049725596284305573 -0.0023238658012342418 0.015690309472288375 0.0099840710839324328 -0.00011431860651175117 -0.029530533841045776 0.0013145567030864384 0.014137149421133829 -0.0055150387769903834 0.0010983357324945947 -0.025238788591850709 -0.0027982732557789354 -0.0075998041247026813 0.0060675351091088606 0.013851337489023691 -0.015605077330736185 -0.022061481949152285 0.012744982614114417 0.00051722802841982129 0.020610405828179787
leaf_weight=2.5075750052928907 3.6056995987892142 10.106638044118883 106.95889568328857 1448.6516167744994 5.1167081817984572 164.08980979770422 124.91555716842413 3.3096624612808236 5.164353296160697 3.8292203396558753 4.3925745934247962 10.819812744855881 636.35201583057642 11.865724168717859 60.827791184186935 3.6317175030708295 6.6562677621841431 84.731808364391327 9.1163026392459887 9.0027223005890864 16.255650714039803 15.158535480499266 1.867646500468253 21.123122282326221 2.8160745352506629 5.7543998211622238
leaf_count=14 17 42 843 8052 25 846 675 14 22 16 19 45 3680 76 403 19 33 428 59 73 136 116 14 213 14 30
internal_value=-8.96738e-05 -0.002739 0.0002832 -6.37359e-06 -0.00176684 -0.00231132 -0.00196077 -0.0106253 -0.00377172 -0.010984 -0.0176929 -0.0231577 0.000217395 0.00154928 -0.000354557 -0.0049019 -0.0159417 -0.00361618 0.0039235 -0.000525818 0.00614381 -0.00752965 0.00561945 0.00602309 0.012689 0.0168377
internal_weight=2778.63 342.822 2435.81 2256.32 305.2 294.122 289.005 37.6223 19.1002 13.9359 18.522 14.1295 2157.7 648.218 1509.48 98.6255 10.288 88.3375 179.483 49.5332 25.372 24.1613 129.95 128.082 11.078 8.26197
internal_count=15924 1762 14162 12708 1604 1546 1521 158 80 58 78 59 12211 3756 8455 497 52 445 1454 384 195 189 1070 1056 58 44
is_linear=0
shrinkage=0.0149824
Tree=162
num_leaves=26
num_cat=0
split_feature=35 35 133 50 93 93 0 30 7 2 104 93 92 3 21 0 53 27 3 11 41 79 52 39 4
split_gain=11.5405 11.6902 10.9525 8.95046 8.75375 9.57926 9.05625 7.85065 7.0089 7.68819 5.56436 13.2125 8.42519 11.1891 4.98733 7.53751 4.54453 7.68194 5.29586 4.47066 4.13897 3.31931 2.94453 2.63021 0.444464
threshold=4.8350000000000009 4.7350000000000012 1.1835000000000002 1.5350000000000004 12.900000000000002 4.0500000000000007 1390.1273337099797 0.18357985395993262 10.753411377038107 13.901112434361609 0.41650000000000004 20.550000000000004 -1.0000000180025095e-35 1479.9230610349562 0.33166666666666672 1708.6906419127747 1.905 0.6041428571428572 1521.1808810285002 1.7928571428571431 2.4450000000000007 2.8926493192797547 3.2550000000000003 0.076283077659245066 1440.6077555465329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 22 9 -5 16 12 21 -14 15 -13 17 18 -2 -10 -16 -12 -4 -18 -25
right_child=10 2 7 8 6 -7 -8 -9 19 -11 11 14 13 -15 20 -17 23 -19 -20 -21 -22 -23 -24 24 -26
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leaf_weight=572.97852306067944 32.846245482563972 3.096404403448104 2.2300887703895551 58.02572737634182 86.51385922729969 420.46789469569921 1431.3134164735675 3.6119822412729263 13.56627878546715 12.970672726631163 3.3615904152393368 16.284475788474086 4.704474680125716 16.04228799790144 2.3176645636558559 7.1113052666187277 2.4673022180795661 2.174529440701007 34.387581165879965 18.285813562572002 17.393844731152058 1.8141230493783949 2.6384638845920563 1.9131560698151577 9.8351277709007245
leaf_count=3156 296 21 15 492 479 2111 7977 27 112 106 24 128 32 113 16 56 17 15 307 158 153 14 20 13 66
internal_value=-8.82809e-05 -0.000321107 -0.0153434 -0.000254579 -0.000431995 -0.00152537 0.000283641 -0.00653776 0.00407742 0.00145768 0.00391641 0.000768067 -0.00768457 -0.0119508 0.00585105 0.00117336 0.0065153 0.00493464 0.00583104 0.00991666 0.011403 0.00941643 0.00587861 0.0142329 0.0171863
internal_weight=2778.35 2625.7 11.5769 2614.12 2511.27 993.446 1517.83 8.48053 102.848 70.9964 152.654 69.0298 25.9225 20.7468 43.1073 23.3958 83.6239 69.4084 67.2338 31.8521 19.7115 5.17571 4.86855 14.2156 11.7483
internal_count=15924 14674 83 14591 13723 5267 8456 62 868 598 1250 536 183 145 353 184 714 618 603 270 169 38 35 96 79
is_linear=0
shrinkage=0.0149824
Tree=163
num_leaves=27
num_cat=0
split_feature=86 89 86 23 94 27 56 94 17 89 17 31 124 8 17 145 4 56 10 102 132 137 96 4 116 30
split_gain=12.8082 17.6596 19.8154 10.0972 9.17654 14.7829 8.98498 11.1095 10.4302 7.7202 7.57964 7.53172 8.2829 7.38963 7.2304 6.7234 6.52545 10.072 7.6008 6.4848 5.14609 3.96105 6.07102 3.76692 1.89837 1.74985
threshold=2.6698717948717952 1.0000000180025095e-35 1.5857142857142861 2.7083333333333335 14.550000000000002 0.65683333333333349 1.8950000000000002 20.550000000000004 2.5000000000000004 0.17000000000000001 4.5000000000000009 0.73431372549019625 2.3665000000000007 1.0333333333333337 2.5000000000000004 0.9930000000000001 1459.6549528244966 2.1350000000000002 2.0333333333333337 1.2935000000000001 1.2930000000000004 4.1500000000000012 2.5000000000000004 1511.8409870804671 0.83350000000000013 0.16836894215737361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 5 -1 8 -8 -4 15 14 16 -13 23 -5 21 17 -11 -18 -6 -15 24 -23 -3 -2 -12
right_child=9 2 6 10 19 -7 7 -9 -10 11 25 12 -14 20 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.001698450238172645 0.017961066286474696 0.005983638806845451 -0.0022837304939380678 0.0020611362559962306 -0.00013107708531342584 -0.031860843757175017 -0.003321828832066975 -0.016510285543579768 0.0066309967160696022 -0.0027441684982289116 0.0070107353614096007 -0.033673842482105129 0.0048666807376564871 -0.032820355955553542 -0.0052176395109080551 -0.020640385647466331 0.003865127287742152 0.013204461631380147 -0.0014573545852134156 0.0036062689169497879 -0.013517303456382751 0.00047166729414235907 0.011920521530187052 -0.015686771511559637 0.0013840148476711265 0.01896854655333834
leaf_weight=617.18710958212614 10.830133073031899 3.3751630932092693 404.25618059933186 488.7009301520884 446.33928728103638 3.669123724102973 44.372261747717857 21.181288853287697 31.775957651436329 108.47013490647078 4.6989734768867475 2.8493081852793685 2.232441820204258 7.2427391558885557 32.682958893477917 1.8715947866439808 263.32854379713535 9.6818792521953565 78.086778447031975 135.9608368575573 5.4203611463308334 21.486866921186447 20.143639333546162 3.8595615327358246 1.8098460286855704 6.6129687055945396
leaf_count=3564 84 14 1921 2982 2371 19 251 120 156 661 29 19 16 30 202 11 1637 76 521 823 24 157 162 16 14 44
internal_value=-8.68975e-05 -0.00057553 -0.00299327 0.000150806 -0.000609528 -0.0018767 -0.00241158 -0.00758321 -0.00163407 0.00203105 0.00186811 0.00139697 -0.0167428 -0.0176566 0.00160487 0.0072789 0.00159755 -0.00143727 0.0026478 0.000741553 -0.0245578 0.00824175 0.0060114 -0.00557705 0.0155875 0.0140013
internal_weight=2778.13 2257.34 521.484 1735.85 1203.16 620.856 501.586 65.5536 436.032 520.791 532.696 464.649 5.08175 19.8978 521.384 56.1421 459.567 118.152 341.415 582.3 12.6631 54.2705 41.6305 7.23472 12.64 11.3119
internal_count=15924 12566 2532 10034 6777 3583 2448 371 2077 3358 3257 2930 35 84 3184 428 2895 737 2158 3194 54 417 319 30 98 73
is_linear=0
shrinkage=0.0149824
Tree=164
num_leaves=31
num_cat=0
split_feature=86 86 86 23 56 133 6 115 1 85 126 56 37 34 85 3 6 136 131 30 8 111 0 6 124 4 4 137 4 4
split_gain=12.4396 16.4473 16.8911 9.62365 8.66127 21.6885 7.31775 7.44974 7.27262 8.76121 8.31109 8.66467 7.00042 11.4286 9.07249 8.64778 6.65159 6.54553 14.0336 7.24411 6.48618 6.24208 6.18977 5.38764 4.82841 7.09757 5.52913 4.81043 4.00523 3.64798
threshold=2.6698717948717952 1.0000000180025095e-35 1.5857142857142861 2.7083333333333335 1.8950000000000002 1.6125000000000003 1466.0889274047354 0.70850000000000013 1496.6244380378564 0.23268065268065263 2.2110000000000007 1.7150000000000001 0.27434057995528416 3.1350000000000002 -0.18598639455782312 1500.9645994691407 1467.4855884617803 29.250000000000004 1.4145000000000001 0.097652668256005867 1.0333333333333337 15.350000000000003 1532.0963234346157 1498.9276681462873 1.5500000000000003 1482.9095794439654 1459.6549528244966 12.950000000000001 1554.5945392565027 1511.8409870804671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 6 21 -6 7 -1 9 10 11 -2 13 15 -15 -10 -8 19 -19 -5 29 -4 -12 27 26 -26 -14 -11 -22 -3
right_child=8 2 4 17 5 -7 16 -9 12 23 22 -13 24 14 -16 -17 -18 18 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0032832049303608054 -0.0034081019627124525 0.0058972487891916659 -0.0019279930911125247 -0.0032928246420801189 -0.014465199248950206 0.0030886532613609565 -0.017137036411656915 0.013382041661282181 0.0011635492630607757 0.013503015716096495 -0.0029682138154005409 0.0027031082254260442 -0.0018190089607658423 0.012132312703540222 -0.0024133343901538398 -0.030554755642294651 -0.0007038531737447438 -0.013193747665329002 0.0080288642509294753 0.0028003220101150954 -0.029245332820844981 0.0084481345056150719 -0.034764281608613556 -0.012306131431682913 0.010517583996908804 0.0014010777777142824 0.0090495153412658031 0.00014384720860770398 -0.010498708425522578 -0.015421880312372092
leaf_weight=9.5115000307559985 108.50873276591301 3.3733122497797039 422.85352589190006 48.468539342284203 39.474086664617062 26.343828253448009 5.5551442801952353 16.408087577670813 3.2529681622982016 19.964669756591327 2.7028940543532363 100.14132772386074 12.167262509465216 13.440636813640593 33.909996688365936 4.7425491660833359 1172.2254571840167 18.205901689827446 11.357159316539763 454.6164622604847 8.2768715023994428 13.427527070045469 2.7959732040762901 2.8039683550596228 23.370288230478764 106.65093505382538 76.998273968696594 8.6814049631357175 3.7027503401041022 3.8669793307781219
leaf_count=55 634 14 2012 260 221 150 31 107 20 134 17 666 78 90 226 27 6585 110 80 2809 35 65 18 17 155 724 498 54 16 16
internal_value=-8.55434e-05 -0.000566782 -0.00290059 0.000133917 -0.00237295 -0.00743922 -0.000608065 0.00726653 0.00200331 0.000130238 -0.000954194 -0.000475034 0.00367897 -0.00108215 0.0017155 -0.0176502 -0.000781363 0.00181068 -0.00504072 0.00221329 -0.0166847 -0.00160864 -0.0191354 0.00751433 0.00488118 0.0030397 0.00756643 0.00945442 -0.023451 -0.00548913
internal_weight=2777.8 2257.67 521.319 1736.35 502.099 65.8179 1203.7 25.9196 520.132 245.599 214.149 208.65 274.533 55.3462 47.3506 7.99552 1177.78 532.648 29.5631 503.085 19.2199 436.281 5.49887 31.45 219.187 130.021 89.1655 28.6461 11.9796 7.24029
internal_count=15924 12566 2529 10037 2448 371 6778 162 3358 1540 1335 1300 1818 363 316 47 6616 3259 190 3069 81 2077 35 205 1455 879 576 188 51 30
is_linear=0
shrinkage=0.0149824
Tree=165
num_leaves=30
num_cat=0
split_feature=86 89 86 23 89 144 115 79 89 15 120 145 6 90 44 141 35 10 97 55 136 131 90 149 93 0 4 0 21
split_gain=12.0823 16.5936 18.5996 9.52407 8.88519 8.81567 9.01659 8.35426 7.52062 7.70768 8.7981 7.49676 7.42225 7.26691 7.93673 7.2645 7.03127 6.54647 11.3036 6.42569 6.40724 13.5439 5.69894 5.31521 4.92496 6.24826 4.64688 4.2218 1.74826
threshold=2.6698717948717952 1.0000000180025095e-35 1.5857142857142861 2.7083333333333335 0.030000000000000002 0.0010500000000000004 1.4145000000000001 2.8098448471773501 0.17000000000000001 0.63333333333333341 2.0500000000000003 0.85235000000000005 1466.0889274047354 0.031249999999999955 8.8250000000000011 0.25100000000000006 3.0450000000000004 2.2071428571428577 4.5000000000000009 1.655 29.250000000000004 1.4145000000000001 0.15083333333333337 0.61941211201079638 12.900000000000002 1545.6143767620445 1554.5945392565027 1512.4869635343618 0.81666666666666676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 5 -4 12 -7 -6 9 10 11 -2 -1 17 16 27 -15 23 -19 -16 22 -22 -5 -10 25 -11 -17 -3 -26
right_child=8 2 4 20 7 6 -8 -9 13 24 -12 -13 -14 14 19 26 -18 18 -20 -21 21 -23 -24 -25 28 -27 -28 -29 -30
leaf_value=0.0071681981064153737 0.0075951996915657972 -0.01658108533227701 0.020582773090606608 0.0024883519216930823 -0.0016024315550268759 0.0045429771677397441 -0.015516666558849311 -0.006658947735511042 0.0014272099989262967 -0.0012098228635341367 -0.025494639799131472 -0.022558242784050733 -0.0011749553869952187 0.002250318711976639 0.00079249501440596594 -0.034018290610982514 0.0099549220635300664 -0.013439723413102697 0.0024872954051004146 -0.017263454169209418 -0.012904797164626976 0.007948455142161439 -0.0071597013962549812 -0.0070373460416504616 0.017745402240639762 0.017923406444141792 -0.011917135175515728 0.0026947699791956994 0.0031307239211977441
leaf_weight=24.480996698141098 13.939777404069906 6.0447524189949053 3.7688897699117652 487.82026400417089 409.48826977610588 100.51733057945967 5.294807367026805 89.347619861364365 251.84434472769499 11.324552603065969 2.7309827283024779 2.1341399848461142 1073.5174772068858 50.840234987437725 42.50946931540966 6.3034287542104703 55.739274084568024 20.38825286179781 19.636058956384659 4.9381918758153907 18.333695173263553 11.300601638853548 14.141212046146391 17.831310033798218 17.77229414135218 5.7901779264211646 3.2296363860368729 4.4122435599565506 2.0492073521018019
leaf_count=152 101 25 20 2978 1947 638 28 481 1533 83 20 13 5959 294 272 26 403 132 135 30 110 80 89 131 147 47 14 19 17
internal_value=-8.4196e-05 -0.000558163 -0.00289866 0.000146646 -0.00233496 -0.000590924 0.0035392 -0.00250812 0.00197602 0.00717564 -0.000632467 0.00359169 -0.000988936 0.00135102 0.00401049 -0.0170715 0.0062797 2.83417e-05 -0.00562588 -0.00108671 0.00181689 -0.00495272 0.00221655 0.000867522 0.0111509 0.00526326 -0.0265309 -0.00844781 0.0162345
internal_weight=2777.47 2258 522.595 1735.41 502.605 1203.81 105.812 498.836 519.468 55.7411 18.8049 16.0739 1098 463.727 154.027 19.9901 106.58 309.7 40.0243 47.4477 531.596 29.6343 501.961 269.676 36.9362 17.1147 9.53307 10.457 19.8215
internal_count=15924 12566 2532 10034 2448 6777 666 2428 3358 428 134 114 6111 2930 999 84 697 1931 267 302 3257 190 3067 1664 294 130 40 44 164
is_linear=0
shrinkage=0.0149824
Tree=166
num_leaves=23
num_cat=0
split_feature=26 94 110 28 44 41 45 10 27 14 86 86 133 77 28 149 131 92 114 123 94 46
split_gain=11.7521 11.3827 11.5396 11.5968 11.2768 10.6113 9.62526 13.5298 9.2717 9.20696 8.99867 9.54868 8.63916 8.21392 8.34433 8.12988 8.05853 7.4892 4.60003 3.48186 2.65288 1.09516
threshold=0.4331666666666667 19.050000000000004 24.950000000000003 5.7888888888888896 12.025000000000002 2.2550000000000003 1.3450000000000004 0.59166666666666679 0.62211111111111117 0.29166666666666669 2.7470930232558142 2.2052631578947373 1.7890000000000004 0.44761904761904764 2.7321428571428577 0.54246508583276387 1.2930000000000004 0.25541666666666668 0.9285000000000001 1.7030000000000001 13.050000000000002 2.3550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 16 6 17 13 -8 -7 19 11 -11 -9 18 -15 -12 -4 -2 -1 21 -5 -3
right_child=1 9 3 20 -6 8 7 12 -10 10 15 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0071792894995939358 -0.0011163049781556819 0.01063762752257625 -0.0086653099966290687 -0.0034175823570996404 -0.032044572304843921 0.0031354506310045122 0.014679693502173073 -0.010750701727325597 -0.021899214596494167 0.0016094762141219295 0.010374200976020586 -0.0034947763177037971 -0.035532730389363422 0.0032912110980661061 -0.0032693724975026857 0.0024712628716140011 -0.027927896045412768 0.002249594851489838 0.015641523366251915 0.00099074505828839984 0.01806424071500394 0.020183422079458439
leaf_weight=2.5297940373420706 1239.1932520568371 4.0498771667480495 23.093174785375599 1.9739633426070202 2.9104590639471999 225.3013519719243 4.2737542539834967 24.703388616442684 3.3704142570495597 517.44714961946011 43.959393344819546 97.822863608598709 3.6203658133745185 53.016776882112026 242.88992315530777 87.140031583607197 6.1797413825988761 168.57217606157064 9.1682223677635175 4.0756935998797408 3.7266246005892754 8.081578351557253
leaf_count=12 6641 20 125 13 17 1852 18 104 25 2976 288 515 15 274 1273 628 35 946 49 25 29 44
internal_value=-8.28751e-05 0.000283059 -0.000409003 -0.0089246 -0.00267875 -0.00022701 -0.00242752 -0.010169 0.00276646 0.00179992 0.00155732 0.000797942 -0.0139184 -0.00160714 -0.00209393 0.00512123 -0.0127318 -0.000713257 0.0107063 0.0129717 0.0106257 0.0169968
internal_weight=2777.1 2433.99 1671.41 34.9735 343.113 1636.44 340.202 32.5975 228.672 762.577 746.369 615.27 28.3238 307.605 295.907 131.099 29.2729 1407.77 11.698 16.2071 5.70059 12.1315
internal_count=15924 14162 9666 202 1762 9464 1745 137 1877 4496 4407 3491 119 1608 1547 916 160 7587 61 89 42 64
is_linear=0
shrinkage=0.0149824
Tree=167
num_leaves=25
num_cat=0
split_feature=26 53 133 77 19 136 30 41 28 93 111 4 130 3 101 144 11 90 122 53 46 122 98 150
split_gain=11.3923 10.9299 10.4374 10.1631 9.99288 9.55221 9.26986 9.11339 8.47953 8.0894 12.8685 17.8603 10.5493 13.5533 8.80494 8.00352 7.93479 7.87578 7.50554 7.70558 5.89995 5.09543 3.71354 0.0274848
threshold=0.4331666666666667 3.2850000000000006 1.7640000000000002 0.44761904761904764 1.0000000180025095e-35 6.9500000000000011 0.1201503759398496 2.2350000000000008 2.7321428571428577 11.400000000000002 6.2500000000000009 1352.6254755341863 2.8165000000000004 1592.5747728104304 0.90000000000000013 0.040250000000000008 3.183333333333334 -0.3824999999999999 3.4585000000000004 1.6250000000000002 3.9450000000000007 3.7165000000000004 0.68990384615384626 0.52479469483749097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 22 5 -3 -6 9 20 10 16 -12 14 -14 -11 18 -2 -10 19 -9 -5 -20 23 -1
right_child=7 2 -4 8 6 -7 -8 15 17 12 11 -13 13 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.021035210821012593 -0.00054817002416730038 -0.015080018363349873 -0.029740413225553961 0.0050108114632403684 -0.021987624053499626 0.014805949022091147 -0.0023421883192324086 0.007274002671945552 -0.013162995979323107 -0.0014714980180340269 -0.034425376385656924 -0.0042353993798865319 0.00010293022619709445 -0.018135869490250853 0.0015078840891088055 -0.027505671461825223 0.012519337669985815 -0.0026508297782982153 -0.031185727737156093 0.0017742566166469508 -0.011557452304884435 0.00152726968789355 0.0025814047418860685 0.019009128390208213
leaf_weight=3.5374466776847822 588.75479833036661 3.6179062277078611 5.2977936863899222 46.330682776868343 11.672132194042208 7.1351520717144012 10.019829645752905 72.370828796178102 17.218030773103237 286.73966697603464 4.5254491567611685 157.02603949606419 23.000250212848186 15.18285797536373 996.27770534157753 1.9826345741748799 10.618764750659464 225.8105034083128 2.4455321952700606 272.52437320351601 5.3853121548891059 1.8985668271780012 4.787684828042984 2.6211311817169189
leaf_count=18 3187 15 22 236 48 30 43 715 92 1503 22 771 137 93 5557 16 83 1185 20 2041 33 17 24 16
internal_value=-8.15907e-05 -0.00263603 -0.0102426 -0.00169687 -0.00705891 0.00475069 -0.0129131 0.000278934 -0.00222332 -9.76453e-05 -0.00132819 -0.0050811 0.000611071 -0.00714942 0.000842026 0.00251138 -0.00031666 -0.00339559 0.00268179 0.00292829 0.00328551 -0.0168887 0.0124788 0.020173
internal_weight=2776.78 343.434 37.7428 305.691 32.445 10.7531 21.692 2433.35 294.745 2082.13 760.925 161.551 1321.2 38.1831 1283.02 351.222 599.374 243.029 349.239 344.895 51.716 4.3441 10.9463 6.15858
internal_count=15924 1762 158 1604 136 45 91 14162 1546 11353 4063 793 7290 230 7060 2809 3270 1277 2793 2756 269 37 58 34
is_linear=0
shrinkage=0.0149824
Tree=168
num_leaves=24
num_cat=0
split_feature=136 27 93 27 111 141 127 137 17 128 99 94 79 30 5 16 30 93 128 52 148 29 56
split_gain=11.4595 8.88008 7.94489 10.6257 15.2871 13.6768 10.4045 8.4795 9.90425 7.56215 11.0534 11.1361 9.72907 8.36295 14.2172 10.7846 7.49938 6.81625 3.85465 3.83135 2.41427 1.83131 0.410577
threshold=2.8500000000000001 0.4981666666666667 22.050000000000004 0.46316666666666667 11.350000000000003 -0.40249999999999997 1.5635000000000001 6.0500000000000007 4.5000000000000009 1.0000000180025095e-35 0.75595238095238104 17.550000000000004 2.732075142667505 0.13215343832839546 1459.7547159432677 1.5000000000000002 0.19933774834437087 29.550000000000004 0.55000000000000016 2.1850000000000005 0.26796584848230992 0.70714285714285718 2.1050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 9 4 6 -6 -4 17 -9 10 12 -12 -2 15 -15 -11 18 -5 19 -1 21 -3 -23
right_child=2 20 3 7 5 -7 -8 8 -10 13 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.0076774108792388657 -0.00047329593389798113 0.002672406097371217 -0.0019826084738741078 0.0073993347413646429 -0.019296704908376233 -0.0032639288637193722 0.010097218598885852 0.0018033467867462926 -0.018294604342338521 -0.00017236932772424064 -0.0013836888076169268 -0.028961186495420635 0.0047845576059781132 -0.032243653813784613 -0.0015872199072527885 0.0062195193686339877 -0.017478877896707257 -0.0029310665547150868 -0.012588609038015303 0.012332077637577458 0.0027770654447662169 0.01914754460080827 0.012945880875899386
leaf_weight=2.6810244396328953 127.05568785220385 1.9290431141853392 37.892028912901878 112.37546417862177 15.718464389443396 49.729332059621811 27.709202855825424 245.26141723245382 5.6303455755114546 610.64337088912725 160.8528738617897 3.3554467409849158 208.85656296461821 3.4066981151700011 1052.4045887701213 65.619957432150841 4.0871293619275084 16.434244491159916 2.3108105361461631 10.804739527404307 3.3981020599603644 13.962130181491377 2.8930824846029273
leaf_count=15 639 14 223 692 92 299 185 1547 37 3178 881 19 1431 20 6007 366 26 111 14 67 18 86 21
internal_value=0.000120359 0.00788092 1.34205e-06 0.00168703 -0.00199137 -0.00711449 0.00311977 0.00295659 0.00135232 -0.000384362 0.00123851 -0.00194721 0.00279582 -0.000852951 -0.00168614 0.000447856 0.000610175 0.00608133 0.00529047 0.0083541 0.0143982 0.0165005 0.0180831
internal_weight=2785.01 42.0661 2742.95 510.75 131.049 65.4478 65.6012 379.701 250.892 2232.2 500.121 164.208 335.912 1732.07 1055.81 676.263 19.8837 128.81 15.7966 13.4858 22.1824 18.7843 16.8552
internal_count=15988 261 15727 3186 799 391 408 2387 1584 12541 2970 900 2070 9571 6027 3544 122 803 96 82 139 121 107
is_linear=0
shrinkage=0.0149824
Tree=169
num_leaves=27
num_cat=0
split_feature=86 136 85 141 91 31 85 26 37 103 86 149 101 50 133 130 55 26 99 7 99 4 134 141 108 52
split_gain=12.6625 13.1255 9.82161 12.8197 10.1918 8.75112 9.5661 8.82182 8.08445 7.82372 7.42322 8.45635 10.3623 11.2943 9.37397 11.3355 8.15649 6.56001 5.72371 6.75686 3.25842 3.0128 1.73814 3.45887 1.99784 0.351001
threshold=2.6698717948717952 2.9500000000000006 -0.47050505050505048 0.12400000000000001 0.028749999999999953 0.20362176335627663 -0.016638655462184845 0.30266666666666669 0.63568070473884097 0.56950000000000001 3.7370689655172415 0.61941211201079638 0.90000000000000013 1.3150000000000002 2.3165000000000004 1.6835000000000002 1.5850000000000002 0.48211111111111116 0.71825396825396837 -13.244794835794435 0.23611111111111113 1563.8130465296849 -0.41099999999999998 -1.0000000180025095e-35 3.5000000000000004 2.7150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 17 -5 7 -7 -4 18 -10 11 14 25 -14 16 -16 -2 -3 19 -1 -12 -20 23 -22 -24 -13
right_child=10 2 5 4 -6 6 -8 -9 9 -11 20 12 13 -15 15 -17 -18 -19 21 -21 22 -23 24 -25 -26 -27
leaf_value=0.015849202549275711 0.0047921157636292766 -0.012195849868849086 -0.02306554621532891 -0.031859079849447497 -0.00611497031232687 -0.0050992329056458981 0.0021460044448022323 -0.00087972006915161332 0.012527458548418855 -0.021959831826348301 -0.0045308491567291062 0.018939887881401447 -0.022541695811867182 -0.0019930947777701343 0.0023898671803351946 -0.012478951316844147 0.00056849278297574238 0.010143695368767667 0.018191766167916387 0.00043968117730203875 0.017132861241134459 0.0058388968055573002 0.017053685950106159 -0.014628338808955416 0.00010781114914895671 0.010514082046803814
leaf_weight=8.6721344366669637 249.07079045474529 4.8478272110223788 4.0325744301080695 7.2380519807338697 6.5990140438079834 45.504861153662205 404.79708646982908 1721.1599169708788 2.3196864426136008 4.0625093728303909 2.6950093656778362 2.5045746490359333 9.4046456068754214 16.605813331902027 26.766205988824368 20.191458709537983 174.57019344717264 7.5396650433540344 14.79743751883507 24.245357736945152 1.7137020751833918 6.3269886597990981 13.800080105662341 1.3971259817481083 1.7609703615307815 1.9931185767054556
leaf_count=53 1647 22 21 34 30 226 2621 9259 15 27 24 16 59 128 168 137 1005 36 82 144 16 36 137 13 17 15
internal_value=0.000118637 -0.00036691 -0.000555971 -0.00967012 -0.0195815 -0.000446104 0.00141384 -0.000931579 0.00652205 -0.00942501 0.0022209 0.00185213 -0.00579193 -0.0094229 0.00234768 -0.00400362 0.00305168 0.00140114 0.00840536 0.00449934 0.0108694 0.014492 0.0130922 0.00286836 0.015136 0.0152061
internal_weight=2784.62 2262.14 2201.72 26.2246 13.8371 2175.49 450.302 1725.19 60.4241 6.3822 522.474 501.107 30.5082 26.0105 470.599 46.9577 423.641 12.3875 54.0419 32.9175 21.3669 21.1244 18.6719 3.11083 15.5611 4.49769
internal_count=15988 12606 12249 122 64 12127 2847 9280 357 42 3382 3175 218 187 2957 305 2652 58 315 197 207 118 183 29 154 31
is_linear=0
shrinkage=0.0149824
Tree=170
num_leaves=27
num_cat=0
split_feature=86 136 85 141 30 29 124 31 85 143 149 86 45 96 92 92 37 53 126 133 121 145 13 42 89 133
split_gain=12.3028 12.7732 9.50218 12.3342 8.63091 8.5407 8.4989 8.492 9.27732 8.20283 8.06357 7.73609 7.60199 6.69298 6.70824 6.60501 5.81911 6.46186 5.42471 5.18889 4.62107 4.23264 7.15462 3.78202 3.31513 0.645276
threshold=2.6698717948717952 2.9500000000000006 -0.47050505050505048 0.12400000000000001 0.27093068535825543 4.6125000000000007 1.1000000000000003 0.20362176335627663 -0.016638655462184845 2.2085000000000004 0.61941211201079638 3.7370689655172415 1.2650000000000003 6.5000000000000009 -0.86958333333333315 0.034583333333333209 0.3693166146052661 2.3250000000000006 1.5855000000000004 2.3875000000000006 1.0500000000000003 0.67555000000000009 0.22500000000000003 2.0650000000000004 0.35000000000000003 0.95000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 16 11 12 9 -9 -4 20 13 24 14 -2 -5 23 -18 -3 -15 -8 25 -23 -1 -7 -13
right_child=5 2 7 15 -6 6 10 8 -10 -11 -12 21 -14 19 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0057312804686117935 -0.021743305734892554 -0.0060440971496679378 -0.0010140107975655111 -0.011463073107276909 -0.019705933673893658 0.0045626725193992877 -0.00045271623952339524 -0.0050124623413407669 0.0021164396300920635 0.010106115343655228 -0.018941792838428347 0.0060838913536235073 -0.012310198351670059 0.010562752433755603 -5.5642953472400433e-05 -0.032988212844077686 -0.0031992710180191847 0.0095581725458476832 0.014634034938332792 -0.016502709173258009 0.0054799300668526415 -0.024572875580825309 0.016923341008825452 0.018799660476590475 0.016842600100265559 0.017036370420783931
leaf_weight=7.9451834559440639 3.2361438497900954 7.9298756271600741 1710.8969525061548 8.9278598278760892 2.7055113464593878 6.3295387402176919 40.518317490816116 45.598309859633446 404.30592407286167 15.02109834551811 3.5640545710921279 1.3713597655296315 2.6661344468593589 19.696045987308029 298.28403230011463 4.9876482486724845 15.723195016384123 20.574538946151733 4.4436679184436798 1.7296419590711583 108.1022908911109 1.762828961014747 1.9804860055446623 13.27947800606489 22.395661979913712 10.10723591595888
leaf_count=50 19 36 9190 41 18 42 268 226 2621 90 23 14 13 146 1829 23 104 108 22 13 734 15 20 77 145 101
internal_value=0.000116945 -0.000361345 -0.000547524 -0.00950111 0.00644591 0.00219087 0.00479257 -0.000439344 0.00139392 -0.000917229 0.00332845 0.000778522 0.0118905 0.000286544 -0.000288413 -0.0191782 0.00767594 0.00403199 0.00138198 0.00837781 0.00386252 0.0112162 -0.00261839 0.0139077 0.0141368 0.0157279
internal_weight=2784.08 2262.34 2202.11 26.2891 60.2279 521.744 183.576 2175.82 449.904 1725.92 152.185 338.168 31.3913 322.946 301.52 13.9155 57.5224 36.2977 12.3735 21.4257 148.621 15.2219 3.74331 21.2247 28.7252 11.4786
internal_count=15988 12606 12249 122 357 3382 1225 12127 2847 9280 1025 2157 200 2007 1848 64 339 212 58 159 1002 150 35 127 187 115
is_linear=0
shrinkage=0.0149824
Tree=171
num_leaves=27
num_cat=0
split_feature=26 85 38 133 14 126 6 145 2 107 149 31 142 107 9 149 47 4 111 1 102 54 27 96 102 39
split_gain=8.66523 9.7116 13.4193 8.78819 8.74302 8.38525 9.64595 9.14654 15.4392 8.42954 8.39899 8.25028 8.00312 7.84504 7.66087 6.86101 8.60339 6.95706 6.46511 5.9554 6.75137 5.69692 5.41822 5.12952 5.11802 3.18106
threshold=0.43050000000000005 -0.2899248120300752 0.27355920182584065 0.89450000000000018 0.29166666666666669 0.68350000000000011 1470.8351562447551 0.31895000000000007 59.471647744547575 0.59050000000000014 0.45338745658086405 0.072118510262840121 1.0025000000000002 0.77250000000000008 0.44761904761904764 0.57888813010597684 1.6250000000000002 1465.296115817091 13.450000000000001 1471.2862900680391 0.35450000000000004 1.1150000000000004 0.50118055555555563 1.5000000000000002 1.0705000000000002 0.20272034787378382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 18 15 6 11 9 -9 -7 -8 -6 13 -5 -14 19 17 -17 23 25 -21 -4 -20 -3 -1 -2
right_child=4 3 21 12 5 7 10 8 -10 -11 -12 -13 14 -15 -16 16 -18 -19 22 20 -22 -23 -24 -25 -26 -27
leaf_value=0.013546124695589025 7.6326678527094971e-05 0.002810025623984528 -0.012344847711892053 0.00038950215764383707 -0.0050561772477171092 0.0030803679043652039 0.0029791897018376918 0.00022390258240003063 -0.0048707777899676657 0.00037679731172109192 -0.0078072310786060231 0.014220256483231197 0.010038953621779379 -0.0052152048535222626 -0.012106568454739288 -0.015907507727203229 -0.025351975677795235 0.011516017657598174 -0.021548183943412506 -0.0015716478178041966 0.011035488983222437 -0.036255615152056074 0.0039295656129261511 0.016923941872167992 -0.013486284403065598 0.017695874400148359
leaf_weight=3.8992374688386908 2.7074524015188244 11.382421493530279 4.0551678091287595 165.07404006272554 8.8524840548634547 436.35643678531051 20.472625814378262 1040.7285680770874 153.17378659918904 636.47137521952391 77.725713975727558 11.405066147446631 3.9949028193950644 84.888099662959576 28.677321426570415 3.0274578928947431 3.2297831773757926 6.6110283434391022 3.0047484487295142 19.512285925447941 18.647284463047981 4.9880862683057785 4.9774745851755142 11.744078963994978 2.6342378929257393 15.286903366446493
leaf_count=20 14 55 19 836 51 2754 91 5897 872 3788 421 72 21 437 153 20 16 47 14 95 93 22 25 65 15 75
internal_value=0.000115276 -0.00216675 -0.0137137 -0.00159346 0.000421491 0.00026937 -0.0036166 0.000472445 -0.000429728 0.00147643 -0.00555845 0.00579652 -0.00242537 -0.00151388 -0.00939878 0.0056783 -0.00418927 0.00290224 0.00596467 0.00793956 0.00458903 -0.0255336 -0.00566106 0.00997735 0.00264689 0.0150448
internal_weight=2783.53 329.32 15.5767 313.743 2454.21 2385.19 118.456 2266.73 1193.9 1072.83 98.1983 20.2576 282.634 249.962 32.6722 69.0222 12.8683 9.63849 31.1087 56.1539 38.1596 9.04325 7.98222 23.1265 6.53348 17.9944
internal_count=15988 1682 76 1606 14306 13946 635 13311 6769 6542 512 123 1447 1273 174 360 83 67 159 277 188 41 39 120 35 89
is_linear=0
shrinkage=0.0149824
Tree=172
num_leaves=27
num_cat=0
split_feature=136 26 51 40 19 94 143 103 7 145 56 39 144 49 80 40 145 26 80 30 143 5 29 26 54 80
split_gain=10.7828 8.65275 7.78377 11.0584 10.1452 7.67909 9.06181 8.23359 10.0653 7.67849 7.20209 10.3288 7.68975 7.11949 6.48647 5.26382 7.6768 9.15648 15.4148 3.61159 3.20134 4.1605 6.50981 0.494067 0.0296913 0.00633783
threshold=2.8500000000000001 0.43050000000000005 1.4150000000000003 2.7750000000000004 1.0000000180025095e-35 19.050000000000004 -0.27149999999999996 0.47750000000000004 35.984831552692647 0.19565000000000002 1.5050000000000001 0.23369522416827451 -0.00034999999999999994 3.3350000000000004 0.099154772414520406 2.2450000000000006 0.24505000000000002 0.49950000000000006 0.066537312101342602 0.20851449275362319 -0.068999999999999992 1490.3696722420275 4.8944444444444457 0.59527777777777791 1.2050000000000003 0.059933822551323505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 10 -4 -5 7 14 8 -3 -9 12 -12 -2 -8 -7 16 19 -18 -19 23 24 -22 -23 -1 -17 -26
right_child=1 5 3 4 -6 6 13 9 -10 -11 11 -13 -14 -15 -16 20 17 18 -20 -21 21 22 -24 -25 25 -27
leaf_value=0.018581714055082049 -0.0072482130736761675 0.00028964661002590735 0.011015649886755434 -0.0010831636723285165 -0.019399668791831293 -0.0013751370816787742 0.003536745826383227 -0.004043483631742689 0.0063800363981732586 -0.00055649538018851766 -0.011368682065073715 -0.0015639872065306092 0.0055998529582333501 -0.00077606345969539689 0.010982402003581472 0.020930206214798901 0.019144463196111305 -0.00021852956687051393 -0.044842927202333779 -0.0033008654958677935 0.019760787901227438 -0.01037250715368742 0.018668307900567605 0.0097506840557595037 0.018653602919628129 0.019622097612916587
leaf_weight=6.0441489592194575 13.175202280282972 777.89129541814327 5.2342053502798072 10.761706665158274 18.383163973689079 230.23576666414738 417.51781776547432 183.57552103698254 66.085883341729641 622.23725397884846 27.420270420610905 200.26995127648115 50.680161789059639 108.18131949007511 9.946572080254553 2.9778764992952365 2.3650089502334586 5.4658244028687459 2.5474610328674316 2.798807680606842 4.1546506807208043 4.43610580265522 2.8430880978703499 1.8597517386078832 3.273284487426281 2.8626230955123901
leaf_count=42 68 4595 22 45 77 1375 2575 1082 467 3415 152 1041 257 507 49 15 14 35 14 21 24 25 19 15 21 16
internal_value=0.000113615 -1.29698e-06 -0.00229278 -0.00903532 -0.0126363 0.000307872 0.00154767 -0.000267678 0.000766542 -0.00135088 -0.0014977 -0.00274475 0.00294892 0.00264923 -0.000863378 0.00768156 0.00242174 -0.00675966 -0.0144049 0.0113248 0.0130779 0.00779806 0.000970201 0.0165039 0.0197018 0.0191055
internal_weight=2783.22 2741.6 325.925 34.3791 29.1449 2415.67 765.881 1649.79 843.977 805.813 291.546 227.69 63.8554 525.699 240.182 41.6286 21.081 10.3783 8.01329 10.7027 20.5476 11.4338 7.27919 7.9039 9.11378 6.13591
internal_count=15988 15727 1662 144 122 14065 4506 9559 5062 4497 1518 1193 325 3082 1424 261 141 63 49 78 120 68 44 57 52 37
is_linear=0
shrinkage=0.0149824
Tree=173
num_leaves=23
num_cat=0
split_feature=136 85 12 45 0 147 145 144 37 98 137 114 131 107 147 99 37 49 145 29 7 149
split_gain=10.5145 8.42731 7.3083 8.99228 8.65718 10.2042 9.25838 8.18878 11.0313 8.8273 7.72874 8.63456 8.01204 7.41362 10.5539 6.7346 4.49676 4.68879 4.34752 5.02854 4.1626 3.14611
threshold=2.8500000000000001 -0.20436657681940704 1.0000000180025095e-35 1.0550000000000004 1323.5248220263168 0.44470944031850551 0.17715000000000003 -0.00064999999999999986 0.32999724851725659 0.78759398496240618 8.9500000000000011 1.8540000000000003 0.76400000000000012 0.95450000000000013 0.42111881931569756 0.74456521739130443 0.63155718981577003 1.905 0.50375000000000014 4.9500000000000011 -39.018978719848626 0.50351689060415483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 20 -7 8 -5 -9 11 -6 -12 15 -15 -2 18 -18 21 -20 -4 -3
right_child=2 16 4 7 10 6 -8 9 -10 -11 12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23
leaf_value=-0.021058200162190292 0.0058572794911326562 -0.00039042177110902885 0.019979801690054803 -0.0066480498352299248 -0.00016935160182800896 0.0055803009172372625 -0.029376552768081588 0.00059410734626943085 0.010805870034622493 -0.0051644169874903818 0.00153454370942264 0.0030905355919773531 -0.0022668887571879281 0.014978109276486374 -0.014399848599391776 0.0004606571768249947 0.010851490695428971 -0.019900786066301215 0.00087202748191840844 0.018890304781589453 -0.007535536973959223 0.018804941242234738
leaf_weight=2.1816549301147452 168.2789723649621 2.1967331767082241 2.3327638283371925 11.119312845170496 1128.7789441868663 2.2256249114871007 7.2109773904085159 215.18761251121759 30.218514427542686 82.725541017949581 155.18543840944767 217.53816958144307 628.47113925218582 3.6908186003565779 10.710262753069399 75.060713641345501 2.1623020917177191 2.2932227551937103 12.799975298345091 4.7733100131154051 2.6206134706735602 15.032401628792284
leaf_count=13 1258 12 14 56 6257 14 41 1139 160 407 851 1332 3610 24 69 481 17 14 74 30 14 101
internal_value=0.000111982 0.00760245 -1.24737e-06 0.00146488 -0.000409418 -0.0119912 -0.021132 -0.00013786 0.006111 -0.00100494 -0.000331171 0.000357382 -0.0015141 0.00357448 -0.00687063 0.00419263 0.0091952 -0.00497648 0.0110095 0.00576623 0.00542268 0.0163575
internal_weight=2782.8 41.4396 2741.36 596.992 2144.36 14.39 9.4366 339.251 41.3378 297.913 2129.97 1346.32 783.657 257.741 14.4011 243.34 39.2579 4.45552 34.8024 17.5733 4.95338 17.2291
internal_count=15988 261 15727 3594 12133 83 55 1762 216 1546 12050 7589 4461 1832 93 1739 248 31 217 104 28 113
is_linear=0
shrinkage=0.0149824
Tree=174
num_leaves=28
num_cat=0
split_feature=86 89 86 29 145 7 132 29 124 149 86 45 23 134 26 86 132 127 49 102 26 145 86 89 3 3 92
split_gain=11.9927 9.29383 21.5935 9.24049 12.4928 9.63544 8.90899 8.23887 8.37086 7.76502 7.55333 7.42416 7.40911 10.2077 7.72044 6.57726 6.48999 10.736 6.60093 6.40801 5.91678 4.18075 6.41435 3.27964 0.989504 0.736303 0.456055
threshold=2.6698717948717952 1.0000000180025095e-35 1.1250000000000002 5.0500000000000007 0.15315000000000004 52.590018518723589 2.0500000000000003 4.6125000000000007 1.1000000000000003 0.61941211201079638 3.7370689655172415 1.2650000000000003 4.2678571428571432 -1.0000000180025095e-35 0.3886607142857143 2.6837719298245619 3.0500000000000003 1.2360000000000002 1.5550000000000004 2.1210000000000004 0.45816666666666667 0.67555000000000009 4.0454545454545459 0.35000000000000003 1526.641025043471 1598.1547303845127 0.18916666666666668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 26 5 -5 -4 12 10 11 19 15 23 14 -14 -1 24 18 -18 -8 -10 -17 25 -23 -9 -2 -12 -3
right_child=7 2 3 4 -6 -7 16 8 9 -11 21 -13 13 -15 -16 20 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.0064127035989070139 0.020275091076250421 -0.030017298601091903 -0.00047018403059359456 -0.043958848741378412 -0.0049109921469188298 -0.024564983987189575 0.010116634706178814 0.0045132838367330794 0.0045845034198189367 -0.018463230908238367 0.017009670613484809 -0.012046515784000636 -0.0013801075988866319 0.007284420059820571 -0.00025180167261513206 -0.0038230606605020741 -0.014412802258831438 0.0086146400695219505 0.0026612660959941803 -0.0085465420577308191 0.0010891361377011357 0.016917578342942868 -0.02229095192274054 0.01675449451883863 0.0081202106886751665 0.004726272904489434 -0.022705990792609508
leaf_weight=47.173417165875435 3.7986600399017325 4.4180870056152335 404.99187715351582 1.8707621842622746 108.89011012017727 3.760084092617034 38.766946375370026 6.3127047866582933 139.25548447668552 3.6028406694531432 10.099676810204981 2.6793624609708777 55.617780148983002 67.638348110020161 1421.1285070106387 70.9336923584342 10.571092896163465 7.9722763970494261 85.3468097448349 8.8738937303423864 245.68738956004381 1.8834204599261277 1.8630362451076505 22.156463213264942 2.4882452934980392 1.2287155091762532 3.3814223855733871
leaf_count=228 20 18 1941 10 548 23 290 42 938 23 102 13 367 453 8036 400 78 61 539 64 1573 19 16 145 14 13 14
internal_value=0.000110375 -0.000361679 -0.00210346 -0.00173198 -0.00557052 -0.000691832 0.000167936 0.00215997 0.0047216 0.00326928 0.000773888 0.0117962 -0.000153563 0.00337466 -0.000449738 0.00028995 0.00375474 -0.00451271 0.00498995 0.00379787 -1.13601e-05 0.01114 -0.00258004 0.0140402 0.0154645 0.0156774 -0.0268476
internal_weight=2782.39 2261.53 527.312 519.513 110.761 408.752 1734.22 520.864 182.881 151.732 337.983 31.1485 1591.56 123.256 1468.3 322.908 142.657 18.5434 124.114 148.129 316.621 15.0748 3.74646 28.4692 6.28691 11.3284 7.79951
internal_count=15988 12606 2554 2522 558 1964 10052 3382 1225 1025 2157 200 9084 820 8264 2007 968 139 829 1002 1973 150 35 187 34 115 32
is_linear=0
shrinkage=0.0149824
Tree=175
num_leaves=30
num_cat=0
split_feature=86 89 86 12 89 56 6 94 122 15 35 50 104 114 50 31 144 90 10 37 85 94 85 111 132 148 10 134 41
split_gain=10.5032 13.5869 16.5197 12.9019 11.1036 9.2032 13.1024 9.32455 8.19088 8.10583 7.94646 7.56495 7.42521 7.25097 9.36945 7.83272 7.07926 6.84709 6.17407 8.90427 8.01214 7.56956 15.2954 8.75945 7.05334 4.32077 3.31786 6.1821 2.18763
threshold=2.7470930232558142 1.0000000180025095e-35 1.8603896103896107 0.55000000000000016 0.17000000000000001 1.9750000000000003 1507.3248784303235 28.050000000000004 1.4190000000000003 0.63333333333333341 7.0850000000000009 1.4450000000000001 1.3675000000000004 1.8540000000000003 1.7250000000000003 0.20362176335627663 0.0019500000000000001 -0.52958333333333318 1.0333333333333337 0.29082135122661279 0.022286348501664752 17.550000000000004 0.47230769230769221 10.750000000000002 1.0500000000000003 0.2645079041305457 1.1380952380952383 -1.0000000180025095e-35 1.8150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 17 9 7 -7 -4 -5 11 13 16 25 15 -15 -1 -2 -3 19 24 -21 23 -23 -20 -6 -12 27 -11 -28
right_child=4 2 5 8 18 6 -8 -9 -10 26 12 -13 -14 14 -16 -17 -18 -19 21 20 -22 22 -24 -25 -26 -27 28 -29 -30
leaf_value=-0.0011718035439554147 -0.0033248864475562499 0.0062110181302744809 -0.0014082364168573863 0.0143001733053616 -0.02273754730711872 -0.00092146109213397476 -0.015475798418740984 0.011918301516160116 -0.010488540153899183 -0.015851478134031524 0.012263340870516146 -0.027336520893210547 -0.018970913233559157 0.0014051534187979758 0.014573931814597435 0.0015639319289483501 0.015998476206214869 -0.014936324900427006 -0.0013869185199853022 0.0016452917314563262 0.0097835780376749459 0.0034274803046776118 -0.026502901639784322 -0.014762558327023365 0.0023327530013497666 -0.015069658701418352 0.0080112456254470259 0.014320682301875772 0.016923280409979695
leaf_weight=1074.1794620752335 12.121691994369035 3.71567778289318 456.95119455456734 7.0760514438152295 4.8411020040512067 30.77963499724865 25.294656805694103 12.097689367830752 5.1843911707401276 2.5130727663636208 22.274512141942985 1.98032647371292 2.0624406263232222 311.32198619842529 12.619457498192785 300.682931676507 6.5584230199456206 45.791447699069977 152.83714813739061 65.871835492551327 46.199817128479481 124.36411452293396 3.9544989168643943 11.841812692582605 5.251798115670681 1.3785468116402615 8.7057331725955027 3.8744234368205062 21.334792271256447
leaf_count=5824 81 16 2219 30 27 177 146 64 23 17 229 16 19 1881 127 1925 48 197 978 411 292 849 26 73 32 12 65 30 185
internal_value=-0.000227361 -0.00064335 -0.0026124 -0.00994155 0.00180868 -0.00175031 -0.00748681 -0.00106452 0.00381814 0.00800395 2.6761e-05 0.000507534 0.008293 -9.83686e-05 0.00191816 -0.000573497 0.00345939 -0.0133491 0.00095677 0.00378632 0.00500018 -0.000223003 0.00250509 -0.00234874 -0.00969235 0.0106703 0.0122556 0.00244984 0.0143406
internal_weight=2783.66 2311.41 586.891 61.7676 472.251 525.123 56.0743 469.049 12.2604 57.0885 1724.52 20.6604 25.7155 1698.8 323.941 1374.86 18.6801 49.5071 415.162 122.165 112.072 292.998 128.319 164.679 10.0929 23.6531 36.428 6.3875 30.0405
internal_count=16019 12889 2872 266 3130 2606 323 2283 53 442 10017 145 260 9757 2008 7749 129 213 2688 762 703 1926 875 1051 59 241 297 47 250
is_linear=0
shrinkage=0.0149824
Tree=176
num_leaves=23
num_cat=0
split_feature=26 44 35 42 39 31 107 31 22 1 56 50 31 118 10 31 3 38 38 28 3 149
split_gain=11.0328 9.43677 8.79283 8.18646 14.0903 9.7767 9.10935 10.8519 8.42059 7.42143 7.1687 6.96955 11.891 6.45642 9.66988 5.43248 5.04779 3.72408 3.15839 2.00976 3.79777 0.00301026
threshold=0.43050000000000005 12.025000000000002 5.4350000000000014 3.7650000000000001 0.27842951852110415 0.1482928240740741 0.90450000000000019 0.21672494172494167 0.18333333333333332 1779.8174080160302 1.9150000000000003 1.5050000000000001 0.22926223241590213 0.55000000000000016 0.59166666666666679 0.25943732193732194 1547.6361140005556 0.26292293542630313 0.14903990025968442 1.7071428571428573 1460.7820280498668 0.56088892520119293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 6 5 -5 8 -8 -1 13 11 18 -13 16 -15 17 -2 -11 -4 20 -12 -21
right_child=2 -3 10 4 -6 -7 7 -9 -10 15 19 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=-0.0039273031878409199 0.0020076412478426753 -0.028971388076322963 -0.00026486156990591746 -0.00044195872943142238 -0.035068155045536342 -0.012766460495323307 -0.0095637522531106037 0.0099568366343003468 0.0023653400790393164 0.015158782562143472 -0.015468459228239202 0.0037109120027830071 -0.013404474937753897 -0.0035082615753929468 -2.3087011901445461e-05 -0.013126002949324171 0.01109847388921063 0.00074821422053062336 0.010988541495396036 0.017456802114393738 0.013146534548556979 0.016779408708435486
leaf_weight=75.50812678784132 116.77667223662138 3.067280486226081 7.4187884628772762 34.575020357966423 3.8780403584241858 24.82009881734848 46.400090418756008 7.4141367524862281 129.78045595437288 14.275705032050615 1.3937473744154001 32.681399211287498 12.634345173835753 196.09903497993946 2014.5680853202939 2.3212305083870879 15.534437119960783 5.6063915342092505 22.814833085983992 1.7512456998229016 4.1148624196648598 9.9553689211606962
leaf_count=389 598 17 57 167 17 126 237 42 661 100 15 282 112 1038 11671 15 78 33 198 15 44 107
internal_value=-0.000223898 -0.0028162 0.000119335 -0.00256734 -0.00739875 -0.00559214 -0.0013875 -0.00687434 5.08141e-05 -5.81325e-05 0.00464414 0.00265598 -0.00106098 -0.000139832 -0.000332242 0.00856306 0.00307498 0.0110953 0.00822716 0.0133692 0.00590654 0.0168808
internal_weight=2783.39 325.443 2457.95 322.376 63.2732 59.3951 259.103 53.8142 205.289 2365.18 92.7646 75.5494 45.3157 2342.98 2210.67 22.2033 132.311 19.8821 30.2336 17.2152 5.50861 11.7066
internal_count=16019 1656 14363 1639 310 293 1329 279 1050 13533 830 649 394 13385 12709 148 676 133 255 181 59 122
is_linear=0
shrinkage=0.0149824
Tree=177
num_leaves=23
num_cat=0
split_feature=51 126 78 37 12 30 113 141 30 30 30 30 130 27 136 41 38 111 122 27 105 4
split_gain=8.60106 14.895 7.49475 12.7207 8.37278 8.09976 7.33827 7.30669 7.26429 7.37463 12.5875 10.5245 9.37366 8.51069 7.28457 11.24 7.24729 7.23809 6.79497 5.1477 4.11074 3.56187
threshold=1.2950000000000002 2.4145000000000003 1.9309523809523812 0.48873968214791241 1.0000000180025095e-35 0.16724941724941725 0.68150000000000011 0.46300000000000008 0.066987179487179457 0.14478221415607984 0.13215343832839546 0.1482928240740741 0.95000000000000007 0.53788888888888897 5.9500000000000011 1.8450000000000004 0.27151837154112834 31.150000000000002 1.1625000000000003 0.55816666666666681 0.37950000000000006 1537.3627262502316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 -4 -5 16 -8 14 10 17 18 -12 -13 15 -1 -2 -10 -11 20 -16 -17
right_child=1 -3 3 5 -6 -7 7 -9 9 11 12 13 -14 -15 19 21 -18 -19 -20 -21 -22 -23
leaf_value=-0.028615293765481789 0.005546377896825625 -0.02530503715422416 0.0086882056628285811 -0.01275448253590836 -0.0056910485086249414 -0.040185521544048669 0.00053193980640872467 0.013520251353708795 0.00014992855176070575 -0.0028552192639833434 -0.015484497738200291 -8.609906472608341e-05 -0.0034071806979298546 0.0029666170722901486 0.0077513594273958672 0.011657266554138009 -0.0017638280210229601 -0.024506685533954697 0.010712852457858409 -0.0047732723819909435 0.019992269714663596 -0.0095197675472331062
leaf_weight=2.9837354421615592 32.220930621027946 5.925154283642768 11.245114877820013 10.959753274917601 47.427105568349361 3.0996729582548133 27.835741117596626 14.941118255257605 602.15099217742682 10.630588501691816 15.801923684775828 941.06625397503376 165.60428807884455 262.09407513588667 14.177995227277284 5.8669026494026166 551.48984092473984 2.6843974664807311 37.556801654398441 4.2447822242975226 10.887029752135275 2.5610587522387505
leaf_count=15 154 27 53 50 215 14 131 72 3561 61 86 6009 974 1638 80 36 2501 15 227 24 61 15
internal_value=-0.000220489 -0.00165031 -0.00144986 -0.00600233 -0.00293512 -0.0188022 -0.000921341 0.00506851 0.000264631 0.00013941 -0.000997703 0.000853876 -0.00445921 0.000578899 0.00653032 -0.0036252 -0.0013603 4.04958e-05 0.00771961 0.0104843 0.0130682 0.00522205
internal_weight=2783.46 705.144 699.219 72.7316 58.6722 14.0594 626.488 42.7769 2078.31 2037.59 786.242 1251.35 181.406 1203.16 40.7215 11.4117 583.711 604.835 48.1874 29.3098 25.065 8.42796
internal_count=16019 3217 3190 332 268 64 2858 203 12802 12571 4636 7935 1060 7647 231 66 2655 3576 288 165 141 51
is_linear=0
shrinkage=0.0149824
Tree=178
num_leaves=23
num_cat=0
split_feature=26 44 86 89 86 47 103 89 121 51 10 0 98 48 110 35 79 31 3 123 7 40
split_gain=10.6397 10.3608 9.08154 13.5156 13.453 13.3472 9.83903 9.33771 9.13446 8.95493 11.0785 9.24318 7.98694 9.57761 9.06979 7.88696 8.75256 7.54688 10.5697 6.97502 5.79035 4.09801
threshold=0.43050000000000005 12.125000000000002 2.7470930232558142 1.0000000180025095e-35 1.8603896103896107 2.2450000000000006 1.0005000000000002 0.17000000000000001 0.52800000000000014 1.4150000000000003 0.59166666666666679 1494.9917218463343 0.52506265664160412 2.3550000000000004 18.450000000000003 7.0850000000000009 2.7126657965823902 0.18454070201643016 1621.7812232838708 1.4060000000000001 34.620734926313851 1.9450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 15 5 -5 -6 8 -4 12 -11 -12 13 -1 -14 19 -17 20 -19 -2 -9 -10
right_child=2 -3 7 4 6 -7 -8 17 21 10 11 -13 14 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.0037041090793745839 -0.00053085648243595849 -0.032821435965006994 -0.015313526500157448 -0.012381472920615946 5.6474652841051917e-05 0.0097232944843815318 -0.0045446582241270095 0.0022262913304591323 0.0039571629989229818 0.012068964096269655 -0.021027330661796118 -0.0041225492996331469 -0.0041499763115582467 -0.024923128263738763 0.0059280271671808002 -0.029413154813370437 0.011008182832288755 -0.00039143009768216998 -0.016952508895938086 0.0015649726078003987 0.010937533156360996 0.013019724070976664
leaf_weight=69.859634205698967 925.54578987509012 2.5535758435726157 3.4984191358089438 46.793811023235321 295.60669013857841 7.0563313364982596 161.22174603492022 212.52123676240444 17.514975480735302 4.4926252514123908 15.687023669481279 13.516194984316824 194.65079806745052 2.7257053777575484 22.346401080489159 1.2688876464962984 22.966259278357029 124.92312849313021 9.2941710576415044 579.70411800593138 18.629405662417412 31.066907815635204
leaf_count=361 5086 14 24 203 1454 29 830 1356 154 19 65 57 1007 17 116 10 242 845 65 3696 136 233
internal_value=-0.000217138 -0.00276112 0.000120145 -0.000291832 -0.00240223 -0.00948494 -0.00156734 0.00213357 0.00806867 -0.00252367 -0.00983374 -0.0132033 -0.00167307 0.0026291 -0.00311214 0.000412808 0.0088918 0.00128757 -0.00153824 0.000276292 0.00292837 0.00975245
internal_weight=2783.44 325.832 2457.61 2040.16 510.679 53.8501 456.828 417.448 52.0803 323.278 33.6958 29.2032 289.583 72.5853 216.997 1529.49 24.2351 365.368 134.217 1505.25 231.151 48.5819
internal_count=16019 1656 14363 11550 2516 232 2284 2813 411 1642 141 122 1501 378 1123 9034 252 2402 910 8782 1492 387
is_linear=0
shrinkage=0.0149824
Tree=179
num_leaves=27
num_cat=0
split_feature=26 86 86 86 53 85 86 53 1 119 48 41 10 105 31 1 3 11 29 120 135 31 46 28 111 53
split_gain=10.3128 8.82326 12.4841 11.6882 11.1753 8.85228 8.25829 7.76249 10.0511 9.30487 8.48918 7.49405 7.24785 7.10228 6.46585 10.0656 9.69141 5.81814 5.46625 6.10858 5.92832 5.26102 4.32682 2.9556 3.81431 0.0199584
threshold=0.43050000000000005 2.7470930232558142 1.0000000180025095e-35 1.8603896103896107 3.2550000000000003 -0.14902097902097897 3.1084018801410109 3.2850000000000006 1359.9124218512422 0.55000000000000016 2.3550000000000004 2.8550000000000004 0.59166666666666679 0.85750000000000004 0.18454070201643016 1737.273187682483 1619.6368272018697 2.183333333333334 4.2361111111111116 0.64600000000000013 0.38900000000000007 0.12637628554143981 7.205000000000001 3.683333333333334 5.0500000000000007 2.4450000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 11 4 -4 -5 7 8 21 -9 -10 13 -11 -2 18 16 -16 23 19 -3 -20 -1 -13 25 -25 -8
right_child=1 14 3 5 -6 -7 17 9 10 12 -12 22 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.0064660427208727885 -0.00021550842109698288 -0.014637070517955276 -0.011696245498340828 0.0015618711731596809 0.0082632389071025276 -0.0029428538519703827 0.018002970360209137 0.011053290327752123 -0.001397127223103092 0.0054538102118399639 -0.018932111809164286 0.0092250851095221648 -0.015435006741514616 0.0025932147509781732 0.0013077355091033276 -0.024236327436006209 -0.013820969559657538 -0.014130601686953957 0.0070785379552108169 0.0020181954121714731 -0.0015456350005659688 -0.027606038495070487 -0.010596550206854993 0.018439835648678772 -0.005354525645606208 0.019684962709725584
leaf_weight=5.4528315961360914 1256.8970230147243 5.1447585001587859 45.939829528331757 142.08152321726084 7.2969650626182547 315.06090538203716 4.3792287632822973 4.2369210869073859 257.8901154473424 4.3169321864843395 6.3500845357775679 29.364563006907701 27.357254460453987 240.80633866041899 139.63874521106482 3.8565126657485953 10.199045002460478 2.274235136806964 110.61723404377699 126.09019336849451 21.344345480203629 5.1273690760135651 2.6992303356528273 2.5587553158402443 3.697573684155941 2.4885886609554291
leaf_count=28 7270 28 199 714 30 1570 32 18 1309 18 41 308 113 1433 975 27 72 15 758 812 141 25 26 18 25 14
internal_value=-0.000213851 0.000118417 -0.000287437 -0.0023165 -0.00896047 -0.00154277 -0.00271714 -0.00324787 -0.00239186 -0.00979874 -0.00181852 0.000389522 -0.012588 0.000236089 0.00210455 -0.000337155 0.000277964 0.00799276 0.0035304 0.00136526 0.00568361 -0.0167109 0.00755643 0.0118265 0.00437708 0.0186125
internal_weight=2783.17 2457.04 2040.15 510.379 53.2368 457.142 326.13 310.732 274.82 35.9111 264.24 1529.77 31.6742 1497.7 416.891 153.694 149.838 15.3984 263.197 131.235 131.962 10.5802 32.0638 13.1241 6.25633 6.86782
internal_count=16019 14363 11550 2513 229 2284 1656 1552 1403 149 1350 9037 131 8703 2813 1074 1047 104 1739 840 899 53 334 89 43 46
is_linear=0
shrinkage=0.0149824
Tree=180
num_leaves=30
num_cat=0
split_feature=26 8 30 30 29 27 56 126 16 1 94 11 126 36 45 26 134 119 134 26 3 45 4 2 120 29 147 47 50
split_gain=9.99709 8.29424 8.8117 17.1431 15.2457 10.8231 10.0785 8.84081 8.22708 8.15464 8.06496 8.6452 10.787 7.83428 8.26007 7.1765 7.03769 7.83528 8.09634 7.9221 6.86571 6.40146 5.98104 5.18039 4.95867 4.80596 0.320748 0.0328554 0.00983249
threshold=0.43050000000000005 0.37857142857142861 0.14438717067583043 0.13215343832839546 3.8166666666666669 0.54414285714285726 3.4050000000000007 0.64600000000000013 1.5000000000000002 1444.5114190467659 23.550000000000004 1.8619047619047622 1.7070000000000001 3.4650000000000003 1.3450000000000004 0.41950000000000004 0.11250000000000002 1.1000000000000003 -0.13799999999999998 0.3982857142857143 1556.7236867483132 1.2350000000000001 1468.494655748342 -155.57204145853322 1.3540000000000003 3.683333333333334 0.4519630965593785 1.6450000000000002 1.3050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 10 3 6 -5 9 -3 -7 13 -4 11 23 -13 14 15 -1 17 19 -19 -10 21 -15 -16 -2 -22 -18 -27 28 -12
right_child=1 2 5 4 -6 7 -8 -9 16 -11 27 12 -14 20 22 -17 25 18 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=-5.8460144720982274e-05 -0.0019822094920163165 -3.7245130831586267e-05 0.0023805570615414149 -0.0099764988563684001 -0.0016960860909640298 -0.018049983308049623 -0.036925257999471175 0.0038429338982287056 -0.011352311442065813 -0.00063855562356353876 0.019318445721270953 -0.00070594581049701665 -0.031253219812193214 -0.010889107893694116 -0.020698877378231752 -0.0060066058150028108 -0.00010977217879505223 0.0077872997896186284 -0.025701027920817601 0.016344964094712772 -0.012844804744149937 0.0045349905856322753 -0.0052530085874599583 0.0076251602969627519 -0.038741819680079254 0.021331466590609648 0.015153452979894995 0.020828536278534149 0.017895888594032586
leaf_weight=171.80830200016499 16.272219479084015 781.52777145802975 263.31694989651442 82.08296425640583 127.3494955226779 4.2091232836246482 1.6661138460040081 253.65197942405939 3.5275438725948387 846.11920423805714 2.7631488293409339 13.987020425498487 3.1859068274497977 22.733065538108352 8.763780206441881 61.948578864336014 4.1824282407760611 2.5297144651412964 4.5090731978416434 6.7608289122581482 4.0995178222656241 8.2255343347787839 15.724876761436461 55.80101165920496 2.7887262552976608 6.042365148663519 2.7431113347411156 2.7478493899106979 1.8145524039864538
leaf_count=883 88 4312 1699 436 726 22 16 1537 17 5114 16 76 19 121 36 321 21 15 24 36 19 36 66 274 15 31 15 14 14
internal_value=-0.000210617 0.000116708 -5.94035e-05 -0.00113389 -0.00494143 0.000720648 -0.000115719 0.00348557 -0.00267417 7.80098e-05 0.00442034 0.00317988 -0.00637309 -0.00343504 -0.00250207 -0.0016348 0.00476226 -0.00148488 -0.0136655 0.00684848 -0.00980106 -0.00679101 -0.0107807 0.00545607 -0.0233294 0.0131094 0.0194025 0.0195327 0.0187547
internal_weight=2782.88 2456.5 2359.92 992.626 209.432 1367.3 783.194 257.861 326.387 1109.44 96.5717 89.2462 17.1729 296.092 258.246 233.757 30.2951 17.3272 7.03879 10.2884 37.8468 30.9586 24.4887 72.0732 6.88824 12.9679 8.78548 7.32555 4.5777
internal_count=16019 14363 13862 5490 1162 8372 4328 1559 1656 6813 501 457 95 1497 1306 1204 159 92 39 53 191 157 102 362 34 67 46 44 30
is_linear=0
shrinkage=0.0149824
Tree=181
num_leaves=28
num_cat=0
split_feature=26 86 89 86 47 103 89 86 53 119 98 102 137 41 31 89 19 106 132 48 78 144 55 134 28 111 47
split_gain=9.68932 8.55324 12.7205 12.6284 12.5312 9.52226 9.14006 7.99644 7.39987 8.93042 7.88797 8.38763 7.30552 7.28051 7.13571 9.1078 7.11623 7.08217 6.26365 5.90304 5.63731 4.92495 3.68185 2.9992 2.92227 3.73193 0.0198465
threshold=0.43050000000000005 2.7470930232558142 1.0000000180025095e-35 1.8603896103896107 2.2450000000000006 1.0005000000000002 0.17000000000000001 3.1084018801410109 3.2850000000000006 0.55000000000000016 0.52506265664160412 0.31150000000000005 4.2500000000000009 2.8550000000000004 0.18454070201643016 0.19000000000000003 1.0000000180025095e-35 0.95450000000000013 0.68350000000000011 1.4950000000000003 2.183333333333334 0.014950000000000001 1.6050000000000002 0.023500000000000004 3.683333333333334 5.0500000000000007 1.675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 13 4 -4 -5 18 8 10 -10 12 -12 -1 17 21 -16 -11 -2 19 -3 24 -8 -15 -20 26 -26 -9
right_child=1 6 3 5 -6 -7 14 20 9 16 11 -13 -14 22 15 -17 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.011586943547928757 0.00048452000062126118 -0.021911388968709561 -0.011967664429713098 7.7799369876908431e-05 0.0094671558187785724 -0.0044445617362233935 0.0022168549673757271 0.017966051719121173 0.010923175035266918 -0.0035101474874236183 0.00056410244989174747 -0.0058890740127072808 -0.00042636743837218537 0.011086669435402851 -0.0275306284896253 -0.00092274895403598729 -0.018012163416320205 -0.0042628194115939518 0.0067581436750360222 0.006527254700026121 -0.013698328579567223 0.010574965255127848 0.00028382490720996379 0.014622901792972084 0.018382639742022942 -0.0052090828164702598 0.019677595387526781
leaf_weight=14.314102619886397 1422.4766382798553 2.8461302369832984 47.027275025844574 295.76896520704031 7.0386289060115805 161.62541132420301 213.0867924913764 4.4817703664302808 4.2241069227457038 12.581088021397592 67.02254630625248 138.93424332141876 55.111469119787216 21.247035011649135 2.9525693356990805 131.42190827429295 19.167075663805008 74.219153389334679 26.574645072221756 3.8609695136547089 2.2994273006916037 17.094680413603783 10.622570112347601 18.434502840042114 2.5301390811800957 3.7152287513017654 2.3090641647577286
leaf_count=74 8274 16 203 1454 29 830 1373 33 18 52 334 711 284 235 23 887 79 426 216 29 15 119 99 150 18 25 13
internal_value=-0.000207394 0.000115009 -0.000284362 -0.00232963 -0.00917715 -0.00152023 0.00207221 -0.00263146 -0.00315168 -0.00954239 -0.00231688 -0.00378908 0.00205053 0.000399989 0.00123603 -0.0015074 -0.0122653 0.000249106 0.00796655 -0.0055406 0.00793033 0.00283758 0.00748594 0.00997934 0.0117454 0.00434849 0.0185481
internal_weight=2782.99 2456.3 2040.03 511.46 54.0659 457.394 416.272 326.69 311.355 35.9723 275.382 205.957 69.4256 1528.57 364.556 134.374 31.7482 1496.7 51.7162 6.7071 15.3356 230.181 31.8696 45.0091 13.0362 6.24537 6.79083
internal_count=16019 14363 11550 2516 232 2284 2813 1656 1552 149 1403 1045 358 9034 2402 910 131 8700 411 45 104 1492 334 366 89 43 46
is_linear=0
shrinkage=0.0149824
Tree=182
num_leaves=29
num_cat=0
split_feature=86 98 92 23 121 107 92 94 102 26 120 23 121 89 40 135 36 80 27 98 122 9 49 26 122 145 126 122
split_gain=11.3187 11.023 14.7616 11.9635 10.653 11.0174 9.94535 9.87407 9.8013 12.8454 9.5939 8.73051 7.85043 7.29976 7.64107 8.68073 8.48636 11.4227 7.14868 6.60513 6.55908 6.50032 6.27045 6.01372 15.6157 4.96979 4.57367 0.97834
threshold=2.6698717948717952 0.6858552631578948 0.48208333333333347 3.3666666666666671 2.1340000000000003 0.47750000000000009 0.75291666666666679 14.550000000000002 0.75050000000000006 0.61683333333333346 2.1055000000000006 3.1547619047619051 1.7070000000000001 0.17000000000000001 3.4450000000000007 0.087500000000000008 1.405 0.054914004914004853 0.53211111111111131 0.76696832579185525 0.89200000000000013 2.7238095238095243 1.9550000000000003 0.4331666666666667 1.0250000000000001 0.9930000000000001 0.68350000000000011 1.4410000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 -6 11 -1 21 -10 12 -3 -4 23 15 18 19 -18 -15 -16 -17 -5 -12 24 -2 26 -25 -8
right_child=13 3 10 8 5 -7 27 -9 9 -11 22 -13 -14 14 16 20 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=-0.0014102767989879429 -0.037036018802615422 -0.0022529676689274441 -0.017143729291945964 0.0059353092671012974 -0.013657458628244478 0.0069334143633550073 0.021175320603711516 0.0015015860110369498 -0.00075159623283277161 -0.028381873645151448 0.014818685890405617 -0.016425235266728355 0.0036336991367103611 0.0026626191459421691 0.011751795309131717 0.0093098116592870758 -0.018988953094959446 -0.0020794194370950866 0.0090740403203659701 -0.00713797710971187 -0.0014758386135149768 -0.012205628619365087 -0.013490325956893907 -0.0091129521531798791 0.013871260294691325 -0.016499550356315746 0.011029582609901509 0.0093217725388480884
leaf_weight=423.60029063746333 2.3320525512099257 841.98876640945673 22.095273785293106 94.276229552924633 6.2390580475330344 89.617575231939554 3.7753029316663733 682.71244368702173 52.010249048471451 4.0726588144898406 5.2983766794204703 9.8715131059288961 5.0069944262504569 197.77503246814013 11.68766710162163 13.84922783821821 12.871838711202143 29.563415922224522 48.63740236312151 6.4472957998514167 146.95083393156528 4.6525969207286826 2.6272272914648056 2.6855342686176291 3.2203433439135551 1.6621286273002613 43.814219526946545 2.6673309952020645
leaf_count=2523 13 4252 116 527 38 698 19 3837 308 26 45 56 38 1260 85 76 79 164 331 45 935 28 14 18 23 10 364 15
internal_value=3.43575e-05 -0.0004265 0.000522451 -0.00158511 0.000801804 0.0055932 -0.00227694 0.000386652 0.00224557 -0.00275808 -0.00906503 -0.0024172 -0.0133052 0.00202318 0.00142252 0.00216102 -0.00354246 -0.00720858 0.00392812 0.00503615 -0.000546901 0.00508214 0.00543463 0.0072542 -0.00751029 0.00895634 0.00986627 0.0162679
internal_weight=2772.01 2250.51 1237.2 1013.31 1202.17 95.8566 858.303 1106.31 155.012 56.0829 35.0279 851.86 27.1023 521.497 467.783 407.212 60.5702 42.4353 246.412 18.135 160.8 98.9288 7.9256 53.7143 5.5524 48.1619 46.4998 6.44263
internal_count=15943 12540 7309 5231 7096 736 4342 6360 889 334 213 4308 154 3403 2975 2602 373 243 1591 130 1011 555 59 428 36 392 382 34
is_linear=0
shrinkage=0.0149824
Tree=183
num_leaves=31
num_cat=0
split_feature=86 31 93 31 106 5 2 31 133 41 5 8 31 136 94 136 39 34 121 77 22 146 135 8 39 117 28 133 147 120
split_gain=10.9956 9.65614 12.1879 17.7273 13.2615 9.77592 11.1823 10.7582 10.1021 9.70751 8.93657 8.73937 8.88847 8.56722 8.28436 8.09406 6.363 8.83638 10.0345 9.46871 8.35789 6.91696 5.78101 8.88287 15.8815 8.0178 34.2002 9.10071 6.91923 2.79137
threshold=2.6698717948717952 0.20362176335627663 25.050000000000004 0.093491561890674355 0.68150000000000011 1499.931730224404 -238.18518204977758 0.22778543677152521 1.8165000000000002 1.9550000000000003 1491.1878495509366 0.37857142857142861 0.19065794256633947 3.0500000000000003 25.050000000000004 3.8500000000000001 0.44364091734390515 4.8450000000000006 1.8820000000000003 2.7928571428571431 0.41428571428571431 0.0046500000000000005 0.087500000000000008 3.183333333333334 0.23477344958041807 0.87500000000000011 3.8944444444444448 2.3165000000000004 0.47660668427820335 1.7890000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 8 14 -8 9 -3 -5 12 -1 -13 -7 -10 22 18 20 -20 -18 29 25 28 -25 27 -27 -2 -24 -19
right_child=16 5 3 10 -6 6 7 -9 15 -11 -12 13 -14 -15 -16 -17 17 21 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0044917192296639952 0.0056761424675151285 -0.001923477893283464 -0.03131580860930229 -0.0073225370096750486 -0.0027327055569121334 -0.0038497574340289587 0.004438071128466929 -0.0021539327494584119 -0.0177586984005123 0.0059490272687615642 0.0058634868800926847 0.0030829517471022221 -0.019462280821166907 -0.0018274792630317278 -0.042463725131814838 0.010199021697034532 0.0017859615507887742 0.013597144802303181 -0.020510353752926688 0.0067049998708849897 -0.019856663343944345 -0.018249624218858791 1.0860029931892716e-05 -0.048622194436815695 0.010028366570344343 -0.039157522208116094 0.011170746211432559 -0.002616730001600732 0.0097366447146588226 -0.0060896285519558445
leaf_weight=79.084615714848042 226.71750959008932 74.638723284006119 5.2073479369282749 12.639949992299078 12.133843041956423 2.5650923922657958 82.909430101513863 168.55142669379711 2.4207188263535491 66.472175560891628 132.25545456260443 84.354547791182995 3.6371213942766181 1462.953330848366 2.42744280397892 58.450693633407354 33.795160874724388 12.679915659129621 13.273803405463697 3.6610870361328116 4.5438359528779975 2.0597469657659522 152.4727995917201 2.2082436531782141 1.9528235122561453 4.8133805245161048 8.1842569783329946 34.183601655066013 18.401557963341475 1.8529420271515835
leaf_count=386 1492 382 29 73 73 16 486 1108 15 443 825 472 18 7761 15 438 217 90 86 25 26 16 962 14 16 27 57 232 129 14
internal_value=3.39299e-05 -0.000420021 -0.000916341 0.00299988 -0.0113159 0.00152035 -0.000421304 1.95241e-05 0.00398564 0.00178497 0.0047132 -0.00130612 0.0034385 -0.00155978 -0.0226245 0.0090872 0.00199573 -0.00214335 -0.00502176 -0.0146268 -0.000779076 0.00744529 0.00265833 0.000531541 -0.0210971 0.00401745 -0.00746723 0.0045896 0.00105824 0.0110871
internal_weight=2771.5 2250.7 1792.27 162.237 17.3412 458.436 256.453 251.461 201.982 141.111 144.895 1630.03 82.7217 1547.31 4.99254 60.8714 520.801 71.8665 55.2739 16.9349 38.339 16.5926 448.934 175.035 4.16107 273.899 12.9976 260.901 170.874 14.5329
internal_count=15943 12540 9637 1000 102 2903 1625 1594 1278 825 898 8637 404 8233 31 453 3403 474 354 111 243 120 2929 1121 30 1808 84 1724 1091 104
is_linear=0
shrinkage=0.0149824
Tree=184
num_leaves=28
num_cat=0
split_feature=86 123 99 93 92 44 79 99 3 89 40 135 84 36 142 105 6 103 90 26 144 3 49 3 134 79 90
split_gain=10.6815 8.72326 10.5661 9.9409 10.0648 9.18041 8.6889 8.46217 8.19074 7.09362 7.31124 8.26934 9.08914 8.02407 10.5966 7.80503 6.98193 6.63109 6.20121 5.8683 6.20909 4.27107 6.02546 6.01939 4.10073 5.01715 3.35099
threshold=2.6698717948717952 2.1145000000000005 0.53137254901960795 19.050000000000004 0.48208333333333347 12.325000000000001 2.5152597294757348 0.53589743589743599 1500.0003732357518 0.17000000000000001 3.4450000000000007 0.087500000000000008 0.029605263157894701 1.405 0.14900000000000002 0.97350000000000014 1499.5861762310863 1.9515000000000002 -0.57541666666666658 0.4331666666666667 -1.0000000180025095e-35 1487.9743416317053 1.7550000000000001 1438.0969473641242 1.0000000180025095e-35 2.4996075448737458 0.26958333333333334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 5 7 8 -6 -5 -1 19 11 16 -13 15 -15 -12 -11 18 -4 20 -2 23 -23 -3 25 -21 -26
right_child=9 2 17 4 6 -7 -8 -9 -10 10 13 12 -14 14 -16 -17 -18 -19 -20 24 -22 22 -24 -25 26 -27 -28
leaf_value=-0.00024688361185798825 0.011856223150253777 0.010152854103534255 -0.026186850265726484 0.0043591893491193258 -0.035639290448899762 -0.02469362700395708 -0.0059647244030015699 0.00026433930598329376 -0.0025252657269277208 0.0016980544161410108 -0.0025509843825925853 0.00061737129110032497 -0.011517328877321662 -0.014624512946699185 0.0003102313626120798 0.017946341595360227 0.0068253643026922979 -0.021980430356222876 0.0011988371554690264 -0.017179026115877745 -0.020438871922090689 0.016363345959283911 -0.0070712322792490841 -0.0019176268157211267 0.016122178635934851 0.0069532411627082685 -0.0043969402271152496
leaf_weight=777.44408039003611 2.2379964366555214 21.532955884933472 1.9277629703283299 143.12081000208855 2.583848491311076 3.7705898582935324 15.511705882847307 543.39442154765129 650.57352039963007 143.15660394728184 11.451792523264887 145.54964296519756 15.313384234905241 20.923679158091545 21.749371998012066 6.5581113100051871 102.15725007653236 3.2193996012210837 49.881897456943989 2.0901196673512485 3.3168395534157744 18.826171539723877 2.8335183411836615 16.289697982370853 17.798972886055711 25.86176959425211 1.9858816564083088
leaf_count=4019 16 183 11 851 12 23 86 3144 3552 906 81 908 103 115 128 49 685 20 294 15 20 179 17 149 150 212 15
internal_value=3.35295e-05 -0.000413628 0.00361501 -0.000629563 0.000827295 -0.00134651 -0.010202 0.00111801 -0.00128486 0.00196856 0.00137743 0.00210213 -0.000537795 -0.0034733 -0.00701266 0.00491291 0.00383325 -0.00111662 0.000179843 0.00714718 -0.00742745 0.00799239 0.0132976 0.00495427 0.00884315 0.00514872 0.0140626
internal_weight=2771.06 2250.91 114.511 2136.4 704.611 1431.79 18.0956 686.515 1428.02 520.151 466.86 406.177 160.863 60.683 42.6731 18.0099 245.314 55.0291 51.8097 53.2916 5.55484 59.4823 21.6597 37.8227 47.7367 27.9519 19.7849
internal_count=15943 12540 853 11687 4093 7594 98 3995 7571 3403 2975 2602 1011 373 243 130 1591 325 305 428 36 528 196 332 392 227 165
is_linear=0
shrinkage=0.0149824
Tree=185
num_leaves=30
num_cat=0
split_feature=86 98 123 94 23 144 110 4 90 23 85 1 28 39 34 85 27 132 27 28 1 150 147 135 125 30 150 143 146
split_gain=10.3767 10.3488 15.0241 12.3342 11.5665 10.1797 9.10372 12.4611 9.65101 8.55011 8.57489 8.04039 7.05703 6.07841 8.41701 8.17057 14.0274 9.09586 7.85742 6.8227 6.61598 9.70218 8.87622 5.63528 9.24368 5.29019 5.06436 4.18748 3.14262
threshold=2.6698717948717952 0.6858552631578948 2.1145000000000005 14.550000000000002 3.3666666666666671 -0.0031499999999999996 7.9500000000000011 1586.8401385938121 0.040416666666666656 3.1547619047619051 -0.19050997782705095 1373.5715040207458 5.2928571428571436 0.44364091734390515 4.8450000000000006 0.10501563477173227 0.55707142857142877 2.1835000000000004 0.53050000000000008 4.7888888888888896 1532.922762913744 0.59354565401577208 0.37413381983452565 0.062000000000000006 0.55000000000000016 0.040956108470785561 0.59354565401577208 -1.1549999999999998 0.0047500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 -1 8 -8 -6 10 -3 -5 -11 18 15 17 -17 -15 20 28 21 -2 -22 27 -25 -4 -27 -20 -16
right_child=13 4 25 11 6 -7 7 -9 -10 12 -12 -13 -14 14 19 16 -18 -19 23 -21 22 -23 -24 24 -26 26 -28 -29 -30
leaf_value=-0.011135233795201748 0.0025333978479215946 -0.0073203065363232709 -0.022492494955768532 0.010784545531556425 0.0076939985264995459 -0.0013211425078882412 -0.0053624079855699299 0.0084900530779922212 -0.0075601578917356338 -0.0090714458124020146 -0.0016165384698410762 0.0010367194310411511 -0.038934414729177635 -0.0047126629096221999 0.013520432458451661 -0.0039804718202590674 -0.034999391041774679 0.013878646076440697 -0.0015207857018382357 -0.01838245614440772 -0.022544081724752169 -0.0034044198678640641 0.0060510973212094584 -0.024683009924357648 0.0041221495452717274 0.014536996355371506 0.0052754586885727225 0.01118512216741251 -0.0079923920610574552
leaf_weight=25.13197898119688 174.82717248052359 63.982274733483791 1.3720221370458592 19.535715490579605 70.770464770495892 423.63417903333902 53.452298931777477 20.042557150125504 10.720498509705065 7.6479323357343656 785.86188544332981 685.3464874625206 2.3136676922440529 33.731338270008564 12.684166334569456 9.6347763836383802 4.9558445811271659 7.1613820269703856 6.6418145745992652 2.0330493152141562 2.5102373659610739 95.518614545464516 83.164516888558865 2.6933039948344222 34.969617918133736 16.670291222631931 64.655167616903782 47.194338835775852 1.7324322685599316
leaf_count=157 1059 298 8 123 406 2508 307 118 58 42 3988 3847 14 211 92 59 30 54 45 14 15 671 554 16 237 97 569 332 14
internal_value=3.3104e-05 -0.000407346 0.000512984 7.07878e-05 -0.00152861 -0.00187076 0.00223884 -0.00158474 0.00568724 -0.00220772 -0.00204596 0.00130688 -0.0160075 0.00194187 -0.00210058 -0.00489115 -0.0145164 -0.00145683 0.00259164 0.00731178 0.00158521 0.000435447 0.00521326 0.00650765 0.00206226 0.00668172 0.00717392 0.00961758 0.0109352
internal_weight=2770.59 2251.14 1236.35 1153.65 1014.79 448.766 154.986 73.4949 81.491 859.806 849.844 704.882 9.9616 519.453 71.933 55.4833 14.5906 40.8927 447.52 16.4496 356.021 270.346 85.6748 91.4991 37.6629 82.6975 81.3255 53.8362 14.4166
internal_count=15943 12540 7309 6635 5231 2665 889 425 464 4342 4286 3970 56 3403 474 354 89 265 2929 120 2299 1730 569 630 253 674 666 377 106
is_linear=0
shrinkage=0.0149824
Tree=186
num_leaves=30
num_cat=0
split_feature=96 31 118 144 9 129 102 85 49 1 79 28 1 96 122 50 127 110 136 3 148 134 111 147 0 147 50 9 50
split_gain=9.81992 9.40091 10.341 9.7947 11.8598 9.52165 8.68066 9.05554 10.6103 9.18886 10.9057 7.3096 7.69534 7.27867 7.05366 6.77478 7.13698 6.93564 6.65417 7.85 7.3523 6.05484 4.8419 4.58256 4.33406 5.62331 2.90753 1.95879 0.00171379
threshold=3.5000000000000004 0.21172176899957065 2.9000000000000004 -0.0019499999999999997 2.1083333333333338 1.0000000180025095e-35 2.2275000000000005 0.11337041156840925 1.9550000000000003 1617.5007910780071 3.0271346066537861 4.3166666666666673 1683.7265444909597 6.5000000000000009 2.3245000000000005 1.5750000000000004 2.5855000000000006 14.550000000000002 4.0500000000000007 1515.4366091830109 0.26528267397832622 0.18900000000000003 18.350000000000005 0.46658831033831033 1649.7039931096781 0.45340220333168152 1.2650000000000003 2.8619047619047624 1.7850000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 5 -3 15 9 -9 13 -11 14 -13 -8 -5 16 17 -2 20 -20 -1 -18 23 -17 26 -26 -4 -6 -24
right_child=6 3 24 11 27 -7 7 8 -10 10 -12 12 -14 -15 -16 22 21 -19 19 -21 -22 -23 28 -25 25 -27 -28 -29 -30
leaf_value=0.0035038095539700552 0.0021937252869445945 0.012875765608735577 0.0062431191669140651 0.0046240613708489649 0.017819309246590729 -0.015475370268529583 0.0065673784991350809 0.0095804891570299734 -0.032653272538124799 -0.041113414320610282 -0.0035809675022799962 -0.0032100703532281401 0.014038907670144327 -0.01086087527718233 -0.0040391370677370043 0.0070886793142031423 -0.0038708013936018812 -0.00020163586864296065 -0.0010689079826780945 -0.003828131133049108 -0.0028376085324087847 -0.025900469998160151 0.017314883562999827 -0.0057562229896660098 0.019018305413436441 -0.011157185236002842 0.018311872946695909 -0.0020132020595937145 0.016804720764551469
leaf_weight=110.30082961916924 642.48907099664211 3.0711374357342782 9.2453828454017692 196.97860054299235 4.1638970263302317 19.818325933068991 18.822622969746593 1.816622883081435 5.0392922982573509 2.7264237254858008 4.792489767074585 67.968366470187902 6.3480340093374243 7.5313069745898238 23.627512872219086 32.328157559037209 12.048954419791697 469.69728368520737 678.09094928577542 351.38862336054444 65.359090477228165 3.6486326530575743 6.303799591958521 7.7242205925285807 1.9802163019776333 4.6215748861432076 8.6949995383620244 1.5281286314129827 1.9831615909934042
leaf_count=625 3738 26 63 1289 35 120 119 15 27 17 34 420 43 51 204 293 73 2680 3562 1900 317 23 55 66 14 38 62 13 21
internal_value=3.26963e-05 -0.000756908 -0.00135477 0.00151563 -0.00685866 -0.0116714 0.00104046 -0.00575963 -0.0214625 -0.00258133 -0.0171907 0.0023272 -0.00173668 0.0015868 0.00369621 0.00127593 0.00104053 0.00118212 -0.00155083 -0.0020107 0.00114431 -0.00899125 0.00676837 0.0046115 0.00827306 -0.00210597 0.0120924 0.0124949 0.0171928
internal_weight=2770.14 1553.19 1229.68 323.504 28.5815 22.8895 1216.95 40.7288 6.85592 33.8728 7.51891 294.923 74.3164 26.3539 220.606 1176.22 1127.88 1112.19 1205.14 1029.48 175.66 15.6976 48.3393 40.0524 24.5422 6.60179 17.9404 5.69203 8.28696
internal_count=15943 8731 6581 2150 194 146 7212 263 42 221 51 1956 463 170 1493 6949 6514 6418 6404 5462 942 96 435 359 177 52 125 48 76
is_linear=0
shrinkage=0.0149824
Tree=187
num_leaves=28
num_cat=0
split_feature=86 31 93 31 106 15 118 8 0 5 149 31 49 40 37 6 147 102 22 8 28 27 125 22 127 49 6
split_gain=10.0444 9.09976 11.5154 17.1851 12.7374 10.8534 11.5263 9.88025 9.65491 9.32779 10.9132 9.3575 12.1702 9.05448 6.5172 10.1569 10.0737 8.43513 8.3311 10.3874 7.78961 7.73882 7.51094 6.91943 6.36542 5.5978 1.50185
threshold=2.6698717948717952 0.20362176335627663 25.050000000000004 0.093491561890674355 0.76350000000000018 0.90000000000000013 2.4500000000000006 0.37857142857142861 1467.0368292144999 1499.931730224404 0.54246508583276387 0.22926223241590213 1.3750000000000002 5.0650000000000004 0.29082135122661279 1505.6388219370176 0.39487318826102363 2.1210000000000004 0.61250000000000016 1.1083333333333336 0.81666666666666676 0.58050000000000013 2.1000000000000005 0.61250000000000016 0.78900000000000015 4.1150000000000011 1501.1999172017902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 -7 -1 -5 10 13 25 -13 -3 18 21 -17 -18 20 -20 -2 23 -22 -16 -12 -11 -23
right_child=14 9 3 8 -6 6 -8 -9 -10 11 24 12 -14 -15 15 16 17 -19 19 -21 22 26 -24 -25 -26 -27 -28
leaf_value=0.0036371482072389064 -0.032073004109020087 -0.0015110528337701652 -0.023600750257150319 -0.0058020892334309125 0.0020366511700092428 0.00043943088575324233 0.012641438001968342 -0.0022107762234574099 0.0060680641739573032 0.0042864480262181683 -0.006897597504142189 0.003656300515123322 -0.0051665364620783229 0.01546836201682875 -6.2910897349351569e-05 -0.016888429492172331 0.0078385319580994237 -0.007463111044794927 0.0021807556108855547 -0.033884565636769635 0.0013508025574367403 0.016775764837843404 -0.022216919837675542 0.0076995701585710254 0.0079151237663653163 -0.014057830421208258 0.0019704968753387554
leaf_weight=68.514281816780567 1.7132330164313305 80.867588557302952 8.9416642710566538 17.504888862371445 8.4712028056383115 331.51749375462532 18.33887605369091 1213.4137272536755 126.79809468239546 85.940503105521202 6.9405285269021979 50.224354904145002 116.50106544047594 7.7231117859482756 268.63468977063894 4.1553510278463355 120.48322784155607 8.6686342731118184 3.301139533519744 3.922860361635685 66.002485245466232 8.2246013581752759 3.1817365288734427 28.512872382998466 105.48411151766777 3.903615951538085 1.8917662203311909
leaf_count=331 10 406 52 101 50 1813 122 6371 797 509 45 371 728 48 1742 25 821 63 18 23 430 58 19 178 779 17 16
internal_value=3.22816e-05 -0.00040081 -0.000881965 0.00293154 -0.0111284 -0.0012599 0.00107904 -0.00189823 0.00462814 0.00148507 0.00390177 -0.000408345 -0.00250875 -3.08265e-05 0.00191186 0.00261905 0.00607273 0.00681149 -0.00207636 -0.0174039 -0.000514573 0.00112066 0.000266931 0.000681941 0.00700066 0.00348941 0.0140072
internal_weight=2769.78 2251.09 1793.5 161.716 17.4129 1631.78 349.856 1281.93 144.303 457.585 201.015 256.57 166.725 88.5907 518.693 440.571 133.307 129.152 78.1215 7.224 70.8975 307.264 69.1842 297.148 112.425 89.8441 10.1164
internal_count=15943 12540 9637 1000 102 8637 1935 6702 898 2903 1278 1625 1099 454 3403 2903 909 884 500 41 459 1994 449 1920 824 526 74
is_linear=0
shrinkage=0.0149824
Tree=188
num_leaves=23
num_cat=0
split_feature=96 110 98 94 111 8 130 25 84 135 48 90 137 130 42 119 8 42 136 118 27 11
split_gain=9.49635 9.04251 16.2494 14.3893 13.2353 12.33 12.7573 9.51136 8.56353 7.9408 7.38124 7.15386 7.32245 7.17697 6.99571 7.74614 7.26465 6.78674 8.82522 6.7226 7.34522 4.17439
threshold=3.5000000000000004 5.4500000000000011 0.86811594202898557 14.550000000000002 11.050000000000002 1.7928571428571431 0.95000000000000007 0.77500000000000013 0.11000000000000001 -0.27099999999999996 2.4950000000000006 0.19374999999999998 7.0500000000000007 1.5280000000000002 4.1550000000000011 1.1000000000000003 2.378571428571429 5.5050000000000008 5.0500000000000007 3.7085000000000004 0.56816666666666682 0.51666666666666672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -4 11 10 -5 19 13 -13 -1 15 -9 -16 21 -19 20 -2 -12
right_child=8 2 5 9 -6 -7 -8 14 -10 -11 17 12 -14 -15 16 -17 -18 18 -20 -21 -22 -23
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leaf_weight=381.62035096436739 997.14570515602827 108.52343675494194 13.927274398505686 80.288155488669872 63.092784576117992 3.5444514378905287 32.154698066413403 34.522312119603157 3.7204922437667838 266.10711022466421 1.3744555860757852 32.960215449333191 30.507686868309975 355.71711251139641 30.445600848644972 112.24549478292465 7.6537228003144255 9.6365307569503802 18.606983251869678 3.9483402445912352 151.88279569894075 29.628237765282393
leaf_count=2038 5730 554 66 430 305 18 163 205 26 1395 10 197 179 2187 196 734 64 89 162 25 907 263
internal_value=3.18875e-05 -0.00074437 -0.00225072 -0.00146612 -0.00501375 -0.0104406 -0.00836941 0.000123123 0.00102352 0.0002915 0.00109318 -0.000584012 0.00424261 -0.000999474 0.00318628 0.00467123 -0.00253408 0.00625061 0.000937834 0.000828158 0.000895221 0.0110906
internal_weight=2769.25 1553.31 567.638 518.011 171.616 49.6264 46.082 985.672 1215.94 346.395 1212.22 800.805 63.4679 737.337 184.867 146.768 38.0993 59.2462 28.2435 1152.98 1149.03 31.0027
internal_count=15943 8731 2931 2684 859 247 229 5800 7212 1825 7186 4601 376 4225 1199 939 260 524 251 6662 6637 273
is_linear=0
shrinkage=0.0149824
Tree=189
num_leaves=21
num_cat=0
split_feature=6 23 6 30 92 126 105 86 141 104 28 92 10 113 86 53 102 23 141 36
split_gain=11.8138 10.0864 12.1556 9.75298 11.0697 7.96032 8.5973 8.42548 8.45701 7.50704 7.24611 6.45474 14.0472 7.50247 5.26882 5.85235 5.29819 3.47049 3.32749 3.32657
threshold=1466.0889274047354 4.6333333333333337 1480.5941393258306 0.22257607926397738 0.030833333333333251 0.58550000000000002 0.72050000000000003 3.4558441558441566 2.4385000000000003 0.7875000000000002 6.0500000000000007 0.40041666666666681 1.6547619047619049 0.40950000000000003 2.797058823529412 2.7750000000000004 0.84550000000000003 4.791666666666667 -0.33899999999999991 3.0650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 5 3 4 -3 6 9 10 -9 -2 -7 13 -13 -4 15 17 -16 19 -19 -1
right_child=1 2 11 -5 -6 7 -8 8 -10 -11 -12 12 -14 -15 16 -17 -18 18 -20 -21
leaf_value=0.0042588115762155635 -0.0065773841790348385 -0.023647427990701565 0.0092885808014038888 0.017475409423168154 0.012883481445930744 -0.00041454998702004816 -0.031169241743932229 0.00659279624044399 -0.028252886188557466 0.0075816900211536538 0.0030461898625807403 0.0057645223316166328 -0.035374989214810582 0.0022500515647263155 -0.025973208272012108 -0.0056944704550219742 0.0095658904343798 0.010316679226113096 -0.018590476028939529 0.015417738851106344
leaf_weight=7.8379178345203391 51.2511091157794 8.715754993259905 67.612106118351221 2.3988941535353652 2.3678107857704154 2301.4213575422764 2.7852163612842551 55.500518854707479 1.6087316051125515 10.054395295679567 144.32597361132503 5.6721953228116018 2.7743327841162682 68.368180990219116 2.0034453570842738 5.1962286680936804 1.7766082808375356 1.9908392727375033 1.6221604198217381 25.528285704553127
leaf_count=48 257 56 463 21 15 12848 14 481 12 55 921 39 19 434 14 23 14 16 13 179
internal_value=0.000142128 1.50793e-05 0.00369028 -0.00991491 -0.0158432 -0.000211006 -0.00542485 -7.74947e-05 0.0056112 -0.00425523 -0.000210328 0.00496035 -0.00774816 0.00574975 0.00767524 0.009194 -0.00927004 0.0112861 -0.00266206 0.0127964
internal_weight=2770.81 2724.86 157.909 13.4825 11.0836 2566.95 64.0907 2502.86 57.1093 61.3055 2445.75 144.427 8.44653 135.98 45.9555 42.1754 3.78005 36.9792 3.613 33.3662
internal_count=15942 15635 1047 92 71 14588 326 14262 493 312 13769 955 58 897 307 279 28 256 29 227
is_linear=0
shrinkage=0.0149824
Tree=190
num_leaves=26
num_cat=0
split_feature=131 80 133 136 16 114 30 19 38 29 26 98 38 38 2 93 48 125 51 127 24 90 38 128 36
split_gain=8.67765 8.59937 16.7356 9.99155 8.97467 8.10226 8.05439 8.94874 8.9772 7.46073 12.2032 10.3197 7.75402 8.30461 7.11419 7.00625 11.4324 12.2768 10.0681 8.84148 7.6824 6.82659 6.65168 5.74816 4.42975
threshold=1.5280000000000002 0.092914111934075616 1.5855000000000004 13.15 1.0000000180025095e-35 2.4500000000000006 0.066987179487179457 1.0000000180025095e-35 0.26063578531367509 3.2361111111111116 0.38105555555555565 0.7947368421052633 0.2998352663270637 0.27886774088781485 3.6365328431598987 22.050000000000004 2.4150000000000005 0.55000000000000016 1.4550000000000003 1.8165000000000002 0.22500000000000003 0.11624999999999996 0.27518711767313603 1.0000000180025095e-35 3.1250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 14 4 -4 15 -7 8 -8 10 -2 -12 13 -11 22 16 19 -18 20 -1 -17 -9 -3 -14 -16
right_child=1 2 3 -5 -6 6 7 21 -10 12 11 -13 23 -15 24 18 17 -19 -20 -21 -22 -23 -24 -25 -26
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leaf_weight=1404.5692454576492 3.9837344884872428 5.1388151645660463 5.9356618225574476 3.0389548093080512 3.4147875308990479 2.3055608719587317 30.505233928561211 77.855349116027355 24.555914491415024 245.48032260686159 127.41053910553455 30.433078065514565 25.023232266306877 58.993908233940601 5.1620667129755011 74.546996422111988 1.8935616612434376 54.57025583088398 2.8613593578338614 185.28554615005851 333.16314766928554 10.520869441330431 17.049782440066338 34.012922141700983 2.6366681903600693
leaf_count=7319 19 27 29 15 17 12 217 515 154 1628 930 166 153 298 25 442 14 422 12 1116 2055 68 78 197 14
internal_value=0.000140076 0.00179174 -0.00470065 -0.0193487 -0.0116783 -0.000285629 0.00312807 0.00357461 -0.00116645 0.00231545 -0.000360541 0.00029308 0.00350675 0.00254321 0.00135127 -0.00052751 -0.000964182 -0.00758919 0.00122347 -0.000728895 0.00142002 0.00652844 -0.00297508 0.00847613 0.0136604
internal_weight=2770.35 567.714 42.3767 12.3894 9.35045 2202.63 145.743 143.437 55.0611 525.338 161.827 157.844 363.51 304.474 29.9873 2056.89 1646.32 56.4638 410.572 1589.85 407.71 88.3762 22.1886 59.0362 7.79873
internal_count=15942 3596 205 61 46 12346 966 954 371 3391 1115 1096 2276 1926 144 11380 8871 436 2509 8435 2497 583 105 350 39
is_linear=0
shrinkage=0.0149824
Tree=191
num_leaves=23
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split_feature=6 126 138 3 142 105 123 28 39 56 27 138 89 15 130 92 47 36 142 36 149 48
split_gain=11.4943 8.51439 15.1767 10.4626 10.2955 10.1966 8.73723 8.00946 7.48983 9.56822 6.98264 6.40062 6.27915 7.86863 5.76731 5.63751 5.51719 4.26958 3.68934 4.22108 3.01177 1.46777
threshold=1466.0889274047354 0.61250000000000016 4.5000000000000009 1655.7810436118971 -1.4049999999999996 0.65150000000000008 2.2565000000000004 7.5277777777777786 0.33000569704556038 3.4550000000000005 0.3305555555555556 2.5000000000000004 0.19000000000000003 0.55000000000000016 2.2110000000000007 -0.4549999999999999 1.5950000000000004 5.5850000000000009 -0.40249999999999997 3.0650000000000004 0.50196630607383896 1.4150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 5 16 -4 7 10 15 -10 -3 17 18 -14 -6 -8 -2 -1 21 -20 -9 -13
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leaf_weight=3.5550413429737082 2.657735899090766 17.383576542139053 67.731340512633324 4.6802310124039641 29.383325107395649 5.5889296084642401 5.175830975174903 2.3913908302783993 48.780286826193333 1.803755149245261 2482.7939966544509 6.7777948416769496 4.1504216045141211 3.2101106643676758 2.6512750685214987 32.827024981379509 3.571514904499054 1.9663164615631101 3.1370862424373653 9.1407274901866895 16.694736868143082 13.775518320500849
leaf_count=20 16 95 349 24 143 27 41 15 366 18 14112 52 26 20 16 269 16 16 19 63 128 91
internal_value=0.000138069 1.3042e-05 -0.00395396 -0.0077453 0.00377463 -0.00635894 0.000189901 2.72808e-05 0.00481455 0.00103853 -4.65299e-05 0.00758863 0.00966654 -0.0028404 0.00720167 0.00984064 -0.0138492 -0.00753709 0.0124705 0.00597231 0.00969606 0.0163523
internal_weight=2769.83 2724.11 116.264 78.0005 38.2639 73.3203 2607.85 2519.26 88.5869 50.584 2500.18 45.713 40.1917 7.36053 32.0346 38.0029 6.22925 5.52136 32.8311 12.2778 19.0861 20.5533
internal_count=15942 15635 591 400 191 376 15044 14350 694 384 14207 307 271 46 159 310 32 36 225 82 143 143
is_linear=0
shrinkage=0.0149824
Tree=192
num_leaves=24
num_cat=0
split_feature=6 126 86 136 8 49 123 85 93 52 1 148 122 9 109 95 109 8 148 93 11 95 27
split_gain=11.2076 8.24825 9.59652 8.16758 16.6187 11.0643 7.74933 9.33765 6.81158 6.45047 6.08415 9.8104 7.40164 5.9079 7.04717 8.02157 4.10473 4.09612 6.25666 3.25595 2.43739 1.99909 2.26899
threshold=1466.0889274047354 0.61250000000000016 3.4023809523809527 3.9500000000000006 1.5166666666666668 5.2150000000000007 2.2565000000000004 -0.22602006688963208 12.900000000000002 2.1350000000000002 1461.5511128985816 0.26335666023166027 2.2900000000000005 1.3095238095238098 1.5000000000000002 4.3499999999999988 1.0000000180025095e-35 1.6547619047619049 0.26233423441126336 20.550000000000004 3.2761904761904765 -1.5000000000000002 0.42527777777777781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 6 4 16 9 8 -8 -3 -5 11 -4 -12 14 17 -16 -2 19 -19 -1 21 -15 -23
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leaf_weight=5.8654437810182589 2.9929526001214963 958.688198056072 12.456070259213449 42.056053034961224 4.6435420587658882 6.1076208651065818 2.219611555337905 82.050496459007263 1493.7152041345835 57.253943540155888 46.137023888528347 4.5381114706397048 7.7085381373763076 2.4666087776422563 2.8196393474936476 2.4778617918491364 3.3833249136805534 4.2868308201432219 2.0220991522073746 3.3148346021771431 2.2583063356578341 2.7173590585589436 17.274336010217667
leaf_count=36 15 5273 102 212 26 25 12 647 8503 297 408 34 65 16 17 13 16 34 12 21 24 17 117
internal_value=0.000136069 1.2882e-05 0.000187101 -0.0038886 -0.0161616 -0.00260564 3.52104e-05 0.00450246 -0.000118294 -0.00140191 0.00562609 -0.00218959 0.0080928 0.00751034 0.00162356 -0.0132932 -0.000460327 0.00672527 -0.00256873 0.0131123 0.0124611 0.0139531 0.0155232
internal_weight=2769.45 2723.95 2607.51 116.437 11.0198 105.418 2536.67 84.2701 2452.4 99.31 70.8397 16.9942 53.8456 45.5033 20.7867 5.2975 6.37628 15.4892 6.30893 9.18028 24.7166 22.4583 19.9917
internal_count=15942 15635 15044 591 57 534 14435 659 13776 509 609 136 473 307 133 30 31 103 46 57 174 150 134
is_linear=0
shrinkage=0.0149824
Tree=193
num_leaves=22
num_cat=0
split_feature=6 23 6 30 31 93 91 142 145 13 123 31 121 91 120 78 39 90 27 45 118
split_gain=10.9283 9.67582 11.7184 9.3813 10.5385 7.89852 9.09544 9.47052 8.56026 8.54128 6.79713 6.25566 5.86641 5.64832 5.76893 5.21326 6.99121 6.11592 3.81402 4.15999 3.35432
threshold=1466.0889274047354 4.6333333333333337 1480.5941393258306 0.22257607926397738 0.12795348837209303 22.050000000000004 0.33375000000000005 0.97350000000000014 0.98895000000000011 0.77500000000000013 0.94850000000000001 0.21458087367178272 0.68350000000000011 -0.082916666666666639 1.0500000000000003 1.3095238095238098 0.33000569704556038 0.0099999999999999516 0.55816666666666681 1.2850000000000004 1.5500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 5 3 4 -3 8 9 -8 11 -7 -10 -2 -1 14 -14 17 -17 -4 19 -15 -16
right_child=1 2 15 -5 -6 6 7 -9 10 -11 -12 -13 13 18 20 16 -18 -19 -20 -21 -22
leaf_value=-0.014530820505639535 -0.0011149144020275923 -0.0040984311052667992 0.0095956823872614169 0.017426562023578531 -0.034090247486558464 0.0021587638275869761 -0.0013848638852364383 -0.032968710263040414 -0.0046881545292678023 -0.0094801633772727233 0.011257401706728233 0.0010401360560078614 -0.020760404664329369 0.014601145717723051 0.019136353331650993 0.0055496502916892879 -0.0042647986203855036 -0.0019717656352206837 -0.0083117731831472749 -0.0048770032212944302 -0.002542958705325951
leaf_weight=2.5745535939931861 1682.8102873302996 6.9614696279168111 61.298127464950085 2.3627822548151007 4.2265805751085281 459.86875594779849 5.6211665421724302 3.4323937371373177 8.0797326192259806 14.602733053267 23.321591414511204 368.5815417021513 2.5481566786766034 28.65003535524011 2.57838274538517 44.448979333043098 25.71947518736124 12.322559855878351 2.0201083421707144 2.6925662755966178 4.2307273223996162
leaf_count=15 9037 44 387 21 27 2873 34 21 42 81 132 2368 14 205 17 316 177 75 11 12 33
internal_value=0.000134105 1.27249e-05 0.00361921 -0.00969988 -0.0154287 -0.000208387 0.0015167 -0.013359 -0.000608871 0.00180055 0.00715452 -0.000727708 0.00743294 0.00875661 -0.00153021 0.00487442 0.00195227 0.00765953 0.0116418 0.0129278 0.00566631
internal_weight=2768.95 2723.66 157.34 13.5508 11.1881 2566.32 483.525 9.05356 2082.79 474.471 31.4013 2051.39 45.2945 42.72 9.35727 143.789 70.1685 73.6207 33.3627 31.3426 6.80911
internal_count=15942 15635 1047 92 71 14588 3009 55 11579 2954 174 11405 307 292 64 955 493 462 228 217 50
is_linear=0
shrinkage=0.0149824
Tree=194
num_leaves=23
num_cat=0
split_feature=36 12 1 134 92 5 98 46 50 30 18 100 9 119 135 9 133 5 98 30 145 143
split_gain=7.47386 6.66329 9.50242 8.51214 7.71481 7.32903 8.08397 9.42182 6.12794 7.83304 6.06499 8.80622 5.84752 10.9247 6.97714 4.22339 4.10484 2.65956 4.66094 2.34884 2.285 1.38027
threshold=9.8100000000000023 1.0000000180025095e-35 1348.9356188958475 0.92900000000000016 0.11624999999999996 1462.5878850734437 0.63397129186602885 2.7050000000000005 1.4850000000000001 0.71611721611721624 4.5000000000000009 1.7750000000000001 2.2583333333333337 2.1000000000000005 0.11250000000000002 1.4476190476190478 0.81650000000000011 1537.058094548798 0.47213622291021667 0.095413165266106423 0.20745000000000002 0.78800000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -4 6 7 -3 16 10 11 -10 14 -14 -7 -1 -2 19 -19 -18 -12 -17
right_child=8 5 3 -5 -6 12 -8 -9 9 -11 20 -13 13 -15 -16 21 17 18 -20 -21 -22 -23
leaf_value=-0.0015349455597206106 -0.0060713308696501442 -0.019474319004803172 0.0019481914638875245 -0.021714111474097929 -0.0030847925595107106 -0.00073634804481506578 -0.027800713169256561 0.019701693804035077 0.0090115145611370465 -0.032432860086949275 0.015345093866276076 -0.01092432399001632 -0.009273293712245818 -4.1596479838419472e-05 0.0011601332620579643 0.019105853351064826 -0.0031426298616278577 -0.016398772301419302 0.011883573164141762 0.01690179287924197 -0.0012338822011504747 0.0062940355141834978
leaf_weight=3.6385961621999767 3.0150258913636234 2.9058317616581899 491.41412391513586 3.6470331400632849 79.413206528872252 1338.4267910532653 4.5879418700933456 2.6208970695734024 8.7658726535737532 1.5089786052703846 8.3272040560841578 11.497164778411387 45.895668759942055 77.134490415453911 645.44858464598656 10.378524534404276 1.4217178709805072 1.7848020829260338 4.8958716988563538 17.047346111387014 2.405041590332984 2.3072429150342932
leaf_count=24 20 17 2946 24 490 7425 24 15 77 14 79 96 269 495 3608 70 12 19 37 144 21 16
internal_value=0.000132171 1.5649e-05 0.00142253 0.00110223 0.00124801 -0.000376971 -0.0130999 -0.00089618 0.00533283 0.000900441 0.00252327 -0.0023 -0.000315892 -0.00348543 -0.000119333 0.0126944 0.0104481 0.0124285 0.00432765 0.0153588 0.0116298 0.0167757
internal_weight=2768.49 2707.82 590.799 574.474 570.827 2117.02 10.1147 5.52673 60.669 32.5043 30.9953 20.263 2106.91 123.03 1983.88 16.3244 28.1648 25.1497 6.68067 18.4691 10.7322 12.6858
internal_count=15942 15423 3570 3460 3436 11853 56 32 519 287 273 173 11797 764 11033 110 232 212 56 156 100 86
is_linear=0
shrinkage=0.0149824
Tree=195
num_leaves=23
num_cat=0
split_feature=6 23 6 30 31 130 93 136 141 142 47 50 56 113 91 123 14 17 105 147 7 122
split_gain=10.515 9.40563 11.398 9.08045 9.93321 8.72245 7.65061 10.0813 9.40284 13.1335 8.68531 8.09102 7.20602 6.04177 5.28432 6.31395 4.39986 3.10741 2.58815 2.78845 1.63973 0.424901
threshold=1466.0889274047354 4.6333333333333337 1480.5941393258306 0.22257607926397738 0.12795348837209303 2.9500000000000006 22.050000000000004 2.7500000000000004 2.2740000000000005 -0.33899999999999991 2.5250000000000004 2.3450000000000002 1.9750000000000003 0.59050000000000014 -0.082916666666666639 0.89750000000000008 0.63333333333333341 1.0000000180025095e-35 0.18150000000000002 0.4574957770270271 12.46586428516753 1.6485000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 6 3 4 -3 13 7 21 10 -10 -8 -9 -7 -4 16 -16 -1 20 19 -18 -17 -2
right_child=1 2 5 -5 -6 12 8 11 9 -11 -12 -13 -14 -15 15 17 18 -19 -20 -21 -22 -23
leaf_value=-0.014809492713748469 0.019472571409877782 -0.0040477373745593914 0.0074645386609292919 0.017382510971247593 -0.032991568731567229 0.0031878174445085887 0.0020212075348173169 -0.00062185023604211843 -0.037493962921002856 -0.0028033227424067034 -0.023221771454357498 -0.022681481328385291 -0.025777983334570334 4.0549936080477123e-05 -0.011873061101503128 0.00094169827325781127 -0.016173422193736367 -0.0043140523566175849 0.019291389867973567 0.010065178095692087 0.014156692973218509 0.011579148407878539
leaf_weight=3.8955881521105749 5.0230195000767699 6.9719631969928724 103.3610494248569 2.3316459432244292 4.3050397410988808 4.0299896448850623 465.83436500281096 2072.2416096180677 3.1544837206602105 10.964841149747368 3.0798115879297248 3.7389418706297866 3.6960367858409882 32.294876992702484 2.7338249608874312 2.2802338302135494 1.6484147161245348 2.472864903509616 2.0552963092923164 2.0272496715188026 27.848861090838909 2.2020510658621788
leaf_count=23 30 44 685 21 27 32 2905 11498 19 72 13 35 29 209 16 13 10 16 14 19 196 16
internal_value=0.000130254 1.16028e-05 0.00357156 -0.00953225 -0.0150972 0.00481527 -0.000206179 -0.000600094 0.00149268 -0.0105538 0.00185541 -0.000661581 -0.0106691 0.00569715 0.00731656 0.00999745 -0.00252406 0.0118314 0.00582692 -0.001702 0.0131566 0.0170669
internal_weight=2768.19 2723.23 156.991 13.6086 11.277 143.382 2566.24 2083.21 483.034 14.1193 468.914 2075.98 7.72603 135.656 44.9623 35.3358 9.62655 32.602 5.73096 3.67566 30.1291 7.22507
internal_count=15942 15635 1047 92 71 955 14588 11579 3009 91 2918 11533 61 894 307 241 66 225 43 29 209 46
is_linear=0
shrinkage=0.0149824
Tree=196
num_leaves=25
num_cat=0
split_feature=136 147 130 52 56 94 132 35 93 35 121 30 110 110 121 11 130 110 110 128 121 107 90 121
split_gain=9.11102 9.99853 7.96482 7.75139 9.08208 12.2341 7.75491 7.49527 7.83081 9.7228 8.61696 8.18159 7.71093 7.08376 6.54291 8.30777 14.306 7.3757 12.9786 6.146 5.73958 4.88154 2.10493 1.71049
threshold=2.9500000000000006 0.40846280364372473 1.8165000000000002 2.4950000000000006 2.0050000000000003 13.050000000000002 0.7320000000000001 3.8850000000000002 12.900000000000002 3.8550000000000004 2.9500000000000006 0.17669683257918553 5.6500000000000012 3.1500000000000008 1.6835000000000002 0.30952380952380959 1.3875000000000002 17.850000000000005 15.450000000000001 0.3665000000000001 1.3165000000000002 0.68150000000000011 0.16458333333333333 1.8945000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 20 8 9 12 13 -11 -2 -10 17 16 -16 18 -9 -17 -3 -19 -8 -6
right_child=7 3 -4 4 23 -7 22 14 10 11 -12 -13 -14 -15 15 19 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0031692674585927175 -0.00062168441489219997 0.007798592791524072 -0.033817454199682365 0.010938557882716736 0.018525327971981951 -0.010258445743758372 0.01706324378886975 0.00048650764128569822 0.0040678279109651249 -0.0049839427843340126 -0.023292858786585168 -0.044970391308464731 -0.0038523276871459565 3.4241505348028939e-05 0.011168481708613466 0.0072019549904985287 -0.046470286053490774 0.00019370194566524355 -0.01312322010186931 -0.004465541258765489 -0.020423444349325665 0.0096513067377895969 0.0053172548660716298 0.0026437927677791396
leaf_weight=2.6913743764162055 698.93854627758265 4.5293458029627791 2.5405845493078232 9.5539681017398852 6.8020024150609952 16.965468980371952 23.39030330628157 192.48762631416321 105.73160144686699 2.5287720635533324 3.4720093086361876 2.1045147702097893 217.43157403171062 1291.9790881499648 2.0147950127720828 89.304032549262047 1.8579421788454054 20.851542308926582 17.128257617354393 11.43169619143009 2.5161591172218323 29.699344873428345 4.0121636614203444 1.9612201303243635
leaf_count=15 3785 23 15 62 46 110 139 1398 611 17 21 15 1057 7140 14 775 14 153 122 94 14 216 23 15
internal_value=3.27891e-05 0.00518468 -0.0147912 0.0066835 0.00174766 -0.00262195 0.0117389 -0.000110942 -0.000424565 -0.0014977 0.000280808 -0.0231466 -0.00138823 0.000339367 0.00188561 0.00505004 -0.0164838 0.000613242 -0.00062558 0.0058779 -0.00228037 0.00575018 0.0153434 0.014971
internal_weight=2761.92 74.9626 5.23196 69.7306 35.2827 26.5194 34.448 2686.96 2322.19 921.003 1401.18 4.63329 916.37 1397.71 364.775 104.608 3.87274 260.167 209.616 100.736 7.0455 50.5509 27.4025 8.76322
internal_count=15894 462 30 432 233 172 199 15432 12646 4874 7772 32 4842 7751 2786 897 28 1889 1520 869 37 369 162 61
is_linear=0
shrinkage=0.0149824
Tree=197
num_leaves=25
num_cat=0
split_feature=136 147 122 41 145 38 145 142 38 106 0 0 136 0 126 7 103 105 93 35 132 141 93 47
split_gain=8.86803 9.68397 10.1691 7.71086 8.23448 13.2589 11.8553 7.7236 7.18233 8.77929 6.77991 6.74158 6.59212 12.9114 10.2671 8.54492 7.85414 7.55583 7.41924 4.76298 4.20171 3.99995 1.23383 0.00882432
threshold=2.9500000000000006 0.40846280364372473 1.8920000000000001 2.2250000000000005 0.66575000000000006 0.23883344258234043 0.90605000000000013 2.4920000000000004 0.28225709731374288 0.59050000000000014 1591.9480795168668 1450.1705340607771 6.9500000000000011 1313.5959484689263 0.61250000000000016 37.627405453804279 0.5415000000000002 0.28350000000000003 12.900000000000002 3.0350000000000006 0.7320000000000001 1.0595000000000001 11.400000000000002 1.2750000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 7 6 -6 10 9 19 -5 -11 13 16 -15 18 -2 -17 -14 -3 -10 -7 -22 -9
right_child=3 8 -4 4 5 21 -8 23 20 11 -12 -13 15 14 -16 17 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.0076391687476890036 -0.00033114262943969181 -0.0087707039328221229 -0.03403793014776 0.0043107783092681323 -0.011515854762014896 0.017627041986100267 0.0048985622342547679 0.017287492179661929 0.0013727365072399484 0.015294179313179446 -0.00020608591984045427 -0.0063240715737790032 -0.0013232780803453914 -0.0084771924921861717 -0.00091726880881004818 0.01299460251195678 -0.031860140671507518 0.001155914948932782 0.00089243083567808992 0.012945067302638098 0.011477293146995738 -0.0071212435407051839 0.019464880345303866 0.018459724377115707
leaf_weight=2.4798411130905142 2.7444815486669532 2.5878148376941708 2.7956684082746506 182.09483692422509 33.080304451286793 7.6029686108231527 14.081259220838545 5.8551216572523108 5.2327972128987339 3.836138084530833 126.35813731327653 20.767748720943928 580.29547539353371 42.416608564555645 817.76944202929735 21.480612091720104 5.0130843818187714 27.715211898088455 816.60612639039755 18.298770852386951 6.8268363997340229 1.8161391466856001 11.922214612364767 1.9229004457592962
leaf_count=14 15 14 16 1474 260 63 117 52 27 23 985 134 3044 202 4374 143 26 155 4494 122 40 15 72 13
internal_value=3.2369e-05 0.00512259 -0.014447 -0.00010924 0.0018904 -0.00337368 -0.00661492 0.00283226 0.00660865 0.00311089 0.00246044 -0.00295343 -0.000431399 -0.00146359 -0.00129006 0.000188121 -0.0207058 0.0063251 -2.80104e-05 0.0102545 0.0132434 0.0128552 0.0165565 0.0175774
internal_weight=2761.6 74.7478 5.27551 2686.85 372.812 56.5807 47.1616 316.231 69.4723 45.4905 308.453 24.6039 2314.04 867.944 860.186 1446.1 7.75757 49.1958 1396.9 20.8866 23.9818 9.41911 18.7491 7.77802
internal_count=15894 462 30 15432 2979 455 377 2524 432 293 2459 157 12453 4617 4576 7836 41 298 7538 136 139 78 112 65
is_linear=0
shrinkage=0.0149824
Tree=198
num_leaves=24
num_cat=0
split_feature=35 144 149 78 141 79 26 96 23 94 85 54 104 118 124 121 144 54 23 112 38 35 27
split_gain=7.14822 6.91908 12.1256 6.85126 6.68056 9.83958 8.89444 10.607 7.84067 9.99368 9.439 8.20169 7.41869 8.33754 7.08423 6.53116 6.506 6.17059 5.6762 5.66391 5.25184 5.04959 3.98718
threshold=5.5250000000000012 0.010650000000000001 0.49947595138573098 0.30952380952380959 -0.66199999999999992 2.5152597294757348 0.6041428571428572 4.5000000000000009 3.8452380952380958 14.550000000000002 0.48588235294117649 1.5950000000000004 0.66750000000000009 0.90000000000000013 2.2250000000000005 0.88200000000000012 0.016950000000000003 1.4150000000000003 3.8452380952380958 0.31850000000000006 0.13844125736711846 9.1000000000000014 0.57527777777777789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 12 14 -8 9 16 17 -11 13 -1 -7 -14 -6 -10 21 22 -21 -4 -5
right_child=1 2 18 19 8 6 7 -9 10 11 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0046326539057391777 -0.022313138830876222 -0.030292062649993616 0.017131612788730283 0.012122370056501684 -0.0014280484437856123 -0.0014434474697430318 -0.0041041254903891261 -0.031675357925246075 0.0018184368771534704 0.00088977543558754367 -0.028533912692545581 0.017067834185920172 -0.0026645840518260962 -0.006777286120357111 -0.0084096991310736308 0.019779331857611108 0.0072574627937890329 0.0075612701629876704 -0.016348597576350342 -0.01300666114829159 0.004597533816138452 -0.0098125570637888331 -0.0052250064435114367
leaf_weight=49.093614682555199 1.8568549379706372 3.350623093545436 5.3084020763635618 35.723689626902342 833.6138159930706 481.05158581584692 8.5097574070095998 4.9564123898744574 210.49953699111938 935.96656528487802 2.1530487388372412 7.0873999968171111 4.1118438690900794 20.328523755073547 35.163732506334782 9.9607158154249174 19.819351591169834 52.466839767992496 2.634404368698597 4.4098174497485152 27.688954308629036 2.2118344530463219 3.2442065402865401
leaf_count=224 14 22 51 351 4561 2756 46 30 1221 5238 14 68 19 99 228 50 118 440 23 37 237 22 25
internal_value=3.19504e-05 0.00427272 -0.00557777 0.00609701 -0.000105079 -0.00147802 -0.00223155 -0.0142521 0.000303271 -5.16761e-05 0.00270844 0.00101136 0.00330227 0.00129154 -0.00191798 0.0132215 -0.00122634 0.00296424 0.00257701 0.00683933 0.00217901 0.00920685 0.0106781
internal_weight=2761.21 86.4288 13.5053 72.9235 2674.78 613.176 529.681 13.4662 2061.61 1796.49 265.119 943.054 83.4947 69.4221 516.215 14.0726 853.433 262.966 10.1546 71.0667 32.0988 7.52024 38.9679
internal_count=15894 782 118 664 15112 3452 3060 76 11660 9985 1675 5306 392 323 2984 69 4679 1661 96 650 274 73 376
is_linear=0
shrinkage=0.0149824
Tree=199
num_leaves=25
num_cat=0
split_feature=136 147 52 94 55 130 136 95 9 92 110 115 94 98 141 80 147 84 39 35 39 9 18 147
split_gain=8.60868 9.38607 7.50293 7.73882 8.81988 7.27045 7.08639 9.7495 11.7857 9.6167 9.05825 10.7512 9.83978 6.41778 6.89209 12.7832 12.3145 6.80558 7.40098 6.52307 3.67456 4.49893 2.60153 2.08515
threshold=2.9500000000000006 0.40846280364372473 2.4950000000000006 9.9000000000000021 1.4450000000000001 1.8165000000000002 7.7500000000000009 8.25 0.17142857142857143 0.49833333333333335 7.8500000000000005 1.2915000000000003 14.550000000000002 0.70294117647058829 -0.59749999999999981 0.082854864177878171 0.50251415814105915 0.075803571428571415 0.24141875060980914 3.1250000000000004 0.29071232458821722 1.5166666666666668 1.0000000180025095e-35 0.41641356115479727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 20 22 -5 -1 7 10 -9 -10 12 -12 -2 17 15 -15 -16 19 -19 -8 21 -3 -4 -22
right_child=6 2 3 4 -6 -7 13 8 9 -11 11 -13 -14 14 16 -17 -18 18 -20 -21 23 -23 -24 -25
leaf_value=0.0031659971368026172 -0.001392331660829058 0.011337135156441388 0.00067936568059386417 0.011862706632150241 -0.0077207878265882724 -0.031884826334411136 0.0003599898728669106 -0.033809506437617376 0.0040760271358889653 -0.010673860114989778 -0.0041537384724165318 0.00018875099020478352 0.0023926266614810693 -0.0064810143276969471 0.00095511402389161792 0.0028506246958028641 -0.015621986379056711 -0.034475940829079316 0.0024518879879312991 0.003199010367354883 0.0027907554670397782 -0.0068869895277163338 0.018703406614161366 0.01757989299571092
leaf_weight=2.6916370242834082 460.09902323037386 9.9616655781865102 2.489181809127329 7.0705071166157749 19.127870164811611 2.6227942705154419 374.65484866499901 1.9670362249016751 148.40390457212925 10.633170828223227 375.77453864365816 194.07848134636879 231.88284786045551 96.85955572873354 374.26284946873784 49.943292856216431 10.336972512304781 2.4386567249894133 2.4343930333852768 352.67827021330595 2.4431282281875637 4.3766513243317595 6.4696583822369576 17.248638823628426
leaf_count=15 2679 56 16 51 123 15 1968 12 912 62 2039 1114 1330 537 2005 240 59 15 16 2444 12 25 43 106
internal_value=3.15366e-05 0.00505526 0.00652912 0.00167503 -0.00243552 -0.0141325 -0.000107784 -0.000832942 0.00263904 0.00308985 -0.00127595 -0.00267479 -0.000123994 0.000708753 -0.000544595 -0.00330633 0.000509567 0.00161838 -0.0160283 0.00173661 0.011544 0.00577437 0.0136955 0.015745
internal_weight=2760.95 74.5017 69.1873 35.1572 26.1984 5.31443 2686.45 1422.84 161.004 159.037 1261.83 569.853 691.982 1263.61 531.403 146.803 384.6 732.206 4.87305 727.333 34.0301 14.3383 8.95884 19.6918
internal_count=15894 462 432 233 174 30 15432 8148 986 974 7162 3153 4009 7284 2841 777 2064 4443 31 4412 199 81 59 118
is_linear=0
shrinkage=0.0149824
Tree=200
num_leaves=24
num_cat=0
split_feature=136 147 122 35 126 102 141 126 14 117 128 104 104 126 31 107 42 27 49 142 26 98 34
split_gain=8.37883 9.09441 9.38512 6.97307 7.47493 8.59505 6.58308 10.628 10.3495 6.57734 11.4829 6.88374 7.8087 7.05644 6.16208 5.48706 11.4085 10.392 6.52996 3.97788 7.84852 3.23752 1.3898
threshold=2.9500000000000006 0.40846280364372473 1.8920000000000001 3.8850000000000002 0.38750000000000007 0.74950000000000017 -0.66199999999999992 2.2110000000000007 0.36666666666666675 1.0000000180025095e-35 0.55000000000000016 0.34450000000000003 0.85050000000000014 1.3165000000000002 0.042705167173252255 0.52250000000000008 3.9250000000000003 0.43154761904761901 2.8550000000000004 -0.40249999999999997 0.50316666666666687 0.23611111111111113 2.6150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 7 -6 -8 10 21 13 -13 -11 -2 19 18 -18 -17 20 -3 -5 -21
right_child=3 15 -4 9 6 -7 8 -9 -10 11 -12 12 -14 -15 -16 16 17 -19 -20 22 -22 -23 -24
leaf_value=0.0075842662014413281 -0.0066670384880404996 -0.014680904167641602 -0.032199096571215252 1.4777918771435335e-06 -0.0013325200235444294 0.0038044367554616971 0.0094659890855446106 -0.011406502264115881 -4.0591323801564424e-05 0.007407063649119903 -0.015360583476450874 -0.0046212978130348754 0.0019748653515727333 0.0010362510756935209 -0.031360463112554061 0.0039142277057059695 0.011857496747074365 -0.012177204417555602 0.018664369542382098 0.018983994319927484 0.01900669389175819 0.01417301533552753 0.0065840317662793453
leaf_weight=2.4747436195611945 4.2052482366561872 3.0046817883849171 2.8801664412021637 4.3035930544138017 511.18527448177338 5.4386127591133109 26.089885763823986 24.640964858233929 1746.3947241455317 60.818598162382841 3.9731019362807265 73.247070081532001 89.526496179401875 108.9161855392158 4.9252922981977463 17.072024129331115 5.7029754072427776 13.832977481186388 11.129166647791861 12.559209890663622 3.2118529602885246 22.734380096197128 2.4199411943554869
leaf_count=14 19 18 16 38 2746 26 133 151 9548 469 27 507 668 911 23 111 35 88 61 82 21 166 16
internal_value=3.11271e-05 0.00499466 -0.0138135 -0.000106131 -0.000408097 -0.011106 -0.000340575 -0.00179579 9.93398e-05 0.00182342 0.00842253 0.00120796 -0.000993366 0.00331901 -0.0199875 0.00645574 0.00363908 -0.00516094 0.00973516 0.0127994 0.00272423 0.0119174 0.0169807
internal_weight=2760.69 74.2877 5.35491 2686.4 2322.88 14.5692 2308.31 535.826 1772.48 363.519 31.0111 332.508 162.774 169.735 9.13054 68.9328 47.7371 19.536 28.2012 21.1957 6.21653 27.038 14.9792
internal_count=15894 462 30 15432 12646 68 12578 2897 9681 2786 231 2555 1175 1380 42 432 295 123 172 137 39 204 98
is_linear=0
shrinkage=0.0149824
Tree=201
num_leaves=21
num_cat=0
split_feature=86 1 30 136 147 141 36 8 136 95 92 144 144 3 37 10 92 126 29 4
split_gain=12.2925 9.15671 9.22522 9.10906 9.49806 9.07436 7.31451 7.15891 6.44886 9.66531 13.1597 9.53806 8.12346 7.98378 5.47311 4.36832 3.69997 3.5236 3.47385 0.511428
threshold=3.4428104575163405 1415.1024834344146 0.21286446020488572 2.8500000000000001 0.41111655002225012 2.4385000000000003 4.7650000000000006 1.1083333333333336 7.7500000000000009 8.25 0.49833333333333335 0.021350000000000004 0.0054500000000000009 1323.8751103931506 0.72419286594152366 0.62142857142857155 -0.48374999999999996 1.0500000000000003 3.5857142857142863 1457.6786552462374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 15 7 -2 9 13 -11 12 -10 -5 17 -3 -17 -6 -13 -4
right_child=1 5 19 8 14 -7 -8 -9 11 10 -12 18 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.017789446164371798 -0.021117436641380462 -0.0056304445669686318 0.017380827577452344 -0.0092075655350378292 0.0025694680303676365 -0.024704282186302454 -0.037807723444310888 0.017699402392008547 0.00078494242941322336 0.0036933516118003362 -0.013660411368765323 0.002016388865371119 -0.0035634295649737543 -0.0011782164501005518 -0.012924171722349057 0.0016006787698238832 0.01303090035283818 0.013520099305064164 0.016768125284932541 0.0055874048326977179
leaf_weight=3.1938728094100943 2.6058105602860433 3.6939703375101081 2.2716064304113393 28.439483568072319 8.9162676855921728 1.7395448088645924 2.3827620297670364 1.805434852838516 1114.2188148833811 149.22981082648039 10.498980857431887 5.3219207972288158 105.57620752230287 1231.8641508035362 2.358789697289466 7.5159872099757186 41.224045518785715 25.344777420163155 10.968826554715632 1.2965449690818784
leaf_count=18 18 26 20 150 56 13 17 15 6337 903 58 38 608 6909 16 65 380 166 68 13
internal_value=3.07194e-05 0.00649269 -0.00641114 -0.000123968 0.00698932 0.0089609 -0.0166559 -0.00523046 -0.000230593 -0.000919362 0.00255269 0.000560675 0.00040858 -0.0013594 0.00915046 0.0100778 0.0112683 0.0106703 0.011949 0.0130956
internal_weight=2760.47 64.5357 10.3622 2695.93 39.8137 54.1735 6.79401 4.41125 2656.12 1420.03 159.729 1236.09 1219.8 1260.3 36.6198 52.434 48.74 34.261 16.2907 3.56815
internal_count=15894 567 83 15327 256 484 50 33 15071 8020 961 7051 6945 7059 238 471 445 222 106 33
is_linear=0
shrinkage=0.0149824
Tree=202
num_leaves=19
num_cat=0
split_feature=86 6 136 85 141 131 35 136 86 98 55 143 37 114 31 90 29 143
split_gain=11.9908 9.71554 8.87559 10.8522 8.44752 7.75592 6.5877 6.84554 8.54863 7.75845 6.58099 6.45223 5.79043 5.69274 3.96272 3.47458 6.40582 2.42494
threshold=3.4428104575163405 1479.3627524337348 2.8500000000000001 -0.20102564102564102 2.4385000000000003 1.3875000000000002 5.5250000000000012 7.0500000000000007 2.7470930232558142 0.71825396825396837 1.4950000000000003 1.4620000000000004 0.72419286594152366 0.29150000000000004 0.18874521704710381 -0.15291666666666662 3.4722222222222228 1.2585000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 15 -2 7 8 -4 -9 13 -12 14 -8 -5 16 -3 -17
right_child=1 4 6 12 -6 -7 10 9 -10 -11 11 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.020439990387024102 -0.02740909934418809 -0.0049655143423077011 -0.0016484693717235396 0.0074125537070752236 -0.023950823410855738 0.0066860023459239092 -0.016035680336480004 0.0013365388134837354 0.0017883993660061759 -0.0010378167125028029 0.0023589753570313673 -0.018037726022906611 -0.014003762099796304 0.01173387451551397 0.018584468749039049 0.013715154997870353 0.010913667931020785 -0.0024166289886412571
leaf_weight=3.0084324404597274 3.2461714372038832 9.0179139077663404 1088.5198651626706 24.275332093238831 1.7671735212206829 2.7803989425301552 1.7710298001766229 790.65643425285816 190.95343270897865 507.01747807115316 47.915165558457375 3.7541218623518935 2.2720152735710135 25.751778248697519 10.088832288980482 29.634211953729398 15.512133002281187 2.2505396902561179
leaf_count=18 23 70 5877 154 13 25 15 4628 1209 2643 396 31 15 272 69 281 135 20
internal_value=3.03154e-05 0.00642911 -0.000122081 0.00691464 0.00830479 -0.0116791 -0.000227101 -0.000357891 -0.00113554 0.000408848 0.00402922 0.000877009 0.00916092 0.00994695 0.0106925 0.0093152 0.00507605 0.0125765
internal_weight=2760.19 64.2085 2695.98 39.6446 58.182 6.02657 2656.34 2577.15 1279.47 1297.67 79.1921 51.6693 36.6362 27.5228 34.3642 56.4148 24.53 31.8848
internal_count=15894 567 15327 256 519 48 15071 14357 7086 7271 714 427 238 287 223 506 205 301
is_linear=0
shrinkage=0.0149824
Tree=203
num_leaves=21
num_cat=0
split_feature=36 131 6 7 117 130 120 5 142 55 1 36 49 93 107 148 130 78 119 115
split_gain=8.15766 7.2345 8.99047 9.99938 10.6341 8.93157 14.2012 11.8072 11.6789 10.1989 9.40399 8.43678 8.29671 7.03994 6.38174 5.97208 6.25412 7.83596 4.64974 2.13811
threshold=12.275000000000002 1.5635000000000001 1511.0755344436257 -18.705155615690497 1.0000000180025095e-35 1.5855000000000004 1.3165000000000002 1527.3353642275135 0.045500000000000006 1.6850000000000003 1457.2650610869002 9.1150000000000002 4.3150000000000004 20.550000000000004 1.0000000180025095e-35 0.27064914705796966 3.4720000000000004 1.9309523809523812 0.22500000000000003 1.9285000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 -1 9 -7 -10 -8 13 -4 -5 16 18 -18 -2 -20
right_child=15 2 12 14 -6 8 11 -9 10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21
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leaf_weight=834.83400615304708 2.1625457406044069 11.804243534803389 132.91515447944403 43.373557321727276 64.370393499732018 299.13320852816105 287.4570327103138 6.9590674936771384 96.189730726182461 126.63062308728695 524.47140549123287 2.9587001129984847 2.8730335235595694 28.982956729829311 269.14755163341761 3.4604880660772315 1.8783793896436685 1.38617293164134 24.735409542918209 1.3319765217602242
leaf_count=4229 19 67 872 237 384 1830 1602 36 608 641 3136 21 12 198 1734 24 17 17 238 13
internal_value=-8.55211e-05 -0.000177537 0.00135208 0.000108821 -0.00475858 -0.000566126 0.000356113 -0.000629456 -0.00156397 -0.00347501 -0.00025302 0.00321286 0.00428494 0.0047328 0.00129521 0.00710646 0.00915923 -0.0104739 0.0114296 0.013181
internal_weight=2767.06 2732.1 553.467 388.696 76.1746 2178.63 1132.21 841.793 1046.42 425.764 620.661 290.416 164.771 161.898 312.521 34.955 31.4945 3.26455 28.2299 26.0674
internal_count=15935 15607 3504 2422 451 12103 5888 4265 6215 2471 3744 1623 1082 1070 1971 328 304 34 270 251
is_linear=0
shrinkage=0.0149824
Tree=204
num_leaves=25
num_cat=0
split_feature=35 142 0 1 31 31 131 134 125 134 28 81 31 55 28 116 55 144 11 145 11 122 138 52
split_gain=9.18895 6.7728 13.161 12.3842 8.62146 10.3158 9.06191 7.70456 10.1085 6.71093 14.0488 7.26538 6.39964 5.80309 7.36837 6.31856 5.10911 6.0313 4.09275 3.94226 10.1553 3.66991 2.2061 0.00303171
threshold=5.4050000000000011 0.11550000000000002 1780.3174654485902 1442.1590552983942 0.2136337233424612 0.25108695652173912 1.2930000000000004 0.49450000000000005 2.1000000000000005 -0.48049999999999993 3.5857142857142863 0.35000000000000003 0.091256072172102715 1.5050000000000001 6.6833333333333345 -0.58349999999999991 2.3350000000000004 0.021950000000000001 1.4476190476190478 0.44135000000000008 2.0333333333333337 3.4585000000000004 1.5000000000000002 4.2550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -6 -1 12 -9 10 -5 -11 -3 15 16 18 17 -15 -2 21 -21 -17 -16 -24
right_child=13 3 -4 9 5 -7 -8 8 -10 11 -12 -13 -14 14 22 19 -18 -19 -20 20 -22 -23 23 -25
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leaf_weight=656.06606972962618 1.7166800126433366 12.969608187675474 2.8793402165174475 33.931429527699947 73.986904941499233 100.17098797857761 558.25777924060822 13.68252105265856 4.8725364729762068 1004.8952318206429 96.354030184447765 3.7554481178522101 113.09364587813616 44.315048713237047 1.467184416949747 23.503159578889615 3.1975553259253493 2.4503133296966544 1.5516752228140829 2.3454654142260547 1.5218468680977819 2.0331702232360831 5.8894586563110352 1.9926036819815633
leaf_count=3431 15 66 19 201 441 708 3179 81 32 5697 555 23 666 363 13 248 25 19 16 22 17 22 53 23
internal_value=-8.41899e-05 -0.0002443 -0.000968398 0.000540615 -0.000902041 0.00221539 -0.00134914 0.00467058 -0.00434319 1.62063e-05 -0.00318376 0.000429539 0.0059973 0.00457184 0.00177884 0.00964219 -0.000505492 -0.00175828 -0.0101201 0.0118389 -0.00225815 0.0139738 0.0139864 0.0171264
internal_weight=2766.9 2674.92 1391.36 1283.55 1388.48 174.158 1214.32 144.618 18.5551 1138.94 130.285 1008.65 126.063 91.9842 59.3122 32.672 49.9629 46.7654 3.26836 29.4036 3.86731 25.5363 9.34925 7.88206
internal_count=15935 15099 7778 7321 7759 1149 6610 845 113 6476 756 5720 732 836 496 340 407 382 31 309 39 270 89 76
is_linear=0
shrinkage=0.0149824
Tree=205
num_leaves=21
num_cat=0
split_feature=86 28 150 40 9 40 44 149 133 99 4 141 107 3 96 141 144 137 92 141
split_gain=9.87689 7.43213 14.8087 6.59823 9.77731 10.152 7.0875 6.93525 10.1574 6.43598 5.68971 5.94319 7.97525 6.64578 4.81284 4.95051 3.42794 2.70257 0.917147 0.364056
threshold=3.4023809523809527 7.5277777777777786 0.483516332634852 4.6950000000000012 3.2761904761904765 5.1550000000000011 11.025000000000002 0.61434823896303536 1.1550000000000002 0.53589743589743599 1390.7168185382104 1.4750000000000003 0.77250000000000008 1531.0743953128901 3.5000000000000004 -1.7929999999999999 -0.00024999999999999995 20.950000000000003 -0.0074999999999999485 2.1355000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 6 -6 -5 9 -9 -1 -2 14 19 -14 15 -12 -16 18 -4 -13
right_child=10 2 17 4 5 -7 -8 8 -10 -11 11 12 13 -15 16 -17 -18 -19 -20 -21
leaf_value=0.00081849232610073386 -0.014213802011621956 -0.027467800180135674 0.0089142194052235727 0.0051995992392284375 -0.050232021347421073 -0.0024855401537758333 -0.010166782108176635 -0.0051143499912152069 0.0034344275353606229 -0.0011054335740432494 -0.01881004961074426 0.0068054997025989621 0.0019382610519857527 -0.035428969637761785 0.0044841705230447013 0.0055218868836980342 0.016247431727375177 -0.0020930327889449132 0.018138430216185341 0.017325802515283317
leaf_weight=495.52746647596359 3.2028061375021926 2.1931071579456356 3.0597008392214802 100.30521233379841 1.4977822527289379 3.0052838176488876 7.2228478193283072 37.286113321781158 191.09621884673834 1837.9966749995947 1.9820897504687298 1.3907249048352235 1.8664797469973562 2.4985389485955238 8.0412783175706881 35.385304857045412 18.027700409293175 2.0670505315065375 11.567098341882227 1.5742037147283552
leaf_count=2789 24 12 22 617 10 31 45 257 1496 9906 14 14 15 18 73 294 179 13 92 14
internal_value=-8.28678e-05 -0.00023123 0.0091342 -0.000297382 0.00326165 -0.0183669 0.00416741 -0.000453017 0.00203874 -0.000696885 0.00531822 0.00620222 -0.00657086 -0.0194508 0.00767813 0.00423123 0.0126189 0.0139427 0.0162089 0.0123913
internal_weight=2766.79 2692.82 18.887 2673.94 112.031 4.50307 107.528 2561.91 228.382 2333.52 73.9691 70.7663 7.32995 4.36502 63.4364 37.3674 26.069 16.6938 14.6268 2.96493
internal_count=15935 15290 139 15151 703 41 662 14448 1753 12695 645 621 61 33 560 308 252 127 114 28
is_linear=0
shrinkage=0.0149824
Tree=206
num_leaves=24
num_cat=0
split_feature=86 36 26 136 55 4 137 44 24 34 111 30 130 134 1 106 38 79 137 4 45 115 47
split_gain=9.62304 7.60049 8.16406 7.32086 7.85212 10.258 8.01532 7.60338 11.7679 6.88998 6.75564 8.46083 6.22192 9.40698 5.35212 8.78867 7.21803 5.19117 5.08151 4.69568 4.2175 3.34963 0.024441
threshold=3.4023809523809527 12.275000000000002 0.43788888888888883 7.0500000000000007 2.0350000000000006 1583.1283266044481 9.4500000000000011 11.950000000000001 0.55000000000000016 3.9850000000000008 11.65 0.19702499447024993 3.4720000000000004 -0.1055 1456.3419033067532 0.40950000000000003 0.26722514168236938 2.8207024029574863 7.8500000000000005 1486.7511861224041 1.1150000000000004 1.9285000000000003 1.6150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 9 -9 -5 14 18 21 -14 15 16 -2 -17 -12 22 -21 -4 -16
right_child=10 2 12 7 5 -7 -8 8 -10 -11 11 -13 13 -15 19 17 -18 -19 -20 20 -22 -23 -24
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leaf_weight=988.842573992908 2.9112590923905399 1.1493359804153431 27.082089930772788 1229.0726782381535 57.497142538428307 13.902694262564181 269.65167867392302 12.607339911162855 3.6090292856097212 84.765909135341644 1.7698627486824978 2.3462364450097084 1.6838634982705118 1.4226954877376545 9.0324323177337629 2.2977745756506911 2.067536972463131 10.668585456907747 2.3860981985926628 28.865046314895153 8.4220001623034459 1.635622452944516 2.898390904068946
leaf_count=5593 19 7 255 6888 257 62 1536 78 25 541 14 16 15 17 89 18 15 94 20 283 58 16 19
internal_value=-8.15826e-05 -0.000227728 0.00692124 -0.000316349 -0.0011024 -0.00593569 -0.000828187 0.000469609 -0.00972671 0.000595459 0.00526093 -0.00932107 0.008338 -0.0118038 0.00667265 -0.000331678 -0.0172522 0.00616546 0.00352021 0.00922647 0.00660873 0.0105169 0.0174076
internal_weight=2766.59 2692.92 32.9736 2659.95 1329.89 71.3998 1258.49 1330.05 16.2164 1313.84 73.6652 6.5022 31.8243 3.10656 67.163 17.9452 4.9788 12.9664 4.15596 49.2179 37.287 28.7177 11.9308
internal_count=15935 15290 310 14980 7448 319 7129 7532 103 7429 645 50 303 32 595 146 34 112 34 449 341 271 108
is_linear=0
shrinkage=0.0149824
Tree=207
num_leaves=30
num_cat=0
split_feature=86 35 149 56 148 135 38 5 27 141 26 44 6 90 132 93 131 18 44 38 31 28 27 111 28 26 103 132 77
split_gain=9.42891 9.03078 9.79733 9.1406 14.6492 10.1412 8.83115 8.59498 10.0206 8.04 15.685 7.81901 7.39167 6.70121 7.10777 8.0389 7.03786 11.0036 6.68133 18.7746 10.5592 10.0572 9.67844 7.04001 6.64663 6.17662 5.90693 5.93807 5.51875
threshold=2.7703296703296707 3.2250000000000005 0.61434823896303536 1.9550000000000003 0.28438798652351177 0.16900000000000004 0.25586279709042264 1518.8940943073146 0.69625000000000015 0.79300000000000015 0.46527777777777785 8.8250000000000011 1467.4855884617803 0.021249999999999953 0.78900000000000015 20.550000000000004 1.8165000000000002 1.5000000000000002 9.7250000000000032 0.26460418551947495 0.064665471923536402 5.1833333333333345 0.60183333333333344 6.7500000000000009 5.1833333333333345 0.43211111111111117 2.4140000000000001 1.6460000000000001 0.57738095238095244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -3 24 -11 13 -9 14 15 -2 28 -18 19 21 -20 -13 -22 -21 -4 -16 27 -8 -15
right_child=11 6 9 4 -6 -7 26 12 -10 10 -12 18 -14 16 25 -17 17 -19 20 23 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0019538189390066771 -0.0074646340300459453 0.0013722050798551102 0.0095994725941222978 -0.0043870046690643169 -0.032562039223302953 0.00085512030285687349 0.0031425443960493458 -0.020415210341368329 -0.031923911120901045 -0.041747913718090647 0.0011600974753196917 -0.0074846010254650463 -0.0019362098741425077 -9.4886208687930136e-05 -0.005068262977318938 0.012616825703238067 -0.01900707018880821 0.0091808034543076657 -0.028804770250216133 0.011990768113818141 0.003763546824499813 -0.026952946037353927 -0.016683990085025861 -0.0080348780164068555 -0.0079973409572660376 0.0040362075696208331 -0.021737424785696707 0.011225062106075058 0.0094124450379574343
leaf_weight=898.59808574616909 29.945787660777569 513.95292579382658 43.099117092788219 112.4763640165329 4.3007111102342597 424.95287942886353 75.392694003880024 4.979887254536151 2.0369611233472815 2.1882021874189403 15.169489689171312 20.030021540820602 200.13814917206764 16.678423762321472 18.953525304794312 5.2608336806297293 5.9453998580574972 6.5152590721845627 2.5150323510169974 13.193577580153944 75.927922591567039 8.4772189855575544 5.5779003724455825 5.6187710240483275 5.4247676432132712 142.34755888581276 1.8420276567339886 27.974965933710337 76.880069777369499
leaf_count=4324 175 3395 278 650 24 2069 546 35 12 12 97 134 1300 113 110 39 41 49 16 86 513 53 42 38 31 980 12 219 542
internal_value=-8.03087e-05 -0.00045755 -0.00114805 -0.00140648 -0.00542465 -0.00105195 0.000801083 0.000209462 0.00124076 0.00450185 -0.00424917 0.00194779 -0.00238485 0.00327304 0.00163517 -0.00446391 0.00630884 -0.00426859 -0.00110475 -0.00560758 0.0014312 -0.0132739 0.0023642 0.00600961 0.00763222 0.0029664 0.00485606 0.00532996 0.0077176
internal_weight=2766.39 2332.53 1506.21 1440.33 116.777 1323.55 826.318 721.108 515.99 65.8816 17.3577 433.867 205.118 302.527 196.508 35.2066 106.019 12.4607 131.34 47.3196 84.0209 28.5072 81.5058 18.8123 48.5239 161.301 105.21 103.368 93.5585
internal_count=15935 13004 7485 7067 674 6393 5519 4742 3407 418 109 2931 1335 2049 1304 214 745 90 882 311 571 187 555 124 309 1090 777 765 655
is_linear=0
shrinkage=0.0149824
Tree=208
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num_cat=0
split_feature=86 111 8 0 40 9 34 110 96 99 1 106 9 40 79 122 121 49 54 34 54
split_gain=9.27997 6.52426 6.29631 6.25743 6.16179 9.47796 9.69156 6.10293 5.73888 5.88084 5.24491 8.41998 6.72398 5.14182 5.05085 4.70206 6.73408 4.01189 0.620763 0.00823022 0.00724325
threshold=3.4023809523809527 11.65 4.366666666666668 1519.1624553270956 4.6950000000000012 3.2761904761904765 5.7250000000000005 11.950000000000001 9.5000000000000018 0.53589743589743599 1456.3419033067532 0.40950000000000003 1.5166666666666668 4.955000000000001 2.8207024029574863 2.2425000000000002 1.3875000000000002 2.7350000000000008 1.5750000000000004 1.3150000000000002 1.4150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 -3 8 13 -7 -5 9 -1 11 12 -2 -6 -13 17 -17 -12 19 -4 -10
right_child=1 3 18 7 5 6 -8 -9 20 -11 15 14 -14 -15 -16 16 -18 -19 -20 -21 -22
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leaf_weight=616.93997246026993 2.0968975126743343 2.2180411964654914 2.0300914347171775 2.5222035571932793 23.534115314483643 1.8689892590045918 2.6651247814297676 1.7997119128704069 2.1899521350860591 1954.7432048246264 31.519668865948915 2.315663941204547 2.9348504915833473 83.620909199118614 10.56364633888006 5.1698538064956656 2.751678504049778 9.3399839699268323 1.4945971071720121 2.2041457742452621 1.566638186573982
leaf_count=3869 16 17 17 18 134 12 29 15 14 10645 313 18 18 528 94 48 24 64 14 14 14
internal_value=-7.90234e-05 0.00518329 -0.000222132 -0.00909726 -0.000255583 0.00318958 -0.0180278 -0.019596 -0.000404989 -0.00043202 0.00658367 -0.000350239 -0.0167849 0.00408737 0.00607056 0.0091296 -0.00143472 0.0111777 0.015468 0.0183981 0.0180996
internal_weight=2766.09 73.2322 2692.86 6.53996 2687.13 111.689 4.53411 4.32192 2575.44 2571.68 66.6922 17.9111 5.03175 107.155 12.8793 48.7812 7.92153 40.8597 5.72883 4.23424 3.75659
internal_count=15935 645 15290 50 15245 703 41 33 14542 14514 595 146 34 662 112 449 72 377 45 31 28
is_linear=0
shrinkage=0.0149824
Tree=209
num_leaves=28
num_cat=0
split_feature=86 89 86 135 132 23 35 106 24 89 26 48 135 48 22 35 116 151 24 122 151 123 123 86 46 26 5
split_gain=9.07754 9.25692 16.3368 10.2949 10.971 9.76066 8.6596 8.22916 12.0636 7.89261 7.4737 5.07217 11.4671 9.46334 9.25698 8.92009 8.17216 6.55372 4.60465 7.31977 4.41014 5.15969 5.59843 4.71819 5.74764 3.71666 1.39969
threshold=2.7703296703296707 1.0000000180025095e-35 1.1250000000000002 0.16900000000000004 1.0500000000000003 1.4500000000000002 6.3250000000000011 0.95450000000000013 0.4642857142857143 0.17000000000000001 0.30266666666666669 2.0850000000000004 0.094500000000000015 1.7650000000000003 0.61250000000000016 2.9950000000000006 -0.83349999999999991 0.97700000000000009 0.73214285714285732 1.9485000000000003 0.84100000000000008 0.55300000000000016 1.8920000000000001 3.2462121212121215 3.1650000000000005 0.62236111111111125 1506.3419357025082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 26 5 -5 -4 7 10 -9 20 -1 13 17 14 -11 -15 -14 -13 25 -20 23 -22 -23 -2 -25 -8 -3
right_child=9 2 3 4 -6 -7 18 8 -10 11 -12 12 16 15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 -28
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leaf_weight=3.4878428876399985 2.3533040732145301 3.3942240923643094 37.099224351346493 74.430478736758232 101.37030977755785 380.8237159922719 27.169186379760507 19.431963458657265 61.769972033798695 167.21724954247475 1610.5634278729558 4.6004514396190634 5.2264072075486174 5.472464755177497 23.343606770038605 104.79950889199972 28.881441697478294 46.02594418078661 2.529733568429946 3.805367786437273 2.3916580975055686 34.849336083978415 4.321306698024272 1.9401980340480807 1.6429664269089697 2.3374780267477027 4.6886188387870789
leaf_count=18 16 14 179 358 511 1869 284 108 350 980 9207 35 41 33 138 693 222 396 23 42 16 297 34 18 12 22 19
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internal_weight=2765.97 2332.9 601.807 593.724 175.801 417.923 1731.09 1695.25 81.2019 433.066 1614.05 385.567 84.7342 300.833 190.561 110.272 34.1078 50.6264 35.8418 6.3351 47.4988 41.5623 39.1706 5.93647 3.58316 29.5067 8.08284
internal_count=15935 13004 2950 2917 869 2048 10054 9683 458 2931 9225 2538 694 1844 1118 726 263 431 371 65 393 347 331 46 30 306 33
is_linear=0
shrinkage=0.0149824
Tree=210
num_leaves=20
num_cat=0
split_feature=144 144 44 22 36 36 45 115 99 22 46 1 79 3 29 95 145 3 38
split_gain=8.42586 11.5192 16.6038 8.43999 8.71321 7.9127 7.81829 6.38816 6.41725 5.97748 5.73269 5.27841 5.63767 5.41151 5.36011 8.86157 5.22463 4.69315 4.12401
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 9 10 -9 -1 -7 12 18 -13 15 -14 -16 -5 -2
right_child=11 2 -4 17 -6 7 -8 8 -10 -11 -12 13 14 -15 16 -17 -18 -19 -20
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leaf_weight=2270.1331685967743 2.6410030350089064 28.684900194406509 4.4556907415390006 5.429284639656542 31.12435457110405 32.812993858009577 2.45433385670185 1.7683689929544919 1.6366335451602934 285.69655842334032 6.0155298821628085 2.0330294966697684 2.1478824019432059 3.8612833619117737 37.387496180832386 30.181299198418856 4.078399844467639 3.722120113670826 2.9595956355333328
leaf_count=12977 14 172 25 29 182 299 10 15 15 1569 58 16 11 24 242 215 24 22 14
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internal_weight=2759.22 2673.93 73.4164 68.9607 59.8093 2600.52 2558.28 42.2335 3.405 2555.83 38.8285 85.29 79.3957 5.89431 73.7951 32.3292 41.4659 9.1514 5.6006
internal_count=15933 15373 430 405 354 14943 14556 387 30 14546 357 560 520 40 492 226 266 51 28
is_linear=0
shrinkage=0.0149824
Tree=211
num_leaves=18
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split_feature=86 144 144 44 132 31 45 107 44 79 4 111 42 8 50 49 10
split_gain=11.1232 8.63424 11.7243 16.1648 9.67418 8.42729 7.64589 5.48216 6.34203 5.79251 4.98794 2.75484 6.174 2.52492 0.582439 0.00917122 0.000662017
threshold=3.7370689655172415 0.015650000000000001 0.010650000000000001 10.675000000000002 4.0555000000000012 0.10150588768115941 1.6450000000000002 0.95450000000000013 7.535000000000001 2.4996075448737458 1362.9662126513729 0.35000000000000003 2.1150000000000007 2.6904761904761911 1.4150000000000003 3.2450000000000006 0.89166666666666672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -4 -1 9 -9 -3 -11 12 -2 15 -14 16 -13
right_child=11 7 3 -5 -6 -7 -8 8 -10 10 -12 13 14 -15 -16 -17 -18
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leaf_weight=2577.2097086422145 1.4400813058018709 5.4915454015135756 9.7485263198614103 4.857519567012786 3.325635999441146 58.184298790991306 2.4459767490625373 2.4685133323073378 2.3514259085059166 2.9040346182882777 71.027002137154341 1.570637322962283 2.2244040146470074 1.3024744242429722 1.1975297927856443 1.6717010959982861 9.6292716003954393
leaf_count=14722 14 27 56 27 22 339 10 14 14 23 474 16 21 12 14 13 115
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internal_weight=2759.05 2740.01 2655.77 72.7903 2582.98 67.9328 2579.66 84.2425 4.81994 79.4226 73.931 19.0361 4.86202 14.1741 3.42193 12.8716 11.1999
internal_count=15933 15728 15176 422 14754 395 14732 552 28 524 497 205 49 156 35 144 131
is_linear=0
shrinkage=0.0149824
Tree=212
num_leaves=14
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split_feature=28 43 144 26 144 44 132 136 5 79 137 106 53
split_gain=7.98328 7.65463 7.1466 10.8981 10.195 15.0531 8.21583 7.81097 6.06114 4.88105 4.3254 2.38317 0.0774091
threshold=7.5277777777777786 1.0000000180025095e-35 0.015650000000000001 0.56816666666666682 0.010650000000000001 10.825000000000001 4.0555000000000012 7.1500000000000012 1518.3735354156286 2.6464528916198518 19.950000000000003 1.0000000180025095e-35 2.3150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 6 -6 -1 -5 -4 -2 11 -11 -13
right_child=9 -3 3 7 5 -7 -8 -9 -10 10 -12 12 -14
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leaf_weight=2577.4688119143248 1.7348187714815164 3.4327996373176566 60.219208803027868 4.7434099465608579 67.799988389015198 4.6087404489517203 3.5497512444853774 4.5981066599488258 13.677524633705614 2.9966204091906574 2.2314472869038573 10.08200231194496 1.7380629628896702
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internal_weight=2758.88 2740.1 2736.67 83.2383 2653.43 72.4087 2581.02 9.34152 73.8967 18.783 17.0481 14.8167 11.8201
internal_count=15933 15791 15777 546 15231 422 14809 60 486 142 132 118 95
is_linear=0
shrinkage=0.0149824
Tree=213
num_leaves=23
num_cat=0
split_feature=86 98 106 110 145 92 132 136 136 92 105 148 86 100 145 142 110 142 130 27 45 50
split_gain=10.8927 9.40229 7.80777 12.1526 8.16661 10.2982 7.77399 9.62226 10.0178 8.69465 8.08526 13.8616 8.85073 7.33856 6.07922 5.6688 3.84922 4.30605 6.88912 0.715306 0.0104889 0.000524343
threshold=3.7370689655172415 0.72474747474747481 0.95450000000000013 23.550000000000004 0.78895000000000015 0.70583333333333342 1.4720000000000002 17.500000000000004 8.0500000000000025 0.28791666666666665 1.3880000000000001 0.24343465278309467 2.5266106442577034 0.77500000000000013 0.17285000000000003 -0.28449999999999992 1.2500000000000002 0.19500000000000003 1.7320000000000002 0.61866071428571445 1.1850000000000003 1.4650000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 14 -6 7 8 -3 -9 12 -12 -8 -4 -1 -5 17 18 -2 20 21 -18
right_child=16 6 3 15 5 -7 10 9 -10 -11 11 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23
leaf_value=0.004614192215108278 0.0087671253760598609 -0.0026407861668738203 0.0121396040087086 0.0022822850541671874 -0.0011050284158182521 -0.033141335105142625 -0.00027169066421129848 -0.0077221466951063363 0.0015221781797156669 0.0062409013486261003 -0.031562945998344125 -0.00080067711010553815 0.0054959202162296042 -0.002616199604673357 0.0010772548886092662 -0.023308088047714552 0.01666350532502445 0.016852576170506509 -0.035253183761063067 0.0046267651505918451 0.018025424351608574 0.016377416684811772
leaf_weight=120.25068600103259 1.8517356440424948 415.92971413582563 8.1720430478453618 2.482074834406375 294.41016246378422 2.2697031572461119 218.36734472960234 94.467319473624229 188.59101170301437 11.196943357586859 4.6028076410293606 11.511021338403223 82.208114720880985 101.95608624070883 1174.5228559449315 8.9486676603555662 9.0191482380032522 2.2219225503504276 1.4023867100477216 1.1958497464656819 1.3332092240452755 1.8407767191529263
leaf_count=763 20 2137 43 14 1690 16 1184 486 975 60 27 70 507 598 7108 50 103 24 11 13 10 24
internal_value=1.103e-05 -6.70887e-05 0.000612443 -0.00304744 0.000891994 -0.00135012 -0.00120067 -0.00207118 -0.00134208 -0.00624252 0.000751479 -0.00958775 0.00130577 -0.00152124 0.00140574 -0.0177514 0.0113567 0.000774401 -0.0102039 0.0156848 0.0167693 0.0166151
internal_weight=2758.75 2739.89 1713.01 121.559 1591.45 296.68 1026.87 710.185 604.521 105.664 316.689 16.1138 300.575 110.128 1294.77 11.4307 18.865 5.47604 3.25412 13.389 12.1931 10.8599
internal_count=15933 15728 10282 705 9577 1706 5446 3658 3112 546 1788 97 1691 641 7871 64 205 55 31 150 137 127
is_linear=0
shrinkage=0.0149824
Tree=214
num_leaves=23
num_cat=0
split_feature=86 98 22 127 91 121 136 40 96 53 91 34 100 28 53 74 94 135 130 39 53 38
split_gain=10.6697 9.12053 11.6297 9.74057 10.5318 11.1185 9.25987 9.10483 12.4902 9.10212 10.3454 8.32837 6.78185 6.61484 7.88463 4.7176 3.56871 3.40098 0.715464 0.569035 0.00987657 0.000668063
threshold=3.7370689655172415 0.72474747474747481 0.90000000000000013 1.7640000000000002 -0.48958333333333331 1.7320000000000002 29.950000000000003 1.8250000000000004 7.5000000000000009 2.1150000000000007 -0.54249999999999987 1.6950000000000001 2.9000000000000004 3.0500000000000003 3.2950000000000004 1.0000000180025095e-35 7.0500000000000007 -1.0000000180025095e-35 3.0500000000000003 0.23107765303122182 2.7250000000000005 0.23538906726248873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 7 5 -5 -6 8 -1 12 -11 -9 -3 15 -15 -4 17 -2 20 -19 21 -18
right_child=16 2 13 4 6 -7 -8 11 -10 10 -12 -13 -14 14 -16 -17 18 19 -20 -21 -22 -23
leaf_value=-0.003224580336634246 -0.011256912065370394 -4.7035475896820323e-05 -0.001268628069109712 -0.012785884400396668 0.0042017708892781126 0.0071641810032659139 -0.0063565702177344119 0.003138392274911262 0.0084746253631937073 0.010778907253943152 -0.0030825005151583788 -4.3810306721261314e-05 0.013341285362981336 0.0034142293066547051 -0.01206658700781655 0.016400842174749783 0.016358087136512076 0.0037238422419063094 0.004605855485986742 0.017062561542132655 0.017894917374564227 0.016638025253257971
leaf_weight=267.74564900249243 2.5965187326073647 316.82360001653433 4.5450346022844323 18.477034404873852 308.02109417691827 9.492217652499674 19.846941571682692 237.49107820540667 22.181145921349525 12.339385733008383 589.24517222493887 829.18651434034109 8.7268510758876783 74.07434955984354 8.2028743475675565 13.368062898516655 2.7185282818973047 1.1496384814381628 1.2047047317028035 1.9117939099669454 1.4304789751768101 7.6798205673694611
leaf_count=1698 24 1872 23 120 2137 80 151 1354 172 67 2925 4570 63 395 35 66 36 13 13 19 11 89
internal_value=1.09175e-05 -6.60467e-05 -0.00118211 0.000603499 0.00280981 -0.00601522 0.00356264 2.47847e-05 -0.00232952 -0.00170613 -0.00279818 0.000664693 0.000311859 0.0036671 0.00187082 0.0119176 0.0112922 0.00135607 0.0156055 0.0120536 0.0167258 0.0165649
internal_weight=2758.46 2739.77 1027.33 1712.44 355.837 27.9693 327.868 1356.6 289.927 927.135 601.585 1066.68 325.55 100.19 82.2772 17.9131 18.6915 5.65795 13.0335 3.06143 11.8288 10.3983
internal_count=15933 15728 5446 10282 2488 200 2288 7794 1870 4927 2992 5924 1935 519 430 89 205 56 149 32 136 125
is_linear=0
shrinkage=0.0149824
Tree=215
num_leaves=28
num_cat=0
split_feature=98 22 104 97 31 105 115 109 28 104 28 6 141 30 52 114 28 35 133 146 108 146 25 149 25 45 35
split_gain=8.77281 10.6956 10.5694 9.26679 9.14309 9.01231 9.17767 8.99915 7.82041 7.81589 9.05106 7.33678 8.7252 9.7015 9.51527 8.02025 9.69954 7.86745 7.16828 6.80304 6.69057 6.32897 6.28532 4.08579 2.59887 0.0605728 0.00429749
threshold=0.72474747474747481 0.90000000000000013 0.16750000000000004 3.5000000000000004 0.067878887609017571 1.6690000000000003 4.166500000000001 3.5000000000000004 7.5277777777777786 0.41650000000000004 3.2928571428571431 1484.2391635604511 1.4750000000000003 0.18832054560954811 2.2350000000000008 2.1835000000000004 6.2678571428571432 2.8250000000000006 1.2110000000000001 0.00015000000000000004 1.5000000000000002 0.0035500000000000006 0.91666666666666685 0.51553679372533356 0.91666666666666685 1.0650000000000002 4.1150000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 -4 -7 11 10 20 12 13 -1 -14 17 -17 -13 19 -11 -3 -12 -5 -10 -20 26 -25
right_child=1 9 5 22 -6 7 -8 -9 23 18 21 15 14 -15 -16 16 -18 -19 24 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.0016193272385944871 -0.012913841797818484 0.014470676470261167 -0.0028654808735966296 0.0084472429971748086 -0.0004707530866808118 -0.025409649067941745 -0.030760332064955626 0.0074218773403808835 -0.0076137569361418959 0.0091755852262126632 -0.0037144277651672939 -0.002013445732974985 -0.037964098749210147 0.0084387230584437797 0.0011699326701497678 0.0056551382191754734 -0.012257515439476705 0.00056661710628020279 0.018969515486979553 -0.015012852370121382 -0.0088832366629322396 0.016175702288592279 -0.0062168325552398821 0.017726692175228955 0.0056637774138620263 0.020345711641665088 0.016939682221114877
leaf_weight=179.6083824634552 13.638929009437559 14.551085487008097 388.11201526597142 40.395879454910755 471.56297580525279 7.650708504021166 2.6657214239239684 2.4820078387856483 1.6921493485569943 7.4722730442881602 49.0975212007761 360.39010298252106 2.4106873385608187 63.343568507581949 3.3091017678380013 90.904787138104439 7.3330347687005988 1005.4661966077983 13.969166167080404 4.0111062228679657 3.3963301107287398 3.8743871226906768 7.8334559202194205 2.4245762303471547 4.3123391717672339 1.7417165935039518 4.4566996544599533
leaf_count=1054 66 73 2051 224 2538 42 16 16 11 38 255 1829 20 481 21 638 56 6225 73 19 18 23 45 19 26 10 46
internal_value=1.08063e-05 -0.00107943 -0.00157939 -0.000197938 -0.000820527 -0.00341749 -0.00305577 -0.0173676 0.000665695 0.00356017 0.000855843 0.000587364 0.0029667 0.00339731 -0.0153238 0.000183241 0.00431803 -0.000114149 0.0100036 0.000726629 0.0100512 -0.00225965 0.00606549 0.013672 0.0158309 0.0178491 0.017217
internal_weight=2758.11 1035.03 934.342 533.431 485.202 400.91 390.778 10.1327 1723.08 100.684 70.9193 1712.77 248.672 242.952 5.71979 1464.09 98.2378 1365.86 29.7649 11.4834 17.9474 52.9719 48.2293 10.3151 18.2815 8.62299 6.88128
internal_count=15933 5523 4998 2873 2604 2125 2067 58 10410 525 369 10324 1576 1535 41 8748 694 8054 156 57 91 278 269 86 99 75 65
is_linear=0
shrinkage=0.0149824
Tree=216
num_leaves=21
num_cat=0
split_feature=98 24 141 43 28 111 132 52 123 6 141 114 149 7 92 147 122 149 11 53
split_gain=8.51075 7.86545 12.1198 7.74302 7.62387 7.25668 7.06986 13.33 9.77113 6.90772 8.41079 7.65187 6.69558 11.0035 7.41259 5.88909 6.1859 4.02979 2.18938 0.0548512
threshold=0.72474747474747481 0.61250000000000016 1.8120000000000003 1.0000000180025095e-35 7.5277777777777786 26.550000000000004 1.4145000000000001 3.6150000000000007 1.6900000000000002 1484.2391635604511 1.4750000000000003 2.4500000000000006 0.50196630607383896 38.531334035160633 0.13541666666666663 0.46727212695799086 2.2425000000000002 0.51553679372533356 1.1083333333333336 2.1550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 9 12 8 -8 -2 10 -1 -11 14 -14 -3 18 -17 -6 -4 -19
right_child=1 5 15 -5 17 -7 7 -9 -10 11 -12 -13 13 -15 -16 16 -18 19 -20 -21
leaf_value=0.0033531387880352489 -0.0021866530856560012 0.0038458266317548274 0.018602470131208349 -0.026065864229230615 -0.0074660105354225252 -0.01835773329911353 0.0006970898536825627 -0.018782006120851451 -0.0078528538882871503 -5.48774152979708e-05 -0.014934615108822024 0.0044357159615518553 0.00088927579313157964 -0.017966448936258685 0.019255942477579797 -0.016165679479356057 0.01388828527555387 0.017164227001237663 0.0036779743157246639 0.020074777479296743
leaf_weight=242.47145079821348 450.96163679659367 57.435977201908827 10.545532047748567 2.4306286126375189 1.6997241303324688 4.142179697751998 234.4100767634809 8.1604688987135869 80.512951076030731 1370.5572847910225 5.7797175012528887 90.821200806647539 165.10570973530412 7.2522459328174582 7.9803368523716918 3.3111170977354041 2.8696058169007301 6.6568557024002057 2.7901867330074301 1.8610393106937406
leaf_count=1535 2279 284 64 10 11 21 1295 63 437 8092 41 646 935 47 43 19 19 64 17 11
internal_value=1.07073e-05 -0.00106271 -0.00178367 0.000656073 0.000693839 0.00130228 -0.00207768 4.17793e-05 -0.00304502 0.000616722 0.00292737 0.000224202 0.00164478 9.58874e-05 0.00572576 0.00987695 -0.00221213 0.0135971 0.0154799 0.0178002
internal_weight=2757.76 1035.48 793.562 1722.28 1719.85 241.916 774.045 242.571 531.475 1709.63 248.251 1461.38 237.774 172.358 65.4163 19.5164 6.18072 10.2176 13.3357 8.5179
internal_count=15933 5523 4193 10410 10400 1330 4074 1358 2716 10314 1576 8738 1309 982 327 119 38 86 81 75
is_linear=0
shrinkage=0.0149824
Tree=217
num_leaves=27
num_cat=0
split_feature=86 90 36 23 78 89 106 30 101 2 40 92 90 123 103 78 137 86 44 116 27 49 50 89 30 27
split_gain=11.3594 11.0179 8.1745 7.12011 9.28287 12.6411 9.48967 9.06256 8.70945 8.2021 6.63884 10.3353 9.94998 6.75942 6.49674 6.31401 6.23307 6.09347 7.195 10.4688 6.73903 4.78877 4.91044 4.13016 9.00396 4.38784
threshold=2.6698717948717952 0.033749999999999954 9.8100000000000023 2.7083333333333335 1.2583333333333335 0.35000000000000003 0.47750000000000009 0.079455266955266918 1.1000000000000003 -145.1223292075924 3.4450000000000007 -0.24249999999999991 -0.3874999999999999 1.8920000000000001 1.6505000000000003 3.2583333333333337 15.750000000000002 2.8473193473193477 8.5850000000000026 -1.0000000180025095e-35 0.46950000000000003 2.3250000000000006 1.635 0.9900000000000001 0.16081691297208536 0.51414285714285735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 7 6 -6 -5 9 -9 -1 15 13 -13 -12 21 16 -2 23 20 -20 -19 22 -4 25 -25 -3
right_child=1 17 14 4 5 -7 -8 8 -10 -11 11 12 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.0048190581485936992 0.0024295483623683273 0.015740921236403756 0.012096068540656932 -0.0019469216273864504 -0.00010539677679946855 -0.010968182810878628 0.0043892907101965098 -0.0028155530817946411 -0.00050278046021532579 0.0055015426324650663 0.0061337513035111344 -0.03958798034836377 -0.0080748269227815563 -0.012269847651973326 -0.018309290362707474 -0.020159084321791813 -0.0038941272722558921 -0.0013914477248626229 -0.020536004880428695 0.0013263254510341577 0.0084489863142387985 -0.0081914943726315564 0.0012235582463241705 0.019420718158585204 -0.016091401787223267 0.0050223626581408351
leaf_weight=22.245979875326157 248.56811611354351 23.670604661107063 27.434032615274191 71.542874529957771 294.07502443343401 26.188649468123913 205.35790955275297 624.89483952522278 880.50489097833633 77.514869838953018 20.914666257798675 2.4772944599390057 24.409278087317944 5.700987569987773 2.4273667335510245 3.041911154985427 40.720193617045879 20.933179467916489 5.7198895737528792 35.009365424513817 61.568135738372803 4.3095068633556357 14.125500623136757 2.782237544655799 3.7800924777984619 13.441459298133848
leaf_count=110 1634 136 245 378 1844 135 1207 3428 4657 364 129 13 150 40 17 20 256 144 37 245 471 25 140 16 22 79
internal_value=-6.12029e-05 0.00195133 -0.000519699 -0.000653413 0.000743263 -0.000993671 0.0027522 -0.00117302 -0.00146282 0.00320012 0.000425576 -0.00442669 -0.0109784 0.00219175 0.00557769 0.00131364 0.00153943 0.00511274 0.00340849 -0.00174396 0.00595216 0.00684178 0.00840066 0.00992141 -0.00103527 0.0118588
internal_weight=2763.36 512.737 2250.62 2202.33 597.164 320.264 276.901 1605.16 1505.4 99.7608 345.832 53.5022 26.8866 26.6157 48.2964 292.33 289.288 166.905 123.231 40.7293 82.5013 45.869 41.5595 43.6744 6.56233 37.1121
internal_count=15942 3392 12550 12123 3564 1979 1585 8559 8085 474 2242 332 163 169 427 1910 1890 1150 897 282 615 410 385 253 38 215
is_linear=0
shrinkage=0.0149824
Tree=218
num_leaves=27
num_cat=0
split_feature=86 90 35 103 96 121 28 0 29 86 86 121 0 29 134 98 125 120 46 123 123 142 19 35 137 86
split_gain=11.0329 10.7397 7.70838 8.50307 7.43229 11.1347 9.73531 10.9625 10.3085 7.96223 5.96899 5.79931 9.04367 10.8125 9.14837 8.05373 10.152 5.66241 5.52529 5.32159 7.8628 3.85001 3.3852 7.36139 3.47455 2.1719
threshold=2.6698717948717952 0.033749999999999954 6.9750000000000005 1.6505000000000003 2.5000000000000004 2.9500000000000006 2.5857142857142863 1580.7922272937335 2.8452380952380958 2.6228448275862073 2.8473193473193477 1.8820000000000003 1520.2240041174157 4.4722222222222232 0.053500000000000013 0.46410256410256417 2.3665000000000007 1.2680000000000002 7.205000000000001 1.9355000000000002 1.0870000000000002 -1.0759999999999998 1.5000000000000002 3.2450000000000006 5.9500000000000011 1.7596153846153848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 18 6 9 7 -1 -8 -6 22 15 14 -14 -13 16 -2 -17 25 20 -12 -21 23 -3 -24 -4
right_child=1 10 3 -5 5 -7 8 -9 -10 -11 19 12 13 -15 -16 17 -18 -19 -20 21 -22 -23 24 -25 -26 -27
leaf_value=0.0030281463361869244 0.010592041922941315 -0.00072580673476939253 0.013821788738412067 -0.020121449560046006 0.00037497674957832173 -0.030550668782600897 -0.0064679558126903187 -0.0077395619128258764 -0.0016127591066456871 -0.008159592553472891 0.0076836857030871241 -0.005889795991731026 -0.0070115808227409438 -0.049712858193263806 0.005901817451639698 -0.0022362914418358167 -0.023822297513460974 0.0024076653553701376 -0.010306440575657733 -0.0057727016499811174 -0.00055152085829540578 0.018055983918174298 0.0032833512064882895 0.015872168240159617 0.018291797270859941 -0.0015628979830735093
leaf_weight=154.07957676798105 30.404406972229481 14.414478123188021 20.391599707305442 2.319442354142665 1240.6333591043949 2.6476531773805609 115.28132921457291 24.614410229027271 661.00448229908943 25.032751612365246 40.769798416644335 42.201848894357681 4.0954388678073874 1.9720085859298704 22.720788687467575 101.25051192566752 2.0541119650006285 141.02700341492891 2.7263580858707419 1.860830470919608 71.959612242877483 8.3593897148966771 4.5820395275950458 10.272635743021963 14.171412125229834 2.2912321388721457
leaf_count=988 202 78 230 17 6857 15 659 180 3428 132 299 273 28 14 150 601 13 961 27 14 519 65 26 65 84 17
internal_value=-6.02242e-05 0.00192463 -0.000511787 0.00733888 -0.0006097 0.00014197 -0.001608 0.00154493 -0.00233377 0.000206177 0.00505212 0.000419446 -0.0033979 -0.0208903 -0.00176312 0.00140583 0.00841414 0.000466903 0.00984558 0.00336537 0.00242683 0.0137174 0.00982613 0.00618084 0.0146248 0.0122678
internal_weight=2763.14 512.116 2251.02 27.7286 2223.29 1268.31 954.98 178.694 776.286 1265.67 166.39 345.726 70.9901 6.06745 64.9226 274.736 32.4585 242.278 25.4092 122.95 112.729 10.2202 43.4406 24.6871 18.7535 22.6828
internal_count=15942 3392 12550 291 12259 7004 5255 1168 4087 6989 1150 2242 465 42 423 1777 215 1562 274 897 818 79 253 143 110 247
is_linear=0
shrinkage=0.0149824
Tree=219
num_leaves=29
num_cat=0
split_feature=96 117 136 116 126 136 111 135 84 50 50 136 114 112 141 144 29 126 141 40 138 112 111 141 5 84 3 41
split_gain=8.087 13.5619 10.843 9.8662 9.89479 9.31582 14.4217 9.27628 8.71254 8.01518 7.56229 7.3253 8.88624 8.66036 11.2203 8.54658 8.45809 7.13952 6.54922 5.964 8.1937 7.95643 7.25547 7.97607 7.11363 5.62872 5.26603 0.70331
threshold=2.5000000000000004 0.55000000000000016 4.8500000000000005 -1.0000000180025095e-35 0.68350000000000011 7.0500000000000007 10.950000000000001 1.0445000000000002 0.012522321428571351 1.5650000000000002 1.5850000000000002 6.2500000000000009 4.5835000000000008 0.22750000000000004 -1.0000000180025095e-35 0.020350000000000004 3.9500000000000006 2.6125000000000003 -0.29649999999999993 2.1150000000000007 1.5000000000000002 0.59050000000000014 12.350000000000003 0.6645000000000002 1510.3828083739281 0.072692307692307653 1504.1571467552369 2.9850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 26 6 -4 -7 -6 11 17 13 15 14 -2 -13 -14 -1 -15 20 21 -11 23 -21 -24 -22 -5 -12
right_child=9 3 5 4 8 7 -8 -9 -10 19 27 12 16 18 -16 -17 -18 -19 -20 22 25 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0014433559089921662 0.01009383032906558 -0.029868135770225887 -0.0020101887986356749 -0.010336261567502371 -0.0026735014651008094 0.00014047926118386511 -0.011390411263675834 -0.022922576843277417 -0.019472147669423148 -0.038182759713037091 0.017479031672898826 0.0011395324665288203 -0.03986187366018832 -0.0043571972519384737 -0.0021491075557907532 0.012802894744743542 0.00022707779518756598 0.016931847010032336 -0.00053708159861862094 -0.0017471475564062593 0.011932424342662775 0.0082830782257629944 0.01723808278999589 -0.033629857521365741 -0.010490430123476236 -0.0078621179544320005 -0.038204714493757494 0.0057763007658642963
leaf_weight=178.16394034773111 34.341813564300537 3.831164523959159 288.29341762512922 3.1454644799232474 82.049588348716497 546.290781121701 42.173997282981873 3.9429628551006308 7.569762058556079 1.5964839309453958 8.0492725372314435 944.13170346617699 2.3004418164491645 140.9948146045208 32.902481891214848 14.316678144037722 2.4284598082304001 6.9407946951687327 352.83704509958625 5.4194585531950015 39.966784462332726 1.7166482061147688 5.8757368177175504 2.6093552112579346 3.2121734842658043 3.5076215937733641 2.9489690624177456 1.345469444990157
leaf_count=957 194 20 1686 16 461 3133 212 28 46 12 68 5351 15 789 186 92 16 45 2012 47 380 17 53 21 27 29 15 14
internal_value=-5.9257e-05 -0.00100173 -0.000511908 -0.00629232 -0.00534863 -0.00121897 -0.00320729 -2.47911e-05 -0.00409242 0.000637878 0.00268968 0.000419943 0.00121267 -0.000940897 0.00410339 0.00131375 -0.0192749 0.00202412 -0.00162777 0.00583609 0.0086045 -0.0141073 -0.00173118 -0.0121091 0.00743728 0.0103353 -0.0238213 0.015803
internal_weight=2762.9 1174.75 1075.2 99.5449 95.7138 880.701 330.467 550.234 89.6194 1588.16 194.499 1524.25 963.177 561.076 67.2443 958.448 4.7289 185.105 493.832 63.9043 46.7875 3.31313 17.1167 8.02881 9.08791 43.4744 6.09443 9.39474
internal_count=15942 6701 6143 558 538 5059 1898 3161 507 9241 1084 8655 5474 3181 380 5443 31 1002 2801 586 438 29 148 68 80 409 31 82
is_linear=0
shrinkage=0.0149824
Tree=220
num_leaves=20
num_cat=0
split_feature=46 135 26 144 31 31 94 114 11 5 56 41 127 2 133 12 3 80 41
split_gain=7.72103 6.94359 7.17216 6.53887 6.25544 8.28763 9.16336 7.22806 10.888 6.75699 6.73225 5.4986 7.77915 3.18111 3.02945 10.0315 3.64435 1.79164 0.00743897
threshold=5.4350000000000014 -0.57299999999999984 0.55845238095238103 -0.019449999999999999 0.13487604779739612 0.12637628554143981 13.050000000000002 1.8540000000000003 1.7928571428571431 1486.6895759841302 3.0250000000000004 3.1550000000000007 1.5855000000000004 175.58026303370085 2.2930000000000006 0.36666666666666675 1652.2445364866728 0.056022920153354853 2.0850000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 17 5 10 -7 9 -9 -6 -5 14 -13 -4 16 -16 -3 -1 -19
right_child=1 11 13 4 7 6 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20
leaf_value=0.0017918931718100002 -0.025474461356225588 0.012376885004489935 0.017482800077454001 -0.0004440276106332093 -0.0021935242459040841 -0.0089532933062191032 -0.0015581713566590705 0.0044770462788663069 -0.0020383622685027909 0.00042168638155703364 -0.017561357948785068 0.017117907517282028 -0.027137783306675923 -0.010538045774088609 0.014074702344461522 -0.02057017252320913 -0.00040353633050965921 0.019525884364777812 0.018376722792647751
leaf_weight=1.8723610416054715 3.1311295330524436 32.895242594182491 2.0969953164458279 839.69592816010118 275.42034818977118 59.039649672806263 103.63195836544037 195.51693541929126 81.603725586086512 1138.4677776359022 5.1894775107502928 1.4494374170899385 2.3163798749446869 1.6058819219470022 4.6867239102721205 3.1283039152622223 5.9077785909175864 2.4574712514877319 2.6356313303112984
leaf_count=15 26 295 18 4532 1579 301 569 1197 558 6600 50 14 21 14 43 25 53 14 18
internal_value=-5.82947e-05 0.00538809 -0.00878337 -0.000173477 -0.000210898 -0.0011454 -0.00424214 0.000345909 0.00255845 -8.77473e-05 -0.000549167 0.00731029 -0.0101041 0.00533059 0.00871703 0.000206565 0.0104311 0.0143241 0.0189313
internal_weight=2762.75 57.2179 6.83401 2705.53 2698.57 1007.56 162.672 1691.01 277.121 1413.89 844.885 50.3839 3.76582 3.70288 46.618 7.81503 38.803 6.96546 5.0931
internal_count=15942 509 58 15433 15386 5452 870 9934 1755 8179 4582 451 35 32 416 68 348 47 32
is_linear=0
shrinkage=0.0149824
Tree=221
num_leaves=29
num_cat=0
split_feature=86 89 6 126 136 30 29 95 34 16 86 126 131 23 30 17 131 143 136 150 38 102 143 141 10 48 10 50
split_gain=10.6367 8.09207 6.98957 8.42067 13.7634 8.50688 7.6722 6.84121 9.01404 6.40524 8.41368 9.43374 6.79296 6.37024 5.60927 5.49866 8.34149 6.873 5.20527 4.983 5.66688 3.72871 4.03571 3.98739 2.93528 4.96991 4.70976 0.616913
threshold=2.6698717948717952 0.15000000000000005 1466.0889274047354 0.61250000000000016 7.0500000000000007 0.077849927849927822 2.2678571428571432 17.250000000000004 1.4850000000000001 1.5000000000000002 2.8110119047619051 2.3540000000000005 1.8945000000000001 2.7083333333333335 0.34833164812942369 1.0000000180025095e-35 0.35400000000000004 0.32850000000000007 7.8500000000000005 0.58819672720087668 0.18816005263041802 2.0005000000000002 -1.0000000180025095e-35 -1.2094999999999998 1.2583333333333335 2.4050000000000007 1.3785714285714288 1.5450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 18 4 6 -6 -4 13 -9 10 12 -12 -3 -5 21 17 -17 -11 19 20 -1 23 -23 -2 25 -20 -26 -21
right_child=1 9 3 7 5 -7 -8 8 -10 15 11 -13 -14 -15 -16 16 -18 -19 24 27 -22 22 -24 -25 26 -27 -28 -29
leaf_value=-0.027175968385418893 -0.0065940867728547419 0.0061837605178465963 -0.023958921581482905 -0.00099834776146091029 0.023394934319246257 -0.00099250356960463217 -0.007913843797933369 0.017181903665265542 -0.0074396960880459603 0.0034353831240617511 0.0002108677965651984 -0.009318422387872588 -0.0078831915597585931 0.000851182422558121 -0.015324843682690905 -0.01625977911933545 0.012053425758976048 -0.020166439481260231 0.017318764121916491 0.017786690300028756 -0.00018169225175684016 0.0083354448466466582 -0.026434286910777764 0.011661575540957649 -0.016525075473772362 -0.010554557164428624 0.013173300638522147 0.005688568012228873
leaf_weight=1.9861067607998908 2.8947022035717955 76.135971881449223 8.0116603486239892 1522.6932305656374 3.4643001705408087 43.855450440198183 40.537442818284035 10.681385919451712 4.85468516498804 32.815966747701168 286.76227143034339 25.384033843874931 8.5735869482159597 576.19880760461092 2.2136260867118827 2.5278326272964469 30.736290410161018 3.0248714834451667 13.51489342749119 3.2300797142088404 14.418696597218512 1.7155592292547228 1.3304445669054974 37.191956199705601 2.0218987911939612 1.6066128350794304 2.9438537210226059 1.3381085842847822
leaf_count=15 20 423 44 8218 16 221 193 77 27 230 1883 183 48 3471 18 16 218 18 91 27 84 18 10 307 13 15 24 14
internal_value=-5.7379e-05 0.00189337 -0.000500415 -0.000614196 -0.00495716 0.000792923 -0.0105616 -0.000417284 0.00948819 0.00130539 0.000572371 -0.000564064 0.00476002 -0.000490605 0.00793527 0.00551494 0.00990182 0.00144344 0.00562448 0.000403857 -0.00344989 0.00912902 -0.00685149 0.0103433 0.0110753 0.0143573 0.00108103 0.014243
internal_weight=2762.66 511.307 2251.36 2210.3 95.8689 47.3198 48.5491 2114.43 15.5361 465.961 396.856 312.146 84.7096 2098.89 45.3463 69.105 33.2641 35.8408 41.0603 20.973 16.4048 43.1327 3.046 40.0867 20.0873 15.1215 4.96575 4.56819
internal_count=15942 3392 12550 12267 474 237 237 11793 104 3019 2537 2066 471 11689 373 482 234 248 283 140 99 355 28 327 143 106 37 41
is_linear=0
shrinkage=0.0149824
Tree=222
num_leaves=29
num_cat=0
split_feature=86 35 49 26 96 117 39 136 34 50 34 91 147 42 137 131 134 137 11 85 29 41 144 105 131 149 29 79
split_gain=10.3302 7.47523 7.02212 8.05176 6.91049 12.0737 13.3986 10.5906 9.0214 8.77831 5.67443 12.2706 8.00668 6.84725 6.0174 9.57742 11.478 8.64435 6.78781 7.40419 6.79799 5.50299 4.46883 3.22004 1.31536 0.00989503 0.00222168 0.00071707
threshold=2.6698717948717952 6.9750000000000005 1.2350000000000001 0.49211111111111117 2.5000000000000004 0.55000000000000016 0.42127195095035047 4.8500000000000005 7.8150000000000004 1.5750000000000004 2.8350000000000004 0.19791666666666663 0.41302710676091753 1.5150000000000003 15.750000000000002 1.7320000000000002 -1.0000000180025095e-35 20.850000000000005 3.2583333333333337 -0.0022072072072071994 4.1055555555555561 1.9350000000000003 0.013550000000000001 0.66550000000000009 0.95000000000000007 0.54513711825032585 3.3875000000000006 3.8646919751211271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 25 -4 5 7 -7 -1 9 -6 14 12 23 -14 18 17 -17 -16 20 -20 -2 -13 -5 -12 -23 26 -3 -27
right_child=10 2 3 22 8 6 -8 -9 -10 -11 11 21 13 -15 15 16 -18 -19 19 -21 -22 24 -24 -25 -26 27 -28 -29
leaf_value=0.0025081198872736661 0.0016017229353450133 0.016987475407181759 -0.027542994122712414 0.0078558182270344664 6.6155916269542298e-06 -0.0045413303615951615 -0.021769523700083827 -0.0017859868000094225 -0.022283526484322639 0.0079607216662738005 0.00069977810685673924 -0.004192662046417911 0.0081319330489075716 -0.0088437193182656099 -0.0077680421426227627 -0.042825197187557056 -0.0036720813251795667 0.0048159577892029461 -0.031008617498650293 0.0055381187889070819 0.0057091795248167022 0.0036916602258688916 -0.018369419099080797 0.018648261825278078 0.016776052027012153 0.016681542804257158 0.017781443940295218 0.016313005367202617
leaf_weight=157.66157206892967 194.27277824282646 1.6175872758030911 1.936244055628779 13.151691149920223 1231.863630913198 79.748470984399319 11.607976816594599 707.33354361727834 4.0159078016877165 31.952954739332199 5.4582931473851186 4.8301792889833477 5.9904011040925971 48.648660309612751 18.934238575398922 2.6476388275623322 4.6021369174122801 34.727452382445335 2.6825842410326004 2.3209169134497634 169.24093439057469 2.063905104994773 1.6404386609792698 3.8097637817263603 10.4922928661108 1.5587086640298364 1.5983579009771345 6.0247474163770676
leaf_count=833 1264 16 13 135 6691 434 65 3923 27 286 31 27 45 305 123 16 31 225 17 18 1172 15 13 25 78 18 13 83
internal_value=-5.6463e-05 -0.000492804 0.00726674 0.00118675 -0.000588841 -0.00155039 -0.00673039 -0.00100331 0.000136476 0.000207719 0.00186731 -0.00176236 -0.00479846 -0.00698258 0.00255443 -0.00180791 -0.017971 0.000375759 0.00327547 -0.0140562 0.00351403 0.00939744 0.00494743 0.00807778 0.0146253 0.0166847 0.0173822 0.0163888
internal_weight=2762.43 2251.71 27.5278 16.7284 2224.18 956.352 91.3564 864.995 1267.83 1263.82 510.722 81.2935 63.9071 54.6391 429.429 60.9115 7.24978 53.6617 368.517 5.0035 363.514 17.3864 14.7921 9.26806 12.5562 10.7994 3.21595 7.58346
internal_count=15942 12550 291 161 12259 5255 499 4756 7004 6977 3392 526 406 350 2866 395 47 348 2471 35 2436 120 148 56 93 130 29 101
is_linear=0
shrinkage=0.0149824
Tree=223
num_leaves=26
num_cat=0
split_feature=36 126 136 115 2 89 140 14 55 27 27 29 94 30 48 144 52 37 26 48 105 36 92 47 98
split_gain=7.7996 7.69125 12.7247 10.2325 8.45526 8.55102 8.03901 7.00681 6.43323 6.06427 13.4753 6.44249 6.41805 6.03325 6.5968 6.0854 4.32005 8.99011 7.3424 6.73741 6.63546 1.94762 0.724455 0.00714135 0.00325589
threshold=9.8100000000000023 0.61250000000000016 6.9500000000000011 1.6125000000000003 35.999520691061669 0.67000000000000015 1.0000000180025095e-35 0.55000000000000016 1.5050000000000001 0.56816666666666682 0.57612500000000011 3.8944444444444448 17.550000000000004 0.066987179487179457 1.5950000000000004 -0.019449999999999999 3.0650000000000004 0.77301405398761114 0.47950000000000004 2.7750000000000004 0.66150000000000009 11.775000000000002 0.58625000000000005 1.1250000000000002 0.6132478632478634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 -1 -6 22 13 11 -11 -12 14 -3 -15 17 18 -10 21 -21 -18 23 24 -2
right_child=8 9 4 -5 7 -7 -8 -9 16 10 12 -13 -14 15 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.010422909715369912 0.01635059100101242 0.00102084118328773 -0.012139783494044012 0.011432468167873067 0.017259606450054803 0.010648945924635968 -0.034303177379845978 0.0010785382887735756 -0.025452885159644702 -0.0032267814711352642 -0.001962562884356174 0.011256121863564884 0.0026774618634371615 0.015744866778129005 0.011680270128533888 -0.00043882160538586713 0.016427319124235125 -0.02950026681611161 0.0054245115912466835 -0.0095566350036211754 0.016876363492081017 0.0066150809551274517 0.0039552890001780657 0.017849852703991864 0.016928443640557501
leaf_weight=37.887178614735603 5.2980453297495824 40.96613372117281 18.740684032440189 4.4751461371779433 6.8911803662776938 4.6040674746036521 3.4527179002761832 46.82514999806881 1.990347377955916 8.200271010398863 121.74282693117857 43.298096243292093 148.58246015757322 5.2279087007045737 19.112815909087658 2193.7120567671955 10.083800390362745 2.4628828465938559 13.148794859647749 8.2860218882560712 2.8701645955443373 8.2606485448777658 1.1034538187086571 1.145782709121703 3.7943224087357521
leaf_count=183 72 191 88 23 35 22 17 251 12 45 662 257 904 35 114 12590 77 15 110 77 30 72 12 9 39
internal_value=-5.55528e-05 -0.000172606 -0.00383484 -0.0100878 -0.000117272 -0.00764537 -0.0124174 0.00315439 0.00535949 1.75612e-06 0.00192591 0.00894996 0.000587795 -0.000272362 0.00441191 -0.000400345 0.00292034 -0.0029537 0.00136501 0.00642517 -0.00275616 0.0120088 0.0154895 0.0167326 0.0165918
internal_weight=2762.16 2703.72 122.876 45.815 77.0611 23.3448 41.3399 53.7163 58.4443 2580.84 321.824 51.4984 270.325 2259.02 60.0789 2198.94 47.1027 17.602 15.1391 29.5006 11.1562 18.3444 11.3416 10.2382 9.09237
internal_count=15942 15417 619 223 396 110 200 286 525 14798 1868 302 1566 12930 305 12625 393 137 122 256 107 149 132 120 111
is_linear=0
shrinkage=0.0149824
Tree=224
num_leaves=21
num_cat=0
split_feature=86 6 94 31 105 98 121 41 121 52 105 145 17 137 94 31 123 51 44 11
split_gain=8.59871 6.73158 6.51985 8.37044 19.3813 9.17289 6.5533 6.72419 6.14194 4.60182 10.0615 2.889 4.83353 5.54911 2.86934 2.11157 0.773933 0.00644189 0.00167781 0.00156898
threshold=3.7370689655172415 1466.0889274047354 19.050000000000004 0.24336075205640423 0.6905 0.82085561497326209 0.21100000000000005 2.1350000000000002 0.68350000000000011 2.5650000000000004 0.10650000000000001 0.54625000000000012 1.0000000180025095e-35 10.950000000000001 11.400000000000002 0.14982993197278913 1.9200000000000002 1.2650000000000003 10.125000000000002 1.0333333333333337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 5 -5 -4 15 -8 -1 10 -10 16 13 -13 -11 -3 17 18 -2 -14
right_child=11 2 3 4 -6 -7 7 -9 9 14 -12 12 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.017752409605254382 0.016485176750738337 0.021522279160114219 0.0016459977096464678 0.0025354806031184407 -0.012166523608500715 -0.0044537522596857166 -0.0013679943294142845 0.00089400506101650187 0.012632469543212047 0.0044588060736393664 -0.0063818881186890894 -0.02001329322454409 0.01715098019093193 0.016832186517921961 0.018092412477208723 0.003986381878774853 0.0038220636029224187 0.017707797857876646 0.017098461820923942 0.016475459729214492
leaf_weight=2.3794571906328192 6.6971441768109816 3.7508294731378546 733.51927391439676 46.386018693447113 35.555780418217182 59.856458842754364 1456.2549843192101 369.93511897698045 12.38825508952141 5.2542661279439917 12.600967884063719 2.7478284239768973 1.7633591592311861 1.3774428218603132 10.176542326807974 2.6167326718568802 1.1730250418186177 1.3324810788035391 1.2046213895082472 1.4262764826416967
leaf_count=15 84 19 4267 291 222 308 7547 2804 100 35 68 24 17 15 79 14 14 11 12 18
internal_value=-0.00018858 -0.000255603 -0.000348783 0.000714947 -0.00384394 0.0011858 -0.000856871 -0.000909776 0.00563982 0.00701689 0.00304437 0.0102141 0.00299866 -0.00771042 0.0134501 0.014316 0.0152855 0.0167417 0.0165787 0.0168491
internal_weight=2768.4 2750.67 2707.88 875.318 81.9418 793.376 1832.56 1826.19 42.7995 40.42 24.9892 17.7222 7.31491 4.12527 15.4308 6.36756 10.4073 9.23425 7.90177 3.18964
internal_count=15964 15769 15472 5088 513 4575 10384 10351 297 282 168 195 74 39 114 33 121 107 96 35
is_linear=0
shrinkage=0.0149824
Tree=225
num_leaves=20
num_cat=0
split_feature=144 144 130 118 55 104 104 31 36 36 132 4 40 31 89 31 77 7 53
split_gain=5.68172 7.17687 10.0044 10.2746 11.9097 6.32885 6.88298 11.1641 5.73166 6.8143 6.23849 5.64184 6.08463 5.09997 4.40982 5.36296 1.81595 1.53381 0.0335314
threshold=0.015650000000000001 0.014250000000000002 1.9500000000000002 1.3665 1.4450000000000001 0.81950000000000001 0.65950000000000009 0.13240163615114922 9.8100000000000023 9.5950000000000006 4.0555000000000012 1387.8317812856515 1.5750000000000004 0.18454070201643016 0.89000000000000012 0.45830115830115831 0.65476190476190488 29.908332976991009 2.4850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 11 -8 9 10 -1 -2 -13 16 15 -10 -7 -4 -18
right_child=5 2 17 -5 -6 13 7 -9 14 -11 -12 12 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.00028299973201717553 -0.014886039035169015 -0.029474586271316473 0.018413562371134645 -0.036992355207634366 0.0068936799007620567 0.0062479074316585722 -0.034422737090564863 0.0040504841732544438 0.006891281419726873 -0.020258108428676043 -0.022429206087556934 0.013715441465226351 0.0016393509435825345 -0.0058224324087857394 -0.019866951479892637 -0.014270628916248342 0.018204489865745372 -0.00078954424582030247 0.020303239308559134
leaf_weight=2617.714295681566 3.5678230486810198 3.3544681966304797 2.3297005593776698 3.8897365257143965 5.0854001045227051 3.5414185523986843 2.980363853275775 3.9196327105164528 44.972023513168097 3.8484869152307501 2.858333319425582 12.418970096856354 38.095262713730335 3.0410549938678733 1.573178507387637 2.8590450361371031 8.5784049108624441 1.5580717921257017 2.1371272653341284
leaf_count=14851 27 20 17 23 25 24 16 25 406 27 19 94 239 21 11 31 63 13 12
internal_value=-0.00018572 -0.000301506 -0.0102383 -0.0168461 -0.00756111 0.00379321 0.00152431 -0.0125676 -0.000241238 -0.000336412 -0.000307155 0.00332222 0.00460827 0.0117919 0.00481455 0.00562635 0.0155491 0.0107177 0.0186231
internal_weight=2768.32 2690.04 16.2174 12.3296 8.43987 78.2801 60.9821 6.9 2673.83 2624.42 2620.57 54.0821 50.5142 17.298 49.4042 47.8311 14.257 3.88777 10.7155
internal_count=15964 15443 98 68 45 521 401 41 15345 14897 14870 360 333 120 448 437 99 30 75
is_linear=0
shrinkage=0.0149824
Tree=226
num_leaves=24
num_cat=0
split_feature=86 6 93 38 110 22 85 118 132 111 35 143 133 1 4 142 46 30 93 110 51 101 45
split_gain=8.41937 6.54894 6.57396 11.5834 7.46058 6.9168 9.63696 6.55392 6.3933 6.0349 10.4458 4.98979 3.11366 2.80559 2.52837 5.79336 8.45021 1.15388 0.625878 0.599216 0.00745366 0.00200827 0.00172577
threshold=3.7370689655172415 1466.0889274047354 26.550000000000004 0.22617409408304454 25.750000000000004 0.61250000000000016 0.45651821862348174 2.9000000000000004 4.0555000000000012 7.4500000000000011 2.7050000000000005 -0.53549999999999998 3.1055000000000006 1298.7337846152589 1519.1094294923621 0.19500000000000003 2.7850000000000006 0.2440442427680091 23.550000000000004 6.3500000000000005 1.2250000000000003 0.90000000000000013 1.0550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 7 -5 8 -7 -4 -3 12 -11 -12 17 -14 18 16 -16 -1 20 22 21 -2 -17
right_child=14 2 3 4 -6 6 -8 -9 -10 10 11 -13 13 -15 15 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.019124035835582205 0.017143786586113711 -0.00075146037561296837 0.011806352638975956 0.001571346941036799 -0.011171552642289735 0.0020041981620796557 -0.025854038135633056 -0.0055390163613838871 -0.023500968823580458 -0.028838639393399586 -0.001508881962385433 0.012233374225756139 0.010609471908558675 -0.01735529469100958 -0.03417615200388649 0.016473578124089828 0.016510772623811319 0.0085387648992172761 0.0058798183922163282 0.0044225890064417597 0.017741869385288257 0.016497241818215519 0.01712420964909997
leaf_weight=9.2172636389732343 1.3939262777566925 2293.8301052749157 36.020695336163044 79.912050276994705 11.841526318341492 275.42744719237089 2.8158409148454657 5.6579120606183997 2.7762871012091628 2.3612075001001385 14.380476012825968 10.094171054661272 2.2079126425087447 1.2676524519920347 1.7234918549656861 2.1424669399857525 1.291568376123905 3.0855376571416846 1.3542344383895386 1.1526726968586443 1.7385984510183332 5.1324135139584541 1.6525190845131872
leaf_count=65 13 13037 275 500 77 1508 15 42 18 12 96 64 23 13 15 27 16 24 17 13 14 64 16
internal_value=-0.000182886 -0.00024894 -0.000340638 0.00290196 -7.32277e-05 -0.000508674 0.00172227 0.0094517 -0.000778962 0.00557878 0.00125551 0.00415889 0.0129318 0.000409749 0.010152 0.00390732 -0.0124633 0.0164693 0.0153212 0.0138835 0.0168682 0.0166354 0.016757
internal_weight=2768.48 2750.9 2708.28 133.432 91.7536 2574.85 278.243 41.6786 2296.61 42.6142 26.8359 24.4746 15.7784 3.47557 17.5819 7.96272 3.01506 12.3028 9.61917 4.94766 8.26494 6.52634 3.79499
internal_count=15964 15769 15472 894 577 14578 1523 317 13055 297 172 160 125 36 195 87 31 89 108 56 91 77 43
is_linear=0
shrinkage=0.0149824
Tree=227
num_leaves=25
num_cat=0
split_feature=86 6 94 148 98 143 84 6 117 111 77 46 98 90 90 8 29 102 41 95 51 45 103 126
split_gain=8.23698 6.37591 6.30479 8.1187 9.73625 7.85209 11.3058 7.30772 6.24887 5.92527 10.6287 9.13477 4.28106 2.45722 4.4087 6.72914 2.44828 2.44511 0.709011 0.704318 0.112191 0.00334889 0.00264934 0.000989829
threshold=3.7370689655172415 1466.0889274047354 19.050000000000004 0.26335666023166027 0.89181286549707617 0.73550000000000015 0.042500000000000003 1551.1592774850051 0.87500000000000011 7.4500000000000011 0.79285714285714304 3.2950000000000004 0.73205128205128212 -0.12249999999999993 -0.23874999999999999 1.591666666666667 2.9500000000000006 0.31150000000000005 2.1950000000000007 8.25 1.2250000000000003 1.1450000000000002 0.74950000000000017 1.0500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 4 -4 7 -7 -3 -5 16 11 -11 -12 14 18 -16 17 -1 22 21 -18 23 -2 -15
right_child=13 2 3 8 -6 6 -8 -9 -10 10 12 -13 -14 19 15 -17 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0011862226531233167 0.017368590488861871 -0.00040253710487750822 -0.00010189899448928101 0.0032891940589099907 -0.012476127428003882 -0.0021223211164978868 -0.013281314697677385 0.016635162336760188 -0.0028155311179021429 -0.03915835757621583 0.0093641861318900441 0.0035701382196513067 -0.0056457323970593174 0.016916780386190964 0.0091344167965123225 -0.033966497744416548 0.018102453167738841 0.017944679628388485 0.003155857983456314 0.0041593929926127789 0.022327497012694944 0.017318867008096074 0.016522953581024201 0.01644385774144929
leaf_weight=5.3223242722451669 1.541316479444504 1451.0589255429804 519.59064754098654 297.76437308639288 14.676199272274969 355.19140547513962 21.621040135622025 5.6730209961533538 43.084406495094299 2.4646703600883511 16.531272083520893 2.0633305162191391 5.7485835328698149 1.2505618706345538 1.9084021970629721 1.4166941642761228 5.3251366540789595 3.0882689729332924 1.1187928281724451 1.1480789743363846 1.9202304333448408 1.4729034230113027 1.8575490005314348 5.7226539812982082
leaf_count=49 14 8173 3150 1617 77 2053 122 36 244 13 109 16 34 13 20 11 42 25 14 14 9 13 23 73
internal_value=-0.000180099 -0.000245159 -0.000335468 0.000710822 -0.000441817 -0.000834842 -0.00276261 -0.000336186 0.00251754 0.0055154 0.00123844 -0.0196878 0.00549137 0.0100849 0.00386416 -0.00922932 0.0128389 0.00733976 0.0135013 0.0151699 0.0192223 0.0166666 0.0169066 0.0165287
internal_weight=2768.56 2751.12 2708.66 875.116 534.267 1833.54 376.812 1456.73 340.849 42.4638 26.8079 4.528 22.2799 17.437 7.84275 3.3251 15.656 8.41059 4.51766 9.5942 7.24537 8.44612 3.39887 6.97322
internal_count=15964 15769 15472 5088 3227 10384 2175 8209 1861 297 172 29 143 195 82 31 125 74 51 113 51 99 37 86
is_linear=0
shrinkage=0.0149824
Tree=228
num_leaves=21
num_cat=0
split_feature=86 6 121 120 4 99 142 27 92 123 132 29 109 145 120 10 123 53 53 44
split_gain=8.0596 6.20869 5.89048 6.2793 10.382 5.7123 10.2606 12.2314 9.22613 6.95861 6.24347 4.19171 2.96457 2.87831 5.0771 3.55023 0.773129 0.00551154 0.00246248 0.00133898
threshold=3.7370689655172415 1466.0889274047354 0.68350000000000011 0.95000000000000007 1437.1868534720518 0.53589743589743599 1.3390000000000002 0.49292857142857144 0.80125000000000013 1.0515000000000001 3.2360000000000002 5.5277777777777786 1.5000000000000002 0.54625000000000012 2.1835000000000004 0.96666666666666667 1.9200000000000002 2.5450000000000004 2.3850000000000002 10.125000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -3 9 -7 -8 -10 -5 16 15 -15 17 19 -17 -2
right_child=13 5 3 12 -6 8 10 -9 11 -11 -12 -13 -14 14 -16 18 -18 -19 -20 -21
leaf_value=-0.017343712367225761 0.016436394236735832 0.0032945304278489971 -0.023400058762637968 0.011837453030797055 0.012618808654612608 0.00061163800739677358 0.008257156928976989 -0.001297731651398498 0.016510893079456329 -0.0013291225538439343 -0.0094953456116866897 -0.0051589365481910449 0.00047560575229148625 -0.0093688137246969293 -0.0220666773723887 0.016404352636977305 0.0036813250773096817 0.017586462125040447 0.017186615661555587 0.016995431348128791
leaf_weight=2.3997751474380484 6.4937724731862563 199.60700184851885 3.6872187107801428 26.304965410381556 3.5027310401201248 574.95964625477791 54.959196530282497 374.37883068993688 9.9462257102131826 1487.8859619610012 4.8385015651583663 2.5092387199401847 6.4114177674055091 1.6521245837211598 1.4692772366106508 2.6810706965625286 1.1617427021265019 1.2804255634546278 1.3901972025632856 1.1614255011081693
leaf_count=15 84 1094 20 200 18 3041 378 2530 63 8313 36 17 44 14 12 35 14 11 13 12
internal_value=-0.000177353 -0.000241433 0.00545384 0.00682478 -0.00585275 -0.000330373 0.000914558 0.000299255 -0.000710566 -0.000788191 0.00682072 0.0121454 0.00961088 0.0100198 0.00277692 0.0091547 0.0151791 0.016674 0.0166716 0.0165213
internal_weight=2768.68 2751.39 42.3061 39.9063 7.18995 2709.08 633.784 573.986 2075.3 2062.85 59.7977 12.4555 32.7164 17.29 7.19267 5.72339 10.0974 8.93562 4.07127 7.6552
internal_count=15964 15769 297 282 38 15472 4038 3624 11434 11354 414 80 244 195 74 62 121 107 48 96
is_linear=0
shrinkage=0.0149824
Tree=229
num_leaves=20
num_cat=0
split_feature=86 6 93 91 8 22 85 9 6 143 144 144 109 44 23 126 51 10 53
split_gain=7.88553 6.04526 6.35765 10.7768 8.20782 6.69083 9.27787 5.65111 7.22456 5.40762 3.87461 7.22941 2.935 6.20106 3.58577 0.848202 0.00651379 0.00142456 0.00109753
threshold=3.7370689655172415 1466.0889274047354 26.550000000000004 0.33375000000000005 1.3095238095238098 0.61250000000000016 0.45651821862348174 0.79285714285714304 1462.4292015484057 0.73550000000000015 -0.00034999999999999994 -0.0017499999999999996 1.5000000000000002 7.5150000000000006 1.4500000000000002 2.3875000000000006 1.2750000000000001 0.86190476190476206 2.2050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 9 -7 8 -1 -3 11 18 14 -14 -9 16 17 -12 -2
right_child=10 2 3 -5 -6 6 -8 12 -10 -11 15 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.021303200616050341 0.016314920367919403 -0.00037283505886935797 -0.0025280135792932301 -0.024964478224535163 0.005860397846342384 0.0019828180835279145 -0.025217646581123011 -0.0023009954810721692 0.010101194564926823 -0.0021345632566355764 0.017007748721823736 -0.015809349568589141 -0.011945091149456825 0.01904022405870763 0.012087940526724341 0.0027916037921496889 0.017553358094065861 0.016445206250452201 0.016897530353341818
leaf_weight=3.6821177229285231 1.8859665505588057 1798.4801232293248 36.320743188261986 3.0515768676996222 93.814837910234928 275.23618771880865 2.8439255580306044 4.6235883086919811 2.9711776152253151 499.78761421889067 1.2144114151597003 3.0766670331358936 4.2498545721173278 2.2005005404353142 24.424029346555471 1.092677567154168 1.690638244152068 6.9465290680527687 1.2382773384451864
leaf_count=26 26 10158 220 19 655 1508 15 27 19 2897 12 27 29 14 182 14 14 89 13
internal_value=-0.000174649 -0.000237762 -0.00032535 0.00286658 0.0035192 -0.00049036 0.00170464 0.00539253 -0.00727888 -0.000755945 0.00995458 0.000492435 0.00776751 -0.0013746 0.00979761 0.0153157 0.0167048 0.016529 0.016546
internal_weight=2768.83 2751.69 2709.54 133.187 130.136 2576.35 278.08 42.1513 6.6533 2298.27 17.1452 6.20091 35.498 6.45036 29.0476 10.9443 9.85158 8.16094 3.12424
internal_count=15964 15769 15472 894 875 14578 1523 297 45 13055 195 66 252 43 209 129 115 101 39
is_linear=0
shrinkage=0.0149824
Tree=230
num_leaves=26
num_cat=0
split_feature=6 111 9 46 27 99 29 39 29 84 38 99 27 123 114 28 85 123 147 134 46 38 2 141 150
split_gain=5.95407 5.92745 9.95168 8.47269 5.71658 10.4354 7.63449 10.4385 9.54981 7.53649 8.95489 5.89014 10.1344 9.93592 8.27062 7.184 8.64917 7.09553 5.43524 4.35989 4.12861 3.13991 1.92162 0.567766 0.0314722
threshold=1466.0889274047354 7.4500000000000011 0.79285714285714304 3.2950000000000004 0.56816666666666682 0.78416149068322993 3.2111111111111117 0.33595907921140628 4.2678571428571432 0.036885964912280654 0.2738801607089047 0.53589743589743599 0.49292857142857144 2.1145000000000005 0.45000000000000007 0.70714285714285718 0.041481481481481355 1.0250000000000001 0.41111655002225012 -0.30549999999999994 2.4250000000000003 0.16991273474454296 58.12184481616908 -1.9309999999999998 0.51736867541544307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 -3 11 6 7 -6 -8 18 -11 12 14 -14 -2 16 -13 -17 -7 24 -21 -1 -23 -24 -4
right_child=4 2 19 -5 5 9 8 -9 -10 10 -12 15 13 -15 -16 17 -18 -19 -20 20 -22 22 23 -25 -26
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leaf_weight=1.985841393470763 22.816111091524363 2.5233289897441891 2.1704737991094616 2.0610794052481651 7.0465709045529348 6.8338363692164412 36.379927527159452 3.8029526695609093 182.97876378148794 10.879130229353907 5.759761966764926 11.136243373155592 328.83100915700197 58.148829974234104 187.71154714375734 425.79073898494244 2.5353252142667762 1357.7210135124624 78.253703031688929 4.9690291956067112 12.884425833821295 1.3967345915734757 1.971924126148221 10.305427998304367 2.0229951590299606
leaf_count=18 116 13 12 16 39 36 201 19 1112 66 29 65 2145 533 1048 2263 18 7553 421 30 84 9 20 81 17
internal_value=-0.000171991 0.00540654 0.00110536 -0.0189793 -0.000258517 0.0015841 0.00335 -0.00891824 0.00395679 -0.00241215 -0.011634 -0.000513927 0.000774748 -0.000664442 0.00342019 -0.000942371 -0.0117616 -0.000859436 -0.000608807 0.00528174 0.00205271 0.0127211 0.0152778 0.0171722 0.0190291
internal_weight=2768.92 42.2913 26.6313 4.58441 2726.63 331.935 230.208 10.8495 219.359 101.726 16.6389 2394.69 597.507 386.98 210.528 1797.18 13.6716 1783.51 85.0875 22.0469 17.8535 15.6599 13.6741 12.2774 4.19347
internal_count=15964 300 172 29 15664 1923 1371 58 1313 552 95 13741 3842 2678 1164 9899 83 9816 457 143 114 128 110 101 29
is_linear=0
shrinkage=0.0149824
Tree=231
num_leaves=25
num_cat=0
split_feature=92 135 5 0 145 136 27 30 126 136 79 86 9 106 89 136 6 142 31 48 0 56 106 135
split_gain=7.88179 7.21775 12.4752 8.41564 6.79517 6.35648 8.29537 8.67472 6.4112 11.6102 9.15865 6.69219 7.58424 6.57264 6.31401 6.23836 9.04185 8.56849 6.1797 3.39391 6.34072 2.31208 1.93014 0.266892
threshold=0.24874999999999997 -0.69449999999999978 1481.9703486673575 1629.250279867822 0.16135000000000002 2.8500000000000001 0.4835416666666667 0.20851449275362319 0.61250000000000016 3.7500000000000004 3.1804795043763412 3.4023809523809527 2.1083333333333338 0.95450000000000013 0.83000000000000007 3.1500000000000008 1499.9152280779813 -0.47149999999999997 0.1734013605442177 2.0850000000000004 1588.9743749368286 1.8950000000000002 0.8590000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 14 21 6 7 18 9 -7 -11 13 -13 -10 -4 16 -6 -17 -1 22 -21 23 -8 -3
right_child=1 4 3 -5 15 8 19 -9 11 10 -12 12 -14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.0043509455361196965 -0.048664144564263427 0.014308178414927016 0.010050520780158443 -0.027545970605046564 -0.012744260248407727 -0.027085378909891294 0.016893377021729977 -0.027954565353550592 -9.241090077938876e-05 -0.0041231236507791851 0.012951767135628687 0.0080844752001812768 -0.0057787816353065064 -0.0036732556455153155 -0.016137829209006464 0.0078222789019311012 0.0061426355632393089 0.0014848103215037598 0.018658642613497908 -0.020066083302464559 0.017257474158931918 0.0025412348039304143 0.0031504164816057579 0.020161139658458536
leaf_weight=8.7799711450934392 1.5184512138366688 2.5238306894898406 7.4480231553316099 2.564360298216342 13.905564434826376 4.6406523510813704 14.822441935539251 2.5196137055754653 2146.6029550395906 95.223035652190447 7.6153367944061747 41.396791152656078 11.269632954150437 121.57850762456656 2.8601493835449219 63.471978541463614 9.6302627474069578 195.0568071231246 3.7344549372792235 1.9366889670491207 2.1626169085502625 2.771711751818656 2.7140261381864539 5.697764813899993
leaf_count=52 8 15 45 17 87 25 97 16 12189 473 55 386 92 678 16 393 59 1169 25 14 20 19 16 32
internal_value=4.81946e-05 0.00231015 -0.00804906 -0.003258 0.00281885 -0.00023393 0.00595735 -0.00259121 -0.000327423 -0.00390475 -0.0028587 -0.000161756 0.005118 -0.000284351 0.00278417 0.00236845 -0.00501622 0.00304074 0.00251541 0.0118975 -0.000375797 0.014375 0.0147665 0.0183645
internal_weight=2772.45 307.449 14.391 12.8725 293.058 2465 36.6698 15.034 2428.33 107.479 102.838 2320.85 52.6664 2268.18 10.3082 282.065 23.5358 258.529 12.5144 21.6358 4.09931 10.9933 17.5365 8.2216
internal_count=15998 1860 86 78 1774 14138 240 93 13898 553 528 13345 478 12867 61 1708 146 1562 77 147 34 66 113 47
is_linear=0
shrinkage=0.0149824
Tree=232
num_leaves=26
num_cat=0
split_feature=92 35 22 145 147 7 107 145 92 8 5 42 5 42 127 39 148 130 53 132 49 55 134 56 79
split_gain=7.65666 7.30663 6.85573 10.2723 7.9231 10.3324 7.76031 7.45246 5.59777 7.07172 7.82509 5.43816 6.26261 5.31579 12.642 11.6271 4.97273 3.57455 7.75026 3.7516 3.1596 8.04766 0.867251 0.533372 0.0170412
threshold=0.24874999999999997 7.0850000000000009 0.30785714285714288 0.91045000000000009 0.44470944031850551 41.132038484813854 0.90450000000000019 0.76600000000000013 0.23333333333333336 2.3095238095238098 1494.250309912374 7.8150000000000004 1519.1677254213901 3.0850000000000004 2.9500000000000006 0.1198556163692447 0.26528267397832622 2.1835000000000004 2.2250000000000005 0.68350000000000011 1.4750000000000003 1.7650000000000003 -0.1055 1.7450000000000003 2.8477419616417294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 7 -6 11 -2 13 10 -10 12 -4 15 -15 -1 20 19 -19 -8 22 -22 -3 -5 -13
right_child=2 16 6 23 5 -7 17 -9 9 -11 -12 24 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26
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leaf_weight=4.8447032794356337 31.78201674669981 3.4465276636183289 151.84078190848231 3.8950233012437812 44.524074111133814 4.5091745257377616 3.1639180406928125 5.4763618335127822 4.4598840102553394 1.8744645789265622 9.822296414524315 2.1145581156015387 28.187899619340897 1330.9512356482446 6.0626888871192923 1083.4072250798345 1.7359540835022915 3.4906414076685897 2.0795927420258522 20.68522921949625 1.7377256974577884 6.5478289946913719 10.213184256106617 2.1751788705587387 3.1679883077740669
leaf_count=30 187 42 894 20 278 34 17 28 26 14 54 14 178 7372 55 6326 15 27 12 121 17 63 124 15 35
internal_value=4.75304e-05 -0.000230381 0.00227839 -0.00113491 -0.00246012 -0.00641753 0.00374654 0.00274796 -0.000310715 -0.00910035 -0.0126913 0.00261169 0.00217204 -0.00025216 0.000380662 -0.00102964 0.00805173 0.0108949 8.86744e-05 0.0134188 0.0099827 0.0026833 0.0144103 0.0177038 0.0175949
internal_weight=2772.2 2465.1 307.092 92.3618 86.2916 49.0332 214.731 37.2584 2441.42 16.1566 14.2822 185.311 180.029 2425.27 1337.01 1088.25 23.6812 29.4194 5.57023 23.8491 21.9453 8.28555 13.6597 6.0702 5.28255
internal_count=15998 14138 1860 562 527 312 1298 215 13877 94 80 1121 1072 13783 7427 6356 261 177 39 138 246 80 166 35 49
is_linear=0
shrinkage=0.0149824
Tree=233
num_leaves=25
num_cat=0
split_feature=36 31 92 85 86 85 126 107 31 31 127 124 142 86 106 77 130 26 4 110 93 41 26 31
split_gain=7.68084 7.95715 6.61671 10.9723 7.8704 8.26937 6.99968 6.67878 13.4539 8.03096 6.42174 6.03877 5.94061 5.94018 6.28662 6.23503 5.72898 5.00315 5.43914 4.70406 7.78911 4.90868 4.57966 1.78776
threshold=9.8100000000000023 0.09786409242930981 0.24874999999999997 0.39666666666666667 2.9325757575757581 0.54060606060606065 0.61250000000000016 0.90450000000000019 0.080552465702632511 0.20743212149102622 0.61250000000000016 0.90000000000000013 0.19500000000000003 3.4023809523809527 0.95450000000000013 2.1083333333333338 1.1835000000000002 0.50211111111111129 1499.9863979603645 5.4500000000000011 15.900000000000002 3.8200000000000007 0.62050000000000016 0.25463121783876502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 6 7 -5 -6 10 9 -9 -4 16 -12 17 14 -8 -15 -1 -2 -19 21 -21 23 -22 -3
right_child=1 19 3 4 5 -7 13 8 -10 -11 11 -13 -14 15 -16 -17 -18 18 -20 20 22 -23 -24 -25
leaf_value=-0.0031440345529510877 -0.019553919326106631 0.016520712829849814 0.0030028947455753119 -0.02673931304743897 -0.021656411234854143 0.017692334333604239 -8.4916407788013817e-05 -0.018665268713433016 0.01148905931818296 -0.0038483135956181168 -0.0021314264519015371 -0.018877875933886266 -0.031925059796314131 0.007597582813490409 -0.0035930712363347419 -0.0047853546639747262 -0.028087009940009743 0.017795670115835806 -0.014133635725972397 -0.02127132783325349 0.0098760356371671559 -0.01479660255344576 -0.0077564935367130062 0.0071021497899859164
leaf_weight=3.7847834378480893 2.3551034554839116 17.456797141581781 201.46057181432843 4.9826761931180936 2.1708627864718437 2.6775187104940414 2143.4483446255326 3.6864885315299025 33.527303121984005 47.451565846800804 88.529579102993011 5.112650290131568 1.7601334750652311 40.755632106214762 121.14294218271971 11.761597178876398 4.5542521253228188 3.4473757892847061 1.8350832015275953 2.6179981008172062 15.885575443506243 1.3998891375958908 4.1755773201584807 6.1061977334320536
leaf_count=17 17 167 1163 25 14 22 12063 19 202 314 442 25 12 377 672 96 21 29 13 19 142 18 40 69
internal_value=4.68755e-05 0.00548791 -6.7434e-05 0.00204715 -0.0135159 7.391e-05 -0.000326137 0.00258188 0.00850189 0.00169681 -0.00416769 -0.00304575 -0.00711163 -0.000157061 -0.000272583 0.00482434 -0.0167664 -0.0013931 0.00670367 0.00797326 0.00303405 0.0124606 0.00620595 0.01408
internal_weight=2772.09 57.0397 2715.05 295.957 9.83106 4.84838 2419.09 286.126 37.2138 248.912 101.981 93.6422 9.3977 2317.11 2264.59 52.5172 8.33904 7.63756 5.28246 47.642 22.6792 24.9629 20.0612 23.563
internal_count=15998 526 15472 1759 61 36 13713 1698 221 1477 505 467 71 13208 12735 473 38 59 42 455 201 254 182 236
is_linear=0
shrinkage=0.0149824
Tree=234
num_leaves=25
num_cat=0
split_feature=36 31 52 144 52 99 0 11 98 86 37 15 121 101 115 110 98 121 135 31 48 79 111 144
split_gain=7.48778 7.75749 6.6161 8.99982 8.37963 15.4014 11.9818 6.93043 6.7582 6.17856 8.71085 6.1439 5.42702 9.80878 4.84 6.31428 6.63565 4.64216 2.9587 2.4702 2.28985 3.6007 1.53063 0.571415
threshold=9.8100000000000023 0.09786409242930981 3.8350000000000004 -0.0010499999999999999 3.6850000000000005 0.77525252525252542 1525.2106485119523 1.2583333333333335 0.64852941176470602 2.6698717948717952 0.27958017463911311 0.90000000000000013 1.0500000000000003 0.55000000000000016 1.0500000000000003 5.4500000000000011 0.53589743589743599 0.89450000000000018 0.18900000000000003 0.24747371644380931 3.2850000000000006 2.8477419616417294 8.8500000000000032 0.021550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 8 9 7 -7 -6 -4 11 -11 -1 13 -2 20 18 -17 -5 -16 -19 23 -22 -14 -3
right_child=1 14 3 17 5 6 -8 -9 -10 10 -12 -13 22 -15 15 16 -18 19 -20 -21 21 -23 -24 -25
leaf_value=-0.00087120638347903587 0.0014068714537380069 0.017238341755020509 0.0030885672819840168 -0.010730990384678717 -0.01866486851923908 -0.0010701612170905051 -0.051574907235971648 0.0061256641613508375 -0.037278141791692074 -0.0036695513998588288 0.0022424067925926124 0.00096936738920869105 0.017753691148666203 -0.036730054178313154 0.014544097562746274 -0.025944570338100711 0.0015040569918165275 0.014203112381047257 7.0267659091660613e-05 -0.0023672864940869286 -0.017250538341410621 0.016699835966389284 -0.002834757072133192 0.007307879067536765
leaf_weight=1645.2030956931412 3.4605425968766195 13.795456867665054 2.1626044660806687 2.1091028228402164 3.6964332088828113 1.6203153505921353 3.0191927440464497 8.0308969989418966 1.634711258113384 64.54692554473877 419.78499130532146 540.95587567985058 1.8197277411818507 2.6910987794399261 11.470181919634344 2.4088974148035041 11.025791667401789 19.97140442579985 4.381185393780469 2.2465809732675543 1.2594746574759477 1.5819968245923517 1.4615688621997831 1.4361559227108944
leaf_count=8780 24 134 22 18 30 14 24 72 13 416 2753 3125 15 19 121 21 93 186 44 19 11 19 13 12
internal_value=4.62313e-05 0.00543039 -6.63948e-05 0.00716262 -0.000142064 -0.0108298 -0.0339366 -0.00168829 -0.0142891 -7.65612e-05 0.00145452 -0.000415764 -0.00697686 -0.0152766 0.00790166 0.00413905 -0.00341764 0.0105111 0.0105437 0.0125276 0.0139987 0.0016514 0.00858314 0.016302
internal_weight=2771.77 56.7921 2714.98 28.1244 2686.86 16.3668 4.63951 11.7273 3.79732 2670.49 484.332 2186.16 9.43294 6.15164 47.3591 29.2861 13.4347 24.3271 15.8514 22.218 18.0731 2.84147 3.2813 15.2316
internal_count=15998 526 15472 258 15214 140 38 102 35 15074 3169 11905 71 43 455 279 114 223 165 205 176 30 28 146
is_linear=0
shrinkage=0.0149824
Tree=235
num_leaves=25
num_cat=0
split_feature=34 132 109 103 118 121 123 41 99 39 151 36 14 137 115 115 146 137 148 78 10 14 123 147
split_gain=7.34186 10.4763 8.55463 9.46175 12.806 7.44007 13.106 7.67304 7.18327 7.06948 8.03366 6.71252 6.7795 8.3657 6.5061 6.81842 7.14954 5.6667 5.49073 6.07095 5.22219 7.03094 4.7173 4.60718
threshold=2.8350000000000004 0.84500000000000008 1.5000000000000002 1.3335000000000001 1.6335000000000004 1.8820000000000003 1.4335000000000002 1.7950000000000002 0.7947368421052633 0.42737264099363187 0.92500000000000016 9.8100000000000023 0.29166666666666669 6.8500000000000005 2.2680000000000002 0.41450000000000004 0.0018500000000000003 3.2500000000000004 0.26528267397832622 2.2321428571428577 2.6904761904761911 0.63333333333333341 0.90450000000000019 0.44257673405726733
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 14 5 4 -4 7 -7 -3 -5 11 -11 12 13 -1 15 -2 -17 -14 22 -20 23 -22 -13 -12
right_child=1 2 3 8 -6 6 -8 -9 -10 10 20 18 17 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25
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leaf_weight=22.72653366625309 4.3107072561979285 34.194983035326004 70.941333919763565 84.404860142618418 9.6052427403628808 3.0251870080828658 62.576764754951 126.41937354952097 2.7134096622467032 2.3140290379524222 6.0786519721150425 16.797233775258064 151.87430243939161 37.904959730803967 4.3932905569672576 29.165176168084145 3.1195543408393851 2031.582878112793 5.1710269376635543 1.8189615048468111 1.9612108170986164 3.2101627886295319 32.759468298405409 22.377065889537334
leaf_count=112 20 162 375 528 56 16 441 724 16 15 36 151 854 193 23 145 17 11541 37 14 14 25 324 159
internal_value=4.56065e-05 -0.00174187 -0.000991709 -0.00355643 -0.00725792 0.000909185 -0.00334231 0.00264568 -0.000134154 0.000378282 0.00697173 0.000275277 0.000146812 0.00508859 -0.00895056 -0.00688236 -0.00451923 9.58625e-06 0.00537347 -0.00705749 0.00882989 -0.00501993 0.00712686 0.0113469
internal_weight=2771.45 434.87 393.881 167.665 80.5466 226.216 65.602 160.614 87.1183 2336.58 35.9411 2300.64 2244.09 60.6315 40.9887 36.5954 32.2847 2183.46 56.5467 6.98999 33.6271 5.17137 49.5567 28.4557
internal_count=15998 2523 2318 975 431 1343 457 886 544 13475 249 13226 12700 305 205 182 162 12395 526 51 234 39 475 195
is_linear=0
shrinkage=0.0149824
Tree=236
num_leaves=24
num_cat=0
split_feature=144 34 42 132 143 122 39 109 39 147 132 86 27 90 99 79 122 42 136 91 49 112 148
split_gain=7.21257 7.97534 12.1398 9.64638 13.6036 9.74588 8.54393 9.03999 8.28753 7.95511 7.82693 6.43052 9.9963 8.78283 5.8136 5.25293 4.36196 6.42906 9.07354 4.30604 3.94987 1.43618 0.0123439
threshold=0.015450000000000002 2.8350000000000004 2.5750000000000006 1.2930000000000004 1.4620000000000004 1.2425000000000004 0.4368698692474634 1.5000000000000002 0.42737264099363187 0.44738688411744465 0.78900000000000015 2.752551020408164 0.53267857142857145 -0.21624999999999991 0.6858552631578948 2.3358278562287156 2.2900000000000005 5.1050000000000013 6.9500000000000011 0.29416666666666669 1.2350000000000001 0.59050000000000014 0.17399267399267399
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 4 -4 -5 10 -8 11 14 -3 13 -13 -1 -10 -2 17 19 -19 -17 -11 22 -18
right_child=15 2 3 5 -6 -7 7 -9 9 20 -12 12 -14 -15 -16 16 21 18 -20 -21 -22 -23 -24
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leaf_weight=216.07715878635645 3.2760180830955496 2.8486655130982426 28.693541288375854 11.96316856890917 3.6182253807783118 5.8024183809757224 196.06111572682858 144.58572872728109 6.5884953290224058 2.6112693473696735 19.440558701753616 276.40965336933732 67.123715162277222 1680.6612502895296 3.9736649170517921 47.2644461132586 1.820337537676094 6.1373017802834493 5.4125482589006424 11.06135833263397 21.842738043516874 2.1062938719987869 5.8242788463830948
leaf_count=1165 14 15 125 54 15 26 1162 846 42 22 128 1864 491 9312 22 306 23 37 37 71 158 17 46
internal_value=4.49824e-05 -8.92436e-05 -0.00200461 -0.00891973 -0.00404386 -0.0177879 -0.00105048 -0.00163849 0.000258437 0.00749098 0.0079362 0.00014539 0.00203153 -0.000196223 -0.00337498 0.00439756 0.00516253 0.00385258 -0.00635995 0.0058749 0.0121842 0.0145497 0.0175678
internal_weight=2771.2 2688.3 413.013 50.0774 32.3118 17.7656 362.936 340.647 2275.29 35.0162 22.2892 2240.27 343.533 1896.74 10.5622 82.9026 79.6266 69.8757 11.5499 58.3258 24.454 9.75091 7.64462
internal_count=15998 15447 2371 220 140 80 2151 2008 13076 244 143 12832 2355 10477 64 551 537 451 74 377 180 86 69
is_linear=0
shrinkage=0.0149824
Tree=237
num_leaves=24
num_cat=0
split_feature=92 135 144 41 132 35 144 37 138 135 52 133 24 147 78 92 131 90 142 150 131 147 22
split_gain=7.12844 6.98364 7.93443 6.95578 7.28299 6.81607 6.78519 12.5035 11.382 7.69775 6.57251 6.56518 6.17253 5.84374 6.4759 7.33135 5.98518 7.57049 6.58114 4.70235 2.8592 6.63988 2.20714
threshold=0.24874999999999997 -0.69449999999999978 -0.0034499999999999995 2.0150000000000001 1.1340000000000001 7.0850000000000009 -0.0054499999999999991 0.52745828592994881 1.5000000000000002 0.38900000000000007 3.8350000000000004 2.2930000000000006 0.73214285714285732 0.40281214142283422 2.1083333333333338 0.65625000000000011 0.47200000000000003 0.10249999999999997 -0.47149999999999997 0.49487416709638937 0.56350000000000011 0.48101277279174859 0.41428571428571431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 8 -1 -9 12 -12 -8 14 15 -3 17 -15 -18 -7 21 -21 -22
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leaf_weight=3.0381938815116873 3.9274722263216981 19.498202644288547 2.6545137315988505 3.7391206100583076 4.0921428799629211 1.7573142796754861 1812.0632331371307 22.760502781718973 41.991790667176247 3.7806490138173094 21.041486956179146 3.6819192171096793 533.18725799396634 4.2215298935771015 4.3683366999030104 2.9654994383454314 62.541022051125765 13.406996812671421 184.61099543422461 1.547404147684577 17.420068901032213 1.296699710190296 1.2002902626991261
leaf_count=15 24 107 13 27 22 14 10066 150 247 27 199 32 3141 24 26 16 392 84 1125 17 205 14 11
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internal_weight=2770.79 306.026 14.4132 10.4858 6.74666 2464.77 2441.55 71.5711 45.03 26.5412 2369.97 24.7234 2345.25 291.613 26.832 22.4637 264.781 17.6285 247.152 23.2218 21.4645 2.8441 18.6204
internal_count=15998 1860 86 62 35 14138 13877 439 262 177 13438 231 13207 1774 149 123 1625 108 1517 261 247 31 216
is_linear=0
shrinkage=0.0149824
Tree=238
num_leaves=21
num_cat=0
split_feature=28 3 127 114 92 34 92 50 145 146 133 92 30 12 27 150 8 49 144 134
split_gain=7.7324 7.77678 8.54643 8.32418 7.54974 6.80996 6.38177 6.02232 5.99235 11.0264 10.1522 9.6449 6.4327 9.00334 6.93295 4.06172 2.64923 2.32033 1.79188 0.52541
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -4 -1 -6 12 11 -11 -10 13 -3 -14 -2 18 -5 -17 -20
right_child=15 8 3 17 7 -7 -8 -9 9 10 -12 -13 14 -15 -16 16 -18 -19 19 -21
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leaf_weight=145.151795335114 1.8259366601705576 17.817078948020935 402.09347413852811 9.8307621441781503 10.838787458837031 572.65809278190136 9.941994756460188 3.4257640093564978 384.58071250095963 6.2586972154676896 2.9237152524292469 3.1378819495439521 1066.2744139805436 27.168870702385902 74.729111820459366 3.1113455630838898 1.8912108242511738 4.7457650750875464 10.068125355988739 1.7658424451947201
leaf_count=761 10 95 2386 76 55 3132 53 22 2154 35 19 19 6395 133 447 24 14 26 85 16
internal_value=2.42018e-05 -4.1224e-05 0.000891435 0.000359053 0.00400141 0.000190994 0.00304206 0.0144321 -0.000723937 -0.00231744 -0.0185444 -0.00193313 -0.000190658 0.00536636 -0.000409753 0.00963546 0.0119373 0.0115974 0.0140514 0.0167115
internal_weight=2760.24 2741.58 1158.69 989.328 169.358 974.752 155.094 14.2646 1582.89 396.901 9.18241 387.719 1185.99 44.9859 1141 18.6625 16.8365 14.5765 14.9453 11.834
internal_count=15957 15808 6511 5620 891 5518 814 77 9297 2227 54 2173 7070 228 6842 149 139 102 125 101
is_linear=0
shrinkage=0.0149824
Tree=239
num_leaves=22
num_cat=0
split_feature=123 96 19 4 131 143 6 110 90 15 56 112 96 6 6 32 19 92 6 135 11
split_gain=7.50454 6.40467 9.46538 9.1634 11.934 10.2905 7.99809 9.68995 8.02094 7.31592 7.9469 7.06749 14.6281 6.70587 6.48962 5.86278 2.83578 4.34097 2.19138 0.505878 0.397671
threshold=2.7735000000000007 4.5000000000000009 3.5000000000000004 1532.3962512499138 0.61250000000000016 1.1035000000000001 1528.3755012731751 24.950000000000003 -0.3874999999999999 0.90000000000000013 1.885 0.22750000000000004 1.5000000000000002 1522.6865171875847 1531.4346073955037 1.0000000180025095e-35 1.0000000180025095e-35 -0.051249999999999941 1506.5260049766127 0.58900000000000008 0.86190476190476206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 5 -5 -4 11 8 -8 10 -3 13 -13 -1 -11 16 17 -2 -19 20 -18
right_child=15 2 3 4 -6 -7 7 -9 -10 14 -12 12 -14 -15 -16 -17 19 18 -20 -21 -22
leaf_value=0.00042044474028888007 -0.012889341190199789 3.8673509842915032e-05 0.005559868484171622 -0.018221533832587435 -0.0028359333225108987 -0.011926549944548327 -0.013714490682055252 -0.022136379163022017 0.0039795568338866945 0.0065954563652249982 0.0042727157152825926 -0.0074464601493958579 -0.0011011946451033091 -0.0052945196436558163 -0.0041630826514794462 -0.013182990886239063 0.0096571502188047501 0.017506559817544575 -0.0046533590897982558 0.007473692064292106 0.017667343604014393
leaf_weight=869.01377360895276 2.3748843222856522 380.47588568553329 47.608427405357361 12.824738904833792 96.240245636552572 8.9791232198476774 5.9843644723296157 3.4401456937193862 147.3726424947381 103.38767685741186 134.74626210331917 91.1742760874331 772.98225153237581 48.66936133056879 14.330019004642962 2.4843388721346846 1.6221052259206761 3.7649684697389665 1.3648301213979719 1.5768743529915799 9.7794357091188413
leaf_count=5003 20 2210 288 75 593 54 42 18 875 674 951 448 4137 279 96 26 13 38 13 16 88
internal_value=2.38777e-05 -4.76829e-05 0.00108149 -0.00210689 -0.0046451 0.00278518 -0.000512828 0.00273125 0.00328909 0.00191595 0.001146 -0.000798298 -0.00177066 0.000117351 0.0052858 0.00855236 0.0111886 0.00385756 0.0116107 0.0154277 0.0165278
internal_weight=2760.2 2737.23 798.592 165.653 109.065 56.5876 1938.64 156.797 153.357 632.94 515.222 1781.84 864.157 917.683 117.718 22.9674 20.4831 7.50468 5.1298 12.9784 11.4015
internal_count=15957 15743 4941 1010 668 342 10802 935 917 3931 3161 9867 4585 5282 770 214 188 71 51 117 101
is_linear=0
shrinkage=0.0149824
Tree=240
num_leaves=20
num_cat=0
split_feature=1 3 98 110 37 139 37 37 1 31 3 144 0 110 37 16 98 47 41
split_gain=6.83103 6.42597 6.666 15.9877 11.3709 11.182 8.11862 12.22 9.71595 6.19115 8.12389 7.42188 10.8629 8.61577 6.32505 5.61198 1.83424 0.0244742 0.00498793
threshold=1275.6928785473208 1489.7650938168874 0.81101190476190488 5.4500000000000011 0.36383392713335189 1.0000000180025095e-35 0.16669944508000398 0.27684375135140565 1711.1243541269648 0.096894559460760712 1712.4766795420662 0.00035000000000000005 1413.6462030493301 18.250000000000004 0.20109217308019883 1.0000000180025095e-35 0.9772727272727274 1.4550000000000003 2.4150000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 6 4 -4 -5 8 -8 -2 10 14 13 -13 -11 -3 -12 17 18 -1
right_child=1 9 3 5 -6 -7 7 -9 -10 11 15 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.017568835525179686 0.013307344650768289 0.020375193146220296 0.0039113912749227956 -0.0049116516784785203 -0.0024952172516746114 -0.021970157197105364 -0.0033634765358208489 0.0019785761476034864 -0.0075924280331950067 -0.0015880415127041982 -0.033461013864242363 -0.012269082695797989 0.0020756697173789271 0.0018557608809763038 -0.0029186631489480784 -0.0056771804992203729 -8.3773657727088057e-05 0.019251837041006952 0.016469615461673803
leaf_weight=2.8088226765394202 24.626145794987682 2.6548483967781058 125.73602288961411 58.011670589447021 123.04221095144749 10.132348351180552 111.45111943036318 698.80477204546332 6.26281614601612 845.37272369861603 3.2688665986061087 12.273403562605379 343.53115931153297 202.04681838676333 181.65860337391496 3.2587517127394676 1.621057756245136 1.9060968756675718 1.3975194022059438
leaf_count=24 172 15 659 287 627 49 643 4022 44 4979 17 71 2131 1215 942 17 13 12 18
internal_value=2.35706e-05 -1.59419e-05 0.000833438 -0.00101841 0.000742773 -0.00744809 0.00153117 0.00124377 0.00906986 -0.000633005 -0.00316487 -0.000288666 0.00158085 -0.000923733 -0.00258314 -0.0195907 0.0140849 0.0178425 0.0172037
internal_weight=2759.87 2752.13 1158.07 316.922 248.778 68.144 841.145 810.256 30.889 1594.07 190.841 1403.22 355.805 1047.42 184.313 6.52762 7.7335 6.11244 4.20634
internal_count=15957 15890 6503 1622 1286 336 4881 4665 216 9387 991 8396 2202 6194 957 34 67 54 42
is_linear=0
shrinkage=0.0149824
Tree=241
num_leaves=24
num_cat=0
split_feature=123 93 102 146 86 50 3 111 142 3 8 29 138 10 30 50 19 144 79 3 8 42 79
split_gain=7.28271 7.19196 9.789 12.2875 8.7125 8.63514 7.78316 10.0377 7.06026 8.23255 6.89292 6.81093 6.03419 4.01045 3.20479 8.10219 3.32075 3.88841 2.95339 0.633353 0.709383 0.320022 0.0334833
threshold=2.7735000000000007 19.050000000000004 2.1210000000000004 0.00035000000000000005 3.5577777777777784 1.5050000000000001 1496.4162725746257 31.150000000000002 0.045500000000000006 1621.7812232838708 3.4142857142857146 3.683333333333334 11.500000000000002 0.65476190476190488 0.22119639210347172 1.8250000000000004 1.0000000180025095e-35 0.00065000000000000008 3.3327687937062942 1518.681216347298 2.1083333333333338 2.2650000000000001 3.3327687937062942
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 11 6 -5 7 -1 9 -3 -8 -4 -10 -6 15 16 17 -2 -15 20 22 -18 -16
right_child=14 2 3 5 13 -7 10 -9 12 -11 -12 -13 -14 18 19 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=0.00037016517881534002 0.011801882855327047 0.00076026303574374039 0.018204170070095064 -0.015376962858920993 -0.0081828039582376739 0.003254230436596115 -0.0018560081846103931 -0.028410611939918909 0.0021764822638216633 -0.0059744084961295433 0.0074172807077386516 -0.0018782326851040933 0.0083394211853488279 0.013565481374073879 0.019309063383560802 -0.027450980145939514 0.017913455281165534 -0.016281383500040089 -0.0024167929001945908 0.0038107218798802737 0.0052432150010933076 0.01014997574168915 0.016712424465979366
leaf_weight=913.36936054751277 2.3113298900425452 334.64436069503427 5.6356889568269279 24.087039887905124 2.7703258916735676 7.2692744992673388 895.5800384990871 2.728228047490119 415.72702810168266 46.392359361052513 18.361611481755972 11.580345369875429 39.008129179477692 16.620393797755245 1.3215392082929591 1.6774766594171513 4.0392748340964317 2.1234673485159874 3.0756975002586833 1.1559157595038403 1.3028491586446751 1.6909556724131105 7.1701737977564335
leaf_count=4938 19 2014 42 139 21 63 4978 14 2576 291 149 79 238 170 8 16 32 17 31 13 15 14 80
internal_value=2.32609e-05 -4.69778e-05 0.00106462 -0.00547404 -0.00057763 -0.0110577 -0.000691474 0.000284452 0.00144463 -5.97037e-05 -0.0016697 0.00469578 0.00270515 0.0086957 0.00845711 0.00305485 0.00808911 -0.00164495 0.0110697 0.0142994 0.0155372 0.0156226 0.0171166
internal_weight=2759.64 2736.85 884.344 48.5723 1852.51 31.3563 1830.04 916.098 835.772 381.037 913.942 17.216 454.735 22.4664 22.793 11.8425 10.165 4.4348 19.6961 10.9505 9.79456 5.73023 8.49171
internal_count=15957 15743 5442 323 10301 202 10079 4952 5119 2305 5127 121 2814 222 214 98 82 36 201 116 103 46 88
is_linear=0
shrinkage=0.0149824
Tree=242
num_leaves=21
num_cat=0
split_feature=28 3 93 145 26 114 8 145 6 123 26 104 90 131 103 79 8 93 1 47
split_gain=7.55276 7.18238 7.81674 9.05471 8.28347 8.04506 6.78104 5.76416 12.0147 16.5381 8.76351 13.8217 10.4508 8.27185 5.3647 3.99213 2.61825 1.69602 3.46101 0.0512639
threshold=7.5277777777777786 1489.7650938168874 22.050000000000004 0.98895000000000011 0.62236111111111125 3.4165000000000005 0.51666666666666672 0.71185000000000009 1525.0158885066114 1.1465000000000003 0.46316666666666667 0.46950000000000003 -0.8308333333333332 1.3165000000000002 1.0215000000000003 2.6464528916198518 3.7416666666666671 7.0500000000000007 1504.8503678707687 1.5250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -4 10 13 -10 11 -3 -12 -9 -5 -2 17 18 -17 -19
right_child=15 7 4 14 -6 -7 -8 8 9 -11 12 -13 -14 -15 -16 16 -18 19 -20 -21
leaf_value=9.5836742630961116e-05 -0.011440178889380157 -0.0065551823826284269 -0.009876585314785408 0.020626099161041009 -0.023361184858023101 0.012517321470361623 0.0053259796035783191 -0.0027061448171496801 -0.0015383168380596098 -0.022894234896617186 -0.028219465392938872 0.00090591339163882613 0.00053056842614110226 0.0026610181116701478 -0.0025535452467713693 -0.0057281843424525809 -0.0047326199144113049 0.017311838580367896 0.018317176679896126 0.02019622416075301
leaf_weight=989.75765132158995 1.8317887336015726 112.24986070394516 6.9235375449061385 7.7844847813248617 2.421425223350524 11.844298139214514 135.09987488761544 280.77218890190125 18.553783386945724 14.501795858144758 2.8465372845530501 110.69561992585659 960.57276678457856 83.664855502545834 3.1474554911255836 2.4798739254474667 1.8928927481174458 7.7055132873356325 2.9327832758426666 1.6872278749942777
leaf_count=5476 10 577 38 44 14 83 839 1504 105 89 19 610 5864 529 17 19 14 74 22 10
internal_value=2.29626e-05 -4.14879e-05 0.000855877 0.000390744 0.00411638 0.000242726 0.00458486 -0.000696996 -0.00225847 -0.0109074 -0.000173822 -0.00285064 0.000445622 -0.00147399 0.0139524 0.00955601 0.0118593 0.0139806 0.00730053 0.01783
internal_weight=2759.37 2740.84 1156.98 1012.53 144.445 1001.6 142.023 1583.86 397.493 33.0556 1186.36 222.945 963.419 364.437 10.9319 18.5301 16.6983 14.8054 5.41266 9.39274
internal_count=15957 15808 6511 5620 891 5559 877 9297 2227 194 7070 1187 5883 2033 61 149 139 125 41 84
is_linear=0
shrinkage=0.0149824
Tree=243
num_leaves=21
num_cat=0
split_feature=28 3 127 104 104 4 137 138 144 5 104 89 137 115 134 79 85 9 146 37
split_gain=7.37994 6.96953 8.37232 10.8051 11.627 6.43349 10.1097 11.612 7.13347 8.83003 7.52996 6.01085 9.19714 8.49118 5.71162 3.90128 2.77397 2.07503 1.31746 0.686228
threshold=7.5277777777777786 1489.7650938168874 0.88200000000000012 0.83750000000000002 0.83350000000000002 1371.9354456392728 16.750000000000004 8.5000000000000018 0.00035000000000000005 1486.1593177893724 1.7575000000000001 0.69000000000000006 3.6500000000000008 0.9285000000000001 -1.0000000180025095e-35 2.6464528916198518 0.21484848484848482 0.59166666666666679 0.0022500000000000007 0.70752799420825918
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 6 7 -3 10 -10 -7 12 -1 -13 -5 -2 17 -17 -8 -19
right_child=15 5 3 14 -6 8 18 -9 9 -11 -12 13 -14 -15 -16 16 -18 19 -20 -21
leaf_value=-0.012018101346969014 -0.011211656920976858 -0.0032899002494787581 -0.00017039496562328308 0.00067592601353473624 -0.032472452215028133 -0.0013561192853687968 0.018041720406984391 0.010689382340774397 -0.0088133342191471942 0.0013451853757131275 -0.011226953548348243 -0.015550210962174552 0.0036339387423263334 0.012555254282203927 0.0073322322120286127 0.0021933853739228714 -0.005466646867147402 0.018022056624514622 0.0044794643747590943 0.0072629272503403402
leaf_weight=9.0101494863629323 1.8410509973764444 42.074731964617968 866.07487262412906 49.705998048186302 2.5085453838109961 1095.8221562467515 10.507004741579292 19.529295317828655 20.239376462996006 376.6019838117063 17.626922987401485 2.6493903547525433 130.1970029771328 27.035736158490181 69.254590164870024 2.7384998500347164 1.8588382527232159 10.440622381865976 1.8983217477798451 1.5251191519200791
leaf_count=47 10 251 4881 305 13 6344 68 123 117 2269 113 12 688 144 421 22 15 86 12 16
internal_value=2.26682e-05 -4.08275e-05 0.000843487 0.000316294 -0.000263687 -0.00068632 0.00362661 0.00114172 -0.000897668 0.000827088 -0.00151238 0.00392608 0.00262086 0.0100468 0.00455099 0.00947842 0.0117782 0.0139582 0.0159664 0.0166507
internal_weight=2759.14 2740.74 1156.44 987.544 868.583 1584.3 74.0094 61.604 1510.29 396.841 1113.45 168.892 139.207 29.6851 118.961 18.4041 16.5631 14.7042 12.4053 11.9657
internal_count=15957 15808 6511 5620 4894 9297 454 374 8843 2386 6457 891 735 156 726 149 139 124 80 102
is_linear=0
shrinkage=0.0149824
Tree=244
num_leaves=18
num_cat=0
split_feature=1 86 93 3 134 134 41 84 112 120 86 98 93 130 47 41 49
split_gain=6.6845 6.20985 6.06672 7.92095 11.8514 8.56379 7.09809 7.74795 7.6617 5.13175 8.41157 1.81933 1.41304 3.00347 0.0234302 0.0046908 0.00294319
threshold=1275.6928785473208 3.7370689655172415 19.050000000000004 1500.0003732357518 0.70550000000000013 0.69450000000000001 2.4650000000000003 0.062083333333333303 0.59050000000000014 2.2930000000000006 4.0454545454545459 0.9772727272727274 7.0500000000000007 1.7890000000000004 1.4550000000000003 2.4150000000000005 3.0750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 5 -5 -2 7 -4 -8 12 -11 14 13 -3 15 -1 -14
right_child=1 9 6 4 -6 -7 8 -9 -10 10 -12 -13 16 -15 -16 -17 -18
leaf_value=0.017518303758133919 0.00055388451423883244 0.016911975173150091 0.00090005059165861523 -0.0019942203196315986 0.007867488308265615 -0.0074407888341194274 -0.0004453864456098925 -0.0068504939067415118 0.011241989987372632 0.010685444824128294 -0.03627156449063141 -8.9169461965446107e-05 0.016387144987604456 -0.0095211944537192152 0.019178169102373167 0.01644446490288836 0.01713453730999269
leaf_weight=2.7705490663647643 1004.7834401465952 2.3010186515748532 794.15501962602139 794.37766870111227 28.329934861510992 31.004470594227314 21.686506856232882 30.047812826931477 30.019598305225372 2.3173103556036945 1.3582057692110536 1.6204114519059656 7.9652667231857759 1.6617111600935457 1.8843459635972974 1.3773075453937051 1.4070585668087003
leaf_count=24 5510 24 4693 4458 188 181 193 188 282 25 11 13 106 18 12 18 13
internal_value=2.23713e-05 -1.65208e-05 -7.26607e-05 -0.00055714 -0.00165463 0.000314578 0.000955303 0.00061749 0.00634009 0.00900781 -0.00666661 0.0140056 0.0133281 0.00582763 0.0177918 0.0171618 0.0164994
internal_weight=2759.07 2751.42 2734.4 1858.5 822.708 1035.79 875.909 824.203 51.7061 17.0106 3.67552 7.65261 13.3351 3.96273 6.0322 4.14786 9.37233
internal_count=15957 15890 15693 10337 4646 5691 5356 4881 475 197 36 67 161 42 54 42 119
is_linear=0
shrinkage=0.0149824
Tree=245
num_leaves=27
num_cat=0
split_feature=136 89 89 148 94 111 96 26 90 119 8 8 1 10 137 137 30 27 137 148 119 80 1 27 49 41
split_gain=5.77129 6.50086 7.35691 9.91942 6.21543 11.3356 13.8212 9.11696 11.1988 13.5193 10.5165 8.73973 8.53966 8.41204 7.70623 6.65218 7.3065 5.00614 4.69913 6.9416 4.68151 3.62533 4.74579 2.87383 0.0380662 0.025811
threshold=2.8500000000000001 0.030000000000000002 0.75000000000000011 0.26335666023166027 14.550000000000002 0.55000000000000016 3.5000000000000004 0.43050000000000005 -0.32458333333333328 2.1000000000000005 0.7678571428571429 2.0333333333333337 1779.8174080160302 0.099999999999999964 20.250000000000004 3.9500000000000006 0.11706919685643087 0.55950000000000011 3.0500000000000003 0.26233423441126336 0.90000000000000013 0.046585792411838654 1500.0020589024928 0.4835416666666667 3.5650000000000004 2.0850000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 20 5 12 11 8 9 -6 -10 -7 13 -2 -8 16 -9 -17 19 -1 -3 22 -20 -4 -23 -14
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leaf_weight=2.9320076406002071 4.2773594334721556 2.2270127609372157 4.1594600789248934 3.5696640238165855 12.103468790650366 290.52318328991532 293.80602006986737 34.136399373412132 44.624853000044823 2.8662359416484824 120.58300952613354 27.592119988054037 2.2601503133773795 683.29612550511956 38.254139855504036 886.68945174664259 110.64386237040162 177.6373844332993 1.7897459715604811 4.2068198397755623 3.6847592890262604 10.320425301790236 2.0912034139037132 3.5609498471021652 2.6843963563442221 3.6180257126688957
leaf_count=21 23 15 27 20 62 1455 1696 183 224 17 631 154 13 4158 223 5150 651 1080 14 23 23 72 17 23 14 28
internal_value=0.000160086 0.00572397 -0.00130706 -0.0101485 7.61536e-05 -0.000650387 -0.00207159 0.000778817 -0.00236525 -0.0147739 -0.00124089 -0.00430339 0.000682127 0.000528398 6.64786e-05 0.00124734 -0.00176576 0.00165721 0.0107582 0.000567429 0.00175958 0.0150666 0.0023586 0.00955113 0.018859 0.0186638
internal_weight=2774.14 41.2264 17.2018 9.48144 2732.91 1343.63 650.175 1389.28 180.178 14.9697 165.208 318.115 693.452 687.573 332.06 1209.11 144.78 1064.33 24.0246 7.13883 5.91177 16.8858 3.88095 7.72041 13.0048 5.87818
internal_count=16017 269 108 58 15748 7750 3528 7998 934 79 855 1609 4222 4181 1919 7064 834 6230 161 44 38 117 31 50 86 41
is_linear=0
shrinkage=0.0149824
Tree=246
num_leaves=28
num_cat=0
split_feature=86 111 111 98 106 51 110 79 37 56 56 128 30 11 141 124 90 31 39 37 30 9 56 133 30 106 89
split_gain=8.02633 8.01097 11.3515 6.05 9.70103 9.77058 10.6591 7.57072 9.73458 7.4958 7.23925 7.06824 10.2696 6.80648 6.7429 10.8639 7.17509 6.56147 6.00579 9.14911 5.64916 8.03504 5.12428 3.18482 3.04848 2.51248 0.00102479
threshold=3.4023809523809527 6.5500000000000007 7.2500000000000009 0.57518796992481214 0.76350000000000018 1.405 7.6500000000000012 2.5211368095958204 0.44146798083617256 1.4850000000000001 2.2750000000000004 0.3665000000000001 0.081190947044605513 0.69047619047619058 -1.0024999999999997 1.9000000000000001 0.22374999999999998 0.21579768270944744 0.19167475757597913 0.66310146140463833 0.19785943223443223 1.8619047619047622 1.5850000000000002 1.6460000000000001 0.50333333333333352 0.40950000000000003 0.39000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 -3 4 5 6 -1 13 -9 -7 11 17 -13 -6 15 -12 -16 -5 19 22 23 -22 -2 -4 25 -20 -21
right_child=1 2 20 10 7 9 -8 8 -10 -11 14 12 -14 -15 16 -17 -18 -19 24 26 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0011427336872685469 -0.033062197820863254 -0.03006700723841715 0.013818296104875321 -0.0019293358488108993 0.012695999092361457 -0.0035431521284427711 0.0056944398857087155 -0.0043955689456046405 0.001394784640812908 -0.027292270656965482 0.0090683371264876182 0.0067300530543483545 -1.2395940746995423e-05 0.001027440395314793 0.0080422882394724504 -0.029727161508738657 -0.018187004248757434 0.0014757570783552301 0.0060895586268441869 0.016428020812980948 0.00230303714136191 -0.031105067967655085 -0.003225592782340287 -0.00093968149665763748 -0.0031690234599859829 0.015401574239266315 0.016962364257145111
leaf_weight=319.79414444416761 2.0034239366650564 2.8221892677247551 7.9090905822813529 874.68540343642235 14.655917644500731 20.596979677677158 180.76786265522242 159.13670665770769 110.37728857249022 3.488455966114997 3.3847420066595069 54.585309438407421 713.98403738439083 47.885692864656448 47.014455780386925 3.1080720946192741 2.4637392237782469 148.61239124089479 8.8660949878394586 2.3713226281106476 4.9363557249307624 2.4025102593004704 3.6391002759337425 5.6111110858619213 2.8713891096413127 24.412349212914705 1.2808896005153654
leaf_count=2249 13 24 71 4701 68 88 1056 904 695 15 26 257 3819 236 366 22 18 856 76 31 47 18 35 51 25 237 13
internal_value=0.000157769 0.00519903 -0.00186646 2.8919e-05 0.00106963 0.002338 0.00278649 -0.000934399 -0.00202418 -0.00698292 -0.000453578 -0.000619317 0.000466466 0.00376184 0.00485242 -0.00950288 0.00673621 -0.00143482 0.00888086 -0.0018605 0.00194905 -0.00863378 -0.0138194 0.0076935 0.0116427 0.0129207 0.0166155
internal_weight=2773.67 69.1258 23.6813 2704.54 856.703 524.647 500.562 332.056 269.514 24.0854 1847.84 1791.87 768.569 62.5416 55.971 6.49281 49.4782 1023.3 45.4446 9.29474 20.8591 7.33887 5.64252 13.5202 36.1498 33.2784 3.65221
internal_count=16017 641 211 15376 5311 3408 3305 1903 1599 103 10065 9633 4076 304 432 48 384 5557 430 92 187 65 48 122 338 313 44
is_linear=0
shrinkage=0.0149824
Tree=247
num_leaves=28
num_cat=0
split_feature=86 99 4 111 111 104 121 86 4 144 39 36 4 19 112 145 22 9 9 99 130 95 132 121 55 130 110
split_gain=7.82486 7.94992 11.5798 7.84496 10.7849 7.63412 8.83997 7.84501 6.83059 6.5638 5.9021 9.25326 5.86621 10.798 11.7835 9.22913 7.28696 9.08931 9.04528 5.85648 5.56618 4.91379 3.90642 7.69675 2.73809 0.00654962 0.00172976
threshold=3.4023809523809527 0.53589743589743599 1367.8027418134682 6.5500000000000007 7.2500000000000009 1.1295000000000002 0.95000000000000007 3.3364779874213841 1267.7750230391969 -0.0011499999999999998 0.19167475757597913 5.9850000000000012 1580.3743617337702 1.5000000000000002 0.59050000000000014 0.94180000000000008 0.90000000000000013 1.6904761904761907 0.30952380952380959 0.74456521739130443 1.8660000000000003 -6.7499999999999973 0.84500000000000008 1.6835000000000002 1.1850000000000003 1.2930000000000004 4.3500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 10 -5 7 -7 -4 -1 25 11 19 16 14 -14 -15 18 -18 -3 -2 -11 -10 23 -12 -24 -6 -13
right_child=3 12 5 4 9 6 -8 -9 21 20 22 26 13 15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.014028124702412215 -0.026489520543876613 -0.0078612058702468741 0.00079668587702851545 -0.029001358108752526 0.018091513652187165 -0.0055175511049992184 0.011914638045152966 -0.02071629124802031 -0.0092393271287549705 0.0048875611767546989 0.013534289244589647 0.016450404775460874 0.0017888990325474695 -0.0013528394244567738 0.010812928395155963 0.014669153917411399 0.00014041168134013444 0.0084025936736870539 -0.00095137078226275858 0.0046757048516830125 -0.012962718937214401 0.015468779911548325 0.0047213559367267248 -0.02179229626447713 0.016043544822902031 0.016950537298582608 0.017154626141538735
leaf_weight=2.2112854644656208 3.3530773147940618 43.821333050727844 564.96404173597693 2.8815936446189907 1.8800891861319602 8.5695353746414167 27.435823932290077 3.8307712674140921 1.9654192924499572 9.2895768545567972 3.7437135875225058 2.4965713359415536 133.4938979819417 248.00218197703362 42.926283597946167 8.3417271971702558 118.48132863640785 39.971847124397755 1437.9589256197214 2.2696507126092911 6.7855729013681403 22.378488853573796 5.9975784048438099 2.1967403255403042 23.903371788561344 2.8675688467919827 1.1729205176234243
leaf_count=16 29 231 3570 24 14 50 171 27 10 83 34 32 715 1389 259 47 633 221 7862 19 60 175 58 16 230 30 12
internal_value=0.000155498 2.85247e-05 0.00150047 0.00514373 -0.00183534 0.0010753 0.00776565 0.000651797 0.0111838 0.00192409 0.00880917 -0.00183144 -0.000419775 0.00113185 0.00398461 -0.000831464 -0.000829161 0.00222465 -0.00115572 -0.0139095 -0.00264733 0.0134739 0.0115679 0.000470714 0.0137725 0.0174025 0.0166756
internal_weight=2773.19 2704.35 631.355 68.838 23.7044 604.8 36.0054 568.795 26.5552 20.8228 45.1336 9.29222 2073 432.764 176.42 256.344 1640.23 158.453 1481.78 5.62273 16.0751 24.3439 35.8414 5.94045 29.901 4.74766 3.66949
internal_count=16017 15376 4019 641 211 3818 221 3597 201 187 430 92 11357 2410 974 1436 8947 854 8093 48 143 185 338 50 288 44 44
is_linear=0
shrinkage=0.0149824
Tree=248
num_leaves=27
num_cat=0
split_feature=86 111 111 144 30 98 143 44 133 134 77 56 126 144 5 39 37 144 133 133 30 56 30 29 130 89
split_gain=7.62806 7.68314 10.2564 6.44709 6.96856 5.80941 9.37687 16.8672 11.6754 11.0355 9.71854 8.06661 7.26624 6.83698 6.61839 5.80334 8.66465 5.53929 15.8943 6.50153 5.43543 4.79939 3.0008 1.96453 0.00621676 0.000947634
threshold=3.4023809523809527 6.5500000000000007 7.2500000000000009 -0.0011499999999999998 0.19785943223443223 0.44097222222222227 -0.39499999999999996 10.375000000000002 1.7890000000000004 0.48050000000000004 0.79285714285714304 2.3550000000000004 3.0500000000000003 0.015450000000000002 1510.3828083739281 0.19167475757597913 0.66310146140463833 -0.0054499999999999991 2.1055000000000006 2.0500000000000003 0.25472370766488417 1.5850000000000002 0.50333333333333352 3.9500000000000006 1.2930000000000004 0.39000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 15 -3 24 -5 6 7 8 -1 13 -11 17 20 -8 -9 16 21 18 -7 -19 -13 -2 23 -17 -4 -18
right_child=1 2 3 4 -6 11 9 14 -10 10 -12 12 -14 -15 -16 22 25 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0058651832466760671 -0.031534687956987356 -0.028000335571794256 0.018036768439404861 0.0046997515680226084 -0.015904508482458928 -0.0062180866465771992 0.003539145892020069 -0.046515894322014362 0.0032759330232253062 -0.034550300564870108 -0.002907615379714807 0.0099166390635720796 -0.01934555480662396 0.015081271438528639 -0.010323377652125524 0.0089816213746722346 0.01638153200785461 4.393537974592695e-05 0.015561368292406189 -0.0025625671908251391 -0.0048023930797122024 -0.0029551236538677595 -0.0032096336633203482 0.01633431188881259 0.01691809231058896 0.016902398756398984
leaf_weight=55.548465378582478 2.0552637875080091 2.9394477978348759 1.8577103093266547 10.396438904106615 5.7073200121521941 78.094851270318031 258.78928005695343 2.4845091700553885 72.039851069450378 2.3494140058755866 29.997807931154966 34.858085960149765 2.3862231522798529 12.056751511991022 2.0867829918861389 15.770935133099554 2.307470697909594 1896.1687207631767 8.32319078594446 242.2583778090775 6.7168247625231734 3.6817073971033096 2.8639763742685309 16.895880699157715 2.8303029015660286 1.2511206194758413
leaf_count=327 13 24 14 95 48 435 1634 14 588 12 207 286 17 88 14 147 31 10196 54 1447 57 35 25 166 30 13
internal_value=0.000153265 0.00508868 -0.00180465 0.00189881 -0.0026026 2.81387e-05 0.00161343 -0.001717 -0.000703859 0.00306514 -0.00520588 -0.000276057 0.00607934 0.00405295 -0.0299943 0.00873803 -0.00180141 -0.000401635 -0.00412044 -0.00025135 0.00753864 -0.0131938 0.0114954 0.0127846 0.0173615 0.0165648
internal_weight=2772.72 68.5576 23.7312 20.7918 16.1038 2704.16 435.353 132.16 127.588 303.193 32.3472 2268.81 43.9611 270.846 4.57129 44.8264 9.29556 2224.85 86.418 2138.43 41.5749 5.73697 35.5308 32.6668 4.68801 3.55859
internal_count=16017 641 211 187 143 15376 2884 943 915 1941 219 12492 360 1722 28 430 92 12132 489 11643 343 48 338 313 44 44
is_linear=0
shrinkage=0.0149824
Tree=249
num_leaves=29
num_cat=0
split_feature=86 99 4 104 98 149 4 6 8 37 4 29 4 4 19 145 56 22 105 77 99 90 110 113 116 30 86 86
split_gain=7.43582 7.64042 11.3337 7.46685 8.54643 7.10638 7.94905 8.71998 8.04776 6.96306 6.67799 6.06644 6.42853 5.67104 10.5142 9.01849 8.1189 7.07266 8.97889 8.73533 5.41797 4.46778 4.36466 3.52242 2.74423 2.06555 1.24376 0.00516976
threshold=3.4023809523809527 0.53589743589743599 1367.8027418134682 1.1295000000000002 0.6858552631578948 0.60168717554316486 1481.4598502625447 1508.7303043263689 1.7238095238095241 0.399954352328032 1267.7750230391969 5.6833333333333345 1396.067012156215 1580.3743617337702 1.5000000000000002 0.94180000000000008 1.4950000000000003 0.90000000000000013 0.78150000000000019 0.30952380952380959 0.46410256410256417 -0.32041666666666663 9.5500000000000025 0.40950000000000003 -0.58349999999999991 0.37066905615292717 3.7066905615292716 3.8090909090909095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 9 22 8 -8 25 -1 12 -11 17 16 -16 -15 19 -19 -3 -5 -9 27 -13 -12 26 -2 -7
right_child=5 13 3 20 -6 6 7 21 -10 11 24 23 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0137358995748253 0.017470305385755738 -0.007713270221457103 0.0016804988869238752 0.0030409251593134451 -0.0025918119687419025 0.017422260487961128 -0.0088754585636023429 -0.015291342728047415 -0.042462782290318302 -0.017271334304918864 0.0025089751698713549 9.0853076969460881e-05 0.0084595793540093601 -0.0022147562829860899 -0.0013342145431776583 0.01455918627751814 0.005617466018102972 0.0039704409018428187 -0.0049815238158268113 -0.00093403521248753543 0.014990508650600884 0.013263402954108406 -0.011994841001354013 -0.029621720834776946 0.015730637402183417 -0.0036023020463885743 0.0094690755099067908 0.016352353639108488
leaf_weight=2.2265458069741753 15.509712178260093 43.969725467264652 429.15883722156286 21.918811097741127 139.19419118016958 3.7510420531034496 4.4930563159286958 1.8047064915299413 2.4881272800266743 2.4463223889470163 4.2849406935274663 1.7256962992250913 19.983322583138943 37.842968612909317 248.13706516474485 8.2816879972815496 138.22139270603657 126.92844616621733 31.365551345050335 1438.6828020401299 13.929986357688902 3.8621124215424061 1.4884847104549406 1.8619154319167135 19.83784161135554 1.393151506781577 6.0669889301061621 1.4021618552505968
leaf_count=16 140 231 2849 132 748 33 38 15 21 17 29 17 193 188 1389 47 786 676 178 7862 89 38 12 14 156 12 72 19
internal_value=0.000151062 2.77617e-05 0.00147194 0.00105247 0.000634176 0.00503414 -0.00266863 -0.00963816 -0.0208463 0.00806726 0.0110906 0.00275978 0.00565318 -0.000411429 0.00111484 -0.000820896 0.00393402 -0.000813687 0.00219663 -0.00113508 0.00768426 0.00416957 0.0106037 -0.0153296 0.0133821 0.0140789 0.0152205 0.0171312
internal_weight=2772.26 2703.98 630.551 604.202 568.353 68.2768 19.2897 12.648 6.98118 48.9871 26.3493 26.0173 22.4296 2073.43 432.483 256.419 176.064 1640.95 158.294 1482.65 35.8488 5.66682 6.64169 3.58761 24.1228 22.9699 21.5767 5.1532
internal_count=16017 15376 4019 3818 3597 641 176 112 59 465 201 241 210 11357 2410 1436 974 8947 854 8093 221 53 64 31 185 224 212 52
is_linear=0
shrinkage=0.0149824
Tree=250
num_leaves=27
num_cat=0
split_feature=99 142 85 85 98 54 102 29 103 45 144 92 136 85 133 77 45 45 92 85 80 136 0 77 103 146
split_gain=7.1309 8.16391 8.31523 8.4601 7.66795 6.42458 7.4815 5.79737 9.99821 13.7387 11.985 9.32232 9.0436 9.85513 7.90103 7.29306 8.40992 8.33029 6.61939 5.80515 5.53513 6.02197 9.18711 2.7414 1.34804 0.480463
threshold=0.53589743589743599 1.4085000000000003 0.44602870813397127 0.25914438502673803 0.69397993311036799 1.2050000000000003 1.3755000000000002 3.8452380952380958 0.9275000000000001 1.3350000000000002 0.0047500000000000007 0.28250000000000008 2.8500000000000001 -0.11189852700490999 1.3875000000000002 0.62142857142857155 1.3350000000000002 1.405 -0.82791666666666663 -0.16764150943396225 0.092914111934075616 28.150000000000002 1597.3191869445179 1.4476190476190478 0.83350000000000002 0.0027500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 8 11 10 -10 18 13 -9 -11 17 -17 -14 -2 -13 21 23 -23 -3 -5 -15
right_child=7 20 5 24 -6 6 -8 12 9 14 -12 19 15 25 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0019191074191398818 -0.022079024631274327 0.0083056254816010547 -0.031885089823131901 0.02042129186980449 -0.00223446195805139 0.01293661088805171 -0.02415407026663036 -0.0093085485918991042 -0.0015745562743607539 -0.010323789623766913 -0.012111294039528544 -0.0026171886430341198 0.0025178361636249754 0.018648375202511114 -0.033731954761666967 5.8779828362858126e-05 -0.0062318879072479376 0.019995447706466524 -0.00075002928598790224 0.0079315412257171848 -0.014501817301729272 -0.019880502861073953 0.017931913887209685 0.017789281366477974 0.0092564965821011775 0.010546688018793314
leaf_weight=446.17208555340767 3.286934219300746 36.816371828317642 2.9250349178910247 5.0740115456283075 128.50492472946644 2.696566216647625 2.2304217889904976 4.0393375009298351 183.50182915851474 9.9897638708353025 27.918607704341412 15.676254980266092 150.59705099090934 11.181204609572886 4.7881651669740668 1093.6157326884568 49.880415663123131 6.3808461129665366 516.5112794674933 46.290041968226433 2.5353125035762778 3.8526419177651396 2.3054471239447594 8.4037837460637075 4.6543467864394188 1.9263318702578534
leaf_count=2985 17 257 15 30 693 21 14 24 1058 42 164 86 831 75 20 6301 213 27 2700 266 13 26 18 72 35 14
internal_value=0.000148891 0.00152718 0.00101908 0.00122486 0.000990318 -0.0142963 -0.00385418 -0.000270105 -0.00126932 -0.00394217 -0.00296596 -0.000230072 0.000342609 0.0111523 -0.0179083 0.000200081 -0.000215625 0.00322827 -0.000884904 0.00526292 0.00710883 0.00817524 -0.00572438 0.0100681 0.0150797 0.0174577
internal_weight=2771.75 646.171 592.257 584.405 574.677 7.85202 4.92699 2125.58 807.963 226.198 211.42 581.765 1317.62 17.1469 14.7779 1300.47 1143.5 156.978 519.798 61.9663 53.9136 51.3782 6.15809 45.2202 9.72836 13.1075
internal_count=16017 4179 3793 3743 3678 50 35 11838 4353 1284 1222 3069 7485 113 62 7372 6514 858 2717 352 386 373 44 329 65 89
is_linear=0
shrinkage=0.0149824
Tree=251
num_leaves=27
num_cat=0
split_feature=15 40 49 130 122 49 5 130 132 137 133 120 53 1 114 55 7 41 53 80 1 80 41 143 10 79
split_gain=6.24353 7.49237 8.73064 12.3285 14.2088 13.2431 7.30219 7.64382 8.84486 7.46587 5.62892 5.45734 8.81798 5.25887 4.65679 8.83796 5.4962 4.27496 5.90668 3.95345 3.64179 4.2139 3.33913 2.14985 1.94495 0.0190511
threshold=0.90000000000000013 3.0050000000000003 1.5550000000000004 2.4720000000000004 1.4190000000000003 2.0750000000000006 1477.7510627209447 1.1340000000000001 0.88200000000000012 15.250000000000002 3.5635000000000008 1.8945000000000001 1.5450000000000002 1748.5245340395143 2.4500000000000006 1.4150000000000003 50.636445172357419 2.6950000000000007 1.385 0.092914111934075616 1824.7018105177842 0.071402824277133251 2.1150000000000007 -1.9904999999999997 3.0333333333333337 3.222123579545455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 11 4 -4 -5 19 8 -8 -9 13 24 -13 14 16 -16 -1 23 -19 22 21 -15 -2 -12 -3 -25
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leaf_weight=1873.1399148069322 15.590969383716589 9.9924756139516848 148.23412553966045 3.5393880307674399 57.430213883519173 8.332954064011572 6.2454181909561148 309.49052048102021 54.968241885304451 63.427964948117733 2.7999718710780135 2.5500604063272467 2.0759822279214859 9.1925540342926961 42.89733948558569 97.767906166613102 38.36443380638957 1.1304098442196839 1.2471876852214334 2.5896154493093482 2.1066445186734191 3.4589311555027953 3.365420162677764 2.4755631536245337 3.4537353143095961 5.3126567639410496
leaf_count=10342 98 77 799 24 350 47 32 1978 306 398 22 23 17 63 340 616 277 17 14 12 14 21 29 16 34 51
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internal_weight=2771.18 691.287 235.609 217.537 205.664 11.8723 455.678 434.132 61.2137 372.918 2079.89 18.0723 4.62604 2066.93 2052.17 140.665 1911.5 12.9658 2.3776 21.546 14.7581 12.6515 18.9564 10.5882 13.4462 7.78822
internal_count=16017 4224 1371 1220 1149 71 2853 2714 338 2376 11793 151 40 11673 11575 956 10619 120 31 139 98 84 127 89 111 67
is_linear=0
shrinkage=0.0149824
Tree=252
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split_feature=86 114 90 111 111 104 3 19 31 111 96 121 42 3 147 5 147 94 104 84 39 34 107 134 122 10 47
split_gain=7.86176 8.16988 11.2245 8.92165 8.89675 7.82214 6.56991 6.52231 6.14523 6.02689 9.15233 8.75518 9.43157 5.85103 7.92421 5.29301 5.64634 5.05176 4.83448 11.5973 8.67239 7.45998 5.45726 12.4654 7.45788 4.59568 0.618105
threshold=3.1266025641025643 2.4500000000000006 0.076666666666666675 5.0500000000000007 2.4500000000000006 0.72950000000000015 1393.02387518405 3.5000000000000004 0.12456896551724136 4.1500000000000012 3.5000000000000004 1.3875000000000002 2.6050000000000004 1406.1314824372505 0.39965962962395968 1490.3696722420275 0.42111881931569756 11.400000000000002 1.0245000000000002 0.087840909090909067 0.21008975699137142 2.6650000000000005 0.59050000000000014 -0.62549999999999983 0.34150000000000008 0.7238095238095239 1.2850000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 5 4 -4 7 -7 -3 -5 13 11 17 -13 -2 -15 26 -17 -11 22 21 -21 -20 24 -24 -1 -16 -12
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leaf_weight=4.9819322228431693 3.7547656074166289 84.19251836836338 6.7428066954016703 3.0617246031761161 2.3540318757295609 2.4307619035243979 50.203134264796972 12.747971218079327 8.5702064260840398 2.100757122039794 1.4739476144313801 12.679264843463899 9.4217172935605031 2.9812512099742881 9.5474418178200704 4.748820833861827 35.455794181674719 10.730122998356817 200.50935596972704 2.8519084006547919 2.4299902841448784 29.323319435119629 57.673539355397224 1208.2827974259853 913.1889162324369 64.410614434629679 6.4189756736159325
leaf_count=31 23 579 46 18 13 16 359 83 55 14 14 91 65 22 67 34 317 79 1208 20 14 172 317 6444 5228 545 50
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internal_weight=2753.27 2589.54 170.303 20.7288 9.09684 149.574 52.6339 96.9405 11.6319 163.723 83.0294 34.9319 22.101 80.6941 76.9393 48.0975 40.2046 12.8309 2419.24 235.115 5.2819 229.833 2184.13 1265.96 918.171 73.9581 7.89292
internal_count=15924 14603 1169 132 59 1037 375 662 73 1321 664 249 156 657 634 415 351 93 13434 1414 34 1380 12020 6761 5259 612 64
is_linear=0
shrinkage=0.0149824
Tree=253
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split_feature=144 144 53 123 114 19 90 104 93 89 147 35 126 36 132 131 37 109 29 53 149
split_gain=7.4778 10.8105 9.71747 12.8709 7.32774 9.44377 8.93199 7.24155 7.83864 10.387 7.23004 7.04851 6.70769 5.00386 4.86568 4.27988 4.18021 3.98641 0.503 0.0389139 0.0114399
threshold=0.015450000000000002 0.014250000000000002 2.4950000000000006 1.7575000000000001 2.4500000000000006 1.0000000180025095e-35 0.092916666666666606 0.83250000000000013 20.550000000000004 0.65000000000000013 0.45056500727216336 3.7850000000000006 1.8945000000000001 11.775000000000002 4.0555000000000012 1.5635000000000001 0.15399233259359932 3.5000000000000004 5.9500000000000011 2.3250000000000006 0.53183573183573196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 14 6 -6 8 16 12 -7 -3 -10 18 15 -1 20 -18 19 -9 -2
right_child=7 2 -4 -5 5 10 -8 13 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22
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leaf_weight=1981.4812551997602 1.7255173176527012 4.7160758897662145 3.7932358086109152 2.8914558738470078 60.682285565882921 65.855644479393959 5.7872956581413737 7.2792806848883611 3.688282582908867 2.804386168718338 38.252724334597588 2.2999477386474609 2.4814130514860153 2.4904434680938712 3.5474398359656325 501.56235226243734 48.349489312618971 4.4458530321717253 2.0277297496795645 3.8414566442370415 2.946928083896637
leaf_count=10945 11 26 18 18 421 439 37 57 24 20 289 19 15 20 22 3140 313 26 16 22 26
internal_value=4.01905e-05 -9.66968e-05 -0.0133711 -0.0211785 -2.82522e-05 0.00297573 -0.00143615 0.00449444 0.00233541 -0.0106872 0.00579256 -0.0102157 -0.0215544 0.0136671 -0.000234323 -0.000209272 0.004369 0.00316689 0.0173554 0.0186067 0.0179519
internal_weight=2752.95 2670.87 13.7007 9.90748 2657.17 170.578 66.4696 82.0808 66.4419 8.97408 104.108 7.01602 6.1697 15.6389 2486.59 2483.04 57.4678 52.7953 13.1485 11.1207 4.67245
internal_count=15924 15374 81 63 15293 1186 458 550 435 59 728 45 39 115 14107 14085 376 339 95 79 37
is_linear=0
shrinkage=0.0149824
Tree=254
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split_gain=5.52794 8.47061 8.1432 7.42362 13.4383 6.86625 9.71304 7.94296 6.82328 7.48074 7.38061 13.9228 6.34285 12.26 9.00765 6.17662 5.85725 5.67283 10.0981 5.66175 5.29876 13.1584 5.7788 4.29914 6.74406 4.86025 2.93287 1.97984
threshold=1.3650000000000002 2.6125000000000003 0.25541666666666668 -194.22300924024793 2.4142857142857146 0.72850000000000004 1387.3700437991147 5.7750000000000012 4.8450000000000006 1508.5991257904682 3.8500000000000001 2.8450000000000002 0.087840909090909067 4.5000000000000009 8.1500000000000004 0.25833333333333336 0.18333333333333332 1.8450000000000004 1607.255698121988 0.52527777777777784 12.350000000000003 13.250000000000002 3.5000000000000004 20.350000000000005 1.8945000000000001 1.0000000180025095e-35 0.672172232790753 0.23000000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -2 7 -7 -3 10 26 11 -1 17 14 -14 -12 -11 19 -19 -5 22 -22 -4 25 -25 -6 -10 -15
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leaf_weight=6.3815172240138081 3.812032312154769 999.4822605997324 95.118559237569571 696.19843042641878 26.454458728432659 3.9382436722517005 71.531230088323355 42.025042615830898 12.414163567125803 2.4969638735055915 3.4265297204256049 11.207711171358822 8.9900491386652011 2.8760574907064429 3.0524952337145796 207.99668119475245 1.9870848506689069 102.61779652163386 49.101419389247894 348.94770095124841 2.9879353716969472 5.6968915238976479 21.048357374966145 2.4909089282155028 5.0274459719657898 5.0623056367039672 7.4932508692145339 2.8857890553772449
leaf_count=32 24 5319 546 4101 172 24 435 295 92 17 20 73 57 21 18 1335 15 496 286 2215 16 33 124 15 33 32 59 19
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internal_weight=2752.75 1495.23 1241.83 1257.52 42.8472 1116.98 75.4695 1041.51 253.404 24.3915 229.012 17.5892 1214.67 17.8044 12.0425 211.423 4.48405 1196.87 151.719 1045.15 124.852 8.68483 116.167 39.0351 7.51835 31.5168 19.9074 5.76185
internal_count=15924 8435 6792 7489 276 6073 459 5614 1643 183 1460 105 7213 115 75 1355 32 7098 782 6316 719 49 670 252 48 204 151 40
is_linear=0
shrinkage=0.0149824
Tree=255
num_leaves=20
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split_gain=7.22745 10.4051 9.2992 11.9369 7.125 6.43624 7.02526 6.33943 6.01721 7.78652 5.43907 4.97037 5.9238 4.92317 4.88733 4.57902 2.57862 0.476316 0.0457537
threshold=0.015450000000000002 0.014250000000000002 2.4950000000000006 1.7575000000000001 0.83250000000000013 4.8500000000000005 1.7150000000000001 0.47458333333333341 0.44650000000000006 0.41000000000000009 0.020350000000000004 0.40833333333333338 3.3541666666666674 11.775000000000002 0.59050000000000014 1.885 1565.6953960582962 0.52786377708978338 2.3250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 15 5 6 10 11 16 -10 -2 14 -13 17 -1 -3 -7 -6 -19
right_child=4 2 -4 -5 13 8 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 18 -20
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leaf_weight=1044.0778779387474 4.5990442857146245 2.4014409929513914 3.784749522805213 2.9671518504619598 1.8306911289691914 19.466456323862076 4.3051913827657691 2.3611849695444098 6.1567054763436309 8.4894792288541776 6.3871831968426704 2.4578144028782827 5.687819316983223 2.5013203397393218 1602.3900359794497 4.64262805134058 16.884326279163361 7.6315867379307729 3.5355078428983688
leaf_count=6182 30 15 18 18 13 142 22 14 35 51 42 13 35 20 9049 30 113 62 20
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internal_weight=2752.56 2670.77 13.796 10.0112 81.7875 66.2884 15.2914 2656.97 50.997 14.6462 10.9862 2654.61 8.14563 15.4991 2646.47 7.04407 36.3508 12.9978 11.1671
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is_linear=0
shrinkage=0.0149824
Tree=256
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split_gain=7.03518 10.02 8.89928 10.8117 7.10938 9.21045 8.58346 7.15617 7.00189 7.47883 9.85274 8.78538 5.96911 5.94801 5.71164 4.8543 4.78919 4.00976 3.44086 0.475809 0.0433117
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 12 6 -6 -7 9 16 11 -11 13 -1 -5 19 -2 -3 -18 -10 -21
right_child=8 2 -4 14 5 7 -8 -9 15 10 -12 -13 -14 -15 -16 -17 18 -19 -20 20 -22
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leaf_count=12054 20 13 18 18 421 710 37 18 13 21 20 18 14 2039 15 20 273 17 83 62 20
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internal_weight=2752.44 2670.89 13.8942 10.1185 2657 170.246 66.5029 103.744 81.5424 66.1754 9.02525 6.25556 2486.75 2484.36 4.35993 15.367 57.1501 5.75855 53.5822 12.8564 11.0376
internal_count=15924 15374 81 63 15293 1186 458 728 550 435 59 39 14107 14093 33 115 376 30 356 95 82
is_linear=0
shrinkage=0.0149824
Tree=257
num_leaves=29
num_cat=0
split_feature=23 103 6 134 101 145 137 41 3 118 28 95 91 145 30 118 1 12 3 55 131 92 19 23 30 41 27 31
split_gain=5.39448 12.9266 12.029 13.682 6.82891 6.4841 9.65547 6.07312 5.55393 5.24603 7.35141 7.82931 11.2934 7.29016 11.8291 7.90208 6.95524 10.4061 7.11293 6.71802 7.46861 7.04793 5.03335 4.78785 4.41585 2.14817 3.49497 1.66067
threshold=4.7083333333333348 0.6665000000000002 1479.7992360726994 0.69450000000000001 2.9000000000000004 0.32485000000000003 20.950000000000003 1.885 1479.113620024503 1.3665 2.2111111111111117 1.0000000180025095e-35 0.057499999999999961 0.17285000000000003 0.097652668256005867 1.7750000000000001 1572.4831209229599 1.0000000180025095e-35 1500.0003732357518 1.8450000000000004 0.52800000000000014 0.49833333333333335 1.0000000180025095e-35 3.3666666666666671 0.14745470232959443 2.0650000000000004 0.52707142857142875 0.18874521704710381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=80.874328635632992 10.94104704633355 2.5832491591572753 70.699539393186569 3.9306405484676352 3.1507071442902079 9.8019368276000076 2.7510360553860655 16.169646710157394 2.1787261068820953 2.8397295773029319 564.8157647587359 13.106696285307409 5.1715945154428473 79.063539784401655 45.74046128615737 54.141100831329823 65.195180106908083 210.88320041075349 355.9386972412467 135.35200105234981 974.88707777112722 8.8225446678698045 2.3649499863386154 5.380994386970996 2.0080925077199936 14.374756496399643 4.1519982516765586 4.9239899329841128
leaf_count=494 68 15 454 27 25 59 17 118 14 16 2943 70 28 482 273 362 383 1126 1866 695 6071 47 16 36 15 133 30 41
internal_value=3.80307e-05 0.00280048 -0.00106966 0.000597572 0.00204727 0.00779784 0.00283891 0.00654478 -0.0202243 -0.000121238 -0.000793809 0.00301646 -0.00589071 0.000551602 0.00438212 0.0052394 -0.0011266 -0.00321242 -0.000501195 0.000223192 -0.000191747 0.0032565 -0.0159741 0.00490397 -0.009565 0.0122803 0.00881526 0.0163267
internal_weight=2752.24 150.03 84.551 77.7809 73.8502 65.4794 31.0876 25.9716 6.77007 2602.21 1301.37 104.534 18.2783 1300.85 102.721 99.8816 1196.83 276.078 920.754 1198.13 1053.95 144.175 5.11599 86.2553 4.18682 34.3918 18.5268 15.865
internal_count=15924 1032 550 506 479 482 210 177 44 14892 6946 628 98 7946 651 635 6318 1509 4809 7295 6553 742 33 530 29 272 163 109
is_linear=0
shrinkage=0.0149824
Tree=258
num_leaves=20
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split_feature=86 117 93 31 144 144 28 99 107 134 145 84 96 45 101 109 36 35 51
split_gain=7.67295 5.87796 11.9249 6.19498 5.58196 6.12754 11.4158 12.1293 6.01065 10.7853 9.08122 5.28731 5.29933 4.83697 4.51046 4.1492 4.82664 4.09355 4.56566
threshold=3.1266025641025643 0.87500000000000011 19.050000000000004 0.73431372549019625 0.015450000000000002 0.011250000000000001 3.1055555555555561 0.40588235294117653 0.59050000000000014 -0.62549999999999983 0.37055000000000005 0.013585526315789452 3.5000000000000004 1.0650000000000002 2.9000000000000004 3.5000000000000004 1.9550000000000003 9.1000000000000014 1.2650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 11 5 8 13 -8 10 -10 -1 12 -2 -7 -13 17 -17 18 -6
right_child=1 2 -4 -5 15 6 7 -9 9 -11 -12 14 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0022153748995541425 -0.00057603813237312956 -0.026626871023351359 0.017455972146839523 -0.017924665044810387 0.0081313906355352378 0.016446360977062265 -0.028652681130294372 -0.005655668338530955 -0.0064107195429421275 -0.00048166201348522969 -0.000663475748693525 0.0090618245161044175 0.0063793498875235524 -0.0026967201164731867 -0.011616911388918625 -0.022077381587250183 0.0068391528097876061 -0.014516387862337735 -0.0010511321524815076
leaf_weight=479.58221060410142 61.881608847528696 3.9565487802028647 2.1131021082401276 2.9063524417579165 46.640712540596724 6.4588478803634626 6.0052088350057593 36.072962522506714 72.412793003022671 1407.2479225993156 504.91669190302491 49.139046367257833 40.801650334149599 5.4738660603761673 2.4875885546207419 2.834628887474536 2.3866792842745781 2.3222147524356833 16.438510999083519
leaf_count=2913 445 27 19 23 325 46 34 190 415 7713 2811 441 345 25 21 17 14 24 76
internal_value=3.7527e-05 0.00318749 -0.0112798 0.00374603 -0.000161154 -0.000277662 -0.00526967 -0.00893771 -0.000168245 -0.000771823 0.000738908 0.00415419 0.00218772 0.00766491 0.00806543 0.00399313 -0.00885956 0.00501922 0.00573842
internal_weight=2752.08 163.286 6.06965 157.216 2588.79 2518.17 54.0109 42.0782 2464.16 1479.66 984.499 154.31 102.683 11.9327 51.6266 70.6227 5.22131 65.4014 63.0792
internal_count=15924 1321 46 1275 14603 14147 295 224 13852 8128 5724 1252 790 71 462 456 31 425 401
is_linear=0
shrinkage=0.0149824
Tree=259
num_leaves=26
num_cat=0
split_feature=34 148 90 85 135 56 34 34 135 92 131 135 91 121 30 54 55 145 95 132 30 0 122 41 86
split_gain=8.49585 8.17943 8.08206 8.84333 8.22381 7.69332 6.98305 11.4444 10.4684 9.31125 10.7529 7.93461 7.87119 7.51203 7.48106 7.57558 6.90369 5.51055 5.18502 8.22553 3.12671 2.02888 0.478882 0.0821377 0.0616895
threshold=4.285000000000001 0.27350937747107446 -0.59124999999999994 -0.18598639455782312 0.062000000000000006 1.7650000000000003 2.8350000000000004 2.7450000000000006 0.6110000000000001 -0.37291666666666662 2.7890000000000001 0.81100000000000005 0.18874999999999997 1.2930000000000004 0.066987179487179457 1.2250000000000003 2.2150000000000003 0.40095000000000008 -3.75 1.8820000000000003 0.097652668256005867 1387.3700437991147 1.2820000000000003 1.925 2.4724747474747479
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 24 -2 -5 7 14 9 12 -11 13 -8 -10 15 -1 -16 -13 19 -9 -20 -3 23 -23 -4
right_child=1 21 3 5 -6 -7 8 18 11 10 -12 17 -14 -15 16 -17 -18 -19 20 -21 -22 22 -24 -25 -26
leaf_value=0.0020799648959323536 0.0012401887891551309 0.0043536153186461875 0.02087865801571746 -0.00072318484778361965 -0.039292044053937707 0.0076850328746460141 0.015071782033368878 0.0059303576004980556 -0.0026599952502564198 -0.0018911827136186448 -0.025010729652269269 0.0060730102220806631 -0.00072660572776113734 -0.0283249707506752 6.4938973942711711e-05 0.01393875969009108 -0.0064254408499686529 -0.020260173748154208 -0.0032824197971241362 -0.022020416718411231 0.013745608492567363 0.022585358607407475 0.013058945373184371 0.019340827881108271 0.018011073276884431
leaf_weight=45.444812145084143 2.5088225454092017 2.7869572937488547 2.4817821830511084 67.226490821689367 2.0351505875587463 38.367903418838978 13.41424196958542 15.151942335069181 3.7108315005898502 256.90315927192569 4.5965019166469565 6.1650904864072782 14.989405825734137 8.2545397058129293 2182.8280327171087 16.475849039852619 37.418305888772011 2.5100570470094681 2.69584593176842 2.8001522421836844 23.706127420067787 3.3119377046823484 2.3520342260599136 3.7221806347370148 5.2497612237930298
leaf_count=213 18 16 13 416 14 312 78 78 20 1378 28 35 84 46 12728 101 178 13 12 15 129 15 14 22 41
internal_value=0.00014798 0.0038864 0.00267887 0.00346446 -0.0169135 0.00233196 -3.63748e-05 0.000245302 -0.00214663 -0.00141264 -0.00229757 -0.0124558 0.00673453 -0.0203655 9.88088e-05 0.00523536 -4.44449e-05 -0.00154624 0.00778287 0.00157059 0.0120069 0.0155787 0.0189116 0.0208686 0.0189316
internal_weight=2767.11 130.043 117.87 113.326 4.54397 105.594 2637.06 2326.52 310.544 289.903 261.5 20.6405 28.4036 11.9654 2282.17 61.9207 2220.25 8.67515 44.3541 17.9521 26.402 12.1731 9.38615 7.03412 7.73154
internal_count=16017 881 814 782 32 728 15136 13454 1682 1568 1406 114 162 66 13220 314 12906 48 234 93 141 67 51 37 54
is_linear=0
shrinkage=0.0149824
Tree=260
num_leaves=22
num_cat=0
split_feature=34 148 90 34 102 34 120 31 148 98 131 3 84 44 27 102 27 80 107 6 41
split_gain=8.26465 8.01641 7.79385 6.76873 11.4227 11.1467 8.49603 11.6377 8.41363 7.54428 7.63076 6.30067 6.13395 7.7089 6.06354 5.81606 5.03292 8.05722 4.98031 2.49217 0.0723607
threshold=4.285000000000001 0.27350937747107446 -0.59124999999999994 2.8350000000000004 1.7045000000000001 2.7450000000000006 0.76400000000000012 0.11872797449236447 0.25940328054298645 0.36931818181818182 1.1835000000000002 1623.9445958807419 0.11000000000000001 8.8250000000000011 0.55707142857142877 1.2005000000000001 0.44414285714285723 0.069118206561503109 0.52250000000000008 1514.2755527305198 2.0250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 5 6 12 8 -8 -5 -6 -11 15 14 -14 -1 -4 -7 -18 -2 -3 -21
right_child=1 19 11 4 9 16 7 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22
leaf_value=-0.00014344541862278812 -0.00081287754473102086 0.005915398772043094 0.0026753966046061759 -0.014787626611115172 -0.040493898453356915 -0.006622108131070694 0.0066351240126845974 -0.0018620724849662681 -0.0018276977334238263 -0.021659015797607133 0.001122417936228533 -0.018848852048632857 -0.02807861585315299 0.0063779677385414589 0.00226458616392576 0.013040102861683727 0.017273561667470131 0.0035742962480938847 -0.032036567262507053 0.021594210404269926 0.018730665357133247
leaf_weight=2010.0787853524089 2.2822080627083769 4.0732232034206381 96.3765161447227 19.670891918241978 2.1836433857679358 4.9010098725557318 43.906494677066803 205.62360816821456 26.24952582269907 6.6964692473411542 6.5078168362379074 2.7816681712865821 3.7917370796203604 2.3675521984696388 265.76162452995777 13.906353551894425 16.938936375081539 22.357070654630661 2.3046829700469971 4.4148374199867231 3.5973652377724648
leaf_count=11643 19 23 663 101 11 26 231 1138 123 37 41 18 24 15 1538 101 100 108 13 21 23
internal_value=0.000145831 0.00383758 0.00264395 -3.5796e-05 -0.0021123 0.000241677 -0.00145684 -0.000366933 -0.00737934 -0.0146972 -0.0104311 0.00342065 9.73429e-05 -0.014834 0.000137753 0.00398236 0.007694 0.00947951 -0.0165013 0.0154576 0.0203086
internal_weight=2766.77 129.737 117.651 2637.04 310.838 2326.2 295.451 249.53 45.9204 15.3879 13.2043 113.065 2282 6.15929 2275.84 110.283 44.197 39.296 4.58689 12.0854 8.0122
internal_count=16017 881 814 15136 1682 13454 1593 1369 224 89 78 782 13220 39 13181 764 234 208 32 67 44
is_linear=0
shrinkage=0.0149824
Tree=261
num_leaves=23
num_cat=0
split_feature=34 144 34 34 135 105 5 81 136 2 5 85 137 1 81 104 27 27 80 3 90 150
split_gain=8.03829 7.53833 6.56125 10.8592 10.0521 8.81284 11.4973 10.4614 8.14984 7.1394 6.6328 6.53995 6.53293 7.2693 5.90182 8.24368 5.88984 4.9086 7.94802 1.69734 1.54952 0.065318
threshold=4.285000000000001 0.040250000000000008 2.8350000000000004 2.7450000000000006 0.6110000000000001 1.3735000000000002 1528.9639073113337 1.0000000180025095e-35 7.0500000000000007 -82.762821907494853 1505.8210080296783 -0.18598639455782312 22.850000000000005 1513.4552642649751 0.35000000000000003 0.59150000000000003 0.55707142857142877 0.44414285714285723 0.069118206561503109 1508.5991257904682 -0.37749999999999989 0.5086759365482304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 14 5 6 -4 -7 10 -10 -6 20 13 -13 16 -16 -1 -5 -19 -14 -2 -22
right_child=1 -3 4 17 8 7 -8 -9 9 -11 -12 12 19 -15 15 -17 -18 18 -20 -21 21 -23
leaf_value=-0.00014128635130071217 0.0038952957924341587 -0.025044186322130575 -0.00023581538768126345 -0.006503330819198812 -0.030057807120193888 -0.018713443919642594 -0.018885281468663813 0.013315606066534477 0.0046735739113826546 -0.022245858512901083 -0.0037004203950130711 -0.0082983386766996205 0.018934077998008558 0.0036740355775047211 0.0071606882565101128 -0.028252583879216871 0.0022331627365242282 0.017170250917119278 0.0035253139417338666 0.0031159783475435657 0.021158956726843436 0.018133402401949147
leaf_weight=2010.2187361754477 1.8924408107995985 2.0039078295230857 267.87879902496934 4.9156412929296485 6.9038719087839144 12.00650557130575 7.6317466720938674 2.828306831419467 7.6601717695593834 3.109123192727564 3.1079644039273262 12.919037230312822 7.0695817768573743 95.806216035038233 2.4134944677352896 3.7967142760753632 265.46570651233196 16.786689795553684 22.328312501311302 1.9407666102051733 2.250682704150675 5.5674058683216572
leaf_count=11643 13 13 1433 26 36 72 43 20 43 17 18 86 48 653 14 25 1538 100 108 14 12 42
internal_value=0.000143704 0.00378877 -3.5228e-05 0.000238101 -0.00207858 -0.00135811 -0.000752414 -0.012607 -0.0121448 -0.00309817 -0.0218757 0.00424213 0.00326743 0.00225144 9.58968e-05 -0.0144898 0.000135701 0.00760784 0.00938122 0.015527 0.0160599 0.0190045
internal_weight=2766.5 129.45 2637.05 2325.93 311.126 290.345 275.511 14.8348 20.7811 10.7693 10.0118 127.446 117.736 108.725 2281.89 6.21021 2275.68 44.0306 39.115 9.01035 9.71053 7.81809
internal_count=16017 881 15136 13454 1682 1568 1476 92 114 60 54 868 801 739 13220 39 13181 234 208 62 67 54
is_linear=0
shrinkage=0.0149824
Tree=262
num_leaves=19
num_cat=0
split_feature=37 148 86 111 106 42 104 108 106 37 137 3 90 56 4 2 52 51
split_gain=7.57382 8.71713 6.8579 6.90761 9.13564 15.811 8.97402 7.70072 10.4292 8.24527 6.07617 6.14724 5.92761 6.01228 6.42939 4.11038 0.606296 0.0384911
threshold=0.18599440929606256 0.27350937747107446 3.4558441558441566 17.550000000000004 0.47750000000000009 4.7650000000000006 0.48250000000000004 1.5000000000000002 0.95450000000000013 0.27684375135140565 2.8500000000000001 1623.9445958807419 -0.65249999999999997 2.5750000000000006 1390.7168185382104 -64.098355425804797 2.9750000000000005 1.2150000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 7 5 -5 -6 9 -9 -2 -1 15 -4 14 -14 -12 17 -3
right_child=2 16 12 4 6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.019282373921290733 -0.0032411942794251269 0.019045703598401281 -0.014703011778405998 -0.0015859317233067427 -0.0017670740450943146 -0.032029031289360327 0.0037739948417481136 -0.0011391820576597744 -0.0074018332798663818 0.00054123148490108509 0.0053152407797507828 -0.018432046427454902 -0.015317844090468571 -0.023474039490796936 0.0086795500793008396 -0.0040459435812104927 0.011335480972873834 0.021363478129153145
leaf_weight=2.7266196534037581 143.14925573021173 2.6486818790435773 3.1407042890787116 24.597504705190662 87.155014798045158 4.5356298461556426 265.38847996667027 672.19960455968976 65.505802094936371 1343.7459098547697 79.402325756847858 2.8077788874506941 2.6481795832514754 1.4583911895751942 46.713408432900906 12.138429787009953 2.1596054062247276 4.108213871717453
leaf_count=18 774 16 23 129 442 25 1524 3837 377 7678 545 18 20 13 464 79 15 20
internal_value=0.000141613 0.00406914 -1.48714e-05 -0.000124329 0.00173781 -0.00632553 0.00240414 -0.000443818 -0.00169529 0.000177082 0.00276694 0.00340416 0.00527187 0.00650633 0.00739212 0.00407393 0.0182463 0.020455
internal_weight=2766.23 105.992 2660.24 2606.28 381.677 29.1331 352.543 2224.6 737.705 1486.9 97.0752 94.3485 53.9607 50.82 49.3616 91.5408 8.9165 6.7569
internal_count=16017 711 15306 14786 2120 154 1966 12666 4214 8452 660 642 520 497 484 624 51 36
is_linear=0
shrinkage=0.0149824
Tree=263
num_leaves=20
num_cat=0
split_feature=40 9 85 137 142 6 99 39 121 27 9 134 3 121 49 23 85 35 47
split_gain=6.48905 7.80335 6.53602 6.74272 6.18106 5.84452 5.28138 7.91636 9.84595 9.51952 7.27402 9.25692 8.53154 4.30863 7.83174 1.26477 1.17148 0.109648 0.0705233
threshold=4.6950000000000012 3.861904761904762 -0.18598639455782312 2.8500000000000001 -2.5164999999999993 1503.9858397143257 0.53589743589743599 0.40113276876317033 1.8165000000000002 0.42950000000000005 1.8916666666666668 0.22350000000000003 1463.6132554798708 2.6835000000000004 2.2850000000000006 2.4500000000000006 -0.43190476190476185 3.3550000000000004 1.7050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 -4 13 -5 10 9 -9 -8 12 -12 -6 14 -1 -15 -2 -17 -18
right_child=1 -3 3 5 6 -7 7 8 -10 -11 11 -13 -14 15 -16 17 18 -19 -20
leaf_value=-0.01645955799510818 0.0066128868635419837 -0.02483447242439947 -0.020485527086838796 -0.0064414104893211711 0.0036615930954198152 0.0051775184670250253 -0.0030562819487223078 -0.0011202856609246413 -0.007238110990647994 0.000391866041211803 0.0059231940795986902 -0.0033113660323080482 -0.00094779443573012555 0.0054686357895641965 0.014410011441562284 0.021193458079173177 0.018368956231980017 0.017412044136045732 0.021681978753815234
leaf_weight=3.3270002901554134 2.1177084110677242 2.1038688048720351 2.6335904076695433 11.003337703645228 121.16889123618603 83.193669620901346 204.40448884293437 248.43146180734038 77.463296789675951 1488.4535419754684 118.60705583542585 30.666853722184896 351.9531572163105 2.0019476115703565 4.1410448998212814 2.8921940326690674 5.040180813521145 4.2556836679577827 2.0221671313047409
leaf_count=21 14 20 17 63 703 544 1103 1344 455 8296 852 225 2224 13 21 15 37 40 10
internal_value=0.00013955 0.00373763 0.00430467 0.00315921 -6.81548e-06 0.00382029 -6.41275e-05 -0.000436134 -0.00257446 -2.44813e-05 0.00114248 0.00402604 0.000232693 0.00910201 0.000657665 0.0159942 0.0163869 0.0189422 0.0193177
internal_weight=2765.88 108.115 106.011 96.8306 2657.77 94.197 2641.15 2018.75 325.895 1692.86 622.396 149.274 473.122 16.6179 7.46805 9.14983 9.18006 7.14788 7.06235
internal_count=16017 705 685 624 15312 607 15202 11198 1799 9399 4004 1077 2927 110 42 68 61 55 47
is_linear=0
shrinkage=0.0149824
Tree=264
num_leaves=21
num_cat=0
split_feature=34 148 90 86 34 102 34 0 142 0 56 28 131 90 56 4 27 107 6 51
split_gain=7.47049 7.72547 7.39888 6.60232 6.51214 10.546 10.5084 8.35727 7.30446 6.44012 6.15133 9.8305 5.7707 5.72878 5.78182 6.22769 5.12948 4.60632 2.46383 0.06507
threshold=4.285000000000001 0.27350937747107446 -0.59124999999999994 3.4558441558441566 2.8350000000000004 1.7045000000000001 2.7450000000000006 1659.5930954292755 0.19500000000000003 1367.7441973246989 1.7650000000000003 2.8944444444444448 0.70700000000000007 -0.65249999999999997 2.5750000000000006 1390.7168185382104 0.44414285714285723 0.52250000000000008 1514.2755527305198 1.2150000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 6 7 9 -6 -7 -1 11 -4 -12 -5 15 -15 -8 -2 -3 -20
right_child=1 18 10 13 5 8 16 -9 -10 -11 12 -13 -14 14 -16 -17 -18 -19 19 -21
leaf_value=0.0043416707917254887 -0.0008691695069808098 0.0056598725371207678 0.0074272349175762377 -0.014371689928301011 -0.001192304092545559 -0.00028853444810362112 -0.0072277087692452363 -0.018351689522747978 -0.022598574623638335 -0.00015691687584034209 -0.012201138954469113 -0.0038439390477747982 0.0096036206140541237 -0.014947748370453968 -0.022747801891164574 0.0085722918071465225 0.0092392252479385865 -0.030763598384890949 0.018625701012947173 0.021361625632942988
leaf_weight=73.878406085073948 2.275449536740779 4.0307991653680784 28.92118264734745 3.1671415492892256 286.37066531181335 5.0982955172657958 4.7699301838874808 6.5161707773804656 9.3092070221900922 2158.7341001853347 2.9420597441494456 43.489801522344351 36.841031294316053 2.6731962934136382 1.48240666091442 46.213304411619902 38.679168179631233 2.3538824617862701 3.688788577914238 4.1493422091007233
leaf_count=420 19 23 187 23 1524 29 25 36 51 12329 21 267 307 20 13 461 205 13 24 20
internal_value=0.000137511 0.00366229 0.00249223 -3.45144e-05 -0.000142437 -0.00218966 0.000133961 -0.00157407 -0.0147039 -8.05602e-06 0.00325813 0.000657805 0.0079911 0.00517326 0.00640223 0.00728617 0.00743145 -0.0160697 0.0151789 0.0200741
internal_weight=2765.58 128.692 116.823 2636.89 2583.36 307.294 2276.06 292.887 14.4075 2232.61 112.194 72.411 39.7831 53.536 50.3689 48.8865 43.4491 4.62933 11.8689 7.83813
internal_count=16017 881 814 15136 14619 1640 12979 1560 80 12749 782 454 328 517 494 481 230 32 67 44
is_linear=0
shrinkage=0.0149824
Tree=265
num_leaves=27
num_cat=0
split_feature=111 98 141 39 133 111 79 108 51 137 123 46 35 4 126 110 27 77 142 42 56 39 142 142 145 3
split_gain=6.66255 8.69715 11.7511 10.8877 8.48418 11.5098 8.32589 8.20643 7.97695 13.5159 13.791 9.49129 10.0263 9.15122 7.68293 7.56989 7.0103 10.7277 10.0148 6.76763 13.2061 6.95882 6.33466 12.4038 7.67133 6.31153
threshold=17.450000000000003 0.86811594202898557 0.049000000000000009 0.3391984167238184 1.6835000000000002 20.750000000000004 2.531887164040779 1.5000000000000002 1.3050000000000004 20.650000000000002 0.97500000000000009 4.1150000000000011 3.1850000000000005 1352.6254755341863 1.6835000000000002 20.150000000000002 0.43267857142857141 0.51666666666666672 1.1320000000000003 4.7350000000000012 1.6850000000000003 0.31856358465141149 -0.47149999999999997 -0.35349999999999993 0.91045000000000009 1535.4707265192485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 19 15 -7 16 11 14 -11 13 -13 -9 -10 -6 17 25 -19 21 -21 -2 24 -24 -18 -1
right_child=1 2 -4 -5 5 6 -8 8 9 10 -12 12 -14 -15 -16 -17 22 18 -20 20 -22 -23 23 -25 -26 -27
leaf_value=0.019726743482630066 0.007454967415858535 -0.018785685457865145 -0.032335495965551006 0.017650892814140805 0.0075968139160415326 -0.017369568954079678 -0.0031316092384617729 0.013309815946939498 -0.0015671440892457346 0.006390303460823238 -0.02602363870577153 -0.020571511780517956 -0.0031917265951072241 -3.385191710374898e-05 -0.011633255404040354 -0.0044394759283496827 0.0018262389348277202 -0.002575708832922003 -0.019256279136341915 -0.0084804347224384253 0.011954842890815913 0.0024508415731794636 -0.0059497716053729544 0.00062521014333475906 0.0098494215646196519 -0.00021046707586618404
leaf_weight=7.3800786286592466 100.44132901728153 3.5801632851362211 3.8543009459972382 3.7891843467950821 35.619759365916252 11.667507134377955 43.936127781867981 11.82431488484144 119.23017796874046 3.9558228850364676 11.546864703297613 7.923765040934085 124.86399172991514 474.65269969031215 19.854443579912186 17.487568140029907 363.77392555400729 154.74041558802128 8.5245735198259336 24.974873438477516 9.9175341650843603 164.61242173612118 69.186592020094395 932.13363574817777 28.87424298375845 6.8934692516922951
leaf_count=38 537 16 19 19 209 56 272 72 539 19 52 50 925 2790 92 108 2180 821 45 134 76 913 398 5430 169 38
internal_value=0.000135511 0.00187362 -0.0111376 -5.06625e-05 0.00223097 -0.00135487 -0.00611922 -0.000175656 -0.0014386 -0.00448314 -0.0177526 -0.000678586 -0.00422882 0.00029048 -0.00300409 0.00363342 0.000446249 -0.00235771 -0.00344666 0.0035306 -0.00267207 0.00434714 0.000803367 0.000170909 0.00241624 0.010098
internal_weight=2765.24 419.881 11.2236 7.36935 408.657 108.711 55.6036 2345.36 773.852 154.587 15.5027 619.265 132.788 486.477 139.085 53.1073 1571.51 177.539 163.265 299.946 34.8924 265.054 1393.97 1001.32 392.648 14.2735
internal_count=16017 2359 54 35 2305 645 328 13658 4539 702 71 3837 975 2862 631 317 9119 942 866 1660 210 1450 8177 5828 2349 76
is_linear=0
shrinkage=0.0149824
Tree=266
num_leaves=29
num_cat=0
split_feature=93 111 27 80 99 90 78 8 111 46 30 30 91 145 137 80 6 131 46 85 119 48 80 137 95 84 9 48
split_gain=6.56589 8.4023 13.6432 11.3166 12.8189 8.27228 8.22869 14.2258 8.67125 8.12836 7.93596 10.5016 10.7074 8.7382 12.1588 9.04375 7.59984 7.36992 6.91993 8.92664 6.6484 6.25637 7.10099 10.5451 9.40875 5.67218 1.75223 0.000973941
threshold=22.050000000000004 11.350000000000003 0.45414285714285713 0.056022920153354853 0.76696832579185525 0.38291666666666674 0.44761904761904764 1.9309523809523812 17.550000000000004 3.3750000000000004 0.12681311751103638 0.14438717067583043 0.25791666666666674 0.55125000000000013 8.8500000000000032 0.042532023217160105 1488.0948259722456 1.8945000000000001 2.7650000000000001 0.32066924066924068 1.9000000000000001 2.7550000000000003 0.066537312101342602 9.7500000000000018 -8.2499999999999964 0.028012820512820454 1.1833333333333336 2.8750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 3 16 -5 18 7 -4 -8 -7 21 13 17 15 -15 -12 -3 -13 20 -20 -2 22 24 -24 -1 -14 -23 -28
right_child=1 2 6 4 -6 9 8 -9 -10 -11 11 12 25 14 -16 -17 -18 -19 19 -21 -22 26 23 -25 -26 -27 27 -29
leaf_value=-0.0076434289691691059 0.0097147162003495702 -0.0052622186151144723 0.00075921412397873562 0.00085123922509680605 -0.021868113957264963 -0.038872525838349679 -0.00082183555159560484 -0.029698098386021055 0.005279262310036034 0.001228546013116218 0.018944800683340025 -0.0011877812952868346 0.0037740061322220288 -0.010323603409652085 -0.00010233705941735447 -0.0020610692115202956 -0.027746977375752629 0.0026391555466896842 0.0030563288092916984 -0.013688643604807238 -0.0037756957451390628 0.0004276973771332285 0.003417995967151552 -0.0012665956638362422 -5.9847969772244467e-05 0.016406541458917151 0.017366086468400932 0.016970159877329971
leaf_weight=42.615501336753368 61.114874474704266 5.6778515726327887 10.645053088665007 33.180157609283924 6.7004368379712096 2.0105417147278777 107.52072213217616 5.0874944478273383 101.79983674362302 2.6043267846107483 4.7287613451480857 988.94326648488641 48.162142265588045 75.814518097788095 39.858924768865108 169.92362054437399 8.317376106977461 127.52550273016095 145.86210802942514 7.5144340731203547 9.4710695594549161 1.7943113371729831 313.83566675335169 164.34632124751806 265.61564594507217 9.5628671385347825 2.1035775914788246 4.6124085746705532
leaf_count=239 380 40 59 198 37 11 699 28 643 20 34 5708 284 390 206 911 54 899 986 52 62 17 1530 804 1618 62 18 46
internal_value=-5.61271e-05 0.00148382 -0.000261311 -0.00703364 -0.00296591 0.00361338 0.00135993 -0.00908992 0.00214534 -0.0162422 -0.000402024 -0.0010562 -0.000425339 -0.00360766 -0.00680155 -0.00149233 -0.018625 -0.00075066 0.00402252 0.00223593 0.0079046 0.000803192 0.000664922 0.00180795 -0.00110834 0.00586675 0.0135803 0.0170942
internal_weight=2766.95 507.506 278.929 53.8758 39.8806 228.577 225.053 15.7325 209.321 4.61487 2259.44 1464.52 1174.19 290.326 115.673 174.652 13.9952 1116.47 223.962 153.377 70.5859 794.923 786.413 478.182 308.231 57.725 8.5103 6.71599
internal_count=16035 3269 1758 329 235 1511 1429 87 1342 31 12766 8494 6953 1541 596 945 94 6607 1480 1038 442 4272 4191 2334 1857 346 81 64
is_linear=0
shrinkage=0.0149824
Tree=267
num_leaves=28
num_cat=0
split_feature=126 136 136 52 122 29 96 144 144 1 106 143 11 42 136 150 142 103 110 117 142 113 1 103 21 11 131
split_gain=5.89328 12.3778 8.78518 15.4096 8.54547 7.06872 6.64557 6.29332 7.81907 9.18169 8.81192 7.02111 9.50649 8.13063 6.02682 9.09976 8.68768 6.95015 6.68325 5.68639 5.54983 5.4323 8.29118 2.92035 2.84921 2.60429 2.37702
threshold=0.61250000000000016 7.0500000000000007 22.250000000000004 2.2150000000000003 1.4470000000000003 4.1833333333333345 2.5000000000000004 0.015650000000000001 0.014250000000000002 1596.9550904802966 0.59050000000000014 -1.1249999999999998 1.591666666666667 3.1050000000000004 3.9500000000000006 0.59554779045125916 -0.14049999999999999 1.0005000000000002 6.5500000000000007 0.87500000000000011 -0.47149999999999997 0.59050000000000014 1699.1590274128334 1.1085000000000003 0.4642857142857143 1.9666666666666668 1.3165000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 5 25 -5 20 -7 8 11 10 -10 12 -2 -13 16 17 18 -16 -1 21 -3 24 -23 -11 -9 -4 -17
right_child=7 2 3 4 -6 6 -8 19 9 23 -12 13 -14 -15 15 26 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.038285392650335176 -0.013406445081949606 0.0093149028989616568 0.020618313890812697 -0.0087396797330229013 -0.042409264897207047 -0.028490893631315264 0.0043870397317263242 0.0080718596275869137 -0.0037303083844154273 0.01926704593278385 -0.029620732284798328 -0.00065550945707367424 -0.0015840614338611056 0.0011295253926239611 -0.0064673374725235603 0.0022023544747552227 0.0039870458803837674 -0.02973249410110838 -0.013229912517013971 -0.012742015544832477 -0.0014718157730235191 0.0051333296892989815 -0.029306545970442126 -0.0042166809483562993 -0.0011159565561534514 -0.0018044071894532702 0.018842447246574648
leaf_weight=4.1819606870412809 16.371371112763882 32.835870556533337 2.5576932206749898 3.5255290120840073 3.2537171989679337 2.7666234821081153 2.7534420490264893 54.22555485367775 5.6126022338867205 2.3334242179989806 6.222407154738903 1072.8459031805396 226.45761719718575 1228.8753530904651 42.05957617610693 4.4432521574199191 3.3528729081153861 3.0943677425384513 5.5760685577988625 4.0987331196665755 15.887267611920832 4.3441505283117285 2.456326849758625 2.4229101240634918 8.806850139051674 2.1318268142640591 3.402758713811636
leaf_count=21 86 176 15 18 16 13 15 376 36 15 35 6297 1405 6949 203 29 19 14 29 26 82 29 16 13 63 15 24
internal_value=-5.52142e-05 -0.00314668 0.00145823 -0.0104555 -0.0248996 0.00397718 -0.0120912 9.94401e-05 -2.49606e-05 -0.0102769 -0.0173426 4.18857e-05 -0.00238112 0.00029751 -0.0077238 -0.00547387 -0.016819 -0.0080617 -0.0239679 0.00440893 0.00579765 0.00541559 -0.00730639 0.00730431 0.00678814 0.0104251 0.00941908
internal_weight=2766.9 131.823 65.712 11.4688 6.77925 54.2432 5.52007 2635.07 2561.14 16.5913 11.835 2544.55 242.829 2301.72 66.1109 53 13.1109 45.1539 9.75803 73.9316 48.7231 69.8329 6.80048 4.75633 63.0324 4.68952 7.84601
internal_count=16035 689 350 64 34 286 28 15346 14836 99 71 14737 1491 13246 339 270 69 217 50 510 258 484 45 28 439 30 53
is_linear=0
shrinkage=0.0149824
Tree=268
num_leaves=22
num_cat=0
split_feature=93 136 104 28 122 11 35 40 113 134 44 143 46 129 84 148 138 146 50 54 148
split_gain=6.35101 7.4165 6.91872 5.98932 9.21172 9.80554 9.19424 6.56194 7.26263 6.80367 5.671 5.77541 4.97018 4.706 4.35474 4.36617 2.33212 0.59717 0.042066 0.00880551 0.0011478
threshold=22.050000000000004 2.8500000000000001 2.0010000000000003 7.5277777777777786 2.0800000000000005 0.37857142857142861 3.5150000000000001 2.0650000000000004 0.59050000000000014 0.69450000000000001 12.375000000000002 -0.86799999999999988 4.2550000000000008 1.0000000180025095e-35 0.012522321428571351 0.25163144129939685 4.5000000000000009 0.024650000000000002 1.2550000000000001 1.425 0.24423393900191323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 10 4 7 -6 -7 9 -9 -2 11 -3 14 -4 16 -16 -1 19 -15 -5 -21
right_child=3 2 13 17 5 6 -8 8 -10 -11 -12 -13 -14 18 15 -17 -18 -19 -20 20 -22
leaf_value=0.0057994269317002628 0.0052391629880556368 -0.0023784949252152231 -0.0051485390725232727 0.018049036992896519 -0.029504314379705021 0.0034461867112074956 -0.0064409515576953876 -0.0013090160817450472 0.0040053900127385907 -0.0087402150100821096 -0.019689976060807034 -0.00020173140109369794 -0.011022054574192433 0.020923355513019683 0.011066018978593727 -0.018728486052551254 0.015769182983714509 0.0058398484733654544 0.018469942853062225 0.017160791790734518 0.016611905960595297
leaf_weight=8.6629949957132428 155.76613366603851 319.67582696303725 2.3717039749026281 1.9137283191084851 3.0490371510386458 37.204963207244873 48.81015769764781 154.88440185040236 92.015060313045979 8.2277913987636548 3.4677450135350218 1898.4309984967113 3.0597791299223891 2.9135104715824127 2.1234102994203559 2.2997909709811211 13.434411138296126 1.261760354042053 3.4067135155200958 1.3543967641890051 2.5154499188065529
leaf_count=51 1048 1912 14 14 18 237 393 886 557 60 21 10591 23 15 16 13 86 13 24 13 30
internal_value=-5.4338e-05 -0.000394335 -0.000493183 0.00146112 0.00126781 -0.00310034 -0.00216437 0.00221464 0.000671569 0.0045378 -0.000545379 -0.000515449 0.00705843 0.0128478 0.00914445 -0.0044253 0.0118607 0.0151788 0.019601 0.0172161 0.0168041
internal_weight=2766.85 2259.85 2230.27 507.003 499.958 89.0642 86.0151 410.893 246.899 163.994 2221.57 2218.11 29.5804 8.69193 26.5206 4.4232 22.0974 7.04534 6.32022 5.78358 3.86985
internal_count=16035 12766 12577 3269 3199 648 630 2551 1443 1108 12524 12503 189 53 166 29 137 70 39 57 43
is_linear=0
shrinkage=0.0149824
Tree=269
num_leaves=26
num_cat=0
split_feature=93 30 30 14 23 126 31 140 137 145 131 8 133 90 47 86 104 104 48 97 44 119 133 14 48
split_gain=6.16662 7.689 10.1515 11.0097 8.74914 8.25846 7.05439 7.01878 6.70568 13.6275 10.2389 8.02625 10.283 7.67781 7.36643 6.79958 6.41536 6.23423 6.13444 5.8991 12.3599 5.71202 2.09372 1.78311 0.0009049
threshold=22.050000000000004 0.12681311751103638 0.14438717067583043 0.36666666666666675 2.535714285714286 0.68350000000000011 0.12637628554143981 1.0000000180025095e-35 6.9500000000000011 0.13945000000000005 1.1055000000000004 2.2583333333333337 1.6835000000000002 0.37125000000000002 1.3050000000000004 2.0876332622601281 0.52950000000000019 1.5555000000000001 2.7550000000000003 7.5000000000000009 10.925000000000002 3.1000000000000005 2.7070000000000003 0.90000000000000013 2.8650000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -3 -5 7 -7 -4 10 -10 11 17 -13 14 -11 16 -12 -2 19 21 -21 -1 24 -17 -20
right_child=8 2 5 4 -6 6 -8 -9 9 13 15 12 -14 -15 -16 23 -18 -19 22 20 -22 -23 -24 -25 -26
leaf_value=0.00098428722949490976 0.0038132791330786069 0.01839243154070884 -0.0042307491272608388 -0.0055130678119229013 0.00040340286143546167 0.0020348346604255 -0.00078759643700792572 -0.021387615456406796 -0.030194843897652892 0.0052089205164595771 -0.0038829342244930841 -0.011432377006925806 0.009503025455713009 -0.021232383922097885 -0.00056953623532633496 0.017674979347774167 0.0077665915174972766 -0.014613718962172739 0.017357748125591623 -0.002011318226855051 -0.03888350909816754 -0.0097477920616952651 -0.0021820574146837152 0.0087098011523813433 0.016963501881405513
leaf_weight=762.47946018353105 86.91881887242198 5.0493262410163871 47.25569225102663 209.08826239779592 76.680963054299355 258.26243368536234 863.08460058644414 6.0360337719321242 3.308739408850669 62.62963093444705 13.92288203537464 21.124556165188555 7.0154629275202742 3.6464460343122473 236.61365984752774 14.983901325613262 44.611943066120148 4.3264277055859557 1.8619814068078975 10.038208253681658 2.5614018365740767 11.297184802591799 1.5550408065319059 7.4590355716645709 5.0061525143682957
leaf_count=4040 531 26 258 1081 434 1430 5231 34 20 513 83 140 56 23 1427 109 289 25 16 57 15 79 15 53 50
internal_value=-5.34862e-05 -0.000388337 -0.00103188 -0.003538 -0.00392549 -0.000411416 -0.00013755 -0.00617401 0.0014406 4.61853e-05 0.00357158 0.00078221 -0.00621306 0.000376538 0.000639857 0.00768394 0.00499568 0.00293955 0.000798236 0.000662009 -0.00950721 0.000827598 0.0135162 0.0146954 0.0170704
internal_weight=2766.82 2260.26 1465.46 290.819 285.769 1174.64 1121.35 53.2917 506.562 306.198 200.363 119.385 28.14 302.89 299.243 80.9778 58.5348 91.2452 794.799 786.376 12.5996 773.777 8.42317 22.4429 6.86813
internal_count=16035 12766 8494 1541 1515 6953 6661 292 3269 1983 1286 752 196 1963 1940 534 372 556 4272 4191 72 4119 81 162 66
is_linear=0
shrinkage=0.0149824
Tree=270
num_leaves=28
num_cat=0
split_feature=126 138 11 150 143 127 144 144 17 98 106 2 117 143 11 114 137 27 56 55 51 99 30 30 135 11 114
split_gain=5.58603 9.56561 6.22392 8.47283 9.53849 7.25306 6.12768 7.54759 11.2195 7.28247 7.16154 6.87925 8.14804 6.67834 9.14808 8.65889 5.96555 5.43313 5.17121 5.12188 7.35569 4.97162 5.75766 3.78696 3.6179 0.591874 0.336433
threshold=0.61250000000000016 4.5000000000000009 2.4226190476190479 0.50033272042728316 -0.91349999999999987 2.4720000000000004 0.015650000000000001 0.014250000000000002 2.5000000000000004 0.48684210526315791 0.59050000000000014 -174.61064094760431 0.87500000000000011 -1.1249999999999998 1.591666666666667 2.4500000000000006 14.850000000000003 0.47866071428571427 1.3450000000000004 1.9550000000000003 1.4550000000000003 0.44097222222222227 0.12385166455962916 0.22926223241590213 0.031000000000000003 2.183333333333334 1.2750000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 -3 -4 7 13 10 23 -9 16 -13 14 -2 -15 -11 -5 -7 21 26 -1 -23 25 -25 -8 -21
right_child=6 2 5 17 -6 18 9 8 -10 11 -12 12 -14 15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28
leaf_value=0.014411872951881623 -0.013099924978475048 0.012700167748045747 -0.031819822146466531 0.011183063268302634 -0.0097385398802800789 -0.023935644886411579 0.018812721994451442 -0.0026310358919805249 0.019308022299047573 -0.0092760480519314577 -0.02422258656022859 0.0076959974499685177 -0.017451705218595476 6.0420501729469929e-05 -0.0015364535867266038 0.0039562718108707125 0.012279253197821813 -0.0026383135103637094 0.0059410691358510659 0.023406671938873278 -0.0070746936403316687 0.0059676460352925693 -0.0085517074830880595 -0.0091635234103399528 0.017334282135980449 0.009367647583405506 0.016895537627569155
leaf_weight=4.4981782808899906 16.472772650420666 4.6497996523976317 4.2278846204280836 10.006086736917498 49.768529385328293 2.1294468753039837 10.364384450018408 5.9154520183801678 2.4826073795557013 16.049379214644436 8.2677422538399679 34.130420435220003 3.1598704084753981 2164.9398135319352 226.78926539421082 136.1130695939064 3.5128709971904746 17.637689396739006 3.3402852229773998 3.9458176344633085 3.1211075782775879 10.299695171415808 15.146387863904236 2.8196261897683135 1.9610677585005758 1.739305343478917 3.2482026666402817
leaf_count=26 86 24 22 59 228 18 74 38 16 101 45 228 20 12307 1405 939 21 102 22 18 13 53 85 31 19 16 19
internal_value=-5.26268e-05 -0.00306007 -0.00573139 -0.00439002 -0.00782125 -0.0170822 9.80686e-05 -2.45345e-05 -0.0100743 0.00435623 -0.0152173 0.0017903 0.00556504 4.12934e-05 -0.00231949 0.00029087 -0.00540527 0.00236455 -0.00569043 0.00302845 0.0121335 -0.000108035 -0.00267477 0.0129962 0.00170606 0.0174555 0.0204669
internal_weight=2766.74 132.019 91.7597 82.0621 54.4183 9.69762 2634.72 2560.98 16.6658 73.7369 14.1832 56.8525 37.2903 2544.31 243.262 2301.05 19.5623 27.6438 5.46973 40.2594 10.3151 29.9443 25.4461 16.8844 4.78069 12.1037 7.19402
internal_count=16035 689 475 413 252 62 15346 14836 99 510 83 370 248 14737 1491 13246 122 161 40 214 50 164 138 140 50 90 37
is_linear=0
shrinkage=0.0149824
Tree=271
num_leaves=27
num_cat=0
split_feature=126 136 136 52 78 29 10 137 98 131 77 30 3 86 141 38 8 77 141 8 29 85 131 42 78 65
split_gain=5.41401 11.8983 8.41838 14.7004 7.86043 6.84634 8.07914 6.46657 5.92022 8.61092 15.1176 7.154 7.69974 5.26221 6.41673 6.30586 6.93016 5.29375 10.1261 9.97014 5.17637 4.89602 12.4913 5.02206 2.54244 0.0189924
threshold=0.61250000000000016 7.0500000000000007 22.250000000000004 2.2150000000000003 1.3095238095238098 4.1833333333333345 0.37857142857142861 6.9500000000000011 0.53137254901960795 0.38750000000000007 0.86190476190476206 0.14124040920716111 1525.9606540033703 3.4428104575163405 -1.7929999999999999 0.29212309800602293 3.2321428571428577 0.099999999999999964 1.393 0.7238095238095239 2.6125000000000003 0.39666666666666667 1.8820000000000003 3.1050000000000004 1.9666666666666668 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 24 -5 7 -7 -3 11 -10 -11 20 -13 17 -15 16 -16 18 19 -2 -1 23 -23 -19 -4 -17
right_child=13 2 3 4 -6 6 -8 -9 9 10 -12 12 -14 14 15 25 -18 21 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.0052077996730516135 0.0094075251612249812 -0.004142975723784627 0.020527193857889332 -0.042334773729900105 -0.010007372252465362 -0.030046811406298356 0.0061444844531386242 0.0087843508013407054 -0.034938681968833728 0.0064110106236071971 -0.012989990391541471 -0.020922298833584766 0.010528233107529178 -0.019606702020027948 0.004559510713280323 0.016736309794882675 -0.026651776382605661 -0.00058448339229340729 0.019242212243916795 -0.020267991275776248 0.022364299378200954 -0.0028624161813856795 -0.036206231369444161 0.0007581475017851072 -0.0016288928377930741 0.018228743212076053
leaf_weight=2.3868311345577222 3.3170662224292782 11.318638261407612 2.5351772606372815 2.9860602915287018 3.885023221373558 2.7465423122048369 2.7921189367771149 37.343479346483946 2.890691563487052 11.861706793308256 37.574449110776186 4.5959809273481369 2.8191663511097431 2.3487416282296172 43.239837020635605 6.1186291910707933 1.6581291258335102 1159.3165407031775 2.5239221900701514 10.867182075977324 4.2498744949698448 41.841672919690609 2.6836983039975157 1357.7732161805034 2.147282600402832 2.7928886264562607
leaf_count=14 15 58 15 14 20 14 14 200 12 60 189 26 17 18 429 73 13 6762 16 56 21 236 16 7692 15 20
internal_value=-5.17917e-05 -0.00301122 0.00150598 -0.0101052 -0.0240564 0.00398105 -0.0118023 0.0057775 -0.00748593 -0.0098046 -0.00833491 0.00114845 -0.00896512 9.66391e-05 0.00463375 0.00569184 0.00340683 -2.18331e-06 -0.00840812 -0.0133282 0.0124483 5.26446e-05 -0.00487218 0.000139761 0.0103669 0.0172041
internal_weight=2766.61 132.133 65.7543 11.5535 6.87108 54.2008 5.53866 48.6621 66.3787 52.3268 49.4362 14.0519 7.41515 2634.48 56.1582 53.8095 44.898 2578.32 16.7082 14.1842 6.63671 2561.62 44.5254 2517.09 4.68246 8.91152
internal_count=16035 689 350 64 34 286 28 258 339 261 249 78 43 15346 553 535 442 14793 87 71 35 14706 252 14454 30 93
is_linear=0
shrinkage=0.0149824
Tree=272
num_leaves=27
num_cat=0
split_feature=23 147 147 110 122 5 48 147 99 31 52 28 4 105 142 115 117 7 134 99 7 105 3 3 11 51
split_gain=5.45898 6.67618 9.38292 14.9959 8.49165 8.43611 7.18713 7.00362 5.74238 8.31947 12.0521 11.2889 8.16467 7.59438 9.90946 9.43079 7.4117 7.10546 6.59998 10.9912 6.66666 3.43491 2.02022 3.95601 1.46233 0.0530345
threshold=4.791666666666667 0.49338881378844207 0.46727212695799086 4.3500000000000005 2.7820000000000005 1512.8626331384519 3.2450000000000006 0.42111881931569756 0.53589743589743599 0.2572478991596639 3.1250000000000004 3.0500000000000003 1367.8027418134682 0.47650000000000003 0.77400000000000013 0.9285000000000001 0.55000000000000016 48.804672243657258 -0.81099999999999983 0.58114035087719318 52.590018518723589 0.66750000000000009 1460.7820280498668 1443.8672578437001 1.5166666666666668 1.175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 24 7 -5 22 -2 12 18 16 -12 17 15 -15 -14 -11 21 19 -10 -20 -1 23 -3 -4 -24
right_child=1 6 3 5 -6 -7 -8 -9 9 10 11 -13 13 14 -16 -17 -18 -19 20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.015882823916091072 -0.0028342854583779027 0.017292600405257867 0.019409807694252459 -0.034809992396097673 -0.024462400860980824 -0.00479260630255475 -0.017328866950530156 0.0056230079868347339 -0.024503445116568545 -0.0016930744680781382 0.0086082563689711365 -0.022263562293568424 -0.0073484483376258626 0.0047643471371427602 -0.0023670697578790311 0.00024988432978358496 -0.019862707477833034 -0.015379993432566703 -0.00055830705761995576 0.0092458334625821221 0.0070543447436330359 0.0010760931238089819 0.017089930319493556 -0.015730630123759328 0.0018135525742721706 0.019567702765116785
leaf_weight=16.040103230625398 29.390706948935986 2.1145408451557191 2.550180383026599 4.9277427643537504 2.491628795862197 3.6645342707633972 1.7477003522217263 87.167428575456142 2.3490962982177761 112.47972715646029 3.3197888955473926 13.3540594689548 41.489505235105753 165.61988214030862 59.433846976608038 315.44367659464478 5.2758523412048808 2.2550572939217082 1821.6146832220256 27.801510073244572 26.193793419748545 4.504541538655757 9.7116806991398317 1.3242124915122984 1.8144289851188657 2.4249298125505439
leaf_count=126 169 22 17 28 22 24 18 582 14 657 29 103 254 949 343 2135 31 22 9962 165 198 24 99 12 15 15
internal_value=-5.09695e-05 0.00273524 0.00158765 -0.0105202 0.00290542 -0.0220079 0.0114802 0.00349046 -0.000209944 -0.000594674 -0.00419522 -0.0161169 0.00107022 0.000725665 0.00288103 -0.000633338 -0.00250714 0.00986532 -0.000336937 0.00661634 -0.000450393 0.0126364 0.0147129 0.00457582 0.0120949 0.017585
internal_weight=2766.5 149.33 132.007 12.9569 119.05 8.59228 17.3231 116.558 2617.18 2012.39 134.429 16.6738 604.787 581.987 225.054 356.933 117.756 22.7997 1877.96 30.1506 1847.81 20.5446 15.5754 3.43875 4.36461 12.1366
internal_count=16035 1023 857 84 773 52 166 751 15012 11159 820 132 3853 3681 1292 2389 688 172 10339 179 10160 150 148 34 32 114
is_linear=0
shrinkage=0.0149824
Tree=273
num_leaves=27
num_cat=0
split_feature=92 90 148 143 147 6 0 35 90 100 35 78 90 36 113 41 90 95 10 37 6 39 89 147 79 53
split_gain=6.00467 6.042 9.04462 10.2554 9.15812 9.00421 8.45432 6.16173 5.49259 4.94597 4.89002 7.57375 8.42156 7.30193 6.50998 4.50744 4.33163 6.57977 4.1004 3.89135 3.27334 3.19442 1.75227 1.16908 0.00126475 0.000510612
threshold=-0.6187499999999998 -0.11416666666666662 0.2584919656573666 1.5925000000000002 0.43032683582591164 1534.6452093584041 1659.5930954292755 10.075000000000001 -0.11124999999999993 1.3650000000000002 3.1950000000000007 1.591666666666667 -0.50791666666666646 2.2250000000000005 0.40950000000000003 1.8150000000000002 -0.65249999999999997 -1.5000000000000002 1.591666666666667 0.41908508230080793 1530.6856884144229 0.14603152742416378 0.77000000000000013 0.44292175993420807 3.8646919751211271 1.3250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 5 22 -4 -6 8 23 -10 11 12 19 -13 -14 -5 17 -12 -19 -1 21 -18 -2 -3 25 -9
right_child=1 7 3 15 6 -7 -8 24 9 -11 16 13 14 -15 -16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.012920233862217368 0.016649205730027653 0.021633362517582272 -0.003799740969626078 -0.0019049119040739028 0.00023841547977363313 -0.025718700171967437 -0.017798374900822367 0.01689922771557225 -0.00049562786423973447 0.00094446923448335957 -0.022258378039672448 0.0048844762644104861 0.0021579988085287096 -0.031818051990111416 -0.016814429693693532 0.01795194405364359 -0.0023387527352343421 0.018170521159359864 -0.0046140126385426613 -0.00050720016363716553 -0.0059778286089844238 0.017483724811856585 0.0047566494501894733 0.0076517267235510708 0.016194387513524859 0.016537739966786418
leaf_weight=17.150946982204918 8.6456992886960489 2.96309570968151 238.6900089122355 4.0745853632688505 237.78553161770105 4.2824086993932715 5.980083316564559 1.907621975988149 1117.6267227269709 1027.5188649185002 2.1541693583130836 2.1145827248692504 11.616831175982954 2.8657527416944504 6.2405797317624083 6.9311653673648834 2.0701760388910833 3.8290557414293307 3.3018599264323711 6.752136953175067 1.8200829774141301 15.401845846325157 4.0999423637986174 2.4544351920485497 1.4510923251509664 1.8325207158923147
leaf_count=93 63 15 1222 19 1530 25 42 20 6259 6113 14 14 59 16 32 40 14 30 27 34 13 116 27 16 22 22
internal_value=4.23607e-05 -7.54883e-05 -0.00154113 -0.00354531 0.000443264 -0.00418607 -0.000204067 0.00027158 0.000232226 0.000194175 0.00421419 0.00122916 0.0033119 -0.0162347 -0.00447226 0.0106005 0.0090965 0.000688474 0.00762052 0.00912726 0.0131432 0.0151351 0.0128237 0.015299 0.0165748 0.0167222
internal_weight=2741.56 2666.24 510.489 253.978 256.511 242.972 243.766 2155.75 2150.56 2145.15 75.318 46.7408 41.7605 4.98034 17.8574 11.0058 28.5772 9.28509 7.13092 23.9031 19.2921 17.472 12.7456 5.41753 5.19124 3.74014
internal_count=15897 15435 2968 1306 1662 1247 1572 12467 12403 12372 462 248 218 30 91 59 214 71 57 127 143 130 90 31 64 42
is_linear=0
shrinkage=0.0149824
Tree=274
num_leaves=23
num_cat=0
split_feature=86 119 135 3 112 52 52 145 118 26 131 86 137 95 135 112 39 101 27 141 108 120
split_gain=7.7845 12.4341 8.10159 7.69126 12.2552 6.39643 9.3405 6.10939 12.2617 8.8754 12.9293 9.18491 5.66171 5.45119 5.70555 9.94851 5.2632 9.20719 5.99034 4.75287 4.72153 2.81484
threshold=2.9325757575757581 2.9000000000000004 0.094500000000000015 1412.6533485403338 0.31850000000000006 2.2550000000000003 2.2850000000000006 0.78895000000000015 3.3665000000000007 0.49211111111111117 1.5280000000000002 1.7596153846153848 28.150000000000002 17.250000000000004 -0.62349999999999983 0.68150000000000011 0.40511833733212094 0.90000000000000013 0.53050000000000008 -0.6319999999999999 1.0000000180025095e-35 2.2930000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 16 -3 -5 12 -7 13 9 11 -11 -9 -4 14 15 -1 18 -18 -2 -16 -15 -22
right_child=1 3 5 4 -6 6 -8 8 -10 10 -12 -13 -14 20 19 -17 17 -19 -20 -21 21 -23
leaf_value=-0.0019378674564746493 0.0048310000333987796 -0.040306999078933481 0.0068995192941085203 0.013753206251410589 -0.03263356677161755 -0.027881147778315161 -0.0014047486496834541 0.0034162730793391338 -0.030682353034899169 -0.0048254111356785404 0.0039846969863792138 -0.0039339660976867342 -0.019867039437255273 -0.0095171357248958165 -0.0011593327572657108 -0.018329670736229535 -0.017115875527075747 0.0033783818823749584 0.013198764161971936 0.00063907051557866585 0.016056478378786033 -0.0027192303241644787
leaf_weight=91.201311729848385 111.89981267973781 2.2007789984345427 31.329763140529394 2.8754058331251144 2.301969401538372 3.1067415550351134 80.25702229142189 117.15248803049326 3.281056009232997 220.70382779836655 45.018860146403313 56.599345698952675 1.8803218603134144 2.5512868762016288 425.64133892953396 9.1445869728922826 6.0569119900465003 26.230062246322632 23.182712890207767 1466.0719581320882 10.438653133809565 2.1638892963528624
leaf_count=544 845 12 215 21 15 17 589 591 20 1177 296 273 12 16 2426 57 37 204 193 8249 70 18
internal_value=4.17766e-05 0.00235711 0.00285606 -0.0168448 -0.00687138 -0.000176349 -0.00239146 -0.000233535 -0.00182653 -0.00161109 -0.0033328 0.00102195 0.00538401 0.000117851 4.97523e-05 -0.00343167 0.00496815 -0.000466272 0.00626707 0.000234424 0.00906984 0.0128326
internal_weight=2741.29 291.322 283.943 7.37815 5.17738 116.574 83.3638 2449.97 442.756 439.475 265.723 173.752 33.2101 2007.21 1992.06 100.346 167.369 32.287 135.083 1891.71 15.1538 12.6025
internal_count=15897 2160 2112 48 36 833 606 13737 2357 2337 1473 864 227 11380 11276 601 1279 241 1038 10675 104 88
is_linear=0
shrinkage=0.0149824
Tree=275
num_leaves=31
num_cat=0
split_feature=94 24 119 113 11 92 94 56 120 137 100 11 91 48 51 150 1 91 120 38 3 136 122 80 137 55 45 100 51 80
split_gain=6.18346 12.8273 11.6673 10.9104 11.1064 10.2906 8.99405 9.91722 8.87273 7.22231 7.16242 10.5728 9.08317 8.7412 14.7588 11.1663 8.38286 7.33858 6.98557 10.4211 6.90943 8.78127 6.70872 6.17674 6.17363 5.42798 5.36078 2.32542 0.0554096 0.0473598
threshold=14.550000000000002 0.77500000000000013 1.4500000000000002 0.28650000000000003 2.183333333333334 0.25541666666666668 8.4000000000000021 1.385 1.4720000000000002 3.1500000000000008 1.3650000000000002 1.7928571428571431 -0.49874999999999986 1.7550000000000001 1.3250000000000004 0.48917163917163925 1348.9356188958475 0.38250000000000001 1.2360000000000002 0.22292819597063349 1505.9100793525952 4.0500000000000007 1.2565000000000002 0.099154772414520406 8.9500000000000011 1.8050000000000004 1.2650000000000003 1.1000000000000003 1.2450000000000003 0.069118206561503109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 24 -5 9 20 8 -8 -4 16 12 28 14 -13 -15 27 -14 23 -20 26 -22 -9 -18 -1 -7 -3 29 -12 -2
right_child=10 6 5 4 -6 25 7 22 -10 -11 11 13 17 15 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028302311606670153 0.018260152940539447 0.0058281429690431813 0.0094010273379383467 -0.0046371571052652187 -0.016964150605923652 0.0093423890390318953 -0.019837995043364396 0.0065009395459855778 0.00058016859882546951 -0.00070199077886601703 0.018496946539867963 0.006078858088828209 0.0027432039347348503 -0.022116937614242608 -0.014702597470937748 -0.0031370803741081906 -0.00017082261361728727 -0.011822019361875352 0.0071231072293411139 -0.004248153514428323 0.011862196229084748 -0.0010858269511424591 -0.0023576702728451068 0.0052234933085257527 -0.0037496135030123741 -0.0098958193046278162 0.01803251873602172 0.0027493354458228265 0.021286712224340709 0.02093334788851357
leaf_weight=311.40356068313122 3.1999187245964986 85.171192977577448 16.639828961342573 143.35177766531706 18.527087073773146 37.57620195299387 11.040305107831957 30.266726598143578 8.4214260876178724 349.25047810748219 4.8683594316244116 47.837517686188221 538.22865068167448 7.6314636543393126 9.1362077444791776 78.84584104269743 452.71752553060651 7.8786021918058387 20.316654540598392 165.12431394308805 14.120626606047152 70.252570874989033 52.434356477111578 53.253282696008682 183.13694335147738 3.6081764101982108 8.9256570637226087 2.6974883154034615 2.3819485455751419 2.7851779758930206
leaf_count=1711 23 551 97 736 109 257 55 156 50 2147 35 278 3239 48 41 570 2429 47 150 925 94 462 317 241 1029 17 40 17 12 14
internal_value=4.12115e-05 -0.00068423 -0.00143608 -0.00267187 -0.00604799 0.000556671 0.002165 -0.00138008 -0.0110027 -0.000242529 0.000739246 0.00181459 0.00275425 -0.00181009 0.00274637 -0.00481202 -0.000331056 0.00253307 -0.000514775 -0.00300233 0.00419433 0.00108115 0.000884381 0.000396928 -0.00156676 0.00765692 0.00698581 0.0142989 0.0194135 0.0195042
internal_weight=2741.03 1344.13 1063.49 656.419 161.879 407.075 280.633 102.163 19.4617 365.89 1396.9 696.809 553.358 143.451 56.9737 86.4773 700.094 546.107 691.412 185.441 178.47 84.3732 82.7011 505.971 494.541 41.1844 94.0969 8.68259 7.25031 5.9851
internal_count=15897 7828 6103 3585 845 2518 1725 578 105 2244 8069 4270 3333 937 319 618 3799 3286 3745 1075 1147 556 473 2670 2740 274 591 54 47 37
is_linear=0
shrinkage=0.0149824
Tree=276
num_leaves=21
num_cat=0
split_feature=86 119 92 90 28 6 80 145 137 28 94 28 86 92 122 0 112 31 31 86
split_gain=7.55465 11.9862 8.91203 8.86846 9.97283 13.9166 9.02578 8.07373 6.60366 6.59617 6.47371 10.2496 7.31993 6.09895 6.07417 5.97262 9.38151 5.17246 5.37566 4.69797
threshold=2.9325757575757581 2.9000000000000004 -0.69124999999999981 -0.11416666666666662 6.2678571428571432 1507.9257707351078 0.069118206561503109 0.13225000000000001 3.7500000000000004 6.1339285714285721 14.550000000000002 4.0500000000000007 2.8976975405546841 -0.86958333333333315 1.3605000000000003 1382.4618515794498 0.31850000000000006 0.18612670408981552 0.20564061775038114 2.6536731634182913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 8 4 6 -6 -4 -2 -1 13 11 -5 -12 -9 -11 -3 -17 19 -19 -10
right_child=1 15 3 10 5 -7 -8 9 17 14 12 -13 -14 -15 -16 16 -18 18 -20 -21
leaf_value=-0.012368856474370547 -0.038714020447166791 -0.032427319468109984 0.00077906873060064861 0.00065041801864173078 -0.0045656311178288705 -0.034035788723285915 -0.0037681351383640647 -0.01657822500704665 0.016753392826552447 -0.016136509930962901 0.00099884450142078514 -0.0024488503521154638 -0.014782900636055533 0.0026063068289397945 0.013588472237139109 0.01809992387060582 -0.025937575263008772 -0.020259258395470808 0.0059673118305181849 -0.00051003535830087968
leaf_weight=3.5402211695909491 1.0468324571847905 3.0786330699920645 169.49916231632233 508.03442763164639 11.749762281775476 5.1837945207953444 232.23670425266027 3.774148851633071 17.802448540925983 1.6808641850948358 1026.6909271292388 453.19191151112318 6.6398307755589476 257.99683842808008 18.830613769590855 2.0553082004189491 2.3022302389144897 2.1864769682288161 8.8756247349083406 4.4162829667329779
leaf_count=18 7 17 1056 2919 66 29 1121 25 97 10 5761 2526 42 1899 171 16 15 12 64 26
internal_value=4.06683e-05 0.00232397 -0.000230309 -0.000341926 -0.00232434 -0.0135872 -0.00184959 0.00281678 0.007085 0.0029708 7.41938e-05 -0.000810802 0.000897436 0.00232971 0.0111526 -0.0164528 -0.00516654 0.0091544 0.00078347 0.013322
internal_weight=2740.81 290.765 2450.05 2413.23 418.669 16.9336 401.736 283.329 36.8211 282.282 1994.56 961.226 1033.33 261.771 20.5115 7.43617 4.35754 33.2808 11.0621 22.2187
internal_count=15897 2160 13737 13520 2272 95 2177 2112 217 2105 11248 5445 5803 1924 181 48 31 199 76 123
is_linear=0
shrinkage=0.0149824
Tree=277
num_leaves=27
num_cat=0
split_feature=86 119 135 79 53 28 28 8 90 94 24 119 9 104 103 103 27 122 90 145 90 1 141 0 11 99
split_gain=7.34219 11.5734 7.89182 8.37778 8.15081 7.00484 8.66044 7.58142 6.90185 5.91873 14.0118 13.6589 9.66618 8.3828 7.70828 9.32226 8.65981 6.63251 10.5073 13.0959 9.42817 6.28857 6.7883 5.6565 4.76762 4.72686
threshold=2.9325757575757581 2.9000000000000004 0.094500000000000015 2.9725649350649355 2.4450000000000007 3.4722222222222228 2.0500000000000003 0.96666666666666667 0.048333333333333256 14.550000000000002 0.77500000000000013 1.4500000000000002 1.3095238095238098 0.98050000000000004 0.48750000000000004 0.34950000000000003 0.4981666666666667 2.4335000000000004 -1.0000000180025095e-35 0.67555000000000009 -0.3158333333333333 1348.9356188958475 0.049000000000000009 1382.4618515794498 2.7238095238095243 0.66025641025641035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 8 -5 6 -2 -7 -4 10 11 12 -1 -13 15 -12 -16 21 20 -20 -19 24 -23 -3 -11 -25
right_child=1 23 3 4 -6 7 -8 -9 -10 17 14 13 -14 -15 16 -17 -18 18 19 -21 -22 22 -24 25 -26 -27
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leaf_weight=453.12594088166952 15.779293306171892 3.122665546834468 35.213512394577265 51.058759957551956 9.8769678696989995 24.375586342066526 38.107094217091799 88.169920321553946 20.216746307909489 13.162364676594732 156.68966149911284 337.5575850494206 142.88103402405977 25.309356689453125 43.953391022980213 10.137275613844393 41.647267859429121 2.7616735771298409 17.378358375281099 4.8485747501254073 3.9156881347298649 576.12691346555948 618.73687950894237 2.2786079496145248 1.971387818455695 2.0867443159222603
leaf_count=2382 121 17 236 397 56 170 263 725 144 87 997 2063 756 140 244 54 228 16 132 29 24 3119 3452 15 14 16
internal_value=4.0113e-05 0.00229315 0.00277994 -0.000213267 -0.00404742 0.00487273 0.000430652 0.00699958 0.00400171 -0.000226813 -0.000971522 -0.0017983 -0.00319357 0.000493415 0.00216908 0.0040445 -0.0014859 0.000501305 -0.00659141 -0.00164024 -0.0230723 0.000670735 0.000549178 -0.0160914 0.0102681 -0.00507782
internal_weight=2740.49 290.286 282.798 116.366 60.9357 166.432 53.8864 112.546 55.4303 2450.2 1211.3 958.874 596.007 362.867 252.428 166.827 85.6007 1238.9 28.9043 22.2269 6.67736 1210 1194.86 7.48802 15.1338 4.36535
internal_count=15897 2160 2112 833 453 1279 384 895 380 13737 6864 5341 3138 2203 1523 1051 472 6873 201 161 40 6672 6571 48 101 31
is_linear=0
shrinkage=0.0149824
Tree=278
num_leaves=23
num_cat=0
split_feature=86 119 92 135 92 106 86 86 30 77 109 54 39 1 8 44 5 95 104 1 45 79
split_gain=7.13675 11.1759 8.66665 7.69618 8.174 8.74659 6.24247 16.0061 8.9494 6.49386 5.84776 5.48556 5.13138 6.8538 5.06639 4.83939 4.25892 4.18581 5.82081 3.78227 3.08093 0.0279982
threshold=2.9325757575757581 2.9000000000000004 -0.69124999999999981 0.094500000000000015 0.15041666666666667 0.59050000000000014 1.0000000180025095e-35 1.5857142857142861 0.079455266955266918 4.3000000000000007 3.5000000000000004 1.385 0.40511833733212094 1462.4380408329582 2.4476190476190482 9.2900000000000009 1500.0000743295518 8.25 0.22950000000000004 1509.5309032549151 1.0000000180025095e-35 3.8646919751211271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 12 5 -5 9 19 -9 15 17 20 16 -14 -6 -4 -2 18 -1 -8 -3 -11
right_child=1 11 6 4 14 -7 7 8 -10 21 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.004365837419970907 0.0033068099043184504 -0.035305311629477108 -0.00022924426836675474 -0.0095707454630689671 0.0081095756765549292 0.00077011961699542891 -0.02338156263342071 0.0047034318556424988 -0.0016334376984140995 0.01894321109308764 -0.012384099254707681 0.0041224679773274892 -0.017060759660037336 0.0023416462622905944 -0.0078288366209343062 0.0019921900369666602 0.0086600300459516236 -0.0075013282519568996 0.017516054579569406 -0.0095733823396165086 -0.012529097992671925 0.01655147863128242
leaf_weight=16.031126316636804 63.752163846045732 2.6764038652181616 1430.5998078584671 28.248755063861609 30.413652881979942 52.453029882162809 7.6359266787767437 54.230904750525951 645.38339809328318 1.6625728532671917 3.1887773573398581 2.2077826708555222 4.8051424920558921 27.336121711879969 5.2495274394750586 260.16621605306864 69.979593124240637 3.1811397969722739 14.291795447468756 10.682308465242384 2.6563495099544525 3.2514264099299908
leaf_count=106 457 15 8234 191 223 376 32 255 3303 11 17 19 27 214 43 1601 581 17 77 45 14 39
internal_value=3.9589e-05 0.00226303 -0.00022336 0.00274396 -0.000209879 -0.00284959 -0.000333224 -0.00150422 -0.00114223 0.000162563 0.00700333 -0.0157379 0.00481618 -0.000559038 0.00576348 0.000112578 0.00610806 0.00884855 0.0105638 -0.0153293 -0.0239601 0.0173608
internal_weight=2740.08 289.779 2450.31 282.238 116.365 80.7018 2413.61 717.933 699.614 1695.68 36.6928 7.54054 165.873 32.1413 35.6632 1690.77 133.732 33.5041 30.3229 18.3182 5.33275 4.914
internal_count=15897 2160 13737 2112 833 567 13520 3635 3558 9885 217 48 1279 241 266 9835 1038 200 183 77 29 50
is_linear=0
shrinkage=0.0149824
Tree=279
num_leaves=27
num_cat=0
split_feature=86 92 135 92 106 84 130 133 52 89 86 30 137 77 39 6 29 38 6 6 109 7 6 42 96 79
split_gain=6.93666 8.43617 7.79373 8.72449 7.41519 11.4738 7.08205 21.1009 6.6986 6.40358 17.737 8.68831 6.37594 6.37316 6.35941 7.74042 6.02991 5.30426 5.25309 5.15398 4.51742 4.44141 4.36044 3.44318 3.29044 0.026624
threshold=2.9325757575757581 -0.69124999999999981 0.087500000000000008 0.15041666666666667 0.59050000000000014 0.015993589743589703 1.9500000000000002 2.2110000000000007 2.4350000000000005 1.0000000180025095e-35 1.5857142857142861 0.079455266955266918 3.7500000000000004 4.3000000000000007 0.40511833733212094 1493.3138873494092 2.5857142857142863 0.24679717628928435 1506.1575847927024 1504.7557718686332 3.5000000000000004 -46.947501331309461 1509.1317598343851 3.3950000000000005 5.5000000000000009 3.8646919751211271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 14 4 5 -4 23 -8 -6 13 22 -12 -1 16 18 -16 -3 -17 19 -2 21 -14 -11 -5 -20 -15
right_child=2 9 3 6 8 -7 7 -9 -10 10 11 -13 20 25 15 17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27
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leaf_weight=3.556417502462863 97.190112896263599 194.85785869508982 23.064873754978183 13.87724529951811 18.080243840813637 6.2866059578955165 8.3666449822485429 2.0149357467889777 35.85260758548975 12.021385326981546 54.147407948970795 645.82172777503729 1.2552476227283502 1.6439613178372372 4.9088837802410117 13.163257092237474 1495.0301882140338 16.93714415282011 27.390089504420757 3.8826815150678149 2.4130886793136588 29.345087047666311 7.0476548075675955 11.733177442103623 6.5399094671010962 3.2080058380961418
leaf_count=18 743 1368 146 97 121 50 69 14 263 50 255 3303 9 11 27 114 8464 118 215 32 13 177 30 89 62 39
internal_value=3.90437e-05 -0.000219993 0.00223315 -0.000702813 -0.00336657 -0.00942656 0.00546104 -0.00497735 -6.85869e-05 -0.000328199 -0.00151293 -0.00112454 0.00692212 0.000174454 0.00429295 -0.00139727 0.000125223 0.0014477 0.00576856 0.00405621 0.00897542 0.0105318 -0.0157697 0.0096924 0.0108694 0.017321
internal_weight=2739.64 2450.35 289.288 119.276 83.2843 29.3515 35.992 10.3816 53.9329 2413.78 719.038 699.969 36.5698 1694.74 170.012 35.0093 1689.89 30.1004 135.003 101.073 33.0134 30.6003 19.069 25.6104 33.93 4.85197
internal_count=15897 13737 2160 849 580 196 269 83 384 13520 3638 3558 217 9882 1311 259 9832 232 1052 775 199 186 80 186 277 50
is_linear=0
shrinkage=0.0149824
Tree=280
num_leaves=26
num_cat=0
split_feature=90 145 6 26 3 138 3 3 3 54 8 90 4 78 23 28 18 23 93 80 34 26 26 31 51
split_gain=8.67339 6.96988 13.2867 10.4953 10.0474 10.0272 6.2585 6.37088 10.4465 9.94996 7.26914 6.0809 17.2413 12.6084 9.207 6.12441 6.10111 4.76729 5.405 3.94317 3.91091 4.18634 2.01286 0.635023 0.0940151
threshold=-0.50791666666666646 0.78895000000000015 1483.9308587982964 0.48950000000000005 1458.2683215531843 11.500000000000002 1585.1771242923317 1440.5800493039467 1449.1384996663571 1.2550000000000001 0.51666666666666672 -0.3874999999999999 1602.6876991249078 0.79285714285714304 3.8452380952380958 7.5277777777777786 1.0000000180025095e-35 2.6333333333333337 20.550000000000004 0.070641383395542309 4.2350000000000012 0.42387500000000006 0.50527777777777783 0.23756188118811883 1.1950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 11 17 4 -4 -5 7 20 9 -9 -10 12 14 -14 -2 16 -13 19 -19 -3 21 -1 -17 24 -8
right_child=1 2 3 5 -6 -7 23 8 10 -11 -12 15 13 -15 -16 22 -18 18 -20 -21 -22 -23 -24 -25 -26
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leaf_weight=2.7083566561341348 53.974393978714943 10.227838657796385 49.085122659802437 266.07918783649802 114.79908304661512 17.755316168069839 3.5849324017763129 2.702676109969615 8.0189949944615346 2.0988849848508835 55.849608033895493 762.87763116508722 2.6199732571840268 5.7300175726413727 8.336153715848921 3.0015510916709891 1320.7134638652205 10.835740398615597 2.3121781796216956 13.716014519333838 2.8263906091451636 20.134392686188221 9.2388687543570978 1.9268102198839185 2.0556201189756393
leaf_count=14 327 62 250 1534 594 99 26 15 43 15 351 4375 16 32 53 19 7742 64 14 64 19 128 87 17 10
internal_value=4.316e-05 -0.000121705 -0.00174559 -0.0024595 0.000559332 -0.00420255 0.00433244 0.00328086 0.000900423 -0.020412 0.00250267 0.000241684 -0.00408122 -0.0242981 -0.00137203 0.00038743 0.000325354 0.00687163 0.0141201 0.00289138 0.00964899 0.0117061 0.0109542 0.017442 0.0199787
internal_weight=2753.21 2651.3 484.81 447.719 163.884 283.835 101.907 94.3393 68.6702 4.80156 63.8686 2166.49 70.6605 8.34999 62.3105 2095.83 2083.59 37.0918 13.1479 23.9439 25.6691 22.8427 12.2404 7.56736 5.64055
internal_count=15970 15332 2681 2477 844 1633 638 585 424 30 394 12651 428 48 380 12223 12117 204 78 126 161 142 106 53 36
is_linear=0
shrinkage=0.0149824
Tree=281
num_leaves=31
num_cat=0
split_feature=145 1 129 138 7 38 85 125 145 95 46 93 145 24 143 5 4 7 141 141 141 146 79 55 91 138 141 49 106 50
split_gain=6.8518 12.825 12.9842 8.93731 8.58423 8.68059 7.70771 9.09906 7.34962 6.7892 6.82349 6.2238 5.84471 5.49932 5.40367 10.9214 11.0055 9.60402 9.35517 13.7039 8.03724 7.86181 9.08562 10.4634 7.85217 7.72753 7.32033 6.76135 6.34606 3.56034
threshold=0.78895000000000015 1435.8284645226615 1.0000000180025095e-35 10.500000000000002 10.026882271192678 0.23458665364130382 -0.088699186991869891 0.3665000000000001 0.94180000000000008 7.4999999999999991 3.4350000000000005 17.550000000000004 0.90295000000000014 0.61250000000000016 -0.56449999999999989 1484.1983340353347 1524.6266327345681 -27.834953541951673 -1.5344999999999998 -0.6319999999999999 -2.3284999999999996 0.0021500000000000004 3.222123579545455 1.675 -0.062499999999999944 8.5000000000000018 -1.9689999999999996 2.8150000000000004 0.68150000000000011 1.0750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 9 4 5 -3 8 -8 -5 10 -2 29 -13 -6 15 16 17 -1 20 -20 -17 24 25 -24 28 -23 -26 -18 -16 -4
right_child=1 3 11 6 13 -7 7 -9 -10 -11 -12 12 -14 -15 21 18 27 -19 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.034053917555923657 0.0034707302147367744 -0.0099636384042229732 0.0061903204905213267 -0.024728464218396536 0.00082638504831733007 -0.0029244776964792792 -0.023239306966733785 0.0056833888628553975 0.0059605560028904887 -0.027443053250676107 -0.016534180262718679 -0.012948498866433119 0.012314270529444917 0.019501735462792429 0.0060745455105442022 -0.0062749237009648053 0.018737971481857144 -0.0097115830028735584 -0.0043371794181907494 0.00091936787941892671 0.0082914684417847648 -0.00017491657101006327 0.010054485549196841 -0.026531584457443382 -0.019123863267344419 -0.0055311891903938428 0.00083102449325996909 -0.0073185680383024265 0.0012837040077117265 0.016925508855243583
leaf_weight=4.3302761539816848 16.399227969348438 44.953314255923033 10.578348517417909 4.2166298106312743 9.6524545103311521 314.09285022318363 2.5522698760032645 56.315307661890984 2.9965251348912716 2.4677407518029204 4.9924662560224524 4.4989426210522634 3.7853307574987411 5.5887342244386664 125.03860339522362 10.501930002123116 4.4221747443079931 22.764804609119896 175.10982586815953 305.6474188901484 44.668335974216461 149.68692580610514 22.619147997349504 1.9022516310214985 4.1414503008127204 101.43113144487143 1149.8842797614634 4.5205937474966049 123.23211655393243 20.13411508500576
leaf_count=23 97 314 58 22 52 1678 12 305 17 13 29 25 22 35 743 73 29 133 1016 1907 286 893 181 11 26 598 6541 21 698 112
internal_value=4.25706e-05 -0.00153784 0.00479302 -0.00244148 -0.00333832 -0.0038058 0.00263826 0.0044294 -0.0119795 -0.0039126 -0.0011981 0.0101194 -0.00140518 0.0076744 0.000396054 -0.000861557 -0.00884535 -0.013602 -0.000324695 -0.000995264 0.00551868 0.000824742 -0.00148841 0.00721629 0.00127942 -0.00233841 0.000759412 0.00556634 0.00369655 0.013228
internal_weight=2753.13 503.224 62.8562 440.368 374.287 359.046 66.0807 58.8676 7.21315 23.8594 21.3917 38.9967 8.28427 15.2412 2249.9 571.965 36.0378 27.0951 535.928 480.757 55.1703 1677.94 275.639 24.5214 1402.3 251.118 1154.03 8.94277 248.271 30.7125
internal_count=15970 2791 356 2435 2079 1992 356 317 39 139 126 217 47 87 13179 3488 206 156 3282 2923 359 9691 1683 192 8008 1491 6567 50 1441 170
is_linear=0
shrinkage=0.0149824
Tree=282
num_leaves=23
num_cat=0
split_feature=145 2 130 6 104 138 79 144 129 131 114 121 143 0 12 146 92 127 141 10 105 79
split_gain=6.64355 15.6194 12.6008 11.2184 9.86934 7.95834 7.98454 7.58421 7.41668 6.96631 6.72657 5.83956 5.71832 9.77069 14.1242 7.66135 9.13919 9.03811 7.34334 4.5403 3.25958 0.410185
threshold=0.78895000000000015 -24.533616926527202 1.7320000000000002 1483.9308587982964 0.66750000000000009 7.5000000000000009 2.8477419616417294 0.0034500000000000004 1.0000000180025095e-35 1.5280000000000002 1.4645000000000004 0.18350000000000002 -0.56449999999999989 1430.8098796732618 1.0000000180025095e-35 0.0021500000000000004 0.13541666666666663 1.5635000000000001 -1.5344999999999998 1.4476190476190478 0.72050000000000003 2.7914554781410312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 8 -4 6 -2 9 10 -5 -3 -1 13 14 -13 16 -14 -17 -15 -7 -10 -9
right_child=1 3 4 7 -6 19 -8 21 20 -11 -12 12 15 18 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.020474237477072797 -0.0055222640533879735 -0.0074938112053788367 -0.046618099305270534 -0.0026512001081061276 -0.010178259008797891 0.016895135830058899 -0.033717812021550574 0.020924012716871512 0.013944885501971793 0.0024771610539490521 0.015794438519259553 0.0087276995544637928 0.00083647390624089701 0.0049759959144081616 -0.011504988303016278 -0.0026511501190960903 0.0047823532023095082 0.0048121243961654998 -0.00093482270908179738 -0.0072678666896506764 -0.0023211158011857678 0.012132523188259383
leaf_weight=3.2449829503893843 6.6988688409328514 11.045329369604586 3.8026050180196753 364.6431321837008 2.9726383313536644 3.7859716340899459 3.398135632276535 2.7063990533351889 21.237430527806286 71.04138371348381 3.7222980074584475 9.7118014320731145 1253.5460503958166 52.452823083847761 38.242587491869926 232.40826551616192 147.23523788154125 43.192582793533802 469.36135963723063 3.2389659658074379 3.1794288009405127 2.1282448619604111
leaf_count=19 32 62 21 1969 19 21 21 14 116 442 23 62 7154 345 210 1385 851 297 2856 18 17 16
internal_value=4.20098e-05 -0.00151348 -0.0133352 -0.000924563 -0.0306302 -0.0064915 -0.0150115 -0.0016079 0.00675762 -0.00181499 -0.0016238 0.000390258 0.000361243 -0.000935438 -0.00740743 0.000801958 0.00125122 -0.00148149 -0.000340666 0.00575439 0.0118268 0.017054
internal_weight=2753 503.601 23.8972 479.704 6.77524 17.1219 10.097 440.519 39.1845 435.685 14.7676 2249.4 2246.15 569.769 47.9544 1676.38 1400.78 275.601 521.814 7.02494 24.4169 4.83464
internal_count=15970 2791 132 2659 40 92 53 2441 218 2411 85 13179 13160 3473 272 9687 8005 1682 3201 39 133 30
is_linear=0
shrinkage=0.0149824
Tree=283
num_leaves=25
num_cat=0
split_feature=90 90 4 78 104 18 145 26 3 126 3 30 34 79 99 89 15 18 10 135 145 122 49 80
split_gain=8.33471 6.46278 12.5171 11.1402 8.51742 10.235 6.5895 11.041 10.1892 8.29202 6.16716 6.22488 10.7889 7.88747 7.11942 6.25139 5.95853 5.39896 10.5849 8.12984 4.24875 0.642225 0.100727 0.0133321
threshold=-0.50791666666666646 -0.3874999999999999 1602.6876991249078 0.86190476190476206 1.2435000000000003 2.5000000000000004 0.8357500000000001 0.49050000000000005 1455.6187829689777 0.61250000000000016 1585.1771242923317 0.15356541268950027 4.9350000000000014 2.7351872518232079 0.71008403361344552 0.21000000000000005 0.90000000000000013 1.0000000180025095e-35 2.5916666666666672 1.1215000000000004 0.83975000000000011 2.4690000000000007 2.5650000000000004 0.048518270944741503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 5 -2 17 9 -9 -8 11 14 13 -13 20 -16 -5 18 -3 -19 -1 22 23 -12
right_child=1 6 3 16 -6 -7 7 8 -10 -11 21 12 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25
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leaf_weight=23.216284818947319 71.165295746177435 738.15648143738508 3.206695504486559 3.2979490235447884 3.9878986999392501 2.9729577973484984 7.0980729907751074 49.715060777962208 185.36731323227286 131.6023226454854 1.4549593180418008 13.108219236135481 2.3743621930479994 31.880914803594351 6.1167242377996471 13.477218210697172 2.5085785537958145 1389.7505434527993 58.396253317594528 4.067830763757228 3.9235511049628249 1.6819605752825735 2.0501608699560165 2.2968750298023224
leaf_count=149 424 4163 19 19 27 18 31 283 1064 685 14 66 18 222 33 74 13 8158 402 26 23 14 10 15
internal_value=4.14349e-05 -0.000119931 -0.00413254 -0.0208505 -0.00220382 -0.00335115 1.64324e-05 -0.00182215 -0.00380005 0.00153017 0.00425311 0.00321201 -0.000615813 0.00102693 0.0070914 0.000209148 -0.0332287 0.000330184 0.00131413 -0.000232133 0.0120601 0.0173431 0.0197062 0.0182465
internal_weight=2752.87 2651.29 87.1394 9.01322 78.1262 74.1383 2564.15 373.783 235.082 138.7 101.581 94.0973 47.3635 44.9891 46.7338 19.5939 5.80653 2190.37 796.553 1393.82 27.1398 7.48396 5.802 3.75183
internal_count=15970 15332 520 51 469 442 14812 2063 1347 716 638 585 306 288 279 107 32 12749 4565 8184 172 53 39 29
is_linear=0
shrinkage=0.0149824
Tree=284
num_leaves=23
num_cat=0
split_feature=145 2 130 6 138 92 26 13 124 122 99 121 18 143 31 10 29 137 29 147 25 26
split_gain=6.26796 15.0866 11.9301 10.8434 7.64281 7.48405 7.94749 7.25888 6.76634 6.76026 5.83952 5.72929 6.08411 9.30272 11.2659 8.23155 9.72495 7.88148 6.99312 5.52571 5.42269 5.13237
threshold=0.78895000000000015 -24.533616926527202 1.7320000000000002 1483.9308587982964 7.5000000000000009 -0.4549999999999999 0.49050000000000005 1.0000000180025095e-35 1.1000000000000003 0.97500000000000009 0.6132478632478634 0.18350000000000002 1.0000000180025095e-35 1.0690000000000002 0.19242713807931197 0.17142857142857143 2.683333333333334 24.950000000000003 7.2111111111111121 0.44292175993420807 0.22500000000000003 0.41422222222222221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 7 20 9 -7 8 -3 -5 -4 -1 15 18 -15 16 -13 -17 -14 -6 -2 -9
right_child=1 3 10 5 19 6 -8 21 -10 -11 -12 12 13 14 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.02037124749517789 -0.032498239402906991 -0.0093566693702801483 -0.044152985682259088 -0.01485901548958031 -0.0072804045416095453 0.00067103626560158962 -0.0036155268067270645 -0.0092648640334466563 0.01165860463277753 0.0094086911646648584 -0.016512447490072042 -0.034713646374822979 -0.00010028898277370787 -0.0012443995910800568 -0.013195342328922298 0.0010629771429543505 -0.0025337300682886591 0.0064260466588690135 0.0095084215924748552 0.019344662049533307 -0.0079558630788608836 0.013977299464151624
leaf_weight=3.21316885203123 2.7807802408933693 9.3219471871852857 3.2867792174220076 2.9274942129850414 3.5964154899120322 154.01401828229427 262.68541922792792 2.3625301271677044 5.4495773538947097 21.503684379160404 3.589485839009285 3.0086198449134809 1260.9297739602625 52.74972815439105 26.652195725589991 811.10193437337875 7.0423649698495865 66.556900415569544 17.234466124325991 3.4075092598795891 7.3952994421124458 21.919709831476212
leaf_count=19 14 50 20 13 18 794 1508 11 35 126 20 14 7411 300 176 4711 40 393 115 21 39 122
internal_value=4.08688e-05 -0.00146882 -0.0130472 -0.00088877 -0.00637213 -0.00155867 -0.00203119 0.00667802 -0.00160361 0.00650077 -0.0297244 0.000379429 0.000350819 -0.000279848 -0.00525588 0.00131529 -0.0121664 0.00146968 2.92728e-05 0.00567309 -0.0146625 0.011716
internal_weight=2752.73 504.241 24.0563 480.184 17.18 441.131 416.699 39.0538 14.7715 24.4312 6.87627 2248.49 2245.28 1357.57 79.4019 887.71 10.051 877.659 1278.16 7.00392 10.1761 24.2822
internal_count=15970 2791 132 2659 92 2441 2302 218 85 139 40 13179 13160 8002 476 5158 54 5104 7526 39 53 133
is_linear=0
shrinkage=0.0149824
Tree=285
num_leaves=30
num_cat=0
split_feature=90 90 133 96 133 136 135 145 26 131 40 34 133 137 130 134 134 133 18 100 130 137 145 90 26 89 127 143 127
split_gain=8.03977 6.28736 9.06718 9.35212 10.7458 8.32409 6.8588 6.23583 10.4264 7.70941 7.51942 5.9469 7.22955 7.05047 8.00464 5.60907 5.3517 9.33754 6.20484 4.94235 9.68034 4.8111 4.58771 4.80972 2.39924 3.45614 1.61826 1.57813 0.521488
threshold=-0.50791666666666646 -0.3874999999999999 1.4145000000000001 4.5000000000000009 1.5635000000000001 3.8500000000000001 0.42700000000000005 0.8357500000000001 0.49050000000000005 1.5635000000000001 2.7250000000000005 1.905 1.3540000000000003 9.9500000000000011 2.6125000000000003 0.027000000000000007 -0.69449999999999978 0.81650000000000011 1.0000000180025095e-35 1.3650000000000002 1.9500000000000002 13.950000000000001 0.48775000000000007 -0.63624999999999987 0.5395000000000002 0.6100000000000001 1.5855000000000004 -0.67999999999999994 1.6125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 4 -4 -2 -7 16 10 -10 -9 12 24 14 15 -13 17 -3 -18 21 -21 -14 26 -24 28 -26 -15 -5 -1
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leaf_value=0.020047126775659355 0.0089018029834877863 -0.015737285573295994 0.013808306672818517 0.0027115854298218568 -0.0063980535937803078 -0.0098034015179269806 -0.033535952821342918 0.0048292302004385055 -0.0048823486924609262 0.0024482846247329674 -0.0021594739888647738 -0.0052457213049543023 0.01436701422515977 0.020830153619189124 -0.027090970676695424 0.00738077235446883 0.0015852520378618878 -0.0014142662931768916 -0.00012033962577457582 -0.016071594688016576 0.009722138258865148 -0.0040065637698342947 0.013243417042000067 -0.0099666898920607334 -0.0046319803501382699 0.019206663206236065 0.0060098216470045882 0.018792541574685614 0.012043495617099404
leaf_weight=11.091896615922453 4.9723085239529601 11.395664572715758 7.2715894132852545 1.7593702673912046 31.498862702399492 32.596414525061846 2.9837111234664908 72.380448505282402 197.37855512276292 38.481728080660105 66.134445674717426 22.568009410053492 11.019236516207458 6.0516776293516177 2.8161746710538855 12.148771397769449 747.4161866940558 98.783092066645622 1332.1456551924348 6.6852302700281125 6.3858208432793617 4.5076509341597548 3.7737169489264488 4.2738649472594243 2.8136135153472415 2.6518592685461044 2.2758173272013664 6.1879766359925261 2.1880266293883315
leaf_count=66 26 64 43 11 201 179 16 391 1094 253 325 133 88 34 19 74 4276 613 7796 41 46 30 21 22 16 16 16 44 16
internal_value=4.03081e-05 -0.000117923 -0.00407263 0.000426736 -0.00260824 -0.00925605 -0.0117936 1.66762e-05 -0.00177023 -0.00368632 0.00149245 0.00418378 0.00805834 0.000781039 -0.00279785 -0.00082721 0.00032218 -0.00289568 0.000492668 0.00331824 -0.00347015 0.00903293 0.00898413 0.000917129 0.0152898 0.00693461 0.0167799 0.0152326 0.0187285
internal_weight=2752.64 2651.39 87.2702 46.7178 38.7705 40.5524 35.5801 2564.12 374.375 235.86 138.515 101.251 47.3433 53.908 37.533 34.7168 2189.74 110.179 2079.56 28.5979 13.0711 15.5269 16.3751 8.04758 18.7454 5.46547 8.32749 7.94735 13.2799
internal_count=15970 15332 520 299 244 221 195 14812 2063 1347 716 638 319 319 226 207 12749 677 12072 205 87 118 93 43 114 32 50 55 82
is_linear=0
shrinkage=0.0149824
Tree=286
num_leaves=22
num_cat=0
split_feature=90 90 133 113 11 35 96 133 145 26 123 126 121 95 103 40 103 149 137 101 121
split_gain=7.8217 6.08894 8.74952 10.6122 11.8129 10.3658 9.14718 10.4523 6.04629 10.0979 8.53839 8.04432 6.32259 5.02938 5.02298 4.62536 6.60708 6.57568 5.90538 5.89711 1.73348
threshold=-0.50791666666666646 -0.3874999999999999 1.4145000000000001 0.47750000000000009 1.0333333333333337 2.6050000000000004 4.5000000000000009 1.5635000000000001 0.8357500000000001 0.49050000000000005 2.1520000000000006 0.61250000000000016 0.18350000000000002 -15.749999999999996 2.0955000000000008 4.6550000000000011 1.1505000000000003 0.49947595138573098 3.7500000000000004 1.9000000000000001 0.95000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 5 -5 -2 7 -4 12 11 -11 -10 -3 -14 15 16 18 -18 -1 -17 -8
right_child=1 8 6 4 -6 -7 20 -9 9 10 -12 -13 13 -15 -16 19 17 -19 -20 -21 -22
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leaf_weight=4.3533231839537612 5.7981848567724255 3.5521473884582511 7.2199685946106902 4.7674025595188123 4.0411548316478729 26.102624729275703 1.6631996259093274 31.606686621904373 7.1112829446792594 229.05008173361421 7.2074497416615477 131.29468636959791 29.045892439782619 2156.81231925264 3.0503683090209952 2.5893269330263129 2.7443216890096691 20.169772114604712 65.430080574005842 2.6682982891798019 6.2112078107893467
leaf_count=24 28 21 43 26 22 145 12 201 31 1287 60 685 166 12562 20 21 13 133 411 16 43
internal_value=3.97615e-05 -0.000116121 -0.0040047 -0.0090817 -0.0236391 -0.00506205 0.000420931 -0.00256518 1.64427e-05 -0.0017423 -0.00362491 0.00147129 0.000317408 0.000284952 0.00413181 0.0047214 0.00549676 0.0124771 0.00320469 -0.00894891 0.0151446
internal_weight=2752.49 2651.48 87.4104 40.7094 8.80856 31.9008 46.7011 38.8267 2564.07 374.664 236.258 138.406 2189.41 2185.86 101.005 97.9551 92.6975 22.9141 69.7834 5.25763 7.87441
internal_count=15970 15332 520 221 48 173 299 244 14812 2063 1347 716 12749 12728 638 618 581 146 435 37 55
is_linear=0
shrinkage=0.0149824
Tree=287
num_leaves=26
num_cat=0
split_feature=26 103 103 8 80 42 6 8 6 51 41 48 144 133 141 27 91 141 141 8 130 151 126 126 92
split_gain=7.71606 11.3971 13.6466 12.5051 11.9486 10.9453 8.59829 7.55311 7.49461 9.42463 9.14204 8.63952 6.71068 6.49008 5.77382 5.68571 7.63293 7.57559 7.42636 7.28252 6.84273 4.18353 4.11954 4.02355 3.67077
threshold=0.43894444444444453 0.91750000000000009 0.95550000000000013 1.2583333333333335 0.046585792411838654 3.1350000000000002 1466.0889274047354 0.79285714285714304 1474.1267380539837 1.4150000000000003 2.4050000000000007 1.2850000000000004 0.00125 2.4720000000000004 -2.4334999999999996 0.54414285714285726 0.39166666666666666 -0.99499999999999988 -1.6084999999999998 0.37857142857142861 0.88200000000000012 0.84100000000000008 1.2930000000000004 1.9500000000000002 0.53875000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 22 5 -4 14 -6 11 10 -10 -1 -11 -13 -2 18 17 -17 20 -20 -8 -16 -3 -18 -23
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leaf_weight=2.6140158399939564 2.1643182784318915 4.0443935841321927 6.8942360728979093 3.7243670076131821 38.553549826145172 2.9639551416039467 12.662145979702471 112.14688327163458 181.16484759002924 21.943607762455944 2.6979382410645476 10.487477853894232 4.6578291356563559 2.9588629975914946 1.9664189368486393 39.256303410977125 2.2555650845170012 399.58039587363601 61.020147226750851 1736.6727619580925 55.270168550312519 30.531915102154016 2.9827800989151001 2.5439360216259956 2.2446024417877188
leaf_count=14 18 18 41 19 196 18 76 601 922 91 18 50 20 17 15 221 13 2355 314 10236 377 224 16 17 19
internal_value=-5.06925e-05 -0.00198006 -0.0048961 -0.0212373 -0.00380183 -0.019782 0.000276466 -0.00275648 0.000225207 0.000978019 0.00218397 -0.00964006 -0.00735722 -0.0144851 0.0074509 0.000161802 0.00168633 0.00189185 -0.000200723 -0.000384477 0.00466196 0.00892996 -0.0330004 -0.0171053 0.0102034
internal_weight=2744 397.835 171.31 10.7515 160.559 9.85819 2346.17 150.7 226.525 210.464 183.863 16.0604 26.6014 13.4463 36.9073 2309.26 443.636 438.837 1865.63 1797.69 67.9323 34.7429 7.02717 4.7995 32.7765
internal_count=15926 2041 909 53 856 59 13885 797 1132 1051 940 81 111 67 276 13609 2606 2576 11003 10550 453 258 34 30 243
is_linear=0
shrinkage=0.0149824
Tree=288
num_leaves=27
num_cat=0
split_feature=112 98 24 80 133 24 35 141 105 10 92 45 97 24 120 123 11 29 115 2 102 100 29 141 131 46
split_gain=4.66227 11.6404 9.91331 8.45742 9.54139 9.09925 8.82678 8.22793 8.0375 7.73559 8.08807 7.50556 7.48984 11.532 7.73748 7.05462 6.82163 6.62443 6.45336 15.3147 6.40854 6.37005 5.39448 4.90351 2.76547 2.47806
threshold=0.22750000000000004 0.90454545454545465 0.73214285714285732 0.078767816259205106 1.6835000000000002 0.55000000000000016 3.6950000000000007 -0.66199999999999992 0.58750000000000002 0.93095238095238109 0.023333333333333355 1.0950000000000004 1.0000000180025095e-35 0.93750000000000011 1.4720000000000002 2.6795000000000004 1.6547619047619049 2.8944444444444448 1.5500000000000003 -174.61064094760431 0.39400000000000007 0.90000000000000013 3.4722222222222228 0.50500000000000012 0.95000000000000007 3.4550000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 5 -1 17 11 -6 -3 21 16 13 14 -2 20 -4 -5 19 -9 -14 -11 -13 -20 -8 -15
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leaf_weight=329.57223959639668 20.607373487204313 5.6398589760065105 4.9920993074774769 47.755919933319092 196.77461205050349 5.7338271662592879 11.345341846346857 2.8442633375525466 23.605767786502838 7.7801167070865693 3.1020816117525092 5.2474483400583294 43.054739907383919 4.1239942386746398 17.317981794476509 3.7363588511943808 23.469247594475746 235.29199676960707 54.233786534518003 57.329459987580776 1565.1457777842879 10.070347487926481 14.168569236993788 32.588326316326857 16.056681260466576 2.32684026658535
leaf_count=1952 108 26 29 218 1417 33 69 16 141 37 16 26 213 27 110 26 177 1102 339 343 9041 48 69 227 101 15
internal_value=-4.98831e-05 -0.000540253 0.000727911 4.09788e-05 -0.00106561 -0.00265723 0.00202171 0.00378106 0.00135601 -0.0103742 -0.0145666 -0.00161327 -0.000382368 -0.00645455 -0.00960448 -0.000215202 -0.00651286 0.00123566 0.00553802 0.00176722 -0.000167427 -0.0184471 0.00556888 0.00815144 0.0101411 0.0120643
internal_weight=2743.92 1682.91 1061.01 866.136 555.686 335.306 310.45 194.873 220.38 26.5924 20.9525 47.8774 1656.31 44.3762 37.9254 1611.94 28.4613 283.048 146.996 60.1737 1608.2 17.8505 19.416 86.8221 27.402 6.45083
internal_count=15926 9667 6259 5033 3543 1985 1490 1226 1558 127 101 301 9540 260 218 9280 206 1320 925 359 9254 85 95 566 170 42
is_linear=0
shrinkage=0.0149824
Tree=289
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split_feature=6 86 109 103 53 131 29 39 142 106 86 10 98 144 144 100 101 127 10 53 9 130
split_gain=7.43886 7.67417 6.54645 6.9259 6.58656 5.91718 5.50443 11.4945 17.7191 9.0354 9.23475 7.9226 6.8722 4.76746 5.11865 6.32582 4.9416 4.76409 4.58252 4.42261 3.79062 3.79029
threshold=1466.0889274047354 3.4023809523809527 1.5000000000000002 0.94450000000000001 1.8950000000000002 0.52800000000000014 3.3541666666666674 0.34793360298933956 -1.1379999999999997 0.95450000000000013 2.4724747474747479 0.30952380952380959 0.68990384615384626 0.0083500000000000015 0.011450000000000002 1.3650000000000002 0.45000000000000007 2.3875000000000006 2.183333333333334 1.7350000000000001 0.79285714285714304 2.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 -4 -1 7 12 -9 11 -11 -8 -2 16 15 -15 -3 20 -16 -19 -7 -18
right_child=1 13 3 -5 -6 17 9 8 -10 10 -12 -13 -14 14 18 -17 21 19 -20 -21 -22 -23
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leaf_weight=2.0508321039378634 301.47251708433032 1.6273473724722851 2.4219585359096509 2.0192776843905449 4.3864150568842888 2.8641511797904995 27.941530898213387 29.236507620662451 115.3156972900033 84.826333798468113 28.659059144556522 1818.9941308647394 229.56239348649979 2.0170208811759931 5.3037770502269268 2.3031439706683159 46.341300018131733 7.686625272035597 2.4218379370868206 4.2204311862587929 17.646767437458038 4.5379029586911193
leaf_count=12 1919 14 18 14 25 19 145 176 683 461 178 10254 1172 18 52 19 459 78 23 28 116 43
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internal_weight=2743.86 2700.56 43.2965 8.82765 6.80837 34.4688 2636.01 675.587 144.552 1960.42 113.485 1846.94 531.035 64.5523 12.0458 4.32016 52.5066 32.418 7.72561 11.9071 20.5109 50.8792
internal_count=15926 15616 310 57 43 253 14988 3950 859 11038 639 10399 3091 628 112 37 516 241 75 106 135 502
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shrinkage=0.0149824
Tree=290
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split_gain=7.24832 6.42273 6.82506 6.01096 11.5294 9.89412 8.79042 7.6047 8.93707 7.44393 6.65931 5.72707 8.06125 4.88789 4.51761 5.45628 4.3156 3.87712 3.80675 5.7818 1.78753 1.06255 0.107452
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 7 6 -6 8 -2 -9 11 13 -13 -5 15 -1 -4 21 20 -20 -12 22 -3
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leaf_weight=11.579967200756082 21.561725422739983 6.4513426683843118 3.2818284928798667 1790.5004271045327 57.063098207116127 2.3762275427579871 5.6899797543883315 503.73762126639485 29.914670765399933 77.988656621426344 3.2482138723135003 161.42920637875795 20.39735047519207 10.921831913292406 2.0048584565520278 8.8652326837182027 2.63121098279953 2.0460155904293051 4.9855101183056822 2.326563335955143 8.4096018895506859 2.5563862472772589 3.7041162997484207
leaf_count=107 135 48 18 10122 377 15 37 2954 162 477 26 996 120 73 11 51 19 23 36 15 71 15 18
internal_value=-4.82986e-05 0.00604588 0.00187496 -0.000145607 -0.00134249 -0.00734505 -0.0062087 -0.000725084 -0.00624466 -0.000236662 0.00027184 0.000187335 -0.00234685 0.000443123 0.00564681 0.00775143 -0.0124456 0.0140619 0.00910662 0.000632119 0.014422 0.0171428 0.0193161
internal_weight=2743.67 43.121 28.3631 2700.55 698.332 65.1293 62.7531 633.203 51.4764 581.726 2002.22 1983.25 181.827 1801.42 22.4501 20.4452 5.91304 14.7579 18.9699 7.31207 11.6578 12.7118 10.1555
internal_count=15926 310 206 15616 4157 429 414 3728 297 3431 11459 11311 1116 10195 169 158 37 104 148 51 97 81 66
is_linear=0
shrinkage=0.0149824
Tree=291
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split_gain=7.43662 8.79097 7.89722 10.3681 9.13381 7.456 7.60464 11.1996 7.4314 7.41049 7.53648 7.19034 7.02391 6.71418 6.45494 6.20058 6.05007 13.4865 6.0907 5.92565 3.5211 2.43366 5.10609 0.00231388
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_count=15926 2041 13885 666 633 1866 347 273 452 175 162 1519 33 1495 74 13219 13077 38 13039 181 139 142 66 76
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shrinkage=0.0149824
Tree=292
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
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Tree=293
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.0149824
Tree=294
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=295
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=2.2514788061380413 3.9080417305231121 4.3330436795949998 8.516799829900263 2.3607588335871688 18.052567094564438 55.863784700632095 186.64105075225234 23.026220247149467 2.2379749305546275 2.7914022132754317 2.9643903225660315 11.454330589622257 2.8566130176186553 49.269477039575577 3.0963701456785202 3.9152516424655905 14.17301347106695 1168.3925115615129 43.265624396502972 1071.1088883392513 52.618938405066729 21.131227478384975 2.5642166733741751 1.7109522372484205 2.220146931707859
leaf_count=15 23 23 48 14 110 299 1128 131 26 16 21 71 15 286 17 25 74 6656 218 6256 366 126 14 14 15
internal_value=-7.62881e-06 0.00215423 0.00122666 -0.00840729 -0.00467761 0.0020966 0.00399539 -0.00260064 -0.000304575 0.00324538 -0.0060475 -0.0121445 0.00483381 0.000687366 0.0101609 -0.00316142 -0.000498806 -0.000534331 0.00443667 -0.000661827 0.00873449 0.013545 0.0162197 0.0118258 0.0178045
internal_weight=2760.73 333.409 298.794 24.7464 22.3856 274.048 195.158 78.89 2427.32 125.918 18.3812 13.7058 107.536 52.1261 34.6151 7.01162 2301.4 2296.94 57.4386 2239.5 55.4103 27.6035 23.6954 4.67534 4.45812
internal_count=16007 1958 1753 147 133 1606 1176 430 14049 804 121 86 683 301 205 42 13245 13204 292 12912 382 163 140 35 41
is_linear=0
shrinkage=0.0149824
Tree=296
num_leaves=26
num_cat=0
split_feature=27 27 135 99 84 5 106 51 141 131 84 142 26 137 101 145 140 50 26 92 145 131 98 99 38
split_gain=7.67013 10.7832 10.7966 10.5849 10.7257 10.6561 9.16402 7.73715 7.24682 6.76244 8.99079 15.4066 7.66304 7.02272 5.9989 5.94377 5.9181 5.70111 4.953 6.0858 3.47716 3.92287 3.01133 5.73862 3.29764
threshold=0.56816666666666682 0.57316666666666671 -0.62349999999999983 0.78759398496240618 0.036885964912280654 1474.1802783958999 0.40950000000000003 1.1650000000000003 -1.4854999999999998 0.7320000000000001 0.081306818181818161 1.1320000000000003 0.61816666666666686 14.050000000000002 0.71000000000000008 0.15805000000000002 1.0000000180025095e-35 1.4350000000000003 0.59436507936507954 0.39541666666666669 0.17485000000000003 1.5855000000000004 0.71008403361344552 0.68990384615384626 0.1623593158329186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 16 6 5 -5 -4 -3 -8 17 13 12 -12 -11 15 -15 -10 20 18 19 -1 -2 -22 24 -24 -19
right_child=1 2 3 4 -6 -7 7 -9 9 10 11 -13 -14 14 -16 -17 -18 22 -20 -21 21 -23 23 -25 -26
leaf_value=0.003757210508893028 0.00038303033710717396 -0.027324145979917832 -0.012393961340708621 -0.00017138438520531137 -0.015327978712243718 0.0046957764079805023 0.0066106426354986692 -0.012065509395752181 -0.013706411101082481 -0.00065557289118562821 -0.027756844326474482 0.014227631789354725 -0.0073902650818949292 -0.0029535146471946017 0.0073662643577874949 0.00058952506920156985 -0.0060442462647524956 -0.0024378063377848477 -0.017913892325029709 -0.0072657252949208401 0.017589562296181242 0.0029677633758702282 -0.018042093788408677 0.017817400264532775 0.017217060907746225
leaf_weight=91.685204893350601 4.5404219478368786 4.6047818586230305 8.5669854357838613 66.543029967695475 12.439838722348211 186.17799247801304 8.8415512740612048 11.398644402623175 6.6639886125922194 1848.0218093730509 6.6849809661507589 2.7769533172249794 38.719754312187433 15.835743650794027 62.738172609359026 320.50337188690901 4.4564832746982566 2.2761593423783806 2.7640314251184455 12.814434766769407 20.258553713560108 5.1698264554142943 2.0564046874642363 1.9532182104885576 12.11389387026429
leaf_count=542 27 24 48 356 74 1128 62 61 39 10712 43 18 247 88 342 1756 24 22 16 77 123 31 15 16 116
internal_value=-7.45559e-06 0.00212484 0.00120937 0.00206771 -0.00255856 0.00394398 -0.00824732 -0.00390718 -0.000299946 -0.000491205 -0.000866841 -0.0154349 -0.000793783 0.0012643 0.00528642 0.000298334 0.0100648 0.00320361 0.0018819 0.0024055 0.0124603 0.0146168 0.0109087 -0.000573758 0.0141081
internal_weight=2760.61 332.998 298.573 273.728 78.9829 194.745 24.845 20.2402 2427.61 2301.94 1896.2 9.46193 1886.74 405.741 78.5739 327.167 34.4253 125.663 107.264 104.5 29.9688 25.4284 18.3997 4.00962 14.3901
internal_count=16007 1958 1753 1606 430 1176 147 123 14049 13245 11020 61 10959 2225 430 1795 205 804 635 619 181 154 169 31 138
is_linear=0
shrinkage=0.0149824
Tree=297
num_leaves=29
num_cat=0
split_feature=27 27 5 97 23 110 147 143 2 41 18 26 144 37 14 12 77 121 95 123 115 110 131 145 144 11 14 26
split_gain=7.45125 10.5384 9.75991 10.1563 16.8828 10.2663 8.93945 7.62237 8.59959 10.275 12.1766 8.58167 9.5579 8.86054 7.69769 6.99463 6.83417 6.78073 8.60448 6.64112 6.49216 6.25695 5.42412 5.19477 5.02311 3.55849 3.37009 1.90829
threshold=0.56816666666666682 0.57316666666666671 1474.1802783958999 1.0000000180025095e-35 3.4142857142857146 26.550000000000004 0.44874925946971994 1.0690000000000002 29.841905041505473 2.1750000000000003 1.0000000180025095e-35 0.44950000000000007 -0.0053499999999999997 0.30755660423375514 0.29166666666666669 1.0000000180025095e-35 1.7238095238095241 1.7890000000000004 -1.5000000000000002 2.3800000000000003 1.0500000000000003 17.650000000000002 0.7320000000000001 0.17565000000000003 0.0081500000000000027 0.86190476190476206 0.77500000000000013 0.58436507936507953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 17 6 4 -4 -5 25 14 11 10 -10 13 -13 -9 16 -8 24 23 -19 22 -11 -18 -16 -2 -1 -3 -21 -25
right_child=1 2 3 5 -6 -7 15 8 9 20 -12 12 -14 -15 19 -17 21 18 -20 26 -22 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0091827726372192345 -0.002626339594439081 0.011591328382462025 -0.0065348691183160683 0.0040189650769011567 0.015790815959611786 -0.011055560852903991 -0.0074311999084499666 -0.0034776697892348525 -0.0057721881015647845 0.017904467563419572 -0.025003002358978416 -0.02275437677150028 -0.0024743556757265092 0.0085214708165664375 0.0013509943104804808 -0.040201173692115157 0.0007741138124106381 -0.021688307766937451 0.011730292694763243 0.0015406497157038157 -0.0085644328221706079 -0.024409249244519135 -0.00061110218356026126 0.017631915947134081 -0.01036440055091946 -0.0098112945293289799 0.012815411436180865 0.004586044363121251
leaf_weight=45.494083676487207 3.9134826585650471 3.1793727427721006 55.452633064240217 210.48991652950644 8.8113329187035543 10.654459565877913 2.702119916677475 23.502466134727001 19.884159862995151 4.5267405509948713 11.76307690143585 5.3634610101580611 190.48582724109292 33.510633394122124 390.98877361044288 3.1860199868679047 13.975214771926405 3.1237431317567825 3.874595381319522 10.909577399492266 3.8484556749463081 2.6316109374165526 1654.8255402445793 20.45917354896665 3.1556551307439795 3.8618743196129799 13.092927999794481 2.8699416294693938
leaf_count=227 23 17 295 1262 58 65 17 125 109 36 63 35 1167 179 2159 17 76 17 25 96 28 14 9594 123 16 22 125 17
internal_value=-7.2845e-06 0.00209587 0.00119235 0.00176913 -0.00347375 0.00329269 -0.0115396 -0.000295373 -0.00256191 -0.00901491 -0.0129202 -0.00154055 -0.00302974 0.00357507 1.55466e-05 -0.0251628 0.00508205 0.00996817 -0.00318629 -0.000144189 0.00574185 -0.00321661 -0.000236113 0.0133474 0.00791484 -0.000147243 0.00769083 0.016027
internal_weight=2760.54 332.579 298.338 285.408 64.264 221.144 12.9294 2427.96 292.885 40.0224 31.6472 252.862 195.849 57.0131 2135.07 5.88814 65.2566 34.2409 6.99834 2069.82 8.3752 16.6068 2045.81 27.2426 48.6497 7.04125 24.0025 23.3291
internal_count=16007 1958 1753 1680 353 1327 73 14049 1742 236 172 1506 1202 304 12307 34 333 205 42 11974 64 90 11753 163 243 39 221 140
is_linear=0
shrinkage=0.0149824
Tree=298
num_leaves=19
num_cat=0
split_feature=1 138 4 146 6 47 110 98 42 49 5 11 85 103 29 125 47 47
split_gain=5.32995 5.13687 10.1986 7.47967 10.0603 8.27417 7.0728 25.9525 6.98533 13.9734 10.384 6.63183 6.47312 6.43708 5.82054 1.99332 0.0191794 0.00410479
threshold=1275.6928785473208 3.5000000000000004 1583.1283266044481 0.0021500000000000004 1477.5160036201487 1.155 26.050000000000004 0.48684210526315791 5.285000000000001 2.5250000000000004 1551.1181480629164 0.25833333333333336 -0.13807065217391304 2.2165000000000004 3.3541666666666674 3.1000000000000005 1.4550000000000003 1.3150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 11 6 12 -6 14 -8 10 -10 -4 -2 -5 -13 -3 16 17 -1
right_child=1 3 8 4 5 -7 7 -9 9 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.016649471854478883 -0.018594539894603836 -0.00054002262469732114 0.0039202701321075584 -0.0076178700669051504 0.002657193482415391 -0.0034598074873828781 -0.048895765104233165 -0.0022032028043248741 0.007885341750548858 -0.030815611606011553 -0.025932127229784514 -0.0019487790972081114 0.016442646179199268 -0.023694809384431852 0.0013696465576358433 -0.0018243432480492476 0.019014211428389848 0.017692367167839632
leaf_weight=2.164745662361383 5.5301416665315619 499.29027111455798 122.76365213096142 3.2899051532149306 61.362030081450939 259.78220868483186 2.8673411756753913 39.229353975504637 4.3282912373542768 4.0572903752326965 2.6725059002637854 466.4567933678627 10.587023530155419 3.0756830349564543 1268.4570785947144 1.517663702368736 1.653923265635967 1.4113566577434538
leaf_count=27 27 3031 683 22 455 1537 18 228 34 21 17 2555 75 19 7222 14 11 11
internal_value=-7.10931e-06 -3.96979e-05 -0.00125421 0.000305077 -0.00175132 -0.00229101 0.000685737 -0.00538361 0.00239919 -0.0108398 0.00328424 -0.00228334 0.0107384 -0.00209123 0.000830271 0.0132923 0.0176789 0.0170612
internal_weight=2760.5 2753.75 608.884 2144.87 335.021 321.144 1809.84 42.0967 133.822 8.38558 125.436 475.063 13.8769 469.532 1767.75 6.74769 5.23003 3.5761
internal_count=16007 15944 3356 12588 2089 1992 10499 246 755 55 700 2601 97 2574 10253 63 49 38
is_linear=0
shrinkage=0.0149824
Tree=299
num_leaves=30
num_cat=0
split_feature=27 27 135 100 99 101 148 146 143 29 106 29 14 93 132 77 137 130 113 49 52 142 125 106 107 90 95 11 130
split_gain=7.23986 10.2942 10.4161 11.7251 10.1062 9.55339 7.83128 7.5667 7.39163 10.7596 11.3007 9.67786 7.47743 7.39699 7.28221 6.65981 7.61162 6.65839 6.53695 5.50389 9.60575 5.259 4.82999 5.39751 8.99186 4.76883 3.88538 2.80261 0.339485
threshold=0.56816666666666682 0.57316666666666671 -0.62349999999999983 1.3650000000000002 0.78759398496240618 0.71000000000000008 0.25940328054298645 0.00075000000000000012 1.0690000000000002 3.3166666666666669 0.47750000000000009 3.4142857142857146 0.29166666666666669 23.550000000000004 0.61250000000000016 1.7238095238095241 7.0500000000000007 1.5280000000000002 0.40950000000000003 3.2650000000000001 2.4250000000000003 3.1000000000000005 1.5500000000000003 0.47750000000000009 0.59050000000000014 -0.37749999999999989 -9.7499999999999964 0.86190476190476206 1.5855000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 22 3 6 5 -4 -3 -6 12 10 17 28 15 -12 -13 25 -17 -10 -5 21 -21 -14 26 -24 -25 -1 -2 -28 -11
right_child=1 2 4 18 7 -7 -8 -9 9 11 13 14 19 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30
leaf_value=-0.0064299184210329261 -0.0016004351302245047 -0.0051575982249242635 -0.0092326307704521625 -0.012060715767540897 0.00049692921657564578 0.0047055619060501711 -0.029293892419777971 -0.0096756894041173554 -0.011515992502449651 0.020161202784370658 -0.0028718427896590702 0.01041097581866731 0.00036502041553922973 -0.022525998344850282 -0.0019427070259925641 -0.01278204780628346 0.0075205989783822796 -0.031380259561378063 0.010214923493012838 -0.0010914109752172209 -0.012742239830295349 -0.015280727191945145 0.020323997767313345 -0.029617321438758636 0.006230335685664154 0.0093684707450584683 0.0080944870084281376 0.019593499828701653 0.012942005008217811
leaf_weight=4.7551226541399947 3.3676207587122908 5.429649733006956 11.749703548848627 4.6891401782631865 55.873545303940773 182.33582017943263 6.7925082147121429 23.240827802568674 12.422626845538618 4.0531126633286467 63.870606821030378 11.353849731385706 1527.9874743930995 4.6085382327437392 189.18541299924254 8.7538204714655894 7.873128615319728 5.4493715539574614 8.0061782300472242 520.70404694229364 16.384517461061478 4.8377453461289397 2.3612415716052038 2.3698357343673706 4.6576766520738602 43.74403764680028 7.1761687472462716 14.11810230463743 2.2877378910779953
leaf_count=25 19 34 62 28 299 1114 35 131 62 23 430 61 9500 30 1092 47 43 30 50 2364 77 33 13 14 31 218 40 88 14
internal_value=-6.95897e-06 0.0020676 0.00117621 -0.00809695 0.00202198 0.00386176 -0.0185715 -0.00249141 -0.000290742 -0.00252123 -0.00696344 -0.000667065 1.55981e-05 -0.00419454 -0.00124328 0.00501425 -0.00316842 -0.0175729 0.00198719 -0.000141675 -0.00144683 0.000315641 0.00987182 0.000726452 -0.00585836 0.00781951 0.0133534 0.0157183 0.0175566
internal_weight=2760.44 332.168 298.117 24.9175 273.2 194.086 12.2222 79.1144 2428.27 293.231 86.3511 206.88 2135.04 68.4791 200.539 65.1261 16.6269 17.872 12.6953 2069.91 537.089 1532.83 34.0506 9.38875 7.02751 48.4992 24.6619 21.2943 6.34085
internal_count=16007 1958 1753 147 1606 1176 69 430 14049 1742 552 1190 12307 460 1153 333 90 92 78 11974 2441 9533 205 58 45 243 147 128 37
is_linear=0
shrinkage=0.0149824
Tree=300
num_leaves=30
num_cat=0
split_feature=138 111 111 133 104 46 35 146 7 30 5 146 6 49 119 119 37 6 136 110 138 56 30 111 5 140 104 9 11
split_gain=4.94947 8.49954 9.12821 14.4558 10.1001 9.92076 8.69874 8.00459 8.2291 14.0774 7.86029 7.49404 9.23897 7.78028 9.18131 9.04899 7.34497 9.4467 8.49172 6.9232 11.8121 16.6771 6.35112 5.96244 5.43181 5.91262 4.893 4.57713 2.70272
threshold=3.5000000000000004 17.950000000000003 22.850000000000005 1.9500000000000002 0.75050000000000006 1.9850000000000001 3.2950000000000004 0.0027500000000000003 45.806113778051675 0.22119639210347172 1545.2467384227477 0.0021500000000000004 1477.5160036201487 1.5750000000000004 1.6335000000000004 1.1000000000000003 0.17713496586339739 1543.3778628885973 8.3500000000000032 26.050000000000004 4.5000000000000009 1.9850000000000001 0.10647017788629226 16.750000000000004 1459.7547159432677 1.0000000180025095e-35 1.0885000000000002 1.8619047619047622 3.183333333333334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 -3 -5 16 22 -10 -7 19 27 14 -14 -15 17 -1 -18 24 21 -21 -9 -22 25 -2 -26 28 -13
right_child=11 2 3 6 -6 10 -8 8 9 -11 -12 12 13 15 -16 -17 18 -19 -20 20 23 -23 -24 -25 26 -27 -28 -29 -30
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leaf_weight=10.237782314419745 11.677796345204113 4.7078355550765982 26.776877179741859 2.5795146375894538 18.111886851489544 68.464815124869347 2.1878643929958344 3.9442439079284659 5.991368789225815 2.1209769025444984 2.9891513660550109 10.509668927639721 59.833700053393841 127.39043012261391 12.756926544010637 121.48693366348743 220.82387835159898 3.8518526777625075 187.64663672819734 14.009568825364115 4.6136713102459934 2.9625370204448691 49.920578964054585 20.629895307123661 1641.0969583205879 2.376901112496852 116.53393393754959 1.9033179804682721 2.1021066643297663
leaf_count=62 70 23 141 14 112 377 14 21 46 14 23 76 412 750 101 729 1181 26 997 76 28 21 316 121 9478 15 735 13 15
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internal_weight=2760.24 610.355 125.818 49.6561 44.8888 76.1618 4.76738 484.537 61.9772 8.11235 71.454 2149.88 335.983 321.468 72.5906 248.877 422.56 14.0896 408.471 1813.9 42.2157 16.9721 53.8648 25.2436 1771.69 14.0547 1757.63 14.5151 12.6118
internal_count=16007 3367 704 281 253 423 28 2663 397 60 400 12640 2096 1992 513 1479 2266 88 2178 10544 246 97 337 149 10298 85 10213 104 91
is_linear=0
shrinkage=0.0149824
Tree=301
num_leaves=22
num_cat=0
split_feature=96 27 144 111 133 37 111 111 104 100 143 111 127 5 138 146 124 146 104 52 111
split_gain=8.4636 7.95288 11.0932 11.7475 9.82441 8.32621 8.74777 8.88287 8.15437 9.08994 8.14702 7.80532 6.25606 5.85578 5.65723 5.6501 8.98756 7.83195 8.83206 5.98771 5.48754
threshold=5.5000000000000009 0.46316666666666667 -0.0088499999999999985 11.350000000000003 1.9500000000000002 0.45752786584449329 17.950000000000003 10.750000000000002 1.2865000000000002 3.2900000000000005 -0.33549999999999996 31.600000000000005 1.6125000000000003 1497.8043230786541 4.5000000000000009 0.015450000000000002 2.7750000000000004 0.0030500000000000002 1.1145000000000003 3.4850000000000008 14.250000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 12 -5 6 7 -3 9 -7 -10 15 -4 -13 -8 17 19 18 -1 -17 -19
right_child=1 5 3 4 -6 8 14 -9 10 -11 -12 13 -14 -15 -16 16 -18 20 -20 -21 -22
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leaf_weight=1964.9382086880505 2.5924082323908797 54.926780562847853 32.8638168387115 43.401539783924818 14.027780100703238 124.05864101275802 28.143332555890083 52.78684263676405 7.5974988900125053 2.7091045454144469 15.570050925016401 3.8736393600702268 18.846076026558876 4.5010986179113388 27.350158743560314 32.460431445389986 3.0469197556376448 199.68781273066998 96.482229609042406 6.0823328197002402 10.581542879343031
leaf_count=10976 16 368 205 260 93 834 168 328 59 19 110 19 137 25 172 207 21 1193 571 48 59
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internal_weight=2746.53 424.874 111.732 109.139 57.4293 313.142 163.207 107.714 149.935 126.768 23.1675 2321.65 51.7099 8.37474 55.4935 2313.28 41.5897 2271.69 2061.42 38.5428 210.269
internal_count=15888 2769 711 695 353 2058 1036 696 1022 853 169 13119 342 44 340 13075 276 12799 11547 255 1252
is_linear=0
shrinkage=0.0149824
Tree=302
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split_gain=10.5325 7.89062 7.62723 7.18138 12.2665 7.03575 6.60565 5.95114 6.23826 5.75963 5.62958 5.38044 4.76251 4.29801 0.0125886
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 9 7 8 -1 13 -6 -11 -9 -2 -8
right_child=3 2 -4 4 10 -7 14 12 -10 11 -12 -13 -14 -15 -16
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leaf_weight=2116.1505654975772 6.2865677028894451 4.93950307369232 3.3443517535924911 2.90790758281946 3.8207618892192841 2.8362644016742697 2.3870375528931609 26.668961025774479 81.001726217567921 119.40908367931843 2.4332021400332451 344.54280776157975 8.4759459719061834 19.462545908987522 1.7449816688895223
leaf_count=11808 36 25 18 18 21 12 15 152 565 755 16 2246 45 141 15
internal_value=-2.54577e-05 -0.000464095 -0.0150595 0.0019371 -0.0112058 0.00218158 -0.000410033 -0.000445065 -0.000542903 0.00231786 -0.023027 0.00193507 0.00567144 0.00921498 0.0185158
internal_weight=2746.41 2244.71 8.28385 501.699 9.16187 492.537 2236.43 2232.3 2197.15 489.701 6.25396 463.952 35.1449 25.7491 4.13202
internal_count=15888 12643 43 3245 55 3190 12600 12570 12373 3178 37 3001 197 177 30
is_linear=0
shrinkage=0.0149824
Tree=303
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split_gain=7.45491 8.2562 9.26014 11.3393 13.0028 8.5512 9.05822 7.31773 7.02415 6.931 6.57402 7.26498 7.63494 6.53771 9.56922 8.41258 6.3495 5.62815 5.13025 4.25293 4.08302 4.06506 2.94386 2.49494 2.77692
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=2.4413680061697987 28.678021810948849 14.015035137534147 2.967197515070441 7.5332672223448736 6.0558081567287445 53.738307110965252 109.36049132421613 439.22275553271174 1.9789240919053543 7.3102269396185902 474.73391888290644 19.618723832070831 2.0224938467144966 81.975570917129517 32.249925170093775 852.48302764073014 9.6201691552996618 562.85875838622451 5.882220819592475 2.9897153154015532 4.5745314359664908 10.208544254302977 2.0870747193694106 2.1916687712073317 9.4310463741421682
leaf_count=17 168 91 17 46 34 312 607 2600 18 40 2558 120 14 493 188 4856 59 3416 35 20 29 61 12 14 63
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internal_weight=2746.23 1259.13 647.556 16.5563 13.5891 631 138.039 492.961 1487.1 611.577 1471.41 29.9648 4.46386 1441.44 114.225 1327.22 589.998 572.479 25.5009 21.5793 18.5896 17.5188 15.6887 13.6016 11.6227
internal_count=15888 7500 3784 97 80 3687 775 2912 8388 3716 8281 186 31 8095 681 7414 3576 3475 155 140 120 101 107 95 77
is_linear=0
shrinkage=0.0149824
Tree=304
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split_gain=7.90321 7.55683 10.4968 11.3584 9.38862 7.50692 10.2048 9.31446 9.17355 8.97704 7.97498 7.42716 7.2667 7.77977 6.13677 5.93955 5.53037 10.1918 6.70998 1.62214 0.0129794
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 14 -5 6 11 8 -7 -8 -9 -3 15 -14 -4 19 18 -18 -17 20 -1
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leaf_weight=2.413279626518487 2.6428326815366736 17.341351859271526 32.849885575473309 43.447918631136417 14.167850911617277 1.5718269944190968 2.1856592148542395 37.754812400788069 107.06495985388756 2.0688153281807899 65.754128910601139 78.137587282806635 4.9920152872800809 3.4772630929946899 18.708405375480652 2220.775226932019 80.417174093425274 2.2165261805057517 4.0252241641283026 1.7998364418745039 2.2908478304743767
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internal_count=15888 2769 711 695 353 2058 627 1431 719 29 712 598 13119 44 342 13075 13029 580 12449 46 33
is_linear=0
shrinkage=0.0149824
Tree=305
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split_gain=7.67738 7.34738 8.35814 8.88488 8.18776 8.04434 9.86641 9.15978 8.94843 8.73479 7.42098 7.00979 7.43821 6.40102 7.33352 6.3032 5.56354 5.38876 9.64304 7.46159 11.3417 9.34599 6.73852
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 13 10 -5 6 -3 -8 15 -10 -4 17 -13 14 -2 -7 -15 19 22 21 -21 -1 -19
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internal_count=15888 2769 711 354 318 2058 1036 1017 1022 128 36 13119 44 357 236 894 121 13075 276 12799 1513 11286 257
is_linear=0
shrinkage=0.0149824
Tree=306
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split_gain=7.12282 6.84168 11.4434 12.9797 15.902 6.70771 7.01404 14.936 10.2522 10.0951 9.25613 9.07296 5.62155 6.06231 6.80507 5.26183 5.17154 6.65853 5.43167 5.14839 4.96075 3.52414 2.83613 2.06631
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_count=15888 7500 651 263 172 8388 8281 2406 5875 5853 2030 376 6849 185 165 6664 388 104 284 6644 91 107 98 87
is_linear=0
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Tree=307
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.0149824
Tree=308
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leaf_weight=73.299650866538286 1093.3461103215814 4.0553633421659461 13.623388394713404 5.7361716106533986 3.4989560693502426 161.53120195120573 8.668879881501196 9.1121898591518384 24.490268930792812 3.6209385842084876 3.7914983928203609 106.21612432226539 96.42907041311264 7.7800962328910819 603.32378355041146 86.34496695920825 223.18475871905684 3.2858777642250052 40.897727686911821 19.079121135175228 49.780343230813742 80.704415880143642 16.338250581175092 3.8235192969441405 2.4979100488126269
leaf_count=371 6238 24 69 27 19 805 64 56 128 19 22 641 432 35 3712 540 1369 18 240 100 327 503 103 25 25
internal_value=-8.50117e-05 -0.00206734 -0.00147182 -0.0154275 -0.0233832 -0.00288201 -0.00681073 -0.000994855 0.00634743 0.00196684 0.000168756 -0.000823267 -0.00107394 -0.00465944 -0.000547338 0.000688418 0.00245807 0.00427358 -0.00077323 0.0001848 0.00477776 -8.45822e-05 0.00819144 0.0134056 0.011255
internal_weight=2744.46 311.461 298.17 13.2905 9.23513 252.612 81.9685 170.643 45.5581 28.1112 2433 836.377 813.749 104.209 709.54 1596.62 353.713 226.471 127.243 1242.91 68.8595 1174.05 22.6277 17.4469 18.8362
internal_count=15912 1607 1537 70 46 1296 435 861 241 147 14305 4970 4820 467 4353 9335 2167 1387 780 7168 427 6741 150 94 128
is_linear=0
shrinkage=0.0149824
Tree=309
num_leaves=17
num_cat=0
split_feature=28 80 0 53 8 80 31 3 10 3 30 6 85 145 51 54
split_gain=8.39374 12.0612 5.78969 10.8211 8.08442 5.8571 5.31402 13.9563 10.3414 9.60999 6.53472 5.16163 3.86798 2.53179 1.58222 0.0275381
threshold=7.5277777777777786 0.089597366200098713 1799.7851983138164 2.1750000000000003 2.7928571428571431 0.046585792411838654 0.096894559460760712 1712.4766795420662 1.7238095238095241 1725.1029725996457 0.13215343832839546 1519.5615282753151 0.21484848484848482 0.20645000000000002 1.2350000000000001 1.4450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 6 4 13 -6 7 8 -1 10 -8 -11 14 -4 15 -2
right_child=1 -3 3 -5 5 -7 9 -9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00095957993904787788 0.018124123519508453 -0.026878745029651249 0.017221391449947554 -0.029852113096352106 0.0012067050023245082 -0.036543363872809827 0.0011093032604638099 -0.026320744533888787 -0.01476898579904542 0.015756688463447185 -0.00053111174356312981 -0.0014086483992567006 -0.0083524868631018358 -0.0033084575363329016 0.0011547298583129853 0.016790497597073708
leaf_weight=290.12327187135816 7.9052661433816009 1.8165803551673878 3.7765465490519983 4.2114341109991065 1.7769992202520373 1.9187762737274168 843.47819498181343 5.1885136216878882 12.70589969307184 13.461093105375769 1540.9842827431858 5.5550120770931235 1.61558013036847 2.0971705242991447 1.4601969271898259 6.2173204608261585
leaf_count=1491 59 9 36 24 14 15 4651 25 67 83 9300 33 12 16 7 70
internal_value=-8.36881e-05 0.00983607 -0.000152901 -0.00983943 -0.001032 -0.0183925 -0.00010367 -0.00195643 -0.00153899 0.000133771 4.91676e-05 0.0107423 0.0137141 0.00989136 0.0160019 0.017537
internal_weight=2744.29 19.0149 2725.28 13.7809 9.56949 3.69578 2711.5 308.018 302.829 2403.48 2384.46 19.0161 17.1984 5.87372 15.5828 14.1226
internal_count=15912 157 15755 105 81 29 15650 1583 1558 14067 13951 116 148 52 136 129
is_linear=0
shrinkage=0.0149824
Tree=310
num_leaves=24
num_cat=0
split_feature=31 3 10 101 44 1 27 31 143 108 143 11 143 40 54 3 86 123 137 9 3 42 44
split_gain=5.77705 11.5275 9.31638 13.4689 7.94385 6.98502 6.79563 5.93789 5.82331 5.39038 8.19667 7.26119 6.66233 10.5485 8.17981 6.60735 6.1893 7.99765 6.50134 5.29074 4.35763 3.89664 0.645273
threshold=0.096894559460760712 1712.4766795420662 1.7238095238095241 1.1000000000000003 5.9050000000000011 1531.8332731487624 0.50527777777777783 0.082140666530361867 -0.20699999999999999 1.5000000000000002 -1.6084999999999998 3.4416666666666669 -0.83099999999999985 3.1750000000000003 1.5950000000000004 1725.1029725996457 2.485525227460712 1.0870000000000002 7.2500000000000009 1.0333333333333337 1426.0609589551068 4.0750000000000011 4.5250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 19 -1 -6 -3 -5 15 11 20 13 -12 -14 16 18 -18 -2 -4 -11 -17 -23
right_child=9 7 4 8 6 -7 -8 -9 -10 10 12 -13 14 -15 -16 21 17 -19 -20 -21 -22 22 -24
leaf_value=-0.0032514820084435566 -0.00094566816165121952 -0.037567736346036398 0.015264558646046377 0.013286979461737694 -0.039270210049777106 0.0051848924109079717 -0.0087124932785479919 -0.0076633188842930725 0.0022205353647994988 -0.0069303222469749761 -0.0030690344121221888 -0.015844008789516067 -0.00073945582490307778 -0.019926561632959628 0.010696613139596481 0.00062521334200789174 0.0061381502537920969 0.00098835549896610672 0.0012284960859814684 -0.012869210234152962 0.013836002301216109 0.011583295115577676 0.021058036531922907
leaf_weight=223.50467707589269 645.37458291649818 2.9848283380269995 2.4360666275024396 17.362626701593399 3.6361840516328812 24.439026914536953 2.966268852353096 2.9770774766802788 27.706024311482906 2.6084751710295739 106.89767064526677 2.5232615023851386 683.83786838129163 9.0366476401686651 14.333747688680885 4.5040716081857664 92.273241192102432 254.11846575140953 591.86357203871012 3.9066499173641205 17.390383966267109 2.3134994618594646 5.3336082994937897
leaf_count=1153 3650 14 13 94 17 117 15 16 145 14 660 17 3963 47 150 27 575 1593 3441 23 119 21 28
internal_value=-8.23981e-05 -0.00200201 -0.00159995 -0.00105043 -0.0140383 -0.00241993 -0.0255417 -0.0226351 0.00648387 0.000163763 -0.000810313 0.00810567 -0.00105697 -0.00438302 -0.000504668 0.000674446 0.000589998 0.00236018 9.43972e-05 -0.00206377 0.0111274 0.0116803 0.0181917
internal_weight=2744.33 311.919 305.958 293.012 12.9452 247.944 6.60245 5.96191 45.0687 2432.41 836.628 22.5221 814.106 115.934 698.172 1595.78 1583.63 346.392 1237.24 6.34272 19.9989 12.1512 7.64711
internal_count=15912 1607 1577 1509 68 1270 32 30 239 14305 4970 150 4820 707 4113 9335 9259 2168 7091 36 133 76 49
is_linear=0
shrinkage=0.0149824
Tree=311
num_leaves=22
num_cat=0
split_feature=31 56 132 116 141 145 136 147 30 30 31 30 31 48 141 145 142 11 11 137 41
split_gain=5.60085 9.05328 10.453 6.88264 8.42833 7.38204 5.67446 11.8056 5.70366 17.9555 11.002 9.2102 11.7675 7.51372 5.79362 5.59146 6.16342 2.97396 3.24922 1.83809 0.0181432
threshold=0.096894559460760712 2.0750000000000006 1.6835000000000002 0.58350000000000013 -0.53799999999999992 0.9849500000000001 2.8500000000000001 0.41111655002225012 0.13215343832839546 0.14124040920716111 0.15530965446541636 0.10647017788629226 0.18217893217893219 1.4150000000000003 3.7025000000000006 0.33585000000000004 0.045500000000000006 0.96666666666666667 2.2583333333333337 10.750000000000002 2.1550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -2 11 10 -10 13 -13 -8 -11 19 -17 -3 20 -9 -19
right_child=6 17 -4 4 -6 -7 8 15 9 14 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22
leaf_value=-0.0014149982824056076 -0.023977360037823608 -0.0073234464370858024 -0.02343411548401016 0.0030118443699021129 -0.010541272566456457 0.016823118752505993 -0.0028271961039204336 0.018371033702473904 -0.0091795805311773292 0.00012402573446140228 -0.0013585280200123053 0.0043769829446342222 -0.0013317738060979738 0.0011598894182784185 -0.022778678621588003 -0.0074548137763445262 0.010645438509564243 0.01904300234798036 -0.0020216859490496076 0.007811684556050036 0.01756710077968042
leaf_weight=236.74711769074202 2.7180034071207038 1.722911201417445 5.2491967231035224 13.96593641489744 39.235069148242474 5.0887650996446601 175.16665389016271 10.755709495395424 79.204305604100227 1392.5080214589834 82.352906119078398 281.27646720409393 113.86171928793192 269.07571878284216 2.4837485626339904 7.6896319016814259 9.3670033924281579 4.8480697497725469 2.2255349829792976 5.6414148509502402 3.0543779954314232
leaf_count=1178 15 11 27 80 212 25 954 81 419 8548 456 1505 642 1520 16 45 63 31 17 41 26
internal_value=-8.11217e-05 -0.00197048 -0.00247738 -0.00210452 -0.00698341 -0.00103123 0.00016136 0.00605121 7.24396e-05 -0.000464368 -0.00519284 0.0010679 0.00273197 -0.000412235 8.32476e-05 0.00849095 0.00248531 0.0108736 0.0139692 0.0147381 0.0184726
internal_weight=2744.24 312.137 300.286 295.037 53.201 241.836 2432.1 36.1718 2395.93 1556.55 161.557 839.381 395.138 444.242 1394.99 33.4538 17.0566 11.8509 10.128 16.3971 7.90245
internal_count=15912 1607 1522 1495 292 1203 14305 245 14060 9439 875 4621 2147 2474 8564 230 108 85 74 122 57
is_linear=0
shrinkage=0.0149824
Tree=312
num_leaves=20
num_cat=0
split_feature=28 80 30 30 55 136 91 29 85 14 42 137 7 142 79 26 85 51 54
split_gain=8.19973 11.6982 5.33683 11.2304 9.08536 9.21262 7.2614 10.7659 9.6338 7.22244 6.78859 6.6836 6.51008 7.35092 6.80167 4.05934 3.80218 1.57138 0.0263762
threshold=7.5277777777777786 0.089597366200098713 0.13215343832839546 0.14124040920716111 1.885 3.7500000000000004 0.22291666666666668 2.683333333333334 -0.019019607843137245 0.36666666666666675 3.1750000000000003 6.9500000000000011 -39.018978719848626 0.11550000000000002 3.0235563623789772 0.51183333333333347 0.21484848484848482 1.2350000000000001 1.4450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 4 9 12 15 8 -8 -5 -4 -11 -7 13 -1 -14 -6 17 18 -2
right_child=1 -3 3 6 5 11 7 -9 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0020060752582785634 0.018070657707009569 -0.026174887252076343 0.021086617073361531 -0.0030997032969593435 0.0006913461992725619 -0.0065522200679884535 -0.0098644508666993532 0.0057832844760189054 7.9628672960711154e-05 -0.0076905547238163988 -0.0018937772867114371 -0.00055309894452478881 0.0026587274405723824 -0.0075616514982061456 -0.00069729913582000332 0.017447419461461951 -0.008180814319561967 0.0011540393283887888 0.016756205551949004
leaf_weight=35.296796925365925 7.8110892996192032 1.8346599787473667 2.516189143061637 260.35109915211797 5.9596773982048017 75.357066784054041 11.251865450292824 80.355506453663111 1200.0676872059703 81.626014776527882 102.03892866894603 93.298153735697269 553.7295908741653 36.837890572845936 179.50234749913216 7.1259909346699715 1.6209262721240509 1.459678754210471 6.1201659590005875
leaf_count=206 59 9 13 1533 27 333 78 484 7308 445 541 428 2864 220 1237 38 12 7 70
internal_value=-7.98636e-05 0.0097686 -0.000147969 -0.000647596 0.000731828 -0.00229397 -0.00023049 0.00386132 -0.000487156 -0.00412464 -0.00447003 -0.00323358 0.00141464 -0.00287999 0.00183714 0.00981613 0.013645 0.0159436 0.0174932
internal_weight=2744.16 18.8465 2725.31 1738.21 987.108 181.741 1552.03 91.6074 1460.42 186.181 183.665 168.655 805.367 72.1347 733.232 13.0857 17.0119 15.3909 13.9313
internal_count=15912 157 15755 10402 5353 826 9403 562 8841 999 986 761 4527 426 4101 65 148 136 129
is_linear=0
shrinkage=0.0149824
Tree=313
num_leaves=22
num_cat=0
split_feature=31 3 10 101 102 99 22 143 31 136 147 145 142 114 5 5 141 102 142 36 92
split_gain=5.4056 11.0275 8.95597 13.0567 7.23153 8.28651 6.46603 5.70048 5.6416 5.52673 11.4056 5.51152 5.99658 5.16206 7.83501 9.69454 9.35936 6.53883 8.25153 5.56036 2.90534
threshold=0.096894559460760712 1712.4766795420662 1.7238095238095241 1.1000000000000003 1.1585000000000003 0.66025641025641035 0.36666666666666675 -0.20699999999999999 0.082140666530361867 2.8500000000000001 0.41111655002225012 0.33585000000000004 0.045500000000000006 2.4500000000000006 1488.3726329021633 1466.2279442109809 -1.0024999999999997 2.2275000000000005 -0.8879999999999999 7.6950000000000012 -0.21374999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 -1 -5 -3 10 -2 20 -13 17 15 -15 -16 19 -19 -11 -12
right_child=9 8 4 7 -6 -7 -8 -9 -10 13 11 12 -14 14 16 -17 -18 18 -20 -21 -22
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leaf_weight=206.2034044675529 2.7502981796860686 3.0255451947450629 5.009708069264887 17.274363309144974 2.989365078508853 5.021414116024971 42.150195106863976 27.695137433707714 2.9909285008907318 2131.4761408865452 2.26956728845835 7.7217756733298328 9.305467024445532 2.4017544277012375 14.271522276103495 18.849880315363407 122.97329508513212 4.3081888481974593 36.646863140165806 64.849628444761038 13.968654893338678
leaf_count=1055 15 14 29 94 16 23 215 145 16 12126 17 45 63 16 98 121 888 26 234 551 105
internal_value=-7.8629e-05 -0.00193402 -0.0015395 -0.000999778 -0.0136983 -0.00760297 -0.00234486 0.0064287 -0.0220214 0.000159693 0.00598513 0.00840944 0.00245395 7.21186e-05 0.002685 0.0111503 0.00137419 -0.000112987 -0.00604449 -2.38137e-06 0.0146543
internal_weight=2744.15 312.36 306.344 293.323 13.0205 10.0311 248.354 44.9695 6.01647 2431.79 36.0158 33.2655 17.0272 2395.78 158.496 21.2516 137.245 2237.28 40.9551 2196.33 16.2382
internal_count=15912 1607 1577 1509 68 52 1270 239 30 14305 245 230 108 14060 1123 137 986 12937 260 12677 122
is_linear=0
shrinkage=0.0149824
Tree=314
num_leaves=18
num_cat=0
split_feature=28 86 30 30 30 137 47 13 126 128 101 144 28 118 118 56 49
split_gain=8.01939 5.39746 5.4957 10.9748 7.50264 11.7359 9.14466 7.34364 5.35822 5.0188 4.92084 2.75763 4.90341 1.80613 1.64194 0.593299 0.00268165
threshold=7.5277777777777786 3.7370689655172415 0.13215343832839546 0.14124040920716111 0.11152570480928686 3.9500000000000006 2.0750000000000006 0.55000000000000016 0.84500000000000008 1.0000000180025095e-35 0.77500000000000013 -0.00034999999999999994 5.2928571428571436 1.3665 3.6335000000000002 2.2450000000000006 2.9250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -6 -1 -4 -2 -5 -3 12 -12 -10 15 -15 -13
right_child=8 10 3 9 5 -7 -8 -9 13 -11 11 16 -14 14 -16 -17 -18
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leaf_weight=472.88565519452095 2.3018898293375996 1.8577930778265024 150.70694388449192 327.44178846850991 49.124591998755932 326.40702246874571 135.75877487659454 34.979242816567421 2.0680814608931568 1211.8415236324072 3.5980530716478833 7.6482224725186789 1.5517975874245165 11.318068735301493 1.5660138837993134 1.4386062696576107 1.5198791623115537
leaf_count=2714 15 16 811 2071 262 1766 579 178 13 7171 48 111 13 104 12 13 15
internal_value=-7.74085e-05 -0.000144487 -0.000196008 -0.000705717 0.00069736 0.00236273 -0.000330166 -0.00414651 0.00970242 -0.000290648 0.00848431 0.011461 0.00268788 0.0127085 0.0145983 0.0163757 0.0163889
internal_weight=2744.01 2725.32 2709.15 1724.97 984.176 375.532 608.644 185.686 18.6927 1539.28 16.1757 14.318 5.14985 16.3908 14.3227 12.7567 9.1681
internal_count=15912 15755 15552 10231 5321 2028 3293 989 157 9242 203 187 61 142 129 117 126
is_linear=0
shrinkage=0.0149824
Tree=315
num_leaves=12
num_cat=0
split_feature=49 55 19 29 38 104 100 56 120 5 11
split_gain=4.99562 6.68313 6.63712 6.24834 5.39086 5.47568 4.31912 4.21778 4.92445 3.69092 1.43521
threshold=5.3350000000000009 2.3850000000000002 4.5000000000000009 2.7638888888888893 0.32271477793075065 0.41950000000000004 4.1000000000000005 3.1350000000000002 3.9500000000000006 1480.9301596122448 1.591666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 7 8 -1 -9 -3
right_child=2 10 -4 4 5 -7 -8 9 -10 -11 -12
leaf_value=6.7542604989797583e-05 -0.018232946162107359 0.020691362178626459 -0.022234749359234925 -0.014224223270467224 0.0091992934884205808 -0.0054202807980553358 0.018194316422823726 -0.0096866762567837574 -0.019912898130913629 0.011035553094432979 0.005595688816470012
leaf_weight=2687.7124771885574 5.1249379068613043 4.1587312147021285 4.5782139003276816 5.0951933264732387 13.107278376817705 10.246432319283484 2.9616595655679694 2.2666162475943556 2.7717438265681258 12.968110430985687 2.1419139429926872
leaf_count=15571 21 24 19 21 55 43 23 26 24 138 15
internal_value=7.14611e-05 0.000147116 -0.0053123 -0.0030047 -0.00026139 0.00278496 0.000111265 9.14712e-05 4.69585e-05 0.0079525 0.0155596
internal_weight=2753.13 2714.98 38.1521 33.5738 28.4489 23.3537 2708.68 2705.72 2690.48 15.2347 6.30065
internal_count=15980 15821 159 140 119 98 15782 15759 15595 164 39
is_linear=0
shrinkage=0.0149824
Tree=316
num_leaves=24
num_cat=0
split_feature=112 0 26 80 38 9 136 123 136 143 110 26 123 123 122 134 122 8 21 9 56 51 79
split_gain=6.1202 9.23957 9.47397 7.69763 7.17144 6.75613 6.20714 8.26797 5.06079 4.7447 11.0339 12.1724 8.7864 8.76409 5.23388 4.62859 4.45617 4.12607 2.78441 1.61628 0.494702 0.0719335 0.0100798
threshold=0.77250000000000008 1585.0733127220371 0.45414285714285713 0.071402824277133251 0.27813609933936484 0.96666666666666667 11.050000000000002 1.1940000000000002 2.7500000000000004 1.6585000000000003 10.250000000000002 0.4711805555555556 1.4870000000000003 2.5145000000000004 0.97500000000000009 0.28750000000000003 0.90450000000000019 0.93095238095238109 0.33166666666666672 1.6547619047619049 1.9150000000000003 1.3550000000000002 2.5967863419533024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 15 6 -5 17 -8 18 13 11 -11 -12 16 -15 -4 -10 -2 20 21 22 -6 -1
right_child=1 2 3 5 19 -7 7 -9 9 10 12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
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leaf_count=13 19 27 144 34 40 41 14 38 1611 132 43 423 115 39 168 60 12860 80 14 21 15 13 16
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internal_weight=2752.92 83.1725 45.3855 40.5851 37.787 12.4401 23.5023 8.31215 2669.75 2661.42 112.004 83.7952 28.209 2549.41 22.7097 28.145 2526.7 15.1901 8.33302 14.2847 6.41424 10.3457 4.49725
internal_count=15980 531 306 279 225 75 151 52 15449 15391 713 555 158 14678 207 204 14471 99 58 74 44 53 29
is_linear=0
shrinkage=0.0149824
Tree=317
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split_feature=53 4 102 126 34 5 38 55 122 47 47 34
split_gain=5.66165 8.21962 6.16995 5.62448 8.48177 6.38472 5.30034 5.1319 5.15519 7.63124 6.26828 3.42144
threshold=3.6450000000000005 1616.7844614964629 1.1745000000000003 0.89450000000000018 2.2350000000000008 1501.1954149480973 0.33425814604981074 2.4650000000000003 1.0690000000000002 2.0850000000000004 2.2250000000000005 2.4550000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -5 7 8 9 -1 -10 -8
right_child=1 -3 -4 5 -6 -7 11 -9 10 -11 -12 -13
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leaf_count=2636 37 26 22 77 17 49 17 22 12190 536 337 14
internal_value=6.94018e-05 -0.00469999 -0.00261366 -0.000740024 -0.00895384 0.00281923 0.000166204 0.000132358 0.000109814 -0.00109292 0.000467789 0.0131957
internal_weight=2752.67 54.7585 48.494 43.1857 13.056 30.1297 2697.91 2690.92 2687.73 616.477 2071.26 6.99007
internal_count=15980 228 202 180 54 126 15752 15721 15699 3172 12527 31
is_linear=0
shrinkage=0.0149824
Tree=318
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split_feature=7 85 7 27 0 13 37 121 0 93 126 35 118 33 150 50 135 50 91
split_gain=4.96355 14.6141 9.26939 9.90989 10.9173 5.68465 6.00806 5.60053 7.94503 9.79649 5.95134 5.66264 5.37166 5.34145 5.06639 4.95843 4.87748 3.98546 3.69471
threshold=-45.431620474236524 0.20097560975609763 -46.947501331309461 0.58828571428571441 1418.2963317953158 1.0000000180025095e-35 0.37437398263615135 2.6125000000000003 1348.3005951591881 4.0500000000000007 3.7640000000000007 4.7350000000000012 2.6335000000000002 1.0000000180025095e-35 0.58053422904670515 1.9950000000000003 -0.21099999999999999 1.3250000000000004 0.065416666666666665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 16 -7 10 9 11 13 -9 18 15 -11 -2 -1 -15 -10
right_child=7 -3 3 -5 -6 6 -8 8 12 14 -12 -13 -14 17 -16 -17 -18 -19 -20
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leaf_weight=2.3897076621651649 2577.8431753106415 2.5517735481262198 3.8179837316274625 2.0245697572827339 2.5153583511710167 75.018235050141811 4.6645075082778922 4.8476127758622152 23.499344728887088 2.2664607614278793 3.022208906710147 1.8556950166821478 1.8151898197829712 8.3621665388345736 2.7047633603215218 14.821444001048802 5.3008468486368647 8.2821624502539617 4.7735543809831134
leaf_count=18 14680 15 23 14 15 467 28 42 200 12 21 21 18 76 16 166 36 71 41
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internal_weight=2752.38 98.283 95.7312 8.35791 6.33334 87.3733 79.6827 2654.09 41.7626 11.6745 2612.33 6.70331 30.0881 2609.31 4.97122 2592.66 7.69055 16.6443 28.2729
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is_linear=0
shrinkage=0.0149824
Tree=319
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split_gain=5.10779 8.86251 7.59833 9.62013 13.6397 8.23361 7.602 6.79778 6.52182 9.83806 7.60358 6.98569 6.48824 6.19073 5.95451 5.94844 7.10241 18.3674 11.0872 7.31853 11.3594 9.34927 5.49522 3.05975 2.23197
threshold=1.0250000000000001 2.0550000000000002 0.11706919685643087 -1.2689999999999997 1.3875000000000002 0.68350000000000011 1.6835000000000002 2.2680000000000002 -0.089999999999999927 14.850000000000003 -1.0000000180025095e-35 1449.0013196662578 2.6050000000000004 3.5950000000000002 -0.070999999999999994 0.077849927849927822 0.091256072172102715 119.94045454382105 0.64495798319327746 1.5280000000000002 1.6835000000000002 0.78900000000000015 3.4050000000000007 0.090567327409432671 3.0500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -5 9 11 14 -3 -12 -7 -10 22 17 18 -17 21 -21 -18 23 -2 -25
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leaf_weight=11.191696345806124 2.0059119313955369 14.108484476804735 6.7507632449269277 208.04964575171471 4.8899401724338523 127.96720245853066 3.1896173730492592 26.192372590303421 5.8981318473815909 5.8414502739906302 45.465290278196335 14.343765303492544 65.136413335800171 22.0177316442132 9.5346891134977323 17.593352288007736 131.362349268049 2.8662228658795348 23.567092247307301 1107.1755328215659 166.14649321883917 708.56535325944424 3.0604156404733649 1.8545030131936098 17.391563341021538
leaf_count=60 10 60 33 1100 25 661 17 150 25 25 192 60 282 161 42 97 694 16 118 6801 1227 3996 15 10 103
internal_value=6.74043e-05 -0.00119468 -2.73802e-05 0.00160238 -0.00960715 -0.00257837 -0.0157834 0.00237196 -0.00418158 -0.00997451 -0.00260534 -0.0136106 -0.00397997 -0.00170319 0.00724618 0.000397493 0.00031444 -0.00564147 -0.00308781 0.000438523 -0.00027757 0.00152411 0.00776694 0.01047 0.0123053
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internal_count=15980 2893 2207 1335 85 872 50 1250 686 145 541 120 474 822 67 13087 12949 231 215 12718 8028 4690 138 123 113
is_linear=0
shrinkage=0.0149824
Tree=320
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split_feature=112 0 26 80 27 48 28 49 49 119 1 55 29 103 98 23 27 94 137 18 29 48
split_gain=5.93964 9.00503 9.10745 7.4826 6.29198 5.13895 9.00229 11.0922 5.04349 7.47914 10.9205 6.02765 5.98768 4.18389 8.94582 7.55134 4.08468 3.96698 3.30427 2.27604 1.58592 0.636429
threshold=0.77250000000000008 1585.0733127220371 0.45414285714285713 0.071402824277133251 0.51354166666666679 1.8550000000000002 4.6833333333333345 2.1350000000000002 5.3350000000000009 0.55000000000000016 1470.3164252275137 2.3850000000000002 3.183333333333334 0.46950000000000003 0.89181286549707617 4.7083333333333348 0.46950000000000003 17.550000000000004 14.050000000000002 1.0000000180025095e-35 2.4722222222222228 2.4150000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 -3 17 -5 18 7 -7 11 -10 16 13 -12 15 -15 -1 -11 -4 19 -2 -13 -8
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leaf_count=5346 43 27 61 53 22 23 31 25 22 15 27 14 79 9204 299 406 14 143 26 62 23 15
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internal_count=15980 531 306 279 75 225 94 48 15449 157 135 15292 106 15255 9503 5752 29 204 131 105 37 46
is_linear=0
shrinkage=0.0149824
Tree=321
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split_gain=5.77863 10.0191 7.28944 5.80305 6.16595 4.93583 4.61258 11.1833 9.60728 9.04627 6.61642 5.90502 4.92739 2.59666 1.39269 0.146394 0.021012
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 14 4 -4 13 8 9 11 -8 -10 -7 -9 16 -3 -16 -1
right_child=1 2 3 -5 -6 6 7 12 10 -11 -12 -13 -14 -15 15 -17 -18
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leaf_weight=2.2958831340074521 2.6300790011882773 2.4333371482789516 49.757749296724796 2.3563577495515338 18.35934878885746 2515.5938983522356 12.980785764753817 3.9064591452479345 5.9818608015775707 88.284849900752306 22.7255499958992 4.0713353380560866 6.9273662157356739 3.6393260732293129 3.3187511786818487 3.90814208984375 2.3330057300627232
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internal_weight=2751.5 82.7638 80.1337 70.4735 68.1171 2668.74 2660.47 112.099 2548.37 101.266 28.7074 2519.67 10.8338 8.26821 9.66023 7.22689 4.62889
internal_count=15980 531 516 456 437 15449 15391 713 14678 644 241 14437 69 58 60 44 31
is_linear=0
shrinkage=0.0149824
Tree=322
num_leaves=27
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split_feature=93 13 111 91 26 91 36 123 114 40 23 3 40 86 38 141 36 89 11 51 29 109 4 26 115 45
split_gain=6.12148 7.49759 7.85834 6.69551 10.2983 7.17868 6.33089 9.27249 6.2061 8.96727 8.43048 10.4376 7.36331 6.81213 6.45757 13.0687 7.15449 5.77781 9.86134 5.68252 5.63206 4.824 4.07713 3.34363 1.66098 0.00306928
threshold=22.050000000000004 0.77500000000000013 11.65 0.33958333333333329 0.50118055555555563 0.19541666666666668 2.0850000000000004 1.1465000000000003 2.4500000000000006 2.2150000000000003 6.166666666666667 1534.7385410200102 2.1150000000000007 3.9115384615384619 0.15219193477556203 -0.20699999999999999 7.0250000000000012 0.6100000000000001 1.3095238095238098 1.4650000000000001 4.8944444444444457 1.5000000000000002 1513.3210052433039 0.53050000000000008 1.0500000000000003 1.1650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 23 5 -5 19 -4 -8 13 10 12 -12 -10 14 15 -1 -16 20 -19 -2 -11 -7 -6 -3 -15 -26
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leaf_count=63 3040 18 16 14 15 52 20 22 403 221 27 27 41 18 11131 119 455 22 22 14 89 73 19 15 74 14
internal_value=8.41223e-05 0.00156752 -0.00847147 0.00189667 -0.011678 0.00212117 -0.0159934 -0.0228165 -0.000251177 0.00299318 -0.000763365 -0.016465 0.00104569 -0.000441734 -0.000494939 -0.00865915 -0.000411188 0.00727963 -0.00476605 0.00176363 0.00912373 0.0114111 -0.02289 0.0060319 0.0130621 0.0164667
internal_weight=2762.67 509.332 16.1693 493.163 8.02348 485.14 10.6473 7.89388 2253.34 125.007 66.6217 6.88276 59.739 2128.33 2119.98 21.5263 2098.45 58.3858 7.75171 467.16 50.6341 17.9794 5.58614 5.52205 8.35263 6.63075
internal_count=16044 3318 91 3227 48 3179 58 42 12726 852 498 54 444 11874 11768 182 11586 354 44 3054 310 125 34 33 106 88
is_linear=0
shrinkage=0.0149824
Tree=323
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split_feature=134 6 28 6 120 120 111 98 37 133 143 139 1 44 132 145 130 113 111 44 8 130 125 4 102 2
split_gain=6.93938 7.50343 7.69368 8.93396 8.18515 7.84172 7.13576 7.09238 8.08803 9.87858 9.58626 8.59876 7.29711 11.3728 14.1767 8.39863 8.06174 14.3249 8.07606 6.75014 6.50834 6.31506 6.31466 7.7595 7.48131 5.89941
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=7 2 4 5 6 -7 -8 12 10 21 11 -13 16 15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27
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leaf_weight=117.6425612680614 3.8284074142575264 3.6849190443754187 2.4733657315373412 156.592563778162 1352.7585952989757 59.678518649190664 72.794465892016888 40.387893963605165 15.64633219689131 39.108124300837517 3.9605462551116934 3.2199880257248878 628.27727905660868 3.0259956717491177 8.5615023523569089 19.639191411435604 13.629380427300932 17.543914806097746 37.795860067009926 2.5962892770767203 12.904424674808977 10.965543273836373 9.1020550578832609 4.7187359146773806 119.58098408207297 2.2012356445193282
leaf_count=680 26 24 13 924 7656 433 410 241 105 267 31 21 3530 17 54 117 90 116 208 16 106 101 81 39 725 13
internal_value=8.29324e-05 0.000588137 0.00021892 0.00282731 -0.000182845 0.00322145 -0.000135597 -0.00103327 -0.00496852 -0.00142015 -0.01054 -0.0260143 -0.000563231 -0.00511756 -0.00918031 0.00365664 -9.54527e-05 -0.00754229 0.000253071 0.00298705 -0.00664816 0.000761454 0.00323561 -0.00660886 0.00380916 -0.0195374
internal_weight=2762.32 1901.62 1647.98 219.956 1428.03 216.271 1425.55 860.696 91.8346 56.1033 35.7313 7.18053 768.861 71.6146 48.9494 22.6652 697.246 31.1733 666.073 253.641 28.5508 50.0737 251.044 13.8208 237.224 6.02964
internal_count=16044 11001 9460 1381 8079 1357 8066 5043 670 407 263 52 4373 429 295 134 3944 206 3738 1541 211 368 1525 120 1405 39
is_linear=0
shrinkage=0.0149824
Tree=324
num_leaves=24
num_cat=0
split_feature=134 6 28 6 120 120 111 98 37 26 1 42 6 1 142 44 130 113 111 44 141 9 37
split_gain=6.73074 7.29343 7.47488 8.60558 7.84583 7.63366 6.93711 6.85605 7.76451 11.901 11.6213 8.84948 11.1953 7.06021 11.0905 10.4615 7.78808 13.7414 7.81481 6.49456 5.8125 5.73626 1.23964
threshold=0.17300000000000001 1484.2391635604511 2.683333333333334 1485.4486056602507 0.26800000000000007 1.6125000000000003 23.550000000000004 0.23611111111111113 0.40154450893085053 0.47950000000000004 1444.5114190467659 2.9550000000000005 1483.9308587982964 1396.8117488203673 1.0405000000000002 8.1350000000000033 2.6125000000000003 0.28650000000000003 23.750000000000004 12.225000000000001 -3.2999999999999994 1.0333333333333337 0.34437213469970807
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -3 -4 -5 -6 8 11 -10 -11 12 -2 14 15 -9 18 -18 -15 20 -1 -22 -13
right_child=7 2 4 5 6 -7 -8 13 9 10 -12 22 -14 16 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-0.020745773253343584 -0.029886411785481633 -0.019797755493004252 -0.026683671643297966 0.0049196626340253617 -0.00037570770812708608 -0.001377672850246569 0.0043770939749412496 -0.0079175635495221247 -0.034050304474799314 0.0076521235792804329 -0.012720297963107639 0.0086836823495214134 -0.0016158541393007046 0.0006480570652222929 -0.03701953406939907 0.0045686678971140647 0.0039298095622546736 -0.01609569595746135 -0.0063564119687013311 -0.020489584965201792 0.0069198395951092957 0.0019328613178228099 0.021865087919874914
leaf_weight=2.256447408348321 3.3731924518942824 3.7224203273653975 2.5027945712208739 156.22419702261686 1353.0010976046324 59.730302345007658 72.635947905480862 47.337327811866999 4.1897882074117652 8.6297776438295859 23.136051762849092 3.2530071511864653 46.337609749287367 628.08279243856668 2.3527810871601096 22.091786205768585 13.598820704966785 17.707518570125103 37.912611998617649 2.6267122998833647 73.552507344633341 174.86163165420294 3.1546754240989685
leaf_count=18 26 24 13 924 7656 433 410 284 20 78 165 39 327 3530 14 131 90 116 208 16 433 1074 15
internal_value=8.17592e-05 0.000579515 0.000215681 0.00278857 -0.000180082 0.0031779 -0.000133553 -0.0010171 -0.00488072 -0.0103162 -0.00718575 -0.00139815 -0.0035342 -0.00055455 -0.00502865 -0.00394454 -9.39754e-05 -0.00739704 0.000249319 0.00294643 0.00319201 0.00340945 0.0151733
internal_weight=2762.27 1901.11 1647.82 219.677 1428.14 215.954 1425.64 861.158 92.0741 35.9556 31.7658 56.1185 49.7108 769.084 71.7819 69.4291 697.302 31.3063 665.995 253.297 250.671 248.414 6.40768
internal_count=16044 11001 9460 1381 8079 1357 8066 5043 670 263 243 407 353 4373 429 415 3944 206 3738 1541 1525 1507 54
is_linear=0
shrinkage=0.0149824
Tree=325
num_leaves=23
num_cat=0
split_feature=27 136 40 35 94 136 10 135 113 96 131 0 55 127 131 7 7 30 30 28 46 11
split_gain=6.2509 7.00245 7.05267 5.62584 6.12895 8.4172 11.4237 8.86836 6.35954 14.7996 6.18354 5.09781 5.07794 4.78309 4.71078 2.92797 4.43369 1.89662 1.45657 2.35338 0.476049 0.00342539
threshold=0.35050000000000003 13.050000000000002 2.2050000000000005 7.0850000000000009 19.050000000000004 6.8500000000000005 2.5916666666666672 0.56900000000000006 0.28650000000000003 1.5000000000000002 0.78900000000000015 1430.8098796732618 1.5850000000000002 1.4720000000000002 0.81650000000000011 7.1745737634136058 21.806800941257055 0.13359580052493439 0.61620294599018022 1.4722222222222225 3.4350000000000005 0.96666666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 8 6 -6 -7 10 -10 -2 -1 18 17 -15 20 -17 -14 21 -20 -13 -5
right_child=3 2 -4 12 5 7 -8 -9 9 -11 -12 15 13 14 -16 16 -18 -19 19 -21 -22 -23
leaf_value=-0.013406130927912568 0.0023053665942165524 -0.028387390723366046 0.0054494386864034888 0.017211751586471001 3.0511854496598096e-05 0.0015300863757206531 -0.0090310655035291485 0.008434634383908195 -0.0087046477953146295 -0.0010036768830719565 -0.00043113723291121039 0.020863572645125155 -0.0026566221170414338 0.0077992789915599155 -0.014755289633830436 -0.0015778088896620081 0.020157517671596428 0.016956608782853665 0.016235023885681429 -0.014602462555301806 0.013681808695483849 0.016388747046675582
leaf_weight=1.7149597033858359 233.59630529209971 2.1984228491783133 3.7265508994460106 1.3234014734625841 302.88122390210629 508.13026960194111 34.81936876475811 45.496346406638622 61.534317165613174 624.78034542500973 897.56281341984868 7.6061421856284159 1.5166908018290985 3.3835161887109262 5.3899937272071838 5.2374833747744542 3.5241642631590366 4.0944022908806801 1.3146730884909623 0.96197952702641476 2.8477371335029602 8.5480112433433515
leaf_count=9 1259 13 19 13 1769 2986 224 278 298 3453 5318 41 15 40 47 29 22 42 19 13 19 118
internal_value=8.05934e-05 0.00727366 -0.00710556 9.97193e-06 -5.72749e-05 0.000960381 -0.000903803 0.00209749 -0.000556355 -0.00169414 0.00013398 0.0113441 0.0068754 0.000852031 -0.00605709 0.0135531 0.00716474 0.0116551 0.0140077 0.00320489 0.0189072 0.0164991
internal_weight=2762.19 26.8555 5.92497 2735.33 2708.8 891.327 337.701 553.627 1817.47 686.315 1131.16 20.9305 26.5327 14.3846 8.77351 19.2155 8.76165 5.61109 12.1481 2.27665 10.4539 9.87141
internal_count=16044 152 32 15892 15585 5257 1993 3264 10328 3751 6577 120 307 144 87 111 51 57 163 32 60 131
is_linear=0
shrinkage=0.0149824
Tree=326
num_leaves=25
num_cat=0
split_feature=134 28 34 134 111 36 1 40 142 39 130 137 150 36 30 95 9 80 46 11 45 40 134 38
split_gain=6.53852 6.96232 7.2714 9.01551 8.59036 7.95534 6.26155 10.5141 9.44065 6.2692 6.71851 6.1645 6.11499 10.7408 6.01605 5.90955 5.59707 5.1632 5.99107 4.83303 4.47472 8.10924 5.70914 4.32275
threshold=0.17300000000000001 2.683333333333334 2.8550000000000004 -0.7054999999999999 24.350000000000005 3.9550000000000005 1396.8117488203673 3.5250000000000004 1.0405000000000002 0.082335246326534009 2.1835000000000004 13.050000000000002 0.62017637310606066 1.8450000000000004 0.077849927849927822 -3.75 0.099999999999999964 0.086570052833251351 1.9850000000000001 0.96666666666666667 1.2450000000000003 2.7150000000000003 0.047000000000000007 0.23387472478102098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 23 14 -6 7 8 11 10 -8 -2 16 -14 -3 -5 -11 20 -19 -20 22 -22 -1 -4
right_child=6 2 3 15 5 -7 9 -9 -10 12 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25
leaf_value=0.0017183681877289941 -8.2503994651343662e-05 0.0045918079747712306 -0.0037961625642591221 -0.00026794004173593728 0.0099685513322603798 -0.005894806890736507 -0.037712360845375499 -0.03729784263641775 -0.0323458054919529 -0.016465408657002609 0.0014683278019734997 -0.0091674470755072658 0.0032946935252084956 -0.0081075603967660191 0.00018156176548438587 -0.0050114181274998372 7.2986693247326469e-05 -0.0040512804164512953 0.021078247072246561 0.006807108330624311 -0.025228879883209987 0.00082027267108369061 0.0091226525939389468 0.018471288385213933
leaf_weight=177.61229216679931 50.174272131174803 73.384695947170258 2.7423380687832815 113.33448724448681 37.625318333506584 8.7457358688116056 2.1051644831895824 2.1993111521005622 2.5651403442025176 4.6242106705903998 1.8419780023396013 25.178793519735336 27.749612744897604 55.905075993388891 1288.3807210512459 122.87149080634117 689.1512447334826 6.219622120261195 8.9606856778264063 13.135092526674269 3.6643119603395453 10.012716785073279 26.918543107807636 6.8330728262662888
leaf_count=1202 320 378 21 639 207 54 13 10 16 24 15 160 228 445 7385 705 3812 26 42 59 16 45 185 37
internal_value=7.94329e-05 0.000570242 0.000220134 -0.0021577 0.000635169 0.00697667 -0.00100328 -0.00499226 -0.0040804 -0.000594278 -0.0194284 -0.00311819 -0.000498654 -0.00432525 0.000419227 -0.00273544 -3.7247e-05 0.00291911 0.00893826 0.0125946 0.00213804 -0.00615878 0.00269286 0.012094
internal_weight=2761.94 1900.44 1653.92 245.781 1408.14 46.3711 861.495 80.1175 77.9182 781.377 3.94714 75.3531 777.43 83.6547 1361.77 236.206 693.775 246.523 28.3154 22.0958 218.208 13.677 204.531 9.57541
internal_count=16044 11001 9426 1402 8024 261 5043 506 496 4537 28 480 4509 673 7763 1344 3836 1575 127 101 1448 61 1387 58
is_linear=0
shrinkage=0.0149824
Tree=327
num_leaves=26
num_cat=0
split_feature=134 27 28 120 91 98 98 47 98 27 104 1 132 133 2 99 122 2 37 20 40 0 27 80 51
split_gain=6.34246 7.45753 6.769 9.06954 8.53934 9.87114 9.48479 6.9384 6.6576 9.64004 10.7606 6.63494 8.1738 6.52427 6.38957 12.9428 13.6847 11.7732 6.84127 15.5007 8.73692 6.26528 5.46305 0.557719 0.0248836
threshold=0.17300000000000001 0.36050000000000004 2.683333333333334 1.6125000000000003 -0.48208333333333325 0.74456521739130443 0.48684210526315791 1.8250000000000004 0.23611111111111113 0.42683333333333334 0.28250000000000003 1396.8117488203673 1.2930000000000004 0.95000000000000007 -3.4134442028166627 0.58957219251336912 2.0250000000000004 -4.5851647931946209 0.31329433899210457 1.5000000000000002 2.8050000000000002 1610.5712778830793 0.48950000000000005 0.056022920153354853 1.2150000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 4 5 -1 -6 22 9 -3 -11 12 -10 -2 15 16 -4 -17 19 -16 -20 -13 -5 -15 -25
right_child=1 8 14 7 6 -7 -8 -9 11 10 -12 21 -14 23 18 17 -18 -19 20 -21 -22 -23 -24 24 -26
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leaf_weight=6.100749231874941 2.4548447579145423 3.1215399652719489 228.26353550329804 3.0065770745277396 54.707006100565195 3.4262594729661942 114.16731334850192 4.9911074787378302 56.108895286917686 77.319098565727472 10.507550045847891 563.49263096600771 14.804365597665308 1.8756162151694278 36.451649323105812 570.74915067479014 16.083189699798822 4.8890656679868689 705.06225916743279 6.0762145370244971 86.19545716419816 125.99670752137899 59.744950208812952 3.5092740133404732 2.7760177105665207
leaf_count=38 14 16 1318 19 395 20 612 23 333 588 56 3110 88 14 195 3088 117 24 4226 30 428 788 468 22 14
internal_value=7.82904e-05 -0.000987641 0.00056189 0.00287992 0.00465211 -0.00914845 0.00543067 -0.00178718 -0.00114326 -0.00497424 -0.00405464 -0.000685051 -0.00504898 0.0114923 0.000216878 -0.000722203 0.0021669 -0.00194857 0.00114042 -0.00471347 0.00145505 -0.000236225 -0.000434897 0.0179342 0.0200738
internal_weight=2761.88 861.967 1899.91 246.144 178.401 9.52701 168.874 67.7426 851.351 90.9482 87.8266 760.403 70.9133 10.6158 1653.77 819.985 244.347 575.638 833.786 42.5279 791.258 689.489 62.7515 8.16091 6.28529
internal_count=16044 5043 11001 1575 1065 58 1007 510 4979 660 644 4319 421 64 9426 4547 1435 3112 4879 225 4654 3898 487 50 36
is_linear=0
shrinkage=0.0149824
Tree=328
num_leaves=22
num_cat=0
split_feature=93 129 145 141 91 26 91 35 148 10 86 51 27 136 26 102 115 89 10 120 45
split_gain=6.03293 7.20752 12.0677 6.91384 6.48108 9.83252 7.00618 5.86395 6.43524 5.73559 5.66846 5.5079 5.49941 8.90074 6.15326 3.85895 3.19769 2.90487 2.86759 2.72914 0.00278464
threshold=22.050000000000004 0.77500000000000013 0.72725000000000006 1.7250000000000003 0.33958333333333329 0.50118055555555563 0.19541666666666668 6.9750000000000005 0.26528267397832622 2.1083333333333338 3.9115384615384619 1.4650000000000001 0.49950000000000006 2.8500000000000001 0.42683333333333334 1.3925000000000003 1.0500000000000003 0.29000000000000009 1.3095238095238098 3.5355000000000003 1.1650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 18 6 -6 11 10 15 -7 12 -2 14 -14 -1 19 -12 -8 -3 -9 -18
right_child=1 2 -4 -5 5 9 17 8 -10 -11 16 -13 13 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=-0.0025166848518579981 0.0018824530264837543 0.019457708414650297 -0.030780953988286439 -0.015161699811684628 0.013861390310263065 -0.008749460752812261 0.018937462311471379 0.013913282113816717 -0.02384710402892742 -0.039116280817326501 -0.0050602407793783333 -0.01736265982072753 0.01064804445322357 -0.00110823284252895 0.0010561340276039064 -0.008512632751371093 0.016280833122610024 0.0065183858676723825 0.00055605195464490241 -0.010334455570816957 0.017033888914288961
leaf_weight=126.33619801700115 463.39090981334448 2.9767488688230532 4.0216901227831832 4.6820420324802399 2.4152931272983533 3.1400411911308765 6.8840896636247662 15.963445901870736 1.3576583564281453 2.5140023306012154 2.0048429630696756 3.3623548448085776 14.615020640194414 1328.3915700092912 753.93521340191364 2.2574191540479651 5.5070104748010635 10.956615019589661 4.5640966594219208 1.1146828420460213 1.3981268033385275
leaf_count=613 3040 18 21 27 14 20 49 197 9 14 21 14 99 7658 4002 20 79 76 25 14 14
internal_value=7.71774e-05 0.0015505 -0.00826867 -0.000861413 0.00187427 -0.0114425 0.00209602 -0.000255636 0.00768322 -0.0222518 -0.000329232 0.00174382 -0.000377028 -0.000980297 0.000543364 0.00989718 0.0115971 0.0113105 0.00801752 0.0123306 0.0164334
internal_weight=2761.79 508.908 16.2446 12.2229 492.663 8.06934 484.594 2252.88 20.6932 5.65404 2232.19 466.753 2223.28 1343.01 880.271 19.3355 8.90998 17.8407 7.54085 17.0781 6.90514
internal_count=16044 3318 91 70 3227 48 3179 12726 240 34 12486 3054 12372 7757 4615 231 114 125 43 211 93
is_linear=0
shrinkage=0.0149824
Tree=329
num_leaves=17
num_cat=0
split_feature=43 98 133 2 46 138 130 2 26 80 40 45 147 36 144 10
split_gain=7.29108 6.84472 12.529 11.1792 10.0549 8.53703 7.74345 9.77652 7.64774 9.35826 9.67802 8.177 5.8546 12.329 5.61415 4.90837
threshold=1.0000000180025095e-35 0.4330357142857143 1.8165000000000002 -77.783636573855674 4.3350000000000009 5.5000000000000009 0.41450000000000004 -0.95051112833493778 0.42950000000000005 0.049926622243376156 1.8050000000000004 1.4650000000000001 0.40281214142283422 6.4750000000000005 -0.0054499999999999991 1.3095238095238098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 15 -8 9 10 -3 -11 13 -10 -14 -4
right_child=-2 8 6 4 -6 -7 7 -9 12 11 -12 -13 14 -15 -16 -17
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leaf_weight=37.670077033340931 3.6072398424148551 4.1515511348843566 2.4420617818832389 182.72987085208297 5.9024268686771384 69.629451625049114 51.692184634506702 92.186997782438993 170.9290253855288 221.25737818330526 32.636222049593925 5.7084887772798529 76.829059444367886 3.6689186692237845 1784.2780774645507 2.0196291469037533
leaf_count=220 15 26 14 1060 40 459 417 771 909 1106 177 24 467 23 10232 17
internal_value=1.62416e-05 4.42275e-05 0.00174668 -3.46657e-05 -0.00223091 0.00382632 0.00530038 0.00590317 -0.0002847 -0.00268515 -0.00969498 -0.00154896 2.63117e-05 -0.00259693 0.000272408 -0.0141383
internal_weight=2747.34 2743.73 444.273 295.932 188.632 107.3 148.341 143.879 2299.46 263.754 36.7878 226.966 2035.71 174.598 1861.11 4.46169
internal_count=15977 15962 2998 1779 1100 679 1219 1188 12964 1333 203 1130 11631 932 10699 31
is_linear=0
shrinkage=0.0149824
Tree=330
num_leaves=16
num_cat=0
split_feature=63 98 133 2 46 134 2 2 56 38 1 136 86 148 28
split_gain=7.10285 6.64875 12.2144 10.8553 9.61061 9.44572 6.44993 7.01207 7.00352 5.89363 6.27674 5.46464 5.45721 5.43419 3.51983
threshold=1.0000000180025095e-35 0.4330357142857143 1.8165000000000002 -77.783636573855674 4.3350000000000009 -0.7054999999999999 -0.95051112833493778 -181.56587454947848 3.0650000000000004 0.33000306184935707 1428.8220231122377 6.0500000000000007 3.8660714285714293 0.19904948354047694 5.2928571428571436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -4 -8 12 -11 -12 13 -3 -14
right_child=-2 9 6 4 -6 -7 8 -9 -10 10 11 -13 14 -15 -16
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leaf_weight=2.8124395608901969 3.5929038226604453 173.09908389672637 5.4014373496174803 182.87128369137645 5.9767614826560012 104.28067111968994 86.554946441203356 49.056664947420359 6.8037453778088084 3.8592234104871741 14.42344783246517 22.404568314552307 7.0341317281126958 2076.0937156490982 2.834817286580801
leaf_count=19 15 1137 49 1060 40 660 707 390 73 17 61 96 97 11524 32
internal_value=1.60405e-05 4.36102e-05 0.00172267 -3.40553e-05 -0.0021949 0.00377638 0.00523976 0.00933748 0.00284947 -0.000280379 0.00537116 0.00346622 -0.000382167 -0.000430945 0.0107346
internal_weight=2747.1 2743.51 443.758 295.941 188.848 107.093 147.817 54.4581 93.3587 2299.75 40.6872 36.828 2259.06 2249.19 9.86895
internal_count=15977 15962 2998 1779 1100 679 1219 439 780 12964 174 157 12790 12661 129
is_linear=0
shrinkage=0.0149824
Tree=331
num_leaves=15
num_cat=0
split_feature=43 30 2 122 10 37 85 31 85 86 134 56 29 41
split_gain=6.92064 5.4549 5.73552 5.54004 14.4005 5.50587 7.36704 6.94549 6.17313 5.1674 4.89348 2.19553 1.78351 0.0075266
threshold=1.0000000180025095e-35 0.071750321750321713 -366.27857101792557 0.69600000000000006 1.2761904761904763 0.29926245326229717 -0.024355716878402846 0.16077672327672329 -0.35223443223443218 3.8660714285714293 -0.21099999999999999 1.5350000000000004 6.7638888888888902 2.4250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 4 -4 6 11 -8 -7 -5 -10 -1 13 -3
right_child=-2 2 3 9 -6 8 7 -9 10 -11 -12 -13 -14 -15
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leaf_weight=2.7207193374633816 3.5780251175165168 2.5638641715049735 29.649464964866638 2566.0630049668252 23.116337541490793 2.9102231115102759 14.203329265117647 6.890774965286254 10.691289991140364 12.434767633676527 64.806947313249111 3.110091358423233 1.6138191968202589 2.6082382202148438
leaf_count=14 15 17 143 14943 131 14 67 38 55 161 326 16 13 24
internal_value=1.58353e-05 4.2994e-05 -9.05034e-05 -0.000125981 -0.00493174 0.0033864 -0.00245901 -0.00657936 0.00539368 -2.76365e-05 0.00621904 0.0124471 0.0136658 0.0179563
internal_weight=2746.96 2743.38 2638.05 2631.26 52.7658 105.333 26.9249 21.0941 78.4085 2578.5 75.4982 5.83081 6.78592 5.1721
internal_count=15977 15962 15432 15378 274 530 135 105 395 15104 381 30 54 41
is_linear=0
shrinkage=0.0149824
Tree=332
num_leaves=16
num_cat=0
split_feature=43 98 121 142 144 103 26 53 90 14 122 48 141 52 28
split_gain=6.7442 6.45886 8.79213 8.52913 10.8941 8.33505 7.41167 12.2165 8.98356 7.61023 7.8682 6.95158 5.24301 6.98375 4.51987
threshold=1.0000000180025095e-35 0.4330357142857143 1.0500000000000003 -0.068999999999999992 0.0015500000000000004 1.0365000000000002 0.42950000000000005 3.7850000000000006 -0.32458333333333328 0.29166666666666669 0.40850000000000003 1.6850000000000003 0.59250000000000014 3.2850000000000006 4.5857142857142863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -3 11 -11 -8 14 -14 -4
right_child=-2 6 12 4 -6 -7 9 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0064624879122710541 -0.020584849263277562 -0.011770801832405007 0.0048344407221652145 -0.0030082954779776334 0.010531549565938585 -0.031771957831884287 0.0083642833098108195 0.018645617035005734 -0.0022225739893363813 0.018784276792995529 -0.00017307964478398307 -0.0039007480787698772 0.00080891949602670524 -0.017106335215950178 -0.00072369686313992099
leaf_weight=15.138328753411772 3.5626343488693228 24.430970579385757 210.50537303090096 62.349978685379028 16.96941639110446 3.6190713047981253 43.332901813089848 5.9178102016448966 233.73007043451071 4.9267669320106497 1974.0082067400217 13.637675926089285 90.586764074862003 5.1626629121601573 38.912959460169077
leaf_count=88 15 126 1493 365 115 18 210 25 1182 25 11309 87 634 44 241
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internal_weight=2746.79 2743.23 443.245 98.0768 79.3194 18.7574 2299.98 264.079 258.161 2035.91 1978.93 56.9706 345.168 95.7494 249.418
internal_count=15977 15962 2998 586 480 106 12964 1333 1308 11631 11334 297 2412 678 1734
is_linear=0
shrinkage=0.0149824
Tree=333
num_leaves=24
num_cat=0
split_feature=26 27 45 12 151 131 39 26 50 19 38 100 26 30 115 143 46 133 115 149 137 34 15
split_gain=6.51442 10.1928 8.87153 8.36533 9.21793 8.16389 7.96837 10.1673 10.1549 8.67236 7.566 7.47747 7.428 7.29135 11.5378 9.19542 6.03842 5.96541 11.0585 9.3608 5.19489 4.50209 3.97657
threshold=0.42950000000000005 0.43788888888888883 1.5950000000000004 0.55000000000000016 0.92500000000000016 1.7890000000000004 0.24011925988543639 0.39387500000000003 1.0750000000000004 1.5000000000000002 0.31941437511409565 1.3650000000000002 0.40050000000000008 0.079455266955266918 1.2915000000000003 -0.33549999999999996 1.8550000000000002 1.8820000000000003 1.2915000000000003 0.61434823896303536 3.2500000000000004 2.6450000000000005 0.63333333333333341
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 13 4 22 -6 7 -1 10 -10 -8 -9 16 14 20 -16 -5 18 -15 -19 -2 -14 -3
right_child=2 3 -4 12 5 -7 8 11 9 -11 -12 -13 21 17 15 -17 -18 19 -20 -21 -22 -23 -24
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leaf_weight=4.3960407674312583 4.8485930860042563 5.3466477170586577 3.6322799623012534 3.6682989895343807 173.04126296937466 34.501415587961674 7.4510918706655493 4.9831993803381902 16.069286681711677 9.8700916022062284 8.2244536653161031 3.4135845974087715 13.408296518027784 1321.3373579457402 7.7402615547180202 20.752322688698769 12.855917386710642 420.17621549591422 461.93655620515347 101.97033138200641 93.000127449631691 5.4995007216930381 8.5118912607431394
leaf_count=21 24 27 15 17 870 189 32 24 81 50 40 18 68 7434 39 107 61 2634 2722 951 478 26 49
internal_value=1.5412e-05 -0.00202564 0.000276257 -0.000777731 -0.00185943 -0.0026494 -0.00791644 -0.0182578 -0.00473741 0.00101601 -0.014258 -0.0279221 0.00598137 0.000311205 0.00381571 -0.00457467 -0.00135665 0.000119152 -0.000293243 0.00152759 0.00625891 0.0123943 0.00997105
internal_weight=2746.64 311.241 2435.39 256.833 221.401 207.543 54.4077 12.7928 41.6149 25.9394 15.6755 8.39678 35.432 2431.76 126.341 28.4926 16.5242 2305.42 1783.27 522.147 97.8487 18.9078 13.8585
internal_count=15977 1573 14404 1307 1135 1059 266 63 203 131 72 42 172 14389 648 146 78 13741 10156 3585 502 94 76
is_linear=0
shrinkage=0.0149824
Tree=334
num_leaves=16
num_cat=0
split_feature=43 28 18 11 55 38 30 10 39 91 90 143 136 28 121
split_gain=6.46012 6.23281 9.24811 9.30318 10.102 5.73431 8.69619 7.33744 5.57746 5.43598 7.17812 4.90907 9.54262 5.68718 3.56142
threshold=1.0000000180025095e-35 2.2111111111111117 2.5000000000000004 1.1547619047619049 1.1850000000000003 0.33000306184935707 0.17253783180352272 1.4226190476190479 0.21273253794856831 -0.24208333333333329 -0.30166666666666658 1.1915000000000002 14.050000000000002 7.5277777777777786 3.0500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 -5 11 7 -7 -4 14 -11 13 -13 -3 -1
right_child=-2 5 3 4 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16
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leaf_weight=22.075854413211349 3.5356156527996054 2213.5874601453543 2.5504529774189022 13.280870318412779 19.678536843508482 26.820969477295876 4.8404816687107077 9.1945226639509183 13.527432002127169 19.457734659314156 122.57839448004961 202.60893291607499 54.228256903588772 16.041600007563829 2.2797839865088454
leaf_count=157 15 12648 14 107 137 114 21 40 86 142 841 1177 317 141 20
internal_value=1.52273e-05 4.1317e-05 0.00248761 -0.00323057 -0.0077884 -0.000167205 0.00540022 0.00286615 0.0061129 0.00417281 0.00305142 -0.000258685 -0.00222013 -3.27407e-05 0.0107124
internal_weight=2746.29 2742.75 215.429 49.0373 32.9594 2527.32 40.856 36.0155 16.0779 166.392 142.036 2486.47 256.837 2229.63 24.3556
internal_count=15977 15962 1504 344 244 14458 175 154 100 1160 983 14283 1494 12789 177
is_linear=0
shrinkage=0.0149824
Tree=335
num_leaves=28
num_cat=0
split_feature=26 27 132 11 120 85 28 36 26 46 100 38 102 30 137 90 25 27 134 1 133 111 28 10 113 11 24
split_gain=6.32194 9.86479 11.6107 9.41433 8.25555 8.00283 8.38608 7.91171 9.13776 8.92597 7.51308 7.05362 6.9831 6.49411 8.10871 13.35 8.00523 10.1474 6.75929 6.19733 5.90216 11.6846 12.7324 12.3215 8.71444 9.70613 6.90884
threshold=0.42950000000000005 0.43788888888888883 1.7320000000000002 1.7928571428571431 0.95000000000000007 -0.3841025641025641 4.9500000000000011 3.4250000000000003 0.39387500000000003 2.5050000000000003 1.3650000000000002 0.31941437511409565 1.0365000000000002 0.079455266955266918 3.2500000000000004 -0.012083333333333248 0.64583333333333337 0.46316666666666667 -0.070999999999999994 1399.0668543438376 1.8820000000000003 20.950000000000003 3.683333333333334 2.4083333333333337 0.68150000000000011 2.2583333333333337 0.73214285714285732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 12 -5 -3 -7 9 -9 11 -10 -1 -4 14 15 -2 18 -18 -16 -11 24 23 -23 -22 26 -26 -15
right_child=13 2 3 4 -6 6 -8 8 10 19 -12 -13 -14 20 16 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28
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leaf_weight=6.8303620666265479 2.5281697362661362 5.3482601270079604 28.074117869138718 2.8676630705594999 6.3696001321077347 188.12419512867928 14.771119624376295 4.3939258605241767 5.8370345309376699 2.9910547733306911 3.4825047180056572 8.2267818972468358 11.311082921922205 1270.1619132645428 33.829062562435865 4.5993399396538726 2.9150665104389217 15.275934487581251 67.726137213408947 22.767886117100716 448.84708034992218 6.9568571820855167 16.591099113225937 49.391350448131561 157.56346480548382 5.9240000247955313 352.48161647841334
leaf_count=29 13 24 154 15 33 931 84 21 28 15 18 40 66 7104 174 23 15 80 346 115 3048 36 108 394 937 36 2090
internal_value=1.50281e-05 -0.00199506 -0.000766404 -0.0073585 -0.0209714 0.000772775 0.00124963 -0.00778276 -0.0176284 -0.00447481 -0.026026 -0.0136388 -0.00416576 0.000272107 0.00357226 -0.0119528 0.00449634 -0.00465657 0.00613585 0.000881926 9.06868e-05 0.00149249 -0.00882046 0.0019799 -0.000318825 0.00297813 -0.000651006
internal_weight=2746.19 311.396 256.866 48.6225 9.23726 208.244 202.895 54.5295 13.7135 40.8161 9.31954 15.0571 39.3852 2434.79 126.874 7.12751 119.746 18.191 101.555 25.7589 2307.92 521.786 23.548 498.238 1786.13 163.487 1622.64
internal_count=15977 1573 1307 268 48 1039 1015 266 67 199 46 69 220 14404 651 36 615 95 520 130 13753 3586 144 3442 10167 973 9194
is_linear=0
shrinkage=0.0149824
Tree=336
num_leaves=28
num_cat=0
split_feature=41 11 127 29 18 110 28 110 4 49 123 0 38 135 11 5 7 3 29 7 36 2 143 132 27 104 127
split_gain=5.57357 10.9049 11.722 11.7291 10.7292 10.3548 7.34664 7.09762 6.9923 8.07522 6.42708 15.9022 14.0408 7.84238 6.65438 6.3473 6.33659 7.49665 7.60187 6.25826 6.20259 6.16464 5.78197 4.28907 3.51226 1.96643 0.0150096
threshold=1.7550000000000001 0.34523809523809529 1.8820000000000003 2.5857142857142863 1.0000000180025095e-35 5.2500000000000009 2.9500000000000006 18.850000000000005 1702.4760819216276 3.2450000000000006 1.0515000000000001 1461.5330989680638 0.24478758840196838 -1.3889999999999996 0.27619047619047621 1528.4135009730292 -31.629406622321195 1554.7542287688859 4.0500000000000007 74.655619784733645 1.7150000000000001 -47.384495777987119 0.52850000000000008 0.89450000000000018 0.50050000000000006 0.76450000000000007 2.1055000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -3 -5 7 8 9 -2 11 12 -8 -12 -15 21 20 24 -19 -13 -1 -4 -10 -9 -18 -25 -17
right_child=6 2 15 5 -6 -7 10 23 22 -11 13 19 -14 14 -16 26 17 18 -20 -21 -22 -23 -24 25 -26 -27 -28
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leaf_weight=2.240034505724906 228.16761166974902 30.976393267512321 10.470820672810076 209.56150236725807 48.354553863406181 273.93431547284126 3.5682770833373096 4.4959934130311039 2.3946957588195792 48.009676717221737 0.96315839886665244 419.00755694881082 14.233871735632418 38.090756118297577 1292.6436016224325 3.2827747687697402 15.326371371746065 7.5675610303878766 6.2880248799920082 4.2767941132187834 4.1648828983306885 63.141162514686584 2.5997426435351372 11.90125912427902 8.7290739715099317 2.6609009504318228 3.1393224261701107
leaf_count=14 1560 181 78 1069 265 1338 20 22 14 225 6 2439 69 209 7723 21 74 35 30 33 18 425 16 63 40 14 31
internal_value=0.000109388 -0.00105996 -0.0015555 -0.00231841 -0.00765792 -0.00144232 0.000497012 0.00266434 0.0020646 0.00238233 0.000129964 0.00169744 -0.0121742 -0.000389217 -0.000358285 0.00380953 0.00612849 0.00845713 -0.000321483 0.00228084 -0.00765483 0.00256329 -0.0155047 0.0115126 0.0135135 0.0154619 0.0180943
internal_weight=2760.19 687.177 642.861 562.827 79.3309 483.496 2073.01 300.23 281.172 276.177 1772.78 441.086 17.8021 1331.7 1330.73 80.0341 44.3159 37.911 13.8556 423.284 6.40492 73.612 4.99444 19.0582 24.0554 14.5622 6.4221
internal_count=16032 3619 3408 2853 446 2407 12413 1914 1815 1785 10499 2561 89 7938 7932 555 211 179 65 2472 32 503 30 99 114 77 52
is_linear=0
shrinkage=0.0149824
Tree=337
num_leaves=25
num_cat=0
split_feature=93 13 110 11 26 98 91 29 103 86 138 85 47 119 26 135 141 29 29 56 68 100 38 9
split_gain=5.42331 6.66728 13.8751 6.3925 6.71697 6.01643 5.9555 5.93013 7.94753 6.3753 5.49776 8.42851 8.06084 6.42516 6.00267 5.29342 5.25542 4.75162 6.42198 4.39518 2.80068 2.40636 1.30657 0.416287
threshold=22.050000000000004 0.77500000000000013 10.250000000000002 0.30952380952380959 0.5395000000000002 0.71825396825396837 0.27458333333333335 6.1055555555555561 2.0005000000000002 3.0956959706959712 3.5000000000000004 0.12653679653679648 1.9650000000000001 1.1000000000000003 0.45414285714285713 0.18900000000000003 2.7000000000000006 7.2111111111111121 6.1833333333333345 1.9850000000000001 1.0000000180025095e-35 1.1000000000000003 0.30500047957134563 1.3785714285714288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 -3 4 -4 7 16 9 -9 -2 11 14 13 -12 -8 -14 17 18 -1 -19 -18 -7 -23 -22
right_child=1 2 3 -5 -6 21 10 8 -10 -11 12 -13 15 -15 -16 -17 20 19 -20 -21 23 22 -24 -25
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leaf_weight=2038.71485067904 415.80168941244483 4.1624178737401989 5.0372162163257581 3.6651533097028723 4.0195620879530907 2.1960047446191302 4.1820365935564068 24.238743878901005 9.0853937007486802 28.685554567724466 18.981457512825727 3.5082916095852843 8.4832846820354444 40.496015910059214 11.495317436754702 3.99847587943077 3.1305370926856995 16.561949860304598 90.570167906582355 7.3497502431273452 4.3797752037644369 7.0760903432965261 2.1749581173062325 1.9168769940733907
leaf_count=11445 2600 25 26 19 22 15 22 180 65 278 112 19 37 259 63 19 24 100 537 58 29 48 16 14
internal_value=0.000107815 0.00150928 -0.00774719 -0.015516 -0.00875979 0.00182873 -0.000206921 0.00157157 0.00766743 0.00111455 0.00354462 -0.00358165 0.00544461 0.00774176 0.001116 -0.00550165 -0.000365032 -0.000413902 -0.000488487 0.00622768 0.010797 0.0125627 0.0159096 0.0165551
internal_weight=2759.91 506.143 16.8843 12.7219 9.05678 489.258 2253.77 477.811 33.3241 444.487 91.1449 19.1856 71.9592 59.4775 15.6774 12.4818 2162.62 2153.2 2129.29 23.9117 9.42719 11.4471 9.25105 6.29665
internal_count=16032 3294 92 67 48 3202 12738 3123 245 2878 531 104 427 371 85 56 12207 12140 11982 158 67 79 64 43
is_linear=0
shrinkage=0.0149824
Tree=338
num_leaves=29
num_cat=0
split_feature=41 11 11 102 85 34 38 27 38 144 141 85 2 27 0 38 105 105 79 99 34 123 145 135 105 105 130 142
split_gain=5.37414 10.582 6.09176 6.97311 6.7292 5.9003 5.68994 5.59803 5.50522 7.91328 6.72938 9.05792 8.65776 7.42867 6.97765 6.51898 5.59988 8.53578 5.28979 8.18702 5.68582 5.09275 8.57465 5.00839 4.28317 7.25048 3.96642 2.45165
threshold=1.7550000000000001 0.34523809523809529 2.5166666666666671 2.1810000000000005 -0.17357142857142852 1.6650000000000003 0.19772942112796779 0.50612500000000005 0.30746667205759182 0.0087500000000000026 -0.66199999999999992 -0.35223443223443218 -106.74008791182983 0.38527777777777789 1404.5818970137336 0.30426390480102666 0.60450000000000015 0.58350000000000002 2.5062937217256986 0.66025641025641035 2.7050000000000005 0.89750000000000008 0.18995000000000004 0.49450000000000005 0.74350000000000016 0.53250000000000008 0.95000000000000007 0.86450000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -4 -6 -3 18 10 16 11 26 -13 14 -12 -15 17 -10 19 -1 -20 -11 -23 -18 25 -9 -2 -5
right_child=8 2 4 27 5 -7 -8 24 9 21 13 12 -14 15 -16 -17 23 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.017390795127654957 -0.0012207810295137111 -0.011510705026843208 -0.023350288375786135 0.019711908766979321 0.010142667409472787 -0.0073224775134068647 -0.0017996305212693122 0.0017600959439911107 0.0039056968075270176 0.0099272132781367088 -0.018310199299984928 -0.006335049587940479 -0.00068442984840497319 0.00073410601605280437 0.0085813660377180058 -0.008672884099230076 0.013786015146528569 -0.029584832663996335 0.018682758398778761 0.011846207075831235 -0.0023524957860048298 -0.0045211098364514885 -0.04310233787924752 -0.0055034541585349834 0.011272719724827593 -0.024292979331532238 0.017903999555116415 0.00090450389728852232
leaf_weight=3.4584407061338442 3.535631023347376 13.86046642065048 1.7615360841155077 4.4731142818927756 22.902160421013836 5.3577835522592059 592.41844718903303 8.3132489323616046 51.242621950805187 2.0984742976725093 2.2937626540660849 72.745958272367716 372.7109004072845 1470.1987187489867 38.848975718021393 16.724466919898987 22.880961969494823 1.7671759873628605 15.18063383549452 5.6821654438972473 3.5610389411449423 3.9087688699364662 1.9323072768747804 3.4811620600521556 4.6306379884481421 3.3696873337030402 7.8144583851099014 2.3855746537446976
leaf_count=15 18 97 11 29 187 36 3033 38 392 22 12 427 2191 8778 221 77 141 9 77 24 18 39 16 22 24 15 48 15
internal_value=0.000106258 -0.00104174 -0.00152905 -0.0018517 0.0050605 0.00683146 -0.00202164 0.00604984 0.000487055 0.00416906 0.000325089 -0.00127045 -0.00160721 0.000802066 0.00708211 0.000628299 0.00559562 0.00278922 0.0101285 0.000784073 0.0146859 -0.0100922 -0.0172844 0.0112388 -0.000921195 -0.00575438 0.0119465 0.0131704
internal_weight=2759.54 687.355 643.159 613.138 30.0215 28.2599 606.279 44.1959 2072.18 87.3115 1984.87 456.807 445.457 1528.07 41.1427 1486.92 79.3719 53.0098 27.8823 9.14061 18.7417 7.93955 5.84108 26.3621 16.3136 11.6829 11.3501 6.85869
internal_count=16032 3619 3408 3174 234 223 3130 211 12413 641 11772 2684 2618 9088 233 8855 564 401 134 39 95 77 55 163 77 53 66 44
is_linear=0
shrinkage=0.0149824
Tree=339
num_leaves=25
num_cat=0
split_feature=93 136 48 124 13 120 38 123 98 29 103 24 136 144 144 135 103 81 49 134 1 123 100 2
split_gain=5.21606 6.77851 7.43378 13.1433 6.47968 6.85756 7.40433 6.1929 5.90118 5.79849 7.79038 5.76476 5.19869 7.15037 13.4083 7.20861 6.29071 9.69136 7.23931 4.65629 3.75191 3.1153 2.37216 1.42361
threshold=22.050000000000004 2.8500000000000001 2.0850000000000004 1.3665 0.77500000000000013 1.2930000000000004 0.26660399547946728 1.1465000000000003 0.71825396825396837 6.1055555555555561 2.0005000000000002 0.61250000000000016 8.0500000000000025 -0.005749999999999999 -0.0079499999999999987 0.21100000000000005 0.48750000000000004 0.22500000000000003 5.1050000000000013 0.38900000000000007 1592.6931424533102 1.4335000000000002 1.1000000000000003 -26.991261596180262
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 -4 8 -6 7 -7 9 11 -11 -2 16 14 -14 -15 18 -18 -3 21 -8 -1 -10 -24
right_child=4 12 3 -5 5 6 20 -9 22 10 -12 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 23 -25
leaf_value=0.01719307654436469 0.0022099923383252199 0.00061816432983547766 -0.0383232707567734 0.011984717622422479 0.0079384172707494746 0.014298636338726878 -0.037115396297458164 -0.015641954525339445 -0.0015092717074930687 0.012056848295833067 -0.0042142569859640018 -0.0015129851614402209 0.0021165736793008652 9.4695331204541671e-05 -0.01675845946564479 0.0033310266270270773 -0.0015482687378992378 -0.015534510303114764 -0.011731772431304705 -0.0056531989630650382 -0.013508612348025509 0.0051956020399638357 0.0042890340768187646 0.018845320703507855
leaf_weight=13.579370487481365 310.50700845196843 517.89429886266589 2.0908116102218619 2.634570375084877 4.6148536950349834 2.8395111337304098 3.0203883051872253 3.4165705516934395 2.1983051523566237 24.041485585272312 9.1073677726089937 133.49969832599163 19.32980016246438 673.30326921120286 15.006807729601858 200.49756287038326 776.15325726941228 11.28265794366598 10.878174290060995 3.5452573522925368 3.024742029607296 7.5647225975990287 1.9037241339683522 7.258939065039157
leaf_count=86 1985 3057 14 23 24 17 14 21 15 180 65 893 120 3797 82 1156 4226 61 45 21 16 50 12 52
internal_value=0.000104732 -0.000203757 0.00694141 -0.0102748 0.0014803 -0.00763593 -0.0134787 -0.00205251 0.00179598 0.00154188 0.0075865 0.0010906 -0.000298244 0.000573749 -0.00613276 0.000837286 -0.000899889 -0.00174867 0.000364095 0.0102365 -0.0253036 0.0129008 0.0124676 0.015821
internal_weight=2759.19 2253.76 29.4147 4.72538 505.433 16.9161 12.3012 6.25608 488.517 477.156 33.1489 444.007 2224.35 908.137 34.3366 873.801 1316.21 787.436 528.772 24.6894 6.04513 21.1441 11.361 9.16266
internal_count=16032 12738 194 37 3294 92 68 38 3202 3123 245 2878 12544 5155 202 4953 7389 4287 3102 157 30 136 79 64
is_linear=0
shrinkage=0.0149824
Tree=340
num_leaves=30
num_cat=0
split_feature=86 85 29 2 94 6 142 27 79 109 7 5 0 112 2 50 3 122 9 136 136 0 5 112 121 142 122 29 5
split_gain=4.98327 9.1865 7.24203 8.21686 14.9296 7.0038 8.86145 9.35748 10.0905 7.51916 7.45 9.4394 12.7833 7.4421 8.19053 7.65121 6.77539 8.88396 6.43643 5.81012 7.4876 9.62338 8.3936 5.79204 5.6018 4.91847 7.82872 5.52885 4.53519
threshold=2.6698717948717952 0.22005602240896346 4.7888888888888896 -17.028905897381375 16.050000000000004 1505.4810360906133 0.97350000000000014 0.51707142857142874 3.0271346066537861 3.5000000000000004 -20.838495801436235 1508.4123489373967 1547.6384784975487 0.38200000000000006 -208.67480890372914 1.4850000000000001 1596.2745404115299 1.8535000000000001 1.7238095238095241 2.9500000000000006 8.0500000000000025 1474.5011260245726 1495.4385335376853 0.22750000000000004 0.52800000000000014 0.045500000000000006 2.0250000000000004 4.5857142857142863 1518.8940943073146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 -3 6 7 8 -2 -9 13 24 -13 14 -7 -15 17 -8 23 25 21 -21 -22 -4 -12 26 -1 -27 -5
right_child=5 2 18 28 -6 10 16 9 -10 -11 11 12 -14 15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 27 -28 -29 -30
leaf_value=0.0025530633586854754 0.0018029627176576457 -0.028298796463758193 0.0015412744729496216 0.0059332348840542516 0.011924555993751961 0.0063786708902193057 -0.010947417780309316 0.0077869545039958681 -0.0048527768312573317 -0.019794254098519565 -0.016707811966724939 -0.03280092903685318 0.0032527674864917234 0.012209746952997258 -0.0069934637881559434 -0.012323623737072143 -0.026254862841106886 0.0093431299052651046 -0.03182361735823603 -0.0027773063451554912 0.0027510203582369669 -4.7877857025522504e-06 -0.00024801447328101661 -0.02191656084729289 0.011242849187886607 0.013766333435192322 -0.02394396009488697 0.0014467133716616332 -0.010471695142899182
leaf_weight=23.04219958931208 153.57814002782106 6.1327236741781253 5.1074315607547742 16.518402948975567 3.127730667591095 14.497308310121296 16.48774333298207 50.551835522055626 76.650188248604536 2.3205571100115767 1.6572815924882878 2.3063431531190863 51.507155653089285 15.962737821042539 35.36033646017313 3.4745975509285918 3.9278975613415232 6.8586428947746745 4.0719091743230811 421.29195214807987 332.27644971758127 844.03441186621785 566.85052355751395 4.3966723829507828 55.862229458987713 18.730760224163532 2.8079839758574954 14.512986607849596 4.9062894135713568
leaf_count=137 935 29 23 81 15 99 110 356 564 16 10 16 390 110 231 30 27 56 19 2292 1849 4734 3233 21 390 118 21 96 24
internal_value=0.000103224 -0.000193066 -0.00695178 -0.00292069 -0.0147133 0.0014717 0.000106632 0.000892404 -0.000412941 0.00657641 0.00381732 0.00621784 0.00170756 -3.9488e-05 -0.00310519 0.00782418 -0.00804948 -0.00498651 -0.016063 -5.8529e-05 -0.000185075 -0.000927901 0.000860292 -0.00931053 0.0104375 0.00457651 -0.000325204 0.00838805 0.00217647
internal_weight=2758.81 2267.81 44.2612 30.6851 9.26045 491.003 310.375 283.101 230.228 52.8724 180.628 111.333 53.8135 69.295 49.8576 19.4373 27.2743 23.3464 13.576 2223.55 2164.45 1265.33 899.127 9.5041 57.5195 59.0939 25.8502 33.2437 21.4247
internal_count=16032 12692 212 149 44 3340 2064 1871 1499 372 1276 806 406 470 330 140 193 166 63 12480 12108 7026 5082 44 400 372 158 214 105
is_linear=0
shrinkage=0.0149824
Tree=341
num_leaves=25
num_cat=0
split_feature=41 78 127 29 18 30 5 8 7 101 79 56 36 141 35 78 143 8 86 56 29 41 80 41
split_gain=5.17559 10.3041 11.2317 11.2951 10.3284 8.43457 6.23258 11.8972 6.14117 8.14348 6.3468 6.01368 5.91064 5.12125 9.48494 8.44016 8.1836 7.02243 6.98633 6.76478 2.71019 0.0794297 0.016518 0.00399653
threshold=1.7550000000000001 0.34523809523809529 1.8820000000000003 2.5857142857142863 1.0000000180025095e-35 0.18357985395993262 1528.4135009730292 2.5166666666666671 -31.629406622321195 1.9000000000000001 2.4996075448737458 1.2550000000000001 1.7150000000000001 -0.53099999999999992 2.7550000000000003 0.93095238095238109 0.73550000000000015 1.9666666666666668 2.0289495450785777 1.8550000000000002 1.9500000000000002 2.2950000000000004 0.035113324175824107 3.3250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -5 7 -4 12 10 -10 20 -1 14 18 -16 19 -18 -13 -15 -2 -22 -8 -23
right_child=11 2 6 5 -6 -7 22 -9 9 -11 -12 13 -14 16 15 -17 17 -19 -20 -21 21 23 -24 -25
leaf_value=0.012240148469984198 -0.0002021297593622117 -0.00072169053853069691 0.0046648404427938866 -0.0024126139519904683 -0.01178590685715133 0.0024335427290546616 0.016682437998243968 -0.014480549261990161 0.0020585382816684849 -0.010280848470404773 0.015776792079732371 0.012978690068690575 -0.018073315643317583 0.00068987403520119064 0.017734256840633282 -0.0013634123516147604 -7.5279272017238346e-05 -0.0054463264948361925 -0.0065582904608569113 0.0031547413728625151 0.020172706420382696 0.017369017829594813 0.018465534113892127 0.016291419732729899
leaf_weight=2.205732785165309 2.4806288033723813 31.016070619225502 65.270510423928499 381.71115696057677 48.637438401579857 102.20290601626039 1.5477696992456902 8.2012484818696958 11.748094812035559 4.6485657766461363 21.288781635463238 18.129165798425678 4.1800884157419205 723.35406358167529 5.2447296679019919 543.1302552819252 319.49087832868099 65.916257653385401 5.3126057200133792 381.88627445325255 2.8962119445204735 1.3469007164239886 4.775495670735836 1.8477815575897691
leaf_count=14 25 181 439 1839 265 568 19 64 51 24 104 86 18 3998 28 3233 1870 427 27 2664 16 12 33 27
internal_value=0.000101761 -0.00102467 -0.00150476 -0.00224965 -0.00747764 -0.0013891 0.00375614 0.00252774 0.00598376 0.00828599 0.0108985 0.000475654 -0.0076027 0.000423608 -0.000781802 -0.00118076 0.000886006 -0.000993891 0.00855102 0.00154154 0.012999 0.0183754 0.0180291 0.0167459
internal_weight=2758.47 687.434 643.363 563.568 79.6535 483.914 79.795 73.4718 44.0713 37.6854 33.0369 2071.04 6.38582 2062.46 571.817 548.375 1490.65 385.407 23.4418 1105.24 8.57152 6.09089 6.32327 3.19468
internal_count=16032 3619 3408 2853 446 2407 555 503 211 179 155 12413 32 12333 3374 3261 8959 2297 113 6662 80 55 52 39
is_linear=0
shrinkage=0.0149824
Tree=342
num_leaves=23
num_cat=0
split_feature=28 126 8 91 136 149 111 10 127 133 5 8 141 27 38 111 126 19 84 111 53 51
split_gain=4.95947 6.70346 4.64776 5.56018 8.38006 7.1163 6.32927 7.76868 7.2207 4.7306 4.81853 4.9947 4.7991 8.44533 6.7466 2.87411 2.62434 3.87404 4.54005 0.612462 0.0209845 0.00617986
threshold=7.5277777777777786 0.84500000000000008 0.37857142857142861 -0.35958333333333331 7.1500000000000012 0.52887135189419909 21.550000000000004 1.1083333333333336 1.1055000000000004 3.5280000000000005 1513.8682397039636 3.0333333333333337 0.22850000000000004 0.58950000000000002 0.14240112643333183 1.9500000000000002 1.8450000000000002 1.5000000000000002 0.029605263157894701 10.950000000000001 2.1650000000000005 1.1050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -5 12 15 -12 13 -4 -14 -11 17 19 -19 -3 21 -18
right_child=1 16 9 6 -6 -7 7 -9 -10 10 11 -13 14 -15 -16 -17 20 18 -20 -21 -22 -23
leaf_value=-0.036872711997974539 -0.015217568397194051 0.018232813484922391 -0.00098576589202552223 0.01017114769892433 0.011631391285653103 -0.0043300991307366078 0.012386511638077014 -0.017123479932969258 0.0018112136246335592 0.015054526594683707 -0.025442758017113019 0.01659809938180918 -0.01336484542230605 0.0036809674730739071 0.00070121305861270086 -0.0016425895153039005 0.016767104172739643 0.012016961302329031 -0.018345676808057591 0.0063450006348013382 0.019000395580687869 0.017820255922830652
leaf_weight=2.644415467977522 2.4954921305179623 3.5868622586131114 1389.2530885078013 38.073517188429832 3.1832816600799561 3.5111322924494743 2.9187838733196241 6.3786700665950775 59.334461323916912 10.876702733337881 1.7524618506431573 0.99420929700136174 7.7070515342056742 92.86546329408884 1116.4114402346313 2.9394870549440375 2.6220109164714804 2.0588008128106594 2.3872601464390755 1.3349280543625353 2.3024570718407631 2.4179378673434258
leaf_count=12 17 30 7938 189 18 20 14 31 314 105 19 13 66 536 6573 21 29 19 19 14 16 19
internal_value=0.000100298 0.00768721 4.70955e-05 0.0029813 -0.00810432 -0.0183105 0.00395151 -0.00785929 0.00507883 -8.27266e-05 0.00789898 -0.0102253 -0.000133451 -0.000693361 0.000604775 0.0115021 0.0111078 0.00585125 -0.00428591 0.0150086 0.0178144 0.0172724
internal_weight=2758.05 19.2057 2738.84 116.044 9.33883 6.15555 106.705 9.29745 97.408 2622.8 16.5629 2.74667 2606.24 1482.12 1124.12 13.8162 16.7103 9.36785 4.44606 4.92179 7.34241 5.03995
internal_count=16032 163 15869 598 50 32 548 45 503 15271 158 32 15113 8474 6639 126 146 82 38 44 64 48
is_linear=0
shrinkage=0.0149824
Tree=343
num_leaves=24
num_cat=0
split_feature=8 102 81 30 137 38 102 120 30 86 138 102 38 17 145 49 145 137 50 150 149 38 45
split_gain=5.6387 5.34896 8.30485 8.48259 6.48708 9.91515 5.85903 6.81225 7.60086 6.79622 9.43415 7.01758 6.36997 5.32298 4.89761 8.81976 8.10933 5.51286 4.87749 4.44837 2.10407 0.548291 0.0653299
threshold=0.20714285714285713 2.2275000000000005 1.0000000180025095e-35 0.21199280945043658 6.9500000000000011 0.20274143992975188 1.7925000000000002 2.6835000000000004 0.20574491478834525 2.7470930232558142 10.500000000000002 1.7525000000000002 0.17544975136436244 1.0000000180025095e-35 0.17855000000000001 1.8250000000000004 0.41235000000000005 20.950000000000003 1.5150000000000003 0.59354565401577208 0.45338745658086405 0.26033832357418657 1.135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 6 4 13 18 -6 9 12 -9 11 -11 -2 -8 -4 20 16 -16 19 -3 -17 -1 -22 -23
right_child=1 2 3 -5 5 -7 7 8 -10 10 -12 -13 -14 -15 15 17 -18 -19 -20 -21 21 22 -24
leaf_value=0.00070270624831420036 -0.00052881244883861605 0.011289458184676535 -0.042309011268701333 2.0604602318935719e-05 0.012346136831562287 -0.010365045058334781 0.017537615006182072 0.013061929467662405 -0.015560189926874935 0.0024630312704501866 -0.0044642889131742813 -0.011603523519832763 0.0034186288516168178 -0.014009853228431089 0.0041439398074113809 0.010005911544445304 -0.030349824232649633 -0.010768244259388403 -0.0097870117033215017 -0.0089085539266951855 0.010803365552492627 0.018804818035776539 0.02198945310142978
leaf_weight=1.9413080960512141 2147.5909853205085 10.541339848190544 3.0696839466690999 3.8255733698606491 5.2957546524703529 23.299430977553129 7.800382360816001 2.8271040543913823 7.9091117866337299 337.63513987883925 50.765178881585598 12.920777119696139 89.158807560801506 2.9030347317457199 2.924428552389144 25.757370367646221 3.2083183899521828 4.0207542628049842 3.2167974412441245 3.1302726715803137 1.7324201911687849 2.8689236044883728 2.919660210609436
leaf_count=9 12001 64 16 27 43 142 69 24 60 2338 340 80 579 16 20 125 17 20 27 18 11 20 14
internal_value=-0.000125017 -0.00021568 -0.0049675 -0.0173978 -0.00209179 -0.00615899 -0.000122398 0.00330062 -0.00802328 -0.000267025 0.00155761 -0.000595044 0.00455451 -0.0285544 0.00493824 0.00259442 -0.0139014 0.00566855 0.00636155 0.00795633 0.0146087 0.0181981 0.0204112
internal_weight=2757.26 2708.76 52.1516 9.79829 42.3533 28.5952 2656.61 107.695 10.7362 2548.91 388.4 2160.51 96.9592 5.97272 48.5035 39.0411 6.13275 32.9084 13.7581 28.8876 9.46231 7.521 5.78858
internal_count=16080 15826 335 59 276 185 15491 732 84 14759 2678 12081 648 32 254 200 37 163 91 143 54 45 34
is_linear=0
shrinkage=0.0149824
Tree=344
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num_cat=0
split_feature=14 31 107 20 31 136 120 149 86 89 86 13 138 56 37 149 3 130 123 48 89 36 77 144 136 143 86
split_gain=6.26055 8.3391 9.95192 7.70971 7.26064 5.37551 5.63182 6.00399 5.07775 10.3209 13.9488 9.29819 8.80334 7.31557 8.59384 8.47592 7.20315 8.67065 6.14994 4.89127 4.60307 4.62061 4.57763 4.53817 2.85818 1.85394 0.017865
threshold=0.29166666666666669 0.18874521704710381 0.40950000000000003 1.0000000180025095e-35 0.22268135904499545 15.950000000000001 0.8660000000000001 0.5270764772947919 2.6698717948717952 1.0000000180025095e-35 1.8603896103896107 0.63333333333333341 10.500000000000002 1.8550000000000002 0.31329433899210457 0.53851874003189804 1608.5416359945079 1.9500000000000002 1.7435000000000003 1.6050000000000002 0.030000000000000002 2.0050000000000003 1.1833333333333336 0.010050000000000002 4.0500000000000007 -0.47349999999999992 3.9800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 25 -5 19 7 -7 9 13 18 -12 20 14 -2 -15 17 -14 -11 23 26 -22 -18 -1 -21 -4 -10
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leaf_weight=37.622251808643341 212.83716174960136 4.1330015435814884 2.2804869487881669 3.1223320662975311 4.3192930072546005 3.2686926275491697 2.6042333096265793 3.5713691525161266 2.3711779341101638 53.443560734391212 430.22832936793566 19.928017437458038 42.885260112583637 93.073953311890364 957.37268066033721 426.09118213877082 3.1587925925850859 11.454546727240084 3.7269435524940482 2.5474321544170371 112.00335097685456 301.44807182624936 2.4575166329741478 3.048616185784339 11.434932038187979 4.9143616035580608 1.9506862945854662
leaf_count=179 1065 21 13 17 26 16 14 19 17 228 2104 93 269 575 5201 3086 22 88 16 16 754 2077 16 15 73 31 29
internal_value=-0.000123099 0.00393264 -0.00485038 0.00094689 -0.00974508 0.00650455 -0.00393287 -0.0110717 -0.000248766 -0.000553209 -0.00242722 -0.00154188 0.00115113 9.56666e-06 -0.000647127 0.00148977 -0.00421755 -0.00254802 -0.00939832 0.00830818 0.00192161 0.00176082 -0.0203707 0.00568013 0.0159524 0.0120056 0.0173035
internal_weight=2757.3 82.867 18.7695 14.6365 7.44163 64.0975 9.4443 6.84006 2674.43 2196.7 507.327 450.156 477.729 1689.37 1170.21 519.165 59.9561 54.3398 57.1705 54.6532 417.773 413.451 5.61631 40.6709 13.9824 7.19485 4.32186
internal_count=16080 440 108 87 43 332 49 35 15640 12368 2441 2197 3272 9927 6266 3661 395 357 244 283 2877 2831 38 194 89 44 46
is_linear=0
shrinkage=0.0149824
Tree=345
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split_feature=14 117 6 11 137 24 90 27 125 39 97 121 39 108 120 142 130 26 95 3 135 19 0 80
split_gain=6.08721 8.18698 13.1608 5.59342 6.99982 6.12562 5.67385 4.99748 8.78379 15.8988 8.83813 9.04916 8.42239 7.13948 8.23735 12.8668 8.36021 7.89376 7.34691 6.96645 4.9756 4.68977 6.36343 2.23725
threshold=0.29166666666666669 1.0000000180025095e-35 1492.7448969254885 1.3095238095238098 23.150000000000002 0.30952380952380959 -0.22791666666666663 0.56816666666666682 2.2915000000000005 0.26975113996408306 4.5000000000000009 0.61250000000000016 0.33293509101910262 1.0000000180025095e-35 1.5280000000000002 2.3415000000000004 1.3165000000000002 0.30266666666666669 15.750000000000002 1524.4434249551925 0.18900000000000003 2.5000000000000004 1445.3610762117069 0.10467592153390461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=4.0788920670747748 4.2657181918621054 7.392645448446272 2.9171654060482961 7.0051218718290356 3.2931694760918608 24.094121426343918 18.206752687692646 15.913422491401432 2.9131192788481695 4.2088249921798706 55.085825119167566 149.14667174592614 88.746705692261457 869.34230820834637 41.809200186282396 6.3287562616169444 480.94734992086887 947.14338784664869 5.6912781447172156 2.7143110036849976 3.1973213329911232 2.6788563057780266 2.8474894016981125 6.9914736449718466
leaf_count=21 22 38 17 38 17 135 98 84 17 25 354 831 562 4676 249 34 3061 5671 35 19 17 14 14 31
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internal_weight=2756.96 82.703 12.5224 70.1806 34.3924 31.0992 35.7882 2674.26 318.729 9.83626 308.893 165.06 143.833 2355.53 1398.43 875.671 522.757 957.1 952.835 6.92314 10.59 8.44351 5.76465 25.1982
internal_count=16080 440 66 374 190 173 184 15640 1892 61 1831 915 916 13748 8020 4710 3310 5728 5706 44 55 45 31 129
is_linear=0
shrinkage=0.0149824
Tree=346
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split_feature=14 117 1 104 37 28 95 48 95 121 16 9 55 11 106 101 98 44 48 48
split_gain=5.91715 7.9507 17.2346 7.05131 6.28777 6.12592 5.00224 4.88378 4.72671 4.62533 6.74485 13.6334 4.31409 7.96506 5.74571 3.75153 2.86207 2.81059 0.830209 0.44568
threshold=0.29166666666666669 1.0000000180025095e-35 1498.5595640433778 0.43850000000000006 0.41227939801621305 2.7321428571428577 21.750000000000004 1.5050000000000001 -1.0000000180025095e-35 0.41450000000000004 1.0000000180025095e-35 0.30952380952380959 1.6150000000000004 1.8619047619047622 0.68150000000000011 2.1000000000000005 0.63397129186602885 5.7950000000000008 1.8550000000000002 2.1050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 9 -3 -4 10 11 -2 14 -14 -11 -12 17 -5 -18 -8
right_child=6 3 8 16 5 -7 19 -9 -10 12 15 -13 13 -15 -16 -17 18 -19 -20 -21
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leaf_count=27 30 120 20 20 21 56 21 87 19 5020 127 62 4768 937 4642 18 41 15 14 15
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is_linear=0
shrinkage=0.0149824
Tree=347
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num_cat=0
split_feature=102 81 98 99 137 53 37 37 52 102 92 86 40 44 149 50 86 26 26 86 8 9 26 123 3 35
split_gain=5.38904 7.98608 9.26816 12.2127 6.27604 10.9085 13.3542 6.16726 5.47509 5.25793 8.46058 9.44579 8.14682 7.28954 8.6145 6.8803 5.76427 7.99874 7.30927 6.49187 6.48891 3.86952 3.39659 3.25352 3.18026 0.386052
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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shrinkage=0.0149824
Tree=348
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split_gain=5.65656 8.03303 9.35725 7.5364 10.9027 5.678 7.93852 9.29244 4.95813 7.66344 7.63863 7.98887 6.23302 6.08814 7.26651 5.43791 4.65161 9.1325 6.55658 4.33154 6.18497 3.8266 3.32397 2.74299 2.57152 0.504343
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
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Tree=349
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split_gain=5.50065 7.75998 10.5786 6.71516 6.63797 5.96531 5.11994 8.88137 4.88319 4.80011 11.8932 15.0654 6.74859 6.65882 5.45486 4.14277 3.85158 3.81751 1.33797 0.520659
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leaf_weight=2.6447401493787766 1933.4558203443885 6.3388619273900968 3.0574372336268425 3.3330945372581482 2.8659723624587041 2.6098228171467781 13.973934840410946 4.7072156667709351 3.0281376875936976 8.1642326489090902 2.8628369793295851 12.701865032315252 696.51006538420916 4.6801539286971083 9.6267698407173139 2.9292910508811474 36.15349705517292 3.5393640697002393 2.2549647316336632 1.5513245426118372
leaf_count=15 10334 32 15 18 14 13 85 21 21 61 18 90 4915 36 126 18 191 18 24 15
internal_value=-0.000113931 0.00370469 -0.00712681 -0.0206449 0.00566222 -0.00682226 0.00737756 -0.00185591 -0.000231214 -0.000257724 0.000787504 -0.0121668 0.00107364 -0.000643779 -0.000696084 0.00225684 0.00941225 0.00684254 0.014011 0.0152267
internal_weight=2756.99 82.1532 12.5746 6.39053 69.5786 8.40509 61.1735 11.0461 2674.84 2670.26 720.239 15.5647 704.674 1950.02 1943.08 5.53911 50.1274 6.1841 6.93512 4.57946
internal_count=16080 440 66 33 374 45 329 53 15640 15604 5084 108 4976 10520 10460 31 276 33 60 36
is_linear=0
shrinkage=0.0149824
Tree=350
num_leaves=25
num_cat=0
split_feature=131 121 106 105 144 55 95 99 46 55 133 99 125 108 145 111 46 148 56 80 46 48 31 65
split_gain=8.93418 6.20801 8.09299 7.69687 9.11445 8.33265 6.80444 6.19365 7.50893 11.2805 7.61471 6.07076 7.53567 6.99441 6.00772 5.96596 6.28587 6.13369 10.8659 7.83234 5.58634 9.68317 2.12997 0.0233276
threshold=1.4365000000000003 1.8450000000000002 0.76350000000000018 0.66150000000000009 0.012150000000000003 1.655 -9.7499999999999964 0.13392857142857142 4.535000000000001 1.5650000000000002 0.41450000000000004 0.37980769230769235 1.7750000000000001 1.5000000000000002 0.18005000000000002 30.150000000000002 4.9050000000000011 0.28102765672619562 1.9450000000000001 0.092914111934075616 5.1750000000000007 2.4350000000000005 0.11077027948193592 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -3 23 8 10 -10 -1 12 -9 -13 -8 16 17 19 -19 -2 22 -22 -18 -4
right_child=15 2 6 4 -6 -7 14 11 9 -11 -12 13 -14 -15 -16 -17 20 18 -20 -21 21 -23 -24 -25
leaf_value=-0.018468073406201536 0.0012365550813913256 -0.00054023169990415748 0.018107954694018921 -0.017385292963639991 0.012943501790881553 -0.01217699600376479 -0.014909815808008724 0.0075888061457923244 0.010236704165507218 -0.032776293097484817 -0.0018348343340231729 0.00046018264998901943 -0.0045663714760662034 -0.0015510878943977985 0.0026471804052071238 -0.019887902970182489 -0.00073669044249315629 0.0080533842100059608 -0.019473090871796592 -0.0046743300858734784 -0.022447931932003555 0.0067115831521898876 0.017653368884902071 0.0202327780518596
leaf_weight=6.4629571065306655 573.62421774119139 50.589478868991137 2.4836272299289694 19.375992909073833 2.5126640275120726 19.00059887394309 5.2517008855938938 45.56936376541853 1.998485393822192 4.3426206484436989 140.21023155748844 1050.9293225370347 15.290362436324356 615.40434442833066 26.204396676272154 2.9539138451218596 1.6141004860401142 46.769857317209244 3.4569634050130835 55.159729093313217 2.9090018868446377 21.085145685821772 11.388870254158972 2.1834942847490311
leaf_count=36 3704 346 19 111 16 91 34 255 16 31 912 5633 91 3558 159 17 13 235 20 269 20 199 93 12
internal_value=-7.26493e-05 -0.000585836 -0.00378378 -0.00615482 -0.0139037 -0.00371749 0.00222068 -0.000368805 -0.00325786 -0.0192202 -0.00256776 -0.00011286 0.00453495 -0.000282613 -0.000284028 0.0013605 0.00144816 0.00112048 0.00615881 0.000718026 0.0074621 0.00317632 0.0153706 0.0191022
internal_weight=2726.77 2007.81 127.602 91.4787 21.8887 69.5901 36.1232 1880.21 153.014 6.34111 146.673 1727.19 60.8597 1666.33 31.4561 718.962 716.008 679.011 50.2268 628.784 36.9971 23.9941 13.003 4.66712
internal_count=15890 11320 788 564 127 437 224 10532 995 47 948 9537 346 9191 193 4570 4553 4228 255 3973 325 219 106 31
is_linear=0
shrinkage=0.0149824
end of trees
feature_importances:
Column_86=402
Column_26=170
Column_27=151
Column_30=137
Column_3=134
Column_41=132
Column_28=131
Column_136=131
Column_31=130
Column_141=128
Column_90=125
Column_145=121
Column_144=117
Column_6=116
Column_92=114
Column_35=112
Column_4=111
Column_49=111
Column_89=108
Column_111=107
Column_93=105
Column_102=102
Column_98=101
Column_85=100
Column_126=98
Column_143=97
Column_1=96
Column_91=96
Column_29=94
Column_131=94
Column_130=93
Column_137=93
Column_11=92
Column_96=92
Column_53=91
Column_9=88
Column_79=88
Column_133=88
Column_47=87
Column_135=87
Column_149=86
Column_110=85
Column_80=84
Column_38=83
Column_56=80
Column_142=80
Column_8=79
Column_55=79
Column_10=78
Column_5=76
Column_120=76
Column_123=76
Column_7=74
Column_52=74
Column_104=74
Column_121=74
Column_122=74
Column_34=73
Column_51=71
Column_134=71
Column_0=70
Column_23=70
Column_36=70
Column_37=70
Column_147=69
Column_94=68
Column_99=67
Column_132=66
Column_39=65
Column_103=65
Column_54=64
Column_114=64
Column_48=60
Column_46=59
Column_40=58
Column_45=58
Column_50=57
Column_119=55
Column_148=55
Column_127=54
Column_2=53
Column_105=51
Column_44=49
Column_95=48
Column_138=47
Column_106=46
Column_42=44
Column_146=44
Column_100=42
Column_101=41
Column_150=37
Column_84=36
Column_125=36
Column_78=35
Column_115=35
Column_24=30
Column_107=30
Column_118=30
Column_19=29
Column_77=28
Column_14=27
Column_124=26
Column_15=25
Column_16=25
Column_109=25
Column_117=25
Column_12=24
Column_18=24
Column_22=24
Column_112=23
Column_108=22
Column_97=21
Column_20=18
Column_128=17
Column_13=16
Column_113=16
Column_116=16
Column_43=15
Column_17=13
Column_21=13
Column_25=13
Column_140=11
Column_151=9
Column_81=8
Column_129=8
Column_63=6
Column_139=5
Column_65=3
Column_32=2
Column_33=1
Column_64=1
Column_68=1
Column_72=1
Column_73=1
Column_74=1
parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1500]
[learning_rate: 0.0149824]
[num_leaves: 31]
[num_threads: 4]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 5]
[min_data_in_leaf: 14]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.774602]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 7]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.535942]
[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: 8.50081e-07]
[lambda_l2: 2.53648e-05]
[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: 1]
[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
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