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=none none [0:214251] [0:12.274908065795898] [0:31154] [365:6933] [9.5076399020399549e-07:0.48190897703170776] [0:5626] [520:6912] [0:17] [0:1] [0:29] none [0:1] [0:8.6353321075439453] [0:214251] [0.052799075841903687:13.307102203369141] [0:56494.60546875] [94:443] [0:2250] none none none none none none none none none none none none none [0:0.479026198387146] none none [0:3.181218147277832] tree_sizes=6867 6804 6819 6763 6795 6799 6797 6782 6808 6760 6813 6812 6809 6808 6811 6806 6831 6841 6813 6775 6821 6827 6844 6866 6865 6863 6838 6851 6859 6847 6873 6878 6878 6913 6860 6895 6935 6904 6896 6878 6871 6912 6866 6916 6872 6912 6901 6903 6904 6912 6870 6926 6936 6907 6907 6935 6933 6913 6935 6950 6907 6919 6926 6923 6910 6923 6910 6881 6916 6924 6908 6908 6921 6922 6946 6968 6894 6884 6951 6910 6910 6965 6946 6907 6942 6939 6909 6927 6954 6950 6975 6933 6927 6913 6905 6953 6935 6896 6906 6923 6916 6932 6900 6949 6900 6918 6907 6886 6909 6879 6959 6953 6960 6942 6943 6933 6934 6900 6951 6873 6959 6926 6985 6901 6956 6929 6930 6931 6927 6875 6921 6941 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749 594 486 111 842 456 108 82 3073 1475 381 821 769 535 223 219 179 123 155 168 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=63 num_cat=0 split_feature=11 33 4 14 3 9 16 8 18 5 33 15 14 16 8 15 8 18 8 4 14 14 5 16 18 18 19 16 4 19 14 8 18 9 19 15 19 8 16 16 16 16 14 14 3 15 14 16 4 8 11 15 33 8 15 18 14 15 16 16 16 33 split_gain=39.9878 35.7916 8.13533 7.09585 6.01532 7.46044 5.40209 3.47459 3.12981 3.11507 2.61185 2.54481 3.96511 2.67646 2.50633 2.60297 2.24597 2.09427 2.617 2.00605 2.1914 2.11148 1.89715 1.91024 2.67856 1.6556 1.64064 1.81707 1.47215 3.04844 1.60598 1.45218 1.92772 1.40472 1.55622 2.27876 1.5969 1.35528 1.32287 1.97099 2.18034 1.54784 1.68699 1.29092 1.45664 1.26428 1.21401 1.87685 2.22656 2.02032 2.09279 1.71248 1.74891 1.5211 1.20591 1.13972 1.65697 3.05001 1.1245 1.12127 1.11819 1.08128 threshold=1.0000000180025095e-35 5.9057470934931196e-05 737.50000000000011 3.1112881898880009 3.5408543348312382 2.5000000000000004 1.8207099437713625 1679.5000000000002 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num_cat=0 split_feature=11 10 4 6 6 7 2 18 16 16 4 2 16 6 8 16 15 16 16 18 7 19 16 8 2 16 15 8 7 16 16 8 19 19 16 15 16 15 6 11 7 19 19 4 16 18 4 19 5 8 19 5 18 2 2 7 15 18 16 15 15 2 split_gain=34.002 30.5713 8.13453 7.4533 5.50312 4.74 4.42062 2.44408 2.33301 2.46759 2.13774 4.51662 4.70338 4.41854 3.74338 2.32133 2.07249 1.91826 2.76219 2.89912 2.6968 1.86164 1.72983 1.69224 1.60756 1.54048 1.79854 1.45693 1.43573 1.3724 1.33722 1.33372 1.33158 1.89354 1.321 1.22726 1.64896 1.18965 1.49111 1.12512 1.17381 3.24612 2.55938 1.70864 1.69937 1.62284 1.61496 2.85203 1.43249 1.17949 2.06606 1.69544 1.34813 1.18796 1.09619 2.22546 1.06987 1.02445 1.18991 1.00992 1.00841 1.00162 threshold=1.0000000180025095e-35 1.0000000180025095e-35 820.50000000000011 0.00042817353096324956 0.015222274232655765 21.500000000000004 458.50000000000006 96.500000000000014 1.0030063986778261 0.1594268083572388 23.500000000000004 34.500000000000007 1.8207099437713625 0.012689308263361456 1991.0000000000002 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176.50000000000003 1.5000000000000002 5.7575675782572952e-06 0.026656850241124633 1.186214327812195 2565.5000000000005 2.8262445926666264 0.98647853732109081 4.6395599842071542 8659.0000000000018 3.3519641874590895e-05 0.00020675377163570377 4017.5000000000005 0.0043438270222395667 97.500000000000014 5.7806207678368091e-06 3.5907019992009743e-05 10970.500000000002 0.13116724789142611 132.50000000000003 112.50000000000001 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 7 23 8 24 -7 59 42 13 12 25 -5 14 16 17 40 21 19 55 -21 -16 -23 -4 -6 38 27 -27 -29 30 -15 -32 -17 -30 -35 36 44 43 39 -2 -10 61 45 -37 -28 46 47 -3 -40 -46 54 -36 -53 -54 -50 56 -9 -51 -31 -1 -34 -8 right_child=11 4 3 10 5 6 41 18 9 -11 -12 -13 -14 29 15 32 -18 -19 -20 20 -22 22 -24 -25 -26 26 35 28 33 58 31 -33 60 34 51 37 -38 -39 48 -41 -42 -43 -44 -45 49 -47 -48 -49 50 57 -52 52 53 -55 -56 -57 -58 -59 -60 -61 -62 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11836 9768 6195 1415 1254 2068 4780 3580 374 1394 213 3456 2255 1406 849 1017 1954 1923 1318 668 285 9394 161 1296 862 521 467 1201 136 93 389 343 302 341 180 161 434 244 809 177 1200 112 127 427 166 150 190 115 163 179 162 82 135 605 379 70 1065 114 367 132 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=63 num_cat=0 split_feature=11 10 4 2 6 36 16 15 16 6 16 16 16 16 2 4 19 19 4 18 11 19 15 5 5 19 16 2 2 4 36 17 4 6 18 2 17 6 2 16 2 16 16 36 15 15 6 2 19 15 15 2 16 15 9 36 4 17 16 5 15 5 split_gain=22.8923 18.6024 5.78721 5.78361 5.47348 5.18752 4.35655 4.09329 3.30224 2.14814 2.19051 2.02946 2.17089 1.77286 1.76361 2.22282 1.73829 1.58248 2.03701 1.49052 1.33889 1.37481 2.48875 2.76886 2.45854 1.85246 1.4906 1.62802 1.66499 1.27083 1.26536 1.26445 1.20981 1.2775 1.19321 1.56691 1.6576 1.19016 1.27022 1.12167 1.36003 1.09443 1.07872 1.31507 1.16944 1.07268 1.04736 1.02822 1.00631 0.971031 1.62499 1.31618 1.35519 0.970901 0.963371 0.880198 1.28788 1.52061 1.55834 1.26766 1.26587 1.19523 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697 201 186 614 525 506 403 103 833 276 2430 344 330 287 300 162 312 644 248 212 106 93 640 117 835 233 147 118 602 96 134 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=63 num_cat=0 split_feature=10 4 4 16 2 7 6 15 2 16 16 9 5 16 18 36 6 18 4 19 6 4 36 36 4 15 18 2 18 15 18 15 18 6 19 15 2 15 7 16 6 4 18 16 15 36 5 15 18 15 15 15 2 16 16 19 6 6 19 7 6 7 split_gain=17.8574 4.92722 3.59931 2.39797 2.29882 2.09019 2.50881 2.01039 2.31205 2.79184 2.3144 1.8696 1.86914 3.40795 1.83482 2.74324 2.09133 1.77764 1.74621 1.69689 1.68301 1.6402 2.70177 1.71409 1.5594 1.47461 2.33733 1.42414 1.4175 1.32936 1.30667 1.29961 1.27809 1.23505 1.22678 1.45738 1.78848 1.21906 1.47128 1.90118 1.37978 2.32243 1.20284 1.66155 1.40243 1.44162 1.27391 1.15809 1.40521 1.13211 2.7831 1.10322 2.00013 1.09118 1.0897 1.26868 1.05698 1.5515 1.06173 1.04431 1.88908 1.34706 threshold=1.0000000180025095e-35 294.50000000000006 385.00000000000006 3.0894895792007451 13287.500000000002 21.500000000000004 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Tree=15 num_leaves=63 num_cat=0 split_feature=33 4 19 9 15 17 4 16 18 7 5 15 7 16 16 17 6 7 36 6 17 19 2 16 17 18 2 17 2 5 8 18 17 5 16 15 17 17 4 16 16 4 7 9 2 8 19 4 8 36 4 17 8 15 5 2 6 19 15 7 16 7 split_gain=14.387 5.38993 3.05945 3.00116 2.26368 2.62535 2.87646 2.8128 2.61599 3.72391 2.78713 2.9047 2.70945 1.84693 2.491 1.71736 1.66597 1.64315 1.56817 1.53231 1.51308 1.7773 2.11992 1.67013 1.73695 1.5471 1.45968 1.70582 1.35018 1.32614 1.29828 1.27013 1.25852 1.2505 1.2408 3.26971 1.2401 1.19862 3.7803 1.17617 1.91963 1.50616 1.50884 1.16541 1.12555 1.09462 1.07166 1.26835 1.56369 1.04899 1.03439 1.55879 1.02672 1.01661 0.993448 1.26985 0.955988 1.00454 1.16286 0.955967 1.79524 1.02033 threshold=9.5171569114427267e-07 444.50000000000006 61.500000000000007 1.5000000000000002 0.034922070801258094 57.215648651123054 2.5000000000000004 2.9201554059982304 160.50000000000003 92.000000000000014 3999.5000000000005 13.210330963134767 146.00000000000003 0.14977683126926425 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17 17 2 9 19 17 2 16 7 18 17 2 16 7 16 6 5 2 18 7 split_gain=18.5379 16 3.8249 3.07319 2.96034 2.33555 2.78731 2.17315 1.73627 1.66488 1.61171 1.50491 1.48997 1.93801 1.66673 1.4036 1.38476 1.91775 1.38179 1.95562 1.2847 2.12016 1.66835 1.21119 1.47318 1.752 1.08108 1.02158 1.65564 1.22129 2.34801 1.02132 1.14765 1.02318 0.99488 1.12455 1.73021 1.3434 2.88267 2.16777 1.23527 1.08614 1.05762 1.93474 1.10725 1.05758 1.32418 1.15016 1.13331 0.999966 1.11777 0.991904 0.9815 1.58385 0.941303 0.937442 1.25339 0.935689 1.93915 0.886602 0.846388 0.821633 threshold=1.0000000180025095e-35 5.7806207678368091e-06 59.500000000000007 4.5000000000000009 0.015222274232655765 0.00040282856207340961 53.500000000000007 21.500000000000004 1.3485356569290163 8659.0000000000018 6029.0000000000009 6263.0000000000009 1.0030063986778261 0.1594268083572388 1.0171361565589907 19965.000000000004 1.0592757463455202 12.000000000000002 3261.5000000000005 0.0007237970712594689 6.5000000000000009 62.000000000000007 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3349 2078 345 1271 3247 352 5006 438 388 1391 1325 1305 910 177 871 257 142 133 211 88 578 137 100 441 382 857 91 766 716 283 207 433 216 160 84 217 67 136 112 68 141 155 421 4568 2431 1062 2137 1258 879 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=63 num_cat=0 split_feature=11 10 15 5 36 17 15 5 16 16 5 18 18 8 4 4 8 15 8 8 17 17 4 2 17 11 15 15 15 8 17 11 8 14 2 4 2 2 18 5 17 4 14 8 14 5 16 8 16 5 14 8 36 36 16 16 2 16 18 5 4 17 split_gain=10.975 10.7489 3.0734 2.95822 2.50418 2.13106 3.35354 2.33935 1.963 2.13535 1.74487 1.92021 1.53261 1.89163 1.44418 1.44315 1.39565 1.25998 1.1654 1.15693 1.05321 1.34197 1.16216 1.91737 1.72449 1.14281 1.00129 1.40612 1.16791 0.998533 0.992268 0.947138 1.07527 0.920513 0.901476 0.896082 1.18688 1.04526 0.847628 0.923244 0.829554 1.59849 0.805612 0.955476 1.15836 0.795772 1.10599 0.805205 1.03046 0.785039 0.759517 1.08715 1.05091 0.773146 0.76036 0.972184 1.16783 0.940756 1.15991 1.08634 1.33589 1.32319 threshold=1.0000000180025095e-35 1.0000000180025095e-35 78.172431945800795 1942.5000000000002 0.0018390676123090091 4.0562281608581552 0.11308282613754274 4098.5000000000009 1.0030063986778261 0.20863854885101321 1859.5000000000002 138.50000000000003 104.50000000000001 1395.5000000000002 1474.0000000000002 752.50000000000011 1329.0000000000002 307.36842346191412 1221.5000000000002 6646.0000000000009 59.608959197998054 45.343029022216804 255.50000000000003 1712.5000000000002 1287.4163818359377 3.5000000000000004 0.707432121038437 0.047681007534265525 0.75199273228645336 1669.0000000000002 1969.4668579101565 2.5000000000000004 1898.0000000000002 4.4537384510040292 31.500000000000004 31.500000000000004 239.50000000000003 268.50000000000006 96.500000000000014 1791.5000000000002 982.47918701171886 1049.0000000000002 6.4494524002075204 2404.0000000000005 6.1546325683593759 1352.5000000000002 1.0866037011146548 1224.5000000000002 1.2537125349044802 3977.5000000000005 5.7381203174591073 5750.0000000000009 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523 668 530 453 284 3151 850 401 295 208 449 174 106 275 243 194 108 83 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=63 num_cat=0 split_feature=11 33 19 7 17 9 16 15 16 19 5 36 19 16 36 7 16 18 36 19 2 15 36 36 7 16 15 17 18 6 18 15 17 15 17 16 15 36 7 15 2 18 5 36 16 33 15 15 2 15 9 5 16 15 15 5 5 19 5 16 7 17 split_gain=10.3256 10.1626 2.92408 2.69693 2.28223 2.69917 2.21318 1.91659 1.62302 1.47749 1.28149 1.23707 1.93085 1.23443 1.4553 1.98794 1.17585 1.12856 1.07388 1.01079 1.21412 1.01894 0.960969 0.95297 0.935943 1.67661 1.03758 0.911186 1.03654 0.903729 0.894247 1.63034 1.2244 1.67278 2.07078 1.2329 1.0263 0.876823 0.860485 1.20761 1.02408 1.3398 0.845057 1.18762 1.05224 0.842656 1.46508 0.832546 0.830323 0.79258 0.783564 1.36132 0.777983 0.757052 0.867213 0.725116 0.779573 0.709406 0.699605 0.887674 0.698083 0.824347 threshold=1.0000000180025095e-35 0.00015735605120426047 59.500000000000007 21.500000000000004 4.0562281608581552 2.5000000000000004 0.055000070482492454 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3706.5000000000005 1.1420944929122927 35.000000000000007 623.70782470703136 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 22 7 13 -5 37 -4 38 30 12 18 14 27 -16 29 60 19 20 21 -2 -1 -24 26 -26 57 28 -6 -15 31 -9 33 35 -35 36 58 -3 39 -10 41 -40 44 -44 47 -21 -47 -18 -22 -11 -31 -52 -27 -30 -55 56 -7 -13 59 -32 61 -8 right_child=11 2 8 6 5 55 17 10 9 49 -12 24 -14 16 15 -17 42 -19 -20 45 48 -23 23 -25 25 52 -28 -29 53 50 32 -33 -34 34 -36 -37 -38 -39 40 -41 -42 -43 43 -45 -46 46 -48 -49 -50 -51 51 -53 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=-0.010230610819754814 0.013564057403761634 -0.0057382076007693669 -0.0085864318685224608 0.11300979101951032 0.02390114829057147 -0.019812861814317975 -0.047871526080663002 0.05154207780124586 0.056571508976069752 -0.02298414715880789 -0.031729999310287381 0.0079609121284416797 -0.031062994842979804 0.0069959250328754247 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num_cat=0 split_feature=11 33 19 5 2 4 36 15 19 7 15 4 8 15 7 8 7 17 2 5 36 19 11 5 8 4 19 19 36 2 5 9 15 6 36 8 4 5 33 5 36 8 15 2 2 8 7 8 36 36 17 36 33 4 15 17 8 15 15 17 4 15 split_gain=9.0326 9.0395 2.98055 2.52074 1.68927 2.16265 1.83113 1.76886 1.64868 1.39733 2.53803 1.35075 1.24633 1.2198 1.21606 1.1806 1.03293 0.988489 0.977281 0.971978 0.915478 0.912856 1.47635 1.07351 1.15474 1.07067 1.26531 0.981678 0.85236 0.808512 0.782189 0.859745 0.773853 0.944995 0.821359 0.815437 0.738611 0.719575 0.776313 1.11022 1.02675 0.957486 0.820352 1.3797 1.28206 0.872834 1.17525 0.998529 0.710066 1.05193 0.709677 1.1549 0.618863 0.617116 0.701493 0.669493 0.615063 0.599127 0.798472 0.658185 0.910381 1.8932 threshold=1.0000000180025095e-35 5.7806207678368091e-06 59.500000000000007 1942.5000000000002 35.500000000000007 7.5000000000000009 0.074010942131280913 0.14800794422626498 4.5000000000000009 67.500000000000014 307.36842346191412 1474.0000000000002 1329.0000000000002 0.16352089494466784 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0.810997 0.952452 0.904185 0.844549 1.15558 0.790465 0.925026 0.788337 0.767005 0.765227 0.752216 0.956937 threshold=1.0000000180025095e-35 350.50000000000006 0.00035020231734961277 0.022037724964320663 1.0000000180025095e-35 47.500000000000007 3.5000000000000004 62.000000000000007 2.5000000000000004 5.8623392581939706 76.500000000000014 67.500000000000014 3.1347392797470097 21.500000000000004 27.500000000000004 3439.5000000000005 1122.1494750976565 1511.5000000000002 96.500000000000014 72.500000000000014 1.0000000180025095e-35 2.0414142608642583 1.5000000000000002 2.2374503612518315 30.500000000000004 1.0000000180025095e-35 17.973155021667484 19.144226074218754 81.500000000000014 85.500000000000014 125.85430145263673 27.13266754150391 1.5127559304237368 0.051457684487104423 1.3824534416198733 1.2458893656730654 31.716422080993656 2.1389189958572392 13.500000000000002 483.50000000000006 2.5000000000000004 16.500000000000004 1.6002553105354311 1.3603779673576357 0.00034880431485362356 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7376 5767 1411 383 1627 1318 1028 967 3964 1124 391 244 910 451 459 356 733 228 133 184 149 3147 4140 3028 3929 106 2942 2220 1775 1041 734 569 165 925 834 580 330 225 254 214 163 3455 2174 1281 1245 1932 405 372 347 316 265 110 84 1112 148 105 137 132 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=63 num_cat=0 split_feature=11 33 15 7 8 19 19 8 16 33 5 15 18 33 11 15 16 19 17 5 2 16 8 6 2 15 17 2 16 16 8 6 15 15 18 8 18 18 8 16 7 15 16 18 19 7 18 8 6 17 2 18 33 2 16 5 16 8 7 15 17 18 split_gain=5.26351 4.89491 2.16177 1.77302 1.58757 1.39132 0.961502 0.939343 1.01431 0.82807 0.79893 0.780636 1.27436 0.839626 1.01829 0.858501 1.00174 0.928048 1.73274 0.902796 1.16207 0.825459 0.761193 0.759164 0.741664 1.43559 1.54517 1.02037 1.07048 1.14693 0.926676 1.65311 0.972896 1.56865 0.997142 0.887253 0.761078 0.737783 0.949526 1.28749 1.378 0.85209 0.738031 1.80823 0.72844 0.982703 0.918445 0.85723 0.856164 0.84557 0.977946 1.01036 0.801925 0.800988 0.76338 1.18329 0.855803 1.1657 0.806526 0.773743 0.71973 0.712873 threshold=1.0000000180025095e-35 5.7806207678368091e-06 60.257812500000007 21.500000000000004 1875.0000000000002 118.50000000000001 151.50000000000003 1224.5000000000002 0.14977683126926425 1.0000000180025095e-35 5872.5000000000009 0.12251481413841249 164.50000000000003 5.8505465858615943e-06 2.5000000000000004 0.51556631922721874 1.1376779675483706 4.5000000000000009 16.974621772766117 6042.5000000000009 2876.0000000000005 1.0792338848114016 1120.0000000000002 0.0053268484771251687 35.500000000000007 0.054969789460301406 10.937088489532472 21.500000000000004 1.1553174257278445 1.1617245674133303 1340.5000000000002 0.0030245302477851514 0.23152419179677966 0.35785786807537084 147.50000000000003 1217.5000000000002 129.50000000000003 101.50000000000001 4149.0000000000009 1.3538377881050112 157.00000000000003 2.056803941726685 1.8331363797187807 132.50000000000003 96.500000000000014 101.00000000000001 214.50000000000003 1597.0000000000002 0.13094217330217364 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1765 692 518 515 333 194 110 78 182 123 573 507 490 265 66 225 95 4303 4233 1645 2588 1330 1294 1231 313 70 918 1290 332 958 171 244 201 174 130 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=63 num_cat=0 split_feature=33 11 4 11 36 7 3 16 17 16 15 16 36 36 8 11 33 7 3 8 16 8 15 3 16 7 6 8 15 7 17 17 6 10 16 16 36 7 8 7 3 19 19 4 3 3 8 16 15 36 36 17 6 36 11 7 33 4 19 17 15 16 split_gain=4.53991 2.39509 2.29424 2.19103 2.09668 1.87504 1.66868 1.25539 1.29647 1.25316 1.24174 1.36125 1.15013 1.2924 1.13848 1.11194 1.08494 1.3561 1.05897 1.05564 1.00964 1.13564 1.41755 0.974627 0.948734 0.91319 1.18641 1.30194 0.885854 0.805075 0.790296 0.931593 0.767197 1.65934 1.23932 1.9052 0.881402 0.808638 0.815445 0.742272 0.726663 0.837623 1.26002 1.58015 0.701702 0.898391 0.696428 0.688982 0.666313 0.637865 1.03095 0.665723 0.639129 1.16516 0.905635 1.23426 0.66282 0.637839 1.33121 0.8126 0.724818 0.628744 threshold=0.00019142786914017054 1.5000000000000002 469.50000000000006 1.0000000180025095e-35 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36 4 18 7 4 36 6 18 18 17 6 33 6 16 3 16 16 16 19 16 16 3 16 36 19 19 16 16 3 4 4 19 7 19 7 8 split_gain=2.52894 1.53709 1.66953 2.16768 1.52218 1.45249 1.19044 1.11764 1.29726 1.10356 0.971146 0.995569 0.905774 0.926139 0.940836 0.902107 1.01159 0.840328 1.84656 1.08742 1.1773 1.03342 1.39114 0.951157 0.908939 0.878056 0.853312 0.83691 1.29172 1.1541 0.90709 1.07578 1.448 0.976684 0.891201 0.899454 1.05621 0.832818 1.8336 1.2152 1.18063 0.819301 0.816751 1.19216 0.789597 0.777086 1.70076 0.929775 1.13628 0.733416 0.761459 1.2151 1.20997 0.731128 0.722644 0.718409 0.716076 0.850055 0.681735 0.72309 0.665261 0.899198 threshold=5.9057470934931196e-05 1.0000000180025095e-35 1.9270932674407961 194.50000000000003 2.5000000000000004 2.1066205501556401 959.00000000000011 0.016002672724425796 1.0000000180025095e-35 469.50000000000006 534.50000000000011 85.500000000000014 7.4969289302825937 273.50000000000006 197.50000000000003 1421.0000000000002 2.4085862636566167 3.113268375396729 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split_gain=2.47615 1.8724 1.78249 1.15641 0.987758 1.12503 0.973341 1.20363 1.12121 1.03064 0.764342 1.04521 0.793363 0.674789 0.669338 1.26393 0.933811 0.66197 0.744074 0.63729 1.31739 1.18046 1.06822 0.867126 0.880668 0.831667 0.811293 0.628971 0.622656 0.685984 0.612257 0.763366 0.731047 0.851721 0.905818 0.667322 0.818484 1.05744 0.785857 0.712135 1.16153 0.700635 0.66156 0.64781 0.965328 0.685408 0.597436 0.923915 0.889818 1.14326 0.950932 1.21743 0.858683 0.698278 0.801312 0.692982 0.675979 0.671761 1.24826 0.713396 0.664364 0.670912 threshold=1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 118.50000000000001 1976.5000000000002 14.500000000000002 5639.0000000000009 631.50000000000011 1.0284243226051333 78.172431945800795 0.010183367878198625 0.90139606595039379 2.5000000000000004 13287.500000000002 1801.5000000000002 1.1106827259063723 3036.0000000000005 2030.5000000000002 70.500000000000014 0.73673379421234142 5.5000000000000009 0.41824768483638769 0.86270302534103405 1.046903192996979 2.5000000000000004 150.50000000000003 1.0592757463455202 2.7447152137756352 1.0792338848114016 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3537.5000000000005 0.0041075907647609719 0.00034602501546032732 2.2080153226852421 33.500000000000007 30.500000000000004 3.947088479995728 4.1589951515197763 0.00045600831799674785 3036.5000000000005 1.5000000000000002 2.4288070201873784 0.37518328428268438 1.4603523612022402 1.5789088010787966 31.500000000000004 0.047681007534265525 1.3538377881050112 1.4188610911369326 5.5000000000000009 0.14460395276546481 1.4855170249938967 0.15735539048910144 0.38338579237461096 1.5000000000000002 1.0030063986778261 1.3530242443084719 1352.5000000000002 0.046934630721807487 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 5 -1 13 9 -9 -8 12 -12 14 19 15 30 -17 18 -11 20 22 -21 25 -23 -25 -2 -27 -7 -26 -30 -3 -32 35 -34 -35 39 41 38 43 42 -41 -37 -33 45 -45 -38 48 52 -43 -50 55 -52 -48 54 -54 -51 60 59 -59 -57 -49 -62 right_child=3 10 -4 -5 -6 27 7 8 -10 17 11 -13 -14 -15 -16 16 -18 -19 -20 21 -22 23 -24 24 28 26 -28 -29 29 -31 31 32 33 34 -36 36 37 -39 -40 40 -42 46 -44 44 -46 -47 47 56 49 50 51 -53 53 -55 -56 57 -58 58 -60 -61 61 -63 leaf_value=-0.00499467659203379 -0.011795309953111063 -0.033444362241100277 -0.042928829061862218 0.037210835810115327 0.018175301466241179 -0.048043757251996201 -0.057600183501595639 0.030078905912265832 -0.011402805849606366 -0.031185017396647186 0.013851771613039233 -0.018524544472245354 0.025801959506983427 0.029198275822809396 0.022002088754031361 -0.085817656164708198 -0.01678237117262419 -0.042135408455555343 0.0083789527432288537 -0.015585295287445603 0.055657559369306844 0.052008113780118138 -0.03155332604553631 -0.012396406536327101 0.02352672873846666 0.046473140300231273 0.0058885803715595843 -0.017401202115537206 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111.377 37.3102 108.78 105.989 8.92657 7.3565 6.11707 32.6894 9.98838 22.7011 7.9934 17.022 15.8377 6.70987 4.99374 15.8156 11.7683 4.43215 97.062 95.6167 94.837 3.38561 1.0754 91.4514 76.2056 11.47 6.80404 15.2458 3.27537 64.7356 11.9704 5.0576 1.93853 3.11907 62.569 25.866 36.703 28.0036 26.8084 7.48023 6.60324 6.1343 5.51961 19.3282 19.2627 18.3038 10.9748 7.32902 18.8264 18.399 internal_count=19379 18006 8569 1373 7544 7373 1340 378 98 280 9437 608 8829 962 8752 8714 491 225 179 880 244 636 220 375 364 186 121 3652 193 85 8223 8139 8091 529 311 7562 4965 909 152 2597 472 4056 2125 141 60 81 3878 1950 1928 1390 1373 286 445 429 385 1087 1505 998 726 272 1474 1460 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=63 num_cat=0 split_feature=11 33 36 19 4 14 18 8 4 3 19 6 18 19 16 8 6 4 36 8 16 6 18 4 17 18 16 16 14 14 17 17 6 9 19 18 19 9 6 4 16 3 8 36 8 18 36 18 6 17 6 14 10 14 16 6 11 36 9 17 19 36 split_gain=2.49824 1.86636 1.19518 0.997574 1.34993 0.854758 0.816772 0.8424 1.34351 0.98823 0.973795 1.10961 0.822119 0.798221 1.13905 1.14802 0.748109 0.749089 0.717827 0.713065 0.705305 0.682289 0.823 0.599285 1.28152 0.871391 0.720676 1.50063 1.11296 0.767739 0.751099 0.84256 0.647926 0.717443 0.616649 1.17655 0.74918 0.709446 1.71478 0.970858 0.788298 0.675315 0.617659 1.08648 0.810413 0.784199 0.7506 0.718365 0.728634 0.795141 0.601382 0.598693 0.587574 0.572343 0.54866 0.544942 0.537006 0.796369 0.85183 0.840138 0.892056 0.738016 threshold=1.0000000180025095e-35 5.9057470934931196e-05 0.65711510181427013 172.50000000000003 904.50000000000011 1.0000000180025095e-35 210.00000000000003 907.00000000000011 1.5000000000000002 4.5900437831878671 121.50000000000001 0.048364002257585532 104.50000000000001 14.500000000000002 1.1106827259063723 1898.0000000000002 6.6587381297722472e-05 23552.000000000004 0.16828431189060214 4330.0000000000009 1.0030063986778261 0.061237256973981864 111.50000000000001 1.0000000180025095e-35 0.65753641724586498 371.00000000000006 2.9584294557571416 2.478696465492249 4.4537384510040292 3.2769666910171513 1.4006662964820864 2.1866613626480107 0.027681263163685802 1.0000000180025095e-35 470.00000000000006 318.50000000000006 328.50000000000006 5.5000000000000009 0.0008947202004492284 1511.5000000000002 2.4288070201873784 8.4575476646423358 1597.0000000000002 0.0093450746499001997 1576.5000000000002 170.00000000000003 0.22756312042474749 151.00000000000003 0.0022050711559131746 11.131766319274904 0.0012174466974101963 4.6539151668548593 1.0000000180025095e-35 4.6395599842071542 0.24579225480556491 0.00094814843032509099 1.5000000000000002 0.042871793732047088 6.5000000000000009 23.513760566711429 11.500000000000002 1.1301876838842874e-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 left_child=1 5 3 4 13 18 7 8 -7 -10 11 20 19 56 -15 -16 -3 23 -1 -13 -9 -14 -23 25 -25 32 27 30 50 -29 -26 -32 33 -18 35 36 37 40 39 -39 42 -37 43 -33 45 47 -47 48 -45 -50 -28 -31 -8 -17 -44 -30 61 58 59 60 -58 -2 right_child=2 16 -4 -5 -6 6 52 10 9 -11 -12 12 21 14 15 53 17 -19 -20 -21 -22 22 -24 24 26 -27 28 29 55 51 31 34 -34 -35 -36 41 -38 38 -40 -41 -42 -43 54 44 -46 46 -48 -49 49 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 -62 -63 leaf_value=0.0098010323605345236 0.033068960753448416 0.050041355061248682 0.054193983705684935 -0.022619968559461329 0.043012877639908978 -0.061554507389801484 -0.043424095363620824 -0.04968170768153949 0.047788291948667044 -0.0027319358468675722 0.015025957770819857 -0.046228932599051288 0.025719514951158391 -0.037971747664491004 -0.033174405234391913 -0.017571973915304791 0.029403759229174042 0.039919116476069424 -0.05422024967237863 0.00048510252476671148 -0.018325193189391128 0.0044071186943750165 -0.018632579750002858 0.056714198981899659 -0.047091383719329416 0.041099231963188584 0.022921469590314939 -0.029122817697383192 -0.066896220539702386 0.04181082197242756 0.025983819324367344 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3.42318 25.7626 18.3594 16.2676 119.008 107.05 11.9583 106.025 100.062 5.96244 7.80919 92.253 91.406 11.1984 9.45996 88.3414 86.5363 84.6699 84.1346 3.03473 2.55693 81.0998 1.86635 80.424 46.1063 43.5454 40.6623 7.41149 33.2508 31.7391 30.3964 3.71144 7.15217 4.82584 7.39853 34.3177 2.251 36.9814 10.8844 8.9405 7.7533 5.41221 26.097 internal_count=19379 18006 1373 1365 1310 10453 9758 7652 303 235 7349 7212 2453 1285 319 236 7553 7512 695 515 4759 1938 1858 7503 6423 1080 6412 5859 553 402 5457 5422 1035 842 5314 5290 5064 5050 248 222 4802 226 4756 2237 2151 2028 563 1465 1359 1303 255 335 2106 165 2519 298 966 259 240 227 174 707 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=63 num_cat=0 split_feature=11 33 9 11 15 5 17 6 9 6 16 16 4 15 4 15 16 8 18 3 8 15 4 18 3 16 16 3 15 15 3 4 7 15 15 6 3 4 6 18 18 4 3 5 6 15 15 3 15 16 17 7 3 5 18 33 17 7 8 3 3 4 split_gain=2.20786 1.56827 1.42542 0.986059 0.739693 1.15478 0.667166 0.912333 0.666125 0.816068 1.08895 0.940861 0.681051 1.10561 0.665119 0.647623 0.629223 0.58451 0.929525 0.988017 0.928849 0.703154 0.771289 0.963944 0.742908 0.731485 0.876107 0.659629 0.614292 0.597842 0.653891 1.48186 0.648821 0.641472 1.09479 0.578178 0.574146 0.741248 0.539087 0.799321 0.956716 0.538348 0.975473 0.835844 1.58508 1.16919 0.914118 0.681776 0.710043 0.782146 0.793721 1.3877 0.881027 0.842977 0.77844 0.549774 0.535676 1.06884 0.529325 0.568869 0.829405 0.526116 threshold=1.0000000180025095e-35 5.6548356042185341e-06 9.5000000000000018 5.5000000000000009 78.172431945800795 3601.5000000000005 425.56828308105474 0.022037724964320663 1.5000000000000002 0.0027094774413853888 2.1520406007766728 3.6414564847946171 4100.0000000000009 144.92543792724612 615.50000000000011 70.885749816894545 1.0460799932479861 1597.0000000000002 237.00000000000003 2.6020033359527592 1913.5000000000002 1.4188610911369326 1.0000000180025095e-35 419.50000000000006 5.5740516185760507 2.8967696428298955 2.5032930374145512 8.6376390457153338 1.4800883531570437 25.018181800842289 9.3030562400817889 871.00000000000011 16.000000000000004 0.047681007534265525 0.041695643216371543 0.3485435694456101 8.0691857337951678 959.00000000000011 0.024600230157375339 104.50000000000001 105.50000000000001 3345.5000000000005 9.0664606094360369 1672.5000000000002 0.029569865204393867 2.7447152137756352 5.7251908779144296 6.970259666442872 1.046903192996979 0.72442159056663524 24.884028434753422 851.50000000000011 5.5965666770935067 3989.5000000000005 194.50000000000003 0.00033113000972662126 8.5707869529724139 102.50000000000001 839.00000000000011 9.4946541786193865 9.1858425140380877 22.500000000000004 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 6 41 15 8 7 16 -6 12 14 -12 13 -10 -11 17 -1 21 19 -19 27 22 23 -3 25 26 -24 -21 -23 30 31 32 -22 34 -34 -35 -8 -38 -9 -40 -41 42 43 -2 45 47 55 48 49 -45 52 -52 54 -53 -51 -47 -50 -58 -30 60 61 -60 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24.5046 31.3414 28.947 28.0414 27.5796 27.1697 1.78239 25.3873 5.80173 5.01266 32.5776 30.6219 25.7834 51.4406 49.5698 46.012 45.1252 43.6087 9.40419 34.2045 32.2831 20.9296 19.8365 3.59817 16.2383 2.40927 14.2647 3.93798 11.3535 9.43267 24.0933 22.9162 21.5264 20.851 internal_count=19379 18006 9170 1373 8836 595 8014 7625 454 381 260 97 121 105 163 8241 4055 8211 4498 3670 3406 3713 1854 441 1413 1257 1106 938 1859 2468 2396 2385 2376 2363 74 2289 389 351 3570 3475 2862 1340 1299 1263 1227 1217 246 971 896 709 692 124 568 77 528 110 187 160 1821 1592 1576 1565 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=63 num_cat=0 split_feature=11 10 9 11 17 5 15 15 36 15 2 36 9 4 15 5 16 7 36 18 2 16 7 9 16 15 5 4 4 15 7 16 18 18 18 16 17 16 4 5 16 7 4 2 4 36 36 18 16 7 4 36 18 15 16 15 2 36 2 36 17 18 split_gain=2.0854 1.58553 1.47737 0.865096 0.717303 0.923765 0.699422 1.35791 1.22483 0.955462 0.637154 0.834712 0.680517 0.612433 0.758934 0.956231 0.787866 1.09237 0.765118 0.711176 0.688519 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104.50000000000001 111.50000000000001 371.00000000000006 1.0284243226051333 1.330707371234894 0.11428322270512582 83.500000000000014 3854.5000000000005 1.6516392827033999 8.0000000000000018 3345.5000000000005 5639.0000000000009 1753.5000000000002 0.011042510624974968 0.062639113515615477 104.50000000000001 1.8580761551856997 85.000000000000014 506.50000000000006 0.0049949204549193391 125.50000000000001 1.9559394717216494 0.091639488935470595 1.2970356941223147 97.500000000000014 0.086135204881429686 4286.5000000000009 0.30817961692810064 982.47918701171886 120.50000000000001 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 4 -2 5 31 13 -8 48 -10 -6 12 -12 14 15 16 20 -18 -19 29 39 22 -22 26 25 -23 -24 28 -28 -16 -29 32 54 -34 35 37 -37 -35 40 -3 -26 42 43 -11 45 -43 58 -46 -9 50 -50 -51 -14 61 -1 -32 -33 -36 -47 -48 -21 -17 right_child=3 6 -4 -5 10 -7 7 8 9 41 11 -13 52 -15 19 53 17 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164 1043 498 229 545 150 76 3944 3057 395 140 80 376 217 114 103 68 2952 2921 2917 2283 2244 436 223 198 162 130 634 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=63 num_cat=0 split_feature=11 4 7 11 5 8 2 16 8 17 16 8 17 2 16 7 8 4 8 16 16 4 2 7 18 2 2 2 16 4 4 9 18 6 33 33 18 7 2 17 4 17 17 9 5 2 17 16 2 8 17 2 7 2 2 7 33 4 2 7 9 4 split_gain=1.65769 1.31795 0.979266 0.967827 0.748849 0.946518 1.22937 0.722842 1.17025 1.32183 0.74223 0.696561 0.979377 0.810333 0.687929 0.617532 0.923492 0.746396 0.5754 0.676464 0.663728 0.571478 1.17565 0.630061 1.11423 0.602929 0.704054 0.670654 0.672901 0.633823 0.983938 0.879031 0.575636 0.562283 0.655761 0.740457 0.707136 0.993663 0.967333 0.746937 0.683786 0.648884 0.892404 0.635855 1.33593 0.696118 0.698273 0.654956 0.723741 0.8042 0.63283 0.567865 0.978529 0.905428 0.562468 0.679412 0.561765 0.699474 0.630948 0.558225 0.538315 0.514112 threshold=1.0000000180025095e-35 3806.5000000000005 1.5000000000000002 5.5000000000000009 3912.5000000000005 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1942 1136 806 664 578 668 557 506 142 794 342 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=63 num_cat=0 split_feature=4 11 17 17 11 8 15 15 4 2 2 17 33 19 8 15 2 14 19 9 14 15 33 14 4 6 33 4 8 33 9 2 33 6 4 2 4 2 4 8 8 36 33 8 13 4 36 36 6 2 8 19 19 15 4 9 14 14 15 17 2 17 split_gain=1.72661 1.01936 0.891313 1.43822 0.785664 1.41952 1.09738 1.11126 0.948637 1.00765 0.986591 0.881179 0.849408 0.772155 0.742839 1.13761 0.954593 0.689777 0.677297 0.863598 0.741165 1.2264 1.48716 0.851945 0.821017 0.750239 1.6 0.855682 0.852868 0.688654 0.673018 0.785095 0.623453 0.660369 0.588334 0.571204 0.854123 0.832646 0.925238 1.10937 0.600719 0.689726 1.04888 0.595417 0.560322 0.558063 0.557832 0.555874 0.800902 0.765752 0.643365 0.541444 0.949515 0.536333 1.15043 0.627795 0.752737 0.646742 0.625065 0.554309 0.659095 0.535644 threshold=249.50000000000003 1.0000000180025095e-35 147.61927795410159 623.70782470703136 1.0000000180025095e-35 3276.0000000000005 0.38616201281547552 0.42971870303153997 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847 837 425 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=63 num_cat=0 split_feature=4 17 17 16 4 11 6 4 17 33 11 18 19 17 16 11 14 8 11 19 33 14 19 17 15 17 33 15 4 8 16 17 17 4 16 14 17 2 18 16 4 2 16 17 16 17 18 18 4 19 4 18 2 14 36 17 16 16 2 33 36 8 split_gain=1.7759 0.969477 1.49412 0.960747 0.975465 0.902402 0.880995 0.793861 0.892956 0.762765 0.796355 0.73727 1.2489 0.700061 0.688126 0.669576 0.829293 0.638052 0.685678 0.585405 1.44877 0.520799 0.529618 0.693706 0.778738 0.682539 0.485594 0.829532 0.479054 0.763865 0.829803 0.710702 0.677295 0.566027 0.702262 0.685942 0.503249 0.471788 0.67895 1.10174 0.716565 0.530207 0.679699 0.471404 0.496458 0.470744 0.457038 0.481449 0.449019 0.53789 0.512541 0.874159 1.00204 1.05934 0.682463 0.592652 1.00888 1.06776 0.912914 0.589447 0.585185 0.740353 threshold=249.50000000000003 623.70782470703136 147.61927795410159 3.8406878709793095 1989.5000000000002 3.5000000000000004 0.0027094774413853888 16538.500000000004 375.85411071777349 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41.1661 40.1972 7.3277 182.511 0.968937 179.463 176.2 36.4473 21.088 16.5618 5.38546 11.1764 2.15429 139.753 131.447 73.4161 72.8525 58.031 7.61561 6.82699 5.64108 3.99745 38.1161 6.55464 5.61356 36.8363 35.1366 33.6664 1.94227 1.12968 0.861703 31.7241 2.79706 1.17541 28.927 27.5515 23.6882 19.4353 9.96136 6.27129 1.41424 4.85704 3.69007 2.56151 9.47395 4.46666 3.86328 50.4154 72.0425 6.28258 4.83459 65.7599 58.236 11.8488 46.3872 10.1093 8.97203 7.99691 3.34296 internal_count=19347 1982 1967 1476 1411 491 17365 65 16400 16032 1069 518 309 128 181 62 14963 14049 4652 4624 9397 1031 738 688 82 1385 469 363 1344 1269 1166 138 133 130 1028 158 102 870 854 739 679 377 279 79 200 98 67 302 155 115 8366 4520 274 234 4246 3703 354 3349 341 314 287 141 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=63 num_cat=0 split_feature=11 4 9 2 4 6 18 18 4 7 16 9 2 15 16 16 15 16 2 4 11 11 18 4 11 15 7 15 4 15 2 2 5 4 2 9 16 7 4 15 15 16 8 8 36 16 8 16 16 16 18 6 36 2 2 2 16 16 16 15 6 5 split_gain=1.511 0.845081 1.10336 0.980309 0.75443 0.656738 0.62615 0.721269 0.608338 1.25948 0.91644 0.593187 1.0893 0.708863 0.529181 0.526551 0.511588 0.718741 0.504112 1.60148 0.579279 0.496325 0.469731 0.852269 0.511592 0.443279 0.493176 0.859407 0.741602 0.868217 0.69008 0.923 0.831729 0.668059 0.545134 0.465252 0.860103 0.578438 0.76197 0.753597 0.886165 0.465418 0.458521 0.444191 0.602371 0.504292 0.440382 0.52325 0.627988 1.00113 0.545904 0.835696 0.785972 0.613517 0.694486 0.760216 0.651279 0.560065 0.565408 0.519595 0.484946 0.5292 threshold=1.0000000180025095e-35 17.500000000000004 3.5000000000000004 81.500000000000014 5.5000000000000009 5.5818404689489407e-06 146.50000000000003 129.50000000000003 3547.0000000000005 1.5000000000000002 1.3824534416198733 4.5000000000000009 224.50000000000003 1.046903192996979 3.7313505411148076 1.888907313346863 1.1060761213302615 1.470241963863373 2194.0000000000005 794.50000000000011 3.5000000000000004 1.5000000000000002 97.500000000000014 36.500000000000007 1.5000000000000002 2448.5000000000005 96.500000000000014 85.257190704345717 794.50000000000011 175.22727203369143 4286.5000000000009 3036.0000000000005 2552.5000000000005 310.50000000000006 1801.5000000000002 12.500000000000002 1.0460799932479861 934.50000000000011 959.00000000000011 0.047681007534265525 0.03807328641414643 1.0538368821144106 1565.5000000000002 1053.0000000000002 0.90139606595039379 0.12084333226084711 1610.0000000000002 1.1553174257278445 1.2537125349044802 1.3139553666114809 115.50000000000001 0.025197878479957584 0.051922930404543884 248.50000000000003 122.50000000000001 128.50000000000003 1.8078834414482119 1.5077877640724184 2.0629136562347417 38.003610610961921 0.013313196599483492 2025.5000000000002 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=8 3 18 4 16 -4 7 21 14 -10 -11 -5 13 -13 25 -12 17 -2 20 -20 22 -7 -3 24 -24 26 28 35 30 -30 31 33 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1.0020421077497301 4.5689697733469066 3.3796497990842909 0.99414676614105779 3.2010142304934561 1.666350801475345 3.282584932167083 2.3617804585956028 1.8464333275333045 2.0384621177799986 5.5814232130651362 1.1729348108638076 0.87278084503486653 0.34900932037271459 1.4453069041483093 2.2722050566226235 1.707798221614212 1.3218208217294876 0.80841071889153571 0.71737598383333534 1.0413845802831918 0.89789510943228279 2.8266040842863722 0.53212147764861484 1.0794031610712402 0.95731898909434665 2.8956897084135562 0.93934129399713118 1.2540272368350986 1.1685815441305747 3.7987048943759865 1.2037311992608 10.373964200611224 22.169399169040844 2.9703215322224414 1.2071095776045684 3.8901593121700007 9.7095645121880825 0.92084798635914911 1.1969874259084465 1.7048633033409704 0.89293902763165434 2.6521969502791762 5.3868324596551247 1.1982985989889132 1.3472560348454861 0.58258481137454499 0.90978274680674054 0.66487097321078181 leaf_count=6902 200 12 60 311 30 70 44 31 17 30 36 58 39 33 1129 97 21 70 60 49 24 39 61 119 28 55 52 48 37 47 66 11 55 53 121 237 23 223 9 352 26 100 35 780 61 1880 2955 131 94 390 720 55 42 170 22 42 554 130 116 13 50 41 internal_value=-0.000561181 0.00706131 0.012875 -0.00010526 0.0108763 0.000164411 -0.00736323 -0.00108318 -0.0027117 0.0106489 0.00045345 -0.0099317 0.00431988 -0.0257464 -0.00334503 0.00861164 0.00508863 0.000892429 0.0206265 0.00712874 0.0259954 -0.0106296 0.0207732 0.0166432 -0.0038788 -0.0028858 -0.00269912 -0.00535897 9.06103e-05 0.0184547 -0.00115427 -0.000519976 0.0379692 -0.00132331 -0.00189791 -0.00469821 -0.00539585 -0.00285949 0.0121089 0.0041593 0.027609 -0.00434438 0.000205604 -0.0158897 -0.0146237 -0.0175078 -0.00476667 -0.00138976 -0.000260187 -0.00228554 -0.000549155 -0.0116487 -0.00594568 0.00340989 0.00889373 0.0221291 -0.00880808 0.0148075 -0.00194556 -0.0189101 0.0149757 -0.00325903 internal_weight=230.443 50.7081 27.9967 22.7114 10.7253 10.6058 7.7639 6.49368 179.734 8.13428 6.41234 11.9861 4.5374 1.81048 171.6 5.40543 9.00925 8.01511 17.3909 4.94894 12.442 4.88908 10.0802 8.79282 3.2114 167.031 166.158 85.0592 81.0991 5.14858 75.9505 74.6287 1.52579 73.1029 72.0615 83.6139 80.7873 65.0619 5.87175 4.91443 2.01874 59.1902 2.87638 15.7254 15.3764 14.1727 58.658 36.4886 35.2346 32.2643 31.0572 8.16523 7.24439 22.892 15.8003 6.09069 7.0917 5.19775 2.54555 4.47274 2.77164 1.57465 internal_count=19366 1359 597 762 321 244 184 140 18007 180 163 441 130 91 17827 133 291 270 353 109 244 109 220 208 89 16698 16643 9316 7327 119 7208 7142 66 7076 7023 9268 9031 6258 610 601 249 5648 82 2773 2721 2660 5625 2670 2570 2439 2345 591 536 1754 1030 310 724 288 246 403 133 91 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=63 num_cat=0 split_feature=11 36 16 16 16 19 6 7 33 5 19 16 16 19 4 9 19 19 19 7 16 2 36 36 36 19 2 33 7 7 2 19 7 4 4 36 36 16 5 6 36 9 33 7 36 19 6 17 36 36 11 33 2 33 16 36 16 36 36 17 16 6 split_gain=1.39648 0.768611 0.738827 1.52431 1.5077 0.610785 2.00928 1.15078 0.695462 1.26226 1.5801 0.766824 0.576047 0.551287 0.755676 0.766078 0.535992 0.75847 0.666712 0.483148 0.743752 0.535214 0.489287 1.14302 0.924455 0.843465 1.17893 0.785759 0.777576 0.820047 0.7085 0.701628 0.639948 0.62897 0.77752 0.578555 0.484804 0.47406 0.671069 0.560735 0.791886 0.55401 0.45411 0.90918 0.705785 0.571417 0.998312 0.518937 0.722471 0.950853 0.726955 0.457743 1.28814 0.603953 0.445218 0.4658 0.436575 0.433422 0.429278 0.643685 0.556598 0.459046 threshold=1.0000000180025095e-35 0.021169812418520454 2.1066205501556401 1.869470000267029 1.761866629123688 129.50000000000003 0.014307097997516395 21.500000000000004 2.8677064847215665e-06 1859.5000000000002 27.500000000000004 3.1347392797470097 0.055000070482492454 164.00000000000003 7319.5000000000009 3.5000000000000004 69.500000000000014 92.500000000000014 44.500000000000007 13.500000000000002 1.186214327812195 101.50000000000001 0.024926919490098957 0.0087743499316275137 0.044670969247818 3.5000000000000004 205.50000000000003 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99.6691 14.2495 5.08757 85.4196 40.9861 44.4335 37.3596 11.977 25.3826 13.9749 10.3166 24.692 4.43178 8.77047 22.8053 19.1654 1.54609 3.65836 8.05134 6.14542 5.72858 4.54056 3.42114 28.6938 4.05705 24.6367 7.07969 1.92885 17.557 16.5473 14.6719 13.8101 10.3651 1.51844 8.84664 18.8842 18.0097 3.54597 2.85598 9.16191 7.00209 6.54141 5.38041 internal_count=19366 1359 1104 993 936 18007 382 331 17625 8695 3835 3821 3796 285 224 181 8930 175 8755 8568 992 129 7576 4716 2860 2133 772 1361 1061 899 1334 144 710 1195 1121 189 162 667 420 384 352 322 903 99 804 167 68 637 614 502 483 409 70 339 4860 4545 138 272 863 604 599 436 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=63 num_cat=0 split_feature=4 2 33 4 16 6 16 16 33 33 16 15 16 16 6 8 16 18 8 8 15 4 18 8 6 8 6 6 6 16 15 33 33 33 33 7 6 15 15 15 15 15 15 36 36 2 15 6 36 18 18 33 16 16 6 16 2 16 16 16 33 6 split_gain=1.01974 1.0023 1.05799 0.782048 0.908993 0.628821 0.625564 0.696446 0.904379 1.18579 0.96792 0.621698 0.685308 0.652591 0.787723 0.63232 0.9961 0.693864 0.681819 0.744365 0.642379 0.624852 0.602011 0.631704 0.580335 0.570367 0.567337 0.673254 0.630401 0.564825 0.564493 0.533907 0.514191 0.504526 0.49881 0.598403 0.562966 0.474782 0.871751 0.47367 0.508551 0.467745 0.821163 0.740032 0.805615 0.590061 0.527208 0.749832 0.596632 0.528353 0.467186 0.461795 0.440609 0.784586 0.683632 0.430597 0.425793 0.412061 0.411514 0.849737 0.579483 0.531993 threshold=7.5000000000000009 70.500000000000014 0.02724188752472401 3.5000000000000004 1.5077877640724184 0.00034395507827866828 0.61850637197494518 1.5077877640724184 0.014108194503933193 0.0061765247955918321 1.8078834414482119 228.22222137451175 1.888907313346863 2.7651642560958867 0.0015109819942153992 2617.5000000000005 1.888907313346863 95.500000000000014 1913.5000000000002 1840.5000000000002 92.071430206298842 4036.0000000000005 306.00000000000006 1053.0000000000002 5.7345603181602209e-06 1259.5000000000002 0.013313196599483492 0.0055000423453748235 0.026069232262670997 1.5010226368904116 0.11308282613754274 0.0023791798157617454 1.8737278878688816e-05 0.025298770517110828 0.00070381184923462581 109.00000000000001 0.0012174466974101963 2.2617197036743169 60.257812500000007 25.018181800842289 4.1589951515197763 5110.0000000000009 263.97341918945318 0.072352986782789244 0.063954018056392684 9757.0000000000018 38.003610610961921 0.019428785890340809 0.089328069239854826 114.50000000000001 210.00000000000003 0.0008947202004492284 2.1218464374542241 1.8461279869079592 0.072730135172605528 1.4209658503532412 45.500000000000007 1.1775162816047671 1.5257441401481631 1.6002553105354311 0.013609386980533602 0.0026346642989665274 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 22 5 56 25 29 9 11 -10 15 -13 14 21 17 32 -9 19 -19 34 -14 23 33 -3 -2 27 31 -28 41 57 51 39 -1 35 -20 -36 -11 -39 40 -17 42 46 44 -44 -45 -8 48 55 -49 -12 -24 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66.3139 16.0417 1.51184 8.46377 3.62406 4.83972 58.3516 14.0455 1.40062 4.2696 5.15849 5.91938 4.32605 1.59334 7.42228 4.34926 3.76797 2.74816 56.6808 55.9419 1.72659 0.499274 1.22732 54.2153 5.6977 2.54083 3.15686 2.49265 1.12736 2.52368 1.52903 1.10581 1.98375 0.551848 1.39057 5.1831 4.51111 4.11637 3.59089 internal_count=19366 11093 2690 8403 754 385 8273 8092 5030 4678 352 4297 411 330 137 3886 427 3459 3309 2700 609 75 7649 6864 2558 181 785 432 353 3062 2207 331 272 414 579 460 119 381 252 244 220 3019 3000 147 71 76 2853 288 205 83 198 304 145 111 89 173 74 262 369 362 322 285 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=63 num_cat=0 split_feature=11 16 9 18 15 16 2 19 19 18 2 18 15 9 15 15 36 36 8 7 17 2 7 16 19 16 17 15 15 17 36 17 36 18 15 9 16 8 8 2 2 36 36 17 7 19 17 17 16 16 19 17 18 2 15 16 15 17 8 16 17 18 split_gain=1.33837 0.778846 1.06732 0.923745 1.43677 0.810642 0.966962 0.899779 0.805431 1.56024 0.663695 0.592532 0.827445 1.01225 0.774729 0.609533 0.583863 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5359 5016 13948 13915 13060 1672 1658 763 11388 3746 11370 3919 3670 3535 3525 135 79 7451 3331 3610 7336 3325 713 485 228 172 92 521 100 142 100 936 654 186 468 809 2801 243 142 194 187 569 855 618 6815 5884 931 528 270 5596 4876 4860 4849 4058 123 3935 1423 1262 858 206 2512 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=63 num_cat=0 split_feature=15 9 15 8 36 17 15 6 18 19 3 19 19 18 9 18 33 18 18 33 33 33 6 19 3 15 36 7 18 7 36 9 17 17 8 17 36 6 11 19 17 6 17 36 15 33 36 15 15 15 11 36 15 36 8 19 3 6 36 36 6 17 split_gain=1.34023 0.695768 0.528623 0.805554 0.815969 0.982695 0.469109 0.461194 0.624912 0.444251 0.492354 0.517631 0.445157 0.4235 1.00763 0.690316 0.592629 0.428831 0.428807 0.42244 0.54724 1.19927 0.815705 0.563518 0.928719 0.857559 0.557388 0.998619 0.737756 0.631245 0.531204 0.80249 0.472082 0.64139 0.465474 0.458955 0.515836 0.482875 0.561024 0.490454 0.486031 0.471657 0.43899 0.606497 0.434672 0.398929 0.398315 0.518773 0.931584 0.583993 0.458535 0.44979 0.507046 0.48297 0.775476 0.395156 0.597285 0.49586 0.381522 0.529152 0.421119 0.371312 threshold=0.11766618117690088 11.500000000000002 38.003610610961921 3982.0000000000005 0.0037025205092504625 268.00962829589849 35.394948959350593 7.2319669470743983e-06 194.50000000000003 242.00000000000003 9.6777038574218768 158.00000000000003 152.50000000000003 132.50000000000003 5.5000000000000009 199.50000000000003 0.00010505784302949907 120.50000000000001 101.50000000000001 2.8677064847215665e-06 0.013393316417932512 0.012462894432246687 0.024600230157375339 3.5000000000000004 5.5392990112304696 2.5399332046508794 0.15049729496240619 62.000000000000007 102.50000000000001 16.000000000000004 0.13635084778070453 1.5000000000000002 27.566375732421879 8.1500968933105487 1925.5000000000002 2556.5656738281255 0.27199758589267736 0.015222274232655765 1.0000000180025095e-35 19.500000000000004 857.93988037109386 0.017231787554919723 30.312521934509281 0.25583711266517645 3.0588744878768925 5.7806207678368091e-06 3.3519641874590895e-05 0.56765475869178783 0.58476096391677868 0.25866188108921057 1.5000000000000002 3.4855956982937648e-05 0.16352089494466784 0.0018924556206911804 3948.0000000000005 9.5000000000000018 4.8322978019714364 5.8505465858615943e-06 2.9296876164153222e-05 2.5742663638084199e-05 5.7806207678368091e-06 51.030904769897468 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 4 13 -6 9 8 -1 10 11 12 19 16 -15 -16 17 18 45 35 21 46 34 26 -25 -26 27 -24 -28 -30 31 -29 33 -31 -22 36 37 38 40 55 -2 -39 -34 -44 -27 -4 47 49 -49 -21 58 -48 53 54 -53 56 -40 -58 59 -50 -60 -45 right_child=2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 22 -23 23 24 25 44 28 30 29 32 -32 -33 42 -35 -36 -37 -38 41 39 -41 -42 -43 43 61 -46 -47 51 48 50 -51 -52 52 -54 -55 -56 -57 57 -59 60 -61 -62 -63 leaf_value=0.035125146562764789 -0.017572449266792398 -0.035374943870686258 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1926 1912 1513 11990 5015 622 11920 11896 11880 11865 399 181 170 218 164 151 11862 7652 5987 1665 1002 227 183 775 232 543 462 118 88 413 187 663 4210 4208 3942 3305 247 3058 637 226 206 119 89 5904 668 459 209 455 5236 5195 205 84 182 119 77 438 309 129 137 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=63 num_cat=0 split_feature=4 18 2 7 8 4 2 2 7 5 4 33 36 36 2 36 2 8 33 33 33 8 5 8 19 18 5 8 33 18 7 8 33 8 9 7 2 6 8 7 18 8 4 8 18 8 36 7 19 7 5 9 2 7 8 19 33 7 7 8 18 18 split_gain=0.553907 0.932709 0.610051 1.12846 0.967151 0.615822 0.569379 0.933425 0.775652 0.614318 0.563741 0.641449 0.551726 0.494587 0.768764 0.707252 0.599528 0.880052 0.552786 0.547237 0.467814 0.657715 0.463942 0.997891 0.886417 1.08545 0.778246 0.865938 0.592758 0.535472 0.532566 0.4924 0.780276 0.592189 0.488687 0.759119 0.483258 0.802291 0.856794 0.82447 0.657759 0.711735 0.594726 0.692044 0.548829 0.654845 0.48408 0.462653 0.450941 0.444079 0.594446 0.43815 0.43153 0.419676 0.416265 0.623005 0.598426 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68.500000000000014 3.7670328617095952 3630.5000000000005 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 2 6 4 5 -4 7 17 11 15 -11 12 20 -13 -15 -10 28 19 34 22 29 -22 -1 -24 26 -26 27 -3 33 48 -31 -32 -17 -12 -19 -29 37 38 -27 40 42 47 -38 -44 45 -5 -47 -42 51 50 -50 -8 53 54 -53 57 58 -54 59 60 -57 -60 right_child=-2 24 3 44 -6 -7 8 -9 9 10 16 13 -14 14 -16 32 -18 18 -20 -21 21 -23 23 -25 25 36 -28 35 -30 30 31 -33 -34 -35 -36 -37 39 -39 -40 -41 41 -43 43 -45 -46 46 -48 -49 49 -51 -52 52 55 -55 -56 56 -58 -59 61 -61 -62 -63 leaf_value=-0.031494490286733699 0.029892297580150259 0.035518960809302801 -0.0080088669348586886 0.024447810687477006 0.040111908130577772 -0.095575737910760183 -0.0075687310053640785 -0.039016593031711212 -0.094790075262534051 0.030451742956206736 -0.016206690340882037 0.05631161421171374 -0.057683909803537395 -0.023177672211553969 0.032990443056067312 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0.45435844920575519 3.9562994657753734 1.082096762023866 1.7640200692112591 1.651809042203243 0.60780752652499348 0.37340874230721954 0.42811331190751234 1.2179245924344275 2.1274154703278327 6.8335250244708714 1.8962966899271121 0.45384629114414565 5.7566348988475511 leaf_count=951 31 43 734 389 12 34 2749 446 17 75 140 12 82 53 30 73 46 107 71 2 81 58 336 37 113 61 86 86 16 53 94 18 76 34 32 26 83 67 118 8498 49 12 235 69 25 97 22 22 34 483 75 110 317 21 68 20 56 310 824 107 57 334 internal_value=-0.000235408 -0.000527156 -0.00359028 0.00821103 -0.0114229 -0.0185685 -0.00533355 -0.0182832 -0.00380217 -0.0189886 -0.00503961 -0.00229773 -0.00358043 0.0200445 0.00359463 -0.0427964 -0.0270114 -0.00865504 0.0114831 -0.0188796 -0.00263527 0.0260527 -0.0224541 0.0108193 0.00141463 0.0017218 -0.0192692 1.57341e-06 -0.0181076 -0.00331385 0.0140869 -0.00106531 -0.0298572 -0.0283245 0.0236805 -0.0231909 0.00120405 0.0165343 0.0275616 0.000816429 -0.0104735 0.0135999 -0.0174331 -0.0265836 0.0234419 0.0185934 -0.0118803 -0.0208581 -0.00420292 -0.0148918 0.0156145 -0.00294121 0.00174866 0.0270401 0.01584 -0.00166058 0.00166824 -0.0162702 0.00439943 0.0241655 -0.0124389 3.76744e-05 internal_weight=221.085 218.964 84.953 10.934 4.77658 4.19492 74.019 7.82762 66.1914 5.96618 3.76202 60.2252 56.9553 3.26989 2.24955 2.20416 2.32356 5.34536 1.80003 3.54533 55.9774 1.29349 3.40783 0.728083 134.011 132.05 1.96101 1.14079 1.99442 54.6839 2.65819 1.68373 1.76494 1.60183 1.47203 0.690139 129.535 3.19451 2.79007 126.341 5.6057 1.25717 4.34853 3.48777 6.1574 5.12598 0.826073 0.645892 52.0257 5.49275 1.53646 46.533 23.1108 2.74524 2.13743 20.3656 16.5863 3.77922 15.3684 2.77826 0.88196 12.5902 internal_count=19417 19386 9818 1313 780 768 8505 1982 6523 477 311 6046 5951 95 83 166 236 1536 210 1326 5869 139 1324 373 9568 9327 241 155 190 5730 165 112 149 174 139 112 9214 246 179 8968 470 83 387 304 533 508 119 71 5565 592 109 4973 2224 199 178 2025 1398 627 1342 184 77 1158 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=63 num_cat=0 split_feature=4 16 33 11 7 17 7 36 7 17 17 16 16 33 5 11 4 16 8 16 36 16 16 9 4 33 17 36 2 6 7 17 33 5 4 4 17 8 17 17 16 7 17 2 2 6 4 17 17 16 17 17 17 4 16 16 6 36 33 36 6 33 split_gain=0.747392 0.662404 0.80087 0.521413 0.42768 0.624687 0.747913 0.728804 0.641177 1.56232 1.22693 0.830891 0.945659 0.610114 0.542789 0.471365 0.709066 1.12594 0.725594 0.663716 0.692267 0.511258 0.918954 0.74764 0.579328 0.507947 0.466165 0.449897 0.533286 0.732167 0.571552 0.438095 0.42132 0.414725 0.395955 0.695357 0.898296 0.646817 0.583209 0.47652 0.404885 0.39535 0.38674 1.14295 0.578366 0.611601 0.485406 0.433464 0.382617 0.381635 0.370161 0.475429 0.649285 0.950681 0.364895 0.362783 0.358318 0.358082 0.564623 0.345471 0.482168 0.442355 threshold=40.500000000000007 0.055000070482492454 0.00022735463426215577 5.5000000000000009 67.500000000000014 3558.4943847656255 1.5000000000000002 0.04744332097470761 24.000000000000004 1969.4668579101565 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0.0044138873927295217 0.00028330131317488855 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 32 4 5 7 -7 8 9 10 31 12 59 -13 -9 16 21 -18 -19 25 27 23 -23 26 -25 -17 -6 28 29 -21 -31 -2 34 -32 35 41 -37 39 40 -36 -38 42 43 46 45 -44 -3 48 -47 50 51 52 53 -24 -16 -50 -48 58 -28 61 -61 -10 right_child=3 2 -4 -5 15 6 -8 14 11 -11 -12 13 -14 -15 54 19 17 18 -20 20 -22 22 49 24 -26 -27 57 -29 -30 30 33 -33 -34 -35 37 36 38 -39 -40 -41 -42 -43 44 -45 -46 47 56 -49 55 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 60 -62 -63 leaf_value=0.023388148956330373 0.051762365754805945 -0.0064523162650063056 0.00070457688629922948 0.031098444372702306 0.04476068451848033 0.018428999631295167 -0.040715161887832224 -0.010770565884976893 0.023746531092222137 0.054802680078732562 -0.10267407590398542 -0.016096681267851434 -0.051304027340631386 0.039949602980891993 0.032520102653251941 -0.037366729116163552 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num_cat=0 split_feature=4 7 10 7 15 11 11 7 15 7 15 4 3 5 5 4 19 3 3 36 18 3 19 18 15 17 3 36 36 17 15 33 19 18 5 6 3 36 17 17 17 36 5 15 5 5 15 19 6 36 19 4 17 4 17 19 3 15 17 18 4 18 split_gain=0.88567 0.545775 0.63826 0.542939 0.851557 0.460344 0.441023 0.441435 0.658282 0.686586 0.505312 0.460337 0.681708 0.601482 0.471664 0.63685 0.437051 0.641483 0.879808 0.642253 0.577805 0.533926 0.85723 0.52392 0.806138 0.477681 0.419 0.564591 0.665192 0.52474 0.403924 0.379182 0.576549 0.713123 0.566073 0.451118 0.439812 0.670493 1.03568 0.833914 0.661001 0.553689 0.749779 0.606452 0.511948 0.763473 0.59834 0.497363 0.461714 0.761893 0.457208 0.439192 0.416209 1.30187 0.531472 1.02476 0.879077 0.739196 0.553644 0.493681 0.489409 0.413239 threshold=38.500000000000007 1527.0000000000002 1.0000000180025095e-35 2700.5000000000005 0.11766618117690088 1.5000000000000002 5.5000000000000009 62.000000000000007 307.36842346191412 28.500000000000004 438.12097167968756 5328.5000000000009 10.00639867782593 2635.5000000000005 2500.5000000000005 410.00000000000006 9.5000000000000018 6.593043565750123 7.0544490814208993 3.3519641874590895e-05 108.50000000000001 6.1831169128417978 8.5000000000000018 97.500000000000014 4.1589951515197763 87.474292755126967 8.6376390457153338 0.05089810490608216 0.14460395276546481 30.312521934509281 5.9297730922698983 3.0484188755508516e-06 45.500000000000007 104.50000000000001 6050.5000000000009 0.00049497687723487626 6.7099137306213388 0.086135204881429686 49.662250518798835 93.659160614013686 27.13266754150391 0.24220880866050723 2242.5000000000005 38.003610610961921 4213.5000000000009 4164.0000000000009 47.462028503417976 17.500000000000004 0.0078834039159119147 0.032083459198474891 52.500000000000007 47.500000000000007 321.03587341308599 220.50000000000003 1287.4163818359377 189.00000000000003 9.1858425140380877 159.51904296875003 750.34243774414074 106.50000000000001 615.50000000000011 134.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -3 -5 -1 7 8 9 26 -10 12 13 14 15 -12 20 19 23 -18 -4 22 25 -19 -25 -22 27 29 -29 -2 -23 32 33 -9 35 -34 37 39 -39 40 -33 42 -38 -43 45 52 50 48 49 -42 -46 -35 53 -44 56 -56 58 -57 59 -54 -61 -53 right_child=6 3 16 4 -6 -7 -8 31 10 -11 11 -13 -14 -15 -16 -17 17 18 -20 -21 21 30 -24 24 -26 -27 -28 28 -30 -31 -32 36 34 51 -36 -37 41 38 -40 -41 47 43 44 -45 46 -47 -48 -49 -50 -51 -52 61 54 -55 55 57 -58 -59 -60 60 -62 -63 leaf_value=-0.00900165226145643 0.05088523902596967 0.013661896242793396 -0.0065842096447907839 -0.04575002544327824 0.024930701043874497 0.025673426377755833 0.029561813318363314 0.021517607011969978 -0.038519515523848094 0.02881318939905201 0.022772116716602606 -0.024491621306777206 0.034895308701306881 -0.025258729246714424 0.060304724629985866 -0.038812187486144199 0.0094217402329965436 0.066014221788332883 -0.049017110614667354 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24.403245814755792 1.038254614395554 0.72280754090752442 0.97934614168479939 1.7182331094518293 1.8710996895679253 0.79741005238611151 6.3976781220990233 1.3280765059171247 1.2180456889327613 1.7999395139049736 1.655321569094667 0.44637089074240055 0.61381765629630525 1.2145086370874185 0.5513006150722507 0.50961840129457403 3.9533078902168199 63.675608565361472 0.5482685889583071 1.6878787460736919 0.78850037814117946 0.50145613134372979 1.1522287852130819 0.53674570634029795 1.437751495104749 0.77691417891765002 1.8242899533652233 0.40429998701438308 0.43065337146981431 1.414382792310789 0.6582686688343532 1.3139765004161743 4.0050952394085471 1.7288591602118746 0.36195956496521819 1.3614464157726613 1.3613781502936033 2.8296138525474821 1.2521439864067354 3.5020464722183631 1.5919530214741824 0.99817715468816393 0.84065075987018545 0.45733700599521387 0.79485844285227347 1.2815485075116155 0.49939225614070881 0.89390217722393572 1.3347017925407274 0.88736890559084569 1.9979006571229545 1.6510608540847895 1.3331688949838283 0.97431901213712979 2.5414139665663242 2.9212575517594814 0.91093899519182719 0.80537978280335665 1.4868884453899225 leaf_count=6673 16 1059 1331 269 30 32 23 142 77 473 114 39 44 118 21 46 108 6 52 351 5185 64 92 28 81 30 6 78 54 236 40 30 89 88 30 169 114 7 131 43 201 64 324 17 99 17 17 31 55 48 49 193 37 91 24 45 25 41 57 66 27 270 internal_value=-0.000234799 -0.00233219 -0.00314576 0.00861233 -0.0167399 -0.00821638 0.00455696 0.00389956 0.0103033 0.0180855 -0.000790415 0.00347005 0.00929848 -0.00209555 0.013959 0.0033058 -0.000939529 -0.0125295 0.00912407 -0.0223799 8.9874e-06 0.00239374 0.00292603 0.0252162 0.00778003 0.00201014 0.00380359 -0.00143167 0.0160807 -0.0203127 -0.0347747 0.00126268 0.0088763 -0.0033749 0.0186121 0.0114737 -0.00142687 0.00811839 -0.0198946 0.014826 0.00660603 -0.00479417 -0.0074279 0.0159895 -0.00478776 -0.00197638 -0.0267645 0.0113557 0.00505828 -0.00475898 -0.014359 -0.0167595 -0.00420916 0.00718442 -0.00942035 0.00197979 -0.0191127 -0.0120761 -0.0113905 -0.0281559 -0.0438108 -0.0253391 internal_weight=220.311 153.238 142.635 10.6028 1.76106 43.2447 67.0736 65.3553 19.0622 11.2032 7.85898 7.06157 5.84353 4.04359 2.38827 1.94189 99.3902 7.51869 2.35088 5.16782 91.8715 67.4683 66.5157 1.84126 1.28996 64.8278 4.80554 4.26879 2.21467 2.05413 0.952569 46.2931 12.0844 5.35096 6.73345 5.41948 34.2087 8.92085 1.72341 7.19744 5.83607 25.2879 22.4438 2.8441 20.7149 18.3655 2.34942 5.40541 4.61055 3.32901 1.89208 3.47986 17.5249 5.49995 12.0249 5.52564 6.49926 3.87458 5.52495 2.60369 1.71632 2.82159 internal_count=19417 15431 14073 1358 299 6705 3986 3963 1322 863 459 382 343 299 181 160 7368 626 167 459 6742 5411 5307 115 109 5215 390 384 132 252 104 2641 981 693 288 258 1660 546 138 408 365 1114 1033 81 919 754 165 335 304 249 148 551 737 415 322 110 212 86 187 130 93 463 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=63 num_cat=0 split_feature=4 15 8 33 15 8 33 5 5 36 7 8 6 4 36 7 3 36 8 3 3 18 18 11 8 18 3 4 17 36 7 8 36 4 6 8 8 33 8 8 5 7 6 7 7 17 17 15 18 4 17 8 7 17 17 36 5 15 4 7 36 5 split_gain=0.925737 0.687582 0.803759 0.778212 0.740488 0.526299 0.553242 0.50423 0.501769 0.889742 0.743158 0.800455 0.716376 0.982954 0.600382 0.646946 0.885628 0.556476 0.472872 1.38299 0.866559 0.653047 0.802546 0.643635 0.633348 0.577209 0.444725 0.439235 0.416142 0.760562 0.372135 0.364184 0.664035 0.72133 0.340956 0.392862 0.713817 0.383724 0.519423 0.775193 0.350661 0.339338 0.33407 0.585889 0.339215 0.331333 0.328229 0.326558 0.386775 0.646559 1.06648 0.779772 0.827553 0.850738 0.631195 0.731633 0.532502 0.425936 0.552352 0.596114 0.516722 0.424615 threshold=62.500000000000007 1.60050505399704 3948.0000000000005 0.011413030792027714 0.67890140414237987 6646.0000000000009 0.00035020231734961277 5686.5000000000009 1859.5000000000002 0.16828431189060214 53.500000000000007 1284.5000000000002 0.035049306228756912 3158.0000000000005 0.049731766805052764 28.500000000000004 10.00639867782593 0.13951086997985843 2320.5000000000005 6.0485529899597177 5.5740516185760507 164.50000000000003 97.500000000000014 1.5000000000000002 1351.5000000000002 237.00000000000003 5.8735244274139413 5328.5000000000009 3558.4943847656255 0.65711510181427013 346.50000000000006 2617.5000000000005 0.0015380015247501435 2.5000000000000004 2.1210812519711911e-05 1217.5000000000002 1395.5000000000002 2.0749270333908502e-05 2617.5000000000005 2320.5000000000005 1291.5000000000002 25.500000000000004 0.056190954521298415 508.50000000000006 450.50000000000006 454.97732543945318 346.26667785644537 20.815664291381839 170.00000000000003 3.5000000000000004 4.1268846988677987 1659.0000000000002 109.00000000000001 1.4863761067390444 1.4006662964820864 0.0093450746499001997 2253.5000000000005 0.78474903106689464 1.5000000000000002 50.500000000000007 0.018413728103041652 2439.5000000000005 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=5 3 8 4 -2 6 34 -4 12 10 11 27 45 28 15 16 41 -12 20 21 23 22 -20 47 26 -26 -22 -10 29 -14 -23 -24 -33 -34 37 40 -37 38 39 -1 -36 -13 43 44 -42 -3 -17 48 49 51 -51 57 61 -54 55 -50 -55 58 60 -60 -8 -53 right_child=1 2 7 -5 -6 -7 18 -9 9 -11 17 14 13 -15 -16 46 -18 -19 19 -21 24 30 31 -25 25 -27 -28 -29 -30 -31 -32 32 33 -35 35 36 -38 -39 -40 -41 42 -43 -44 -45 -46 -47 -48 -49 54 50 -52 52 53 56 -56 -57 -58 -59 59 -61 -62 -63 leaf_value=-0.0081059197023926888 -0.012745801072974112 0.015542097333114969 -0.073525288633770988 -0.028274451605224626 0.038560895867345957 0.019339040361473544 0.00025466457511530508 -0.0099945958524760223 -0.00023088629587675888 -0.054748738847505689 0.00014215816978983663 -0.028326775908048885 -0.035166844826243125 0.029517626985073944 0.039530645174493062 0.055114132951384058 0.04323162994309717 -0.047686975792182562 -0.035210314044067506 0.041565802310181282 -0.027009173074348188 0.012185810774485816 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7 19 17 33 7 5 36 8 36 16 17 17 7 7 8 8 5 8 5 16 4 17 16 17 36 split_gain=0.862159 0.634141 0.642699 0.516793 0.485202 0.495699 0.697584 0.583837 0.630945 0.574498 0.658438 0.560903 0.51298 0.515827 0.612826 0.688244 0.863466 0.598296 0.680382 0.649848 0.603265 0.613915 0.514864 1.12939 0.586822 0.509858 0.556546 0.491669 0.483082 0.47416 0.466066 0.82138 0.83049 0.54226 0.4599 0.455226 0.467077 0.489395 0.466863 0.427719 0.425945 0.415645 0.72754 0.612967 0.563362 0.515827 0.759025 0.625768 0.616238 0.499684 0.442656 0.411716 0.458977 0.410681 0.38555 0.379783 0.37801 0.603525 0.619398 0.506748 0.4852 0.447315 threshold=62.500000000000007 0.055000070482492454 0.00035020231734961277 6.5000000000000009 51.500000000000007 0.01318072807043791 0.077682472765445723 17.500000000000004 1925.5000000000002 0.012462894432246687 0.05690457113087178 1.0000000180025095e-35 0.91170063614845287 2389.5000000000005 2.5000000000000004 0.029186166822910312 10.500000000000002 96.500000000000014 1.0460799932479861 1.2133239507675173 0.0065062013454735288 3.3052452802658085 3.5000000000000004 84.786193847656264 3.5000000000000004 9.5000000000000018 5.5000000000000009 0.0011864760890603068 3.2878396511077885 1.0000000180025095e-35 0.030961849726736549 150.50000000000003 3.5000000000000004 0.026121422648429874 101.50000000000001 3.8406878709793095 0.83602485060691845 111.00000000000001 278.50000000000006 42.302001953125007 0.12099670246243478 62.000000000000007 1631.5000000000002 0.65711510181427013 4304.0000000000009 0.049731766805052764 2.2701321840286259 750.34243774414074 982.47918701171886 50.500000000000007 25.500000000000004 1351.5000000000002 1484.0000000000002 2230.5000000000005 1001.0000000000001 2684.5000000000005 1.3603779673576357 3.5000000000000004 4.6536083221435556 1.3416106104850771 0.45696513354778295 8.609350697952324e-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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217.848 213.914 45.4868 44.0929 1.32742 42.7655 4.05584 2.05381 38.7097 27.8545 1.46456 10.8552 8.43316 6.36564 2.9048 168.428 75.8916 62.9589 5.17648 4.36479 3.71052 1.70635 2.00417 57.7824 54.1534 2.42199 92.536 92.154 53.7138 43.147 23.2175 18.9862 1.77112 17.2151 15.042 0.784508 4.23127 19.9295 19.2523 11.7871 7.46515 4.92811 2.53704 3.49153 10.5668 10.2567 7.91726 6.71757 4.4027 2.7569 1.08056 1.6458 0.867942 14.2574 3.62901 2.16261 6.37186 0.908259 1.53042 88.6839 82.9209 internal_count=19504 19193 18158 2057 2007 95 1912 172 122 1740 1302 88 438 331 268 111 16101 6908 4537 444 378 350 178 172 4093 3851 107 9193 9048 3813 2888 1556 1326 126 1200 1062 70 230 1332 1269 686 583 373 210 136 925 614 542 409 333 149 93 184 84 992 242 170 406 77 72 8657 7648 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=63 num_cat=0 split_feature=8 16 4 17 2 15 33 8 8 7 16 33 9 7 4 2 4 8 16 4 4 15 4 4 17 17 18 18 8 17 33 7 7 4 15 7 4 33 17 4 33 17 18 2 2 33 7 7 6 6 16 9 18 8 18 2 16 17 4 7 10 7 split_gain=1.43045 0.458192 0.430784 0.721255 0.560063 0.456747 0.81488 0.708925 0.712612 0.687296 0.67414 0.640618 0.793134 0.635571 0.627657 0.624669 0.650733 0.792027 0.745121 0.981717 0.818171 0.642548 1.05807 0.50506 0.481369 0.553899 0.460872 0.449185 0.871169 0.46537 0.445616 0.42376 0.896612 0.494251 0.402524 0.375003 0.356439 0.29838 0.282072 0.718113 0.741301 0.700919 1.15691 0.421487 0.792194 0.483612 0.370119 0.650823 0.515997 0.455323 0.353473 0.397817 0.449906 0.632804 0.541453 0.352711 0.337625 0.592655 0.441038 0.418442 0.337054 0.487807 threshold=6646.0000000000009 3.8406878709793095 103.50000000000001 147.61927795410159 2321.5000000000005 307.36842346191412 0.00019142786914017054 1329.0000000000002 1088.5000000000002 62.000000000000007 3.3555063009262089 2.0749270333908502e-05 1.0000000180025095e-35 28.500000000000004 1989.5000000000002 796.50000000000011 2566.5000000000005 1238.0000000000002 1.8331363797187807 1753.5000000000002 696.50000000000011 175.22727203369143 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6.91937 1.63558 5.28379 2.82389 29.8106 27.8481 5.91316 21.935 12.596 11.3515 4.59012 3.17442 1.96244 6.58049 5.86215 1.95872 4.34157 3.17007 2.10753 4.77104 3.29228 1.75045 1.54183 3.32507 2.56987 9.33899 3.10263 163.868 144.662 3.52653 19.2068 8.18938 11.0174 10.5363 9.6412 141.135 7.37099 3.06793 4.30306 6.20482 5.1619 3.63511 2.74617 2.0969 133.764 3.86504 3.24556 2.77157 1.94207 133.194 39.2673 internal_count=19504 19117 18082 15952 15587 2130 340 197 73 1790 1385 405 157 248 124 1336 1257 143 1114 665 631 124 94 79 532 457 96 143 116 71 99 250 128 122 152 207 449 365 15580 13776 223 1804 676 1128 1094 1058 13553 934 261 673 429 307 210 150 89 12619 552 524 477 447 12586 6123 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=63 num_cat=0 split_feature=8 11 9 5 36 15 11 5 7 33 17 2 17 11 5 18 5 5 2 15 2 17 2 11 5 5 15 36 33 15 36 15 7 5 9 8 5 15 17 15 36 16 5 16 17 2 17 15 36 5 15 18 36 18 2 2 16 33 18 9 16 7 split_gain=1.42745 0.456493 0.425034 0.711125 0.669944 0.521169 0.319389 0.303249 0.395375 0.426187 0.353299 0.588968 0.334084 0.298281 0.295397 0.293583 0.276529 0.214903 0.196785 0.19231 0.452525 1.17769 0.962275 0.543834 0.621638 0.61867 0.453943 0.356135 0.461097 0.608097 0.46095 0.791856 0.454798 0.669327 0.432376 0.447139 0.424028 0.552304 0.398658 0.731245 1.01226 0.84275 0.800485 0.571974 0.476337 0.45278 0.411517 0.410428 0.392913 0.524066 0.609015 0.498908 0.478974 0.506307 0.3488 0.538473 0.739667 0.638927 0.45053 0.415983 0.590233 0.642675 threshold=6646.0000000000009 5.5000000000000009 9.5000000000000018 6323.0000000000009 2.1861080313101414e-05 1.2970356941223147 1.0000000180025095e-35 6029.0000000000009 46.500000000000007 9.5171569114427267e-07 3.7670328617095952 675.50000000000011 16.353459358215336 1.0000000180025095e-35 6041.5000000000009 143.50000000000003 6165.0000000000009 6381.0000000000009 81.500000000000014 4.4419479370117196 1063.5000000000002 558.49246215820324 3193.5000000000005 1.5000000000000002 2323.5000000000005 3999.5000000000005 0.46988372504711157 0.0028067376697435979 0.00020675377163570377 956.23883056640636 3.7898047594353563e-05 92.071430206298842 631.50000000000011 2594.5000000000005 6.5000000000000009 1484.0000000000002 4098.5000000000009 17.768292427062992 80.40906143188478 7.5741758346557626 0.11503151804208757 1.1617245674133303 1859.5000000000002 1.399774491786957 93.659160614013686 176.50000000000003 2.0414142608642583 100.19356536865236 0.0059189798776060351 3356.5000000000005 85.257190704345717 125.50000000000001 0.013466630131006243 141.50000000000003 137.50000000000003 117.50000000000001 1.9017018079757693 0.028353650122880939 98.500000000000014 1.5000000000000002 1.0030063986778261 142.00000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 5 6 18 15 9 -9 14 13 -11 -12 -10 -4 19 -16 -5 20 23 22 -22 54 -25 26 -26 28 29 30 -21 -32 34 -34 38 -36 37 -30 39 41 42 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120 43 63 112 7 380 72 31 64 170 25 51 48 148 27 197 71 24 98 38 153 681 199 84 102 58 50 1420 72 215 30 91 26 240 2279 145 454 internal_value=-7.30634e-05 0.000346857 0.000110163 0.000504627 0.0210721 0.0112948 -0.00910288 -0.0124246 -0.00512688 0.0204029 -0.0137518 -0.0238139 0.0399934 -0.0406922 0.0124088 -0.0282691 8.97491e-05 -0.0143936 0.0219544 0.000180173 -0.000866671 -0.0157806 -0.0318865 -0.000321435 0.0128725 0.00557897 -0.0139938 0.0024344 0.0110604 0.00159041 -0.00273502 -0.00997986 0.000836838 -0.0198434 0.00184541 -0.0163346 0.0231173 0.011798 0.00298932 -0.00389047 -0.0124417 0.0106341 -0.00254074 -0.00553526 0.00595177 0.00876245 -0.00939475 -0.012826 0.00459852 0.00295683 -0.0167373 0.0230231 0.00518789 0.0236838 -0.00108919 0.000476421 0.0162162 0.00600716 -0.00809453 -0.00548041 -0.0143601 -0.0222003 internal_weight=219.549 217.193 214.902 208.345 4.11954 3.3353 1.6151 6.55655 4.48899 1.13358 3.35541 2.42333 0.804914 1.64981 0.932086 2.06756 204.226 0.488852 0.5473 203.734 139.125 4.90686 3.42581 134.218 7.38064 5.8921 2.39575 64.6084 10.096 5.65462 5.28671 4.26074 54.5125 2.53493 51.9776 3.07691 4.44134 2.88997 48.9006 14.7188 9.26441 5.45436 6.81773 3.25275 34.1819 2.22028 5.87714 5.50677 32.4748 29.818 3.03421 2.65687 26.7838 3.09571 126.838 93.5014 5.13542 3.98266 2.66253 33.3361 9.45026 6.78087 internal_count=19504 19117 19082 17623 336 324 242 1459 848 268 580 418 135 325 162 611 17287 101 160 17241 12729 366 324 12363 219 202 82 4512 737 526 519 452 3775 95 3680 195 211 160 3485 1513 1128 385 931 322 1972 251 904 880 1824 1736 160 88 1576 156 12144 9051 387 296 270 3093 814 599 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=63 num_cat=0 split_feature=8 16 4 7 19 9 3 33 33 3 10 3 17 7 7 8 11 16 9 19 7 3 17 3 9 3 15 8 15 16 8 3 3 3 16 16 4 17 19 16 17 8 33 15 4 33 8 36 3 7 4 4 4 16 33 16 36 36 33 4 11 4 split_gain=1.4267 0.43325 0.468436 0.417428 0.576905 0.450013 0.397926 0.659876 0.409941 0.404928 0.397897 0.655832 0.644076 0.650233 0.528056 0.49261 0.449529 0.395694 0.388898 0.380446 0.750968 0.480335 0.366159 0.600004 0.635772 0.561266 0.51623 0.885264 1.39956 0.776981 0.60832 0.660264 0.888263 0.54918 0.490269 0.489073 0.467339 0.543397 0.650502 0.461714 0.517901 0.460106 0.531493 0.446699 0.442063 0.424187 0.403153 0.394377 0.583669 0.489481 0.81353 0.485707 0.4488 0.423101 0.624559 0.456224 0.852435 0.742663 0.721701 0.661468 0.508478 0.523528 threshold=6646.0000000000009 3.8406878709793095 70.500000000000014 1658.0000000000002 37.500000000000007 3.5000000000000004 6.6814815998077401 0.010878189466893675 0.0088529945351183432 6.8357219696044931 1.0000000180025095e-35 4.1510088443756112 9.4843854904174822 144.50000000000003 138.50000000000003 3019.5000000000005 1.0000000180025095e-35 1.1742776632308962 7.5000000000000009 10.500000000000002 1861.0000000000002 5.8930234909057626 5.747317075729371 3.113268375396729 1.5000000000000002 3.0201274156570439 0.28221920132637029 1504.0000000000002 0.49288015067577368 1.0792338848114016 1786.5000000000002 3.7726949453353886 4.1190040111541757 3.8393944501876835 1.2662461996078493 1.3749853968620303 1.5000000000000002 3.6253284215927128 2.5000000000000004 1.3348587155342104 3.6253284215927128 3036.5000000000005 0.022845628671348098 0.99033793807029735 1.0000000180025095e-35 0.0021143761696293954 3902.0000000000005 3.3519641874590895e-05 5.5510177612304696 99.500000000000014 19.500000000000004 7.5000000000000009 21.500000000000004 1.5355182886123659 0.056303448975086219 1.3538377881050112 0.14460395276546481 0.1001102924346924 0.0206301948055625 7.5000000000000009 3.5000000000000004 51.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 19 7 8 -4 -8 11 12 13 14 16 -15 -1 -9 -11 20 -5 -21 23 24 41 36 29 43 33 -25 -30 35 34 -29 -33 -32 37 38 -26 40 -31 42 -12 -28 -41 -27 -34 48 49 51 -51 -24 -50 55 -55 60 57 58 59 -57 61 -49 right_child=-2 -3 6 5 -6 -7 9 17 -10 18 22 -13 -14 15 -16 -17 -18 -19 -20 21 -22 -23 47 26 25 45 27 28 30 39 31 32 46 -35 -36 -37 -38 -39 -40 44 -42 -43 -44 -45 -46 -47 -48 53 52 50 -52 -53 -54 54 -56 56 -58 -59 -60 -61 -62 -63 leaf_value=-0.0033876279103235798 -0.038781060821351077 -0.016295122930707142 0.018410349604061484 0.028799963479576737 -0.060974807892252569 0.021652941741234333 -0.026514328722207658 0.016991754885864178 0.061585843274770014 0.002656452206162748 0.0035491148743696885 -0.014584306799137095 0.032168216479372153 -0.038788878650987374 0.024714698485246163 -0.005678202788994789 0.029522676544445639 -0.053479358922080736 0.020778549441108077 0.050460552797034812 -0.026018437680220604 -0.0096279721847871078 -0.018879910268498647 0.045433682130681212 -0.010400587365033869 0.0031219752306896695 0.037178802279188794 -0.048955668739562572 -0.044534977464606704 -0.060259222960255723 0.041910520542971841 -0.076349348812587509 -0.0034652106629473553 0.016274746540661682 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237 27 32 1739 68 158 26 57 63 2293 74 189 71 56 14 298 10 73 internal_value=-8.36289e-05 0.000337013 0.000637447 -0.000678802 -0.00128271 0.00999375 0.00481618 0.0170127 0.0237297 0.00321689 -0.00112504 -0.00522288 -0.00112037 -0.00274993 0.000578974 -0.0200064 -0.00172677 -0.0245274 0.00397205 -0.00113423 -0.0107209 0.0212275 0.000463219 0.00466532 -0.00289293 0.00471232 0.0102953 0.00327538 -0.00535387 0.0193955 0.00759338 0.0125308 -0.0060816 -0.0381423 -0.0409259 0.0289615 0.00874992 0.00307851 -0.00101905 0.0109159 -0.0154218 -0.016781 -0.0108475 0.0257637 0.0175198 -0.0310282 0.0191008 -0.00151451 0.0105931 -0.002581 -0.0199874 0.0171721 0.0285402 -0.00260176 -0.00841936 4.38186e-05 0.00738171 0.00069146 0.00564728 0.00166416 -0.00324634 -0.00424775 internal_weight=219.118 216.761 212.915 161.914 153.243 8.67122 51.001 5.91232 5.08937 45.0886 152.839 42.6915 29.6833 28.298 23.7219 4.57613 21.6533 0.822949 43.9718 4.43668 3.10538 1.33131 110.148 35.2506 15.0483 9.72355 20.2023 11.4047 8.24205 8.79763 5.90882 5.39758 2.53077 2.33323 1.06171 2.8668 8.73658 7.04268 6.47875 6.63642 1.33042 5.32473 4.57853 3.16265 5.306 0.986969 1.46906 74.8973 6.17151 3.55902 1.89189 1.66713 2.61249 68.7258 21.4836 47.2423 14.6249 11.1882 9.74586 8.97659 32.6173 31.7991 internal_count=19504 19117 18082 15414 14391 1023 2668 416 336 2252 14354 6747 4271 4157 2929 1228 2755 80 2103 668 599 69 7607 2362 1057 662 1305 756 618 549 395 352 219 223 115 133 596 544 534 452 100 395 325 138 352 66 104 5245 428 297 184 113 131 4817 2367 2450 628 557 501 487 1822 1812 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=63 num_cat=0 split_feature=8 16 4 17 4 16 17 18 8 18 15 16 2 2 4 6 4 7 15 16 6 4 4 36 4 4 16 8 18 18 36 6 8 4 15 4 8 7 2 7 15 10 2 17 8 17 18 7 7 7 16 18 15 15 17 6 36 4 5 36 5 36 split_gain=1.43586 0.427055 0.377596 0.523559 0.812638 0.68156 0.536206 0.618222 0.519502 0.473079 0.460344 0.398668 0.350249 0.414537 0.479824 0.407079 0.532666 0.380842 1.58369 0.468599 0.624359 0.553025 0.4493 0.420892 0.663963 0.674089 0.424267 0.469486 0.550042 0.623243 0.484876 0.417133 0.411088 0.676711 0.38638 0.348478 0.433519 0.340169 1.09051 0.631473 0.686989 0.414056 0.373892 0.554715 0.483825 0.449308 0.414059 0.388364 0.435174 0.363379 0.362866 0.468638 0.36929 0.667737 0.464488 0.448097 0.433316 0.424391 0.608648 0.487394 0.923886 0.678262 threshold=6646.0000000000009 3.8406878709793095 68.500000000000014 49.662250518798835 45.500000000000007 1.6141636371612551 84.786193847656264 101.50000000000001 839.00000000000011 107.50000000000001 1.7145435810089114 1.607394874095917 796.50000000000011 398.50000000000006 72.500000000000014 2.8907863907079449e-06 111.50000000000001 53.500000000000007 121.33333206176759 2.0048011541366582 0.00028787060000468051 2961.5000000000005 3158.0000000000005 0.65711510181427013 118.50000000000001 140.50000000000003 1.8207099437713625 1717.5000000000002 125.50000000000001 157.00000000000003 0.29041576385498052 0.0027094774413853888 1504.0000000000002 429.50000000000006 355.35417175292974 1474.0000000000002 1001.0000000000001 1658.0000000000002 505.50000000000006 2700.5000000000005 0.11766618117690088 1.0000000180025095e-35 62.500000000000007 9.4843854904174822 1088.5000000000002 11.801753997802736 143.50000000000003 166.50000000000003 138.50000000000003 111.00000000000001 3.3555063009262089 113.50000000000001 7.0134406089782724 3.947088479995728 44.152784347534187 0.011902587022632362 3.2615289455861791e-05 27.500000000000004 1845.5000000000002 0.24220880866050723 1352.5000000000002 0.13951086997985843 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 37 -6 8 -8 -5 -9 -7 -11 13 -4 -15 -14 -17 18 -18 21 -21 32 35 24 -19 -26 27 30 -29 31 -27 -30 -20 -34 -28 36 -22 41 39 -39 -41 42 43 44 -1 -45 49 48 -46 -44 52 -52 53 54 57 -54 -55 59 -59 61 -61 -43 right_child=-2 -3 12 6 5 10 7 9 -10 11 -12 -13 15 14 -16 16 17 23 19 20 22 -23 -24 -25 25 26 34 28 29 -31 -32 -33 33 -35 -36 -37 -38 38 -40 40 -42 50 46 45 47 -47 -48 -49 -50 -51 51 -53 55 56 -56 -57 -58 58 -60 60 -62 -63 leaf_value=-0.042294619310008046 -0.038781060821351077 -0.016295771613711901 -0.026610622930030234 0.02109643476272436 0.047004892518933028 0.041408590742267118 0.023141855346265373 -0.045904074615788222 -0.020301703646919637 0.0043688147601234984 -0.036606410453845405 -0.029526303931224754 0.035654879681615112 0.057349924531442664 0.013967065365706825 -0.020698634167529761 0.039139302515965251 0.052038379094755866 0.027049175487643545 0.029948899354049732 -0.00036554930953164647 0.042063565684846795 -0.059284331615618413 0.022065952632522479 -0.044759603339729268 -0.031662531720151106 0.0082984339981205923 0.0119124810809272 -0.061615339856008325 -0.00087911104400356177 0.0087061122362714401 -0.0080889822780374678 0.0083841431858955821 -0.05736832922862789 -0.019402586978188412 0.017662802833247004 -0.053813129783741843 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140 297 16 174 223 39 233 internal_value=3.95797e-05 0.000463366 0.000758517 -0.00043607 0.000571766 0.0287967 -0.00852243 0.000724379 -0.0166674 -0.0075467 -0.00855342 -0.00248287 0.00448418 0.0155853 0.0195188 0.00295248 0.00226479 0.00357322 0.0117891 -0.00192615 -0.0148904 0.0109286 -0.0248367 0.000809517 -0.000768143 -0.00184432 -0.00047251 -0.0067987 -0.000862406 -0.0120362 -0.0213868 -0.0392127 -0.00165194 -0.0158958 0.00557185 -0.0134533 -0.0264575 6.77392e-05 0.0103956 0.0143057 -0.0151593 -0.000519155 -0.00483836 -0.00207259 -0.0036292 0.0279852 -0.013475 -0.00251911 -0.000150479 -0.0209351 0.00128608 0.0264429 0.000900929 0.00171722 0.00051362 -0.0113639 0.0177588 -9.51067e-05 -0.0173975 0.000686899 -0.0157733 0.00167362 internal_weight=218.194 215.838 212.103 160.606 142.808 2.50545 17.7987 8.33556 9.46313 6.08899 0.821113 5.37888 51.4964 6.24381 5.71139 45.2526 44.3206 41.9314 10.5547 7.02958 3.49989 3.52969 2.86449 31.3767 29.2088 28.6255 27.7388 13.5534 9.63335 5.13869 3.92007 1.49563 2.5139 1.6801 14.1854 2.15302 1.51843 140.302 7.54414 7.23793 1.45327 132.758 39.1316 29.6398 28.1805 1.45938 9.49181 27.394 23.6502 6.28467 93.6264 1.41181 92.2146 86.4602 80.4258 5.75439 6.03436 78.4134 3.39075 75.0227 4.24296 70.7797 internal_count=19504 19117 18082 15377 13715 162 1662 665 997 579 108 504 2705 435 391 2270 2237 1913 469 330 149 181 126 1444 1391 1355 1247 612 405 252 207 81 161 127 635 102 81 13553 934 921 286 12619 6132 4274 4160 114 1858 3866 2793 1085 6487 189 6298 5850 5531 448 319 5444 190 5254 262 4992 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=63 num_cat=0 split_feature=2 17 19 11 18 17 2 8 2 15 15 5 7 17 5 6 2 36 18 6 11 6 2 33 33 2 36 2 2 36 5 19 19 2 15 15 19 15 11 2 15 6 15 17 18 19 8 36 33 18 2 2 17 8 15 17 33 33 15 7 19 15 split_gain=0.893728 0.716922 0.675417 0.469632 0.474816 0.42426 0.564543 0.550624 0.427994 0.420875 0.46081 0.397245 0.701011 0.56663 0.811778 0.418783 0.624854 0.49019 0.451999 0.403263 0.393589 0.348746 0.422587 0.402344 0.652717 0.519646 0.424479 0.387319 0.426407 0.339867 0.338487 0.336131 0.399658 0.322229 0.459506 0.312442 0.583341 0.398399 0.57348 0.757539 1.19008 1.21886 0.785489 0.556756 0.54628 0.798984 0.570552 0.446797 0.573123 0.609246 0.573361 0.744896 0.42941 0.458977 0.426703 0.427832 0.416976 0.517557 0.471105 0.4954 0.408752 0.654849 threshold=74.500000000000014 13.329582214355471 1.5000000000000002 1.5000000000000002 140.50000000000003 6.5982506275177011 87.500000000000014 3902.0000000000005 75.500000000000014 0.25866188108921057 8.6191148757934588 3405.5000000000005 102.50000000000001 3.7670328617095952 3685.5000000000005 0.0036720709176734094 20.500000000000004 0.0075219993013888606 204.50000000000003 0.0045848425943404445 1.0000000180025095e-35 2.9770339097012769e-05 44.500000000000007 0.0024418495595455174 0.0013057215255685153 13.500000000000002 0.00028051763365510857 39.500000000000007 56.500000000000007 0.054626010358333595 4014.5000000000005 13.500000000000002 4.5000000000000009 28.500000000000004 0.707432121038437 21.992187500000004 184.50000000000003 1.60050505399704 3.5000000000000004 137.50000000000003 1.2661458253860476 0.025197878479957584 1.1799451708793642 12.236792087554933 154.00000000000003 1.5000000000000002 3902.0000000000005 1.8784847270580943e-05 5.6661565395188526e-06 142.50000000000003 167.50000000000003 205.50000000000003 15.205578804016115 3019.5000000000005 1.8110001683235171 17.362569808959964 0.0024418495595455174 0.0020274112466722731 0.31514294445514685 201.50000000000003 1.5000000000000002 0.25023540854454046 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 31 21 15 13 30 -15 16 -6 -18 -19 -17 -16 22 -11 24 26 -25 -23 33 29 -29 -13 32 -1 34 -27 36 37 38 39 43 42 52 60 56 47 -46 -47 -39 49 -49 54 -52 -42 -54 -50 -56 57 58 -10 -60 -41 -62 right_child=5 2 -4 -5 11 8 -8 -9 35 10 -12 12 -14 14 20 19 17 18 -20 -21 -22 23 -24 25 -26 27 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 44 -40 40 41 -43 -44 -45 45 46 -48 48 50 -51 51 -53 53 -55 55 -57 -58 -59 59 -61 61 -63 leaf_value=-0.0052674235317115049 -0.027657184014966498 -0.051842065610959401 0.002520465671514966 0.023898779473234849 -0.059144941330996362 0.037078012622502619 -0.048889548120884196 0.05472128666099059 -0.037410628115135146 -0.065775736619141101 0.017467820351148713 0.047288752598961453 -0.0067358304423855986 0.067338565692375563 -0.019371809759378869 0.032609729560627042 0.021570848802449399 0.00056578101205631993 -0.069171801605920596 -0.0026524355303057133 -0.11111189436394042 0.025983424369186915 -0.013297026629073653 0.002542487664063228 0.025037823060141857 -0.058399375103042564 -0.020250875848304602 0.024695271127111194 -0.041277582915094257 -0.028125470226315254 0.01542658053218318 -0.052067886073940861 0.035941765197750816 -0.057522017490378774 -0.0028054240854159403 0.0050237245824731099 -0.050252907039659914 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3.34885 31.7627 31.3872 3.12634 1.54041 129.929 90.5013 89.9204 43.2538 40.4295 24.0839 5.18366 18.9002 16.3456 46.6666 8.26592 7.8366 38.4007 36.9333 7.09251 29.8408 25.2175 4.64819 4.28636 4.6233 4.19173 5.03298 4.61564 4.29267 3.45208 17.7471 15.3681 internal_count=19476 8826 191 8635 8580 10650 369 185 10281 4310 1353 4270 1463 536 166 2807 273 188 114 2534 146 1269 219 1050 678 372 629 322 159 96 370 2957 2932 163 84 10232 7949 7921 3673 3609 2229 349 1880 1380 4248 1240 1183 3008 2894 1074 1820 1480 305 246 340 305 769 720 711 466 1795 1654 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=63 num_cat=0 split_feature=4 15 5 36 15 8 15 18 19 16 3 4 3 4 8 8 3 16 9 15 9 16 16 8 5 7 36 7 18 4 19 3 3 4 33 3 19 3 16 3 4 18 8 15 33 36 15 6 33 19 4 8 16 9 15 3 36 18 19 8 3 3 split_gain=0.965471 0.436186 0.76283 0.649239 0.566184 0.73908 0.506204 0.52859 0.625897 0.471211 0.953485 0.46787 0.615426 0.661113 0.694588 1.05077 0.510732 0.500931 0.576576 0.439866 0.435036 0.431885 0.78335 0.537796 0.683156 0.78633 0.490467 0.425987 0.421763 0.407897 0.581986 0.390043 1.32208 0.80669 0.909229 0.787929 0.638291 0.630575 0.740771 0.427339 1.22223 0.385344 0.589429 0.588461 0.568039 0.749969 0.508234 0.541373 0.471462 0.413212 0.421809 0.381716 0.379496 0.371705 0.371248 0.452338 0.367094 0.521196 0.376365 0.363248 0.349536 1.02227 threshold=6.5000000000000009 1.60050505399704 1448.5000000000002 2.3595947823196187e-05 19.648161888122562 4330.0000000000009 13.210330963134767 154.00000000000003 1.5000000000000002 2.5779387950897221 6.1081352233886728 162.50000000000003 4.9089648723602304 15.500000000000002 3515.0000000000005 1522.0000000000002 4.8162329196929941 1.4855170249938967 7.5000000000000009 0.15735539048910144 3.5000000000000004 1.7973864078521731 1.726615905761719 1284.5000000000002 1672.5000000000002 144.50000000000003 4.3148103941348388e-05 508.50000000000006 151.00000000000003 820.50000000000011 60.500000000000007 9.0664606094360369 8.7425699234008807 1332.0000000000002 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11.9334 1.13033 0.72306 22.3051 15.6348 internal_count=19487 9016 3936 5080 3650 1430 3911 3228 1089 683 10471 1779 1387 1291 1096 195 596 520 446 424 500 177 163 8692 375 69 178 135 8608 5786 2822 5640 2784 737 563 131 112 104 306 169 2697 139 2558 2483 1647 1485 162 134 4903 4784 392 311 119 836 763 717 80 1442 81 74 3570 2139 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=63 num_cat=0 split_feature=10 19 4 16 16 11 6 16 19 15 2 16 17 15 17 16 2 2 6 9 9 7 7 19 17 16 15 15 15 15 4 4 15 2 19 16 17 17 2 4 4 2 7 4 4 4 2 17 4 4 7 15 5 16 16 16 2 5 17 17 6 4 split_gain=0.591842 0.497442 0.488079 0.401395 0.540878 0.418491 0.733263 0.37605 0.367862 0.573178 0.660508 0.5344 0.403016 0.376927 0.568059 0.497813 0.440526 0.378837 0.364172 0.455437 0.3344 0.32786 0.423077 0.698639 0.544643 0.447104 0.325141 0.323582 0.446248 0.315161 0.308478 0.315574 0.308349 0.62308 0.342813 0.308257 0.300527 0.406306 0.452526 0.402796 1.17637 0.676237 0.416806 0.385195 0.379353 0.530492 0.394899 0.588366 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123 104 2544 2250 294 266 6840 6708 6083 196 5887 905 705 248 457 132 200 69 152 410 91 887 820 171 111 785 780 71 197 167 105 65 673 639 373 324 223 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=63 num_cat=0 split_feature=4 8 2 18 15 36 18 11 10 8 15 15 4 15 15 18 11 36 7 9 19 15 2 19 15 10 8 15 15 15 8 8 4 2 15 18 15 19 19 9 19 36 15 8 8 15 9 15 15 15 8 19 6 15 8 4 6 8 7 15 2 18 split_gain=0.550701 0.634882 0.622846 0.566949 0.377603 0.39502 0.452438 0.493596 0.438319 0.467378 0.353242 0.82964 0.361608 0.334005 0.602349 0.438137 0.432579 0.654262 0.358679 0.318768 0.37789 0.608038 0.606245 0.424116 0.567013 0.524407 0.495842 0.324678 0.639687 0.48033 0.31406 0.329272 0.311111 0.775245 0.519439 0.69874 0.338704 0.329728 0.568691 0.449602 0.455724 0.333635 0.306401 0.297946 0.281023 0.276367 0.495273 0.287046 0.491264 0.471064 0.380714 0.50766 0.451715 0.369172 0.355468 0.310421 0.533029 0.642601 0.587202 0.531302 0.606444 0.728237 threshold=1.0000000180025095e-35 1679.5000000000002 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332 1122 7911 6542 6220 6080 322 1369 1365 6066 1033 5033 1776 1273 503 430 988 837 151 598 3257 2103 1154 1137 842 218 1110 428 261 295 71 212 163 942 174 707 282 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=63 num_cat=0 split_feature=9 10 11 17 5 2 7 7 2 18 17 2 7 9 33 7 15 33 15 2 2 7 33 5 7 15 9 17 17 17 5 17 7 11 11 33 9 5 33 15 18 19 15 17 18 19 6 5 9 19 19 17 17 7 2 7 7 33 19 18 2 19 split_gain=1.10598 2.59851 0.422839 0.3005 0.714896 0.59151 0.784437 0.782979 0.568167 0.747715 0.688473 0.685592 0.593622 0.63206 0.662332 0.53213 0.505845 0.69843 0.580636 0.499037 0.397901 0.364188 0.75521 0.632283 0.55768 0.673559 0.520944 0.460647 0.602833 0.651701 0.45339 0.383622 0.840127 0.476134 0.437446 0.38845 0.363394 0.359946 0.364262 0.354413 0.418029 0.642612 0.670521 0.497864 0.331478 0.323711 0.316479 0.315426 0.705762 0.933839 0.434886 0.313434 0.354916 0.353832 0.313105 0.312474 0.305093 0.366014 0.324719 0.301275 0.329265 0.341205 threshold=12.500000000000002 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5553 5497 113 148 5384 749 550 199 185 4635 6457 104 1067 724 661 183 98 343 932 74 363 270 187 83 231 203 156 75 128 1080 865 831 253 221 168 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=63 num_cat=0 split_feature=16 16 16 18 5 15 15 16 11 15 8 17 15 9 17 36 19 9 15 2 8 19 2 17 7 7 8 2 19 2 8 17 17 17 17 16 7 15 5 2 18 5 16 2 16 15 5 7 5 18 17 36 18 7 8 18 15 18 18 19 11 19 split_gain=3.09587 0.583152 0.457441 0.478018 0.489959 0.499814 0.691053 0.659883 0.405543 0.404565 0.922872 0.379381 0.358864 0.348287 1.20713 0.737908 0.647203 0.552643 0.522747 0.375914 0.428237 0.36229 0.429286 0.563875 0.649021 0.690231 0.633169 0.402949 0.444314 0.510233 0.465891 1.2099 0.83883 0.426301 0.40846 0.486947 0.495074 0.455135 0.556155 0.552797 0.433824 0.369688 0.360152 0.33761 0.542362 0.392987 0.329262 0.438482 0.432978 0.382995 0.376406 0.340065 0.327165 0.650777 0.326128 0.324649 0.497185 0.345108 0.313097 0.906049 0.312703 0.311671 threshold=0.064238104969263091 0.079181224107742323 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4141 1332 2160 1675 485 711 85 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=63 num_cat=0 split_feature=4 2 18 18 7 7 2 11 2 9 18 2 2 5 2 18 17 18 18 18 17 2 9 4 17 19 33 5 7 7 6 5 5 18 4 17 4 19 2 9 6 6 4 4 2 4 2 5 7 17 17 4 4 19 9 5 19 11 7 5 2 5 split_gain=0.549812 0.57429 0.540083 0.422912 0.397591 0.366782 0.316225 0.490246 0.471478 0.616797 0.348059 0.317951 0.373247 0.742086 0.336621 0.311896 0.540866 0.469429 0.339474 0.297615 0.531831 0.48518 0.599305 0.368357 0.34878 0.283927 0.283385 0.833534 0.594438 0.51885 0.337895 1.01417 0.449302 0.623873 0.645745 0.735647 0.432519 0.34 0.32756 0.322835 0.313155 0.35083 0.30608 0.28457 0.324663 0.390773 0.790018 0.284117 0.336675 0.579259 0.279644 0.276652 0.588676 0.304574 0.435029 0.362242 0.331513 0.460453 0.275302 0.274131 0.391377 0.446048 threshold=10.500000000000002 93.500000000000014 124.50000000000001 95.500000000000014 4.0000000000000009 2700.5000000000005 336.50000000000006 2.5000000000000004 228.50000000000003 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7.5000000000000009 6041.5000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 -2 6 7 8 11 25 -8 12 14 -14 59 17 -17 18 -13 20 -3 22 -21 -22 -23 -10 40 30 29 -29 -28 32 33 36 35 -35 -32 42 -36 -30 41 -26 -33 44 45 46 47 -38 -49 -50 -20 -40 58 56 55 -55 57 -54 -53 -5 61 -61 right_child=1 19 -4 5 -6 -7 10 -9 9 -11 -12 15 13 -15 -16 16 -18 -19 50 21 23 24 -24 -25 26 -27 27 28 39 -31 31 37 -34 34 38 -37 43 -39 51 -41 -42 -43 -44 -45 -46 -47 -48 48 49 -51 -52 52 53 54 -56 -57 -58 -59 -60 60 -62 -63 leaf_value=-0.025671475331938021 0.03669988509398342 0.034704727635118178 0.040631416443723312 -0.0036321593468752163 -0.027712878791371305 -0.042502443282279395 -0.033947812505835853 0.035716568787649013 0.040527629802297252 0.056560461405720158 0.017961259137326421 -0.02370186038278007 0.033985925889824138 -0.026734985577135207 -0.018629559326201799 -0.023446109745186277 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leaf_weight=2.1909252549521616 0.37169881328009002 1.7477114098728623 1.7440149940084664 81.955247285066434 0.67394854452868458 0.59865499462466587 1.5522648135665793 0.81641242443583806 0.38859494437929187 0.73691399316885497 0.40775724423292548 2.0924183216193337 1.7275340733176556 0.70996114469016891 3.5454026858715215 0.55355013758526161 0.48122946181683801 1.4083423049305563 1.0947169348364694 0.61422723048599337 1.3692116267047825 0.33073335990775277 0.37739080307073891 1.3097775648348031 47.733662371829269 1.4721573544738928 6.8739981393446206 0.48197623941814471 0.4152631794568149 1.1839187066070733 0.73128367663594929 2.5944647534051906 1.0073559378506605 0.45498206513002415 2.173349955235607 1.3835643435595555 2.0653520432824681 0.53986017033457745 0.90453273837920178 0.8822127147577703 1.4826021862318146 0.74827312925481138 1.3716248027049003 0.62674915324896652 0.63550130836665708 1.3925965605303634 0.74048765149200324 0.80174101842567314 1.3354261938948182 3.2229346089297906 0.49647480942076061 1.6402945413719847 2.4662450897740209 0.90238480328116644 0.83783935382962216 1.1380279167788101 0.84933956677559752 0.65854999423027027 0.37738599907606829 0.84145433193771058 4.1157271431729896 0.4396837759995833 leaf_count=268 11 67 103 8437 81 233 181 26 25 54 60 256 94 131 523 216 9 231 113 44 66 14 41 51 3994 203 455 38 25 71 16 308 43 18 64 180 143 12 44 71 241 43 69 11 17 40 53 40 55 216 21 130 246 27 23 54 43 11 27 47 944 62 internal_value=-0.00145375 0.0012316 0.0235964 -0.00392869 -0.00481592 -0.00347687 -0.00325402 -0.00287498 -0.00318369 0.0178449 -0.0231488 -0.0037329 -0.00300861 0.0162999 -0.00352638 -0.0147668 0.0102585 -0.0198524 -0.0104653 0.000584419 0.0132478 -2.50544e-05 -0.0348103 -0.000750197 0.000354062 0.00251239 0.000167076 -0.00293075 -0.0284647 -0.00870157 -0.000925049 -0.00315865 0.000590408 -0.000711508 0.00647024 -0.0211154 -0.00928236 -0.0250791 0.0107151 -0.0538396 0.00268983 0.00338204 -0.0200118 -0.0117975 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is_linear=0 shrinkage=0.05 Tree=98 num_leaves=63 num_cat=0 split_feature=4 2 17 17 18 16 16 5 7 4 17 2 19 4 17 17 9 9 16 4 2 16 6 16 16 7 9 36 17 10 36 16 7 4 36 7 7 4 36 4 16 17 36 16 17 7 7 2 6 7 4 6 18 36 18 19 2 7 7 17 2 17 split_gain=0.580806 0.648867 0.433588 0.546232 0.348343 0.344473 0.390453 0.56064 0.336635 0.330092 0.864074 0.510892 0.485022 0.455009 0.721868 0.491648 0.472951 0.427399 0.483665 0.584823 0.455809 0.689915 0.502432 0.710196 0.679454 0.417199 0.396772 0.514402 0.412667 0.377987 0.371608 0.494741 0.368034 0.480507 0.36089 0.357363 0.802552 0.50781 0.45781 0.420057 0.631369 0.444976 0.469503 0.369565 0.382746 0.33298 0.414239 0.332042 0.325478 0.324565 0.402805 0.324558 0.50638 0.465259 0.619619 0.941223 0.556099 0.54021 0.525684 0.533012 0.418189 0.416513 threshold=10.500000000000002 128.50000000000003 21.431613922119144 27.566375732421879 95.500000000000014 1.0284243226051333 1.6906383037567141 1802.5000000000002 2700.5000000000005 63.500000000000007 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split_feature=4 17 33 19 3 5 6 4 9 4 3 6 9 6 3 7 5 4 18 4 7 36 17 17 11 4 5 19 16 16 18 7 7 36 6 7 4 3 3 19 6 4 5 6 6 6 5 7 33 7 3 19 5 7 6 7 4 4 17 18 19 36 split_gain=0.803233 0.554639 0.627773 0.403772 0.339759 0.323854 0.581267 0.463102 0.397563 0.424884 0.489913 0.395669 0.371466 0.345094 0.468335 0.468109 0.335503 0.305953 0.384942 0.590586 0.301164 0.300259 0.556689 0.593905 0.554134 0.510983 0.795015 0.501542 0.486023 0.437132 0.420117 0.528538 0.532685 0.394375 0.378579 0.358567 0.346907 0.340106 0.324721 0.342522 0.505528 0.486808 0.427044 0.293389 0.517723 0.383278 0.280772 0.685824 0.691478 0.589486 0.551675 0.536746 0.510777 0.50809 0.70247 0.636315 0.591611 0.474661 0.469182 0.456063 0.450556 0.468986 threshold=7.5000000000000009 7.2121062278747567 5.7806207678368091e-06 2.5000000000000004 5.8215644359588632 1791.5000000000002 0.024016853421926502 3158.0000000000005 1.5000000000000002 290.50000000000006 7.8626880645751962 0.02675592061132193 1.5000000000000002 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5.88604 1.02479 139.673 134.429 133.075 121.954 7.39294 114.561 107.011 7.55055 4.73571 5.99948 4.51993 11.1204 1.55106 1.00763 4.18728 1.40419 2.7831 1.31097 5.96399 2.0966 3.86738 1.41867 4.86125 4.5755 3.11879 3.07688 9.81005 8.72349 2.25314 6.47035 5.0875 3.4808 4.19339 1.47956 1.14622 5.24366 2.17285 1.45671 0.53894 0.945939 53.6999 53.4339 28.4443 14.3444 0.948916 14.0999 11.5247 2.93166 24.9896 24.1868 23.4939 13.3955 internal_count=19459 9260 209 109 73 9051 772 8279 741 123 10199 9966 9919 9605 253 9352 8633 719 238 633 492 314 86 67 216 96 120 69 201 111 90 94 618 594 284 100 283 240 69 171 121 86 471 141 111 233 208 310 100 76 8262 8199 4993 2976 82 2017 1501 336 3206 3027 2995 2894 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=63 num_cat=0 split_feature=19 36 15 15 16 7 7 36 36 36 8 6 2 16 2 2 8 18 2 16 2 8 8 8 7 16 19 18 7 2 15 18 16 11 19 16 9 4 16 18 7 16 9 6 7 16 4 16 16 5 10 11 7 15 18 4 7 19 4 16 6 11 split_gain=0.956637 0.6983 0.421073 0.749234 0.54701 0.399108 0.788696 0.395387 0.429305 0.791825 0.761481 0.473833 0.393925 0.7837 0.46121 0.696691 0.617244 0.703094 0.490878 0.690391 0.693127 1.32483 0.864037 0.581835 0.804443 0.534312 0.500002 0.49456 0.398836 0.386889 0.4186 0.578083 0.378996 0.372702 0.347999 0.346916 0.530214 0.570897 0.377485 0.623059 0.70338 0.564687 0.536954 0.490831 0.389414 0.426707 0.354994 0.400152 0.429654 0.381252 0.339282 0.327184 0.482291 0.322748 0.370427 0.320437 0.318715 0.317737 0.588293 0.771997 0.664504 0.430307 threshold=5.5000000000000009 0.0047629063483327636 0.23734255880117419 0.41824768483638769 0.7963986098766328 38.000000000000007 53.500000000000007 0.0041075907647609719 3.3519641874590895e-05 0.00025313877267763024 2965.0000000000005 2.1210812519711911e-05 21.500000000000004 2.1389189958572392 26.500000000000004 30.500000000000004 839.00000000000011 148.50000000000003 52.500000000000007 1.607394874095917 42.500000000000007 1462.5000000000002 1991.0000000000002 2474.0000000000005 53.500000000000007 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93 190 46 25 44 170 903 124 244 222 44 63 55 8 43 47 57 10 49 69 63 88 77 55 11 143 internal_value=0.000269337 0.0027428 -0.00302673 0.00401642 0.00199798 0.0028666 0.0175842 0.00160459 -0.00619967 -0.0102457 0.00356079 0.00396445 0.00235036 0.0164258 0.0322564 0.00152591 0.00493605 -0.0103539 -0.000650467 0.00649209 -0.00196833 0.00540629 -0.0192179 -0.0321826 -0.0195724 -0.00408932 -0.0189331 -0.0303581 0.009577 0.0116215 0.0299842 0.00828661 0.0046768 0.00139912 -0.0405693 0.0214738 0.00580934 -0.00516678 -0.0218285 -0.0129438 0.0363329 -0.0200453 0.00386289 -0.00648101 0.0067807 -0.00787132 -0.0100732 -0.00690512 -0.0101431 -0.00724438 -0.0115845 -0.00856831 -0.00513059 0.0156399 0.00226408 0.0167393 -0.00885267 0.00698612 0.0105455 -0.00484639 -0.00391069 -0.012989 internal_weight=207.455 118.517 88.9385 108.013 79.247 76.4824 6.04029 70.4421 14.1181 1.34764 56.3241 55.7932 49.3952 6.398 2.69073 48.081 3.70727 10.5039 5.11735 4.3711 83.4813 13.8288 5.4571 2.70436 5.38659 2.21168 1.53038 3.17491 28.7659 25.2628 3.88283 21.3799 16.7852 14.4444 0.800943 4.59471 2.16224 3.50311 1.70019 0.570491 3.41382 2.35383 13.6435 2.75274 1.71686 13.6153 12.5178 10.7605 9.40911 8.81185 8.27063 7.7147 6.99297 1.35137 4.89036 2.1243 2.76607 1.92323 1.80292 0.819272 1.82961 1.5179 internal_count=19484 9185 10299 8368 6059 5773 605 5168 968 228 4200 4168 3891 277 79 3831 198 817 369 321 9006 1792 1293 691 448 160 147 288 2309 1875 222 1653 1227 1085 103 426 281 434 236 84 181 213 982 602 368 956 873 651 542 487 479 416 373 109 316 116 200 137 198 99 247 236 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=63 num_cat=0 split_feature=19 2 4 18 13 18 36 2 2 15 19 7 2 15 18 9 9 16 15 2 36 16 9 16 7 36 2 18 7 33 16 19 2 16 36 36 19 7 2 36 16 4 4 33 16 36 7 7 9 7 33 16 19 15 19 33 19 2 36 16 2 2 split_gain=0.686342 0.58001 0.769861 0.468224 0.464054 0.441527 0.521019 0.614582 0.530625 0.598563 0.449878 0.372679 0.874286 0.509989 0.440883 0.365275 0.363288 0.347288 0.5393 0.477577 0.392342 0.414658 0.316555 0.368516 0.488893 0.355765 0.436777 0.629786 0.592756 0.509795 0.442852 0.512168 0.425599 0.522113 0.353238 0.575208 0.536535 0.501755 0.475257 0.618641 0.57799 0.46632 0.688724 0.499988 0.520329 0.315362 0.592904 0.837842 0.534867 0.305186 0.303145 0.301496 0.349262 0.833215 0.318143 0.290877 0.287176 0.286835 0.280336 0.374972 0.326118 0.2754 threshold=5.5000000000000009 492.50000000000006 93.500000000000014 95.500000000000014 1.0000000180025095e-35 123.50000000000001 0.0078524653799831885 422.50000000000006 448.50000000000006 4.0411820411682138 6.5000000000000009 2700.5000000000005 1157.0000000000002 0.80139413475990307 115.50000000000001 6.5000000000000009 8.5000000000000018 1.6141636371612551 1.7655711174011233 228.50000000000003 0.0026941894320771102 1.2458893656730654 7.5000000000000009 3.8406878709793095 1.5000000000000002 0.0018390676123090091 4018.0000000000005 101.50000000000001 1477.0000000000002 0.00061186461243778478 1.0866037011146548 20.500000000000004 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7.76916 5.51525 6.2247 3.5645 3.1134 2.71763 4.69779 3.74844 3.42191 1.55027 11.3103 6.76245 4.32798 3.11812 1.54445 7.28563 6.12413 4.83452 3.2828 2.57983 5.28829 1.81455 1.2896 3.79279 2.31538 1.47741 1.86786 internal_count=19484 5984 3675 2309 2277 2248 814 278 536 494 230 1398 1348 276 1072 332 65 1434 681 753 237 161 2185 229 79 1956 1845 740 1105 650 1052 65 354 229 987 574 413 386 251 239 226 372 355 323 198 296 175 119 80 188 381 444 382 316 188 740 125 62 477 307 170 143 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=63 num_cat=0 split_feature=19 5 9 16 5 16 17 7 7 4 7 15 7 16 10 10 11 16 5 16 4 15 15 5 16 19 16 4 13 15 4 19 10 19 5 19 19 16 16 18 9 17 17 19 4 16 4 16 4 16 16 16 5 4 15 15 15 15 5 16 5 16 split_gain=1.0232 0.511994 0.527528 0.586431 1.05565 0.60486 0.512067 0.304977 0.70334 0.654774 0.61766 0.580411 0.291836 0.570128 0.510701 0.44091 0.307346 0.290595 0.878609 0.669836 0.399145 0.449466 0.622375 0.54228 0.931241 0.506943 0.40672 0.389139 0.359573 0.346984 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12.500000000000002 1.1329091787338259 1.8207099437713625 106.50000000000001 1.0000000180025095e-35 112.3861541748047 63.174093246459968 114.50000000000001 17.500000000000004 3.2472304105758671 29.500000000000004 1.6141636371612551 1474.0000000000002 3.5976449251174931 3.3555063009262089 1.8461279869079592 5921.5000000000009 18.500000000000004 0.56765475869178783 0.81734949350357067 0.34031584858894354 0.99033793807029735 6003.5000000000009 1.1488609313964846 5326.0000000000009 1.1617245674133303 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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=49 2 3 5 -5 12 -7 8 9 -3 -9 -11 16 15 -15 -14 17 19 -19 20 -2 23 26 24 -22 -26 -23 44 29 -24 40 34 33 -33 36 -36 -32 -38 39 -34 -31 42 -42 45 -27 -4 -28 -13 -49 50 51 58 54 -54 56 -56 -53 -57 59 60 -1 -61 right_child=1 7 43 4 -6 6 -8 10 -10 11 -12 47 13 14 -16 -17 -18 18 -20 -21 21 22 28 -25 25 27 46 -29 -30 30 31 32 38 -35 35 -37 37 -39 -40 -41 41 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4702 1837 14446 675 360 13771 13506 970 889 12536 12519 255 12264 4510 4446 4233 379 3854 7754 1076 410 6678 666 6342 6322 1125 194 931 721 299 165 128 71 210 202 422 115 87 367 207 171 5197 3837 3746 486 369 175 91 336 165 81 2865 126 180 774 372 402 323 133 114 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=63 num_cat=0 split_feature=4 8 18 8 17 15 15 2 7 9 2 17 18 6 6 4 6 11 16 4 19 4 16 16 16 16 7 16 36 4 16 17 4 4 4 6 19 2 17 4 4 18 19 2 36 19 4 4 17 18 17 16 16 18 9 18 8 16 15 19 19 11 split_gain=0.60428 0.554575 0.431537 0.494185 0.419496 0.271404 0.313592 0.346692 0.267869 0.492642 0.533817 0.732327 0.379117 0.315529 0.45221 0.286995 0.286827 0.371879 0.278292 0.29494 0.414496 0.410453 0.325715 0.417037 0.419427 0.510872 0.422356 0.45468 0.414644 0.545091 0.35452 0.401661 0.527742 0.358354 0.681593 0.353464 0.419165 0.343195 0.329992 0.327048 0.542212 0.53422 0.450798 0.45308 0.483281 0.783571 0.580074 0.454455 0.540681 0.448576 0.40519 0.378587 0.357926 0.356931 0.330691 0.534107 0.320141 0.336194 0.378718 0.37607 0.317506 0.285304 threshold=1.0000000180025095e-35 4557.0000000000009 335.50000000000006 1001.0000000000001 0.65753641724586498 0.020174217410385612 0.023679682053625587 8.5000000000000018 102.50000000000001 9.5000000000000018 286.50000000000006 9.7674174308776873 306.00000000000006 5.7806207678368091e-06 5.7575675782572952e-06 10107.500000000002 4.7394731154781773e-05 1.0000000180025095e-35 4.3254776000976571 20183.500000000004 180.50000000000003 3547.0000000000005 1.0030063986778261 1.709592938423157 1.6141636371612551 1.5355182886123659 362.00000000000006 1.5887587666511538 0.041803581640124328 119.50000000000001 1.6379624605178835 24.396172523498539 71.500000000000014 13.500000000000002 4.5000000000000009 5.5818404689489407e-06 3.5000000000000004 9757.0000000000018 28.615799903869632 18.500000000000004 9.5000000000000018 107.50000000000001 4.5000000000000009 483.50000000000006 0.045583754777908332 12.500000000000002 91.500000000000014 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0.329408 0.371355 0.328695 0.644999 0.440119 0.347388 0.321168 threshold=5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.4188610911369326 1.5000000000000002 14.736682415008547 46.500000000000007 28.500000000000004 1829.5000000000002 2194.5000000000005 7.5741758346557626 0.079181224107742323 1.7742078304290774 124.50000000000001 0.00083423161413520585 47.500000000000007 29.676805496215824 40.003971099853523 21.070757865905765 17.973155021667484 0.009381651412695648 0.010493497364223005 1.1329091787338259 8.2739462852478045 0.000321986954077147 85.500000000000014 1.4603523612022402 1.5000000000000002 102.50000000000001 1.5000000000000002 0.14749362319707873 0.14977683126926425 0.027681263163685802 4.8705708980560312 8.7607460021972674 2.33299732208252 2.7651642560958867 3387.5000000000005 52.500000000000007 1710.5000000000002 3.5000000000000004 3.3555063009262089 7.5000000000000009 1.7358118295669558 3116.0000000000005 13287.500000000002 1332.0000000000002 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474 490 109 381 367 136 12980 305 90 12675 61 12070 8682 7202 1480 1097 810 859 668 255 619 324 295 230 185 144 191 78 6392 3948 837 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=63 num_cat=0 split_feature=19 17 2 17 17 17 33 9 33 6 7 5 19 9 4 7 2 18 4 7 17 15 19 5 7 7 11 4 7 17 19 2 7 2 2 5 2 2 4 18 4 9 7 15 5 11 7 18 19 15 6 19 15 5 4 15 4 4 7 7 15 7 split_gain=0.642277 0.601067 0.721321 0.593637 0.471193 0.586651 0.430714 0.347853 0.304676 0.694341 0.468878 0.353589 0.384836 0.375869 0.633433 0.430805 0.412925 0.402894 0.384137 0.383286 0.486669 0.37271 0.353127 0.328271 0.317303 0.419237 0.296529 0.292937 0.280634 0.278049 0.275139 0.428422 0.42448 0.270375 0.263081 0.243502 0.242671 0.418381 0.495278 0.590232 0.330426 0.674237 0.292192 0.434927 0.391692 0.303206 0.310152 0.288362 0.286995 0.284617 0.272503 0.264592 0.385089 0.263123 0.261237 0.424 0.305348 0.641172 0.469658 0.886724 0.395682 0.798689 threshold=5.5000000000000009 17.973155021667484 268.50000000000006 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122 75 275 121 118 863 849 797 182 615 249 112 74 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=63 num_cat=0 split_feature=4 33 3 4 3 15 17 17 16 18 15 15 17 15 8 17 4 11 3 33 3 19 4 33 11 18 16 5 17 8 4 17 33 5 33 18 15 15 15 15 18 16 19 36 36 4 36 3 18 36 36 15 33 6 19 3 3 17 19 15 15 19 split_gain=0.618625 0.752713 0.542316 0.530914 0.56357 0.520251 0.628519 0.694834 0.551637 0.500261 0.521802 0.498199 0.458776 0.415774 0.414239 0.40237 0.46382 0.398693 0.396883 0.380259 0.517807 0.459897 0.689387 0.480525 0.470512 0.412956 0.379692 0.371521 0.40275 0.520344 0.505646 0.386162 0.333838 0.590792 0.505779 0.507216 0.432915 0.576165 0.412146 0.411418 0.355411 0.330496 0.345282 0.322353 1.07323 0.460443 0.458089 0.636706 0.4169 0.413338 0.967535 0.382967 0.365499 0.501107 0.470413 0.358073 0.370714 0.451711 0.395513 0.440527 0.423844 0.406759 threshold=5.5000000000000009 0.030961849726736549 3.65057384967804 6.5000000000000009 9.9017810821533221 0.43827921152114874 6.1774306297302255 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31.716422080993656 10.500000000000002 0.11766618117690088 0.69427484273910534 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 14 8 7 9 13 10 -7 12 -8 -1 15 26 -17 18 -13 21 -21 22 24 -23 -10 -22 -5 -11 29 30 31 -29 34 36 43 -36 37 40 -39 -40 -34 42 -12 48 46 -46 47 51 49 50 -4 -45 54 -54 -50 -56 57 58 59 -57 -61 -62 right_child=1 3 32 4 -6 6 11 -9 19 27 41 17 -14 -15 -16 16 -18 -19 -20 20 25 23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 33 -35 35 -37 -38 38 39 -41 -42 -43 -44 44 45 -47 -48 -49 52 -51 -52 -53 53 -55 55 56 -58 -59 -60 60 61 -63 leaf_value=-0.0037244808820952888 0.042454026874373746 -0.053789265197484316 0.0074200287229412056 0.0063002984867740978 -0.058712412691158539 -0.063497138970563624 -0.022047587316632974 0.045077779507916069 -0.02383918477143945 0.037810425442104653 0.035252735258208996 0.027316983997529128 -0.065799012851501013 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255 1792 499 1293 1183 1148 1063 526 464 404 270 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=63 num_cat=0 split_feature=5 5 8 4 3 18 33 18 15 19 5 15 16 3 17 15 5 16 18 18 33 33 3 8 5 9 33 5 4 15 17 15 4 3 15 3 5 11 3 17 19 19 7 33 3 7 16 4 7 5 19 15 3 16 11 4 19 5 19 15 15 3 split_gain=0.81559 0.398248 0.623375 0.370875 0.584637 0.494614 0.643108 0.608696 0.389657 0.379948 0.585 0.377786 0.461098 0.600322 0.60114 0.502884 0.406533 0.368984 0.565086 0.471162 0.368149 0.365386 0.437256 0.584522 0.416713 0.543375 0.408882 0.351918 0.345182 0.344765 0.343141 0.342079 0.407306 1.04259 0.87266 0.599868 0.577226 0.569457 0.699696 0.488859 0.460766 0.455089 0.445017 0.536345 0.406412 0.368253 0.611838 0.560791 0.475937 0.337235 0.515182 0.380147 0.41683 0.327854 0.319295 0.37031 0.624471 0.603365 0.587851 0.902942 0.777952 0.502849 threshold=2845.5000000000005 2748.5000000000005 1898.0000000000002 3.5000000000000004 2.1383330821990971 159.50000000000003 0.0019872579723596577 97.500000000000014 92.071430206298842 3.5000000000000004 3989.5000000000005 0.09558065235614778 1.4284884929656985 5.8735244274139413 1122.1494750976565 0.34850952029228216 3998.5000000000005 0.99950054287910473 219.50000000000003 145.00000000000003 0.00076167393126524996 0.00033579842420294886 3.3842465877532963 2030.5000000000002 3165.5000000000005 3.5000000000000004 0.0016205405700020494 2738.5000000000005 24.500000000000004 70.885749816894545 2.5978647470474248 0.091341637074947371 18.500000000000004 5.633000612258912 3.947088479995728 5.7021131515502939 4014.5000000000005 1.0000000180025095e-35 5.5965666770935067 12.236792087554933 6.5000000000000009 1.5000000000000002 24.000000000000004 5.7979973462352072e-06 4.3241107463836679 85.000000000000014 1.9017018079757693 54.500000000000007 67.500000000000014 3854.5000000000005 1.5000000000000002 0.12752307206392291 3.5408543348312382 1.1420944929122927 1.5000000000000002 238.50000000000003 29.500000000000004 1999.5000000000002 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5547 397 257 5150 1433 224 1209 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=63 num_cat=0 split_feature=5 36 36 36 33 4 15 15 15 19 33 33 11 2 19 4 2 9 18 4 18 9 17 15 11 14 18 33 17 17 18 19 4 17 19 2 18 5 9 5 19 17 17 14 33 14 5 18 17 36 15 19 15 14 13 4 17 17 17 19 17 15 split_gain=0.811123 0.411521 0.446366 0.420394 0.354378 0.367459 0.46981 0.641738 0.634708 0.410163 0.644594 0.564637 0.422305 0.398392 0.354303 0.344899 0.426025 0.334553 0.420597 0.316473 0.31186 0.406071 0.484065 0.726537 0.432702 0.508076 0.379301 0.363552 0.374088 0.663103 0.479255 0.451131 0.338331 0.414072 0.311586 0.335795 0.310224 0.309373 0.363709 0.307809 0.303708 0.291477 0.351645 0.277953 0.270227 0.508277 0.267388 0.266194 0.469126 0.556931 0.785101 0.429198 0.514418 0.409993 0.472758 0.411346 0.536144 0.699978 0.586156 0.491985 0.449432 0.384005 threshold=2845.5000000000005 0.026218185201287273 0.017153804190456871 0.015919017605483535 0.0032051401212811474 3.5000000000000004 0.69427484273910534 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19 14 2 17 10 9 6 8 8 2 36 17 8 9 14 8 33 19 19 8 8 36 36 2 14 4 8 14 2 4 8 8 17 8 36 14 2 2 33 33 33 33 17 33 8 4 19 36 36 17 4 6 19 5 4 8 6 8 17 split_gain=1.07776 0.526784 0.567734 0.569752 0.524471 0.452042 0.400347 0.366797 0.357019 0.341137 0.499222 0.319099 0.416955 0.320372 0.311629 0.302638 0.352541 0.328179 0.356238 0.309486 0.291043 0.288296 0.352007 0.336896 0.367101 0.269923 0.268279 0.626221 0.474987 0.580126 0.532999 0.414151 0.59792 0.454715 0.898453 0.413435 0.405541 0.404518 0.531604 0.692398 0.910709 0.535105 0.464636 0.703056 0.411564 0.374474 0.361228 0.355094 0.354366 0.434655 0.402329 0.4576 0.491098 0.389456 0.569976 0.43325 0.38425 0.320469 0.302909 0.520523 0.521919 0.299844 threshold=6646.0000000000009 5.5000000000000009 17.973155021667484 6.5000000000000009 3.5114340782165532 262.50000000000006 12.710305690765383 1.0000000180025095e-35 11.500000000000002 0.0028598116477951412 1731.5000000000002 3149.5000000000005 47.500000000000007 2.8491996090451724e-05 20.639464378356937 3379.5000000000005 4.5000000000000009 3.9981586933135991 3485.5000000000005 0.00063938772655092191 7.5000000000000009 4.5000000000000009 2846.0000000000005 2362.5000000000005 0.06567284464836122 0.014615662861615421 16.500000000000004 3.2180751562118535 1.0000000180025095e-35 1659.0000000000002 0.89587974548339855 34.500000000000007 4.5000000000000009 3036.5000000000005 2540.0000000000005 5.8623392581939706 1329.0000000000002 0.077682472765445723 4.9380068778991708 132.50000000000003 117.50000000000001 0.013609386980533602 0.010493497364223005 0.0043438270222395667 0.026809485629200939 6.8414657115936288 0.0073064372409135112 581.00000000000011 9.5000000000000018 2.5000000000000004 0.18834097683429721 0.33118891716003424 13.114593029022219 21.500000000000004 0.045411404222249992 2.5000000000000004 1098.5000000000002 5.5000000000000009 2065.0000000000005 0.0032895664917305116 2436.0000000000005 2.5978647470474248 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 4 7 6 14 8 -4 -3 10 -9 12 -6 -14 -5 21 19 -18 -19 -17 25 26 23 24 -23 -15 27 28 29 30 -1 32 33 34 35 61 -34 38 41 40 42 -33 43 58 47 -45 -29 -39 49 50 -46 52 -52 54 -50 -55 -53 -47 -40 60 -60 -28 right_child=-2 2 3 5 11 -7 -8 9 -10 -11 -12 -13 13 20 -16 16 17 18 -20 -21 -22 22 -24 -25 -26 -27 31 46 -30 -31 -32 37 36 -35 -36 -37 -38 44 39 -41 -42 -43 -44 45 48 57 -48 -49 53 -51 51 56 -54 55 -56 -57 -58 -59 59 -61 -62 -63 leaf_value=0.0069288247896891753 -0.035970219629525582 -0.028089972856674996 -0.026791731672790559 0.022127559900252232 0.023465266426731728 0.0016114303955239403 0.050883340707543495 0.067060428438750125 0.03738422436698137 0.0099651647414003147 0.016967435332076768 0.015767250847515898 -0.062168592167067993 -0.043237066802867485 -0.032051982745153328 0.009295253050256325 0.0136046086631334 0.046464188576600784 -0.016321847794214053 -0.038640901439006968 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0.31837311567505722 0.89637149265035843 66.379421185753017 1.4976272023923227 0.85277241899166289 0.46024438372114673 2.366063202964142 1.1934185090649405 5.3668588736327365 0.33533651672769327 0.67521090825903207 1.5952247131099282 14.112120462979874 1.5565980774408661 0.23849299491848786 4.285406484912528 0.34493935655336905 0.81300928915152326 2.2052157749712924 0.34886337866191741 0.75772490783128876 1.8634892939007839 0.16620552216772921 2.1494707189121973 7.7256667631299916 2.6085047103697425 6.9335250342119252 0.9272561261896044 11.596990557594836 0.90248682070523401 1.383111752453259 0.3973252000287183 1.8796706504363108 1.0132145552342988 0.74803824280388909 1.5906612278486121 3.4136431483202605 1.2907763224502558 0.92358096491079855 1.0881148144835604 0.79958436521701548 3.0790291477751435 0.5702253929339347 2.8078308985568583 9.3597451344976417 0.82229143613949318 1.7308057202026246 0.48035603272728644 1.4179847859777512 0.93441570946015418 2.253548951732228 1.1062013220507649 0.74184467014856625 0.72832589084282506 0.79983944958075881 0.84942081244662426 0.26288698404096056 0.93447311205090955 9.5759484191948996 leaf_count=52 391 43 150 32 60 4503 51 31 24 145 68 310 68 147 188 1498 204 40 999 44 86 433 73 64 156 14 319 2117 88 239 127 2180 19 85 90 165 55 72 337 478 85 88 89 22 127 69 332 739 56 38 25 71 66 103 85 70 36 42 70 30 248 653 internal_value=0.000283526 0.000659262 0.00366041 0.0020931 0.0144796 0.000920746 0.035384 0.0187113 0.00776508 0.0228941 0.0378442 0.00855742 -0.00484949 -0.0176051 -0.0230379 -0.00158223 0.00390307 -0.00619809 -0.0130119 0.00815152 -0.00857245 -0.002813 -0.0142756 -0.0107698 -0.0164705 -0.0291867 -0.00212605 -0.00696153 0.00138302 -0.00441055 -0.0330936 -0.000519874 0.00610372 0.00282382 0.000122285 0.00228669 0.0324455 -0.00293127 -0.00747518 0.000236757 0.00812535 -0.0146199 0.000909687 0.00652806 0.00175197 0.0290543 -0.0156747 0.00935646 -0.00402958 0.00223112 -0.00358579 -0.0150301 -0.0371063 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8 2 2 15 15 33 16 7 4 16 33 5 8 8 33 16 5 15 15 9 16 8 4 8 2 16 16 15 33 8 9 15 15 2 36 2 16 15 16 15 4 5 2 4 4 2 7 36 split_gain=1.12639 0.331091 0.471115 0.3957 0.462903 0.345336 0.508256 0.389712 0.307989 0.916322 0.567238 0.436064 0.420175 0.408583 0.359158 0.291369 0.485073 0.352748 0.355231 0.263961 0.352077 0.512606 0.845631 0.811015 0.392651 0.713249 0.304328 0.586555 0.359225 0.333025 0.661675 0.443616 0.398211 0.338909 0.304118 0.545259 0.302578 0.357127 0.342744 0.531854 0.277249 0.330983 0.270104 0.264129 0.485782 0.454595 0.532146 0.413471 0.261226 0.261386 0.258623 0.255373 0.468888 0.272013 0.325713 0.250324 0.464689 0.249577 0.423019 0.289683 0.241568 0.24073 threshold=0.064238104969263091 2706.5000000000005 2607.5000000000005 24.000000000000004 57.000000000000007 175.22727203369143 273.50000000000006 0.27199758589267736 0.061350269243121154 14.538858890533449 2594.5000000000005 2.5000000000000004 1.5000000000000002 1318.5000000000002 3902.0000000000005 16.500000000000004 11.500000000000002 5.7251908779144296 3.7172925472259526 5.7806207678368091e-06 3.5363996028900151 18.500000000000004 198.50000000000003 1.6220437884330752 1.0000000180025095e-35 3303.0000000000005 1259.5000000000002 1053.0000000000002 0.0041154813952744016 2.478696465492249 3371.5000000000005 355.35417175292974 228.22222137451175 9.5000000000000018 2.5314116477966313 1576.5000000000002 1124.0000000000002 3772.0000000000005 28100.000000000004 2.5779387950897221 3.1347392797470097 2.1145104169845585 3.6165428127787895e-06 3991.0000000000005 1.0000000180025095e-35 0.12251481413841249 0.13236605376005176 54.500000000000007 0.055696047842502601 63.500000000000007 2.6597110033035283 8.2563791275024432 4.6507072448730478 11.584349632263185 6.5000000000000009 3977.5000000000005 268.50000000000006 213.50000000000003 67.500000000000014 318.50000000000006 33.500000000000007 0.034678010269999511 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 7 15 9 10 11 12 -6 50 -15 16 -5 18 48 20 21 22 23 -3 25 -22 27 40 29 31 -31 32 43 34 -32 -36 37 -23 -38 -40 -21 -42 -25 -28 -45 -46 -47 -48 60 -50 61 52 -26 -53 -55 -49 -57 58 59 -39 -17 -13 right_child=1 19 -4 4 8 -7 -8 -9 -10 -11 -12 13 -14 14 -16 17 -18 -19 -20 26 24 36 -24 42 51 -27 28 -29 -30 30 33 -33 -34 -35 35 -37 38 57 39 -41 41 -43 -44 44 45 46 47 55 49 -51 -52 53 -54 54 -56 56 -58 -59 -60 -61 -62 -63 leaf_value=-0.036015999070564207 0.0043131138584308363 0.037580142184141699 -0.020946272402669507 -0.010286327282064097 -0.014944510059158561 -0.048653502356195429 0.029743863941008933 -0.050292515977767321 0.0019533941932472093 -0.083318505513119978 0.047144628258228544 0.00085501494297423588 0.045746662704623992 0.0087112228906835211 -0.016360664475257282 -0.018860270231165391 -0.062155057397043217 -0.027263490128111106 0.02681585284612796 0.023451666024502354 0.045608635965000269 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9.7752516803157121 0.61690448853187341 0.74108487402554679 0.66064574700431045 34.701085530195996 0.37158826924860378 0.5262102565029626 0.45090604483266306 0.29374975524842817 9.0649685068528907 1.695583984008407 0.47903572439099651 0.66207383188884694 1.4454614214482715 1.03887736890465 1.2922021360136562 0.4889428701717401 11.708673251607257 0.4169134384865173 0.50712738313086447 0.2020614391658454 1.0034544737354734 45.937349068379262 1.8863200889900325 1.3738846442138299 0.72334859962575038 0.59549511515069742 0.94396115242852729 0.91292305538081464 2.1621773504884914 2.7082824811222967 0.82825293712085102 2.0923562819370995 4.6805717132519895 0.74608333455398657 0.49242447735741735 0.33856398286297951 2.3069108076160774 0.22998035486671142 1.2421486310195167 0.67303420213284004 0.4126275458838794 0.41192598000634495 0.49165699176956001 1.8029086746391842 0.86746152926934872 0.73439810250420112 0.50769449281506218 0.22166022972669452 0.36441915866453201 0.30884669453371316 1.2452967007411642 0.74544074200093735 0.34582585422322232 0.65644245984731231 2.6911852101329714 1.0571801228215916 1.11246257845778 leaf_count=299 1883 157 372 417 1777 26 23 110 2243 21 33 228 8 655 371 41 51 201 68 67 49 2407 29 204 39 451 3406 146 80 17 37 36 28 171 221 78 65 848 47 24 154 303 14 33 235 6 31 20 140 101 115 10 71 22 58 73 61 15 60 168 122 143 internal_value=0.000207147 0.000601418 -0.00141473 -0.000809436 -0.00280797 -0.0123298 -0.0101258 -0.0132604 -0.00105949 -0.0054112 -0.00418731 -0.00535525 -0.0131739 0.000673566 0.00476054 -0.0104693 -0.026842 -0.00539352 0.000633059 0.00270626 -0.00135458 -0.00331738 -0.0299672 -0.00963448 0.0145508 -0.00390993 0.00440919 -0.00651414 0.00544518 0.00486666 0.0151025 0.00351179 0.00412759 0.00989768 0.00150492 -0.00406129 -0.00140132 -0.00371617 0.0125555 -0.00829153 0.00446837 -0.00480417 -0.0435421 0.0035435 0.014199 0.00567953 0.0133029 0.00572973 -0.00583316 -0.0152836 -0.0184659 0.0317198 -0.00157987 0.0436676 0.0228296 0.013428 0.00553741 0.00416802 0.00237649 0.00580144 0.0105944 -0.029963 internal_weight=197.172 195.049 99.6236 96.629 69.51 10.7838 10.1669 9.42583 58.7262 24.0251 23.6535 23.1273 10.069 13.0583 10.7606 8.76519 2.07426 6.69092 5.24546 95.4258 28.194 25.0969 1.68338 1.26647 3.09708 1.4924 67.2318 5.824 61.4078 60.0339 7.01756 53.0164 52.0724 6.29421 4.13203 3.53654 23.4136 20.0827 3.33086 1.23851 3.93768 2.64547 0.737108 51.1595 5.22213 3.97998 3.30695 2.89432 4.20659 2.67037 2.29777 1.60468 0.423722 1.18096 0.673266 2.48239 1.99074 8.37403 8.0282 7.37176 1.53622 1.56337 internal_count=19389 19090 9149 8777 6894 1300 1274 1251 5594 3351 3330 3297 1785 1512 1026 1141 468 673 472 9941 4738 4038 404 375 700 500 5203 670 4533 4453 524 3929 3893 507 336 299 3634 3498 136 71 524 457 218 3865 459 426 191 185 404 241 486 200 110 90 80 154 134 1091 1076 1016 163 371 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=63 num_cat=0 split_feature=16 19 19 17 15 2 2 10 2 16 15 7 4 7 4 10 7 2 2 15 8 5 5 7 17 15 4 8 17 5 36 5 5 15 4 19 16 17 16 5 7 5 4 16 4 15 2 17 36 7 5 4 36 36 9 4 8 5 16 4 7 16 split_gain=1.11892 0.491078 0.575523 0.457634 0.648006 0.526232 0.662332 0.441904 0.371005 0.516148 0.50589 0.336996 0.364936 0.336067 0.311401 0.310837 0.303424 0.299278 0.275056 0.260816 0.257166 0.391021 0.530736 0.626682 0.507959 0.432008 0.338584 0.592853 0.324531 0.251814 0.254842 0.251535 0.52149 0.336917 0.30246 0.784087 0.382699 0.369142 0.507335 0.409316 0.347041 0.333671 0.323249 0.371669 0.415705 0.594235 0.546235 0.361936 0.717905 0.319809 0.275058 0.509491 0.363986 0.632154 0.454935 0.488294 0.445338 0.349798 0.37518 0.523614 0.360073 0.319513 threshold=0.064238104969263091 5.5000000000000009 6.5000000000000009 17.675120353698734 7.0134406089782724 415.50000000000006 439.50000000000006 1.0000000180025095e-35 212.50000000000003 1.5010226368904116 0.8500814437866212 111.00000000000001 14.500000000000002 133.50000000000003 8.5000000000000018 1.0000000180025095e-35 326.50000000000006 262.50000000000006 361.50000000000006 0.24460806697607043 4304.0000000000009 4959.5000000000009 4568.5000000000009 79.000000000000014 52.60380935668946 47.462028503417976 15.500000000000002 2065.0000000000005 162.4138107299805 2923.5000000000005 0.0013855549041181805 4244.5000000000009 4164.0000000000009 92.071430206298842 93.500000000000014 23.500000000000004 3.0894895792007451 68.17071914672853 1.0592757463455202 2953.5000000000005 657.00000000000011 2353.5000000000005 175.50000000000003 2.9201554059982304 95.500000000000014 3.2389247417449956 763.50000000000011 162.4138107299805 0.10418587177991868 166.50000000000003 3223.5000000000005 3158.0000000000005 0.021169812418520454 0.019463920965790752 2.5000000000000004 551.00000000000011 1679.5000000000002 3356.5000000000005 1.8580761551856997 582.50000000000011 240.00000000000003 1.709592938423157 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 7 4 16 11 -7 -3 10 17 13 15 14 -9 -13 18 -4 -10 -5 -15 21 22 24 -24 -8 28 27 -26 -23 -11 -31 32 34 -33 37 36 42 39 -39 -28 50 -42 43 44 -36 46 -46 -44 -49 -47 51 52 53 56 55 -54 -37 -52 -59 -60 -61 -56 right_child=1 2 3 5 -6 6 20 8 9 29 -12 12 -14 19 -16 -17 -18 -19 -20 -21 -22 25 23 -25 26 -27 31 -29 -30 30 -32 33 -34 -35 35 40 -38 38 -40 -41 41 -43 47 -45 45 49 -48 48 -50 -51 57 -53 54 -55 61 -57 -58 58 59 60 -62 -63 leaf_value=-0.036004806915918459 -0.0016451691022186861 -0.01464311898569985 -0.00024382697150481946 0.017085630487906237 0.045837043694098023 0.030426898626622415 -0.041383126561304995 0.052854504780016021 0.030910752386125201 0.018044419488885861 -0.0188990939319554 -0.0021022515033293021 0.0032176319556878803 0.033069469813925147 -0.053600264161345917 -0.033897040767290172 0.02568115262941302 -0.015361687364819139 -0.055300094741507044 -0.013758814535794906 0.018868496609882157 -0.014757596716876481 0.066052322822601761 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0.0038447 internal_weight=197.477 195.357 83.2163 74.8969 6.97667 67.9202 59.3723 8.31935 7.28271 4.28645 2.99626 8.5479 5.52168 1.82521 1.1744 3.02622 5.66065 1.41804 0.808286 1.19789 57.3288 55.2833 50.3478 1.33213 49.0156 4.93552 48.3279 1.02737 4.47722 2.86841 2.06925 47.3005 46.3339 0.966647 44.5305 37.2297 8.84256 7.30078 5.83661 1.46418 28.3871 3.14088 8.2267 4.24745 3.85793 3.4185 1.50192 3.97925 3.13165 1.91659 25.2463 14.2001 9.8992 1.66852 8.23068 3.42109 1.22608 11.0462 8.0529 6.33045 5.29948 4.80959 internal_count=19389 19090 5985 5288 503 4785 3942 697 458 208 250 843 417 118 146 426 455 90 148 103 3836 3678 3200 70 3130 478 3038 89 404 118 67 2949 2866 83 2811 1933 572 878 719 159 1361 187 513 316 306 295 80 197 167 215 1174 707 601 137 464 222 117 467 368 309 172 242 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=63 num_cat=0 split_feature=9 8 2 16 2 2 18 16 19 16 2 18 7 18 33 6 33 11 33 19 18 33 16 18 2 33 19 18 6 16 19 9 2 18 18 16 6 18 5 7 18 19 7 6 2 2 9 16 16 7 6 5 33 8 19 7 11 18 2 33 19 7 split_gain=0.356589 0.428605 0.2392 0.468066 0.445203 0.374536 0.372575 0.362719 0.775187 0.332323 0.329638 0.261732 0.258863 0.257511 0.236365 0.900826 0.704614 0.573911 0.393805 0.408463 0.367031 0.366884 0.328752 0.284663 0.276167 0.229422 0.213365 0.418411 0.364825 0.612473 0.325861 0.268586 0.474931 0.316408 0.276782 0.269069 0.235566 0.384179 0.378255 0.233878 0.220879 0.411335 0.218639 0.216303 0.204189 0.350116 0.188372 0.479315 0.449958 0.514526 0.339463 0.539626 0.518886 0.502467 0.304647 0.303603 0.290598 0.215128 0.406052 0.520272 0.309771 0.455077 threshold=7.5000000000000009 803.00000000000011 422.50000000000006 3.8406878709793095 158.50000000000003 7.5000000000000009 128.50000000000003 3.0337370634078984 61.500000000000007 2.2886524200439458 1029.5000000000002 306.00000000000006 182.00000000000003 180.50000000000003 0.02450212370604277 0.02675592061132193 0.02724188752472401 1.5000000000000002 0.0296290647238493 2.5000000000000004 123.50000000000001 0.023377109318971637 2.478696465492249 154.00000000000003 10.500000000000002 1.4490866306005047e-05 4.5000000000000009 124.50000000000001 0.037068063393235214 1.3895232081413271 1.5000000000000002 1.0000000180025095e-35 137.50000000000003 104.50000000000001 145.00000000000003 1.0954201221466067 0.046934630721807487 253.50000000000003 1352.5000000000002 166.50000000000003 134.50000000000003 6.5000000000000009 532.00000000000011 0.097979646176099791 93.500000000000014 52.500000000000007 1.0000000180025095e-35 0.99950054287910473 1.1026402115821841 1477.0000000000002 0.00033647069358266895 4000.5000000000005 0.00024335250782314691 3902.0000000000005 35.500000000000007 851.50000000000011 2.5000000000000004 253.50000000000003 1891.5000000000002 0.0031291448976844554 242.00000000000003 106.50000000000001 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=14 -2 4 7 5 6 -3 8 10 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12.3658 7.19317 3.30372 4.71271 2.64458 3.88945 1.52538 2.36289 0.990707 1.52655 178.202 25.4273 22.4526 21.5013 20.9331 2.51355 2.97462 152.775 18.4195 1.33571 17.5733 0.466849 16.9348 2.85621 14.0786 2.82004 1.90732 11.2586 8.29875 2.95982 2.30758 0.994336 6.68878 4.98042 4.31552 0.861367 1.99484 1.37533 1.60997 1.31324 3.11522 2.2835 152.089 13.7652 11.8425 10.5457 10.031 2.6451 1.78152 7.38594 6.56231 0.823631 1.92267 138.324 15.4169 2.30884 122.907 4.33265 internal_count=19334 2608 2345 496 1849 1407 385 359 214 1022 175 744 114 278 16726 1382 1282 1245 1237 108 100 15344 1129 73 1073 137 964 175 789 139 95 650 445 205 154 72 327 266 208 68 107 89 118 82 145 122 15277 1090 783 646 551 125 107 426 348 78 307 14187 2650 201 11537 153 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=63 num_cat=0 split_feature=9 8 36 36 8 2 8 16 16 4 5 2 8 36 33 16 4 8 19 8 36 15 15 16 36 36 8 8 8 2 16 19 4 2 19 16 15 19 15 2 4 16 16 36 2 2 19 4 15 2 2 16 36 36 2 16 8 16 8 15 33 9 split_gain=0.405597 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18.782 107.34 6.43745 106.843 35.4659 6.39342 5.99603 2.48662 71.3772 70.0913 1.28588 3.50941 29.0725 26.895 25.805 23.6771 23.1447 13.7741 10.9313 10.0815 4.58066 5.50082 4.03635 3.43221 9.37064 6.209 5.26407 3.38809 1.48845 0.751039 8.03268 7.22272 6.06276 1.46447 3.73655 2.56356 2.84281 2.17783 5.27291 2.19238 1.77044 3.08053 1.33796 1.95837 1.1853 0.504169 63.8823 63.4672 internal_count=19334 16306 16294 12295 3999 192 3807 3479 12274 1867 133 107 1734 1583 1187 10407 396 10366 3095 798 785 212 7271 7109 162 573 2297 2165 2070 1928 1908 1205 975 867 370 497 334 315 703 381 287 205 128 80 633 529 460 163 346 253 230 202 430 190 135 240 70 179 269 96 6728 6705 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=63 num_cat=0 split_feature=16 11 36 15 4 15 17 8 16 16 36 16 15 7 17 16 18 15 15 33 5 18 16 8 5 16 15 4 17 11 16 33 36 8 19 8 4 33 33 36 19 17 9 9 8 4 7 18 19 5 11 8 8 5 36 4 8 15 7 16 19 5 split_gain=0.855215 0.553154 0.310374 0.423661 0.352624 0.545527 0.568588 0.528833 0.479213 0.465357 0.659757 0.455623 0.42522 0.400321 0.608365 0.40012 0.360263 0.4044 0.358672 0.351203 0.347806 0.489872 0.605114 0.487579 0.471248 0.442973 0.469506 0.419604 0.582228 0.369614 0.345639 0.348228 0.344524 0.326889 0.379617 0.321726 0.328928 0.431792 0.907143 0.546991 0.423014 0.748958 0.570486 0.461293 0.383217 0.428631 0.66953 0.389263 0.374915 0.368787 0.360337 0.311903 0.311658 0.307621 0.345409 0.304218 0.384469 0.302115 0.28551 0.247453 0.3685 0.346129 threshold=0.99950054287910473 6.5000000000000009 7.0922187660471545e-06 5.0007462501525888 1.0000000180025095e-35 0.28221920132637029 0.74483487010002147 3276.0000000000005 3.5363996028900151 2.0629136562347417 0.25583711266517645 2.0048011541366582 0.28873661160469061 576.00000000000011 8.5707869529724139 1.0792338848114016 210.00000000000003 0.087080698460340514 0.074351649731397643 0.037515560165047653 3986.5000000000005 267.50000000000006 3.7313505411148076 2436.0000000000005 3998.5000000000005 1.022691607475281 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0.319196 0.31681 0.451382 0.304457 0.526249 0.322499 0.531989 0.525664 0.478414 0.473395 0.415031 0.39052 0.331215 0.3004 0.297379 0.405917 0.284217 0.274576 0.264645 0.442854 0.408257 0.53752 0.462104 0.421597 0.46972 0.402156 0.485075 0.53832 0.379951 0.368437 0.343599 0.336253 0.45654 0.355025 0.330303 0.302909 0.298967 0.263108 0.26032 0.259867 0.440244 0.302882 0.616939 0.278784 0.287862 0.259259 0.457276 0.42563 0.344882 0.280445 threshold=1.0000000180025095e-35 0.84735926985740673 0.23734255880117419 0.034922070801258094 30.500000000000004 0.31514294445514685 49.662250518798835 5.0007462501525888 19.144226074218754 50.500000000000007 3.4359271526336674 362.00000000000006 1.4006662964820864 3019.5000000000005 0.0029765227809548382 2.0414142608642583 25.500000000000004 1.0000000180025095e-35 0.25866188108921057 0.29694496095180517 0.013856518547981979 0.27392897009849554 4557.0000000000009 70.500000000000014 5.9891543388366708 91.500000000000014 5.5000000000000009 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50.9541 11.0716 2.23133 8.84022 40.9655 2.19909 1.64782 0.81085 50.4998 22.8736 27.6262 7.16674 5.82418 2.38538 1.42311 17.0202 11.23 2.47549 20.4595 5.85337 3.4388 5.79021 5.37215 2.59285 8.75452 3.20508 5.3596 3.22399 0.962274 38.7664 32.0505 17.8843 17.2865 14.1662 12.3798 17.6305 8.78615 7.81976 7.29406 6.69279 internal_count=19405 13965 13914 2229 11685 4420 4375 667 434 382 1911 391 7265 336 239 7230 109 7121 6622 499 459 6500 6431 423 64 359 5440 127 96 74 6376 2687 3689 1045 843 228 152 1986 917 292 2644 701 615 1069 1037 368 625 594 683 233 76 5313 3714 1894 1803 1820 1323 2180 1363 1291 1250 1198 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=63 num_cat=0 split_feature=4 17 19 15 7 17 6 6 36 8 15 8 15 15 15 17 17 19 15 7 15 36 15 4 4 19 19 2 15 7 15 17 4 36 15 2 2 17 5 19 2 7 4 6 19 8 15 8 8 19 4 36 19 19 15 2 7 36 19 5 36 19 split_gain=0.867075 0.431858 0.363374 0.335883 0.360349 0.374965 0.380934 0.323293 0.302541 0.256604 0.38419 0.434401 0.265606 0.323726 0.22721 0.21726 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0.316602 0.492811 0.390667 0.336408 0.31356 0.364288 0.307849 0.296908 0.297697 0.299284 0.397855 0.403304 0.677096 0.300468 threshold=5541.0000000000009 100.50000000000001 116.219539642334 147.61927795410159 35.000000000000007 11.584349632263185 177.50000000000003 155.30593872070315 62.000000000000007 1.2068303227424624 3.5363996028900151 5482.5000000000009 1950.0000000000002 750.34243774414074 78.500000000000014 159.50000000000003 96.500000000000014 425.56828308105474 6.5000000000000009 3.5408543348312382 1950.0000000000002 6.4126386642456064 5.949338674545289 2125.5000000000005 5.7153801918029794 2.4288070201873784 2.6342070102691655 5.482717990875245 20.500000000000004 0.025298770517110828 201.50000000000003 2.9796528816223149 280.00000000000006 1.7358118295669558 0.034631226211786277 3.9981586933135991 3.5000000000000004 44.000000000000007 0.000321986954077147 1.5000000000000002 17.500000000000004 104.00000000000001 0.23734255880117419 0.0006802871939726175 5.4004201889038095 11.305304527282717 11.801753997802736 9.4843854904174822 2552.5000000000005 1659.0000000000002 0.99950054287910473 0.10703231021761896 0.14298786222934726 1088.5000000000002 100.00000000000001 3999.5000000000005 32.500000000000007 1053.0000000000002 1217.5000000000002 27.566375732421879 0.026121422648429874 21.070757865905765 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 20 11 5 18 8 -8 -4 -10 -6 21 16 14 -14 -15 17 -9 19 -2 -3 22 23 24 27 30 -27 33 -29 -30 31 -26 -32 44 35 36 37 -35 -37 40 -40 43 -43 -39 45 47 -47 48 51 -50 -51 -1 53 -53 -55 56 57 -48 59 60 -59 -60 right_child=4 2 6 -5 10 -7 7 12 9 -11 -12 -13 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31 32 -33 -34 34 -36 38 -38 41 39 -41 -42 42 -44 -45 -46 46 55 -49 49 50 -52 52 -54 54 -56 -57 -58 58 61 -61 -62 -63 leaf_value=0.0040446694205576545 0.047601539735545505 0.039678700242449717 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16.8924 internal_count=19362 16682 2174 14508 2680 410 1973 1551 422 292 2270 14145 1518 295 161 134 1223 73 218 196 201 14101 13419 12555 12257 567 105 11690 536 284 462 298 164 11154 2864 2754 1146 1020 1608 759 118 637 334 303 8290 8159 1894 6265 5915 1562 1537 4353 3209 3165 2913 1835 1701 1645 1520 129 75 1391 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=63 num_cat=0 split_feature=19 2 4 2 7 5 10 16 2 7 10 7 16 18 18 16 4 19 16 2 19 18 2 4 2 16 5 16 5 2 9 5 16 16 2 2 2 16 36 16 16 4 7 4 18 8 19 4 19 19 16 7 5 2 4 2 5 4 4 36 36 16 split_gain=0.395366 0.300792 0.673667 0.67861 0.447699 0.3803 0.362258 0.345456 0.400153 0.613056 0.388744 0.373039 0.324587 0.419804 0.467372 0.405963 0.356371 0.324183 0.318895 0.316962 0.305992 0.297859 0.414466 0.294891 0.425377 0.2837 0.277492 0.34318 0.271903 0.421099 0.271276 0.519177 0.305496 0.309848 0.387956 0.562983 0.387277 0.347364 0.268576 0.271811 0.292111 0.305921 0.264629 0.260413 0.232648 0.362379 0.299819 0.22063 0.216468 0.470171 0.210838 0.267922 0.209406 0.207998 0.204453 0.225321 0.202759 0.305135 0.406244 0.198528 0.449629 0.298643 threshold=5.5000000000000009 492.50000000000006 100.50000000000001 796.50000000000011 219.00000000000003 4021.5000000000005 1.0000000180025095e-35 2.5779387950897221 431.50000000000006 118.00000000000001 1.0000000180025095e-35 101.00000000000001 1.2730520963668825 122.50000000000001 106.50000000000001 1.3485356569290163 140.50000000000003 6.5000000000000009 1.3485356569290163 887.50000000000011 164.00000000000003 107.50000000000001 113.50000000000001 31.500000000000004 182.50000000000003 1.709592938423157 1291.5000000000002 1.2133239507675173 4017.5000000000005 167.50000000000003 13.500000000000002 6377.0000000000009 3.5976449251174931 3.3555063009262089 34.500000000000007 253.50000000000003 89.500000000000014 2.9201554059982304 0.0014951044577173891 1.193301856517792 1.3485356569290163 44.500000000000007 2125.5000000000005 30.500000000000004 154.00000000000003 1662.5000000000002 28.500000000000004 4.5000000000000009 100.00000000000001 38.500000000000007 3.3555063009262089 150.50000000000003 2460.5000000000005 298.50000000000006 65.500000000000014 415.50000000000006 6035.5000000000009 7.5000000000000009 1.5000000000000002 0.077682472765445723 0.072352986782789244 2.1218464374542241 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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=30 4 5 18 7 17 -6 8 11 -10 -9 23 13 14 26 -14 19 -3 -4 -17 48 -13 -23 24 28 -24 -5 -28 29 -2 32 -32 33 37 -35 36 -36 56 39 43 -41 -42 -19 -7 45 -12 -46 -39 49 -15 -18 -52 -21 -25 55 -55 59 58 -58 60 61 -1 right_child=1 2 3 12 6 38 -8 10 9 -11 44 21 15 20 -16 16 50 42 -20 52 -22 22 25 53 -26 -27 27 -29 -30 -31 31 -33 -34 34 35 -37 -38 47 -40 40 41 -43 -44 -45 46 -47 -48 -49 -50 -51 51 -53 -54 54 -56 -57 57 -59 -60 -61 -62 -63 leaf_value=-0.00017633825972133681 -0.030231278342037083 0.028432451575589331 0.0018683061220699363 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2296 1465 694 1602 1230 150 372 1080 2105 378 120 1727 1658 980 103 199 258 429 360 651 502 301 74 62 192 131 13393 180 13213 12698 163 122 105 12535 485 435 366 344 937 69 253 104 149 361 212 191 1459 195 180 149 114 93 12174 475 410 11699 9568 9430 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=63 num_cat=0 split_feature=10 17 9 18 2 2 19 15 15 18 15 6 5 15 17 5 16 5 6 2 2 8 15 6 19 8 8 5 8 15 16 2 16 2 15 16 13 18 5 8 8 33 17 6 15 6 18 18 15 8 2 17 19 16 16 16 11 15 2 16 16 17 split_gain=0.814245 0.612602 0.528312 0.623049 0.315764 0.31429 0.314211 0.402203 0.627233 0.698722 0.505092 0.453696 0.451921 0.476927 0.37899 0.378087 0.368811 0.491135 0.352301 0.427462 0.331484 0.585303 0.320374 0.295727 0.283334 0.323202 0.304713 0.506065 0.360029 0.440835 0.4369 0.445403 0.477407 0.467453 0.420801 0.319416 0.469396 0.268927 0.265747 0.265565 0.362225 0.263297 0.262911 0.262109 0.261572 0.244247 0.369456 0.246409 0.239859 0.237313 0.232926 0.230838 0.220997 0.214919 0.526093 0.417887 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6429 224 174 73 340 678 4281 3354 3094 660 3034 3015 88 2951 762 142 620 210 146 410 291 202 89 113 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=63 num_cat=0 split_feature=8 6 15 8 15 9 8 36 8 9 8 33 8 5 33 15 15 9 5 15 33 2 15 17 2 15 17 2 15 15 2 17 17 17 7 15 7 36 15 15 7 8 5 2 8 7 33 17 8 2 15 17 33 7 5 33 15 15 15 11 15 18 split_gain=1.30693 0.403618 0.565364 0.504873 0.49476 0.486809 0.71948 0.566351 0.464015 0.37126 0.410212 0.400988 0.388906 0.370712 0.362909 0.354178 0.328708 0.344563 0.401689 0.370822 0.318398 0.343481 0.306548 0.436783 0.512348 0.461903 0.427545 0.371636 0.498978 0.357401 0.350496 0.554997 0.369324 0.338365 0.501972 0.408983 0.490848 0.353477 0.592375 0.573701 0.720433 0.73493 0.560737 0.539236 0.458006 0.600345 0.487024 0.332796 0.329969 0.378084 0.32649 0.319308 0.315579 0.305174 0.301033 0.418436 0.346972 0.316687 0.299782 0.299636 0.292749 0.284311 threshold=6646.0000000000009 1.658520523051266e-05 0.69427484273910534 1858.5000000000002 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964 729 575 455 173 942 889 7561 154 87 289 405 141 264 171 387 93 840 713 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=63 num_cat=0 split_feature=16 8 15 17 3 33 9 16 6 18 15 3 15 3 16 33 36 8 15 36 3 36 5 18 5 15 15 36 33 11 15 15 15 36 18 5 15 15 5 15 36 36 17 15 33 7 6 9 5 7 11 3 17 8 3 33 33 18 8 15 33 8 split_gain=1.68598 0.255316 0.353397 0.663564 0.289974 0.246611 0.224131 0.660701 0.529729 0.580096 0.407112 0.435437 0.410892 0.404463 0.383066 0.32955 0.374949 0.405059 0.581796 0.392097 0.283691 0.272056 0.399752 0.264735 0.261671 0.340708 0.286209 0.33977 0.302833 0.25312 0.377161 0.230587 0.375049 0.248146 0.267308 0.221963 0.268171 0.188462 0.18152 0.200601 0.177237 0.421915 0.27589 0.256667 0.242913 0.214388 0.617796 0.759445 0.474175 0.285271 0.294751 0.261592 0.845079 0.509691 0.448734 0.416645 0.387604 0.373951 0.369155 0.316727 0.431756 0.468126 threshold=0.096740055829286589 4330.0000000000009 0.099083010107278838 4.6536083221435556 5.2284276485443124 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213 146 144 684 827 764 592 481 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=63 num_cat=0 split_feature=9 16 8 11 16 2 15 2 15 11 4 15 36 2 19 36 36 11 6 6 18 7 8 19 2 2 36 36 15 2 6 6 2 2 36 6 7 2 2 6 7 4 10 7 36 18 15 16 15 36 7 19 4 36 15 16 8 11 15 36 2 19 split_gain=0.168905 0.557285 0.27646 0.500396 0.267539 0.300531 0.344777 0.276988 0.265719 0.235561 0.251973 0.378001 0.23544 0.229164 0.308844 0.19837 0.220493 0.190011 0.16938 0.548802 0.372389 0.429681 0.291182 0.297374 0.455413 0.349129 0.27279 0.369983 0.270027 0.289694 0.249456 0.442523 0.629461 0.577322 0.346284 0.324821 0.274083 0.294578 0.619355 0.393182 0.436499 0.372108 0.348173 0.278092 0.394 0.256786 0.515663 0.375966 0.34879 0.347882 0.309083 0.664667 0.379167 0.300311 0.245341 0.241195 0.303682 0.27113 0.292335 0.238593 0.230964 0.393626 threshold=12.500000000000002 0.08478520438075067 4304.0000000000009 3.5000000000000004 1.0030063986778261 422.50000000000006 2.6869723796844487 9.5000000000000018 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203 146 9235 382 250 132 109 118 97 110 101 91 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=63 num_cat=0 split_feature=4 17 15 15 4 15 7 17 4 16 2 36 17 19 15 15 6 36 16 4 17 19 2 7 10 2 4 17 17 17 17 16 16 16 36 16 2 19 19 15 15 17 17 16 16 4 4 2 2 17 17 19 36 15 17 17 15 15 15 4 2 2 split_gain=0.476812 0.433308 0.306466 0.621718 0.533577 0.50527 0.320497 1.33015 0.410573 0.653845 0.61351 0.404631 0.386224 0.377554 0.442837 0.373307 0.327242 0.340292 0.292171 0.284096 0.293009 0.271284 0.263047 0.299762 0.246537 0.431376 0.234632 0.537968 0.420706 0.335309 0.48306 0.439322 0.466552 0.431064 0.472685 0.337611 0.298289 0.397464 0.353873 0.299162 0.802996 0.358956 0.512326 0.310833 0.378386 0.325188 0.376353 0.342119 0.532087 0.29303 0.302166 0.264404 0.259654 0.249233 0.382504 0.411379 0.415022 0.687247 0.352077 0.321023 0.318638 0.664595 threshold=1.0000000180025095e-35 0.96584218740463268 0.28221920132637029 0.24460806697607043 2.5000000000000004 0.23734255880117419 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0.006164184072986246 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 -1 9 -7 -9 11 13 12 -6 14 40 16 39 18 19 -18 21 -17 33 27 25 26 28 -24 29 -25 31 32 -27 49 -35 36 52 -38 -37 -15 43 42 -42 -5 -45 46 47 48 -20 50 -22 -52 53 -26 -54 57 -57 60 59 -59 61 -56 right_child=1 2 -4 10 6 7 -8 8 -10 -11 -12 -13 -14 15 -16 20 17 -19 45 -21 22 -23 23 24 35 30 -28 -29 -30 -31 -32 -33 -34 34 -36 38 37 -39 -40 -41 41 -43 -44 44 -46 -47 -48 -49 -50 -51 51 -53 54 -55 55 56 -58 58 -60 -61 -62 -63 leaf_value=0.059987935806137829 0.0060094068432012746 -0.020476027156744493 -0.0043975372432602071 -0.02244194447859893 -0.033771771585089205 0.049406026405152681 0.034640577621768177 -0.050041631794870201 0.012504521078095247 0.014040256300400629 0.02089011814995502 0.00841501883137496 0.0023569016568595683 0.0010716876324506088 -0.042578282215183699 0.025372528508581838 0.014929311722115949 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0.00477223 0.0306191 0.0225453 0.033391 -0.01437 -0.0199777 -0.0347739 -0.046917 0.00396688 0.0249017 0.0030452 0.00687177 0.0252069 0.00503637 -0.00199391 -0.0143128 0.0107008 -0.00967207 internal_weight=183.78 29.3957 24.7692 154.384 6.2018 2.30529 3.89651 1.2343 0.946663 3.2105 148.183 2.12223 1.62982 147.141 23.8648 123.276 28.0164 6.34626 5.56163 1.07305 95.26 4.68272 90.5772 84.1264 81.9958 12.9421 6.053 2.13057 5.60255 4.47566 6.88909 6.27385 5.52608 6.45084 2.86544 69.0537 35.1011 2.43344 33.9527 21.6701 23.2182 18.5856 17.7504 4.63256 1.66374 4.48857 3.09357 2.48422 0.367371 3.5854 1.61793 1.24816 32.6676 1.37758 31.29 20.8431 1.8966 18.9465 8.45399 3.91919 10.4925 1.97132 internal_count=19374 3755 3535 15619 773 312 461 264 172 425 14846 350 296 14820 3432 11388 2783 771 571 81 8605 610 7995 7216 7086 1472 723 130 690 637 749 688 652 779 275 5614 3464 124 2150 2012 3312 2117 2017 1195 130 490 417 305 119 504 231 164 3340 118 3222 1587 146 1441 865 550 576 118 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=63 num_cat=0 split_feature=5 18 5 2 2 7 19 7 16 2 19 16 16 5 18 2 4 18 5 2 2 33 16 33 7 5 36 33 36 36 4 17 19 16 9 18 36 17 16 4 16 16 5 5 7 2 17 4 18 2 4 16 4 4 2 11 2 16 18 9 7 5 split_gain=0.528291 0.295977 0.182989 0.467891 0.39726 0.329296 0.318058 0.312199 0.37703 0.302053 0.281088 0.269828 0.201119 0.313492 0.287435 0.19649 0.222513 0.192326 0.182277 0.319308 0.177701 0.169471 0.168717 0.168139 0.500557 0.305209 0.174948 0.165945 0.160794 0.188384 0.288366 0.260878 0.258477 0.295459 0.46602 0.264403 0.33227 0.297198 0.256839 0.317927 0.366848 0.204477 0.186815 0.160381 0.191561 0.180772 0.153202 0.401785 0.472796 0.371 0.388546 0.932038 0.197674 0.184382 0.609266 0.499683 0.331586 0.516062 0.587234 0.516402 0.441501 0.356783 threshold=1352.5000000000002 157.00000000000003 6032.5000000000009 91.500000000000014 268.50000000000006 157.00000000000003 10.500000000000002 146.00000000000003 4.6507072448730478 361.50000000000006 16.500000000000004 1.4284884929656985 3.7313505411148076 2167.5000000000005 267.50000000000006 10970.500000000002 794.50000000000011 275.00000000000006 6030.5000000000009 633.50000000000011 26.500000000000004 0.28027556836605078 5.9981400966644296 0.053237114101648338 150.50000000000003 1396.5000000000002 0.29041576385498052 9.5171569114427267e-07 0.33118891716003424 0.16122436523437503 385.00000000000006 321.03587341308599 13.500000000000002 1.3485356569290163 1.0000000180025095e-35 199.50000000000003 0.18834097683429721 73.950176239013686 1.3895232081413271 5.5000000000000009 2.5314116477966313 3.6414564847946171 1752.5000000000002 1686.5000000000002 126.00000000000001 85.500000000000014 155.30593872070315 126.50000000000001 123.50000000000001 796.50000000000011 180.50000000000003 2.8519222736358647 93.500000000000014 5.5000000000000009 47.500000000000007 1.5000000000000002 97.500000000000014 1.5257441401481631 108.50000000000001 2.5000000000000004 266.50000000000006 2800.0000000000005 decision_type=2 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split_feature=4 18 7 15 5 9 16 4 33 2 15 4 33 6 8 33 15 8 5 18 8 2 15 7 16 16 8 33 15 16 9 4 15 4 33 11 6 15 15 16 4 15 15 16 15 2 5 5 2 2 33 15 2 7 9 16 2 15 15 4 7 2 split_gain=0.624492 0.363412 0.280841 0.446892 0.441802 0.79858 0.405651 0.341848 0.324107 0.309298 0.262094 0.256259 0.290867 0.542045 0.412927 0.383385 0.294003 0.269882 0.256803 0.263998 0.245746 0.406013 0.531034 0.48574 0.339159 1.01536 0.307189 0.306042 0.318207 0.300164 0.271382 0.24525 0.32386 0.240473 0.236338 0.236283 0.266543 0.336863 0.314358 0.220006 0.21587 0.20454 0.319049 0.352169 0.22076 0.324916 0.347664 0.345401 0.292522 0.419231 0.288013 0.233714 0.456074 0.359114 0.21537 0.198926 0.238664 0.193535 0.324053 0.222416 0.190136 0.189285 threshold=1.5000000000000002 260.00000000000006 41.500000000000007 1.3265050649642947 6029.0000000000009 10.500000000000002 1.6609958410263064 8.5000000000000018 4.3732766243920204e-06 30.500000000000004 31.00450420379639 9.5000000000000018 0.013609386980533602 0.02675592061132193 1217.5000000000002 0.009381651412695648 78.172431945800795 1395.5000000000002 4021.5000000000005 98.500000000000014 1610.0000000000002 4.5000000000000009 0.16872938722372058 157.00000000000003 2.2374503612518315 2.2554646730422978 1299.5000000000002 5.6548356042185341e-06 0.078662645071744933 1.6220437884330752 4.5000000000000009 328.50000000000006 43.383640289306648 11.500000000000002 2.8907863907079449e-06 5.5000000000000009 3.1221162544170515e-06 0.19886650890111926 0.37518328428268438 0.20205634832382205 4.5000000000000009 0.047681007534265525 0.087080698460340514 1.709592938423157 0.18702861666679385 34.500000000000007 2517.5000000000005 2025.5000000000002 248.50000000000003 40.500000000000007 0.026121422648429874 0.21665252745151523 68.500000000000014 214.50000000000003 1.0000000180025095e-35 1.1106827259063723 89.500000000000014 1.7145435810089114 1.4800883531570437 21.500000000000004 16.000000000000004 28100.000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 3 6 5 7 -2 10 -6 -8 55 -9 15 16 -15 18 17 -14 -13 -20 21 -1 23 26 60 -26 -23 -27 -29 -25 -24 32 -21 -7 -32 36 37 -4 -39 -3 -40 -38 43 -43 45 46 -44 50 49 -49 -47 52 53 -46 -51 -5 -57 58 -42 -59 -22 -53 right_child=2 39 35 4 8 33 9 11 -10 -11 -12 12 13 14 -16 -17 -18 -19 19 31 24 22 30 29 25 27 -28 28 -30 -31 34 -33 -34 -35 -36 -37 41 38 40 -41 57 42 44 -45 51 47 -48 48 -50 54 -52 61 -54 -55 -56 56 -58 59 -60 -61 -62 -63 leaf_value=-0.035273509634844893 0.042521546914437908 -0.033697936950237296 -0.025064726723788414 0.013968491218051852 -0.0033314848053349259 -0.02535593064015064 -0.030349527515124937 0.032281053371797895 0.038332836732466589 0.029616505599005607 -0.032658474712265982 0.00047617631123642924 0.037690468737880206 0.0082641763613997936 -0.0509078182066302 -0.029988675805632005 0.045415548892456248 -0.014145370607785321 -0.012962893695478206 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0.00312363 -0.0211241 -0.00305272 -0.00957285 0.0161954 0.0347524 0.00712964 -0.00275202 -0.000833267 internal_weight=182.197 47.0787 135.119 28.5467 26.2077 24.0284 2.33896 23.612 2.17933 0.860217 5.37835 18.2336 17.328 4.10903 1.61871 13.2189 2.49033 1.0072 12.3121 2.04312 40.4658 8.27235 6.81664 2.87976 32.1934 1.44025 1.40948 1.09867 0.738409 1.47028 3.93688 1.5724 0.779158 0.416457 0.762336 106.572 105.345 4.25219 3.71953 6.61286 3.21949 101.093 99.7224 1.82393 97.8985 7.49007 1.62354 5.86653 3.21181 1.86596 2.65472 90.4084 2.00454 1.11873 1.56108 4.48111 3.24 2.87599 0.9439 1.93209 30.7532 88.4038 internal_count=19449 6922 12527 2899 2753 2521 146 2458 232 73 817 1641 1585 231 127 1354 104 62 1285 136 5624 1529 980 360 4095 233 144 228 108 216 620 104 85 63 192 9628 9595 437 323 1298 283 9158 8927 286 8641 668 138 530 416 312 114 7973 174 67 293 586 507 222 89 133 3862 7799 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=63 num_cat=0 split_feature=2 18 8 9 9 7 7 6 15 6 6 7 6 8 17 36 8 9 2 19 2 19 2 6 6 33 36 33 17 6 36 36 15 15 6 9 18 7 2 2 16 16 11 6 15 19 18 36 9 17 18 15 7 16 33 19 15 17 36 15 19 2 split_gain=0.390949 0.435256 0.263353 0.199267 0.472667 0.236073 0.250203 0.310957 0.234524 0.227164 0.224063 0.194387 0.243022 0.291566 0.288746 0.286996 0.336735 0.538176 0.402403 0.318053 0.293278 0.419137 0.282813 0.404628 0.491381 0.251966 0.276661 0.248292 0.238592 0.217826 0.217313 0.293013 0.292127 0.333466 0.360446 0.284908 0.251741 0.215974 0.328963 0.226409 0.202976 0.24556 0.196346 0.225182 0.311433 0.374355 0.231261 0.346324 0.229572 0.205581 0.193353 0.376425 0.363794 0.283103 0.27872 0.196275 0.188925 0.188779 0.187037 0.708302 0.326186 0.313466 threshold=21.500000000000004 260.00000000000006 1858.5000000000002 8.5000000000000018 6.5000000000000009 138.50000000000003 150.50000000000003 3.1221162544170515e-06 0.18142959475517276 0.00034395507827866828 0.00045600831799674785 41.500000000000007 0.00032652648224029695 1565.5000000000002 236.34604644775393 0.077682472765445723 1875.0000000000002 2.5000000000000004 22.500000000000004 114.50000000000001 530.50000000000011 10.500000000000002 49.500000000000007 0.038658078759908683 0.053879806771874435 0.0043438270222395667 0.0078524653799831885 0.014108194503933193 42.302001953125007 0.016002672724425796 0.16122436523437503 0.17480985820293429 12.060926437377931 109.73923110961915 0.0224379962310195 3.5000000000000004 114.50000000000001 21.500000000000004 117.50000000000001 128.50000000000003 1.1106827259063723 3.3555063009262089 5.5000000000000009 3.1221162544170515e-06 0.25023540854454046 3.5000000000000004 108.50000000000001 1.5105400962056594e-05 9.5000000000000018 22.574357986450199 111.50000000000001 0.69427484273910534 13.500000000000002 1.4948071837425234 0.00083423161413520585 1.5000000000000002 26.259959220886234 3.1489093303680424 3.0049715860513974e-05 2.4161984920501713 10.500000000000002 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 57 4 5 50 -7 -8 -6 -9 -11 12 13 -2 40 16 19 18 -18 20 21 27 -17 30 -25 26 -19 29 -26 37 32 -32 -24 34 -34 36 -35 38 -14 -40 -15 -42 43 44 -13 46 -46 -48 49 -47 -1 52 -52 54 -54 -55 -30 -3 59 60 61 -45 right_child=11 2 -4 -5 8 6 7 9 -10 10 -12 42 15 14 -16 22 17 25 -20 -21 -22 -23 23 24 28 -27 -28 -29 56 -31 31 -33 33 35 -36 -37 -38 -39 39 -41 41 -43 -44 58 45 48 47 -49 -50 -51 51 -53 53 55 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=0.0050550602316445249 -0.0047624845714577466 -0.0043491271191298366 -0.030922228994299212 0.0073492023302740867 -0.025106010665362895 -0.055112079109198492 0.063474792367119989 -0.050666079418587986 -0.087617567354045287 0.044345212170348321 -0.0094891806387340221 -0.021705659224594706 -0.032413803085590921 0.048024091162486349 0.049171507225265795 0.023483836564245575 0.05510714031841496 0.042221340355371652 -0.025492955966447468 0.012532517858634993 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16 17 9 15 5 33 33 33 36 18 4 19 8 6 15 19 19 5 5 8 8 8 4 17 19 2 33 17 2 2 17 33 18 17 16 8 8 2 17 15 15 17 15 18 8 36 33 16 16 16 split_gain=0.557957 0.290422 0.297494 0.269501 0.404638 0.462073 0.395978 0.283749 0.328491 0.279909 0.27196 0.261467 0.258265 0.248515 0.243072 0.223037 0.215461 0.287876 0.544964 0.492856 0.416731 0.277314 0.2594 0.251069 0.280339 0.273946 0.27882 0.311224 0.300604 0.240964 0.266163 0.229391 0.21297 0.210614 0.243229 0.209213 0.207205 0.194995 0.334157 0.272659 0.36379 0.336029 0.63205 0.365145 0.324847 0.261439 0.704894 0.360508 0.411845 0.234814 0.265419 0.217161 0.255294 0.202427 0.202267 0.193946 0.190668 0.189745 0.185497 0.184105 0.182062 0.453987 threshold=1.5000000000000002 2.5619820356369023 0.14977683126926425 3.7488808631896977 1.3265050649642947 1.5000000000000002 3.5000000000000004 1.517387390136719 1.5077877640724184 70.885749816894545 4.4904043079441189e-06 0.20530410110950473 1.3951478004455569 13.561652660369875 1.5000000000000002 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3 11 7 16 15 9 6 3 15 5 3 16 8 16 5 3 3 3 16 6 18 15 15 15 5 6 split_gain=3.12796 0.477894 0.525501 0.372124 0.338009 0.325321 0.444045 0.455653 0.297926 0.296682 0.290776 0.313607 0.282741 0.281944 0.256485 0.25198 0.314889 0.463938 0.395426 0.382132 0.31329 0.321284 0.271373 0.246795 0.269201 0.237322 0.396903 0.31266 0.292986 0.310925 0.335745 0.285418 0.235935 0.232269 0.330294 0.36671 0.340881 0.328802 0.324679 0.36356 0.469088 0.274916 0.238417 0.575221 0.439196 0.230359 0.220221 0.212123 0.211223 0.354209 0.673365 0.314255 0.409936 0.283097 0.312883 0.267603 0.23583 0.444297 0.486704 0.297089 0.231154 0.278388 threshold=6646.0000000000009 2157.5000000000005 2220.5000000000005 4.5695295333862314 3.5000000000000004 4700.5000000000009 0.00019490476552164185 12.500000000000002 4304.0000000000009 0.012971514835953714 4196.5000000000009 3986.5000000000005 3886.5000000000005 0.015222274232655765 117.00000000000001 3998.5000000000005 1.0000000180025095e-35 4000.5000000000005 6.5000000000000009 4000.5000000000005 1.0954201221466067 50.500000000000007 260.00000000000006 85.257190704345717 1477.0000000000002 1.022691607475281 851.50000000000011 3485.5000000000005 2.5000000000000004 4.7825455665588388 142.00000000000003 117.00000000000001 3.8370628356933598 1.8207099437713625 4.5000000000000009 839.00000000000011 4.6491756439208993 1.0000000180025095e-35 24.000000000000004 1.5077877640724184 1.7655711174011233 1.5000000000000002 0.045411404222249992 3.9219243526458745 0.10475629940629007 1845.5000000000002 5.1789667606353769 0.98647853732109081 1259.5000000000002 2.4288070201873784 3371.5000000000005 3.3842465877532963 3.113268375396729 8.1493096351623553 2.7651642560958867 0.00049497687723487626 335.50000000000006 109.73923110961915 716.29687500000011 956.23883056640636 3737.0000000000005 0.0008111970964819194 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 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17 3 19 4 18 7 36 18 4 19 33 18 6 16 36 8 36 5 5 19 36 split_gain=3.13797 0.476474 0.426884 0.286861 0.508621 0.310386 0.463355 0.380133 0.277802 0.287192 0.447497 0.62858 0.355144 0.350396 0.759626 0.334581 0.316527 0.306632 0.275245 0.251538 0.381409 0.347286 0.235089 0.292723 0.226978 0.226191 0.223569 0.315958 0.312073 0.300066 0.430982 0.274624 0.333658 0.216841 0.267027 0.288784 0.285304 0.215833 0.212231 0.210133 0.205678 0.530655 0.443369 0.496744 0.287539 0.284379 0.529069 0.279114 0.283233 0.285057 0.373638 0.233339 0.38168 0.418661 0.402714 0.576552 0.281456 0.297198 0.237328 0.286266 0.22655 0.224043 threshold=6646.0000000000009 2157.5000000000005 0.012462894432246687 4.0269846067531041e-05 2.5000000000000004 281.00000000000006 716.29687500000011 61.11101150512696 4304.0000000000009 24.000000000000004 8.5000000000000018 3.9415346384048466 5.0906732082366952 1987.5000000000002 1.0792338848114016 4.9870197772979745 0.015875225886702541 3.5114340782165532 73.950176239013686 0.013609386980533602 1814.5000000000002 0.18147078156471255 1.4948071837425234 58.500000000000007 1001.0000000000001 127.00000000000001 1.8331363797187807 1957.5000000000002 109.00000000000001 1.5077877640724184 3.1489181518554692 1942.5000000000002 1.5000000000000002 1.3538377881050112 8.5000000000000018 20.189139366149906 5.5000000000000009 5.2284276485443124 1477.0000000000002 43.367227554321296 44.500000000000007 28.615799903869632 6.4369511604309091 45.500000000000007 18.500000000000004 111.50000000000001 96.500000000000014 3.5907019992009743e-05 101.50000000000001 3.5000000000000004 3.5000000000000004 5.4006054597266493e-06 109.50000000000001 9.5171569114427267e-07 1.4948071837425234 6.0229554037505304e-06 3019.5000000000005 3.1768122426001362e-05 6029.0000000000009 5578.0000000000009 21.500000000000004 3.1768122426001362e-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 left_child=1 8 3 4 40 -5 7 39 9 10 11 17 15 26 25 -12 38 -1 37 21 -21 -20 -9 -24 -13 -15 27 29 -29 31 -31 32 33 -11 35 -35 -36 -14 -16 -7 44 -42 -43 60 47 -46 -47 48 49 -3 -51 52 53 -50 -54 -56 58 -58 59 -53 -44 -48 right_child=-2 2 -4 5 -6 6 -8 22 -10 13 12 24 18 14 16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 30 -32 -33 -34 34 36 -37 -38 -39 -40 -41 41 42 43 -45 45 46 61 -49 51 50 -52 56 54 -55 55 -57 57 -59 -60 -61 -62 -63 leaf_value=-0.0020277247904647417 -0.06250289901562199 -0.036726313035991304 0.023527880578857126 -0.00048925791498653337 -0.035069502534326009 0.010229488059251782 -0.040150408054630701 0.049957668094503471 -0.028723849301476579 -0.0067629257137512225 0.015757455634592004 -0.0065119289848864633 0.010177794402189884 -0.012504066440062168 -0.022969088934591785 0.060041625410306804 -0.050730591152091865 0.026853651132301867 -0.044538757046344295 -0.0053391485458705833 0.038380010386581224 0.013082914131647271 -0.047990383619327351 0.058623174034333758 -0.051309705078938506 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1.0824142502679013 24.673274628830782 1.1850746390991833 0.42296851670835056 0.25929816521238569 0.39555528033269982 2.9556958156463229 0.66635546088218678 1.0611104657873509 1.0104522632318538 0.41306068509584315 0.82032227734453078 1.2730820088181642 0.71261760790366679 0.15209382068132971 0.1116429902613163 0.85296245437348261 0.78176821529632434 4.7672921099001533 0.47092355869244684 0.45492607537016738 1.1970628044800826 0.82345002912916232 0.33284532703691994 0.56218563206493755 1.8255202075233676 1.0030405451543627 0.91908635629806656 0.57566094998037431 0.37827891335473396 0.25029108079615969 0.13747843293822359 0.41693917239899647 0.33098281343700353 0.22206966382509541 0.59681080770678818 1.92633633853984 0.33765166052035045 0.38297453505219869 0.31232382913003753 0.48385001804854055 0.40748692984925583 0.46018057104083709 0.97044183674734108 1.0486761814099739 0.79455184728067252 0.71309462480712715 2.1050908779907331 2.7043808767630257 0.95604651916073624 2.4495405868219677 0.2638259562663734 0.32752433361019939 0.727803013054654 leaf_count=510 375 120 93 8660 55 885 77 67 395 3568 73 45 17 66 374 19 155 79 40 60 37 53 157 44 109 39 289 28 43 166 51 32 16 95 56 19 35 60 10 74 56 7 40 37 77 51 50 44 14 25 58 71 208 97 177 429 375 49 164 66 40 44 internal_value=-0.000794918 -8.86475e-05 0.00180968 0.0013849 0.00676849 0.000210862 0.0121093 0.0163913 -0.00361458 -0.00317049 0.00210455 -0.00321315 0.0136957 -0.00539449 -0.0172498 0.0316959 -0.02706 0.000585824 0.00505446 0.0109991 0.0212482 -0.008061 0.0393321 -0.00285957 -0.0364593 0.0183062 -0.0036781 -0.00514703 0.0236471 -0.00598242 -0.0246309 -0.00472188 -0.00421332 -0.004953 0.00537634 0.0148007 -0.011008 -0.0249596 -0.0192255 0.00773294 0.00826463 -0.00739492 0.00666354 -0.00805412 0.00993886 0.0230703 0.00633192 0.00684924 0.00788986 -0.0123302 0.00661853 0.0103857 0.00222058 0.0259049 -0.00560957 -0.0154525 0.016106 0.00628661 0.0258631 0.00798447 -0.0423518 0.0229928 internal_weight=180.002 177.965 115.683 113.463 20.3139 93.1495 5.17647 4.78444 62.2823 61.1998 18.1502 12.4421 5.70809 43.0497 5.44442 1.85143 4.2671 11.1661 3.85666 3.21908 2.0934 1.12568 1.31097 0.263737 1.27593 1.17732 37.6053 32.838 0.92585 31.9121 2.02051 29.8916 29.5588 28.9966 4.32331 2.74461 1.5787 0.637577 3.20599 3.47347 19.6125 1.89433 1.47739 1.1464 17.7182 3.37477 1.44843 14.3434 14.0311 1.5416 0.867668 12.4895 5.14526 1.2784 3.86686 2.81819 7.34424 3.66043 3.68381 1.23427 0.549594 1.11078 internal_count=19325 18950 12411 12318 2354 9964 1304 1227 6539 6144 1102 743 359 5042 644 92 539 589 267 190 97 93 268 201 154 105 4398 4109 71 4038 217 3821 3789 3773 205 114 91 77 384 959 2299 180 124 117 2119 222 145 1897 1853 203 83 1650 925 111 814 606 725 424 301 137 80 94 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=63 num_cat=0 split_feature=16 5 11 19 2 7 16 36 16 16 5 36 15 18 15 36 5 5 16 36 15 15 7 15 11 6 15 15 15 5 9 7 7 5 18 16 33 2 7 16 9 15 16 19 16 36 16 36 36 6 16 16 33 16 36 2 19 18 33 18 33 18 split_gain=2.98752 0.410567 0.363425 0.524118 0.294775 0.43802 0.349145 0.340942 0.305975 0.579903 0.420105 0.426991 0.366857 0.458062 0.380843 0.348035 0.477073 0.332644 0.276847 0.275092 0.269679 0.285218 0.347365 0.247633 0.231622 0.249512 0.26201 0.579721 0.478774 0.602808 0.540762 0.422622 0.343511 0.297376 0.232628 0.258582 0.227479 0.220755 0.331155 0.547489 0.449775 0.513669 0.438344 0.411459 0.320909 0.339111 0.363083 0.335649 0.351858 0.318907 0.342039 0.307472 0.296208 0.292359 0.266815 0.246329 0.670381 0.284291 0.269628 0.239441 0.236592 0.233272 threshold=0.055000070482492454 4700.5000000000009 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 450.50000000000006 1.1026402115821841 0.00038637318357359623 2.0762161016464238 1.9916337132453921 6029.0000000000009 1.2669596799241846e-05 1.0259184241294863 114.50000000000001 3.5080553293228154 3.0049715860513974e-05 5326.0000000000009 6042.5000000000009 0.08478520438075067 0.00015538548177573833 26.259959220886234 1.9559394717216494 421.50000000000006 4.5803828239440927 1.0000000180025095e-35 0.00021071595983812588 4.5803828239440927 3.5080553293228154 5.7251908779144296 3405.5000000000005 4.5000000000000009 57.000000000000007 142.00000000000003 4098.5000000000009 154.00000000000003 1.2050173282623293 0.0015632325084879997 81.500000000000014 19.500000000000004 2.1520406007766728 1.5000000000000002 12.726964950561525 2.9584294557571416 3.5000000000000004 1.2133239507675173 0.0035103985574096446 2.3801383972167973 0.018413728103041652 0.017153804190456871 0.026069232262670997 1.8331363797187807 1.1267736554145815 0.0043438270222395667 1.7859402298927309 0.014615662861615421 3193.5000000000005 85.500000000000014 100.00000000000001 0.00070381184923462581 131.00000000000003 0.0006802871939726175 97.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 18 4 -4 6 7 -3 8 9 12 -10 -12 15 14 19 17 -17 -6 -2 -14 21 22 -13 -16 25 -20 27 -27 29 30 32 36 34 37 35 -28 -29 61 39 40 -39 -42 -41 -40 51 46 -46 48 55 50 52 -45 53 -43 -52 57 58 -47 -57 60 -58 -30 right_child=1 2 3 -5 5 -7 -8 -9 10 -11 11 20 13 -15 23 16 -18 -19 24 -21 -22 -23 -24 -25 -26 26 28 31 33 -31 -32 -33 -34 -35 -36 -37 -38 38 43 42 41 49 -44 44 45 47 -48 -49 -50 -51 54 -53 -54 -55 -56 56 59 -59 -60 -61 -62 -63 leaf_value=-0.063042382956968554 -0.026918216668731426 0.065565447881073866 0.025401460091012365 -0.0076593811084552064 -0.01203172623455695 -0.017911188020669853 0.01664989522607797 0.039488335094818305 -0.020697828198529777 0.059543747652711858 -0.025511012417671675 -0.032276123725800299 -0.03288762504882952 -0.028520641301016215 0.051705025203224453 0.0062869616901360843 0.058669418947136544 0.035956276785388 -0.018919788623091384 0.027283074503162925 -0.034770900387111829 0.028059318867658292 0.042358739936170772 0.011292697804619152 0.0041223732566162035 -0.0023511910701882978 0.034917295737232838 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0.76785333946463641 0.47956155971041958 0.65873487265707886 1.0538246507057918 0.55537889996776346 0.73658616413740663 1.0604267748931304 0.56001254812872492 2.0847734702329026 0.26692476919561159 0.24414121311565384 2.3949287136856583 0.23099033185280859 1.1940928541152969 19.202783417626051 79.432888145523975 0.56933063111500881 0.36837414138426483 0.2260464495629998 0.42657117114140408 0.66409291850868601 1.5164283174308364 0.34726111940108229 1.4514897082262894 0.8225465427385642 0.67093394964467734 1.0562576687952967 2.6156853724678495 0.51230837163166398 1.097740695549873 0.47132937554852095 0.93630968913203128 2.5054129334166646 1.9223266944463859 0.7836915921652714 0.38961210381239686 0.56455291854217649 9.7074865964532346 0.74918115232139904 0.66202707274351258 0.48049913049908333 1.520088189281523 2.3381526469020173 0.38356561178807169 0.53743900696281344 0.28740670435945492 1.1078205406665804 3.5792993932846002 0.41733749001286924 2.3235244440147653 1.3501401110552249 2.6571565954654943 leaf_count=165 373 26 99 457 122 784 126 52 503 17 225 182 87 181 16 99 44 64 493 18 62 219 16 91 848 9695 24 80 27 67 38 241 60 74 57 77 75 261 88 205 42 243 252 179 67 39 70 725 37 54 29 65 96 12 62 41 31 292 33 102 35 381 internal_value=-0.000813446 -0.000144993 0.00542793 -0.00263687 0.00947093 0.00705732 0.0259214 0.00976696 0.00780285 0.014346 -0.000733009 0.00811867 0.0102087 -0.000599911 0.010399 0.0221551 0.0371981 0.00501141 -0.00118179 -0.0155367 0.0158278 0.0198057 -0.00801339 0.0241218 -0.00100224 -0.00176192 -0.00148127 -0.00315831 0.00158328 0.0193416 0.0270704 -0.0249571 0.0160624 8.80703e-05 0.0238074 0.0101334 -0.00540231 -0.000716171 0.000315705 0.0071421 0.0141182 0.0218702 -0.0091697 -0.00294068 -0.00202086 -0.00431406 -0.0285818 -0.00267086 0.00366081 0.0174522 0.0220507 0.0121417 0.0291843 0.0102472 -0.00358435 0.00104732 -0.00581692 0.0105358 -0.0513429 0.000893173 0.0117718 -0.0140451 internal_weight=179.551 177.642 27.8649 9.30457 18.5603 16.1856 2.37475 14.6011 13.696 7.75295 5.94301 4.11748 7.10278 3.72896 2.67513 3.37383 1.79701 1.57682 149.778 0.92566 3.34962 3.10548 0.710552 1.74947 148.74 129.537 127.452 82.3739 45.0784 3.50074 3.07417 2.94106 2.41007 41.5776 2.06281 1.24026 1.42463 40.1261 37.2429 12.0282 8.42501 5.80932 3.60315 25.2148 24.7025 21.2601 1.34824 19.9118 10.2043 5.33799 4.67597 3.44241 3.65803 1.31988 1.01794 9.45514 5.48623 3.96891 0.704744 4.78149 2.45796 2.8832 internal_count=19325 19160 3490 556 2934 2782 152 1998 1946 739 1207 704 722 393 212 329 143 186 15670 105 479 417 198 107 15297 14449 13956 10091 3865 323 256 396 218 3542 158 101 155 3468 3060 1256 799 538 457 1804 1716 1472 137 1335 610 496 442 244 351 255 91 573 242 331 74 168 66 408 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=63 num_cat=0 split_feature=16 5 11 19 2 16 15 17 5 15 14 16 14 17 2 14 16 15 15 15 36 36 18 36 4 14 18 2 33 18 9 16 19 19 2 9 18 15 15 16 18 15 16 11 4 9 2 15 9 18 15 36 19 15 19 4 2 17 15 4 14 6 split_gain=2.85994 0.4561 0.494178 0.599863 0.381955 0.304664 0.286363 0.26567 0.223431 0.60059 0.453542 0.406213 0.384929 0.237319 0.330823 0.21766 0.380456 0.732399 0.332743 0.562071 0.539306 0.430571 0.291283 0.358146 0.315463 0.261782 0.253155 0.224257 0.216991 0.337563 0.303935 0.258632 0.21581 0.464537 0.312359 0.197836 0.194192 0.188603 0.593764 0.566487 0.585229 0.436011 0.395716 0.297533 0.281686 0.276611 0.408641 0.376889 0.342792 0.407329 0.572017 0.318192 0.313185 0.275826 0.268202 0.34777 0.262653 0.676419 0.570074 0.408619 0.403668 0.459645 threshold=0.055000070482492454 4700.5000000000009 1.0000000180025095e-35 3.5000000000000004 286.50000000000006 0.181321457028389 1.4517680406570437 2.9751385450363164 6358.5000000000009 4.6953914165496835 6.1123540401458749 2.0762161016464238 4.9801702499389657 23.919564247131351 81.500000000000014 2.9700856208801274 3.2472304105758671 20.815664291381839 0.94609123468399059 0.63607212901115429 3.0049715860513974e-05 0.00038637318357359623 114.50000000000001 3.5907019992009743e-05 22.500000000000004 4.6249246597290048 109.50000000000001 368.50000000000006 5.6548356042185341e-06 147.50000000000003 10.500000000000002 1.4855170249938967 9.5000000000000018 8.5000000000000018 111.50000000000001 7.5000000000000009 104.50000000000001 4.5803828239440927 5.5384299755096444 2.0762161016464238 194.50000000000003 3.4199857711791997 1.1267736554145815 1.0000000180025095e-35 317.50000000000006 4.5000000000000009 29.500000000000004 0.81734949350357067 7.5000000000000009 102.50000000000001 1.4188610911369326 0.0011478300439193847 52.500000000000007 1.1799451708793642 14.500000000000002 118.50000000000001 253.50000000000003 73.950176239013686 1.00583952665329 100.50000000000001 4.6773936748504648 0.046934630721807487 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 8 7 6 36 32 -4 10 11 15 13 -13 14 -10 -3 18 -18 19 26 -21 22 23 27 -25 -24 -17 -20 29 -28 31 -30 33 34 -5 -33 -2 41 39 40 42 43 -39 45 -43 56 51 -48 49 50 -49 52 -47 -50 55 -45 58 -58 -7 -59 61 -60 right_child=1 2 3 4 -6 37 -8 -9 9 -11 -12 12 -14 -15 -16 16 17 -19 21 20 -22 -23 25 24 -26 -27 28 -29 30 -31 -32 35 -34 -35 -36 -37 -38 38 -40 -41 -42 44 -44 54 -46 46 47 48 53 -51 -52 -53 -54 -55 -56 -57 57 59 60 -61 -62 -63 leaf_value=-0.063604473625017172 -0.025228046284385332 0.021707021908603248 -0.0070556679550683801 -0.0070593667801108475 -0.00054868879594445247 -0.00036070303821216187 0.0052493072611799309 0.039571366885083226 0.04398607260768056 -0.022224137975589791 -0.020876278152259453 0.023772443774659743 -0.037755526646928481 0.070109857226627229 -0.016380702965428953 -0.035202345632207803 -0.051134520416439212 0.038878499453490124 0.0074626470362312743 -0.0078823667922218368 0.055665518567697241 0.034129234269260574 -0.040741917705852518 -0.047613993362518363 0.0074330773218161464 -0.0019141291682933641 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1.5722798268106997 leaf_count=165 404 309 40 75 228 4733 34 59 129 115 628 134 121 18 86 86 337 25 64 65 61 26 207 56 42 116 51 11 41 51 35 73 20 6 94 47 1501 30 3861 90 36 482 152 546 20 191 546 30 22 481 70 178 3 75 84 11 506 322 839 174 191 92 internal_value=-0.000695947 -6.3795e-05 0.00574851 -0.00363119 -0.00906334 -0.00116591 -0.0232089 0.0257587 0.0103909 0.0207934 0.00756162 0.0293944 0.00769613 0.0432334 0.032543 0.0102338 0.00675648 -0.0220479 0.00991125 0.01935 0.0407319 0.000569008 -0.00619621 0.00584871 -0.0146827 -0.0215186 0.00534541 0.0255894 0.0108502 -0.0202103 0.017846 0.00614718 -0.0316535 -0.0385579 -0.0265646 -0.00727984 -0.00914559 -0.000528002 0.00190217 0.0212254 0.00739234 -0.00192835 -0.00745712 -0.00112277 -0.0173217 -0.00242524 -0.0119889 -0.019864 -0.00756448 -0.013334 0.0126767 0.007018 -0.0237527 0.0470636 0.00571422 0.00858055 -0.00139468 0.00631161 -0.00273996 -0.0094795 -0.0138482 -0.00838889 internal_weight=179.79 178.001 28.3724 9.3934 7.92805 149.629 2.97899 1.46535 18.979 4.05812 14.9208 3.38193 1.317 2.06493 1.47731 13.6392 10.4669 1.03321 9.43369 4.6926 1.85715 4.74109 3.9457 2.20912 1.08287 1.73658 2.83545 1.12624 2.49652 0.45893 2.03759 1.49054 2.2973 1.90967 1.54439 1.05294 11.0762 138.553 50.6516 3.6862 2.46064 87.901 1.79497 83.5296 4.37139 70.1632 6.82519 4.82575 2.71904 2.4593 0.933704 1.99944 0.591574 0.259738 13.3664 11.4853 63.3381 9.41356 53.9245 3.94185 9.51255 7.42627 internal_count=19325 19160 3490 556 457 15670 229 99 2934 603 2331 488 255 233 215 1703 1394 362 1032 510 126 522 496 173 98 323 384 75 298 102 196 161 195 175 169 120 1905 13765 4169 308 218 9596 182 9094 502 8453 1596 1224 678 581 100 372 194 97 641 557 6857 1002 5855 496 1122 931 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=63 num_cat=0 split_feature=16 8 2 16 16 19 2 16 15 15 17 17 2 2 17 17 17 15 5 2 5 16 5 8 2 9 16 9 16 33 8 7 19 6 17 17 2 15 17 15 16 16 33 8 17 16 36 36 7 36 2 17 15 15 33 2 16 19 2 33 15 33 split_gain=0.23661 0.442825 0.435599 0.388461 0.701505 0.477308 0.657381 0.449705 0.435666 0.479864 0.44483 0.395408 0.349194 0.293238 0.304212 0.279963 0.552627 0.411988 0.363452 0.361032 0.333018 0.326242 0.484856 0.264876 0.257365 0.246858 0.320293 0.304847 0.255267 0.245632 0.311938 0.638251 0.24404 0.397162 0.248693 0.369279 0.579368 0.462722 0.433985 0.424633 0.42032 0.480066 0.796202 0.487161 0.4183 0.723362 0.492283 0.649694 0.682298 0.484781 0.360684 0.343274 0.331094 0.574212 0.359788 0.313556 0.276549 0.48479 0.412735 0.260816 0.251482 0.380506 threshold=1.30694055557251 1395.5000000000002 5.5000000000000009 1.1677940487861636 1.220154941082001 16.500000000000004 571.50000000000011 1.193301856517792 109.73923110961915 3.8370628356933598 7.6180748939514169 4.8705708980560312 9.5000000000000018 95.500000000000014 125.85430145263673 44.152784347534187 20.639464378356937 0.16352089494466784 3664.5000000000005 545.50000000000011 4006.5000000000005 1.1488609313964846 2062.5000000000005 1659.0000000000002 274.50000000000006 1.0000000180025095e-35 1.2610679268836977 1.5000000000000002 0.98647853732109081 0.0003446436749072746 3485.5000000000005 191.50000000000003 15.500000000000002 6.6587381297722472e-05 142.76257324218753 26.595087051391605 422.50000000000006 1.1060761213302615 38.268404006958015 0.99033793807029735 2.8519222736358647 1.9017018079757693 0.0012174466974101963 1284.5000000000002 61.11101150512696 2.8967696428298955 0.028556527569890026 0.041803581640124328 326.50000000000006 0.0078524653799831885 415.50000000000006 285.67329406738287 0.69427484273910534 0.67890140414237987 0.014108194503933193 235.50000000000003 1.3749853968620303 6.5000000000000009 91.500000000000014 0.014108194503933193 0.80139413475990307 0.0005029602034483106 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 -2 15 5 6 7 -5 9 10 11 -6 -4 -12 -15 16 18 -18 21 23 29 22 -3 -17 -20 28 27 -27 -1 -19 31 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4.11726 2.98929 48.294 39.9598 3.86288 36.0969 8.33421 3.5152 28.9198 27.7198 3.25196 7.17705 8.2609 5.53854 4.74034 2.72236 2.81189 1.98285 1.45444 105.106 32.2115 72.894 70.8991 45.5711 25.3279 19.8073 5.52062 7.51416 6.91242 2.48096 4.43146 12.2932 4.66486 7.62829 4.09741 3.44022 3.53088 45.3034 1.9949 45.0387 23.7545 21.2842 3.75854 22.9658 19.7786 3.18726 1.8875 5.056 0.895536 internal_count=19458 8359 11099 7392 1356 592 531 491 764 710 539 259 10775 280 218 6036 5285 423 4862 751 366 3749 3679 271 1113 967 675 592 292 315 130 106 10630 2135 8495 8252 5992 2260 1796 464 551 429 179 250 1245 585 660 371 276 289 5968 243 5963 2805 3158 470 2766 2467 299 209 413 78 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=63 num_cat=0 split_feature=9 19 4 3 6 8 7 6 3 6 33 36 36 15 6 8 8 7 19 33 6 19 15 19 8 7 19 6 36 15 33 4 17 18 3 8 19 17 36 6 7 18 7 33 8 7 6 4 33 7 7 19 4 19 8 3 18 6 3 15 4 4 split_gain=0.218032 0.339691 0.361403 0.554635 0.626478 1.04635 0.371982 0.289389 0.284475 0.262678 0.258795 0.397801 0.395973 0.28399 0.352007 0.308624 0.31937 0.272365 0.256231 0.416037 0.265042 0.306217 0.249456 0.246403 0.246254 0.234146 0.229699 0.249184 0.453368 0.224201 0.224194 0.223026 0.39393 0.265578 0.265441 0.221957 0.286934 0.203442 0.59972 0.205483 0.249882 0.194369 0.19184 0.35534 0.445809 0.230312 0.196113 0.169162 0.168974 0.156892 0.159883 0.154023 0.597628 0.450269 0.355922 0.342735 0.389097 0.290695 0.213064 0.525379 0.522149 0.459042 threshold=1.5000000000000002 161.50000000000003 23.500000000000004 4.8940944671630868 0.00033647069358266895 3752.5000000000005 53.500000000000007 0.00066150864586234104 4.8789997100830087 5.7345603181602209e-06 0.037515560165047653 0.79788529872894298 0.27199758589267736 0.64958792924880993 0.035049306228756912 1395.5000000000002 1494.5000000000002 386.50000000000006 3.5000000000000004 0.033206835389137275 5.7806207678368091e-06 11.500000000000002 17.768292427062992 38.500000000000007 2540.0000000000005 85.000000000000014 21.500000000000004 0.026069232262670997 0.12705051153898242 0.76798996329307567 0.00026840875216294085 7.5000000000000009 2.3357867002487187 107.50000000000001 1.0000000180025095e-35 3149.5000000000005 6.5000000000000009 6.9643774032592782 0.13116724789142611 0.065677456557750716 1.0000000180025095e-35 281.00000000000006 174.50000000000003 0.0078834039159119147 1717.5000000000002 326.50000000000006 0.0051797654014080772 5328.5000000000009 0.042895192280411727 146.00000000000003 133.50000000000003 70.500000000000014 506.50000000000006 49.500000000000007 1662.5000000000002 7.693937063217164 100.00000000000001 0.0012174466974101963 6.8527708053588876 16.943793296813968 126.50000000000001 180.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 31 7 26 -6 10 -5 12 17 13 14 15 -9 -17 48 -11 20 -20 30 23 -8 37 -7 27 28 -4 -15 -22 32 34 -34 -1 36 -32 38 39 -16 -41 -35 43 -18 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2.45957 1.32872 0.656994 3.69484 1.33719 56.5276 50.6467 42.7368 7.90993 5.73741 3.50905 2.17252 2.22836 0.512733 5.88091 2.81535 2.01246 1.54725 2.99632 15.7324 5.08019 3.71016 internal_count=19458 16834 2158 171 14676 4022 3936 3868 566 398 133 3302 3260 10654 129 168 90 2624 1554 864 2885 2210 675 631 619 559 343 2197 216 2056 1070 170 900 10649 5758 1045 668 364 248 304 377 139 72 241 66 4891 4199 3562 637 447 351 190 96 70 692 337 219 199 281 2020 445 357 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=63 num_cat=0 split_feature=4 17 16 14 14 16 33 15 9 33 36 9 36 5 3 18 15 3 18 14 18 17 17 18 14 14 4 19 19 3 18 5 33 18 16 5 18 14 33 18 16 16 18 14 11 3 18 19 18 4 16 14 33 4 16 16 14 15 11 36 11 16 split_gain=0.507882 0.544568 0.334906 0.305416 0.66874 0.238966 0.234724 0.225069 0.258195 0.22869 0.2119 0.360227 0.493728 0.296298 0.393948 0.6379 0.360128 0.317213 0.814634 0.316491 0.344806 0.295277 0.358158 0.293192 0.272446 0.31539 0.257951 0.309794 0.3133 0.444492 0.573389 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0.528008 127.121 4.42845 122.693 3.58102 119.112 1.6266 3.02493 2.04559 1.40352 117.485 7.61918 5.02104 4.69025 3.24746 2.59814 2.33428 1.45556 109.866 2.86436 1.48679 0.619454 internal_count=19314 18951 5193 174 13758 5019 2950 2837 1083 2069 1754 234 201 172 1520 1474 1237 114 69 997 212 785 13736 13360 82 1744 190 1554 1117 13278 13176 60 13148 13124 127 76 12997 200 126 113 74 12797 202 12595 108 12487 81 105 66 97 12406 884 478 473 198 406 394 76 11522 416 198 143 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=63 num_cat=0 split_feature=8 5 4 4 33 16 4 18 14 5 33 8 36 8 33 8 11 18 17 4 18 14 17 4 4 11 4 8 8 5 36 5 36 4 8 36 33 4 36 17 15 8 3 4 33 16 15 18 16 5 15 17 3 3 14 3 14 8 3 15 33 14 split_gain=1.07604 0.231295 0.272811 0.34571 0.317695 0.280227 0.267483 0.264742 0.30487 0.264678 0.922455 0.258173 0.255152 0.272949 0.456402 0.302822 0.261729 0.246657 0.276585 0.221885 0.218756 0.59696 0.500799 0.441567 0.470841 0.402229 0.399622 0.417576 0.415964 0.38925 0.271868 0.260139 0.243788 0.281811 0.240502 0.22 0.307011 0.260619 0.218566 0.217845 0.208821 0.20798 0.206602 0.196258 0.230858 0.190165 0.189898 0.180575 0.179625 0.178576 0.173285 0.166681 0.281307 0.793183 0.454351 0.278968 0.269946 0.250188 0.228098 0.210848 0.187356 0.181927 threshold=6646.0000000000009 6034.5000000000009 7.5000000000000009 63.500000000000007 5.6548356042185341e-06 2.092029452323914 1.5000000000000002 95.500000000000014 6.1123540401458749 3979.5000000000005 0.00034880431485362356 637.00000000000011 0.0016014386783353987 3515.0000000000005 0.0008111970964819194 3193.0000000000005 2.5000000000000004 114.50000000000001 2.1866613626480107 44.500000000000007 123.50000000000001 7.5284359455108651 3.0548660755157475 1124.0000000000002 169.50000000000003 2.5000000000000004 10.500000000000002 3630.5000000000005 1522.0000000000002 3999.5000000000005 3.1768122426001362e-05 6030.5000000000009 3.0950272048357881e-05 10.500000000000002 4149.0000000000009 0.0015380015247501435 0.000321986954077147 28.500000000000004 3.4855956982937648e-05 13.329582214355471 0.39541453123092657 2540.0000000000005 8.3634581565856951 33.500000000000007 5.9057470934931196e-05 1.1983556747436526 2.3062144517898564 191.00000000000003 3.3555063009262089 6030.5000000000009 0.18702861666679385 5.8623392581939706 4.388237953186036 3.8815106153488164 7.5284359455108651 3.7726949453353886 7.6585364341735849 907.00000000000011 3.1567740440368657 0.066050857305526747 0.061359854415059097 4.9380068778991708 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 19 7 -5 11 -3 17 12 20 -1 -8 15 16 -14 -15 40 -19 39 21 26 -22 24 25 29 27 31 -28 -24 -30 45 33 -31 35 36 37 46 -32 -4 -9 -6 -40 -39 -45 -11 -34 -26 50 -36 -41 52 53 54 57 60 -56 58 -13 -55 -53 -59 right_child=-2 2 3 5 41 -7 9 8 -10 10 -12 51 13 14 -16 -17 -18 18 -20 -21 22 -23 23 -25 47 -27 28 -29 30 32 38 -33 34 -35 49 -37 -38 43 42 48 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 55 -54 59 56 -57 -58 61 -60 -61 -62 -63 leaf_value=-0.041712728153385809 -0.036653029193076732 0.064305975236182075 -0.034934348391916441 0.031763640367941236 0.053674992350356415 -0.010488153101817907 0.035184207697337835 0.031991959599502733 0.02431130696940962 -0.081239878943595856 -0.092553809158161554 -0.018243029417111003 0.0012106276609087545 -0.074425099265105973 0.016653194889866413 0.023398210030956025 0.0027366234093633983 -0.043578454323764365 0.00084119411243212283 -0.053089415486942841 0.041912651603582721 -0.048601893425461673 -0.039213645527413431 0.021841136412302703 -0.060687618921735298 0.027586682985914785 -0.034039103465776349 -0.0014414677028796103 0.029270022580014585 -0.012293221398064985 -0.029369759648703891 -0.079803304924217888 0.0043081949064236553 -0.08503797769004845 -0.043358399359047298 -0.020112742274616038 0.052841472941858182 0.062911123676548525 0.0054662978467685175 0.020043916035942969 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1.0406271039391866 0.79491444796440092 1.7954645284225987 0.93155852987547216 0.63930365693522606 0.5611107270233332 0.27731001692882262 2.1735663836298054 0.16815370717085898 0.47044260607799504 0.70525353265111324 0.38137550931423891 0.2692451541079206 6.7050168369423773 0.42231860756874118 0.4247502007347066 0.48914771075942554 0.56581148039549578 0.51192160765640438 0.42367701750481501 1.4825475418401763 0.59864086038942321 0.41786252637393773 0.52391632380022191 0.28192925697658211 1.3509959589573552 0.66400097170844619 0.26322635071119194 0.29593423019105003 1.229128030288847 2.6046286373766634 0.18077834285213601 24.281267164740715 0.40286601381376386 0.45051283565408085 0.32073369168210775 6.2197989806008982 leaf_count=119 363 8 149 52 20 78 53 33 245 12 18 221 7947 220 40 103 6 120 166 62 76 39 191 72 49 35 100 256 44 151 33 34 393 32 105 148 30 26 439 24 93 61 31 100 23 324 194 43 50 25 121 121 24 44 131 588 166 2918 54 169 41 1681 internal_value=-0.000826749 -0.000388443 0.00695788 -0.00157007 0.0148947 0.0165737 -0.000853526 0.00802733 0.00507569 0.000285455 -0.00416064 -0.00454222 0.00150922 0.00131059 -0.0253732 0.00158033 -0.0539891 -0.00539062 -0.01892 -0.0113768 -0.0031667 -0.00737929 0.00183479 -0.000797609 -0.00517649 -0.00151856 -0.00480977 -0.0187512 0.000593358 -0.00561398 0.00373478 -0.0350314 -0.00169778 -0.0274424 0.00187641 0.00579562 0.00998795 0.00587856 0.000697527 -0.00715924 0.0131994 0.0370543 0.00301791 0.0252937 0.0144682 -0.0274223 -0.00255955 -0.0396633 -0.000311861 -0.024501 -0.00791144 -0.00407981 -0.00298266 -0.0033904 -0.00221965 -0.0143199 0.0255415 -0.00347896 0.0290537 -0.0543499 -0.0369899 -0.00409754 internal_weight=171.312 169.241 10.0765 4.85736 5.2191 1.70426 159.165 3.98433 3.78578 121.613 26.2486 37.5514 95.3648 94.8056 0.948765 93.8568 0.564437 2.45175 1.41902 3.1531 25.9568 14.0896 11.8672 11.1358 9.33094 8.43614 13.2629 3.70446 9.55841 7.39551 8.7635 1.909 6.62351 0.807457 5.81605 5.06368 4.35843 3.97705 7.83194 2.86357 1.03273 1.23477 7.27083 1.20484 0.935599 1.63169 2.77221 0.8948 2.29723 0.752372 1.77331 37.09 33.5006 33.2374 32.4909 3.58936 1.40991 31.081 0.579947 0.746447 0.984735 30.5011 internal_count=19314 18951 1282 536 746 130 17669 665 657 11392 3023 6277 8369 8316 266 8050 226 412 286 406 3005 1312 1693 1617 1545 1453 1273 626 647 1418 547 370 1227 183 1044 914 766 736 503 344 126 81 470 149 123 336 587 92 195 130 145 6158 5408 5384 5171 750 297 4874 275 213 162 4599 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=63 num_cat=0 split_feature=19 7 15 4 9 2 2 15 16 7 15 33 7 16 18 16 18 33 33 18 18 15 15 18 36 2 15 15 2 18 8 16 16 16 8 4 2 15 36 15 16 16 33 2 7 33 18 33 18 18 15 33 36 33 8 2 2 36 36 15 11 19 split_gain=1.08843 0.611188 0.19945 0.281079 0.354506 0.267771 0.261102 0.28663 0.231138 0.257201 0.20926 0.207419 0.184858 0.351323 0.18566 0.181707 0.180679 0.176295 0.335504 0.283117 0.282046 0.253097 0.219304 0.224099 0.225188 0.215032 0.263682 0.23746 0.169916 0.428049 0.314324 0.463292 0.428279 0.303881 0.293188 0.23944 0.260464 0.23696 0.232084 0.263759 0.214887 0.235662 0.211625 0.200015 0.498317 0.537123 0.162527 0.162061 0.458661 0.155556 0.153448 0.14744 0.146986 0.146748 0.146614 0.144406 0.20685 0.14139 0.359235 0.166508 0.141108 0.223081 threshold=1.0000000180025095e-35 98.000000000000014 0.0048159195575863132 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 9.5000000000000018 0.18142959475517276 1.8580761551856997 101.00000000000001 0.020174217410385612 2.8907863907079449e-06 85.000000000000014 0.24579225480556491 371.00000000000006 0.14977683126926425 191.00000000000003 0.00034880431485362356 5.9057470934931196e-05 148.50000000000003 104.50000000000001 0.074351649731397643 0.10872304812073709 123.50000000000001 0.0093450746499001997 13.500000000000002 0.6618848741054536 0.75199273228645336 27.500000000000004 143.50000000000003 1306.5000000000002 1.761866629123688 1.4519056677818301 2.0048011541366582 1421.0000000000002 1.5000000000000002 24.500000000000004 0.39541453123092657 0.013466630131006243 0.21062247455120089 2.6915177106857304 3.4460959434509282 0.0091408719308674353 31.500000000000004 54.500000000000007 0.0043438270222395667 123.50000000000001 5.6548356042185341e-06 118.50000000000001 335.50000000000006 0.28873661160469061 9.9807180049538164e-06 0.00025313877267763024 0.00035231126821599906 1189.5000000000002 27.500000000000004 34.500000000000007 1.2669596799241846e-05 1.5105400962056594e-05 1.5144718289375307 2.5000000000000004 62.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 8 4 6 -6 -4 -8 9 -2 55 -11 14 -14 15 -1 -3 18 19 20 -7 -19 -23 -24 -25 -22 -27 -28 29 30 32 38 -12 35 -33 36 -31 -37 -32 42 50 -42 -40 44 45 -30 -17 48 -10 54 -35 -49 -20 -13 -26 -5 -57 -45 59 -59 -60 -62 right_child=2 16 3 10 5 17 7 -9 47 11 28 53 13 -15 -16 46 -18 21 52 -21 25 22 23 24 49 26 27 -29 43 33 31 34 -34 40 -36 37 -38 -39 39 -41 41 -43 -44 57 -46 -47 -48 51 -50 -51 -52 -53 -54 -55 -56 56 -58 58 60 -61 61 -63 leaf_value=-0.0046272846543273793 -0.021645667858694751 -0.018592212960734142 0.040446788525113513 -0.053837006585970605 -0.028990980542778794 -0.047566697292385676 -0.046202990240771402 0.013333228812770916 0.053658577451396509 0.038131388294118246 0.0052814545960276557 -0.033188339838964707 0.00646924424125661 0.11482132801658643 0.0045670497574069966 -0.015843081884738971 -0.035934948487011176 -0.047498285148884746 -0.10349743300433015 -0.034408232811804856 0.061250581989863377 0.049962523620810939 -0.023877207525420205 0.028750805004739956 -0.056042165754005106 -0.02035267053337798 0.068639511875453779 -0.0038208744621702402 0.032203091322029059 -0.012149131462619707 0.02743470816224752 0.0042282687922306165 0.052430976389260087 0.003434698219292025 -0.054350125181085444 -0.05065870419170887 0.030069863591146957 -0.0092824743772347822 -0.046323775947137595 0.018486811017283614 -0.054680625177469813 0.017164488626172363 0.00087714326506702035 -0.012456918014406675 -0.03564835790577512 -0.036716267834796916 -0.050027496208879633 0.05362566700622428 -0.040282880727359388 0.022623527271748475 0.040960380926802778 0.019323190036027102 -0.038918960288504167 0.011748075779787759 -0.0057474596108759782 0.081522342872173914 -0.038385217383917175 0.0070152590397838284 0.00029695588522982543 0.055998358478930158 0.015598434118362123 -0.013367300188606063 leaf_weight=4.7017930956790206 0.81551466762903091 4.5707933517987831 0.56511875084833985 0.29473959389724669 1.8932393909781238 0.21346287066990122 0.26919750310480572 0.81183062784839422 0.23395348351914425 0.53582470904802881 0.8695354067021962 0.25618246546946466 0.81227243004832494 0.082401615451090038 2.5370822665281603 2.9255992002435964 2.2367103506549029 0.25538305041845921 0.11072813038481388 0.67249066445219785 0.20634546993824165 0.24226748343789983 0.71045673271873999 0.83445812494028393 0.1827661420102229 0.4936288747630897 0.22667366513633169 0.22558929947990691 0.8297019894816906 1.556534079747508 1.9332444589526856 0.41679051760002028 1.0796218712348489 0.46976070839446016 0.43816421976953279 0.66682896314887308 0.47735473595093925 0.71927140228217468 0.34662303072400413 1.4477264747256411 0.20867258828366164 0.25195106887258589 0.75408671237528324 2.0372421840875168 1.2729243654903255 0.42881184141151607 0.39460095309186716 0.5614041162189094 0.2922307808912592 0.36553046817425638 0.64849664317443967 0.70871613043709658 0.43142306393565377 0.6247549990657717 0.6993896268249955 0.056985393210197799 0.09751292371947784 0.2925337579799806 117.30659343650314 0.42634765912953299 3.2764732872019513 0.83388743666000653 leaf_count=377 67 1065 52 68 450 93 62 58 13 57 45 62 217 156 30 250 486 78 14 412 24 24 102 93 41 202 9 64 78 151 113 31 49 31 46 74 26 57 44 99 27 38 56 357 150 27 397 11 48 30 40 53 166 53 104 22 62 56 11962 23 130 32 internal_value=-0.00088809 -0.0124253 0.00049004 0.000192928 -0.00817098 -0.0126397 0.0129052 -0.00149247 0.0114678 0.000724273 0.000757365 0.0136008 -0.00537332 0.0164487 -0.00722231 -0.0109509 -0.0242904 -0.00736649 -0.0171507 -0.00785206 0.00522458 0.00030664 0.00432941 0.000370581 0.00864426 0.0150047 0.00491616 0.0324962 0.000867485 0.00648199 0.0142129 0.00793654 0.0313972 -0.00478577 -0.0257932 -0.013162 -0.00224031 -0.0291879 0.014371 0.00446093 0.0133578 -0.0153829 -0.0139868 0.00032313 -0.0135903 0.00872028 -0.0199058 0.0248188 0.00148563 -0.00480308 0.0251965 0.0344852 -0.0521084 -0.00131973 -0.0161676 -0.0333128 0.00584167 0.000606775 0.000824679 0.0360657 0.000616025 0.00972202 internal_weight=171.138 18.2613 152.877 148.848 9.40998 7.76383 1.64615 1.08103 4.02858 2.23228 139.438 1.41676 11.4537 0.894674 10.5591 8.02199 6.8075 5.87059 2.58034 2.03819 1.3657 3.29025 3.03487 2.7926 2.08214 1.15224 0.945892 0.452263 138.989 12.2847 7.28579 5.33664 1.94916 4.99887 0.854955 3.41999 2.03389 1.3861 4.48168 2.54844 1.57888 0.460624 1.10071 126.705 2.53144 1.25851 3.3202 1.7963 0.526184 1.24769 1.11826 1.27012 0.542151 0.880937 0.882156 0.449238 0.154498 124.173 122.136 0.718881 121.417 4.11036 internal_count=19314 2978 16336 15972 2078 1906 172 120 364 239 13894 172 1427 373 1054 1024 1551 1456 984 804 392 472 394 370 268 299 275 73 13742 927 483 389 94 444 77 308 177 131 312 199 136 65 100 12815 255 105 647 125 61 175 71 64 180 115 145 152 84 12560 12203 79 12124 162 is_linear=0 shrinkage=0.05 end of trees feature_importances: age_ratio=1401 citation_count_ratio=1194 candidate_influential_citations=1026 candidate_citations_per_year=989 candidate_citation_count=970 query_num_references=849 query_citation_count=791 citations_x_recency=752 query_age_days=747 candidate_num_cited_by=736 category_x_recency=666 candidate_age_days=616 candidate_recency_score=505 year_diff=342 candidate_log_citations=289 co_citation_count=271 query_log_citations=182 same_primary_category=62 candidate_is_newer=12 parameters: [boosting: gbdt] [objective: lambdarank] [metric: ndcg] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 200] [learning_rate: 0.05] [num_leaves: 63] [num_threads: 0] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 30] [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