tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=36 objective=lambdarank feature_names=qdrant_cosine_score candidate_position candidate_citation_count candidate_log_citations candidate_influential_citations candidate_age_days candidate_recency_score query_citation_count query_age_days year_diff same_primary_category co_citation_count shared_author_count candidate_is_newer query_log_citations citation_count_ratio age_ratio candidate_citations_per_year query_num_references candidate_num_cited_by ewma_longterm_similarity ewma_shortterm_similarity ewma_negative_similarity cluster_importance cluster_distance_to_medoid is_suppressed_category onboarding_category_match user_total_saves user_total_dismissals user_days_since_last_save user_session_save_count cosine_x_recency cosine_x_citations category_x_recency cosine_x_cocitation position_inverse citations_x_recency feature_infos=[0.54413604736328125:0.999664306640625] [0:48] [0:214251] [0:12.274908065795898] [0:31154] [331:6913] [9.895653647618019e-07:0.51581865549087524] [0:7035] [1214:6913] [0:18] [0:1] [0:30] [0:1] [0:1] [0:8.858795166015625] [0:35708.5] [0.048886317759752274:5.6897120475769043] [0:20639.1171875] [3:396] [0:1007] none none none none none none none none none none none [5.4612877420368022e-07:0.479622483253479] [0:9.0584011077880859] [0:0.51581865549087524] [0:2.7675571441650391] [0.020408162847161293:1] [0:3.6217091083526611] tree_sizes=6782 6765 6781 6863 6757 6796 6770 6760 6838 6807 6887 6798 6787 6823 6796 6791 6874 6801 6821 6793 6797 6809 6867 6813 6832 6821 6820 6880 6806 6849 6788 6863 6877 6803 6822 6819 6830 6782 6857 6841 6821 6816 6831 6816 6858 6839 6807 6859 6841 6839 6835 6899 6839 6827 6869 6870 6898 6886 6834 6836 6865 6845 6817 6915 6841 6872 6919 6820 6863 6892 6825 6837 6881 6863 6854 6818 6805 6837 6849 6820 6843 6884 6849 6839 6859 6841 6853 6891 6830 6848 6882 6892 6895 6849 6830 6821 6861 6842 6847 6865 6846 6821 6854 6863 6840 6844 6848 6893 6851 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7.5000000000000009 33.500000000000007 3.5000000000000004 2.5000000000000004 28.500000000000004 0.00074041116749867808 0.004594021476805211 0.72950673103332531 0.00022063528740545737 19.500000000000004 9.5000000000000018 1.8516377210617068 0.99983397126197826 2.7348161935806279 1007.0000000000001 0.79056486487388622 2952.0000000000005 0.99983397126197826 0.024489065632224086 101.50000000000001 4.5028574466705331 4.5000000000000009 0.38501882553100591 4.5000000000000009 2.5000000000000004 0.0010148651781491937 36.500000000000007 42.500000000000007 1.1139652542624391e-05 2.1775209903717045 17.194152832031254 24.500000000000004 2.535164594650269 1.0000000180025095e-35 15.500000000000002 1.5000000000000002 8.8326311111450213 0.0048679357860237369 38.500000000000007 0.99755874276161205 7.5983109127264483e-05 29.500000000000004 36.500000000000007 7.5000000000000009 2.0582987070083623 1.5000000000000002 1293.5000000000002 8.5000000000000018 266.50000000000006 4.7517123222351083 1.5680143237113955 1.2458654642105105 6.5000000000000009 1.5000000000000002 4107.5000000000009 6.5000000000000009 1881.5000000000002 decision_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 2 2 2 2 2 2 2 2 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 14 9 16 -5 15 51 -11 -12 -13 54 38 30 17 18 -4 20 21 -6 23 59 25 26 42 53 -20 -30 31 32 33 48 -24 36 37 -36 -3 -15 -41 -39 -18 57 45 -9 47 -37 -8 -10 60 -2 -53 -16 -7 -46 -34 -28 -59 -17 -19 -62 right_child=1 2 6 7 19 13 8 44 49 10 11 12 -14 39 27 22 24 50 28 -21 -22 -23 34 -25 -26 -27 43 -29 29 -31 -32 -33 56 -35 35 46 -38 41 -40 40 -42 -43 -44 -45 55 -47 -48 -49 -50 -51 -52 52 -54 -55 -56 -57 -58 58 -60 -61 61 -63 leaf_value=-0.10000000000000001 0.097375193629855528 0.045283067929372686 0.062455404579795419 0.094400905971461779 -0.096744892544013764 -0.089248423290309409 -0.073484098235680667 0.079423175541818519 0.065874547104853562 0.074677634390243663 -0.070487369522512403 -0.011904256836835686 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1.0265385403763501 3.858866178430616 47.856737008085474 14.45257497765124 7.5210945084691039 1.0103272967971868 0.87424802873283614 69.388004776090384 3.5595674440264702 4.9361613856162858 4.7255063980701379 0.99351778882555652 4.1403541122563174 31.393553709582193 leaf_count=60650 29 39 162 1317 173 134 129 163 465 70 77 77 27 185 1000 132 117 262 23 31 35 57 510 25 42 70 62 28 170 72 109 117 52 94 79 33 126 117 82 75 39 100 34 76 1506 178 54 98 33 115 766 85 75 62 52 879 103 194 128 47 55 767 internal_value=0.000468075 0.0781046 0.043825 0.0882341 -0.0313026 0.0549309 0.0523649 0.0907653 0.0387684 0.0647343 0.0424535 0.00485942 0.0309853 0.00542892 -0.0582489 0.0294588 0.0615378 0.0657495 0.0393282 0.0289473 0.00549766 -0.0352788 0.0186036 -0.0213607 0.0424842 0.0356816 0.0269185 -0.0695461 0.00489215 -0.0133835 0.0466076 0.0376783 0.0253134 -0.00243148 0.0238292 0.0106507 -0.011097 0.0029508 0.00537575 0.0254229 -0.0147124 0.0168173 -0.0201417 0.0366058 0.0825374 0.0678429 0.0435767 0.0207487 -0.0432012 0.0607247 0.0695005 0.0795188 0.0718644 -0.0745156 -0.0588284 0.083919 0.0499185 0.0432462 0.0331288 -0.065504 0.0631918 0.0575609 internal_weight=2034.21 1147.49 261.737 885.751 26.7155 62.5666 235.022 823.185 94.6809 52.2242 20.8311 9.61444 7.13904 10.3425 18.4596 66.489 140.341 114.935 14.2887 8.2559 5.86529 3.60731 40.7159 4.70824 25.4058 22.1089 17.9274 15.6761 5.74079 4.47354 25.7731 19.5849 13.1602 6.18545 36.0076 17.6103 10.6054 8.20785 2.78346 7.88805 2.46165 6.72918 3.06035 14.867 252.267 21.6797 7.00492 3.99223 2.88995 28.1919 100.646 31.3931 21.9737 14.8452 2.4544 230.587 6.97476 13.2124 9.66167 3.17343 52.7895 35.5339 internal_count=72663 12013 7045 4968 1507 925 5538 4043 2538 440 251 181 104 485 1211 1958 3000 2277 427 296 265 230 1321 204 723 681 611 1090 265 242 637 528 411 256 1117 607 422 296 121 299 114 217 151 460 2726 341 185 131 162 580 1850 189 160 1062 186 2385 155 384 322 179 1084 822 is_linear=0 shrinkage=0.05 Tree=1 num_leaves=63 num_cat=0 split_feature=19 1 16 1 16 7 16 8 18 0 19 19 17 16 31 19 15 34 1 19 1 13 8 36 5 33 7 17 17 1 4 16 8 18 8 15 16 36 3 15 7 4 8 34 1 16 18 32 0 5 18 7 18 0 15 31 36 4 3 18 32 8 split_gain=8072.04 404.466 71.9896 44.2602 41.6463 28.0552 27.6911 26.6229 30.1891 24.2074 21.8261 21.686 38.6637 16.1491 15.1564 15.1499 14.4464 13.5321 12.9955 12.3642 14.4126 15.9844 13.9598 15.2308 19.313 18.9079 13.7409 12.931 11.446 11.8569 11.397 17.9107 12.4009 11.8518 12.4348 13.4292 21.4269 11.3507 11.2646 14.1329 10.3016 17.2475 12.46 10.2235 10.1743 10.1289 10.0778 9.67382 9.52724 9.21626 8.98192 11.3432 14.4432 8.81489 24.3405 9.35009 8.78195 8.7432 11.3477 13.1349 12.5077 12.399 threshold=1.0000000180025095e-35 3.5000000000000004 0.99755874276161205 25.500000000000004 0.99755874276161205 60.500000000000007 1.5680143237113955 1540.5000000000002 13.500000000000002 0.69546890258789074 7.5000000000000009 1.5000000000000002 10.20341730117798 2.0937006473541264 0.014092879369854929 10.500000000000002 15.343137264251711 0.46255114674568182 7.5000000000000009 1.5000000000000002 39.500000000000007 1.0000000180025095e-35 3258.0000000000005 0.0068415848072618255 968.50000000000011 0.0008177126874215902 88.500000000000014 6.8525412082672128 5.2286753654479989 1.5000000000000002 35.500000000000007 1.9053691029548647 2737.0000000000005 7.5000000000000009 2128.5000000000005 8.0050001144409197 1.4388930201530459 0.10535796731710435 7.8911423683166513 6.7788889408111581 20.500000000000004 13.500000000000002 1872.5000000000002 0.47721558809280401 9.5000000000000018 1.1975396275520327 11.500000000000002 3.5552211999893193 0.71708869934082042 2909.5000000000005 18.500000000000004 22.500000000000004 14.500000000000002 0.71336460113525402 13.985294342041017 0.0059679823461920032 0.0014708993257954719 19.500000000000004 4.9163179397583017 34.500000000000007 3.5552211999893193 4061.0000000000005 decision_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 2 2 2 2 2 2 2 2 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 7 6 5 -2 11 -3 19 -10 18 12 44 28 30 43 40 53 -11 20 22 -22 37 25 -25 26 56 -21 -6 -30 31 33 50 34 -5 -36 -37 -9 39 -29 -14 42 -42 -8 48 -16 -15 -7 -4 -46 51 52 -33 54 -13 -55 -24 58 60 -60 61 -35 right_child=1 2 3 14 13 47 15 8 9 10 -12 17 16 46 45 -17 -18 -19 -20 27 21 -23 23 24 -26 -27 -28 38 29 -31 -32 32 -34 57 35 36 -38 -39 -40 -41 41 -43 -44 -45 49 -47 -48 -49 -50 -51 -52 -53 -54 55 -56 -57 -58 -59 59 -61 -62 -63 leaf_value=-0.091845478551948134 0.058719068222838428 0.070255873922962606 0.072344281084692638 -0.014463792743663474 0.083671181480920176 -0.025281342707770157 0.02715168492823182 0.05530647579970719 0.021785225365154752 -0.0044833609025394369 0.074387579051414313 0.054246365510134356 0.049746580028454612 0.071108308370060228 0.019404407749381642 0.074488575863699155 -0.031595125258901985 0.077979079691997244 -0.058925387433849785 0.063930770293322364 0.021840157580098704 -0.095902108537130423 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1655.17 1100.33 153.021 1147.12 278.311 260.669 85.8934 58.9545 813.136 443.973 947.313 508.055 333.98 92.6207 369.163 54.7521 174.775 110.594 11.6899 98.9043 64.0391 12.114 51.925 37.6166 64.181 874.995 426.015 466.373 376.403 68.1124 308.29 105.828 95.7256 16.0435 34.8653 38.8067 30.7196 77.1687 54.557 26.1717 314.57 351.353 41.6815 72.3179 30.1607 153.266 198.086 62.0018 44.6036 28.2263 302.04 96.151 205.889 29.3578 202.463 170.409 33.2771 137.132 129.857 internal_count=72663 12013 10466 7220 1547 400 3777 3246 3175 1312 978 2349 1403 1147 3443 1428 348 946 955 1863 1311 231 1080 804 296 508 419 552 1022 530 3287 2814 775 2039 506 411 115 276 425 410 269 203 120 1376 1055 156 125 125 353 702 701 430 349 815 293 522 347 1533 1357 265 1092 1075 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=63 num_cat=0 split_feature=19 1 16 16 1 12 1 31 9 19 19 12 16 11 9 17 3 8 1 0 12 15 36 32 1 15 15 17 7 19 3 16 36 0 4 1 16 17 31 8 0 16 16 19 1 0 1 36 8 8 1 15 33 1 5 1 17 4 7 7 7 8 split_gain=6745.05 307.522 67.0823 42.6743 41.613 27.5905 26.6168 22.2603 21.7013 20.9174 20.475 19.6645 18.3931 15.7603 14.7893 13.6982 10.9473 10.6851 10.6164 13.7318 10.1077 11.936 15.6608 9.71523 9.59958 11.8844 22.1271 11.2355 11.3301 9.45415 9.34127 10.573 12.2169 10.2703 9.0357 9.03147 8.57012 8.52538 8.48749 13.2 8.47101 8.00457 10.9946 7.93645 7.83113 7.74054 7.67075 7.35047 7.34446 7.2082 6.90107 7.90342 12.0952 17.6705 9.55311 6.81745 8.23524 7.39006 6.73957 6.6997 6.45295 9.3994 threshold=1.0000000180025095e-35 6.5000000000000009 0.86763349175453197 0.94374412298202526 36.500000000000007 1.0000000180025095e-35 1.5000000000000002 0.11452345922589303 7.5000000000000009 24.500000000000004 1.5000000000000002 1.0000000180025095e-35 2.4590674638748173 1.0000000180025095e-35 1.0000000180025095e-35 3.3481972217559819 3.4498615264892583 1799.0000000000002 25.500000000000004 0.69139862060546886 1.0000000180025095e-35 0.58840337395668041 0.0011698118178173902 5.5626702308654794 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1 16 8 4 11 19 7 9 16 19 18 16 4 4 1 0 15 1 15 8 16 0 36 10 18 8 7 1 8 1 4 7 1 32 15 35 8 7 2 19 16 34 4 15 2 16 15 18 19 0 19 7 11 4 2 15 36 4 split_gain=3572.18 131.422 35.8822 25.4311 23.4259 17.1033 12.9207 11.8514 9.80004 9.67704 9.17689 8.82652 8.57454 8.4973 10.2963 12.585 8.42496 8.50624 8.17283 9.43071 6.92746 11.2146 11.1082 7.93846 6.73908 6.57045 5.93348 7.97065 10.9275 8.39797 7.4886 7.67205 6.24606 5.82938 5.61056 8.41826 5.59413 7.47271 5.45935 6.36164 5.29232 5.35965 5.1444 5.82061 5.1117 4.99806 4.94463 4.9363 7.24159 4.89022 4.886 4.85219 8.26559 4.75645 4.73352 6.85629 4.72211 4.66392 5.16487 4.61455 8.19098 6.15465 threshold=1.0000000180025095e-35 6.5000000000000009 0.86763349175453197 36.500000000000007 1.5000000000000002 0.99949577450752269 1407.5000000000002 88.500000000000014 1.5000000000000002 22.500000000000004 22.500000000000004 5.5000000000000009 1.6560016870498659 10.500000000000002 17.500000000000004 0.94869717955589306 19.500000000000004 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126 324 295 361 130 1767 203 1564 1466 155 1311 538 773 135 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=63 num_cat=0 split_feature=19 0 12 16 8 18 16 16 0 18 19 11 19 0 0 36 17 15 2 16 11 19 16 14 19 4 15 8 33 16 16 15 6 0 2 19 18 4 0 33 6 31 6 19 9 2 6 36 16 33 4 8 16 14 17 16 17 11 36 6 0 36 split_gain=2077.91 40.6904 26.688 17.5263 15.9786 14.9353 13.586 10.1954 14.1961 9.24819 14.9794 8.28268 7.76302 7.47567 7.14855 7.1128 6.87509 6.09508 6.08991 5.57029 5.41173 13.0365 5.31933 6.0647 10.0553 6.8787 5.24876 5.60213 7.31411 5.15027 6.63408 5.78641 6.01228 4.9753 6.55974 5.17986 5.05548 6.24995 12.8795 5.58295 6.24327 8.19303 5.34936 4.84752 8.31688 5.41562 5.33891 4.7269 8.99278 8.22909 6.71307 6.17079 5.54929 4.8407 9.85083 4.81874 4.71622 4.68294 4.56214 4.55013 5.37256 4.97675 threshold=1.0000000180025095e-35 0.74271774291992199 1.0000000180025095e-35 0.99949577450752269 1790.5000000000002 13.500000000000002 0.99755874276161205 1.9053691029548647 0.7152080535888673 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0.00092741890694014739 7.5572777404886446e-06 0.78008651733398449 0.035216365009546287 decision_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 2 2 2 2 2 2 2 2 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 -2 29 20 11 47 16 22 14 17 -7 18 -15 -8 -13 26 -18 59 -22 23 -11 25 -25 -5 28 58 30 31 -6 -33 36 -35 -36 37 39 42 40 -20 -42 -39 46 45 -45 -38 51 49 52 -50 -9 -49 -54 -55 56 -51 -12 -28 -3 61 -61 right_child=1 6 -4 7 5 13 9 8 -10 10 57 12 -14 15 -16 -17 19 -19 33 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31 -32 32 -34 34 35 -37 43 38 -40 -41 41 -43 -44 44 -46 -47 -48 48 50 55 -52 -53 53 54 -56 -57 -58 -59 -60 60 -62 -63 leaf_value=-0.061529545178385284 0.046978012350503057 0.054973072785338355 0.061694891502289032 0.0024603840560643887 -0.031930702129540911 0.022452287682132289 0.052393671083049688 0.030424728758546116 0.032124469456335535 0.035562812651981912 0.044576144775746465 -0.0074164545099738681 0.058601134980188069 -0.0379552696345292 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split_feature=19 1 1 19 12 16 31 12 16 16 19 0 11 0 18 7 16 31 1 31 1 16 16 16 15 15 7 15 5 5 6 0 18 8 32 10 15 15 32 32 16 0 18 7 17 32 17 19 11 18 6 5 5 8 4 18 15 16 4 2 4 15 split_gain=1890.42 99.6873 25.7 18.1078 12.9772 11.2427 12.3578 10.5999 11.7568 9.06861 8.82677 8.64959 7.34044 6.93551 6.15126 5.59259 5.32701 5.30822 6.42363 5.17095 5.04853 4.76457 6.55273 7.4605 5.73732 4.73721 8.40584 4.8899 4.7286 6.20556 7.89267 4.68662 7.05173 4.65429 4.64911 4.59563 4.86683 5.90118 4.42103 8.96625 6.64524 5.14895 4.78485 4.33927 6.182 4.66946 6.02069 4.4902 6.36784 4.92245 6.27551 5.84442 4.58493 8.07921 8.2009 4.27517 4.38717 5.48849 4.2609 4.03169 4.03031 4.94118 threshold=1.0000000180025095e-35 2.5000000000000004 15.500000000000002 5.5000000000000009 1.0000000180025095e-35 0.86763349175453197 0.097562313079833998 1.0000000180025095e-35 0.86763349175453197 1.9053691029548647 1.5000000000000002 0.75005722045898449 1.0000000180025095e-35 0.71383094787597667 12.500000000000002 38.500000000000007 0.93056705594062816 7.1628960540692798e-07 36.500000000000007 0.00371195434127003 25.500000000000004 1.6759720444679262 1.3286489844322207 1.1498725414276125 8.0050001144409197 1.0481997728347781 52.500000000000007 8.4316773414611834 1643.5000000000002 1788.5000000000002 0.023029034025967125 0.66390037536621105 9.5000000000000018 2737.0000000000005 2.9976557493209843 1.0000000180025095e-35 2.7633053064346318 5.2268438339233407 3.7529759407043461 5.101508855819703 1.126131057739258 0.71612930297851574 20.500000000000004 89.500000000000014 26.634079933166507 3.5168188810348515 1.5341750383377077 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 1.1501886092446513e-05 2251.5000000000005 4930.5000000000009 2679.0000000000005 4.5000000000000009 12.500000000000002 1.1544230580329897 2.9692879915237431 13.500000000000002 18.500000000000004 10.500000000000002 1.5015151500701907 decision_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 2 2 2 2 2 2 2 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777.203 689.844 675.884 49.5508 707.15 680.086 626.333 640.957 341.444 299.513 87.3587 497.043 39.1286 286.69 527.546 505.942 40.8676 24.0809 119.882 101.329 69.7169 18.5526 210.352 45.8336 164.519 386.06 373.8 366.794 39.078 33.6328 29.2154 36.7273 266.711 76.0667 32.585 247.159 112.529 75.8726 60.8258 134.629 351.971 53.2175 42.1919 25.8049 298.753 135.863 162.89 65.4695 97.4207 57.4818 46.8697 12.2448 98.7872 49.0125 43.7537 249.963 12.6729 107.899 70.32 internal_count=72950 12031 10824 7273 6835 6796 1523 3551 3482 5273 2807 1673 1134 438 1207 675 605 4113 4025 1460 708 1395 1241 839 154 602 169 433 2630 2568 2505 575 476 218 133 1220 390 196 989 509 392 295 480 2454 431 347 247 2023 731 1292 398 894 313 279 125 1160 650 548 472 491 331 232 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=63 num_cat=0 split_feature=19 1 1 16 19 17 16 7 16 19 7 8 1 15 7 19 17 36 18 8 7 7 34 36 8 5 17 18 16 17 19 18 32 18 18 16 10 15 2 8 5 5 7 15 5 36 19 15 19 16 5 2 17 15 2 34 31 8 15 7 7 31 split_gain=1700.21 99.9283 29.7645 17.1462 15.5305 10.0949 8.78096 9.05312 8.62617 7.18831 6.84842 9.72004 6.51208 8.54967 6.13066 6.01366 8.59919 7.40911 8.01595 7.43707 7.56079 7.25948 6.93278 6.79449 7.33721 9.06671 6.72425 7.22358 5.9458 6.40381 5.85055 8.61428 5.75011 5.66006 5.62793 6.8412 6.06572 6.16536 5.44761 5.2807 6.92646 4.9641 5.12057 4.92506 4.55361 5.72609 4.5461 7.79874 4.5126 4.369 4.28467 5.28681 5.57184 4.64669 4.08478 4.03913 4.01197 3.85698 3.80936 3.78879 4.49871 3.67664 threshold=1.0000000180025095e-35 2.5000000000000004 27.500000000000004 0.98127377033233654 1.5000000000000002 1.7727736830711367 0.98127377033233654 13.500000000000002 1.5680143237113955 10.500000000000002 109.50000000000001 2238.0000000000005 1.0000000180025095e-35 12.012499809265138 89.500000000000014 2.5000000000000004 3.396040797233582 0.0020221848972141747 8.5000000000000018 3730.0000000000005 30.500000000000004 38.500000000000007 0.49823655188083654 0.0051094812806695708 1554.5000000000002 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49.1948 121.114 99.6371 196.788 48.7752 106.685 101.967 41.7709 156.908 278.979 142.993 132.623 40.8525 73.1276 92.1141 71.974 41.5767 32.0987 74.1641 24.2781 21.8886 44.1598 38.2058 148.013 30.6998 60.7144 41.7648 35.1637 29.9776 66.0928 137.257 26.0934 47.6959 26.4986 61.8807 47.8991 135.986 internal_count=72703 12029 10821 6299 4522 2780 1208 291 4478 1668 1821 346 917 553 446 2810 2258 1551 996 555 167 786 552 449 406 314 474 420 1742 689 1475 1452 213 2304 1607 700 629 243 960 1225 1069 253 192 388 550 496 666 645 1053 467 877 620 489 456 337 1026 122 519 287 297 235 907 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=63 num_cat=0 split_feature=13 1 2 32 2 1 1 12 6 12 34 11 1 2 0 1 8 33 8 0 7 1 9 1 1 4 4 1 18 0 0 6 12 7 4 31 1 0 6 9 1 6 32 18 4 2 4 1 1 8 34 4 8 4 18 2 4 31 0 8 7 4 split_gain=508.561 200.134 105.927 86.937 45.9519 45.1569 37.8046 22.077 20.9612 18.4662 15.0423 15.0053 14.7438 12.3095 11.6567 9.96369 8.7478 8.26689 8.05542 7.74706 10.7381 7.50779 7.49213 7.24817 8.4129 6.94135 6.76057 6.58583 6.44649 12.1719 5.99191 5.9825 5.90074 5.63112 6.961 6.97219 5.5145 6.36931 5.33239 5.38257 5.20695 6.69655 7.4407 8.61067 6.48716 6.35426 6.29011 5.06326 5.05275 5.01941 5.33418 4.95712 9.28726 8.4617 4.95177 6.51749 4.93542 4.89255 6.45245 6.05435 5.63187 4.84554 threshold=1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 2.0508674383163457 69.500000000000014 27.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.0010230166953988375 1.0000000180025095e-35 0.46801131963729864 1.0000000180025095e-35 1.5000000000000002 1150.0000000000002 0.70478248596191417 22.500000000000004 6055.0000000000009 4.7803562210901882e-06 4708.0000000000009 0.7175426483154298 51.500000000000007 19.500000000000004 6.5000000000000009 8.5000000000000018 10.500000000000002 408.00000000000006 20.500000000000004 5.5000000000000009 3.5000000000000004 0.69139862060546886 0.6451849937438966 6.0346180816850401e-06 1.0000000180025095e-35 12.500000000000002 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131 652 337 159 368 971 376 338 284 194 129 561 175 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=63 num_cat=0 split_feature=19 1 19 16 16 16 10 19 31 1 18 1 31 4 36 3 1 15 3 3 15 19 3 8 34 1 4 4 16 4 16 5 3 4 36 5 19 15 16 35 5 18 15 15 16 18 18 32 18 16 33 32 36 1 4 9 1 33 7 18 9 8 split_gain=1141.19 68.1416 17.7479 16.089 15.6422 14.4203 10.5077 9.67602 9.16458 8.97924 8.16083 7.82033 7.30733 6.62243 7.08084 4.81662 4.7272 5.33773 5.66736 7.64082 5.607 5.0448 5.3388 6.19763 4.59588 4.51688 4.40664 6.6953 4.4065 5.11182 4.38246 10.1169 5.67127 5.85188 4.34544 5.25114 6.03358 4.0748 6.82375 4.03568 3.94987 3.99851 3.9449 3.85979 3.80862 4.74889 4.39137 3.89341 3.73899 4.52393 4.77478 5.58872 6.5048 3.65764 4.11553 7.55265 3.63955 6.9295 5.45412 4.42779 3.83224 3.46438 threshold=1.0000000180025095e-35 4.5000000000000009 11.500000000000002 0.99755874276161205 0.94374412298202526 1.5856374502182009 1.0000000180025095e-35 1.5000000000000002 0.11082806810736658 38.500000000000007 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36 2 32 19 19 8 18 32 12 16 32 33 1 7 32 19 8 8 2 35 33 15 33 32 36 2 7 15 15 4 19 32 2 4 4 4 4 16 18 15 8 8 36 16 18 8 16 33 split_gain=1058.99 65.2882 16.682 16.4519 20.052 17.6679 14.8159 11.7474 10.1785 7.90097 7.34324 6.94183 7.41223 6.64425 6.20127 6.11071 9.6129 7.3782 6.54159 5.86244 5.65047 5.48984 5.27222 4.7703 4.70975 5.61342 5.41039 5.35819 4.7026 4.36497 4.28325 7.01786 4.11466 4.31862 4.01109 8.74389 6.37212 5.96438 3.91217 3.98924 3.8906 3.69891 4.50161 5.55306 6.3009 3.75171 7.4544 3.83802 5.21866 3.60302 3.58476 3.51124 3.53246 3.45116 4.65761 3.65625 4.48966 3.44078 3.43024 4.58378 4.5291 6.15526 threshold=1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.86763349175453197 336.00000000000006 2.5319919586181645 0.93056705594062816 54.500000000000007 3.0930933952331547 0.99949577450752269 0.49964445829391485 2007.0000000000002 3.8547390699386601 1.5000000000000002 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392.121 368.744 286.674 434.714 170.487 347.011 33.9166 421.393 406.071 82.4328 323.638 15.6143 264.227 165.734 230.793 42.175 140.687 19.8662 120.821 11.3905 35.5236 35.0477 66.8185 49.1795 98.8984 27.908 218.453 131.285 28.9047 87.1676 22.196 14.3595 251.151 311.963 104.161 96.1943 82.9577 69.2049 60.9798 38.2231 30.2298 70.9904 22.7566 102.38 13.6219 63.4958 36.8293 29.6912 13.045 38.2134 207.802 110.698 97.1033 36.4057 internal_count=72641 12076 9081 9010 3496 5514 2995 5308 3133 3053 882 4008 1860 2801 1300 2113 2070 463 1607 130 2148 1765 1216 523 1583 271 1312 155 166 750 333 245 938 269 1171 715 208 456 177 124 716 2051 720 643 560 498 412 279 233 669 133 507 122 570 367 271 149 164 1331 616 715 312 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=63 num_cat=0 split_feature=16 1 32 32 4 1 1 15 1 3 34 18 32 1 3 17 16 33 8 16 1 3 16 16 18 8 16 17 0 15 33 16 16 16 11 0 16 1 17 8 0 15 7 4 32 17 3 0 1 7 8 0 0 7 16 33 36 8 17 8 15 7 split_gain=355.083 120.25 76.8209 44.2341 24.632 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143 1182 180 108 726 1629 735 1509 792 717 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=63 num_cat=0 split_feature=19 1 19 12 2 0 16 32 8 1 9 5 0 19 16 1 0 8 16 16 17 5 1 33 16 0 33 36 16 0 4 4 16 7 0 16 1 2 2 2 5 0 36 8 0 36 1 1 7 0 4 19 2 16 16 33 16 19 2 8 1 4 split_gain=651.644 33.3941 12.5983 9.96291 9.08799 8.284 8.03218 7.20398 6.68009 5.97821 5.72924 5.51038 5.33588 5.31804 5.45545 6.16394 4.90713 4.63276 4.37214 4.20207 4.20072 4.263 4.10585 5.23508 4.74242 4.22496 6.48998 4.97477 4.03178 4.01707 3.94808 4.50223 6.08198 4.0448 3.56779 4.39379 4.186 3.65861 5.35823 6.02203 3.4325 3.6768 3.48679 3.33004 4.31311 3.30249 3.25398 3.24497 3.47079 3.22372 3.21112 3.17794 3.14903 3.11795 3.08679 2.95398 5.41425 3.68386 3.49299 2.91934 3.49706 3.24412 threshold=1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 30.500000000000004 0.71612930297851574 0.99949577450752269 2.9199811220169072 1799.0000000000002 16.500000000000004 1.0000000180025095e-35 6014.5000000000009 0.64959812164306652 1.5000000000000002 1.1729229688644411 6.5000000000000009 0.70296096801757824 1424.5000000000002 2.1710938215255742 0.99949577450752269 99.704727172851577 1643.5000000000002 8.5000000000000018 0.0050670348573476085 0.98767763376235973 0.69676589965820324 0.004594021476805211 0.014729249291121961 1.3628750443458559 0.76482009887695324 62.500000000000007 33.500000000000007 1.5527758598327639 8.5000000000000018 0.65856647491455089 1.6560016870498659 20.500000000000004 612.00000000000011 321.50000000000006 421.50000000000006 5422.5000000000009 0.6395397186279298 9.310649602412015e-06 2405.5000000000005 0.69928359985351574 0.020918033085763458 25.500000000000004 1.0000000180025095e-35 7.5000000000000009 0.74930953979492199 187.00000000000003 1.5000000000000002 16.500000000000004 2.2106565237045293 0.90408447384834301 0.0020975201623514299 1.2970388531684878 1.5000000000000002 156.50000000000003 5282.5000000000009 45.500000000000007 13.500000000000002 decision_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 2 2 2 2 2 2 2 2 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 6 -2 43 8 16 -3 13 19 22 28 14 45 -16 -6 -17 47 -9 21 -14 23 -10 25 26 51 49 -11 -18 31 32 33 -15 -23 37 53 38 59 -40 41 -30 -42 50 -45 -8 -38 -12 -49 -27 -4 52 -24 -37 -28 57 58 -50 -57 60 61 -36 right_child=1 2 5 -5 7 -7 9 10 11 12 18 -13 20 30 15 17 29 -19 -20 -21 -22 34 24 -25 -26 27 54 -29 40 -31 -32 -33 -34 -35 35 36 46 -39 39 -41 42 -43 -44 44 -46 -47 -48 48 55 -51 -52 -53 -54 -55 -56 56 -58 -59 -60 -61 -62 -63 leaf_value=-0.054273039274527146 0.039819048014618774 0.029364663315076808 -0.00056254532310915306 0.044246592858921185 -0.025450445298116769 0.038093389253572682 0.031420596025108001 -0.016916728634327662 0.023931519383956421 -0.033389360293110328 0.044026126079065836 0.047394320467471551 0.0443484841085982 0.056004134968887134 -0.018701831287263854 -0.021818877427770195 0.025625867281502242 0.013281933889980578 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13.994258473627267 10.752041138708597 19.944515336304903 10.26637042313814 66.83494777046144 37.661448236554861 10.900347135961054 15.982596103101971 13.129235239699481 46.461785795167089 4.4254903122782698 8.4577960297465307 12.109461199492214 23.530731476843357 10.474228197708724 23.37014476954937 91.690584424883127 16.839465882629156 28.876402106136084 9.5004313364624959 27.145132528152317 4.7980351769365397 4.3638471653684965 6.5190707556903353 17.154260174138475 8.5490108812227827 17.398438475327566 13.19534282945097 10.806915635243056 9.8573791179805976 19.812268659472466 34.444065685383976 60.891778258606791 153.59711708361283 7.2155525051057321 23.006623164750636 8.7610506899654848 8.6243226528167742 10.772576056420801 4.124734725803135 5.0737330969423047 4.728410966694355 5.3664631191641075 4.9131467081606388 14.657234962098299 65.140823636204004 21.040796104818583 33.887375080958009 6.3109309929423025 9.9263590537011606 11.1256867358461 10.85330184176564 5.3645734060555696 4.1570810191333285 7.4443522142246383 14.060080781579016 46.626566968858242 7.8720401795580983 24.881460991688073 8.009250642731784 44.350004615262151 leaf_count=60781 571 134 82 87 54 329 220 69 195 174 184 31 50 54 146 96 114 633 83 115 93 222 116 102 141 490 228 836 119 60 74 87 238 293 1441 93 202 41 83 86 47 66 85 77 49 109 903 99 175 128 49 216 420 72 17 61 47 208 44 180 147 347 internal_value=-0.000547393 0.0159983 0.0111398 0.00929905 0.0282619 0.0281892 0.00851221 0.0233174 -0.00319963 0.0104477 0.0268222 -0.0072817 0.0067168 0.0157171 0.0100166 0.00436948 0.00486326 0.0096833 0.0303626 0.00953406 0.00844307 0.00923265 -0.00953861 0.010679 -0.0142741 -0.0109464 0.000717972 -0.0222166 -0.0106452 0.0139691 0.0231181 0.0254794 0.021441 0.0296123 0.00846494 0.00714592 -0.00171497 0.0105921 0.00948011 -0.0157602 0.000364785 0.0127471 -0.0251871 0.006807 -0.0164513 0.0235838 0.00213567 0.0326739 0.0286455 -0.00719452 0.0183691 -0.0132461 -0.0277688 -0.0286959 0.030146 0.0322077 0.0186361 0.0371594 -0.00193011 0.011601 0.00964663 0.0109572 internal_weight=1832.67 1401.16 1003.58 905.784 397.585 97.793 885.839 278.453 125.632 760.207 234.009 111.638 445.078 315.129 178.014 125.696 44.4434 102.165 194.232 39.7767 404.827 395.326 107.212 20.3464 86.8658 80.3467 39.4831 40.8636 40.2515 34.1771 137.115 127.258 107.445 73.0012 386.868 359.723 100.728 258.996 250.235 19.3969 27.1222 18.2691 8.85315 30.958 10.2796 52.3187 88.1474 177.393 130.931 23.4652 20.6784 26.777 15.6513 12.5801 12.7061 109.89 29.3765 80.5139 15.3164 230.838 205.956 197.947 internal_count=72793 12012 10128 9542 1884 586 9455 1313 3054 6401 1085 2920 4451 1950 1204 875 228 729 901 184 3960 3867 2889 297 2592 2451 997 1454 491 174 746 672 585 347 3817 3595 1270 2325 2284 169 317 185 132 257 126 329 1105 818 634 618 131 752 536 165 245 535 152 383 105 2115 1935 1788 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=63 num_cat=0 split_feature=19 1 19 12 16 16 12 16 8 6 0 33 8 0 33 0 8 8 19 3 4 1 0 6 31 0 4 36 16 16 6 0 6 15 7 16 1 1 8 16 0 15 8 36 36 4 33 1 4 4 33 0 15 9 17 15 0 4 31 7 8 31 split_gain=600.735 30.6383 12.6014 8.24272 9.50112 8.69871 8.07781 6.27988 6.50577 5.70385 5.58865 4.95316 7.23026 4.8714 5.90833 5.80035 4.65691 4.62704 4.62402 7.65833 6.11051 4.10139 4.49896 4.04941 4.4692 5.75214 4.40501 4.85099 4.32207 4.02426 3.97437 3.55227 3.62077 3.52698 6.6567 3.50799 4.1804 4.81458 5.53125 4.21966 4.65732 3.76199 10.2173 3.48859 3.47813 3.79562 5.10529 5.5637 4.38941 5.14597 3.95698 4.72987 3.78011 4.32729 3.43647 3.37367 3.34099 3.26207 3.25775 3.24666 3.20724 5.59114 threshold=1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 0.99983397126197826 1.5856374502182009 1.0000000180025095e-35 0.99949577450752269 1830.5000000000002 0.075698308646678938 0.71383094787597667 4.7803562210901882e-06 3028.5000000000005 0.69676589965820324 2.4315065729751954e-06 0.74930953979492199 1771.5000000000002 2405.5000000000005 1.5000000000000002 3.4498615264892583 38.500000000000007 16.500000000000004 0.64959812164306652 0.010662743821740152 0.00024175861472031104 0.69049263000488292 1.0000000180025095e-35 3.0362452889676209e-05 1.6973278522491457 1.3628750443458559 6.0165323247929345e-06 0.65782737731933605 3.1453524570679299e-05 1.6375218629837038 12.500000000000002 1.2262758016586306 46.500000000000007 20.500000000000004 1631.5000000000002 1.2458654642105105 0.65993309020996105 10.669540405273439 2016.5000000000002 0.016413534991443161 0.071165069937706008 1.5000000000000002 1.734139061682072e-06 28.500000000000004 12.500000000000002 8.5000000000000018 6.0527399909915411e-06 0.70158386230468761 2.2316637039184575 5.5000000000000009 77.322280883789077 2.6489996910095219 0.71902084350585949 8.5000000000000018 4.298389058021713e-06 29.500000000000004 1488.5000000000002 0.010635156184434892 decision_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 2 2 2 2 2 2 2 2 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 18 7 8 -3 30 17 12 16 14 -10 -15 -7 -4 19 -6 -20 23 29 24 25 31 -27 28 -28 -23 -2 -9 -33 -21 -35 41 37 38 -37 -39 -41 60 -43 57 45 46 47 -42 49 -47 58 -52 53 -48 -19 -51 -13 -17 -50 -53 -24 -62 right_child=1 2 10 -5 5 11 -8 21 13 -11 -12 56 -14 15 -16 43 -18 54 20 33 -22 22 35 -25 -26 26 27 -29 -30 -31 -32 32 -34 34 -36 36 -38 39 -40 40 44 42 -44 -45 -46 48 52 -49 50 55 51 59 -54 -55 -56 -57 -58 -59 -60 -61 61 -63 leaf_value=-0.054016480375598364 0.039711684140648094 0.029641149814288528 0.023668203814455144 0.050452596749649442 0.040727610492917871 0.010165586335857053 0.04317018869629103 0.012011580758439533 -0.027385143385138595 0.04511592147650173 0.035607881026176201 0.0026545718832797398 0.03592050405630403 -0.030140736511794542 0.012916525393899961 -0.0027643735287672271 -0.028595496713795673 0.0067643216569509531 0.047652989686347354 0.0028638924574959216 0.018959063602621354 -0.033087577266651215 0.053899932807726786 -0.0052404855930188949 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12.459473825991152 12.097879178589208 9.8102757614105922 63.840925129130483 13.978074435144661 11.821885637938975 35.226607299409807 36.626692634774372 4.6192613411694747 16.175425641238689 5.3427111301571113 78.822445292025805 28.865218833088875 24.265949171036482 12.812152579426764 5.7495656721293917 24.25710716098547 123.64958444796503 13.229739354923366 15.4576608017087 27.50425810739398 8.9361873585730773 26.282999981194735 70.753447889816016 11.796777084469797 8.1542518939822894 19.254851043224335 31.313361801207066 7.7063981033861628 7.5667274948209515 5.2886025607585898 31.720751363784075 20.158792052417994 4.7191592268645755 6.7876028604805452 7.3881348362192512 4.6098118897061786 14.058912051841615 56.863056701608002 10.015828056260945 9.566675757057963 7.1981215672567478 4.5391979515552503 9.761380501091482 11.753050131723286 15.490145625546573 8.006705407984553 4.121911745518446 7.7082779835909605 53.081640567630529 4.3489843895658851 28.716008546762168 7.8496839422732583 100.12609466165304 7.8013981822878113 leaf_count=60781 34 136 113 142 270 73 70 84 410 50 323 73 49 1262 694 126 96 65 317 137 107 174 31 195 726 74 94 219 70 317 595 88 57 99 140 98 155 58 282 155 58 53 120 221 88 698 118 128 84 55 116 90 125 64 56 137 250 46 206 83 852 106 internal_value=-0.000545395 0.0152974 0.00988709 0.0256491 0.0238793 0.0275674 0.00790015 0.00719093 -0.00387534 0.0091812 0.0275394 0.0159168 0.00264314 -0.00827374 0.00290998 -0.0194391 -0.0100266 0.00848356 0.0328962 0.0268861 0.0408987 0.00898356 0.00607115 0.0141527 0.0162795 0.00827727 0.0168428 0.0102775 0.0265093 -0.0101114 0.00466645 -0.00893498 -0.0220162 0.016809 0.0247691 0.0076666 0.00442255 0.00548422 -0.0106151 0.00834741 0.00942578 0.0144841 -0.00980367 0.00832497 0.00707487 0.00522578 0.0173269 -0.00770099 0.000921716 -0.00786049 0.0102195 -0.00339469 0.0279959 0.0124277 -0.0196989 -0.0372589 0.0244029 0.0264954 0.0213507 0.010766 0.0175128 0.0155744 internal_weight=1772.85 1367.64 898.194 469.443 438.178 350.284 807.322 791.409 110.328 87.8943 90.8717 109.932 42.8724 97.5292 48.7246 48.8047 31.0505 27.0308 240.352 137.263 103.088 681.08 435.635 245.445 221.188 97.5383 65.1278 51.8981 24.3938 39.0952 78.084 32.4105 19.951 79.4334 50.5682 396.54 268.687 261.121 39.4271 221.694 216.405 127.853 14.1757 13.5781 196.246 182.187 47.7985 14.2858 134.389 69.1105 65.2782 29.3641 33.5127 18.0225 9.46462 12.2475 67.0597 8.96825 35.9141 19.6027 113.677 107.927 internal_count=72793 12012 9580 2432 2290 1611 9023 8953 2895 679 557 541 218 2759 1104 1655 169 234 1070 646 424 6058 4451 1607 1412 686 457 383 164 491 629 229 145 376 239 3960 2798 2643 380 2263 2205 1162 173 393 2050 1962 493 186 1469 890 579 289 307 182 121 192 323 172 290 173 989 958 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=63 num_cat=0 split_feature=19 1 19 18 16 16 17 5 16 8 8 31 31 17 1 19 16 4 17 18 5 9 4 4 0 8 7 2 8 18 0 0 1 17 32 5 7 0 32 17 15 1 0 12 8 4 2 16 0 2 32 31 16 7 17 9 17 2 15 7 5 19 split_gain=574.832 25.3833 13.6649 11.7074 6.73675 8.39267 6.53136 10.3605 6.22209 5.83075 4.89496 4.83562 4.41066 4.30188 7.04393 5.47632 5.85733 5.63627 5.25133 5.13853 8.08922 7.53547 5.71417 7.53926 5.1322 5.02981 6.08431 4.49768 4.18001 4.09294 3.97934 3.96798 3.94982 4.94618 4.24778 3.8572 3.85641 3.83662 3.77744 3.75761 5.05089 5.68996 3.61179 3.59222 4.76283 7.28127 3.77052 3.57343 3.55794 3.49737 5.33687 3.49164 4.93987 3.38862 3.27699 3.42405 3.23515 3.1794 3.79455 3.17541 3.15688 3.1332 threshold=1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 9.5000000000000018 0.94869717955589306 1.5856374502182009 3.4967733621597294 3972.5000000000005 0.99983397126197826 2604.5000000000005 1816.0000000000002 3.7837413628949439e-06 0.00021647655376000333 7.4128816127777108 30.500000000000004 10.500000000000002 1.0718141198158266 36.500000000000007 11.714131355285646 8.5000000000000018 2783.5000000000005 2.5000000000000004 62.500000000000007 34.500000000000007 0.71431159973144542 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352 279 114 427 328 877 695 564 454 285 436 1127 122 1005 839 166 354 1545 648 473 441 897 372 175 724 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=63 num_cat=0 split_feature=19 1 19 12 19 2 7 1 15 0 34 18 0 33 15 2 6 12 0 18 5 8 1 2 5 1 17 9 18 31 18 31 18 2 17 0 0 5 31 2 0 34 17 2 8 8 18 5 33 15 18 17 17 8 33 19 36 0 15 33 9 9 split_gain=400.988 23.5053 8.17944 7.05069 8.17657 12.1012 6.82282 6.32632 6.14107 7.57286 5.83979 5.22978 5.14759 5.12708 4.78957 4.59688 3.6976 3.49004 3.40495 3.25945 3.11323 4.6893 3.24651 3.08503 3.07416 3.0233 3.02216 3.41753 5.29775 2.93345 2.91822 2.92579 2.85437 3.10981 4.76145 3.08262 2.78333 2.75093 2.77936 5.36404 2.71993 3.52185 3.92629 4.79849 3.20834 3.79861 2.63438 2.57093 3.15392 4.7028 4.46905 6.81287 7.87613 5.17498 5.04194 4.15981 3.70358 4.56748 3.3839 4.87445 4.23241 6.37667 threshold=1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 210.50000000000003 61.500000000000007 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0.65192604064941417 6.5060975551605233 0.00033579842420294886 2.5000000000000004 6.5000000000000009 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 2 2 2 2 2 2 2 2 2 2 2 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 4 5 6 7 46 15 19 23 17 32 -14 16 -4 -8 20 29 -10 21 -3 37 -11 -22 -24 -6 28 -28 -18 -17 -32 33 -9 -35 36 -34 38 -23 -40 41 42 -29 44 -44 -46 -2 -26 50 -50 51 52 54 -53 58 -51 -52 -58 59 -49 -60 -62 right_child=1 2 8 -5 26 -7 14 12 9 10 -12 -13 13 -15 -16 30 18 -19 -20 -21 24 22 25 -25 47 -27 27 40 -30 -31 31 -33 35 34 -36 -37 -38 -39 39 -41 -42 -43 43 -45 45 -47 -48 48 49 55 56 53 -54 -55 -56 -57 57 -59 60 -61 61 -63 leaf_value=-0.05304601162767375 0.035493772783665931 0.024897008766098946 0.04047315648118293 0.045064229700214599 0.043826869272630492 -0.036058120707695256 0.018378224379418301 0.046126819142191411 -0.031907985926571202 0.054463925889309595 0.059155093540836326 -0.0032780422083918794 -0.029373458658739911 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shrinkage=0.05 Tree=36 num_leaves=63 num_cat=0 split_feature=19 1 12 19 16 11 11 16 19 2 2 8 7 18 31 8 0 5 5 31 9 2 19 0 16 0 1 7 17 17 17 33 18 33 33 33 16 18 18 33 2 2 31 5 2 18 19 5 5 1 17 0 17 8 18 16 9 18 16 1 17 0 split_gain=371.065 21.1961 9.58316 9.65681 7.04728 5.86504 5.83213 4.96799 4.83552 12.5776 5.66229 4.8025 5.10367 4.28284 3.89682 3.8927 5.32267 3.81914 3.57927 4.23093 3.36599 3.2156 3.07317 4.17393 3.39195 3.16544 3.06215 3.99466 3.49462 3.45156 3.3762 4.09248 2.96828 2.95606 2.86836 3.86161 2.84784 2.79728 2.7467 2.74361 3.53463 5.45478 3.08935 3.35497 3.43418 2.7386 2.71674 2.70226 2.81784 3.82323 2.5737 4.08067 4.19316 3.55739 3.89772 5.66515 3.661 3.52813 3.39708 3.30319 3.00095 4.92469 threshold=1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.99983397126197826 1.0000000180025095e-35 1.0000000180025095e-35 0.95474797487258922 1.5000000000000002 210.50000000000003 33.500000000000007 2175.5000000000005 18.500000000000004 9.5000000000000018 0.030983542092144493 1272.5000000000002 0.73517227172851574 4417.5000000000009 2287.0000000000005 0.0042137547861784705 1.0000000180025095e-35 75.500000000000014 13.500000000000002 0.7209606170654298 0.90408447384834301 0.77469253540039074 30.500000000000004 26.500000000000004 3.3481972217559819 7.7171776294708261 22.564919471740726 0.0011306082597002389 10.500000000000002 5.8856139730778531e-06 0.0018752759206108751 0.0010520659270696344 1.1557172536849978 8.5000000000000018 8.5000000000000018 5.2694498663186102e-05 273.50000000000006 130.50000000000003 0.00011409690705477261 3964.5000000000005 51.500000000000007 48.500000000000007 3.5000000000000004 3231.5000000000005 2804.5000000000005 19.500000000000004 2.9447655677795415 0.69676589965820324 4.2500202655792245 3283.5000000000005 3.5000000000000004 1.3860672712326052 7.5000000000000009 3.5000000000000004 1.1975396275520327 7.5000000000000009 2.13494884967804 0.67268562316894542 decision_type=2 2 2 2 2 2 2 2 2 2 2 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2 19 2 5 32 9 1 2 0 0 36 7 32 2 4 2 32 32 4 32 18 1 16 31 7 16 4 9 7 32 16 5 5 16 36 36 7 split_gain=345.13 18.8858 10.5747 12.0814 7.62312 5.60844 5.08538 4.51305 5.7364 6.64872 4.18687 4.51548 3.5241 3.89371 3.49469 5.15544 4.28132 8.88338 3.49455 3.46726 4.18284 3.59772 3.51497 3.49981 5.57401 3.43305 4.02985 7.26029 3.32512 3.26488 5.15191 3.82568 5.40442 3.65123 4.54031 3.23793 3.1044 4.25575 2.94538 3.2914 3.01009 2.94228 3.12293 2.9135 3.09781 3.01514 2.91206 2.90473 4.1087 2.89621 2.84849 2.87021 2.77078 5.39955 3.33599 2.98318 2.75056 3.50213 2.70812 2.70372 2.67959 2.53684 threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.53643921017646801 0.49934445321559912 9.5000000000000018 0.99983397126197826 30.500000000000004 1.5000000000000002 39.500000000000007 2.9447655677795415 72.500000000000014 0.99949577450752269 1.9974078536033633 0.71612930297851574 6.5000000000000009 798.50000000000011 162.50000000000003 0.76135635375976574 11.500000000000002 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23.9742 8.78669 55.5107 24.6699 21.0834 internal_count=72563 11991 11117 2144 8973 8869 874 686 386 314 250 7957 5941 5752 5683 1925 1765 942 161 160 2016 1761 781 823 632 136 188 5600 1701 666 1035 404 262 131 912 171 148 976 543 433 3899 3207 812 692 221 471 2395 2316 1738 578 466 236 1502 217 1451 1004 754 250 156 499 232 255 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=63 num_cat=0 split_feature=19 1 16 16 16 12 8 34 32 16 8 32 16 15 1 36 31 1 19 33 18 10 18 32 19 8 1 15 1 18 18 18 5 5 16 15 31 7 16 16 19 15 5 8 7 15 3 7 17 18 7 7 32 7 7 18 18 33 18 33 7 7 split_gain=265.47 13.1149 7.70173 10.3252 7.22599 8.75462 6.20842 5.33129 4.99702 4.63469 4.05442 4.00222 3.76616 3.68222 3.58307 3.56018 4.57985 3.55623 3.35634 3.30014 4.04462 3.21591 3.76197 2.9491 3.96076 2.90898 2.88394 3.56089 2.75253 3.287 5.31079 2.6788 2.62534 2.5889 2.52266 2.47919 4.32476 4.16001 2.66389 3.23493 2.6224 4.37901 3.91066 4.41302 3.57199 3.47586 2.99671 2.98324 2.85268 3.45715 2.78488 3.41021 2.77201 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478 414 324 2421 1280 1310 1218 1054 916 874 1111 230 4294 3829 465 372 193 169 3660 3564 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=63 num_cat=0 split_feature=19 12 1 19 34 7 16 16 31 11 16 34 8 16 8 0 4 0 17 7 18 36 33 33 15 4 19 8 5 33 1 18 0 1 8 0 33 19 34 16 8 15 4 4 16 18 33 8 0 8 0 17 4 7 16 18 33 7 8 1 31 1 split_gain=228.326 11.3923 8.66816 6.80549 8.49656 4.97702 5.97347 6.35963 4.94402 4.91205 4.19187 3.96199 3.96023 3.93334 3.72606 3.59829 3.51814 3.44345 4.94503 4.23417 4.48454 4.86406 3.52096 3.37433 2.96289 2.93835 2.87824 2.83662 2.82881 5.06029 4.1977 2.99759 2.70255 2.59709 2.4842 2.9175 2.42968 2.63857 2.37525 2.3352 2.3098 2.96744 3.2752 2.55999 2.20149 2.17228 4.37819 3.41363 2.05713 2.64386 4.98015 2.46471 2.08232 2.05608 3.83979 3.78519 3.29641 4.2192 3.55909 7.00018 5.53795 3.74504 threshold=1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 0.52531525492668163 68.500000000000014 1.7503993511199953 0.84198671579360973 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2238.0000000000005 27.500000000000004 5.8137638916377916e-05 28.500000000000004 decision_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 2 2 2 2 2 2 2 2 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 5 6 7 8 32 10 12 26 16 34 28 33 -4 18 -9 20 36 -22 -21 -17 38 -18 45 48 29 -7 -30 -32 -2 -8 53 44 37 -20 40 -23 -11 42 -42 -43 -36 46 -5 -47 49 50 -15 -51 -50 54 55 56 57 -12 61 -60 -61 -59 right_child=1 -3 9 11 -6 14 15 17 -10 24 13 -13 -14 27 -16 23 25 -19 19 22 21 39 -24 -25 -26 -27 -28 -29 30 -31 31 -33 -34 -35 35 -37 -38 -39 -40 -41 41 43 -44 -45 -46 47 -48 -49 52 51 -52 -53 -54 -55 -56 -57 -58 58 59 60 -62 -63 leaf_value=-0.051982334981291844 -0.0030705975323648046 0.041297346094850314 0.023313036678394791 -0.0014458437930340532 -0.03596297774015255 -0.057970946680125285 -0.048900645854127262 0.04330898502704994 0.0418462859865208 0.042496573688378676 -0.042742684967595583 0.049180929444697263 -0.014305634322735867 -0.0037325259297552186 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num_cat=0 split_feature=19 12 16 16 1 0 8 5 19 18 33 15 0 19 4 19 4 18 17 17 19 7 15 1 19 17 17 16 8 7 34 0 16 36 36 35 17 4 32 33 17 15 4 0 33 1 9 8 16 33 31 7 33 36 15 18 0 0 17 8 8 31 split_gain=210.666 9.70151 8.66007 9.25076 8.52147 4.90576 4.73275 4.07261 4.0421 4.27983 3.21163 4.57269 3.77031 3.17462 7.47608 5.15529 4.73434 5.34967 3.73312 3.14612 4.39832 3.97649 3.5247 2.83518 2.76372 2.94118 4.41487 4.12908 2.87941 2.73806 2.70982 2.59112 4.97748 4.20036 6.1128 5.20526 3.23326 4.29453 3.36861 3.1884 3.00251 2.90754 2.73528 7.16184 3.28031 3.77514 2.58582 3.9601 2.79629 2.56452 2.53423 7.805 4.07653 3.98786 4.67856 3.21561 4.27283 3.36457 2.52333 2.5213 7.34616 3.06493 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.99949577450752269 1.5527758598327639 8.5000000000000018 0.80866622924804699 2254.0000000000005 6295.5000000000009 3.5000000000000004 14.500000000000002 0.00029310035461094236 16.25657939910889 0.72954177856445324 10.500000000000002 83.500000000000014 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543 338 205 5523 3336 239 187 3097 1288 1809 649 236 639 312 243 2187 1394 1251 143 1191 413 176 128 136 221 3828 3505 3438 3398 3341 3277 3115 446 396 2669 182 217 179 135 323 273 237 204 183 194 956 861 660 278 181 235 112 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=63 num_cat=0 split_feature=19 12 19 34 18 34 17 0 2 19 0 6 7 15 9 7 19 1 10 17 17 0 32 17 17 7 2 32 32 17 1 0 36 10 2 35 36 18 32 32 2 17 36 31 2 0 0 19 7 15 2 17 0 10 15 35 1 1 35 32 32 1 split_gain=135.601 7.90966 8.35275 5.85637 5.88972 5.77953 4.03916 3.55577 3.30389 4.0641 3.26019 3.21463 3.00317 2.92788 4.92225 4.46955 4.42961 4.28009 4.16875 4.25708 4.91291 3.10085 2.86738 4.68721 4.07431 4.1711 4.34185 4.31505 8.4799 3.27191 2.69811 4.55609 3.81577 3.21022 3.12519 2.51517 2.38943 2.37058 2.36508 2.53958 3.08589 2.70632 2.34544 2.93515 2.4637 2.622 2.30457 3.73925 2.60526 2.51417 2.25244 2.39455 2.78755 2.23599 3.33324 2.20399 2.18329 2.14347 3.75081 3.92575 4.54143 2.98022 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.52964901924133312 20.500000000000004 0.49959962069988256 6.7298219203948983 0.78008651733398449 203.50000000000003 5.5000000000000009 0.77629280090332042 0.03812063671648503 36.500000000000007 13.985294342041017 10.500000000000002 5.5000000000000009 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3.4440877437591557 6.997901678085328 0.72588157653808605 1.0053574442863467 1.340002775192261 1.4644599556922915 13.500000000000002 234.50000000000003 2.7669528722763066 2.9199811220169072 7.4128816127777108 14.500000000000002 0.73943710327148449 0.011741415597498419 1.0000000180025095e-35 82.500000000000014 0.03637566231191159 0.014729249291121961 7.5000000000000009 3.6336457729339604 3.3374512195587163 116.50000000000001 16.48219203948975 6.0246031807764675e-06 0.00022950510901864621 421.50000000000006 0.78960418701171886 0.74620437622070324 11.500000000000002 26.500000000000004 12.775985717773439 23.500000000000004 3.8749305009841923 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1996 1873 221 136 2517 2440 1865 1814 559 143 416 189 1711 1421 130 225 143 114 667 585 335 288 180 135 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=63 num_cat=0 split_feature=16 17 32 12 0 12 4 34 16 32 8 31 34 9 35 5 31 5 5 8 32 1 4 0 1 34 5 7 18 36 18 8 1 7 2 2 1 18 17 18 33 32 7 1 33 2 2 33 7 2 36 16 16 1 8 18 8 1 7 2 10 17 split_gain=37.2929 9.45776 8.8561 6.93938 6.78189 5.21462 4.91282 4.35945 4.06589 3.67348 3.49653 3.47403 3.42975 3.33529 6.80665 4.39247 5.83855 4.16318 4.00453 3.7042 3.42115 3.29664 3.12062 2.93901 2.80941 2.84676 2.80658 3.43676 2.74321 2.91861 2.82415 3.18684 3.02036 2.77912 2.63857 2.7255 4.10964 4.46858 3.59775 4.90255 5.15326 4.55768 3.3667 3.32518 4.07654 3.01152 4.33484 2.93242 4.43917 3.66382 2.94427 2.90055 2.87826 2.77298 3.61566 3.21175 3.04914 6.56619 3.51165 3.26437 3.96716 2.72741 threshold=0.78038880228996288 7.4128816127777108 1.1051870584487917 1.0000000180025095e-35 0.79950332641601574 1.0000000180025095e-35 172.50000000000003 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31.8589 146.538 4.91524 19.0928 13.3212 61.5664 53.3478 48.4279 8.21857 5.30876 48.1041 22.1896 25.9145 19.4781 141.623 137.759 3.86372 31.9947 105.765 103.734 73.3764 71.9054 133.236 37.5469 95.6886 74.3199 21.3688 68.1893 14.9599 6.13052 13.0023 internal_count=72695 36362 36333 34357 2368 29049 1434 27615 5308 1976 33994 14539 4317 755 437 383 26860 24049 19998 632 19366 15271 12049 356 11693 8037 2811 2793 3656 3167 3113 1974 4051 358 199 134 4095 2976 2783 1119 685 3222 1105 2117 1690 3693 3500 193 778 2722 2709 2922 2910 5777 2138 3639 2506 1133 2133 252 373 669 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=63 num_cat=0 split_feature=16 2 33 17 17 4 0 4 17 5 4 17 8 1 18 5 36 8 4 16 18 2 0 35 0 34 16 14 6 14 2 16 14 2 32 32 18 36 8 36 1 18 4 4 36 8 1 32 2 14 16 14 16 16 32 16 0 8 17 32 36 8 split_gain=23.1397 10.3351 4.50124 4.28517 4.57041 3.868 3.75102 4.10473 7.09529 5.6294 4.20496 4.1706 3.54486 5.04275 4.28932 3.50315 4.37941 3.26677 3.22387 3.10008 3.96878 4.36443 3.95265 4.19619 3.10004 3.09715 3.01418 3.36614 2.98858 3.60248 2.94704 3.34387 4.08302 3.1294 2.63762 4.03759 2.62045 2.61176 3.20723 2.72542 2.49352 4.05967 3.47376 2.5422 2.47041 2.45913 2.37906 2.35458 2.31115 2.26096 3.17101 2.88373 2.26033 2.25073 4.95304 4.14613 3.1029 5.35857 3.13177 4.98533 4.9426 3.37715 threshold=0.86763349175453197 64.500000000000014 0.00067892798688262712 1.0373247265815737 1.0725734829902651 1.0000000180025095e-35 0.71612930297851574 26.500000000000004 7.5592894554138192 2440.5000000000005 16.500000000000004 8.0674519538879412 2845.5000000000005 9.5000000000000018 4.5000000000000009 1691.5000000000002 0.094013389199972167 4254.5000000000009 14.500000000000002 1.0718141198158266 14.500000000000002 123.50000000000001 0.79950332641601574 0.03637566231191159 0.73452186584472667 0.49823655188083654 1.480901896953583 3.65057384967804 0.0014663257170468571 3.2384861707687382 81.500000000000014 1.2875040769577029 4.135134458541871 102.50000000000001 1.7795782685279848 1.8133502006530764 7.5000000000000009 0.0034682155819609766 2254.0000000000005 0.0039960909634828576 28.500000000000004 12.500000000000002 31.500000000000004 17.500000000000004 0.10535796731710435 1701.0000000000002 38.500000000000007 1.8027088046073916 2672.5000000000005 2.6735538244247441 1.9366058707237246 1.8688347935676577 1.0185971260070803 1.9053691029548647 4.8506186008453378 1.8249204754829409 0.71383094787597667 2149.5000000000005 3.7028172016143803 2.8523025512695317 0.0011214356636628511 2856.5000000000005 decision_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 2 2 2 2 2 2 2 2 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 28 3 5 -5 47 34 8 10 -9 30 -10 14 18 -13 -16 -17 -3 -14 20 21 44 23 46 -15 -11 40 37 29 -1 31 32 -8 -32 -6 -36 -7 38 -28 -39 -21 42 -42 -43 -4 -29 -22 49 -41 50 51 -2 -23 54 55 56 58 -58 60 -60 -37 -61 right_child=2 17 19 4 6 36 7 9 11 25 -12 12 13 24 15 16 -18 -19 -20 26 22 52 -24 -25 -26 -27 27 45 -30 -31 33 -33 -34 -35 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31.5144 8.86693 22.6474 22.1515 18.8667 7.79129 37.1463 60.397 33.729 17.4764 13.1454 4.34607 231.888 172.51 167.512 158.902 5.6725 153.229 99.9922 53.237 77.8047 internal_count=72695 36362 36333 24898 15509 9389 15369 5741 5219 522 3687 1532 1438 523 915 863 772 2368 208 11435 4048 2153 1895 1767 315 438 7387 2873 33994 2875 3668 3465 1820 203 9628 8878 1554 2332 625 1707 4514 1677 700 977 1988 541 783 7835 1613 7508 3620 2276 165 8750 6147 6081 5834 190 5644 3090 2554 1897 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=63 num_cat=0 split_feature=19 19 17 16 7 8 1 4 5 17 18 5 15 17 6 10 36 1 17 11 7 18 8 8 0 1 16 15 17 5 7 4 0 36 15 15 0 4 7 1 15 16 18 4 17 8 17 0 16 36 18 4 18 16 10 8 15 0 4 16 36 16 split_gain=87.8367 3.2582 5.62914 2.95114 3.12782 4.62659 4.15903 3.7172 3.6839 5.98476 3.6077 3.50077 3.443 3.46456 4.04887 3.33518 3.18769 2.98633 2.77917 2.77277 3.07186 3.65767 2.37317 4.42141 3.08231 2.68534 3.68966 2.35086 3.1574 2.26617 2.94728 2.73167 2.12935 2.08115 1.95991 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16 1 8 4 16 4 33 1 2 14 8 19 1 14 14 16 16 16 8 2 2 0 17 17 19 14 14 8 2 16 8 36 1 31 35 0 14 35 18 36 split_gain=62.5654 3.95306 5.03669 7.95819 3.55634 3.20859 3.11648 4.82049 4.71823 4.16301 4.12859 3.0501 3.96181 2.85738 2.80838 2.36606 2.69605 2.3284 5.85008 3.63311 2.60039 2.26545 2.64898 2.23287 2.23193 2.53725 3.00101 3.62434 3.04399 2.22892 2.95921 2.48947 2.88166 2.22412 2.18772 3.71285 3.65697 3.03351 5.52522 5.50666 2.77598 2.75001 3.37278 4.0084 3.12071 3.89791 2.67603 2.51455 4.19335 2.35985 2.26245 3.50312 3.22834 6.43114 3.16133 2.61482 2.58479 2.79141 2.44963 3.0584 2.87427 3.2279 threshold=1.0000000180025095e-35 2.5000000000000004 0.49613974988460546 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 0.73222541809082042 1671.0000000000002 99.704727172851577 10.500000000000002 177.50000000000003 0.12969794869422915 0.78671583533287059 3.8286455037450659e-06 0.7114849090576173 203.50000000000003 0.75734329223632824 0.69718360900878917 15.500000000000002 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543.878 201.419 114.407 91.181 87.0118 23.2262 488.082 484.611 17.8144 16.7425 70.9766 21.9018 55.7955 31.3996 19.0977 12.3019 20.4227 10.556 10.6371 49.0748 36.6354 31.3469 27.0148 19.9598 74.4385 44.6758 29.7627 15.5582 9.42931 464.188 161.984 302.203 29.3679 25.2328 15.1287 10.1042 96.5199 90.674 70.3127 48.284 44.7519 272.836 27.7788 16.5383 71.5158 201.32 154.147 47.1729 30.1113 17.0616 23.3952 18.03 12.8009 140.558 54.0859 86.4719 77.0025 internal_count=72630 11981 9681 365 9316 9138 2300 1405 1158 895 247 7991 7954 209 196 781 220 1147 529 303 226 1230 536 169 561 443 388 331 235 962 678 284 148 117 6724 3120 3604 378 300 196 104 1922 1772 1368 912 878 3226 601 318 743 2483 1927 556 358 198 271 217 141 1794 623 1171 1047 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=63 num_cat=0 split_feature=19 33 33 9 16 31 16 17 1 31 31 18 16 0 14 0 31 19 32 18 0 17 6 2 4 14 14 1 1 16 18 16 4 9 17 16 6 0 14 18 1 31 14 14 0 17 19 1 18 16 32 11 14 17 6 9 32 1 6 4 35 18 split_gain=57.8886 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62.0039 53.4534 32.7305 20.7229 7.9161 24.8144 36.1709 8.10556 28.0653 5.87424 49.8227 41.382 4.29236 20.9962 320.431 131.737 117.627 15.4611 102.166 75.1136 65.0803 59.7146 17.9538 41.7609 28.0273 11.4742 188.694 185.258 31.0881 9.46854 154.169 71.6141 82.5554 70.4817 67.306 59.9207 7.38536 11.8588 9.5054 69.048 59.3774 39.9053 19.4721 9.03669 internal_count=72694 11990 7040 6903 928 376 4950 2337 2613 5975 1232 1459 1200 259 1152 552 2172 1931 1904 1675 1080 595 190 890 409 111 298 156 1073 781 222 270 4743 1748 1513 196 1317 995 904 850 323 527 327 123 2995 2921 529 119 2392 1102 1290 1121 1071 917 154 256 192 930 806 559 247 147 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=63 num_cat=0 split_feature=16 15 33 33 17 17 16 4 2 35 32 11 16 18 33 16 17 31 15 31 32 16 1 15 15 7 4 15 16 16 7 4 15 15 18 35 17 18 17 31 18 32 7 31 17 7 31 6 7 6 1 1 33 31 7 5 10 18 1 9 5 32 split_gain=13.5915 5.97739 4.22113 4.945 4.38694 4.3208 4.40683 4.20532 4.01395 4.47762 3.54585 3.36139 3.38893 3.24896 2.94426 3.38933 2.63376 2.61878 4.41282 2.78136 2.61271 2.5565 2.53888 2.39006 2.96227 2.75661 2.36648 2.35078 3.05691 3.14455 3.44903 2.53429 3.34105 4.87849 3.16336 4.95927 3.97742 3.52121 2.70043 2.32946 2.38289 2.27804 2.25245 2.21767 2.21935 3.04768 2.19715 2.46661 2.16351 2.16208 2.08012 2.07716 2.07083 2.05716 2.13531 2.04293 1.9867 1.96834 1.96318 3.97481 2.41074 2.43187 threshold=0.86763349175453197 0.68766534328460704 0.00035372191632632172 0.0003446436749072746 1.0373247265815737 1.0725734829902651 1.1094301939010622 30.500000000000004 221.50000000000003 0.023532669059932235 2.1520605087280278 1.0000000180025095e-35 1.0583582520484927 36.500000000000007 5.5985690323723256e-06 0.99983397126197826 6.2219927310943612 0.0075599667616188535 1.3754432797431948 0.0067378464154899129 1.9232949018478396 0.87243109941482555 14.500000000000002 0.97930938005447399 1.9976958632469179 122.50000000000001 1.0000000180025095e-35 0.81853973865509044 1.2166416645050051 1.1011993885040285 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2579 691 679 570 1900 884 769 1016 669 561 171 484 266 898 857 424 281 566 479 351 260 390 108 115 190 131 774 689 109 118 586 476 334 448 111 365 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=63 num_cat=0 split_feature=19 19 34 12 33 33 2 19 17 33 0 6 5 0 5 18 0 0 16 16 1 33 0 1 17 17 17 1 2 17 8 8 7 16 17 4 33 9 16 4 19 0 9 16 18 2 2 17 17 19 4 8 16 35 8 17 17 16 7 8 6 18 split_gain=41.6801 4.65639 6.03899 2.65406 2.38507 3.48971 3.04521 2.99343 2.86199 2.7118 2.27235 2.05153 4.52388 3.72039 2.51524 2.25735 3.19518 3.64419 3.26807 3.15172 3.17922 2.68141 2.74832 2.41341 2.51671 2.95601 3.07722 2.38038 2.09372 2.08874 2.11684 2.95307 2.25485 2.02765 2.29597 5.37856 3.56612 2.37593 1.99985 1.91915 2.56047 2.3595 1.9083 4.87369 2.57071 1.87414 4.47013 2.22583 4.5335 2.48183 2.02762 2.37646 2.1644 2.0136 1.85257 2.81505 2.84736 1.85044 1.82297 1.80843 1.80033 1.84521 threshold=1.0000000180025095e-35 1.5000000000000002 0.45859153568744665 1.0000000180025095e-35 0.012791178654879333 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15.4815 11.7392 8.99948 9.92004 492.47 63.3804 429.09 128.329 300.761 42.1214 36.7745 13.8325 22.9419 61.3426 56.7008 12.5966 7.05025 123.31 59.11 64.1995 9.44643 23.0194 52.5106 45.985 34.3375 32.195 25.948 6.24698 17.423 5.59637 60.1894 54.6216 38.4674 16.3025 16.1542 22.1649 14.6262 11.6475 7.6115 5.27185 17.6085 4.80682 258.64 internal_count=72930 12035 11822 2769 2310 459 2236 1715 1583 1417 1283 1219 1177 633 426 216 132 544 521 459 373 243 134 9053 2384 6669 1940 4729 643 549 160 389 2328 2246 243 151 1886 1010 876 110 426 2177 1712 1299 1224 923 301 290 136 827 755 551 274 204 277 181 413 127 148 235 179 4086 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=63 num_cat=0 split_feature=19 19 4 2 2 4 18 18 8 12 35 2 15 18 4 4 2 33 2 19 36 31 4 34 7 6 36 6 2 35 7 15 36 36 35 31 5 1 18 33 19 7 8 19 33 33 6 15 4 8 33 1 2 5 4 4 8 8 15 1 18 31 split_gain=19.543 1.75171 1.89607 1.89124 2.68393 1.91928 1.8486 3.06188 2.2777 1.81151 1.78528 2.28648 1.97169 1.57976 1.57371 2.30509 1.88539 2.57211 1.55071 1.57792 1.81807 1.97782 2.55664 2.022 1.74303 2.90088 1.72665 1.70541 2.36558 2.18776 2.105 1.53331 1.43265 1.55467 2.72947 1.69148 1.98246 2.60446 1.92733 1.47193 1.41516 2.64185 1.49526 1.32994 1.41081 1.29739 1.28131 1.27945 2.48555 2.01679 1.8823 1.60392 1.70219 2.57018 1.55376 1.96854 2.37779 1.79916 1.27079 1.52958 1.42639 1.36917 threshold=1.0000000180025095e-35 5.5000000000000009 9.5000000000000018 327.50000000000006 285.50000000000006 172.50000000000003 31.500000000000004 19.500000000000004 1701.0000000000002 1.0000000180025095e-35 0.074175827205181136 475.50000000000006 15.343137264251711 24.500000000000004 53.500000000000007 39.500000000000007 1653.0000000000002 0.0033829759340733294 269.50000000000006 2.5000000000000004 4.9471505008114045e-06 3.7837413628949439e-06 34.500000000000007 0.5172109603881837 69.500000000000014 9.9154846111559912e-07 0.20107077062129977 6.5138196077896296e-05 53.500000000000007 0.037749288603663451 110.50000000000001 82.111110687255874 3.0362452889676209e-05 0.011741415597498419 0.029857398010790352 0.00082402609405107807 3756.5000000000005 12.500000000000002 14.500000000000002 0.0088529945351183432 1.5000000000000002 216.50000000000003 3675.5000000000005 21.500000000000004 0.0012671315926127138 0.038813175633549697 0.00030021865677554166 10.669540405273439 8.5000000000000018 3896.5000000000005 0.00022063528740545737 3.5000000000000004 154.50000000000003 4058.5000000000005 29.500000000000004 22.500000000000004 2695.5000000000005 1272.5000000000002 103.70833206176759 25.500000000000004 16.500000000000004 0.0011834586039185526 decision_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 2 2 2 2 2 2 2 2 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 9 6 7 8 -5 18 11 -10 -13 -6 15 -4 17 -16 19 24 -21 -22 23 32 26 -26 45 28 -27 -30 -31 -14 -23 35 -35 36 -34 -38 -39 -36 -29 42 -42 44 -18 47 -12 48 -2 54 -51 -50 -53 -54 55 56 57 -49 59 60 61 -59 right_child=1 2 14 5 13 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5.72269 45.345 40.3905 15.6579 24.7326 21.3314 15.5992 9.71804 11.2612 41.8291 13.2362 10.9489 21.0202 10.7917 353.153 9.40667 349.799 290.446 59.3526 6.184 44.379 34.7148 7.45293 53.1686 49.2284 45.4832 37.4483 34.2937 30.5435 22.6317 13.9759 internal_count=72930 12035 690 11345 10261 1084 1049 865 642 10034 524 364 199 227 647 175 472 238 9827 9702 877 844 788 744 8825 1718 7107 1673 331 223 126 137 672 612 221 391 329 269 195 152 1342 318 245 234 135 6874 160 6758 5561 1197 203 830 736 184 994 943 888 739 683 632 354 219 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=63 num_cat=0 split_feature=19 19 3 5 4 17 0 4 9 32 7 0 31 7 36 0 3 33 4 17 17 18 32 32 3 3 1 7 31 0 5 16 18 36 4 18 5 33 32 35 4 0 18 0 1 4 4 0 16 3 0 0 9 5 31 35 1 11 17 32 4 17 split_gain=18.1814 6.91506 2.38571 1.90711 2.12587 2.04612 2.20366 2.20366 2.34679 2.01136 2.59742 3.05082 1.79729 1.7102 1.63118 1.61595 2.14772 3.74067 2.46823 1.61047 2.78792 1.96776 2.17411 1.83508 1.58259 2.17098 1.97396 2.10447 2.21237 1.9855 1.79411 1.79303 1.68682 1.66765 1.57812 1.5548 3.36561 2.92876 2.32224 2.285 1.81238 1.62074 1.94899 1.74641 1.52552 1.75857 2.25297 2.64097 1.578 2.76261 1.50522 1.49975 1.48637 2.93706 2.02456 1.56489 2.19212 1.48525 1.47936 1.73678 1.43234 1.41235 threshold=1.0000000180025095e-35 2.5000000000000004 6.7633030414581308 1542.5000000000002 6.5000000000000009 5.2286753654479989 0.85092544555664074 9.5000000000000018 9.5000000000000018 3.0359756946563725 53.500000000000007 0.75091743469238292 0.020772748626768592 18.500000000000004 1.4422303593164544e-05 0.7114849090576173 6.355238914489747 6.0346180816850401e-06 33.500000000000007 3.7028172016143803 3.6544337272644047 29.500000000000004 2.3281794786453252 2.5492259263992314 4.9801702499389657 6.4183635711669931 1.0000000180025095e-35 94.500000000000014 0.00024175861472031104 0.75831031799316417 3447.5000000000005 0.99348831176757824 14.500000000000002 0.005608834559097887 36.500000000000007 10.500000000000002 1852.5000000000002 0.0003446436749072746 2.6190134286880498 0.41666667163372045 7.5000000000000009 0.72691726684570324 5.5000000000000009 0.70836067199707042 12.500000000000002 11.500000000000002 18.500000000000004 0.72638511657714855 1.2654047608375552 5.4445774555206308 0.62610244750976574 0.75934982299804699 1.0000000180025095e-35 3722.5000000000005 0.00026049932057503616 0.054093567654490478 25.500000000000004 1.0000000180025095e-35 3.4440877437591557 2.705342292785645 14.500000000000002 5.1463174819946298 decision_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 2 2 2 2 2 2 2 2 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 -2 9 7 35 44 12 11 -11 19 -6 -3 16 18 -18 57 20 21 50 -23 -24 32 26 -26 28 -28 33 -29 -27 -17 -30 -35 36 -7 39 -37 40 41 42 43 -38 45 -9 47 -47 49 -48 -5 -50 53 -40 55 56 -54 -16 -52 -60 -49 -21 right_child=1 14 -4 5 13 6 -8 8 -10 10 -12 -13 -14 -15 15 24 17 -19 -20 61 -22 22 23 -25 25 31 27 30 29 -31 -32 -33 -34 34 -36 38 37 -39 52 -41 -42 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split_feature=16 15 15 16 2 1 5 15 15 0 18 2 17 18 2 35 15 2 33 5 1 15 2 15 17 1 2 8 2 36 5 31 0 0 0 16 1 0 15 9 0 7 36 15 2 15 8 2 1 36 2 16 17 36 5 31 36 2 18 31 8 7 split_gain=4.14754 2.77375 2.11357 2.84657 2.06072 1.87759 1.86238 1.70291 2.1401 1.84302 1.64618 2.08285 1.78559 1.74538 1.94833 2.09565 1.60748 1.55618 1.61246 2.32298 1.97192 2.4448 3.24858 2.3097 2.1406 2.04062 1.88181 2.21313 1.86432 1.7818 2.523 1.83104 1.7459 1.72152 1.61718 3.86957 3.55355 2.84804 2.64537 2.66032 2.4975 2.10891 2.06177 1.62675 1.6898 1.56238 1.47692 1.88345 2.03758 1.56681 1.4282 1.44338 1.41122 1.78913 1.3736 1.35671 1.74107 2.50316 1.55022 2.26685 2.26914 2.26199 threshold=0.86763349175453197 0.6509782373905183 326.50000000000006 0.66272228956222545 612.00000000000011 1.5000000000000002 3959.5000000000005 8.7872233390808123 6.7788889408111581 0.74271774291992199 26.500000000000004 769.50000000000011 244.29100036621097 20.500000000000004 1777.0000000000002 0.15476191043853763 40.071428298950202 574.50000000000011 5.2694498663186102e-05 4865.5000000000009 13.500000000000002 0.78601953387260448 104.50000000000001 0.85773810744285595 7.895503282546998 12.500000000000002 339.50000000000006 1799.0000000000002 32.500000000000007 2.3273548322322316e-05 6021.5000000000009 3.7837413628949439e-06 0.85092544555664074 0.65718269348144542 0.70923805236816417 1.1094301939010622 18.500000000000004 0.69456863403320324 0.066767986863851561 5.5000000000000009 0.69370651245117199 3.5000000000000004 0.039697589352726943 4.7517123222351083 26.500000000000004 1.2521186470985415 3147.5000000000005 41.500000000000007 25.500000000000004 0.058318281546235091 42.500000000000007 1.5057353973388674 3.6021114587783818 0.13449979573488238 2977.5000000000005 0.036644529551267631 0.1309071555733681 273.50000000000006 8.5000000000000018 0.018231384456157688 2338.5000000000005 17.500000000000004 decision_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 2 2 2 2 2 2 2 2 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 54 3 6 17 -5 16 8 9 -6 11 -9 -12 14 15 -13 46 18 28 20 21 22 24 -23 25 -20 55 -28 32 30 50 -31 34 -25 37 52 38 40 -37 42 41 -2 -40 44 -43 -32 -3 -48 49 -49 51 -30 -36 -54 -1 56 58 -58 -22 60 -60 -62 right_child=4 2 -4 5 7 -7 -8 10 -10 -11 12 13 -14 -15 -16 -17 -18 -19 19 -21 26 23 -24 33 -26 -27 27 -29 29 31 45 -33 -34 -35 35 36 -38 -39 39 -41 -42 43 -44 -45 -46 -47 47 48 -50 -51 -52 -53 53 -55 -56 -57 57 -59 59 -61 61 -63 leaf_value=-0.047307190763714264 -0.048800975875889274 0.022369949960073708 -0.081838207790689607 0.019887678879790618 -0.015796177096945439 -0.027276676870354954 -0.065659517094088224 0.033829624957143797 0.059202606981907852 0.036418207841546715 -0.021428226175345604 -0.0027924283956550192 0.014636783623649695 0.027841750182185439 0.017055871746910384 -0.051530892658635911 0.049850713496300422 -0.031204059506888423 -0.011859119433685379 0.050975524310011025 -0.010181896063344647 0.055810485910568031 -0.081529655932267853 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0.000999398 0.00407133 0.00261984 0.0125585 internal_weight=600.653 47.0991 35.3964 34.4813 553.554 16.2665 18.2148 60.1844 10.4985 6.78778 49.6859 35.1506 14.5353 26.6014 20.0395 11.9376 17.4105 493.369 489.547 240.424 237.849 111.135 22.3947 88.7405 21.0336 18.8849 126.714 8.44374 249.122 187.134 42.6916 144.442 61.9885 85.8539 60.1318 29.2286 18.1437 30.9032 13.4664 11.9434 24.1953 23.0989 7.27696 19.8407 18.9961 35.9671 14.9767 7.78281 5.77148 4.65863 6.72445 3.97947 11.0849 1.39956 11.7027 118.27 116.384 3.55304 112.831 88.5134 85.6935 34.386 internal_count=72962 36656 10463 10455 36306 4012 6443 828 140 113 688 496 192 388 309 203 6281 35478 35418 15865 15733 4974 2138 2836 2101 2020 10759 208 19553 7126 1436 5690 12427 2723 12383 4204 2719 8179 1523 1126 6498 6399 720 5274 5232 1186 6146 2542 739 369 250 189 1485 152 26193 10551 10160 196 9964 6558 6046 2253 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=63 num_cat=0 split_feature=32 16 16 7 33 0 34 9 5 17 32 1 2 16 6 6 15 35 0 17 7 7 16 33 17 18 18 31 15 1 32 9 0 18 18 18 0 7 35 35 2 15 15 17 1 17 1 7 33 7 7 16 1 15 15 1 35 34 15 0 4 4 split_gain=3.43507 2.59606 2.33691 2.32252 2.03809 1.66772 1.61291 1.6106 1.56323 1.52674 1.40799 1.58997 1.7773 1.31708 1.54022 1.81256 1.32166 1.47495 1.46285 2.28206 1.92134 2.16419 1.669 1.89989 1.35207 1.60524 1.24289 1.22607 1.21087 1.79623 1.64511 1.55037 2.18723 1.94922 1.47546 1.1661 1.14003 1.3192 1.13374 1.11807 1.1155 1.79703 1.40195 2.36906 1.76431 1.68708 1.61436 1.48753 1.39092 1.70947 1.56078 1.48454 2.03679 1.38629 1.2875 1.20332 1.1757 1.16714 1.61131 1.15826 1.41855 2.07049 threshold=1.9563862085342409 0.94374412298202526 1.3065387010574343 55.500000000000007 5.9033061461377665e-06 0.72638511657714855 0.46088269352912908 2.5000000000000004 5198.5000000000009 2.13494884967804 5.101508855819703 1.5000000000000002 1150.0000000000002 1.3860672712326052 0.0062386000063270339 0.016195861622691158 6.2880184650421151 0.18333333730697635 0.66329383850097667 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3.011686352081596 leaf_count=1404 630 1680 470 467 306 163 5 169 286 253 46 96 357 161 135 144 211 477 648 1622 562 24 1099 651 91 216 190 26064 373 1478 35 528 118 234 327 611 443 59 814 423 4042 198 116 255 997 125 41 474 126 264 302 1323 3086 892 40 254 77 375 138 15555 165 47 internal_value=0.000295949 -0.0104221 -0.00561779 -0.0157783 0.00508412 -0.0147242 -0.0300676 -0.0373734 -0.0611111 0.0149143 0.00164121 0.0112773 0.0148347 -0.0111312 -0.0417001 0.00817266 -0.00682239 -0.00446675 -0.0109087 -0.020509 0.0042261 0.0171835 0.0114044 -0.00346707 0.0428791 0.0250171 -0.0247685 -0.0307611 0.0192538 0.00843133 -0.0255778 0.0217418 0.0389334 -0.00988045 0.0366281 -0.030397 0.0165856 -0.00825663 -0.00222629 -0.046576 0.000950915 0.0120854 0.0159564 0.0360629 0.00727256 0.000975381 -0.00125031 -0.0491319 0.000443715 0.0331834 0.0447346 0.000218833 -0.0110981 0.0218447 -0.00409519 0.0284193 0.0339868 0.000917974 0.0118228 0.000312302 0.000891622 -0.0155145 internal_weight=595.602 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17 8 8 31 8 32 32 15 32 16 16 split_gain=13.0665 2.66841 1.91476 1.82277 1.30054 3.56176 2.06593 2.49539 1.91328 1.70538 1.72578 1.61304 1.33559 2.39635 1.19891 1.18077 1.85787 1.53189 1.52805 1.1643 2.26045 1.12881 1.51203 0.951558 1.38886 0.931509 1.71195 1.29185 1.3733 1.00584 1.24537 0.990701 2.37623 1.27874 1.09488 1.71267 2.97593 1.92825 1.52543 1.24553 2.5941 1.70254 1.40256 1.48467 2.24147 2.35417 1.79209 2.0227 1.536 1.53009 1.5133 1.7446 1.46993 1.43158 3.00865 1.4221 1.34151 1.45754 1.28107 2.31874 1.55998 1.22876 threshold=1.0000000180025095e-35 3.5000000000000004 1.9067394418925689e-06 4.0763984543445994e-06 9.007352828979494 4.6015872955322275 17.154761314392093 421.50000000000006 4061.0000000000005 3364.5000000000005 1.7514705657958987 199.50000000000003 0.71612930297851574 0.70617103576660167 431.50000000000006 0.097562313079833998 0.86107954382896434 0.036644529551267631 0.048809524625539787 1.3860672712326052 1.1729229688644411 0.57265016436576854 0.47290496528148657 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10.9283 479.299 473.831 446.966 26.8656 26.3461 9.21606 19.0009 4.27175 14.7291 12.2867 440.701 18.9779 15.2729 5.95869 9.31425 4.6666 421.723 10.5654 7.68315 411.157 282.979 7.81888 275.16 270.86 128.179 109.732 18.4468 106.774 103.676 90.4574 68.416 57.6845 33.4874 24.197 22.0414 20.8335 18.2075 5.95321 10.7316 6.50942 18.113 15.8967 13.2551 27.5342 19.6734 7.8608 266 internal_count=72962 11955 1389 1333 1253 451 802 184 618 300 182 118 570 250 151 10566 10462 8342 2120 320 141 911 209 702 663 8233 423 331 112 219 129 7810 190 119 7620 5108 119 4989 4865 2512 2111 401 2070 1991 1795 1373 1190 659 531 422 463 391 113 183 122 327 352 314 546 409 137 4785 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=63 num_cat=0 split_feature=19 19 15 15 35 36 16 1 33 33 9 5 8 16 15 0 2 6 2 36 16 8 1 33 8 8 0 15 2 15 15 15 0 15 31 6 0 16 36 7 9 15 1 8 8 15 8 8 1 2 36 0 1 7 9 8 35 36 16 16 7 15 split_gain=12.3476 2.24393 1.60062 4.22885 2.71693 1.37694 1.5793 1.36197 1.30726 1.81273 1.65476 2.16645 2.12566 1.9503 1.6218 1.59866 1.57843 1.35646 1.32822 1.55101 1.37594 1.3823 1.29271 2.23774 1.98147 3.3998 1.80117 1.59277 1.37062 1.29069 2.3853 1.95467 1.68097 1.23451 1.16266 1.50139 1.55768 1.18183 1.15885 1.09718 1.07917 2.08723 2.25886 2.10485 2.32088 2.01476 1.75796 2.3566 1.70154 1.49738 1.61697 1.47746 1.44081 1.27215 1.18895 2.58924 1.17056 1.428 1.09637 2.5524 1.39843 1.67526 threshold=1.0000000180025095e-35 3.5000000000000004 8.4316773414611834 6.7788889408111581 0.18333333730697635 0.00032938305230345582 1.0650178194046023 16.500000000000004 2.9937028784843282e-06 2.4315065729751954e-06 11.500000000000002 6014.5000000000009 4428.0000000000009 1.0021758079528811 0.099853374063968672 0.73010635375976574 798.50000000000011 4.8187332595261986e-06 6.5000000000000009 0.49964445829391485 0.90408447384834301 4217.0000000000009 30.500000000000004 1.734139061682072e-06 2737.0000000000005 2419.5000000000005 0.75091743469238292 29.514705657958988 388.50000000000006 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532 447 193 154 2379 1704 675 480 168 312 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=63 num_cat=0 split_feature=19 0 17 17 8 15 33 4 15 17 8 31 36 17 15 32 9 36 15 11 17 17 8 0 5 9 17 35 4 0 4 2 33 8 35 2 0 4 8 7 0 5 15 31 36 15 8 8 33 31 15 33 32 31 36 35 0 0 36 8 18 15 split_gain=9.28638 2.8503 1.95843 1.88115 1.34573 1.7235 1.82045 1.63514 1.57972 1.55589 1.67563 1.62977 3.53208 1.60931 1.43043 1.56158 1.42933 1.39579 1.8688 1.40209 1.34853 1.8749 1.302 1.24792 1.33902 1.40072 1.61348 1.26385 1.94407 2.64685 1.24332 2.08027 1.71671 1.69531 2.45146 1.85836 1.85703 1.69521 1.66258 1.53742 1.52877 1.70669 2.38765 1.69926 2.13891 1.86425 1.80484 2.585 1.78065 1.68567 1.49771 2.05026 1.48861 1.4279 1.4561 1.5585 1.42028 1.41758 1.39399 1.35384 1.47975 1.32518 threshold=1.0000000180025095e-35 0.69049263000488292 0.52830493450164806 0.69270914793014537 4389.5000000000009 5.3975307941436776 1.0000000180025095e-35 10.500000000000002 3.200775265693665 2.5635657310485844 3087.0000000000005 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split_feature=19 16 19 19 19 4 16 7 16 19 16 0 15 18 16 17 4 2 0 0 15 6 16 15 0 16 8 12 4 2 7 16 15 0 19 2 15 4 4 32 2 15 0 2 17 15 15 0 19 8 16 16 2 0 16 6 32 0 4 17 1 1 split_gain=7.97809 1.84134 1.64562 3.01433 1.51606 1.24481 1.23699 2.57695 2.4961 0.887082 1.8698 1.73946 1.74335 1.92343 1.60423 2.25558 1.83079 1.33811 1.6389 2.26601 2.48603 2.51755 2.28884 1.98784 1.68672 1.91465 2.55044 1.62818 1.41003 2.60882 2.30862 3.19377 2.71498 2.61012 2.47325 1.84798 1.99389 1.91936 2.52216 3.91729 1.73189 1.72711 1.45534 1.44544 2.59601 1.43859 1.35426 1.35191 1.32583 1.37952 1.72174 1.97078 1.93464 1.90087 1.86478 1.82556 1.76519 1.51516 1.3136 1.93406 1.3015 2.03714 threshold=1.0000000180025095e-35 0.47290496528148657 61.000000000000007 33.000000000000007 20.500000000000004 385.50000000000006 3.4093986749649052 16.500000000000004 3.975513339042664 3.5000000000000004 0.69225281476974498 0.66639137268066417 8.7872233390808123 9.5000000000000018 1.7347959876060488 26.634079933166507 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2 16 2 0 19 0 0 10 0 2 2 35 15 16 19 2 15 1 15 32 0 0 split_gain=7.53612 1.76094 1.3806 1.11948 1.95284 2.11751 2.40312 2.37011 2.93258 2.06179 1.87316 1.49878 1.44122 2.09901 2.16314 2.16863 2.13791 1.67943 1.40003 1.38833 1.76165 1.38626 1.66996 1.31136 1.29414 1.84256 1.31436 1.19225 1.70781 2.4538 1.2748 1.16617 1.16474 1.4245 1.14392 1.14149 1.46763 1.71431 1.87206 1.38861 2.40439 3.4124 3.00444 3.08202 2.63748 2.61554 2.10637 1.7507 1.67018 1.37813 1.45404 1.17852 1.57871 1.48218 1.16835 2.89404 2.35178 1.12508 2.56481 1.71775 1.30711 1.1244 threshold=1.0000000180025095e-35 0.47290496528148657 61.000000000000007 3518.5000000000005 4.5000000000000009 1.0718141198158266 1.2262758016586306 0.77469253540039074 0.99983397126197826 3.5000000000000004 449.00000000000006 0.00083090132102370273 3.5000000000000004 6.5000000000000009 37.500000000000007 27.500000000000004 0.020918033085763458 48.500000000000007 0.015871885232627395 1.6036705970764162 0.86763349175453197 0.22892709821462634 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23.7851 17.9749 19.3915 13.4232 34.3019 14.032 20.2699 5.65461 126.707 275.284 36.0264 30.6808 118.971 114.06 10.3283 6.47862 9.27547 7.48168 3.99292 7.73611 103.732 99.4133 11.7425 8.16088 87.6708 55.4962 23.2018 32.2944 26.3328 9.51862 11.0285 32.1746 10.3583 21.8163 13.6832 9.42504 15.3044 9.50338 5.7283 17.0534 13.3412 9.79061 13.785 5.8143 4.21976 1.90143 14.6153 internal_count=72574 11972 11569 11540 5791 5302 2958 2344 2009 489 5749 5722 839 471 411 342 275 368 354 1655 741 914 121 2119 5642 743 655 2016 1940 198 124 260 217 134 103 1742 1641 190 129 1451 984 368 616 523 149 206 467 166 301 219 140 317 224 130 248 209 164 428 279 261 146 793 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=63 num_cat=0 split_feature=19 19 0 17 17 32 32 32 5 7 31 0 7 4 36 31 32 17 10 7 15 15 8 9 0 0 5 36 17 4 0 0 0 17 17 0 8 17 35 17 31 31 7 17 15 36 4 36 8 19 35 15 35 36 6 31 8 8 8 15 4 15 split_gain=7.11447 1.52241 2.23602 1.28981 1.74118 1.6748 2.53338 2.19448 2.30253 2.44878 1.69566 1.69408 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114.184 40.4859 37.5071 28.2501 16.8765 11.1795 73.6986 153.265 7.83008 3.22204 145.434 2.8849 6.97759 11.3735 1.36843 18.9108 16.6908 4.20192 2.60075 2.97875 4.30171 7.37565 9.25706 14.0064 35.4184 5.69701 4.44477 127.739 8.49125 7.75666 5.40219 3.79955 13.2139 2.78619 3.42967 1.53004 47.038 40.0762 18.6893 11.438 8.8405 21.3869 internal_count=72897 44962 18749 5185 4318 867 535 13564 889 26213 24323 3429 10620 6332 726 23597 23297 22960 390 27935 19857 1713 1591 962 589 345 18144 8078 310 270 7768 139 185 373 4753 1890 1837 160 138 122 300 4288 629 1776 2062 244 188 22952 585 518 322 112 1703 223 2944 116 3131 2018 1091 600 457 927 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=63 num_cat=0 split_feature=19 19 11 15 33 5 15 35 7 0 16 16 0 35 9 18 36 0 12 2 15 33 36 35 0 5 0 0 35 19 32 9 7 7 17 9 33 16 7 7 15 36 32 35 6 36 18 9 16 31 18 18 16 32 5 16 33 7 15 2 32 15 split_gain=4.62103 1.70737 2.46322 2.08662 3.58046 2.13817 1.91271 1.73069 1.33857 1.31861 1.9402 1.5552 1.30913 1.78135 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18.764 8.73494 4.74996 27.5039 4.08673 4.45549 77.3168 11.2082 66.1086 27.178 16.2112 10.8507 10.9668 38.9306 7.48042 8.83254 30.098 10.3824 178.856 27.021 20.2492 15.1935 151.835 35.8841 29.9179 12.5254 8.93989 5.96616 17.3925 13.9261 115.95 110.436 100.587 internal_count=72897 11968 7393 7094 1186 317 869 5908 260 4575 2201 2374 2172 2129 461 387 290 245 5712 116 5596 523 190 5073 726 225 2033 1668 1552 320 201 168 732 202 117 1232 205 1027 396 226 150 170 631 115 150 481 153 4347 600 492 336 3747 998 888 286 228 110 602 483 2749 2616 2347 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=63 num_cat=0 split_feature=19 12 19 32 17 7 7 6 0 16 17 0 1 9 16 8 0 19 5 16 16 16 32 7 33 33 17 32 4 1 0 8 7 16 4 0 16 17 7 4 16 2 2 0 9 8 7 7 1 9 4 5 16 7 1 16 16 0 8 17 17 7 split_gain=4.35497 1.5029 1.59822 1.44276 1.28591 1.22931 1.9847 1.18214 1.17687 1.70397 1.32666 1.30863 1.0838 2.10833 1.56942 1.03929 1.12437 1.03352 1.03085 1.02125 2.08265 1.2678 2.25687 1.58079 1.21978 1.2054 1.29344 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10.9485 9.58246 internal_count=72897 11968 207 11761 5841 1321 368 296 4520 508 469 421 953 241 4012 1308 1102 2704 2497 269 214 833 732 310 2283 1043 952 820 761 144 1240 542 124 617 201 416 150 191 345 142 698 640 478 422 132 405 5920 3557 2363 849 775 512 3388 262 169 817 778 561 502 455 286 398 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=63 num_cat=0 split_feature=19 15 35 6 36 19 33 2 36 1 6 2 1 7 18 15 2 7 9 17 32 7 32 4 36 17 17 15 36 7 7 18 5 19 2 36 2 4 4 18 9 32 4 33 9 7 7 1 1 7 7 7 6 5 19 7 36 36 35 15 15 4 split_gain=3.93328 1.60716 1.92463 1.59381 1.45691 1.3625 2.3878 1.43308 1.91552 1.62599 1.39514 1.30967 1.2679 2.49655 2.03085 1.40152 1.39177 1.43117 1.19936 1.19587 2.97228 1.36172 1.10265 1.09451 1.84996 1.20006 2.04737 1.53261 1.07732 0.997449 2.20933 1.6647 1.31049 1.36273 1.95152 1.10771 0.980391 0.977763 2.05543 0.848548 1.06265 0.935551 1.94127 0.837168 0.830552 0.819418 0.818915 0.818756 1.48194 1.66728 2.27448 1.33115 1.56812 1.63813 1.18192 1.12087 1.11302 1.24957 1.54451 1.63144 1.27163 1.54127 threshold=1.0000000180025095e-35 0.19968847185373309 0.75000000000000011 9.9154846111559912e-07 0.0041916577611118564 1.5000000000000002 0.0033829759340733294 26.500000000000004 0.018876588903367523 3.5000000000000004 0.0043092323467135438 951.00000000000011 4.5000000000000009 266.50000000000006 37.500000000000007 0.24014133960008624 11.500000000000002 7.5000000000000009 1.5000000000000002 39.570186614990241 4.273745298385621 144.50000000000003 1.3684332966804507 22.500000000000004 0.0008739114273339511 15.850892066955568 13.718648910522463 1.5015151500701907 0.0010767452768050136 13.500000000000002 9.5000000000000018 13.500000000000002 4058.5000000000005 8.5000000000000018 544.50000000000011 0.0053526326082646855 530.50000000000011 6.5000000000000009 1.5000000000000002 9.5000000000000018 8.5000000000000018 2.6905734539031987 9.5000000000000018 0.00035372191632632172 8.5000000000000018 31.500000000000004 13.500000000000002 29.500000000000004 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293 5023 4811 4785 196 4653 170 4483 3970 164 113 2937 865 220 645 360 325 272 212 513 201 314 143 171 110 155 285 420 123 2072 727 684 494 424 354 135 190 219 1345 1263 727 636 536 281 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=63 num_cat=0 split_feature=15 15 0 33 17 6 36 8 33 4 11 1 35 6 1 33 36 4 36 8 1 35 0 31 7 35 0 31 2 32 2 15 7 8 7 15 17 33 31 4 8 0 0 36 36 8 2 17 0 2 32 4 31 17 0 36 33 31 8 32 2 1 split_gain=2.58795 2.82645 2.43849 1.81595 1.66345 1.4478 1.67606 1.31115 1.30035 1.29563 1.2831 1.27298 2.32374 1.70727 1.6523 1.12815 2.01366 1.45342 1.5529 2.33566 1.58361 1.42525 2.80283 1.45039 1.51132 1.44036 1.59376 2.41015 1.3801 2.37812 1.37734 1.81082 1.37665 1.37117 1.23479 1.31086 2.42766 1.38826 1.46925 1.22204 1.44573 1.19407 1.18962 1.43063 1.20566 1.11284 1.29229 1.1071 1.67454 1.61485 1.56898 1.82815 1.50628 2.21896 1.37831 1.09958 1.08297 1.3032 1.22703 1.60019 1.40176 1.08627 threshold=0.19968847185373309 0.18208556622266772 0.68723106384277355 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split_feature=19 32 32 17 2 33 36 4 36 33 33 33 33 11 15 2 1 4 15 35 2 4 15 7 35 7 33 7 2 7 17 2 2 7 33 7 17 17 6 6 15 17 17 6 7 35 15 1 15 17 15 32 17 17 2 35 5 7 7 36 32 2 split_gain=3.26572 1.03408 1.5742 1.3623 1.32705 1.71938 0.952218 0.93134 0.945033 0.851434 1.07772 1.76586 1.67845 1.78944 1.51558 1.46503 1.01073 1.07402 1.45909 1.19918 1.28377 1.12729 1.68252 1.42939 1.65426 1.6165 1.62787 1.10118 1.08924 0.905459 0.856478 0.898268 2.47414 1.16783 0.907828 1.59136 1.19771 0.84745 0.816982 0.780544 0.768185 0.932002 1.01853 0.747295 0.725051 0.718052 0.717416 0.710766 1.041 0.710671 0.688039 0.762731 1.30426 1.0642 1.62475 1.25021 1.11368 1.34323 0.79673 0.922804 0.816463 0.76643 threshold=1.0000000180025095e-35 3.0156342983245854 2.9596570730209355 9.4709076881408709 58.500000000000007 0.0025928451213985686 0.00026558208628557628 11.500000000000002 0.39796601235866552 0.030776634812355045 0.00035942698013968771 0.0003495026176096872 0.00036668936081696307 1.0000000180025095e-35 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2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -4 8 9 10 11 16 -12 14 -14 -16 30 18 21 -20 -21 22 23 27 -25 26 -26 -18 -24 46 31 32 33 34 35 -2 43 -34 -32 44 -37 -42 -43 -36 -6 47 -22 -11 -49 -23 -17 52 53 55 -55 56 57 58 61 60 -60 -52 right_child=1 4 3 -5 39 -7 -8 -9 -10 45 12 -13 13 -15 15 50 17 -19 19 20 29 49 28 24 25 -27 -28 -29 -30 -31 38 -33 37 -35 36 40 -38 -39 -40 -41 41 42 -44 -45 -46 -47 -48 48 -50 -51 51 -53 -54 54 -56 -57 -58 -59 59 -61 -62 -63 leaf_value=-0.050089604356405672 -0.03264944350251002 0.04011406974837349 -0.0084611337719861495 0.010433977333114589 0.0094808107628382796 -0.012888146838810009 -0.048056483961209394 -0.029921651664630008 0.030236650635239355 -0.063260636660349631 0.038078517694051538 -0.03951570571357025 -0.031964650935612279 0.040442952532683651 0.030217479555758486 -0.0099949702822880807 0.00028067482871164522 0.021297836393295435 -0.055494333511172479 -0.056437714067818334 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14 18 31 1 17 17 16 0 0 31 8 4 8 31 0 14 14 0 14 6 17 18 4 35 8 17 32 0 36 16 17 2 16 split_gain=0.915644 1.34874 2.32632 1.09022 1.22344 1.29183 1.10684 1.68056 1.6124 1.08796 1.57353 1.52924 1.2045 1.17757 1.03449 2.70386 1.43464 1.35827 1.81302 1.54004 1.36271 1.13645 1.01985 1.11457 1.37051 1.00699 0.988803 0.972161 0.967094 1.09003 1.36861 1.09843 1.06992 0.960583 2.24433 2.11559 1.39351 1.1246 1.63514 0.948592 0.945052 1.60941 1.05075 0.931093 0.930267 1.16503 1.65388 1.14798 0.925547 1.25403 0.965667 0.916536 0.894537 0.863231 1.16701 1.01922 1.13007 0.852224 1.13612 0.813084 0.899601 0.811914 threshold=0.99348831176757824 2054.0000000000005 1286.0000000000002 2.6329318284988408 0.030776634812355045 0.019980479031801227 0.7368602752685548 0.72435569763183605 1.0000000180025095e-35 2.8678358793258671 0.019389966502785686 3.2995086908340459 32.500000000000007 2.3502402305603032 0.46958591043949133 1.1757273674011233 8.5000000000000018 1.3065387010574343 1.3981814384460451 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33 8 8 4 1 7 5 18 7 4 16 7 7 33 4 15 36 1 7 36 36 6 33 32 15 18 9 31 33 35 19 33 1 36 split_gain=2.96804 0.748294 1.14239 1.89908 2.42784 1.22514 0.794006 0.777631 1.3166 0.861536 1.34218 1.16903 1.52343 1.12859 1.91637 1.77291 1.55578 1.39358 2.12267 1.27981 1.22025 1.60952 1.12633 1.29805 1.29688 1.12073 1.10097 1.08876 1.04504 1.57412 1.03413 1.03022 0.95957 0.953796 0.956507 1.4683 1.44812 1.88411 1.57472 1.49734 1.82322 1.32382 1.30048 1.14178 1.13077 1.05609 1.04416 0.989401 1.26046 0.946226 0.943207 1.21485 1.16819 1.26811 0.941086 0.91974 1.95263 1.84388 0.928726 0.96385 1.25838 1.90368 threshold=1.0000000180025095e-35 326.50000000000006 103.70833206176759 12.500000000000002 0.016977157443761829 1.4238294959068301 6.0527399909915411e-06 6.7625308020069507e-07 9.5000000000000018 19.500000000000004 16.500000000000004 1.0583582520484927 1.2458654642105105 9.9154846111559912e-07 2.5492259263992314 1640.5000000000002 1851.0000000000002 8.4316773414611834 4.273745298385621 1.5000000000000002 31.500000000000004 13.500000000000002 33.500000000000007 65.500000000000014 25.500000000000004 27.500000000000004 41.500000000000007 24.500000000000004 0.050945466384291656 1851.0000000000002 2160.5000000000005 20.500000000000004 11.500000000000002 475.00000000000006 6009.0000000000009 23.500000000000004 23.500000000000004 4.5000000000000009 1.0185971260070803 8.5000000000000018 10.500000000000002 5.5985690323723256e-06 1.0000000180025095e-35 0.97930938005447399 9.310649602412015e-06 15.500000000000002 12.500000000000002 0.005608834559097887 0.032191550359129913 4.8187332595261986e-06 7.5983109127264483e-05 3.4819382429122929 1.7514705657958987 41.500000000000007 1.0000000180025095e-35 0.011306644417345526 0.011097898706793787 0.04446640424430371 11.500000000000002 2.4315065729751954e-06 21.500000000000004 2.6264133339282129e-05 decision_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 2 2 2 2 2 2 2 2 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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462.844 21.4692 13.8313 7.63785 9.38054 441.374 5.22041 436.154 62.056 374.098 283.478 66.2772 43.5372 36.4459 33.2261 22.74 4.59548 18.1445 11.0747 7.54386 90.6204 8.73945 81.8809 7.09129 30.0055 217.2 68.5155 65.8134 62.2962 13.3655 11.9646 58.2313 56.4979 42.6922 40.7948 23.6107 14.3388 17.1841 12.1044 13.8058 9.55791 7.86728 5.93848 5.07975 8.24771 5.86425 3.09795 50.0915 11.3689 4.05758 7.31135 4.07282 11.1036 210.58 200.108 10.4718 195.772 191.779 118.408 71.658 internal_count=72995 12028 11877 384 204 180 151 11493 154 11339 1792 9547 5757 1350 880 720 663 470 111 359 226 160 3790 349 3441 160 612 4407 2793 2702 2626 648 320 2513 2435 2148 2072 1276 664 796 499 287 439 157 130 297 371 277 166 1472 591 179 412 253 611 4222 4056 166 3980 3917 2363 1163 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=63 num_cat=0 split_feature=19 4 0 33 18 2 17 17 16 0 7 16 6 8 1 8 33 18 8 16 6 16 33 17 4 7 8 6 6 18 8 1 7 32 18 32 2 19 2 33 36 16 7 4 36 7 16 18 6 19 16 33 19 2 1 19 35 0 1 36 8 32 split_gain=2.8146 1.6215 0.894803 0.829579 0.902227 0.744148 1.31567 1.74952 1.19054 1.83956 2.44926 1.62789 1.56851 1.51658 1.21486 1.37816 1.30633 1.38299 1.19517 1.1801 1.41421 1.17316 1.60717 1.22794 1.16607 1.16082 1.5984 1.50667 1.33665 1.19094 1.09092 1.08764 1.45597 1.7297 1.61218 1.09981 1.11227 1.14596 1.08467 1.44922 1.08748 1.05217 1.036 1.03198 1.19247 1.18558 1.02062 1.01607 1.52942 0.99901 1.64507 0.985102 0.963814 1.38071 1.09989 1.90694 1.06152 1.12599 1.03591 1.58634 1.07531 1.05245 threshold=1.0000000180025095e-35 1286.0000000000002 0.62610244750976574 2.4315065729751954e-06 9.5000000000000018 22.500000000000004 1.6476489305496218 1.8483139872550967 1.0718141198158266 0.77809524536132824 18.500000000000004 1.2458654642105105 6.0346180816850401e-06 4292.5000000000009 40.500000000000007 2338.5000000000005 5.5985690323723256e-06 25.500000000000004 1640.5000000000002 0.66272228956222545 0.075698308646678938 1.0650178194046023 0.047691624611616142 1.2624600529670718 1.0000000180025095e-35 90.500000000000014 5082.0000000000009 0.0003446436749072746 0.00073253497248515498 33.500000000000007 2679.0000000000005 10.500000000000002 8.5000000000000018 1.9974078536033633 14.500000000000002 0.46958591043949133 3.5000000000000004 1.5000000000000002 80.500000000000014 0.050945466384291656 0.096638768911361708 1.0067931413650515 5.5000000000000009 2.5000000000000004 0.01040452439337969 12.500000000000002 0.87917694449424755 46.500000000000007 0.0003495026176096872 2.5000000000000004 0.93056705594062816 0.0012671315926127138 10.500000000000002 2007.0000000000002 36.500000000000007 2.5000000000000004 0.021980676800012592 0.68045234680175792 31.500000000000004 0.00082428017049096536 1389.5000000000002 2.9199811220169072 decision_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 2 2 2 2 2 2 2 2 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 -2 -5 21 -7 -8 9 12 -11 14 41 49 16 -16 17 30 -18 -14 25 22 23 24 46 26 38 -27 -29 -30 -10 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9.94926 60.2753 7.98912 52.2862 19.2041 33.082 64.0177 54.3327 71.585 23.0328 21.5788 9.81689 52.6975 40.6685 12.029 7.17495 4.99698 14.6611 48.5522 18.7101 10.679 7.59611 29.8421 27.4475 24.8062 36.0498 17.2025 18.8473 13.8034 8.03106 16.5048 9.37527 7.12949 7.62334 230.46 11.377 6.61296 4.5225 7.18575 219.083 11.1991 207.884 29.2056 12.3269 7.87597 178.678 16.606 162.072 143.56 internal_count=72995 12028 12002 244 155 11758 9690 9588 9521 3742 400 5779 3342 313 1220 147 1073 415 658 3052 2276 2068 960 872 343 2246 1694 552 412 314 334 1108 397 229 137 711 644 609 1462 729 733 290 168 630 324 306 259 4559 267 219 175 173 4292 154 4138 880 236 160 3258 393 2865 2516 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=63 num_cat=0 split_feature=19 0 1 1 18 16 18 36 35 33 36 5 4 18 32 0 0 0 9 19 17 17 4 33 18 0 19 17 2 31 15 18 0 36 32 16 32 16 32 17 18 32 18 4 33 17 8 33 1 16 9 2 16 5 31 8 8 36 33 15 32 2 split_gain=2.65788 0.837304 0.820417 1.55898 1.54662 1.38723 1.38644 2.86092 1.80279 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1.0067931413650515 6.0139767811051577e-05 9.310649602412015e-06 1.1028578877449038 decision_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 2 2 2 2 2 2 2 2 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 9 5 16 29 38 23 10 11 12 -4 15 -15 28 17 19 -19 20 21 22 -2 -9 25 34 -8 -5 -11 32 31 -31 33 56 -25 52 -37 -38 -6 42 -41 -42 44 -44 -40 46 47 -46 49 50 -26 -29 53 -35 -55 -48 57 59 -59 60 -7 -61 right_child=1 -3 3 27 7 6 26 8 -10 13 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 48 -27 -28 51 -30 30 -32 -33 -34 35 -36 36 37 -39 39 40 41 -43 43 -45 45 -47 55 -49 -50 -51 -52 -53 -54 54 -56 -57 -58 58 -60 61 -62 -63 leaf_value=-0.050057693854701484 0.0090054528584564697 0.0019651855575075739 0.014095684283381413 -0.007853753327104333 -0.015505191269925897 0.027776855949076126 0.015684844130441928 0.033407231296755609 0.036237735134035123 0.028972522190865754 -0.036685698867688805 0.05170729381787123 -0.048117717016861773 0.0062965423587607377 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num_cat=0 split_feature=6 0 32 32 8 16 0 17 16 36 0 16 8 8 16 2 0 8 2 7 18 8 33 8 35 32 35 16 7 33 7 35 31 35 36 35 35 31 0 0 7 6 0 0 0 4 4 35 33 31 8 5 32 7 33 36 18 31 8 4 4 8 split_gain=1.20664 1.03559 1.16626 2.32895 2.07549 2.71208 2.02662 1.84541 2.62343 1.43318 1.65189 1.50489 1.32327 1.46058 1.53557 1.18178 1.74233 1.54264 1.5809 1.48369 1.37611 1.29236 1.32153 1.36346 1.13905 1.24181 1.128 1.22624 1.31996 1.24289 1.07288 1.0624 1.02229 1.56645 0.992741 0.985321 0.935264 1.55339 0.948288 2.08876 0.934737 1.04111 0.92565 1.37836 1.09587 1.25599 1.06076 1.04886 0.923674 0.922442 1.3585 0.961581 1.10099 1.60235 0.918435 1.02589 1.60729 1.50328 0.944376 0.969009 2.19506 1.89687 threshold=0.31442819535732275 0.71612930297851574 2.6329318284988408 2.6764796972274785 2889.5000000000005 1.2360472083091738 0.71474647521972667 4.4553046226501474 2.5319919586181645 2.3273548322322316e-05 0.69635963439941417 1.8249204754829409 3283.5000000000005 3960.5000000000005 1.0866181254386904 35.500000000000007 0.6395397186279298 1255.5000000000002 32.500000000000007 7.5000000000000009 3.5000000000000004 2588.0000000000005 0.00032980812829919165 1272.5000000000002 0.028991596773266796 2.6465394496917729 0.046536797657608993 2.3015964031219487 9.5000000000000018 0.019980479031801227 52.500000000000007 0.022991543635725979 0.00034398505522403871 0.095454547554254546 0.39796601235866552 0.031754031777381904 0.10555555671453477 0.0020929408492520456 0.69234085083007824 0.70793342590332042 30.500000000000004 0.00035513965121936058 0.66818428039550792 0.66454505920410167 0.70750999450683605 44.500000000000007 8.5000000000000018 0.11805555596947671 0.00055474639520980429 0.026148240081965927 1311.5000000000002 1803.5000000000002 3.6695361137390141 1.5000000000000002 0.010347612202167513 0.014729249291121961 13.500000000000002 0.0013056377065367999 2338.5000000000005 6.5000000000000009 19.500000000000004 1613.5000000000002 decision_type=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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16.0046 4.06408 15.5005 3.41666 370.367 9.41183 360.956 5.39937 7.94141 2.90095 5.04046 14.9975 12.8417 8.95095 3.32357 7.49913 355.556 147.358 208.198 48.4147 16.5674 31.8473 98.9437 90.8204 65.1614 25.659 9.36253 128.756 13.1502 9.81229 115.605 112.169 93.7974 5.8911 87.9063 18.814 69.0923 18.8149 5.65197 13.163 7.07115 50.2774 26.4348 22.9643 19.0053 15.0046 11.4513 internal_count=72975 12009 657 160 118 497 430 268 162 110 11352 2375 489 1886 1779 1759 456 1738 395 8977 352 8625 262 279 133 146 1730 1365 878 107 792 8363 3610 4753 1231 416 815 2379 2206 1493 713 244 2927 253 202 2674 2582 1885 149 1736 317 1419 405 130 275 157 1014 561 468 349 295 233 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=63 num_cat=0 split_feature=0 19 19 6 36 35 16 16 16 17 0 8 8 6 6 8 0 16 0 2 0 6 8 34 19 34 16 15 35 35 15 35 7 16 18 16 36 7 15 0 35 36 8 35 7 18 17 0 16 0 16 35 17 2 2 33 2 16 19 15 0 7 split_gain=1.47544 2.041 1.36808 1.09049 1.01594 0.861539 0.760745 1.14229 0.920098 1.28164 1.13101 0.797727 1.57874 1.29778 0.753809 0.745015 0.690388 0.896981 0.997232 1.26313 0.913513 1.05506 0.708661 0.692232 1.59015 1.34124 0.830873 1.02138 0.775237 0.722035 3.23464 0.961155 1.67029 1.50388 1.51613 1.05707 1.02923 0.941451 0.923386 1.24121 2.06176 1.58418 0.918836 0.808306 0.78313 0.725676 0.704714 0.670537 0.6625 0.649255 0.648591 0.630899 0.68602 1.08238 0.923193 0.631653 0.832569 0.625926 0.712628 0.947381 0.897303 0.619705 threshold=0.63718414306640636 1.5000000000000002 1.0000000180025095e-35 3.1453524570679299e-05 7.3904948294512005e-06 0.048809524625539787 0.86763349175453197 0.83626914024353038 0.91117948293685924 2.13494884967804 0.72794151306152355 3200.5000000000005 2979.5000000000005 0.0062386000063270339 0.00032914917392190551 4015.5000000000005 0.81443023681640636 0.94374412298202526 0.68674278259277355 194.50000000000003 0.80377197265625011 0.0017241872265003624 4000.5000000000005 0.46902005374431616 2.5000000000000004 0.49613974988460546 0.96147063374519359 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344.141 4.86222 3.96448 339.278 10.3457 328.933 37.1095 33.5166 22.2338 11.2829 12.8624 8.57183 291.823 20.2998 17.292 14.5069 11.7336 6.62471 7.39957 5.72593 4.15788 3.3268 4.72629 10.4163 271.523 8.42605 6.85754 6.08631 4.51787 3.72046 2.37746 8.4611 7.14135 5.92005 2.89432 8.85702 internal_count=72975 4376 68599 135 4241 995 11556 2355 9201 349 290 2160 664 1496 1008 845 8852 8573 250 206 8323 107 279 8216 471 238 7745 154 164 7591 195 7396 651 591 355 236 226 167 6745 363 326 270 207 111 154 104 106 164 3246 233 6382 592 549 454 357 283 140 669 599 575 338 224 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=63 num_cat=0 split_feature=19 0 32 4 7 4 35 3 3 16 36 16 19 16 33 15 8 0 0 7 16 36 17 16 18 36 17 17 15 3 3 16 16 0 16 15 4 7 8 4 4 16 9 16 19 6 36 35 16 4 15 4 35 4 3 16 18 15 17 35 8 10 split_gain=1.37557 1.25553 1.79087 0.944593 2.75303 1.35243 2.38878 1.24554 1.33301 1.20679 1.17304 1.54441 1.44078 1.13486 1.89165 1.12061 1.04285 0.989746 0.988978 0.965539 0.919664 0.861944 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0.0007118390640243889 9.7390908194938688e-05 0.67163276672363292 1640.5000000000002 0.00016696048987796533 2.6465394496917729 4.945906639099122 0.00024617074814159429 2.5000000000000004 0.67632675170898449 1523.5000000000002 72.500000000000014 10.171568870544435 0.22500000149011615 106.50000000000001 2.0480161765590313e-05 134.50000000000003 0.0051094812806695708 3.200775265693665 43.970466613769538 0.6557903289794923 0.0014708993257954719 3.0746779441833501 decision_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 2 2 2 2 2 2 2 2 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 5 -2 -7 9 -9 12 11 -11 13 16 58 -16 17 20 -19 -20 29 22 27 24 25 57 -27 -22 -25 31 -31 32 37 34 -24 -35 -37 40 39 -39 48 47 -43 -44 -45 46 -46 -42 -3 -50 51 52 -51 54 -52 59 -57 -23 -14 -40 61 -61 right_child=1 7 3 -5 -6 6 -8 8 -10 10 -12 -13 14 -15 15 -17 -18 18 19 -21 21 23 33 28 -26 26 -28 -29 -30 30 -32 -33 -34 35 -36 36 -38 38 55 -41 41 42 43 44 45 -47 -48 -49 49 50 53 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1.7006500843563115 4.9380143531525373 3.8595270543046354 2.7341233307379289 2.2494721770344759 3.9633952637086622 2.5320769056270365 1.9235104883555325 1.7278871643356977 1.8657289042021137 6.3443882185383691 2.278458496381063 2.3188447135617052 3.0743615547326071 2.7927193511568502 7.7511282929990584 3.9866304077440855 2.6306389239616683 4.1822602038446348 4.1793397584406193 2.2356695461785412 23.885879219538772 2.9513551522977641 3.628519582329317 2.2592688863514914 2.2108832249650732 2.6556784147396684 2.3568652802205174 1.5732532049005383 2.4005498301121406 1.6264790061395613 15.708200832392324 33.176741106639383 3.51234016320086 leaf_count=60966 147 404 85 50 30 72 69 3083 97 96 43 129 62 95 44 865 240 58 140 98 155 123 69 70 113 89 100 72 175 267 134 144 86 90 85 67 40 36 184 70 90 124 73 332 103 97 150 191 47 539 53 81 49 56 67 95 33 76 89 459 1047 82 internal_value=-0.00126012 -0.00110183 -0.018717 0.00454724 -0.0372762 -0.027866 -0.00462553 -0.000699009 0.00206754 -0.00190356 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37.5916 29.7737 26.1451 7.81792 5.60703 62.6718 3.93012 6.94082 3.25169 58.7417 52.3973 19.2205 internal_count=72975 12009 453 135 318 288 141 11556 3180 8376 268 225 8108 7048 1060 909 6953 6713 296 238 6417 1324 578 746 501 388 189 227 245 5093 401 4692 4548 351 154 197 107 4462 2006 106 2456 1160 879 755 682 350 253 281 1296 892 845 669 588 176 120 1900 128 199 151 1772 1588 541 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=63 num_cat=0 split_feature=0 16 19 4 0 36 33 15 2 16 32 7 19 36 32 16 19 1 1 1 8 8 31 32 8 7 7 16 32 32 32 2 7 35 5 5 7 1 15 8 0 1 8 15 32 8 35 36 1 0 33 33 19 32 33 4 8 19 2 1 36 2 split_gain=1.31998 1.0392 0.95068 1.2248 0.976432 1.36944 1.55571 1.79304 1.74969 1.29096 1.88173 2.3073 1.56881 1.41784 1.3208 1.25583 1.20439 1.13869 1.53109 1.26797 1.46593 1.34416 1.33405 1.25902 1.2863 1.17336 1.1715 1.11441 1.75048 1.62996 1.18418 1.15753 1.12379 1.15271 1.0808 1.06076 1.71514 1.00467 0.99812 1.3137 1.0448 1.34471 1.60994 1.40696 1.37121 1.2892 1.12758 1.58376 1.29783 1.21154 1.1546 1.07449 0.981896 0.981479 1.00779 0.993295 0.976007 0.974994 0.972524 0.930507 0.910652 0.888616 threshold=0.67580223083496105 0.37273466587066656 86.500000000000014 1286.0000000000002 0.69758033752441417 9.310649602412015e-06 2.1253275917842988e-05 13.985294342041017 38.500000000000007 1.7347959876060488 4.034879446029664 4.5000000000000009 27.500000000000004 0.016413534991443161 3.6695361137390141 2.5950433015823369 4.5000000000000009 38.500000000000007 34.500000000000007 24.500000000000004 2474.0000000000005 3896.5000000000005 0.014561384916305544 2.5905631780624394 3052.5000000000005 41.500000000000007 7.5000000000000009 1.4238294959068301 3.2059261798858647 3.0560940504074101 3.8025527000427251 48.500000000000007 208.50000000000003 0.023532669059932235 3686.5000000000005 3496.5000000000005 38.500000000000007 23.500000000000004 0.27315609157085424 2254.0000000000005 0.77469253540039074 4.5000000000000009 2086.0000000000005 0.48591269552707678 2.5222705602645878 1379.0000000000002 0.057189542800188072 0.0048679357860237369 13.500000000000002 0.71803855895996105 0.0017731467378325763 1.3371160321185018e-06 1.5000000000000002 2.8523025512695317 6.0346180816850401e-06 1.0000000180025095e-35 1902.5000000000002 2.5000000000000004 117.50000000000001 41.500000000000007 0.010012499056756498 116.50000000000001 decision_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 2 2 2 2 2 2 2 2 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 5 -3 7 8 -7 12 14 -12 61 35 38 16 17 18 19 20 57 23 52 24 26 -20 -22 32 29 31 -30 -29 33 -10 -17 -13 -37 -23 39 -11 41 53 43 -43 -44 -45 49 48 -48 50 -47 -46 -21 55 -55 -40 -42 -8 -53 -19 -35 -6 right_child=1 2 -4 -5 9 6 15 -9 27 10 11 13 -14 -15 -16 34 -18 59 25 22 21 37 -24 -25 -26 -27 -28 28 30 -31 -32 -33 -34 60 -36 36 -38 -39 40 -41 56 42 44 45 51 46 47 -49 -50 -51 -52 58 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=-0.006856969117092074 -0.046515702847420362 0.031737406727044316 0.05317163445110798 -0.071251407582769002 0.0039801217752327509 -0.024665959891702491 0.0043594800880992013 -0.034275532480843918 0.054800481554357697 -0.072147661168883659 0.031150352191653824 0.023241346264512117 0.055909687752722974 -0.035378159012623804 -0.034101240459123515 0.097861498223781151 0.044517970027954795 -0.054793583293189591 0.054976209088447282 -0.043917747836302215 0.03567645818564779 -0.015914392825551526 0.051702888209111376 0.062362647746740996 0.054185965174125827 -0.029063352860332445 -0.068684896026142458 0.021825418424766829 -0.064406074541674449 0.062316072623022405 0.00094861247741255788 -0.044800249674034676 0.077178900391233402 -0.0089798884595059161 0.02078655148133696 -0.026824021001103177 0.019877988597295178 0.072480001007135586 -0.0098237820336862132 0.017716522388048297 -0.061135977761952835 0.054317915751229656 -0.073161851007844197 0.019282539536158091 0.0054684238552531895 -0.025861466446409395 -0.003109216832479166 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3.626007147820701 1.1695441053686861 4.8254448761936128 3.317518958776418 0.38107437901817309 0.91833127237714807 0.58987077044776004 1.6362883022275121 1.0692232944852609 1.4158492209617159 4.0062359473672577 2.6793899132239858 1.8788774834504223 3.2432721700818092 1.6698484563471536 1.4880062557595009 2.3007530522572779 0.52388130694680501 2.9834092968244481 2.5500942347571254 1.96171965213216 2.2333929978894957 2.3935189357957825 1.098798446191722 0.89226816408336151 0.93573424101668923 3.1905235793618658 1.7814348529324204 97.342925961556148 leaf_count=19816 9024 1607 16 11 25469 3057 1033 398 97 580 94 64 15 49 209 14 40 319 318 645 54 458 331 99 160 108 176 76 99 45 32 153 45 243 116 132 59 20 109 286 80 136 324 421 158 299 249 90 58 274 27 177 65 54 53 124 71 23 30 821 203 3323 internal_value=-0.000305129 0.000887836 0.00104128 0.000913221 0.0010327 0.00670302 0.00451603 -0.00527236 0.00122268 -0.000181507 -0.00645377 0.00555631 0.00158052 -0.00487305 -0.0125698 0.0114252 0.0090577 0.00638738 0.0104807 0.00572171 0.0130166 0.0286646 -0.0141018 0.0427866 0.0124677 0.0424137 -0.0245795 0.0099133 -0.00488336 0.0164072 -0.0351575 -0.00585991 0.022849 0.0161905 0.0507613 0.00269517 -0.00779719 -0.0020841 -0.00895585 -0.0442406 -0.0070096 -0.00445147 -0.0101876 -0.00111021 -0.0285138 -0.00503222 -0.0138043 -0.000146672 0.0146286 -0.0323913 -0.0075595 -0.0189336 -0.022697 0.0140357 -0.00202787 0.0343834 -0.03666 -0.00159938 -0.0356165 -0.0171302 0.00540217 0.00126386 internal_weight=422.2 357.166 356.014 355.142 354.555 62.5318 57.5079 23.7959 19.442 292.023 64.0444 21.6096 227.978 15.3533 42.4348 33.712 31.7982 29.5713 25.1873 21.9205 16.0238 7.73871 5.89663 5.30313 2.08066 3.26686 1.10202 14.5558 6.78949 3.98618 2.80331 2.68424 7.76627 6.91838 1.91385 12.3013 8.14296 2.43558 36.336 1.89946 34.4365 31.7014 24.1945 16.1801 8.01438 15.1109 11.1046 6.40113 4.73128 4.70351 2.40276 6.59853 5.21542 7.50696 4.19511 3.31185 2.73509 8.28513 3.91914 4.384 5.40744 226.657 internal_count=72736 52920 43896 43880 43869 10855 9248 4448 4050 33014 4207 398 28807 304 3809 4800 4670 4630 3490 3064 2023 967 1041 489 390 426 230 993 405 274 131 229 588 543 130 255 191 478 3600 866 2734 2583 2243 1554 689 1418 997 397 307 600 326 365 710 340 107 233 151 1056 207 1140 446 28792 is_linear=0 shrinkage=0.05 end of trees feature_importances: age_ratio=808 qdrant_cosine_score=721 citation_count_ratio=585 query_age_days=527 candidate_position=517 candidate_citations_per_year=504 query_num_references=493 candidate_citation_count=484 candidate_num_cited_by=452 candidate_influential_citations=450 cosine_x_citations=440 query_citation_count=429 citations_x_recency=405 category_x_recency=390 cosine_x_recency=278 candidate_age_days=242 position_inverse=218 candidate_recency_score=182 year_diff=179 cosine_x_cocitation=101 shared_author_count=85 candidate_log_citations=75 query_log_citations=69 co_citation_count=55 same_primary_category=40 candidate_is_newer=13 parameters: [boosting: gbdt] [objective: lambdarank] [metric: ndcg] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 500] [learning_rate: 0.05] [num_leaves: 63] [num_threads: 16] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.8] [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: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 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: 20] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: 5,10,20] [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