tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=17 objective=binary sigmoid:1 feature_names=log_amt amt hour dow is_night age geo_km log_city_pop mins_since_last tx_24h amt_24h tx_1h amt_over_p95 amt_to_p95 cat_fraud_rate category gender state feature_infos=[0.69314718055994529:10.186601205632908] [1:26544.119999999999] [0:23] [0:6] [0:1] [13.921971252566735:95.622176591375776] [0.13700378013798922:147.77387391598535] [3.1780538303479458:14.882529319073898] [0:99999] [0:32] [0:29665.810000000001] [0:6] [0:1] [0.0019098876758578977:50.69628765449314] [0.0015486905995645036:0.017561485703740914] -1:2:6:4:12:7:11:0:1:10:5:9:8:3:13 -1:0:1 -1:43:34:38:4:22:35:1:14:24:9:23:48:27:2:45:17:40:12:49:15:20:10:36:25:29:16:50:47:31:18:37:21:42:28:41:5:32:3:19:46:26:44:30:6:13:33:7:0:39 tree_sizes=6796 6930 6928 6989 6956 7067 7017 6929 6996 6963 7031 6939 6977 6982 7035 6968 6959 7034 7022 7007 7038 7100 7075 7018 7005 7113 7092 7117 7129 7157 6972 7064 6978 7028 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13 0 9 2 17 13 5 9 8 13 13 0 2 7 0 17 9 0 9 8 9 13 2 17 8 8 13 8 8 9 5 9 13 split_gain=4.5086e+07 7.48285e+06 5.40001e+06 4.79432e+06 1.23588e+06 1.02347e+06 951112 371002 355894 239575 1.14307e+06 416580 220299 189817 176247 151743 130203 125598 124942 113179 145526 111992 86895.6 84199.5 90682.2 100821 51854.7 49635.1 49301.7 48493.3 91665.5 67484.7 43347 35929.3 27624.8 24281.3 23285.1 21250.8 21711.9 18943.8 17853.6 82707.8 17339.7 16223.1 15614.8 15582.1 14700.6 14269.9 13986.1 12214.2 22509.5 11540.4 9753.96 8949.51 15576.3 12851.9 8717.5 8616.7 7801.18 7784.78 7312.58 6911.53 6256.32 threshold=1.1940955171928664 1.0000000180025095e-35 0 3.2548219330290467 1 1.9365807938602628 4.6491392222254433 0.37110653892818529 3.8752552758543986 3.2548219330290467 2 0.12065923566147994 5.0273940773739687 3 1.0948751562994941 3.9951685822808174 48.480492813141687 50.858333333333341 331.22500000000008 0.079203568246273795 0.040919332613594823 0.71742062797342487 4 2.0738004642612666 0.032920234907273589 0.019177895887241576 0.069249060219370134 3.3284474452333592 1287.3833333333334 5 0.74959462232800911 4.9411065641389849 2.5000000000000004 21.500000000000004 6 0.11057812933649466 56.694045174537997 1.5000000000000002 29.208333333333336 0.15030218264050804 0.18026246370343954 3.907512844904955 21.500000000000004 8.8049098626709146 5.4362297675703219 7 1.0000000180025095e-35 4.5786721933638317 2.5000000000000004 526.89166666666677 3.5000000000000004 0.013909473059321517 21.500000000000004 8 628.42500000000007 914.94166666666672 0.15910999251196414 228.7416666666667 116.42500000000003 1.5000000000000002 22.114989733059552 3.5000000000000004 1.0370265261182874 decision_type=2 2 1 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 9 14 5 44 17 7 8 27 10 60 22 21 16 -3 33 18 42 34 20 51 -8 23 53 25 49 -22 48 56 30 40 32 -32 -10 39 -26 43 -27 -39 -13 41 -11 -4 -34 -2 59 -23 -9 -5 -25 -51 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48.5889 18.588 247.725 49.4325 27.0346 22.2854 4162.41 39.7303 116.897 358.288 15.4209 42.9639 16.5695 190.193 12.0746 191.216 28.186 10.9577 58.4545 11.0444 14.791 12.6251 75.5905 13.0224 113.714 internal_count=933868 908081 241407 121480 25787 31151 90329 82275 20793 666674 256169 254530 8054 23882 119927 5185 13478 11609 7628 19542 10778 5341 230648 57310 24907 11560 5360 15608 2642 410505 46859 5532 2614 3082 4986 13347 1556 4809 3797 1338 41327 7358 1775 1124 16551 5850 4176 61482 1473 6751 2184 5418 894 32403 4194 1213 2089 1228 681 1160 1639 1741 3796 cat_boundaries=0 1 2 3 4 5 6 8 10 12 cat_threshold=6481 6993 12 1184 8832 514 6307840 74836 262672 32840 1040 4 is_linear=0 shrinkage=1 Tree=1 num_leaves=64 num_cat=7 split_feature=10 14 1 2 8 2 2 2 8 1 1 1 8 5 6 10 9 1 8 10 17 12 14 5 10 9 17 5 17 1 14 17 14 5 9 1 10 9 17 9 5 2 2 7 8 8 10 7 9 10 8 17 7 16 8 14 6 1 10 1 8 6 6 split_gain=68077.9 24871.9 17680.5 8996.2 8767.58 7893.24 14086.5 5585.35 5080.74 6664.83 13672 4991.98 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31 32 cat_threshold=287 137578013 393354 2976957473 257124 4127436972 77121 699089925 185219 14356 606 135266328 262146 155468800 135680 165938690 135688 2353012968 431120 1994737168 48404 2325 16777216 4 2164789317 131592 3145736 131208 1196041 131080 5289 131588 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=64 num_cat=20 split_feature=15 7 2 15 17 17 2 17 13 15 17 13 0 13 0 13 15 4 17 0 0 13 8 17 17 2 0 13 16 17 14 7 8 8 8 17 8 14 17 7 17 4 13 0 0 2 8 6 13 8 7 8 17 6 13 15 17 4 13 17 0 14 0 split_gain=457.395 252.005 314.176 295.467 271.899 271.623 253.291 209.066 201.334 195.342 189.347 184.837 207.469 410.62 182.309 766.638 457.145 298.317 188.896 167.366 791.821 162.215 152.909 126.125 109.921 103.828 185.421 150.175 121.274 172.969 126.491 122.536 103.472 96.5774 302.678 140.306 103.181 126.896 92.1723 85.7867 83.1001 82.4773 105.944 87.0576 131.027 80.8964 78.937 78.3868 75.3051 74.669 73.5396 71.548 78.1822 69.4713 67.5018 62.0354 61.0132 58.799 75.434 80.8074 57.4226 56.4748 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11431 63315 41612 2618 4381 19536 26752 6558 1870 1814 4622 9292 26828 cat_boundaries=0 1 2 4 6 8 9 11 12 14 16 18 19 21 23 25 27 29 30 32 34 cat_threshold=20 5281 2684375770 140751 262154 2052 106398227 509298 1153 67248232 36897 512 1627455508 263886 3238641792 263872 536871940 640 1 2558530624 12301 5406721 279874 151543840 12300 4390912 393474 2762015744 16672 8712 1082667048 2048 1024 65540 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=64 num_cat=13 split_feature=9 11 17 17 0 13 14 7 13 14 17 14 13 13 0 14 17 13 17 4 13 14 13 13 4 13 7 17 8 13 0 9 8 17 8 9 17 14 14 4 13 13 8 17 9 13 14 14 8 16 7 8 7 0 8 17 13 17 17 0 14 13 13 split_gain=329.328 314.698 277.785 154.132 172.93 658.245 175.611 151.675 152.164 251.788 301.239 210.867 250.534 275.822 190.006 148.828 139.069 134.669 132.712 118.637 117.713 122.98 445.882 113.171 105.421 171.355 144.292 102.139 128.574 97.6176 97.29 88.8945 88.3291 90.2925 84.3503 96.146 93.8551 93.8891 80.9312 90.9907 76.8379 103.82 79.8974 75.4851 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num_cat=8 split_feature=10 9 8 2 8 10 0 15 0 2 15 0 0 8 15 16 15 0 14 2 8 6 0 10 2 16 2 0 0 10 8 0 0 8 0 10 10 8 8 0 16 8 2 6 8 8 10 2 15 0 2 6 3 10 8 0 6 10 3 11 2 6 8 split_gain=53.1135 61.4052 45.247 59.311 120.122 48.5191 38.5724 106.111 51.8203 70.496 98.3896 120.633 107.931 51.3347 48.5842 79.2773 44.4126 44.1649 53.859 41.6514 41.5053 35.4761 37.1444 43.8744 32.7738 48.3695 111.101 30.9349 39.1175 35.4114 34.6284 30.5107 69.983 30.0476 29.2674 29.1996 27.7124 29.4587 79.9875 29.2288 27.6716 27.413 28.2871 26.9619 26.8523 73.6873 25.9772 25.3403 25.0919 46.0841 24.6776 24.5211 29.6594 28.9421 32.0028 28.8455 34.1143 43.6037 25.0213 24.0052 23.523 23.4948 22.9577 threshold=2019.4650000000004 5.5000000000000009 13.891666666666667 11.500000000000002 498.19166666666672 727.47500000000014 2.6521850061379668 0 2.9357168059086396 21.500000000000004 1 6.4790087495551383 5.5026246133397185 1160.4000000000003 2 3 4 5.6013805301289263 0.0024511915117090585 6.5000000000000009 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shrinkage=0.05 Tree=128 num_leaves=64 num_cat=12 split_feature=13 7 10 17 9 2 10 17 9 2 6 11 8 2 10 9 8 10 17 10 10 17 2 8 2 8 2 17 17 13 2 5 4 17 6 3 6 6 8 17 10 10 8 10 17 13 17 0 7 13 8 8 17 6 6 6 10 10 5 7 17 4 8 split_gain=58.5095 60.7621 52.026 58.1744 40.0607 49.966 40.1575 39.8345 37.5222 43.9501 35.7992 32.3788 36.1673 33.3246 32.9305 39.4076 41.9404 30.4699 30.3051 30.5941 30.2077 48.9302 54.4902 42.0656 59.3099 42.9743 73.3656 69.1066 47.2844 45.839 38.3058 37.8026 31.8232 31.3085 29.3643 28.8493 28.1831 27.3956 27.2487 26.0218 25.3194 24.5155 23.8491 28.2055 23.0882 23.0434 33.8559 24.7782 22.709 22.3504 22.7837 22.3496 22.3218 28.0722 25.1444 22.1513 21.024 19.6349 19.5851 39.9552 33.449 19.3257 18.8803 threshold=0.016581804437650591 7.6475467557011223 2019.4650000000004 0 5.5000000000000009 5.5000000000000009 888.14999999999998 1 8.5000000000000018 6.5000000000000009 113.32242698071811 1.5000000000000002 1053.6916666666668 17.500000000000004 9.6350000000000033 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shrinkage=0.05 Tree=314 num_leaves=64 num_cat=4 split_feature=10 15 2 10 4 5 13 7 2 0 13 10 15 5 10 7 2 5 8 10 8 5 7 8 2 2 8 15 8 5 4 13 2 8 9 5 10 7 7 13 9 10 15 8 7 2 9 0 0 5 10 2 13 7 0 9 7 13 0 7 7 13 5 split_gain=4.05771 7.08395 5.4795 10.3638 6.87286 6.20497 10.6701 6.80728 6.11345 10.1967 7.66971 6.79795 5.91868 13.7424 8.58124 5.96465 5.29359 5.57326 5.04605 4.50199 5.5235 4.33431 5.71822 6.76751 11.6358 6.24014 5.6485 8.55959 8.01872 12.0735 7.52503 9.19839 7.28635 6.57715 7.15524 6.06402 6.02735 5.34848 6.79469 5.21092 4.3368 5.97681 4.76041 5.63362 4.74963 4.29396 4.17017 4.08737 5.84402 4.03764 3.96365 3.95958 4.23634 3.94892 3.93283 5.55456 7.94528 5.72849 5.60181 5.27874 4.77175 3.792 8.70897 threshold=222.30500000000004 0 3.5000000000000004 50.265000000000008 1.0000000180025095e-35 48.825462012320337 2.4160179944614484 6.684610946417318 11.500000000000002 6.0711418033302946 0.13492600542118058 42.105000000000011 1 48.644763860369615 155.49500000000003 12.173816182210953 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42.0357 64.438 34.0603 30.3776 48.3362 34.3737 26.8583 164.312 18.1166 86.797 70.3853 15.6009 25.0909 17.4531 32.645 55.6873 39.3136 28.5162 15.7167 14.3786 internal_count=933546 400747 201620 107664 199127 14715 13234 93956 93749 93179 373 532799 380799 274152 106647 174172 150188 81300 59254 106039 68888 58934 152000 148696 135634 125373 3304 184412 31620 121692 48617 29966 49451 23984 8058 2316 15926 5211 18651 152792 70504 59743 29923 29820 73075 45203 27872 10761 22046 236 10715 12663 1243 587 17520 22833 9803 4621 2839 2247 2060 1786 26384 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=28 1 9032 2 1 2 is_linear=0 shrinkage=0.05 Tree=332 num_leaves=64 num_cat=11 split_feature=13 17 13 17 15 7 5 5 10 7 7 17 4 13 15 7 5 5 15 13 2 17 0 0 7 17 9 17 5 2 17 13 2 10 7 7 3 5 7 7 5 8 17 8 0 10 7 4 8 5 5 7 3 7 2 7 5 7 7 7 5 5 7 split_gain=6.90523 8.36728 7.84421 6.02963 9.22915 5.57444 8.92897 5.83539 4.99036 4.68955 3.55808 3.09186 5.98073 2.82424 5.8436 13.9186 7.20482 7.0529 5.61984 9.44819 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0 5 0 10 5 10 split_gain=3.07092 3.22032 9.45695 3.03048 4.17047 2.69412 2.5184 2.18505 4.01127 2.68996 2.53088 3.31558 4.76259 3.52324 3.36591 4.02617 3.3934 3.11834 3.17241 2.89771 2.86719 6.32035 8.20358 3.75106 3.68149 3.78874 3.29898 3.2876 6.12676 4.85542 3.76357 6.45722 4.13042 3.39775 3.72521 4.33118 2.91459 3.86817 4.05218 2.62417 7.01782 2.6221 3.13638 3.45758 4.84669 6.98198 2.67889 2.58916 5.22 3.73618 2.51043 2.65641 2.4532 2.40222 2.30192 2.29926 2.27743 2.22215 2.14313 2.11802 2.10621 2.04295 1.92964 threshold=0 5.2821117618783093 3.2548219330290467 2.8693183084589067 50.739219712525674 325.96500000000009 104.65500000000002 1073.1250000000002 1.5000000000000002 745.26499999999999 1483.5050000000003 1.5000000000000002 211.68500000000003 1041.7750000000003 1 38.396988364134167 108.69164039814866 46.924144981994942 41.978097193702951 732.87500000000011 49.02532511978098 1.0000000180025095e-35 285.35833333333341 9.9750000000000014 7.3172121879047367 534.37500000000011 10.026427982722737 519.70833333333348 45.58658453114306 10.916110514453001 37.805612594113633 35.859000684462707 66.225000000000009 180.3416666666667 28.562628336755647 8.4170386154472396 9.9882463828577581 1.0000000180025095e-35 26.47912388774812 322.52500000000003 471.92500000000007 2 1159.325 1.5000000000000002 87.245000000000019 24.71594798083505 280.46500000000009 3.1749239155013571 3 10.479335212795965 9.5000000000000018 2.035358815795473 1.0000000180025095e-35 7.6736812129941931 36.084123780502765 4.5000000000000009 50.393106715335655 6.8388177455297141 41.148528405201922 2.3827815285122003 339.80500000000001 24.138261464750176 693.8850000000001 decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 -6 10 9 59 11 12 14 19 16 -16 56 18 57 -14 27 22 -22 -23 -25 26 55 30 41 -30 31 33 -32 36 35 -35 37 38 -13 -36 -41 46 43 58 -45 -46 -29 50 -49 -50 51 53 -10 -19 -54 -26 -2 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10.134165787590169 17.486874015108544 4.6537727440451127 9.1521852791591396 4.7253887293686381 25.258722342021088 24.72844467848968 16.207190315356755 7.220327807211155 6.2200176964627358 7.6662155000144692 6.5977303862901007 4.6215255530770136 5.0856379325513776 7.0386884266704888 127.83174373419862 11.965908298502203 25.234771600556137 6.2902447670501163 5.2585860035845213 43.682941474335308 15.782296921543738 6.0838580239431623 8.3852248517954564 9.1295845878865496 5.4619229189062599 4.0064728539509487 3.7662400509828311 13.460818793686141 17.456353277592438 61.169673861425423 11.411952287964452 3.7068226946876157 5.972810097524003 85.473616007270039 2.1647967520299067 2.1465418695591358 34.410813957116716 2.3217796451217372 19.727880564411617 2.448419719701632 5.2585790508449213 124.39820150033681 2.715786929941006 13.897867889520418 9.4925811387622883 leaf_count=17813 5189 11164 234285 5141 1479 596 1281 27329 9804 112 863 6974 1648 80 13347 27374 3370 307 801 692 65366 1405 46997 20909 7028 5098 5217 15297 5678 1383 7222 13955 106730 11484 18358 13280 9717 54618 9484 10938 2426 5703 178 3215 1437 9877 4640 3184 1182 420 1118 1070 218 538 1799 1706 15911 60 1256 52359 1886 21184 1206 internal_value=0.00153636 0.00811062 -0.000515079 0.0116171 0.00256651 0.0105447 -0.00216207 0.000461065 0.00517298 0.000388812 -0.000737247 -0.00255454 0.00648946 0.0209449 -0.00281136 -0.0119613 0.00847252 0.0037506 -0.00836082 0.025759 -0.00419064 -0.0111388 0.00334588 -0.0205786 -0.023999 -0.0109493 -0.000544058 -0.00196044 -0.0107355 -0.038343 0.000619478 -0.00483918 0.00658279 -0.00173694 0.00715963 -0.00980287 -0.00813149 -0.00220925 0.0146715 0.0151832 -0.00175088 -0.00369329 -0.0109858 -0.0164125 -0.0272414 -0.0369384 0.00807634 0.0065244 -0.000504575 -0.0180103 0.0114795 0.0135213 0.0158844 -0.00621178 0.0226766 0.00923046 0.0181072 -0.0194798 0.00247234 0.0020001 -0.0125663 -0.0228939 0.0146885 internal_weight=1094.23 138.012 56.8469 42.2916 32.28 28.0995 17.7227 956.22 191.293 135.814 764.927 545.99 81.3691 29.4062 51.963 26.8217 25.1412 218.937 38.9214 27.698 464.621 108.042 43.9035 64.1389 59.4135 34.6851 27.4648 356.578 77.4254 11.2193 279.153 146.235 132.917 139.197 57.96 18.2562 81.2366 62.0801 18.3972 39.7039 14.4691 66.2062 41.0836 35.6217 21.2335 17.2271 25.1226 180.016 76.2884 15.1188 103.727 97.7543 55.4791 12.2807 36.5756 21.2448 22.529 21.4345 14.3882 132.922 5.03757 19.1565 34.7513 internal_count=932386 271759 260595 26310 8497 3356 2760 660627 91621 79800 569006 559463 67611 2420 65191 40721 24470 9543 1724 2340 491852 156818 113569 43249 41844 20935 15837 335034 48664 7061 286370 172418 113952 158463 56486 24764 101977 71076 16458 31722 13364 41603 21666 21488 14529 11314 19937 7819 4786 1602 3033 1915 11821 845 2017 10620 21100 923 6959 79688 3592 30901 48203 cat_boundaries=0 1 2 3 4 cat_threshold=84 928 2 7427 is_linear=0 shrinkage=0.05 Tree=390 num_leaves=64 num_cat=6 split_feature=10 9 13 0 15 13 13 13 5 8 9 8 10 8 10 15 5 7 6 15 5 8 8 8 5 10 6 5 6 7 13 10 13 8 4 5 10 6 15 15 7 7 5 7 5 7 7 0 7 5 13 10 7 0 15 5 5 5 7 6 6 5 13 split_gain=2.39588 5.32007 3.53578 3.94044 5.83194 10.0378 4.95188 7.83466 4.68671 3.55928 3.52331 5.85846 4.8867 3.71284 5.04841 4.01269 3.52035 3.07767 2.90489 4.56939 8.26894 2.70558 2.60539 3.31354 3.49832 2.84489 4.23327 4.43731 3.81112 3.65383 3.635 2.57387 2.63231 2.54194 2.45596 2.8397 2.32772 2.80156 6.11908 4.90445 3.72901 5.01592 3.30016 2.95334 3.10963 2.36716 2.28578 2.79727 2.27579 2.2349 4.40561 2.1307 3.4249 2.05928 2.43554 3.41439 2.57449 2.47309 2.39893 3.30747 3.26307 2.1016 2.09914 threshold=1244.1050000000002 2.5000000000000004 1.9905567554314627 3.1482387222339523 0 0.665431516025356 0.36703312045084452 1.6674420883768328 26.106776180698155 91.391666666666694 2.5000000000000004 185.89166666666668 246.98500000000004 266.15833333333336 366.87500000000006 1 79.809719370294331 8.6279078808961902 62.676236627929207 2 28.732375085557841 844.05833333333351 1114.6083333333333 248.5916666666667 45.24709103353868 22.900000000000002 59.87679788801757 44.143737166324442 62.676236627929207 13.626151870826954 1.9905567554314627 956.48000000000013 0.12439557162922577 1287.3833333333334 1.0000000180025095e-35 22.501026694045176 131.00500000000002 67.548761604554585 3 4 6.4583333698469207 11.810757024240209 56.97330595482547 8.7779362505336689 62.848733744010964 8.3134841845223786 6.3578047195556193 3.907512844904955 7.7855120026274012 35.429158110882959 0.84490170700512579 2019.4650000000004 7.4662269016585538 2.9691315587992491 5 45.047227926078037 28.732375085557841 90.799452429842589 7.7148700859192392 79.993706427088895 63.074099661394321 32.165639972621499 0.034466072328725492 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=10 17 3 8 5 -5 46 -8 9 -3 12 18 22 -14 -15 33 -7 -2 -12 20 -20 -11 23 24 -1 28 -27 29 -25 -28 -29 32 -17 -16 -21 -36 48 38 42 43 -40 -42 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0.0162668 internal_weight=1057.57 291.242 272.796 233.421 93.0319 45.3382 47.6937 20.7489 140.389 18.927 766.324 364.885 401.438 127.441 86.3306 45.8593 40.3743 18.4461 151.505 111.379 51.2459 7.38044 273.997 119.83 48.4811 71.3493 42.7511 28.1644 28.5981 13.4509 14.7135 27.0279 18.6502 18.8315 60.1333 52.6444 213.38 188.402 65.7246 122.678 37.985 28.9482 27.7397 29.7526 17.4089 24.4277 26.9448 7.23095 24.9782 92.9251 55.961 19.7139 6.66984 154.167 117.473 37.8733 21.9211 15.9522 79.6001 48.499 26.8907 36.6934 33.1346 internal_count=933613 20196 19338 17796 11815 4633 7182 4557 5981 1012 913417 554158 359259 16520 11079 5315 1942 858 294055 199325 82210 367 342739 226374 69958 156416 122516 86730 33900 37878 48852 3327 3091 1988 117115 32046 260103 207032 77372 129660 44914 34139 32458 43110 28445 25479 2625 366 53071 86550 56944 2259 1718 116365 79343 46852 19881 26971 32491 15546 8041 37022 29649 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=4178 2860 14144 12441 8376 1199 is_linear=0 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54.6374 31.8582 14.8286 87.6074 77.9838 9.62361 11.7451 5.52587 79.909 72.0889 internal_count=933291 381493 551798 536475 77676 458799 336402 122397 56933 65464 35582 31731 29882 153589 85584 66795 66283 64998 63637 36871 16934 35151 30957 24675 62295 227904 227207 697 226963 124795 31833 6282 4948 1361 26063 17786 4583 92962 13139 10141 2998 79823 50619 31532 26766 25147 509 147534 147026 14633 18789 24934 102168 66572 35596 22136 188868 188205 663 512 4760 54270 53995 cat_boundaries=0 2 4 6 7 9 11 13 15 cat_threshold=555409614 344132 3556775457 145920 138478096 3113 1 18383040 262144 138412032 8 263200 256 537411586 81924 is_linear=0 shrinkage=0.05 Tree=437 num_leaves=64 num_cat=3 split_feature=15 8 8 2 8 8 5 9 5 8 8 13 8 10 13 15 5 13 14 0 13 13 14 14 2 5 13 3 13 14 5 5 5 0 14 11 8 0 8 10 8 13 13 8 2 10 2 10 10 3 3 5 2 5 16 5 2 5 2 2 14 5 10 split_gain=2.44146 2.28967 3.37607 3.365 5.61587 3.79749 3.3595 3.0815 2.50128 7.36339 2.68368 2.09904 2.31566 1.96402 1.95696 3.95282 3.09715 2.31873 3.1495 2.74491 3.89791 4.66803 3.97439 2.71326 2.64992 4.0931 5.41199 4.9181 2.95301 2.50177 2.64238 2.17292 2.01911 2.59075 1.91185 1.89491 2.75153 1.76578 2.88983 2.12862 1.65578 1.65346 1.65161 2.52336 1.53583 1.52367 1.52166 1.47948 1.58741 3.00961 1.4755 1.68633 1.42268 10.2737 3.47448 4.70615 12.6735 8.86693 8.26749 4.15556 3.50212 3.10804 1.40866 threshold=0 76.27500000000002 64.075000000000003 14.500000000000002 732.87500000000011 2068.8083333333338 25.033538672142374 4.5000000000000009 46.27926078028748 657.10833333333346 1348.7750000000003 1.6674420883768328 637.85833333333346 2820.7150000000006 1.9905567554314627 1 33.515400410677621 1.3610340291042984 0.010661495757055771 3.0612858768833142 0.6452580628303014 0.27516688681679391 0.0018826831337779503 0.003916239568119935 6.5000000000000009 44.882956878850109 0.15030218264050804 1.5000000000000002 0.14619439882489668 0.0016296146830116196 48.026009582477762 24.71594798083505 49.20876112251883 5.4362297675703219 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5.55015 19.7465 15.2183 48.4583 8.83056 39.6277 37.1699 55.5561 33.5769 21.9792 544.977 422.173 122.804 57.8662 53.9151 46.0856 20.6477 25.4379 414.239 252.655 161.584 87.2655 46.9428 40.3227 12.6509 74.318 52.8685 35.0671 39.0434 21.693 27.6718 21.4495 8.92901 14.919 13.9096 17.8014 7.82951 235.845 98.6124 66.7476 137.233 31.8648 15.8492 27.3934 12.2208 internal_count=934579 325910 224996 64647 56355 41049 21697 100914 83431 160349 91266 29699 61567 69083 37356 8292 17483 12684 5544 14490 24211 53446 2572 50874 45771 72159 37146 35013 608669 528875 79794 15053 7563 5998 3083 2915 509290 310754 198536 117203 77917 39286 28104 81333 75637 48301 59683 28697 11182 5696 3609 2566 16647 27336 1565 300225 159899 118631 140326 41268 14574 26509 13275 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=1 8481 3160 768 1 2247 is_linear=0 shrinkage=0.05 Tree=469 num_leaves=64 num_cat=14 split_feature=10 17 3 15 15 17 3 9 8 6 17 15 10 10 0 17 15 10 10 3 8 10 3 15 2 0 15 9 17 9 9 0 15 2 8 6 8 6 17 10 9 6 6 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15.500000000000002 871.40833333333342 251.94500000000002 48.825462012320337 1687.0400000000002 679.20000000000016 203.62500000000003 38.629705681040392 38.188911704312126 0.0030433500145696192 0.15477019932072436 2019.4650000000004 5.8289283162728127 979.62500000000011 153.83500000000004 117.03500000000001 46.27926078028748 5.3958334171246047 3.5000000000000004 28.562628336755647 64.905000000000015 12.558333333333335 8.7083333333333339 22.301163586584533 7.5000000000000009 25.770020533880906 0.16338940181951209 8.9668808989973225 11.055763360970056 109.94166666666668 830.28333333333342 0.017905577979158888 22.500000000000004 582.72500000000014 21.500000000000004 decision_type=9 2 2 2 2 2 2 2 2 9 2 9 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 -3 -4 5 51 7 12 11 10 18 23 14 21 46 -10 49 -15 39 -17 -20 -14 -9 24 26 -26 -8 28 32 31 -31 35 33 34 -1 36 -30 -33 -34 -7 -37 43 44 -11 53 -45 47 -6 -36 50 -13 -2 -53 -43 55 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4.2321774745682763 1.1487937106803645 2.9320001373790552 31.348737893993274 6.6977962140013663 7.8656433904326155 9.738255106969218 2.422845978509903 1.951343138474839 4.8976706143567643 4.0776565992623546 11.715618990086492 11.54335213159561 25.347165337311214 15.99343621922252 11.999092730224174 11.648311623674726 4.2797902463320083 24.497179518580246 13.631011905385519 2.093214798592169 3.5848171765020629 3.1505034773804121 3.7851644048404038 4.6211703334556082 13.345671899667998 3.8178673245330526 4.4772354782327133 4.7117404302882013 8.7935923931861648 53.062317764996699 16.497010134608999 20.561692112759108 21.621372904048428 3.43104253711381 3.0006612756299518 17.827389342995772 4.9601915146872129 2.9498072949554883 7.8086805169294893 7.6085573376029823 2.7940826627014799 8.9776186182031044 11.841371083314128 44.647834430854516 10.85430396247539 2.7012010219868321 17.862248687452482 leaf_count=52731 10944 296 219 503 2819 55343 564 13147 5101 40849 30473 590 11949 11383 11570 2887 33 2604 72289 4072 22235 17837 5559 195 1227 120 1482 22222 46866 16566 997 21830 309 11763 33793 2108 952 281 738 240 24465 3231 3136 7989 16517 69936 26789 24424 61598 369 260 90743 28253 13639 9168 1978 2223 4095 493 3759 1283 520 1306 internal_value=-1.78473e-05 -0.00459388 0.00915786 -0.00193144 0.00199613 -0.00202863 0.00416664 -0.000915305 0.00904147 0.00146927 -0.00515061 0.0114976 0.00110388 0.00604634 -0.00490379 -0.00513779 0.0140141 -0.000601592 -0.00119276 -0.0123631 0.00436495 0.014795 -0.0271879 -0.00229003 0.00178517 -0.0115379 0.00946319 -0.00683798 -0.00796905 -0.0128599 -0.00140371 -0.017748 -0.0026421 0.000209841 -0.00596781 -0.0230756 -0.0122034 1.90927e-05 -0.0199742 -0.0119906 -0.0354802 0.00656687 -0.00272153 0.0105841 0.00857499 0.0129153 -0.0116209 -0.00352726 -0.0121803 0.0161073 0.000227164 -0.0190405 -0.0221714 -0.00646186 -0.00969876 0.000276239 0.0082851 0.0176747 0.0108975 0.0233179 0.00376625 0.00935198 0.0135091 internal_weight=707.331 210.268 24.466 15.9456 497.063 171.038 326.025 161.61 164.415 145.657 64.553 140.945 154.524 83.7167 70.8071 23.4693 111.931 46.2883 56.4194 10.93 39.2144 37.4284 7.08605 29.0145 27.0632 8.97533 18.0878 185.802 174.259 87.1622 27.9925 59.1697 87.0968 79.0319 54.5347 44.3709 28.932 14.7988 8.06495 17.2051 15.4389 81.104 20.0385 61.0655 15.5613 57.7741 41.645 25.148 35.2524 110.782 10.4664 25.3811 22.7876 6.76767 21.1433 13.3346 10.4026 100.316 52.2367 48.0789 40.3954 29.5411 26.8399 internal_count=933860 298237 1018 722 635623 465817 169806 141450 28356 335877 180580 16296 122744 57142 65602 12060 12708 27356 150107 6959 94524 29786 18706 3588 3393 1347 2046 297219 274997 114065 17563 96502 160932 159885 148122 74391 47818 22111 1047 55583 26573 155297 36523 118774 33387 77925 54032 27243 95391 12675 850 129940 118996 16870 15973 6805 4201 11825 7697 4128 7204 5921 5401 cat_boundaries=0 2 4 6 8 10 cat_threshold=955331749 119296 3339075586 134424 32840 393348 16908304 11591 16925194 394354 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0.002269209042095367 7.2622773547243797 0.18472870427141205 512.75833333333344 514.86500000000012 6.5000000000000009 2820.7150000000006 5 0.086358321153552228 2.3827815285122003 1483.5050000000003 3.6916666666666669 6 5.4847883247493394 886.27500000000009 0.10055929459390818 2.3537532667277241 2019.4650000000004 7.03922194562531 1244.1050000000002 1287.3833333333334 3.5000000000000004 979.62500000000011 5.7445929490437448 0.90311248005999833 288.98500000000007 3.5000000000000004 205.60500000000005 7.4250000000000016 2.1108188939397388 15.500000000000002 27.725000000000005 526.89166666666677 397.29000000000002 8.7327009409377094 7.1846188063615601 3.5000000000000004 647.44166666666672 0.14619439882489668 2.9022453927856646 5.5947044697546167 5.8565025383429434 6.4906947504668171 1.0000000180025095e-35 7.5000000000000009 10.026427982722737 decision_type=9 2 1 2 2 9 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 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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134370 115983 30471 26684 cat_boundaries=0 2 3 5 7 9 11 13 cat_threshold=1129510024 148482 1 136314882 10248 210239604 99233 2819096580 263049 134218288 329732 2963537920 34909 is_linear=0 shrinkage=0.05 Tree=498 num_leaves=64 num_cat=9 split_feature=17 8 8 17 0 13 0 17 8 17 10 10 17 5 14 6 5 10 6 5 10 5 6 10 13 9 13 8 7 10 8 13 5 1 7 6 6 17 13 17 8 6 8 10 7 8 5 6 8 9 7 6 17 6 6 17 10 6 6 7 1 7 5 split_gain=2.08589 1.702 1.83533 2.54479 1.31175 1.29763 1.27169 1.69774 1.53854 3.1096 2.6496 2.05473 2.24023 2.23982 1.82647 1.75859 1.75071 1.61522 1.57652 1.56368 1.50061 1.45673 1.42249 2.03666 1.36198 1.2681 1.32037 1.22502 1.21797 1.14486 2.23339 1.57968 2.30747 2.98464 2.52398 1.1263 1.07801 1.77819 3.03217 1.62055 1.80595 1.52543 1.73075 1.65349 1.4001 1.33325 1.27703 1.19835 1.19115 1.76571 1.58926 1.81799 1.41134 1.16456 1.10022 1.07604 1.17308 1.06418 1.07093 1.06368 1.05762 1.05673 1.05779 threshold=0 24.825000000000003 12.558333333333335 1 1.9953801229827652 0.025507006641091071 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52.4451 49.1383 22.8004 26.3378 44.0617 24.6989 19.3628 14.035 18.849 16.2058 5.30968 11.7053 8.88116 276.148 257.185 82.8767 174.308 63.4408 76.5155 11.4857 97.7928 76.7814 19.4512 57.3301 49.8153 19.4358 internal_count=933339 519437 143796 48279 29957 18322 95517 375641 41190 334451 109231 225220 109106 85234 23872 15613 23301 20488 89730 21685 68045 51958 23028 16669 19501 22713 11687 72804 25646 13720 23420 116114 47158 6194 15454 17770 81799 62077 56409 34618 21791 107897 80291 27606 22509 2586 17747 9391 24662 6635 413902 400350 167800 232550 117768 60922 24218 171628 135743 50898 84845 72676 50032 cat_boundaries=0 2 4 6 8 10 cat_threshold=973820616 231461 2164524032 263506 31457318 1040 3223355398 4120 84976642 8336 is_linear=0 shrinkage=0.05 Tree=533 num_leaves=64 num_cat=3 split_feature=13 15 13 13 10 2 1 10 2 5 1 5 6 2 13 3 5 3 5 7 1 2 8 15 8 6 3 8 8 2 5 13 13 2 15 6 5 8 8 1 6 13 14 6 5 7 7 7 5 7 10 2 6 13 5 8 6 14 1 5 14 8 13 split_gain=1.20052 1.84075 1.44159 3.83697 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88.2211 58.1848 12.9292 7.82243 6.1599 5.99069 21.7184 8.88335 11.2559 5.24788 32.0928 27.0732 5.01959 16.2012 10.4695 16.4705 15.2958 internal_count=933842 359652 95306 17180 78126 264346 201361 574190 212600 211373 209736 149440 361590 31956 89900 45994 1637 37591 486 329634 307263 259782 233848 27097 15277 206751 55005 36357 16866 14122 13756 151746 28251 27770 10024 40535 39710 30507 456 268 60296 50128 123495 19221 1227 1047 104274 96766 69811 6020 23330 18648 9203 11820 22371 2714 59540 50441 9099 62985 18396 6489 50642 cat_boundaries=0 2 3 4 6 7 8 10 12 13 cat_threshold=2188193799 150280 14660 13089 621936808 331777 1209172528 1 34082816 131328 604111904 36864 161 is_linear=0 shrinkage=0.05 Tree=538 num_leaves=64 num_cat=4 split_feature=13 6 0 15 15 10 9 10 13 7 13 6 0 13 10 7 6 6 10 10 16 14 15 13 7 0 0 6 6 7 9 3 3 9 8 10 3 7 9 6 3 7 10 0 6 14 0 6 7 8 8 8 10 3 10 6 0 7 7 8 7 7 7 split_gain=1.46308 1.6236 1.50684 5.68573 2.65927 2.06489 2.07451 2.30013 1.83329 1.75594 1.72096 1.63043 2.00759 1.94769 1.4841 1.83573 1.52988 1.7317 1.46756 1.26495 1.24918 4.74779 3.06842 2.38306 2.10932 1.79402 1.38796 1.26842 1.92795 1.22325 2.25836 1.21445 2.49852 1.90204 1.19645 1.19239 1.57507 1.14204 1.09868 1.07322 1.0349 0.992915 1.0321 0.957051 0.926174 0.886905 0.86433 0.856488 1.03325 0.783272 1.79864 0.783174 0.736181 0.722815 0.721418 0.708437 0.928583 0.662727 0.63462 0.634197 0.630397 0.630318 1.47792 threshold=1.3610340291042984 115.46390648842211 3.9669845590226056 0 1 339.80500000000001 2.5000000000000004 8.1650000000000009 0.14619439882489668 9.0676866116764305 0.6452580628303014 44.86828246233727 2.3688407792845019 0.02709597080213319 1346.845 7.7742251170128585 66.822883019822669 94.719757459835662 85.77500000000002 1483.5050000000003 2 0.0059596640933962967 3 2.4160179944614484 13.134230162144279 6.4790087495551383 6.0711418033302946 93.000180254786599 58.680621664993645 6.8726459677757523 1.5000000000000002 5.5000000000000009 3.5000000000000004 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412373 89390 47973 81655 72288 11508 9375 2133 9367 4195 60780 7865 1276 857 736 1510 1001 616 8873 31829 322983 319138 195977 67197 123161 29191 3198 1955 1616 1260 128780 46995 24952 22043 480 13372 4790 8582 499 5172 81785 72470 38773 33697 19784 13639 13096 57630 4667 2638 253663 509 14026 35461 cat_boundaries=0 1 2 cat_threshold=8221 130 is_linear=0 shrinkage=0.05 Tree=575 num_leaves=64 num_cat=10 split_feature=17 15 2 6 6 6 6 15 6 4 15 7 17 6 14 11 17 6 9 8 7 8 7 8 6 14 9 6 14 6 2 0 6 16 6 6 17 7 2 7 9 17 0 8 8 7 7 14 7 7 8 7 6 2 7 6 6 6 14 16 7 14 9 split_gain=1.57665 1.50651 1.89451 1.48093 1.50216 1.36413 1.28032 1.75319 2.44535 1.43837 1.67123 2.03209 1.40263 1.18 1.91214 1.41496 1.13941 1.2707 1.13075 1.48596 1.47491 1.13772 1.12732 1.35389 1.08595 0.978109 0.961808 0.953727 1.24892 1.08053 0.94153 0.930034 0.908984 0.889945 0.880468 1.19625 0.877233 0.865501 0.909137 0.849245 0.812063 1.46231 0.80879 0.800505 0.774246 0.867247 0.755968 0.733425 0.724787 0.721711 0.71274 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39.2968 12.1689 7.85005 9.61615 6.20629 10.0084 10.1976 4.67593 13.7164 14.3027 4.57117 8.14837 12.6194 52.5136 internal_count=933395 376878 306457 153650 135040 152807 118217 33027 23332 52174 556517 141758 130094 82866 40772 16423 20777 15541 414759 70421 29622 18610 104510 85190 23204 8824 61986 82030 61402 412584 2212 410372 357226 195189 162037 72184 53146 29035 12582 510 96198 65839 17918 47921 24111 9411 5950 14700 10307 1702 18248 17330 4393 3240 13686 25584 16018 60904 19215 6438 10169 42094 9560 cat_boundaries=0 2 3 5 6 7 8 9 10 12 cat_threshold=78885428 82786 6151 67121188 832 1 4342 817 8787 9892 809500739 24 is_linear=0 shrinkage=0.05 Tree=586 num_leaves=64 num_cat=11 split_feature=15 17 17 10 1 13 15 5 9 17 8 15 17 5 5 6 6 10 5 5 17 3 13 1 9 1 5 5 16 1 8 6 9 13 5 5 5 1 1 5 9 3 17 10 17 9 9 8 6 8 10 8 6 1 1 6 6 6 8 6 1 13 10 split_gain=1.47125 1.67082 1.20858 1.32685 1.89031 1.98042 1.34224 1.71129 1.31553 1.41013 1.38948 1.19663 1.3082 1.12194 1.14988 1.10781 1.05349 1.05336 0.986301 0.898038 0.885739 1.0271 0.863773 1.21938 1.1562 0.858908 1.64819 2.00927 1.40018 0.856606 0.811642 0.780886 1.03264 0.77838 0.756061 0.865292 0.733838 0.718608 0.877379 0.990125 0.71046 0.708576 1.67288 0.738431 1.52001 2.39843 1.46092 1.01281 0.971219 0.913694 0.905128 0.860113 0.740757 0.708444 0.705957 0.677616 0.67627 0.639477 0.628633 1.09522 0.617291 0.582425 0.587872 threshold=0 1 2 1483.5050000000003 22.925000000000004 1.9905567554314627 3 29.263518138261471 2.5000000000000004 4 15.175000000000002 5 6 25.770020533880906 24.138261464750176 98.823936622990729 43.258440178899569 110.66500000000001 26.930869267624917 57.419575633127998 7 5.5000000000000009 0.89038085326892691 432.17500000000007 3.5000000000000004 932.3850000000001 29.586584531143057 48.825462012320337 8 304.88500000000005 541.80000000000007 24.086778125901457 3.5000000000000004 1.9905567554314627 43.853524982888437 26.106776180698155 28.162902121834364 6.955000000000001 49.295000000000009 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8.85457 9.01255 8.25441 10.2438 32.937 13.6007 18.4281 15.635 13.6492 8.94809 16.7243 108.282 20.4907 87.7908 55.031 29.1922 32.7598 25.8387 16.3478 15.0805 16.412 14.1117 7.63583 39.4758 25.4963 5.38984 19.3364 15.0059 10.3933 7.51754 16.0092 29.0774 24.0485 internal_count=933315 267745 665570 424681 5835 3800 418846 267136 151710 60742 90968 240889 79250 48781 33202 3104 2035 29258 2373 42626 218355 188672 153555 10361 1766 217716 933 765 216783 6962 696 15579 14833 712 120273 54357 31484 27989 22292 11678 36624 161639 31369 130270 26578 15148 103692 11430 74296 2882 29396 12266 13868 1727 35861 5432 65916 70665 18246 14586 50029 84611 67800 cat_boundaries=0 1 3 5 6 8 9 11 13 14 16 18 cat_threshold=4116 167907340 4100 811082884 352050 9792 2315653139 13 1090 1572996 285712 167772160 9 1 4195328 344354 536870912 69138 is_linear=0 shrinkage=0.05 Tree=587 num_leaves=64 num_cat=3 split_feature=10 7 7 5 14 15 0 5 10 5 9 10 10 5 16 5 7 15 10 13 7 7 7 6 6 6 5 13 5 10 6 13 10 13 10 0 9 7 13 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105164 28823 77174 490355 432955 81360 29529 351595 321171 57400 306278 100368 753 99615 374 101865 45865 42413 21252 21101 205910 25960 40311 30424 94258 72953 35565 37388 199738 152681 42878 109803 47057 25300 21757 9994 5913 80057 29746 26059 56082 63393 44325 29723 23275 19068 21641 51862 21462 22765 7719 51831 21305 11763 56000 6454 cat_boundaries=0 2 3 4 6 7 9 11 13 14 15 16 cat_threshold=3808589533 322576 8929 1 2147485268 296976 10434 417398816 135426 13434882 131202 1124229640 11264 1 4667 2 is_linear=0 shrinkage=0.05 Tree=617 num_leaves=64 num_cat=9 split_feature=17 7 7 13 7 0 13 0 13 0 13 17 13 5 3 13 17 15 17 15 7 5 17 9 13 13 7 13 6 6 15 5 6 7 6 7 7 5 13 5 7 17 5 6 9 6 7 10 3 7 5 9 13 10 6 6 9 5 10 10 6 6 7 split_gain=1.32169 0.840861 1.36605 1.1643 0.982323 0.958936 0.953256 0.891527 0.80509 1.01861 1.66497 1.39709 0.946318 0.735013 0.694259 0.684648 0.941621 1.32268 0.855264 0.755189 0.83676 0.832941 0.661651 0.653772 0.652989 2.02905 0.632074 0.62593 0.623627 0.757977 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36.2757 12.7501 13.3671 16.1722 20.1035 5.22502 5.84117 13.062 3.7963 3.56705 9.26567 5.45435 8.2821 41.5398 38.1818 35.2492 9.90961 6.57431 47.5385 37.4839 15.1846 9.83469 22.2993 10.0547 7.95454 6.56994 internal_count=933756 283322 202250 81072 191976 44659 15140 36413 650434 548901 472051 76850 101533 19309 44408 432319 419238 237380 13081 181858 62614 26378 94356 23469 119244 88538 36236 18584 176836 98741 78095 108490 27463 21618 20086 128890 108601 75593 20289 33008 33367 42226 6292 344 5132 1770 8903 3362 12646 1319 81027 72900 61739 18598 17804 5515 4285 2252 1292 2033 1230 10406 9475 cat_boundaries=0 2 4 6 7 9 10 12 13 15 cat_threshold=2183422178 33037 1098908677 414720 491394584 73936 3099 1141997572 153666 10410 764018708 86048 361 134353944 8256 is_linear=0 shrinkage=0.05 Tree=618 num_leaves=64 num_cat=7 split_feature=17 8 15 8 17 9 10 5 8 10 10 10 6 14 5 17 5 15 8 10 10 5 8 8 17 13 1 6 8 13 9 10 5 8 8 5 5 6 6 10 9 5 13 8 5 3 8 6 1 6 5 8 6 15 13 3 6 9 13 13 8 5 10 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12.2567 16.5148 28.6274 19.5891 12.6619 18.1053 7.48296 30.2896 20.6434 14.8139 12.0394 28.778 12.2651 9.0318 7.04302 30.6748 54.37 10.9513 26.1418 19.9942 5.34815 27.1015 15.2214 9.03829 23.3047 14.0852 9.34137 20.9919 18.9133 12.6278 10.5418 8.0253 52.7151 21.1101 13.17 31.6049 15.9514 15.6535 14.3306 8.22889 internal_count=933753 529181 404572 133667 94108 227648 193599 270905 269023 233423 162492 118941 43551 183371 301533 115940 65697 47276 185593 121921 25696 63672 41767 18421 39559 44579 29218 18185 61151 16085 57790 34049 21905 178449 50243 34406 23474 19444 35600 96225 172250 55582 14645 14066 47039 38526 15361 35497 20601 13077 1882 1590 34099 33246 43348 93695 18806 12643 74889 33583 41306 12197 1931 cat_boundaries=0 2 3 4 6 8 10 12 cat_threshold=689954823 384580 117 7318 79695976 8377 672038912 67648 49158 18500 778240 67652 is_linear=0 shrinkage=0.05 Tree=648 num_leaves=64 num_cat=4 split_feature=17 8 17 5 10 17 7 17 0 6 14 5 0 6 10 5 8 0 7 8 8 8 7 6 6 14 9 14 9 2 5 8 8 6 2 9 5 9 6 9 6 2 5 2 14 10 9 2 6 2 9 6 7 5 6 6 10 8 8 7 10 7 8 split_gain=2.10178 0.886582 1.11679 0.9187 1.4558 1.08831 1.06607 1.6588 1.10624 1.102 1.05633 1.41464 1.01627 0.872788 0.82013 0.770177 0.758934 0.810776 0.736435 0.806945 0.736795 0.71774 0.821133 0.700496 0.667372 0.632865 0.613657 0.598833 0.584782 0.57882 0.725141 0.693277 0.558846 1.06948 0.549727 0.52543 0.52037 0.515887 0.500959 0.498893 0.4868 0.977442 0.994668 1.22934 1.18677 0.838859 1.0384 0.774492 0.751144 0.746673 1.2786 0.699544 0.816479 0.696883 0.593516 0.576806 0.571282 0.54037 0.897448 0.712884 0.690333 0.514716 0.486667 threshold=0 1137.0500000000002 1 48.825462012320337 1483.5050000000003 2 7.4054954784265705 3 3.0612858768833142 105.00992110885788 0.002269209042095367 38.629705681040392 4.5786721933638317 32.605654561452916 329.18500000000006 27.221081451060922 33.69166666666667 2.4878189849336318 8.498008688636645 779.77500000000009 9.9750000000000014 16.458333333333336 14.277082043553884 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26038 15239 34971 75731 75017 74141 60378 714 2026 cat_boundaries=0 2 3 5 6 8 9 cat_threshold=2718670905 327954 3223 335806528 5697 131 1238372868 141356 18 is_linear=0 shrinkage=0.05 Tree=669 num_leaves=64 num_cat=9 split_feature=17 15 6 6 8 8 13 17 3 5 9 6 13 13 6 0 15 8 5 17 11 3 5 5 6 17 8 2 0 8 6 0 9 5 17 5 5 5 2 8 0 5 8 8 3 8 13 0 13 17 17 9 8 6 5 13 0 13 8 8 9 9 6 split_gain=1.2263 0.673156 1.24774 0.9834 0.96909 0.892295 0.845966 0.87812 0.8492 0.77691 0.789919 0.670953 0.587571 1.46481 0.73344 0.63928 0.560046 1.77065 1.17485 0.927545 1.30587 0.619513 1.1463 2.10999 0.948287 0.765088 0.742374 0.692104 0.938846 0.672569 0.617145 0.639205 0.520321 0.508042 0.50368 0.862859 0.759576 0.591282 0.503763 0.488995 0.542398 0.47048 0.470274 0.523599 0.636109 0.455127 0.504949 0.454833 0.502034 0.392705 0.377568 0.37655 0.36713 0.365471 0.688033 0.362104 0.361929 0.348176 0.366524 0.33725 0.40318 0.318405 0.31317 threshold=0 1 46.42744090143534 23.124466513859758 87.475000000000009 54.141666666666673 0.18472870427141205 2 5.5000000000000009 37.997262149212879 2.5000000000000004 82.357880144825856 0.67244423350672566 0.022509645665796937 54.551249133892277 2.2940486348193394 3 886.27500000000009 47.253935660506507 4 1.5000000000000002 4.5000000000000009 45.419575633127998 35.713894592744701 103.20144527938628 5 1137.0500000000002 11.500000000000002 2.8352700080378836 20.658333333333335 120.05269585395497 2.3238571084760671 6.5000000000000009 83.062286105407267 6 41.148528405201922 47.385352498288846 49.802874743326491 11.500000000000002 8.7083333333333339 2.8352700080378836 74.459958932238209 440.84166666666675 50.858333333333341 4.5000000000000009 1975.8916666666669 0.17192563175049619 3.0308580463993882 0.13856993961023831 7 8 1.5000000000000002 5587.2333333333345 98.823936622990729 46.876112251882283 0.0044370570452047032 4.9607795617975468 1.9905567554314627 1530.866666666667 1182.6916666666668 4.5000000000000009 7.5000000000000009 131.04431083392018 decision_type=9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 -3 5 9 7 11 61 50 -11 59 13 14 -1 55 17 19 -19 42 41 24 23 25 26 -23 -18 28 -24 -29 31 -26 57 -20 35 38 -36 56 -14 -12 -41 47 43 44 -2 46 -9 -21 -49 -28 -4 -25 -40 -50 -55 -16 -38 58 -5 60 -6 -8 -42 right_child=16 2 4 32 6 -7 8 45 -10 10 39 -13 34 -15 15 -17 21 18 33 20 -22 22 27 51 30 -27 49 29 -30 -31 -32 -33 -34 -35 36 -37 37 -39 52 40 62 -43 -44 -45 -46 -47 -48 48 53 -51 -52 -53 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=-0.011091322994678375 -0.012502199628614707 -0.010621484619432631 0.006589426840598725 0.014069560798657961 -0.014461946078929642 0.011117206846765745 -0.021335419515478283 -0.014092739218676443 0.00053079409367136332 0.0049885837461209094 0.0017035021619335952 0.012316804410590097 0.0038356858872190288 -0.022554284318073995 0.0067349395060857355 0.015154590534349822 0.011775815159283047 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0.0019784978234819815 leaf_weight=2.0202463635303092 2.3069420850720106 4.7735367939396509 6.4151156546402088 17.590304279580131 3.3673458105001823 7.4414979911173367 22.30957250136931 26.266472071200589 5.7496821799133917 3.2766648099174995 2.2121039707377381 8.5345182562890276 2.3679170830516965 3.4551648861477853 1.3016385432350928 6.3775537900552202 55.822807657419474 12.42079897579819 5.631142209382987 9.073554559647631 3.4535188728684281 9.9011961530929344 3.0687067592888058 1.0821624384909583 2.4928288458329417 2.2221534537581773 5.5691723865623839 1.1016671527275761 4.9814573224318321 10.103123563918681 4.3664258569950247 8.7748717824876774 2.8619198114323217 1.9690668355293057 24.351115925418224 12.759630141575368 0.89092574215491405 8.2040345537523507 7.4830545892818323 2.1117952874752337 5.3749620932209679 2.0269638842157525 5.2914903481026618 9.0172469939422459 2.0237291721467421 2.71392164587657 1.2585186706725249 1.3436642547424771 17.705491643677377 4.9855621489606392 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115467 61366 215947 40715 173999 54101 32978 21123 41948 31352 39155 13199 23899 9753 14146 5266 4484 17423 14309 68176 38370 30104 7177 44723 41957 63895 35876 24132 16110 20651 2082 34489 8460 40451 1248 32357 32226 9630 8206 103666 10882 cat_boundaries=0 2 3 5 6 8 10 12 14 16 cat_threshold=621622844 493640 14354 331784 98368 9506 2162294977 21536 1349664770 24838 604254220 360512 37912640 10161 595460 262216 is_linear=0 shrinkage=0.05 Tree=670 num_leaves=64 num_cat=5 split_feature=13 0 17 17 6 6 5 8 10 13 13 10 13 9 5 10 6 15 9 10 17 13 13 6 5 6 5 10 8 0 9 10 5 13 10 10 9 13 8 6 5 10 2 5 5 13 13 11 8 8 17 0 4 8 9 5 10 6 5 5 2 2 5 split_gain=1.43664 1.10812 1.06312 0.935313 0.931218 1.14607 0.768526 0.796985 1.11846 0.790087 1.49967 1.31442 1.14284 0.736404 0.734548 1.18436 1.10216 0.707475 0.647812 1.01445 0.676432 0.779233 0.655366 0.598466 0.593207 0.744802 0.609564 0.656646 0.669093 0.803099 0.596092 0.541711 0.578019 0.526072 0.517946 1.13771 0.826325 0.746417 0.516236 0.702838 0.664713 0.594412 0.760337 0.569527 0.514777 0.615264 0.50723 0.500291 0.499777 0.497593 0.49292 0.484587 0.483135 1.37761 0.478021 0.464098 0.451496 0.538911 0.450256 0.445446 0.445262 0.436698 0.422674 threshold=1.4838434430935479 5.8620674499786949 0 1 45.419455767990179 116.68301087132743 43.568788501026702 997.38333333333344 123.21500000000002 0.36703312045084452 0.14224500718485797 285.88500000000005 0.85569442071144941 1.5000000000000002 28.926762491444219 2019.4650000000004 63.074099661394321 2 4.5000000000000009 2820.7150000000006 3 0.021375474144918787 0.032920234907273589 90.743022128044899 28.732375085557841 123.3676286823076 43.289527720739223 727.47500000000014 11.325000000000001 3.1194973564902146 2.5000000000000004 67.535000000000011 22.758384668035593 0.72529587588361044 246.98500000000004 152.16500000000005 10.500000000000002 2.4160179944614484 55.75833333333334 63.836407807067928 49.802874743326491 20.835000000000004 3.5000000000000004 48.825462012320337 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14.0763 34.9885 29.8537 9.86034 7.57313 4.21187 11.0712 5.82738 10.4998 11.1396 7.95145 14.9054 34.7433 17.4322 17.2589 9.36378 6.63505 2.69989 3.99112 6.89328 24.6151 5.41239 25.5446 internal_count=933065 918484 14581 910186 5764 4788 505774 248806 31455 256968 149935 49852 107033 37306 217351 84564 83973 8817 100083 27060 73023 32325 40698 4828 404412 350290 336830 131693 12396 11440 119297 4353 3423 8328 3989 1614 2375 1223 205137 177249 61638 115611 92975 27888 26917 21105 16322 89473 44146 976 27981 3182 2252 854 12546 1646 20339 1038 16978 591 78771 23796 3195 cat_boundaries=0 2 4 5 7 9 cat_threshold=4095534225 254049 3673408650 460060 2385 1079181312 131348 2288174080 65560 is_linear=0 shrinkage=0.05 Tree=671 num_leaves=64 num_cat=4 split_feature=15 17 17 0 6 0 0 8 8 8 9 2 6 0 2 7 6 9 10 8 9 17 10 5 2 8 2 9 8 8 8 2 14 10 14 5 8 8 7 2 7 0 2 8 5 5 10 10 5 0 5 2 10 0 2 8 6 2 0 6 2 2 5 split_gain=1.62264 1.64153 1.42596 0.999866 0.973287 0.926433 0.845498 0.829003 0.82107 0.765316 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18 28 8 -8 16 9 17 -12 -13 20 14 15 -17 -18 50 25 -21 26 22 -24 30 39 -27 45 38 -30 -31 -32 32 -34 35 41 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 48 60 49 -51 -52 53 56 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=-0.0039797918305869108 -0.0037833010781179923 0.0042096952431520266 0.0031498581978867549 -0.008313709601432278 0.0024037906037025921 -0.0032445538760489004 0.013064497871375905 0.011379584698729555 -0.011930201657170276 0.0029033004251285237 0.012603936469806443 0.015372552844967902 -0.010566678339954123 -0.016651122845613729 0.010414650787624226 -0.0096244815671355406 -0.0049511529445311056 0.0013885268172437698 -0.0096943422477116514 -0.020317213538444064 0.0021628423602332819 -0.017723266055069638 0.0013109883981213548 -0.010150060465772021 0.00090079373276405787 0.0059013474314981397 0.0076014755824648523 0.012053559901662273 0.0038588340096991081 0.0027716748154477792 0.011141534152195228 -0.013889612893657366 0.0051515632609972755 -0.0047417353955896404 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233.622 227.609 66.5336 32.8521 161.076 39.9141 17.3332 121.161 117.335 25.4517 16.1902 7.99041 21.1446 22.5808 86.4059 10.7071 91.8829 20.266 8.86261 15.9284 11.7075 70.4775 71.6169 11.4034 6.0131 11.543 13.8476 9.26156 4.40481 66.745 43.8832 22.8618 11.919 3.29532 7.65713 8.0739 29.9868 13.8964 27.5016 4.63722 2.7291 61.2942 58.9475 13.5627 45.3847 5.43555 14.5545 13.11 10.9429 12.0573 5.93185 8.44394 9.33671 4.85675 3.74626 6.84982 4.45691 10.3227 4.3012 internal_count=933165 785564 147601 248123 537441 524154 167298 116020 356856 87895 24561 268961 264750 71153 50807 6762 60400 63334 226252 107528 193597 65896 39470 70725 55620 155527 127701 26426 13287 24106 12124 20346 11274 148485 146453 2032 695 8598 16977 38512 108106 38347 99557 17109 3031 102471 95243 20316 74927 9047 38153 34619 1337 32489 40073 21871 1041 9072 9449 394 7034 25230 11447 cat_boundaries=0 2 4 5 7 8 9 11 13 15 cat_threshold=2251042905 452003 2240565312 20740 10516 679674500 20 8274 192 1620165796 4096 276922880 66048 805340678 66136 is_linear=0 shrinkage=0.05 Tree=734 num_leaves=64 num_cat=6 split_feature=10 17 10 9 9 10 17 9 9 2 9 17 6 6 5 6 10 7 2 7 5 6 14 6 17 7 2 13 17 13 5 6 6 10 5 5 14 0 7 3 17 7 14 10 14 3 2 6 7 2 5 10 2 5 7 10 13 9 10 2 6 14 6 split_gain=0.598128 1.45165 1.01706 2.08029 1.00838 2.08859 1.0265 1.00252 0.98612 0.97375 1.10005 0.896011 0.748565 0.696134 0.645512 0.635895 0.599968 0.583952 0.573813 0.573724 0.56738 0.520275 0.613402 0.512157 0.510869 0.486648 0.475293 0.455443 0.43945 0.419253 0.396931 0.422341 0.385373 0.381604 0.396397 0.898775 0.686155 0.447525 0.381733 0.569276 0.378149 0.481374 0.373778 0.370153 0.369934 0.363776 0.354497 0.346332 0.583648 0.445017 0.33733 0.336021 0.334525 0.321028 0.312993 0.306323 0.300594 0.289986 0.274552 0.269142 0.268283 0.266547 0.264665 threshold=1244.1050000000002 0 2820.7150000000006 6.5000000000000009 2.5000000000000004 246.98500000000004 1 5.5000000000000009 2.5000000000000004 15.500000000000002 9.5000000000000018 2 120.05269585395497 18.42865653871451 44.548939082819992 75.310270392312006 2820.7150000000006 5.4909995847486188 13.500000000000002 5.8289283162728127 63.475701574264214 116.05849767462564 0.016009715626689933 53.220845109657283 3 6.0013658607560725 20.500000000000004 0.020818582209751395 4 0.14224500718485797 48.338124572210823 36.084123780502765 89.446207932598753 87.245000000000019 30.706365503080086 48.026009582477762 0.0029059338335858161 2.14651573655116 11.785692033801654 1.0000000180025095e-35 5 5.8289283162728127 0.014277776540651986 1095.5150000000001 0.0030433500145696192 1.5000000000000002 12.500000000000002 63.074099661394321 8.3885430374333882 1.0000000180025095e-35 48.825462012320337 228.91500000000002 14.500000000000002 38.396988364134167 11.785692033801654 40.355000000000011 0.031313249489504494 7.5000000000000009 18.995000000000005 14.500000000000002 109.85208597648958 0.0018826831337779503 131.04431083392018 decision_type=2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 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 7 19 5 6 26 14 -3 16 27 23 24 -13 21 25 20 -17 -9 -4 46 22 -2 -7 59 -8 32 -11 -14 -21 31 -20 42 55 43 36 -36 -38 39 -39 -16 -42 -1 -35 -25 -40 -10 48 -27 -50 60 -51 -31 -48 -33 -26 -34 -18 -49 -6 -28 -52 -19 right_child=1 8 3 -5 12 11 15 18 9 10 -12 13 28 -15 40 17 57 62 30 29 -22 -23 -24 44 33 47 50 -29 -30 52 -32 54 56 34 35 -37 37 38 45 -41 41 -43 -44 -45 -46 -47 53 58 49 51 61 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=0.0064144114472888189 0.0140320570127427 -0.0084840865805671448 0.0059748567793899967 0.018353661842476828 0.0084794854781528387 0.0063581646581264174 -0.011292435893582756 -0.00071484862064041495 0.014596348690811237 -9.9920840950828971e-05 -0.0072631619117230987 -0.0064010195897222224 0.0083941767654996773 0.017284044283567498 0.0035953056923572987 0.0045772501419362515 -0.013101223011933638 -0.014931892967350186 0.0021705924757234904 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leaf_weight=6.3654886421986179 9.1721471256410005 3.8430782511716464 1.7038771578863832 8.7157507816839566 7.5657708618409698 2.2817000695926648 4.1768772137521948 4.7182361691827159 7.0269292712408804 3.1727572031297866 2.2572520886270118 0.91109625782856341 5.0729099965196527 29.107365921848263 3.8528710294226514 2.5525249249347004 3.4789846796298312 24.054429162871308 0.63917830382914331 2.7423906255845054 1.1707966044256934 1.080681752262765 0.97916757006486754 3.6708378600820404 1.0168201581811915 8.6947321948527314 7.3034502777171442 27.368589276917632 2.7375825825614317 1.2189632501567755 1.0059092928646558 6.49099890504454 0.36184186289872755 15.893400788900818 22.807386476969896 19.67461471988284 2.9215883475236373 5.2335263736774023 1.384603615057298 12.943318824684871 0.99371396566220749 5.5782751755074536 3.1781553250529386 1.9000949771571694 3.1650832910563653 2.9692643968443044 2.5604289010979677 5.5872327886344673 1.2150223641658522 6.5558101903583275 0.5820905765812604 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cat_boundaries=0 1 2 cat_threshold=574 1 is_linear=0 shrinkage=0.05 Tree=745 num_leaves=64 num_cat=8 split_feature=17 15 15 16 7 5 5 9 5 5 0 5 3 17 7 8 8 8 5 17 5 5 0 8 9 8 17 9 13 0 7 0 9 3 7 7 0 5 8 13 9 7 13 4 8 0 3 5 5 3 3 8 5 3 5 13 8 13 8 8 3 16 7 split_gain=0.689498 0.636483 0.611707 0.745923 0.700308 1.22213 0.821451 0.711038 0.690967 0.759383 0.699624 0.591988 0.751624 0.617736 0.678199 0.579239 0.78469 0.577309 0.568841 0.549872 0.545468 0.766807 1.00592 0.483447 0.470274 0.465158 0.56481 0.465963 0.422531 0.598643 0.41843 0.413689 0.43003 0.39569 0.36209 0.351061 0.501387 0.414707 0.349654 0.339459 0.334461 0.331454 0.322699 0.30503 0.370441 0.337579 0.30212 0.300303 0.632084 0.390282 0.332442 0.29984 0.473189 0.297945 0.352174 0.357185 0.293548 0.298118 0.353558 0.316125 0.281532 0.281129 0.562222 threshold=0 1 2 3 8.0394790871703936 47.253935660506507 52.573579739904183 4.5000000000000009 49.394934976043814 26.47912388774812 2.3090639357010327 28.926762491444219 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9.18332 11.3765 24.7559 18.2045 9.72323 6.55141 28.6794 43.1896 36.6214 7.36599 26.5989 15.256 11.1315 4.05362 16.048 6.56824 26.0968 22.1271 8.48128 6.17905 3.19549 6.73332 11.3429 8.64168 7.16842 20.6266 13.005 7.68564 15.0024 8.82258 29.2554 27.0165 19.8893 4.5316 24.6066 8.55905 16.0476 18.2285 5.98783 internal_count=933612 485195 148752 336443 78865 60246 37457 36853 257578 185758 70566 50429 115192 39936 448417 295820 171570 105261 59869 152597 66309 124250 56507 67743 18619 71820 49993 30716 19824 19277 111899 111402 89521 23846 65199 36356 25610 16082 17571 21881 107469 85518 10892 6368 6585 11170 28843 28671 24758 81901 26287 18564 45392 22789 65675 59218 33529 16517 57133 25793 31340 28217 12034 cat_boundaries=0 2 3 5 7 8 10 12 14 cat_threshold=3951797328 401644 2076 1786815552 139264 270553127 20993 4107 4457003 33555 2726297664 8288 74465320 16914 is_linear=0 shrinkage=0.05 Tree=767 num_leaves=64 num_cat=3 split_feature=8 8 4 5 9 0 5 5 6 6 6 8 8 0 15 0 0 0 5 3 8 8 10 9 8 6 0 8 6 5 3 0 8 6 10 5 6 5 6 11 5 8 5 0 15 9 6 3 0 6 10 0 8 16 10 10 6 6 8 5 8 0 10 split_gain=0.452615 0.656722 0.379235 0.949008 0.61647 0.58591 0.582462 0.414878 0.404562 0.399963 0.341632 0.410034 0.327072 0.325674 0.310787 0.610635 1.05603 1.11653 0.641629 0.45682 0.597054 0.43019 0.403393 0.740915 0.593881 0.477412 0.642215 0.611112 0.60917 0.449997 0.4275 0.386799 0.375256 0.335187 0.323114 0.303827 0.28838 0.34822 0.285118 0.303598 0.270105 0.263218 0.257069 0.254951 0.250802 0.272637 0.356952 0.258911 0.610318 0.402237 0.357114 0.25996 0.24545 0.23898 0.85282 0.397922 0.409885 0.231712 0.231129 0.230735 0.257694 0.32679 0.229243 threshold=1033.7333333333336 930.67500000000007 1.0000000180025095e-35 38.865160848733751 1.5000000000000002 2.9691315587992491 37.997262149212879 26.668035592060239 25.971037933037959 109.07081552095791 33.316988452078256 5587.2333333333345 1231.4833333333336 2.3827815285122003 0 2.6521850061379668 5.1506001140211035 3.1194973564902146 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8 7 6 6 10 8 10 8 7 7 7 10 10 6 0 0 6 7 6 4 6 0 7 5 9 5 6 7 6 5 7 8 6 7 3 6 7 5 7 5 8 7 split_gain=0.690805 0.528129 0.411134 0.359442 0.545776 0.939376 0.568937 0.950248 1.30936 0.561544 0.561067 0.506884 0.630957 0.498973 0.49371 0.561339 0.487826 0.422642 0.496038 0.419551 0.418906 1.03786 0.723296 0.602415 0.499073 0.610889 0.463932 0.431364 0.384499 0.346718 0.331806 0.322258 0.313494 0.310429 0.307779 0.297297 1.24944 0.409913 0.372076 0.361442 0.318037 0.796359 0.321888 0.295322 0.293082 0.285283 0.272468 0.271581 0.262348 0.261293 0.259482 0.316292 0.258268 0.247835 0.242885 0.234706 0.22763 0.224442 0.218402 0.217668 0.209873 0.209742 0.209208 threshold=0 36.658333333333339 90.743022128044899 224.56500000000003 374.57500000000005 3.5000000000000004 4.5000000000000009 651.04500000000019 43.853524982888437 9.9882463828577581 41.978097193702951 12.084334542318141 11.055763360970056 5.5293582208115675 68.259637299020795 59.47814050469222 49.158333333333339 5587.2333333333345 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59530 50049 2920 22221 8317 119520 8679 93972 8281 52028 42556 238 40485 24917 9850 12623 26097 22689 11022 21690 1516 69842 cat_boundaries=0 1 cat_threshold=2102 is_linear=0 shrinkage=0.05 Tree=776 num_leaves=64 num_cat=5 split_feature=10 2 13 13 17 17 5 17 17 15 7 8 10 10 13 7 13 2 10 7 2 5 7 9 8 14 8 8 2 2 7 5 9 14 10 3 13 5 3 2 14 5 7 3 10 10 3 0 5 7 7 8 14 7 5 10 5 8 8 8 5 10 7 split_gain=0.649297 0.905152 0.699251 1.01745 1.29265 0.960643 0.905029 0.672849 0.653461 0.631526 0.591802 0.530666 0.518268 0.498209 0.559457 0.490491 0.475523 0.636069 0.44092 0.429772 0.414447 0.40584 0.382179 0.381566 0.380327 0.376891 0.363553 0.352429 0.343568 0.36683 0.403547 0.358833 0.312665 0.3086 0.299589 0.298855 0.349903 0.295475 0.287848 0.28391 0.283527 0.279879 0.28564 0.277571 0.268791 0.428678 0.266607 0.283938 0.309819 0.266432 0.462989 0.262306 0.292137 0.258217 0.255936 0.255395 0.231895 0.211063 0.200253 0.438054 0.331983 0.209371 0.249979 threshold=184.17500000000004 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21.7292 19.061 9.21369 11.6092 10.5248 6.91672 14.0005 23.1437 12.5521 13.0351 5.67592 9.12134 16.8613 3.91378 9.48889 8.95795 18.3157 16.5902 7.99313 6.53444 17.3033 11.0559 6.24732 4.92359 7.45186 6.10026 7.61302 10.6234 6.38868 internal_count=934084 590120 267949 91245 322171 267454 117194 72033 343964 176704 54175 23150 122529 22008 31025 28476 325549 167135 1082 166053 101744 158414 115694 42720 41731 17034 5122 24697 95677 13294 87268 112669 989 150260 108252 102142 45161 61360 57905 37595 35927 42008 23837 62769 18415 24819 24859 37950 18430 40044 20846 19323 40379 39845 9860 6219 3641 2741 40782 21899 82383 72625 38922 cat_boundaries=0 2 3 5 7 8 9 cat_threshold=1649217550 416001 12097 2357231744 73784 2558656720 158 1 1 is_linear=0 shrinkage=0.05 Tree=778 num_leaves=64 num_cat=6 split_feature=9 13 15 13 13 16 6 2 5 6 13 2 5 16 5 5 8 10 13 13 13 13 5 16 13 5 13 10 0 14 5 2 2 0 0 5 6 6 13 6 5 6 7 15 13 2 6 5 0 13 10 16 8 5 8 10 6 13 10 5 10 5 10 split_gain=0.427655 0.334386 0.346851 0.58816 0.863144 0.74324 0.677529 0.654179 0.637549 0.692248 0.494784 0.455882 1.6731 1.06042 1.19777 0.678421 0.495641 0.454457 0.433877 0.44814 0.421894 1.34305 1.17975 0.698226 0.692868 0.686097 0.652024 0.932242 0.715671 0.604422 0.607638 1.59 1.10305 0.9712 0.840492 0.677991 0.489539 0.41855 0.414296 0.51589 0.473214 0.589283 0.406454 0.402235 0.71947 0.590228 0.567222 0.50414 0.583277 0.471103 0.588838 0.351482 0.345148 0.342195 0.32783 0.31642 0.314694 0.306217 0.292157 0.286229 0.281376 0.278618 0.277454 threshold=12.500000000000002 0.019177895887241576 0 2.4160179944614484 1.6674420883768328 1 34.720601064523386 21.500000000000004 48.026009582477762 82.639384755759437 0.14224500718485797 11.500000000000002 49.20876112251883 2 49.20876112251883 24.71594798083505 136.85833333333338 126.35500000000003 0.093722900505017123 0.94495170679814178 0.19270384061446774 1.3610340291042984 50.739219712525674 3 1.1374618766596227 22.501026694045176 0.37914393739258839 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131.988 118.212 77.3853 20.8026 13.7754 56.5828 12.1457 17.529 40.8271 21.9289 18.8982 6.05124 4.27685 18.9744 12.1732 44.437 43.2282 158.139 83.6893 29.4334 11.7278 4.78153 6.94624 17.7057 13.8393 3.86633 54.2559 51.6293 37.5055 14.1238 10.0666 29.1625 6.40023 19.0969 13.4735 40.6087 23.2582 20.1525 12.4635 9.5118 74.4493 54.1004 41.4522 19.2686 20.3489 15.8295 22.1836 9.23835 6.96407 7.60448 12.8469 15.3164 8.36183 8.85461 15.8554 7.68896 4.05721 3.95218 2.55475 7.71997 internal_count=933441 916538 771530 258635 257530 253872 117534 1105 136338 53080 105928 3658 834 2824 1385 750 434 214 83258 60902 512895 379127 368721 247673 114427 133246 121048 26242 94806 10406 9501 5606 3895 2111 4826 751 3210 1978 56348 8408 7394 3861 839 133768 131663 108592 19677 2105 1144 88915 62085 22302 2791 1439 15067 790 27685 145008 3533 1784 4610 4522 8917 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=2466 1 1 1 8204 1 is_linear=0 shrinkage=0.05 Tree=779 num_leaves=64 num_cat=7 split_feature=17 2 8 2 17 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366540 11476 5361 6115 2823 1850 2538 355064 149624 113105 3398 2814 1869 39132 1908 1543 138754 131564 45407 26497 25253 945 77222 205440 43349 41416 2589 81050 1020 161395 30135 26867 44045 1524 584 74633 27747 131486 12905 2911 18910 11362 7444 9410 6926 24108 111197 93009 158270 152111 1778 25886 cat_boundaries=0 2 3 5 6 8 9 11 cat_threshold=1889670147 513568 437 105447948 2390 4119 2164867588 8266 12377 38044176 2116 is_linear=0 shrinkage=0.05 Tree=800 num_leaves=64 num_cat=5 split_feature=17 6 10 15 3 2 7 7 4 11 14 6 7 17 2 6 10 3 4 8 6 6 17 17 10 9 0 7 7 10 0 0 10 2 10 7 9 7 8 10 8 0 2 6 7 3 6 6 6 14 6 6 8 7 9 0 9 8 8 8 11 9 8 split_gain=0.677225 0.519455 0.535118 0.923282 0.526378 0.434506 0.387563 0.467793 0.376367 0.368639 0.31563 0.301048 0.287386 0.510602 0.47079 0.507849 0.451579 0.466799 0.377327 0.764113 0.451611 0.794875 0.464518 0.438985 0.568688 0.40284 0.385173 0.380594 0.829771 0.364502 0.462454 0.41925 0.41889 0.338237 0.323118 0.319266 0.277598 0.247334 0.289824 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8.68201 100.545 24.0449 15.3746 76.5006 53.6254 36.1677 18.8693 10.4558 17.2985 17.4576 22.8753 5.3132 8.41345 15.5398 14.7034 10.7645 19.0949 16.7956 12.2669 8.30336 10.3441 8.75071 2.96438 35.0158 14.6589 7.61577 7.16954 2.51894 3.40934 14.56 13.9448 13.5264 6.99593 internal_count=933771 470169 3634 463602 388743 157704 27848 129856 231039 27388 9923 119395 88120 46065 31275 111644 81187 30457 21453 15052 21920 7976 8234 38394 17465 7565 42055 9004 1745 19872 466535 91622 88352 374913 267289 191525 87610 47801 103915 75764 107624 47016 39809 97748 60600 7484 74859 1889 1309 973 41917 32942 15570 102468 59799 38236 38171 5386 6754 90412 84514 1456 991 cat_boundaries=0 2 4 6 8 cat_threshold=3939198025 256776 16814722 262256 2294440008 131080 570490889 115200 is_linear=0 shrinkage=0.05 Tree=808 num_leaves=64 num_cat=4 split_feature=15 17 17 9 8 2 0 8 17 2 4 10 13 5 8 10 10 10 13 0 6 0 0 8 10 2 8 0 10 0 0 6 6 14 14 5 5 6 3 8 3 5 5 6 8 2 13 6 5 0 8 13 13 10 10 2 8 0 0 8 5 5 5 split_gain=0.55964 1.0519 1.04849 0.425839 0.799627 0.817421 0.653127 0.603608 0.583051 0.549153 0.460027 0.437606 0.388251 0.426071 0.649495 0.377554 0.373163 0.33709 0.319972 1.14708 0.297014 0.285676 0.282626 0.271765 0.268107 0.24934 0.248007 0.242471 0.232218 0.421047 0.335769 0.292846 0.415694 0.394394 0.317119 0.461697 0.284221 0.387954 0.263005 0.255635 0.246347 0.21598 0.315104 0.213105 0.20338 0.196902 0.266132 0.238588 0.214112 0.200747 0.190436 0.187618 0.177774 0.170793 0.267857 0.167301 0.169965 0.165066 0.157748 0.149449 0.212251 0.206857 0.486281 threshold=0 1 2 3.5000000000000004 549.92500000000007 12.500000000000002 2.14651573655116 297.57500000000005 3 1.0000000180025095e-35 1.0000000180025095e-35 1483.5050000000003 0.1174196879467209 38.629705681040392 369.15833333333336 203.64500000000007 89.935000000000016 727.47500000000014 1.2645364738623945 3.2548219330290467 23.124466513859758 2.4436504390007685 4.6604629706176635 225.40833333333336 13.895000000000001 11.500000000000002 3337.8750000000005 2.3090639357010327 1244.1050000000002 2.0924809649028577 3.1194973564902146 39.774696505357412 57.868568044742638 0.002269209042095367 0.0029059338335858161 46.585900068446271 29.433264887063661 108.69164039814866 3.5000000000000004 169.50833333333335 1.0000000180025095e-35 57.206023271731702 43.702943189596176 108.32344684367136 5587.2333333333345 9.5000000000000018 1.1940955171928664 100.98387821829853 47.90280629705682 3.0019627924416201 1093.3416666666669 1.0948751562994941 0.18026246370343954 477.14000000000004 664.13000000000022 12.500000000000002 3337.8750000000005 6.2329095937595493 2.035358815795473 453.11666666666673 79.171800136892557 44.548939082819992 38.188911704312126 decision_type=1 9 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 45 7 6 -6 58 9 43 24 -11 15 27 23 22 -8 -12 50 19 25 -2 -19 -15 57 -3 -4 -20 -13 31 -30 -31 38 33 -33 40 36 39 -38 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3.5762308379523873 6.6152312680601888 5.1373319114166405 2.4782114856933815 24.617077887318587 14.706087522404529 2.4365879440668037 36.420880816673019 2.3520866644107561 1.8107172515314744 6.2812946757764925 1.3124865680369324 1.933050648765321 1.198372090941487 0.42101938594807897 0.90710783546319262 4.7379339109797431 1.357148268020359 7.4858231161549567 2.6575072187091413 1.47009355462779 3.1796416141296904 3.7061806716874912 1.9338692588634168 5.648082734835465 6.0338018641404814 2.0068390745374876 3.8042250724406403 2.2959927190731224 0.83766009462327584 1.5085887890616589 1.9927351231835044 1.6046289668065643 1.0376882414686992 6.1561249424000044 3.6746566280851996 2.3804675534667767 2.5854992500663032 3.4347775609636502 0.84043001401363859 3.8563322813084544 5.9297553803030736 1.7363372255733254 2.4397829126456387 2.6110861543634996 0.33989428284284562 2.0282829425567854 3.3123479313647737 9.793022464086933 2.3229689409539693 14.534580241128337 7.9826685997916647 leaf_count=6125 6358 124 15685 37309 6289 7123 24550 21959 18894 48941 5883 214 1063 782 107 94566 8538 189 5623 211892 6591 512 99 199 1518 49619 86 550 556 555 204 8431 11892 12265 3218 16525 15003 3721 5825 4864 4597 183 241 3963 1233 32217 782 14810 19736 50708 356 3277 1372 2990 2585 37675 722 145 5379 26076 6185 43576 10753 internal_value=-0.000823988 -0.00207025 0.002697 -0.00418111 -0.00689165 0.00323331 -0.00907047 -0.00153869 -0.00458072 0.00438112 0.00695673 -0.0106991 -0.0053317 -0.00113619 0.00442016 -0.0150824 0.00968678 0.00870646 0.00606205 0.000511437 0.00312251 0.0121468 0.0095913 -0.00698874 -0.00951596 0.0103939 0.00932382 -0.0121546 0.00446498 0.00860492 0.0108972 0.001897 -0.000308306 -0.00914274 0.00237622 0.0059114 -0.000500556 -0.00514348 0.0091556 0.00633047 -0.00337824 -0.000189975 0.00521928 0.00419634 -0.00626565 -0.00506365 -0.000463413 -0.010352 -0.0129578 -0.00618781 -0.00297004 -0.0113592 0.00198849 -0.00701521 0.000614577 -0.0109903 -0.0135447 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cat_threshold=2133 3022264041 5698 2955154483 164032 167804928 270608 is_linear=0 shrinkage=0.05 Tree=809 num_leaves=64 num_cat=5 split_feature=17 8 15 8 6 17 11 2 9 17 3 8 15 8 2 5 7 0 10 5 6 8 10 2 9 2 8 6 6 5 8 10 7 2 8 3 10 6 3 6 9 3 10 11 8 7 5 2 5 7 5 8 8 8 6 0 8 6 8 5 6 10 5 split_gain=0.535173 0.739793 0.478327 0.592002 0.594813 0.554237 0.523357 0.517573 0.483206 1.0091 0.532022 0.463683 0.44375 0.818285 0.399322 0.368171 0.357425 0.328637 0.327779 0.302709 0.291648 0.291421 0.999808 0.637681 0.520603 0.548612 0.446104 0.419811 0.692129 0.422306 0.438711 0.385418 0.351944 0.34864 0.372363 0.45791 0.33038 0.359141 0.307856 0.306113 0.289419 0.276054 0.260968 0.254638 0.252133 0.250943 0.330127 0.248124 0.290369 0.246135 0.245402 0.235583 0.228736 0.401323 0.220586 0.210473 0.279392 0.226104 0.205325 0.200784 0.257484 0.337648 0.199764 threshold=0 9.9750000000000014 1 159.10833333333338 108.32344684367136 2 1.5000000000000002 22.500000000000004 4.5000000000000009 3 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decision_type=9 2 1 2 2 9 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 3 6 5 7 55 11 10 14 16 17 54 51 -10 -6 -4 -5 -13 -19 -21 23 27 33 31 26 -26 28 47 -29 -31 -24 36 38 35 -35 -25 40 41 -34 -38 -3 -20 -42 -32 -7 -47 -23 -49 -18 -8 -14 -15 -54 59 56 -2 -57 -48 -12 -61 -62 -11 right_child=2 21 8 4 15 45 50 -9 9 62 12 18 13 52 -16 -17 49 19 42 20 -22 22 24 32 25 -27 -28 29 -30 30 44 -33 39 34 -36 -37 37 -39 -40 -41 43 -43 -44 -45 -46 46 58 48 -50 -51 -52 -53 53 -55 -56 57 -58 -59 -60 60 61 -63 -64 leaf_value=0.0087338921858327086 9.519098471608122e-05 0.0012719717083567129 -0.0033312180729527761 -0.0038025000406065796 0.0038240731124680356 0.0025649949688414261 0.0088114001214546333 -0.0050922460213771274 -0.015910889694418142 0.0002889515907439 -0.0010467559058999108 0.0074760209917277554 -0.0049641133546449315 -0.015423890008576102 -0.00031850398387400861 -0.0143280446878643 0.015247530582200033 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0.01307230151144625 leaf_weight=6.0704571835480996 3.5100636814023565 2.5041297323676388 1.69131878018669 0.38464435317147128 1.571831241604335 3.7052394500271433 3.2006837908456078 3.2181895751544785 9.239825936807744 4.4314796279525437 4.544062319816045 3.7414374443824787 0.68915853999242838 6.1025350040257438 6.062273506031592 3.8195464705264826 14.380555169645197 0.76610115822614844 2.5467462308623126 0.46958980626014479 12.283833128915505 1.0701590144915041 1.5287423031283704 4.325663319442433 3.6973898101283909 11.740189470856741 1.745200764800581 2.8600526861470845 7.3920465683621055 0.72111267874712481 14.777303576879039 2.7284955315201316 4.19353100293689 6.6145909656378308 3.0650999282367986 3.2408709443908208 0.3345728847923749 0.65311583474037505 3.0746088523473274 4.51859285651331 19.103074925226998 2.9921771414391656 2.1379358735935914 0.29322929469710146 0.88487088991313889 2.0264805218543023 5.1588434272083186 5.5694591339661015 1.0786122023327269 2.1067043940914294 1.0124416187420133 6.8698322065086446 2.1247354104317999 2.3058453423431233 2.451697255298753 1.8163240950239066 13.653380354525746 2.6381835140461876 0.41446300575762673 2.7050382307824909 7.022893154711686 10.716605726423793 6.8306122745010596 leaf_count=11721 10419 4858 6641 10455 4457 15606 4896 4292 57999 21624 14025 10334 1656 27604 17041 14229 43802 3715 8679 1653 30415 2164 537 59357 2690 2270 778 7215 25674 3089 78638 400 20693 16776 13723 10661 145 994 4608 23350 45263 3790 266 351 4292 4009 21183 24260 5420 10954 563 29600 2675 10456 7082 368 62509 607 1256 8128 25752 43266 21867 internal_value=-0.00139807 -0.00372515 0.000572549 -0.00231897 0.00108811 0.00364708 -0.00791596 0.00621588 0.00277276 -0.00230366 0.00530651 0.0107534 0.00193104 -0.00316853 -0.00759326 -0.00974228 0.0115208 0.0151072 0.000618594 0.0165265 0.018043 -0.00507817 -0.00223012 -0.00754427 0.00549349 0.00897413 -0.00268973 -0.00713595 -0.000443728 -0.0112155 -0.0137504 -0.00581416 -0.0114042 -0.000522084 0.00414198 0.00810036 -0.014024 -0.0162052 -0.00648868 -0.0015696 -0.0174124 -0.0109267 -0.00589032 -0.0183045 -0.0155662 -0.00377879 -0.00966129 -0.00855124 -0.0112336 0.013465 0.00446856 0.00595242 -0.011563 -0.000887068 0.00476984 -0.0107156 -0.0127116 -0.000369614 -0.0135331 0.00759306 0.00934171 0.0111576 0.00599261 internal_weight=275.128 116.777 158.351 68.076 42.2449 36.8535 25.8311 25.5485 90.2752 26.5642 63.711 22.3303 45.5324 18.0921 15.3021 5.39138 18.1786 13.9042 8.42612 13.5195 12.7534 110.707 55.7936 54.9133 21.44 17.1828 5.44259 34.3536 15.1103 19.2433 16.3833 4.25724 33.4218 21.4915 12.9206 9.85546 24.7097 20.384 8.57092 8.71212 19.7309 5.49631 4.68468 19.3963 15.6622 11.305 7.59979 7.71823 6.64807 16.4873 4.21313 7.55899 10.5331 4.43058 27.4403 21.618 17.1634 4.45451 5.57331 24.9886 20.4445 17.7395 11.2621 internal_count=933800 373717 560083 209911 130549 111863 79362 69809 350172 118531 231641 65517 170244 71991 75040 18686 61397 46238 19279 35783 32068 361996 157427 204569 6675 5738 3468 150752 57518 93234 86019 937 150153 54416 41160 27437 106110 46753 13256 44043 45759 8648 8945 45614 82930 42054 26448 31844 29680 54756 5459 31256 40735 13131 98253 73903 72928 975 22439 91171 77146 69018 43491 cat_boundaries=0 2 3 5 7 8 cat_threshold=747640358 324615 4770 54558865 2904 2433597457 198720 2332 is_linear=0 shrinkage=0.05 end of trees feature_importances: age=6693 state=5065 mins_since_last=5021 geo_km=4373 log_city_pop=4353 amt_24h=4323 amt_to_p95=3743 log_amt=3699 hour=3649 category=2590 tx_24h=2206 dow=1755 cat_fraud_rate=1465 amt=802 gender=537 is_night=441 tx_1h=302 amt_over_p95=13 parameters: [boosting: gbdt] [objective: binary] [metric: average_precision] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.05] [num_leaves: 64] [num_threads: -1] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 100] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 3] [bagging_by_query: 0] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 5] [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: 4] [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: 1] [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: 15,16,17] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 171.752] [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:[["entertainment", "food_dining", "gas_transport", "grocery_net", "grocery_pos", "health_fitness", "home", "kids_pets", "misc_net", "misc_pos", "personal_care", "shopping_net", "shopping_pos", "travel"], ["F", "M"], ["AK", "AL", "AR", "AZ", "CA", "CO", "CT", "DC", "DE", "FL", "GA", "HI", "IA", "ID", "IL", "IN", "KS", "KY", "LA", "MA", "MD", "ME", "MI", "MN", "MO", "MS", "MT", "NC", "ND", "NE", "NH", "NJ", "NM", "NV", "NY", "OH", "OK", "OR", "PA", "RI", "SC", "SD", "TN", "TX", "UT", "VA", "VT", "WA", "WI", "WV", "WY"]]