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 [0:19] [0:214251] [0:12.274908065795898] [0:31154] [351:6933] [9.5076399020399549e-07:0.49559313058853149] [10:990] [1242:2692] [0:15] [0:1] [0:24] [0:1] [0:1] [2.397895336151123:6.898714542388916] [0:19477.36328125] [0.14706994593143463:5.5111289024353027] [0:56494.60546875] [0:82] [0:2250] none none none none none none none none none none none none none [0:0.49559313058853149] none [0.05000000074505806:1] [0:3.0033853054046631] tree_sizes=6821 6797 6871 6815 6825 6849 6828 6880 6805 6830 6837 6834 6839 6862 6881 6804 6839 6875 6871 6799 6817 6842 6841 6870 6854 6865 6866 6841 6852 6871 6840 6868 6835 6846 6900 6890 6875 6845 6876 6880 6884 6901 6922 6882 6865 6882 6889 6925 6892 6891 6939 6885 6891 6890 6891 6900 6928 6903 6926 6922 6925 6920 6946 6916 6917 6893 6903 6871 6895 6879 6970 6921 6928 6904 6914 6973 6899 6960 6904 6915 6901 6909 6956 6918 6961 6955 6952 6967 6986 6955 6985 6984 6983 6943 6970 6929 6987 6979 6954 7016 6971 7057 6989 6997 7017 6977 6989 7013 6981 6976 7030 6974 6996 7010 6995 7018 7010 6990 7024 6997 6981 7018 6988 7020 7024 7040 6999 7023 7012 7050 7023 7087 7056 7092 7035 7019 7055 7095 7035 7068 7063 7034 7000 7024 7002 7051 7032 7054 7043 7069 7039 7070 7061 7091 7083 7028 7041 7050 7071 7062 7089 7050 7075 7029 7088 7080 6995 7011 7038 7045 7023 7054 7066 7059 7090 7064 7076 7089 7080 7086 7098 7075 7096 7153 7115 7038 7049 7079 Tree=0 num_leaves=63 num_cat=0 split_feature=35 35 1 1 35 19 16 1 17 7 5 4 33 11 17 19 7 16 7 17 1 16 36 36 16 15 7 6 17 33 33 1 6 6 7 7 16 36 36 4 33 16 36 16 15 33 5 16 36 16 36 16 7 16 36 16 36 6 17 17 1 15 split_gain=9556 309.573 194.19 26.0027 22.5704 20.477 14.8134 11.0075 10.6414 16.8657 18.7431 9.36648 9.71451 7.91009 7.75093 7.73462 7.06563 6.96523 6.77145 6.14448 5.68926 4.67494 4.46175 6.34098 4.40853 4.31533 4.02653 3.95557 3.64987 5.74376 4.45577 3.69365 3.61849 5.38829 3.47973 3.35674 7.03319 3.07159 5.25066 2.98005 5.24865 2.8803 4.61313 4.45288 3.9863 3.30564 2.74092 4.72019 2.68642 4.66842 2.5909 2.48481 2.47748 2.4618 5.3017 2.44955 2.41093 7.03835 3.47588 5.58157 2.31512 2.28966 threshold=0.15476191043853763 0.10555555671453477 3.5000000000000004 2.5000000000000004 0.060661764815449722 2.5000000000000004 3.1160733699798588 7.5000000000000009 2.1673512458801274 37.500000000000007 2095.5000000000005 2.5000000000000004 0.00031372319790534681 1.5000000000000002 9.0232272148132342 1.5000000000000002 25.500000000000004 0.91840991377830516 117.50000000000001 19.514630317687992 1.5000000000000002 1.0851196646690371 0.0017427999991923573 0.0043642458040267238 1.2957133054733279 0.65807637572288524 62.500000000000007 0.0018381502595730128 8.2705163955688494 0.011902587022632362 0.0039462104905396709 4.5000000000000009 0.001469261304009706 0.0048683534841984519 100.50000000000001 14.500000000000002 1.1148622632026675 0.00034143908123951411 0.00023888314899522814 72.500000000000014 0.0016900527989491823 0.76190456748008739 0.12829308956861499 1.0240347981452944 7.2049653530120858 0.0018455102108418944 2418.5000000000005 0.94967952370643627 0.050378885120153434 1.1956372857093813 0.0097784153185784834 0.91840991377830516 26.500000000000004 1.2246724367141726 0.12829308956861499 2.2404631376266484 0.13852342963218692 0.027959465049207214 67.41318511962892 123.99369430541994 4.5000000000000009 3.6584055423736577 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 20 -1 11 7 32 9 10 -6 16 14 22 26 17 -3 -14 27 52 -2 -20 60 -24 34 -15 -13 -18 29 30 31 -25 55 39 -19 36 -10 38 -37 40 -34 -30 43 51 48 -46 47 -35 49 -45 -51 -43 -16 54 -29 -7 -39 -58 -59 -60 -4 -42 right_child=2 5 13 -5 8 6 -8 -9 35 -11 -12 12 15 25 19 -17 18 24 21 -21 -22 -23 23 28 -26 -27 -28 53 41 -31 -32 -33 33 46 -36 37 -38 56 -40 -41 61 42 -44 44 45 -47 -48 -49 -50 50 -52 -53 -54 -55 -56 -57 57 58 59 -61 -62 -63 leaf_value=-0.099409240243253025 0.099105095231704243 -0.052984322504230678 0.069955678401925542 0.074986943987739738 0.045098268551680296 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3.1541259363293639 5.6070366948842993 3.2413409538567066 4.4565183408558351 12.214763790369032 6.0243033841252318 6.3840746954083425 3.7068667821586132 5.2758050113916388 6.6406741589307785 9.4528930671513063 6.1641656905412701 25.478386376053095 4.6935134157538414 8.1662837266921979 8.0880551412701589 5.2340303026139727 2.9298986047506324 3.1035925336182144 18.676004163920883 3.1214652061462393 3.1468404047191143 9.4693627543747443 2.3182048033922911 leaf_count=18406 1665 69 94 875 42 186 18 365 51 318 111 65 94 55 23 210 58 82 98 87 917 80 120 84 85 154 47 112 87 90 76 68 49 78 65 166 146 4079 34 63 78 48 67 87 69 66 122 103 48 77 183 80 87 48 29 44 37 369 37 65 90 35 internal_value=0.000584077 -0.0882944 0.0890011 0.09503 -0.0960523 -0.0224926 -0.0449536 -0.0504593 -0.0836583 -0.055358 -0.0143667 -0.00823809 -0.0218772 0.0361629 0.00128925 -0.0409231 0.00931384 -0.0236351 0.0159429 0.018394 0.0974011 -0.015865 0.039482 0.0353797 -0.00893078 -0.00200932 -0.0443266 0.0297099 0.0383921 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1130 318 228 152 758 528 147 4984 197 4787 200 225 162 812 725 658 530 135 303 181 395 347 260 128 110 189 141 230 4587 508 471 102 184 113 is_linear=0 shrinkage=0.05 Tree=1 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 35 1 1 8 8 4 33 9 16 7 4 5 2 7 4 33 7 7 5 1 5 4 16 15 5 36 2 15 16 8 8 8 15 2 2 2 15 15 15 8 4 4 8 16 33 4 8 33 7 8 36 33 2 16 2 15 15 split_gain=9764.54 1344.78 464.596 125.792 114.076 51.6205 29.0694 21.6301 18.2555 16.485 14.0376 15.4256 13.2225 12.4632 11.8986 11.1252 10.9623 10.5218 13.214 10.2377 9.70382 10.6342 9.37121 9.23998 9.43764 8.35696 8.266 14.1912 12.1356 8.23123 8.38344 9.27805 15.0869 7.92834 7.59904 12.915 10.2775 10.2167 7.36549 8.1821 12.6711 7.30713 47.0964 7.27862 9.24531 6.8505 28.9447 7.52006 7.45784 15.8716 6.76335 6.47407 6.42021 6.40445 6.12719 9.54772 6.40733 6.60242 6.31161 5.8826 8.44694 6.04581 threshold=0.13392857462167743 1.5000000000000002 0.087121214717626586 2.5000000000000004 1.0000000180025095e-35 0.060661764815449722 4.5000000000000009 9.5000000000000018 2080.5000000000005 2537.5000000000005 9.5000000000000018 0.0030245302477851514 7.5000000000000009 0.91307806968688976 14.500000000000002 79.500000000000014 2491.5000000000005 4.5000000000000009 36.500000000000007 33.500000000000007 0.011299469508230688 52.500000000000007 62.500000000000007 2143.5000000000005 7.5000000000000009 2118.5000000000005 40.500000000000007 1.5543804168701174 2.342839360237122 3089.5000000000005 0.016887167468667034 23.500000000000004 0.24373880028724673 0.73342043161392223 2125.5000000000005 2173.5000000000005 2029.0000000000002 0.26954823732376104 1941.0000000000002 327.50000000000006 145.50000000000003 0.83965864777565014 0.92386129498481762 8.7467279434204119 2214.5000000000005 33.500000000000007 31.500000000000004 1389.0000000000002 0.9298810362815858 0.0090680727735161799 1.0000000180025095e-35 2018.5000000000002 0.0036501190625131135 36.500000000000007 2494.0000000000005 0.016604437492787841 0.004001846071332694 60.500000000000007 1.6274826526641848 47.500000000000007 6.3299827575683603 1.909545421600342 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 16 -2 -1 9 8 15 34 11 50 29 33 -9 20 19 18 -7 -3 21 53 -23 -15 -25 -24 28 -28 -18 30 -8 -32 -33 -13 36 -36 37 -5 39 40 -34 -19 -43 44 -37 46 47 -44 49 -49 -10 -42 -38 -4 55 58 -57 -58 -46 -39 61 -61 right_child=1 3 7 6 -6 17 12 14 10 -11 -12 13 -14 23 -16 -17 26 41 -20 -21 -22 22 25 24 -26 -27 27 -29 -30 -31 31 32 38 -35 35 43 52 59 -40 -41 51 42 45 -45 54 -47 -48 48 -50 -51 -52 -53 -54 -55 -56 56 57 -59 -60 60 -62 -63 leaf_value=-0.091565540351256358 0.094149237628599294 0.040216730152944413 -0.0082885790418545015 -0.013874188311800685 0.069642373521758213 0.017554228288287611 0.015082304803004671 0.016144033367065849 -0.012581603720104318 -0.0079283293567504968 -0.048273821433276687 -0.0067133029391611108 0.030596465646982957 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13.725246816873552 98.161984071135521 12.828388858586548 35.18611553311348 20.350382398813963 24.371805474162102 9.1166146546602231 20.077765636146069 27.603179574012756 17.997343070805073 26.529081583023071 17.126832127571106 53.853908903896809 36.448852732777596 35.131412446498871 leaf_count=18406 729 313 149 84 936 29 198 27 79 274 834 73 79 25 785 84 268 1403 96 60 170 44 55 60 119 284 84 72 120 435 93 86 335 97 102 102 110 74 38 208 53 81 35 103 124 850 33 75 1109 150 303 116 70 76 48 69 46 98 44 140 86 113 internal_value=0.000485827 0.0552691 -0.077809 0.0187706 0.0827785 -0.0878031 0.00708459 -0.0282049 -0.0225952 0.0137375 -0.0326196 -0.0206728 -0.00524972 -0.00274339 -0.0527405 -0.00835768 0.0374706 -0.0702134 -0.0290641 0.0453599 -0.00475034 0.001454 0.0128873 0.0141263 0.0006529 0.00376634 0.031194 0.0170952 0.0359493 -0.00822146 -0.0035758 -0.00867389 -0.00543693 -0.0354939 0.0170438 0.0106025 0.0229526 0.0164927 -0.0114917 -0.0146272 -0.00753346 -0.0720738 -0.0666923 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is_linear=0 shrinkage=0.05 Tree=2 num_leaves=63 num_cat=0 split_feature=11 11 12 4 33 12 4 2 36 18 16 16 7 2 4 2 2 7 36 12 5 33 2 7 36 2 2 16 6 36 4 5 16 33 2 6 33 2 17 5 8 2 18 11 4 36 16 4 17 2 8 5 16 8 17 16 16 36 4 16 4 16 split_gain=882.65 570.89 248.579 172.706 115.801 64.7547 54.9584 40.7191 32.8078 29.6511 19.2233 19.9316 19.9258 19.2759 19.0741 21.5407 19.6375 17.6305 17.4388 15.5678 15.8493 14.1039 12.9386 14.0679 13.0095 12.8044 12.2405 14.2815 11.3495 10.9601 10.953 10.7748 17.8774 10.1689 12.3911 10.0285 10.5467 10.8399 9.7949 13.1613 12.8426 9.54501 9.16941 9.1578 9.81602 9.03389 8.85709 8.18232 17.3934 13.0652 11.748 8.5576 8.15289 8.72217 8.09823 7.91041 25.4402 22.5871 15.6635 11.9814 13.4394 7.86794 threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 326.50000000000006 9.3178317911224453e-05 1.0000000180025095e-35 840.00000000000011 479.50000000000006 0.0045109968632459649 1.0000000180025095e-35 1.0019089579582217 0.99203532934188854 106.50000000000001 561.50000000000011 1.0000000180025095e-35 327.50000000000006 290.50000000000006 43.500000000000007 0.66006937623023998 1.0000000180025095e-35 4042.5000000000005 0.0014633901300840082 15.500000000000002 156.50000000000003 0.47627778351306921 89.500000000000014 111.50000000000001 1.9027243852615359 0.043761558830738075 0.12829308956861499 143.50000000000003 3182.5000000000005 1.3048967719078066 9.7722090686147584e-06 252.50000000000003 0.00027936273545492446 2.7172179670742484e-06 95.500000000000014 3.9178233146667485 2540.5000000000005 1864.5000000000002 267.50000000000006 13.500000000000002 3.5000000000000004 109.50000000000001 0.0077834830153733501 1.8269792795181277 102.50000000000001 112.47328948974611 2500.0000000000005 2396.5000000000005 2430.5000000000005 1.0711483359336855 2614.5000000000005 5.5917561054229745 1.0591304302215578 0.99635267257690441 0.034133452922105796 2.5000000000000004 1.0019089579582217 2.5000000000000004 0.97321176528930675 decision_type=2 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18 6 8 4 35 33 11 7 17 2 8 33 33 16 16 15 19 15 15 6 7 7 16 8 19 16 16 15 33 35 8 7 33 7 15 35 16 17 7 16 8 2 4 19 16 16 16 16 2 5 8 8 split_gain=8198.09 668.153 319.472 107.959 53.7186 33.7554 32.3544 13.2402 13.0547 16.9442 11.0234 10.6731 11.8533 11.4005 10.727 10.5548 8.06674 6.8668 6.72868 9.08681 10.8021 6.41219 8.53359 6.37189 5.99965 5.16138 5.03858 11.261 14.3814 5.93383 5.04243 5.65959 5.2625 4.79699 4.7872 4.55614 6.14848 6.86726 7.32266 6.00168 5.36387 4.44742 4.38616 4.34871 6.25952 4.3149 4.93269 4.29088 4.2725 4.17123 5.87293 4.06569 3.85739 7.76143 3.8352 3.58325 3.38243 8.15599 3.25962 6.13443 6.732 5.65127 threshold=0.15476191043853763 0.29166667163372045 0.10555555671453477 0.41666667163372045 0.22500000149011615 0.060661764815449722 0.75000000000000011 1.9767779111862185 10.500000000000002 36.500000000000007 12.500000000000002 0.0027752914465963845 2606.0000000000005 2.5000000000000004 0.11805555596947671 0.004001846071332694 1.5000000000000002 105.50000000000001 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669.401 1844.55 1548.8 345.33 480.423 40.091 360.11 297.326 218.066 204.359 139.008 102.034 337.647 57.8324 308.85 230.637 210.186 309.291 185.729 28.797 29.6315 123.562 440.332 259.079 142.779 134.258 125.908 54.0178 71.8907 44.2021 138.458 184.503 129.064 81.6209 54.8345 47.4426 22.1432 26.7864 25.6822 78.2124 64.9899 116.299 36.9283 22.4629 23.682 22.6365 14.867 53.03 48.0032 32.453 181.253 45.5362 176.989 15.3156 65.3516 40.0257 22.3213 25.3259 internal_count=31441 5100 26341 2582 2518 23861 1665 2480 5455 338 1643 2220 1550 1401 1061 717 1519 466 1323 997 934 875 479 196 212 396 5117 2816 1377 1332 1272 527 745 251 374 774 505 356 219 149 112 137 160 326 255 1439 408 124 147 150 112 226 260 176 2301 466 2267 162 340 196 133 144 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 1 1 35 7 19 8 8 36 33 8 18 8 6 16 16 36 17 7 2 16 2 17 2 2 2 1 4 6 16 16 6 33 19 4 36 7 2 33 36 36 2 16 8 8 16 18 8 7 19 2 4 17 33 33 16 36 35 split_gain=6810.06 461.136 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310 242 178 104 3399 1116 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 35 19 7 19 17 4 16 15 15 16 1 6 15 17 15 7 36 6 7 1 36 19 36 4 17 4 16 17 7 7 16 33 6 16 7 4 11 6 16 19 7 16 17 4 7 7 17 16 7 18 7 7 7 7 15 1 split_gain=3338.98 263.218 228.997 31.8966 20.8035 19.9234 15.1536 5.06692 6.80233 5.0647 4.58026 4.46639 3.75735 3.44132 10.3828 5.29443 4.115 5.19704 3.32232 3.71534 3.20457 3.04186 2.9967 4.66824 3.00251 2.96794 3.58999 2.89245 2.85148 2.84357 3.78785 2.75949 4.16399 2.99143 2.7302 5.81148 2.66825 3.46028 3.26056 2.88814 2.59962 2.36596 2.2978 2.29643 2.21653 3.13456 2.26727 2.20451 2.14181 2.13792 2.13291 2.10716 2.04607 2.61144 2.02186 2.56234 2.43265 3.33323 4.66165 3.14872 3.60154 3.43648 threshold=0.18333333730697635 0.095454547554254546 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 0.057189542800188072 2.5000000000000004 13.500000000000002 4.5000000000000009 312.59213256835943 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35 35 35 35 19 7 18 4 19 4 35 7 15 36 5 16 16 4 36 4 2 36 7 15 15 7 4 16 17 36 15 7 36 4 4 2 2 19 36 16 17 2 16 15 6 13 7 7 4 4 11 11 7 2 2 17 7 split_gain=2989.23 292.189 145.313 39.3265 27.9079 15.0798 9.67519 7.92785 5.55036 4.38457 5.1838 3.38119 3.30585 3.06171 2.86449 5.42365 3.73779 5.00332 2.85406 2.82248 3.05436 2.81005 2.7668 2.72168 2.68391 2.25055 3.24546 2.1072 3.76894 8.6943 2.07072 2.0411 4.26829 4.44689 2.13269 1.99315 2.87675 2.42211 2.95637 3.19143 3.01082 3.86991 3.80836 2.83252 3.86073 3.17871 3.71474 2.53919 2.26694 2.20606 2.12975 2.91486 2.98797 1.97316 2.25545 2.12397 2.65532 2.75107 1.94588 2.0024 1.99567 1.90722 threshold=0.15476191043853763 0.41666667163372045 0.095454547554254546 0.22500000149011615 0.75000000000000011 0.057189542800188072 0.29166667163372045 0.13392857462167743 0.18333333730697635 2.5000000000000004 13.500000000000002 2.5000000000000004 55.500000000000007 3.5000000000000004 15.500000000000002 0.069047622382640853 178.50000000000003 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154.231 70.237 66.8996 83.9944 62.8729 21.1216 56.3569 34.0077 27.7521 45.6226 29.7402 26.9087 191.742 128.792 45.6418 22.1344 internal_count=31635 21992 5185 16807 13092 7160 9643 3321 7114 1864 3715 5932 5925 5919 4512 7093 5354 3711 1739 1295 4059 1148 2911 4070 427 143 3286 4001 909 2135 1983 1566 1656 171 776 625 541 442 2088 1035 830 403 427 368 236 157 2435 1037 946 1398 965 433 735 512 461 967 578 555 1614 1630 488 258 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=63 num_cat=0 split_feature=35 1 35 1 35 1 1 19 1 8 8 17 16 36 33 8 7 7 8 15 7 4 15 17 4 4 19 17 15 8 19 7 16 16 17 5 36 33 4 17 7 8 7 17 36 16 8 35 15 5 7 6 6 1 7 7 5 8 7 33 16 4 split_gain=1965.43 249.053 144.281 76.5475 15.2809 10.6197 7.77086 4.24546 4.04384 3.8683 3.01518 3.57435 2.93173 3.44735 2.68713 2.58256 2.03409 2.61024 7.55839 4.29414 3.46838 4.59799 4.1074 3.28819 2.74878 1.94273 1.89915 2.82596 2.2974 5.05791 1.88525 1.8751 1.84102 2.46729 1.81608 3.55355 3.7027 2.263 1.79817 3.47818 1.73433 1.87534 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34.2687 24.3421 274.932 264.927 210.452 191.639 330.686 202.917 121.619 77.2485 81.2985 18.8131 135.04 20.1271 7.53643 231.933 23.0988 208.834 178.468 113.218 186.484 129.169 119.087 116.46 39.62 76.8403 74.6617 51.6262 25.5002 32.9947 229.206 165.749 157.019 147.946 62.1892 85.7572 22.3431 63.4141 57.3725 20.048 46.8501 23.0343 10.5163 internal_count=31541 4261 27280 3559 5679 21601 2623 3236 335 164 2443 2373 123 4088 392 3696 2208 1488 917 897 584 1699 1654 2265 2122 936 579 358 232 221 143 2901 520 161 1394 125 1269 1051 712 2045 2737 2495 2460 627 1833 1803 1225 510 260 924 1810 1738 1602 778 824 239 585 551 219 564 237 132 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 11 4 7 33 18 7 6 2 2 2 8 16 2 7 8 35 16 11 8 35 7 33 7 6 16 16 36 16 7 11 2 7 4 2 15 8 15 6 15 15 8 8 8 33 4 7 4 8 4 9 16 2 4 4 15 15 split_gain=1181.01 160.763 159.673 40.5179 9.51957 9.1294 9.09876 2.74181 2.00521 7.19351 1.86567 2.06813 2.74727 1.8573 1.82811 4.30565 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308.293 157.272 142.104 49.2379 36.8964 11.8077 8.1111 25.0887 20.8388 170.481 151.556 21.8954 13.5668 129.661 64.1468 65.5141 52.3031 13.211 29.0193 24.5304 11.7564 62.6371 7.23337 18.9244 14.1091 125.567 111.873 62.8459 internal_count=31541 27280 4261 3559 5679 2623 21601 3236 4088 392 756 687 510 2443 2480 1520 1456 960 2373 3696 123 3573 266 2265 1998 1699 409 280 180 129 1434 890 871 567 936 888 785 1077 751 192 159 559 497 1871 1653 205 149 1448 695 753 637 116 349 313 128 2139 177 218 156 683 620 363 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 1 1 8 18 4 1 19 15 15 15 15 4 8 17 1 15 1 17 16 16 15 10 15 33 8 18 33 1 2 4 15 8 10 8 8 15 15 8 9 2 1 17 2 15 17 2 6 36 4 2 4 16 8 8 8 8 4 split_gain=1077.92 212.684 70.8326 43.3429 23.0946 8.76642 4.20328 2.56975 2.33615 2.33168 2.63731 2.27192 7.67959 1.97098 3.0267 2.62738 2.4003 1.82535 1.74366 1.68254 1.67863 1.62752 1.61049 1.56482 3.72184 1.4978 1.42886 1.94205 1.38995 2.186 1.8207 1.90455 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1.0000000180025095e-35 2288.5000000000005 2304.5000000000005 0.89099907875061046 9.8454909324646014 2188.5000000000005 8.5000000000000018 4.5000000000000009 9.5000000000000018 3.9178233146667485 87.500000000000014 1.1437076330184939 4.876204490661622 73.500000000000014 0.0031923451460897927 0.016311959363520149 56.500000000000007 333.50000000000006 15.500000000000002 1.3048967719078066 1826.0000000000002 2209.5000000000005 2265.5000000000005 2594.5000000000005 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=2 3 5 -2 6 -1 60 9 17 56 13 12 28 14 22 -15 20 25 -16 -19 -17 23 -11 24 -13 -6 -22 -28 29 30 31 35 33 34 36 -7 -30 38 43 -40 -41 45 -43 -12 -21 61 -46 48 49 -48 -51 52 53 54 55 -49 57 -4 -59 -60 -3 -39 right_child=1 4 7 -5 8 11 -8 -9 -10 10 37 21 -14 15 18 16 -18 19 -20 44 26 -23 -24 -25 -26 -27 27 -29 32 -31 -32 -33 -34 -35 -36 -37 -38 41 39 40 -42 42 -44 -45 46 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num_cat=0 split_feature=35 1 35 1 35 1 1 1 7 15 15 7 8 4 17 15 18 19 4 17 16 36 3 15 15 15 3 16 16 7 7 36 16 7 19 7 36 36 36 7 36 36 11 16 17 15 3 8 7 3 8 19 8 36 36 4 4 17 16 1 9 17 split_gain=639.068 131.375 75.9453 26.4431 8.98087 8.67055 3.45376 2.15572 2.12919 3.01506 4.67926 2.49187 2.2028 1.96311 3.13517 1.63166 1.2369 1.15813 1.47104 1.45204 1.15386 1.69511 1.0678 1.05987 1.52843 1.13312 1.0582 0.953515 2.01337 1.12219 1.72691 1.00132 0.927325 2.2609 1.13083 1.6103 1.8363 1.31335 1.16756 1.33818 0.999514 0.937416 0.912422 1.15619 0.895908 1.20832 0.861933 1.08645 1.3591 1.0497 0.987318 1.00906 1.50377 1.38272 0.957623 0.909826 0.851687 1.1227 0.888846 1.11421 0.836206 1.09381 threshold=0.15476191043853763 1.5000000000000002 0.080128207802772536 1.0000000180025095e-35 0.057189542800188072 2.5000000000000004 8.5000000000000018 3.5000000000000004 80.500000000000014 0.92386129498481762 0.78900226950645458 12.500000000000002 1389.0000000000002 19.500000000000004 67.41318511962892 9.5782408714294451 1.0000000180025095e-35 2.5000000000000004 31.500000000000004 26.449399948120121 1.324085056781769 0.0036516865948215131 1.0000000180025095e-35 1.5880365371704104 1.1053659319877627 3.4233031272888188 6.0222353935241708 0.82616895437240612 0.87855464220047008 23.500000000000004 25.500000000000004 0.038688806816935546 0.91307806968688976 59.500000000000007 1.5000000000000002 299.50000000000006 0.0060350068379193553 0.015748215839266781 0.052112976089119918 100.50000000000001 0.0035100311506539588 0.042038721963763244 1.5000000000000002 2.5835057497024541 14.452384948730471 2.0221244096755986 4.6491756439208993 2050.5000000000005 32.500000000000007 4.3630783557891855 2169.5000000000005 3.5000000000000004 2258.5000000000005 0.011486672330647709 0.12829308956861499 10.500000000000002 2.5000000000000004 1.3961434960365298 1.2908457517623904 4.5000000000000009 8.5000000000000018 16.598480224609379 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 -2 -1 -3 16 -7 9 10 20 -11 -13 14 15 22 17 18 19 23 -6 -22 -8 24 32 -25 -18 -24 -29 -30 -31 -32 33 -4 35 36 -34 -38 39 -39 -36 -42 43 46 45 -5 49 54 -49 56 -50 52 -52 -53 -48 -51 57 -9 59 -58 61 -19 right_child=1 5 6 44 8 7 13 42 -10 11 -12 12 -14 -15 -16 -17 26 60 -20 -21 21 -23 27 25 -26 -27 -28 28 29 30 31 -33 34 -35 40 -37 37 38 -40 -41 41 -43 -44 -45 -46 -47 47 48 50 55 51 53 -54 -55 -56 -57 58 -59 -60 -61 -62 -63 leaf_value=-0.056499603033714541 0.063481266791096003 0.019394464409041093 0.017034887791063342 0.036048963964169477 -0.043864132184883227 0.0096759363636275183 0.0094524511216231358 0.0089308928418383639 -0.046687887631923483 -0.0026493900387449011 0.038052326598445652 0.013753532703025121 -0.047794710847259406 -0.037723631416995806 0.036842763612232002 0.021399667960446733 -0.033726472655424715 -0.036437611092205141 0.021919645403274079 -0.031618061747044478 -0.047422795039343796 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2 36 33 7 8 8 7 8 7 5 17 19 36 36 7 2 19 7 15 16 15 15 36 7 36 split_gain=586.053 145.865 50.6963 23.3313 12.2766 5.68255 2.53216 1.57742 1.57623 1.84495 2.69197 1.78398 1.53918 1.39938 2.18519 1.95678 1.76823 1.40315 1.39252 1.23975 1.31291 1.08738 1.07401 1.97734 0.977844 1.25093 1.12267 1.53965 1.05615 1.3199 1.12883 1.43638 1.88377 0.967453 0.95971 1.26001 3.98333 1.05236 0.952781 1.00042 0.902694 0.889251 0.87935 0.969433 1.94202 1.91443 0.968361 2.66918 1.2661 1.49699 1.05921 0.916601 0.875028 1.85497 0.838697 0.798069 0.76325 1.66096 0.714865 0.693493 1.10127 0.897693 threshold=0.13392857462167743 0.41666667163372045 0.060661764815449722 0.75000000000000011 0.22500000149011615 0.095454547554254546 0.29166667163372045 2.5000000000000004 80.500000000000014 78.500000000000014 2326.0000000000005 1.8736174106597903 0.051315790042281158 0.0041818583849817523 1890.0000000000002 2057.0000000000005 11.97030544281006 0.056358544155955322 0.18333333730697635 0.080128207802772536 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leaf_count=16250 71 940 68 745 871 358 98 109 831 27 315 81 346 188 367 104 43 89 834 401 80 40 1520 39 29 11 65 100 37 389 92 53 37 190 1205 23 80 615 67 119 286 806 42 96 68 183 46 82 241 69 91 112 24 293 103 220 218 115 125 141 220 98 internal_value=6.10299e-05 0.0257829 -0.0420197 0.049626 0.00757757 -0.023912 0.0147911 -0.032028 -0.0276494 -0.0213438 -0.0236318 -0.036419 -0.05565 -0.0179261 -0.0267706 -0.00602193 -0.00294097 0.00999541 -0.00135393 -0.0405058 -0.0285788 -0.0266342 -0.0402878 -0.0161633 -0.0159749 -0.0237227 -0.0131449 -0.0120576 -0.014324 -0.0155142 -0.0119145 -0.0101164 -0.0214083 -0.00468376 -0.0463216 -0.039028 -0.0268189 -0.0514638 -0.00388029 -0.00709617 -0.0130816 -0.0264044 -0.00341974 -0.0016496 -0.0117112 0.00075173 -0.00243133 -0.00931145 0.00265864 0.0104044 -0.000777203 0.00229492 -0.043234 -0.0268849 -0.0387959 -0.0140307 0.019156 0.0251856 -0.0225228 0.0170027 0.0131174 0.0211233 internal_weight=1353.61 840.096 513.509 363.728 476.368 220.534 263.529 109.038 71.2612 41.4545 39.5917 29.8067 292.975 33.228 19.064 14.164 6.39386 8.12704 212.84 26.8137 12.0204 3.52871 37.7772 4.11142 111.495 29.8291 81.6664 78.9505 71.4256 68.7895 54.1592 50.995 18.1429 126.85 38.4205 20.7471 10.469 10.2781 32.8521 28.7511 20.3643 27.9142 117.042 100.308 19.3272 80.9812 69.13 29.3957 39.7343 22.6645 12.8983 18.4483 33.6658 6.58368 12.6702 16.7336 146.965 38.6739 13.1898 108.291 55.7365 52.5548 internal_count=31606 5916 25690 1685 4231 7171 1761 4722 2737 1344 1317 1393 18519 1002 621 381 151 193 2470 1312 481 108 1985 148 2449 846 1603 1538 1438 1401 1012 920 395 1636 2269 1064 426 638 525 472 353 835 1446 1184 264 920 824 377 447 206 137 194 1837 317 470 262 890 213 196 677 361 316 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 35 1 7 2 8 2 16 7 16 16 7 1 7 10 8 8 1 15 10 4 15 15 16 16 16 16 36 36 15 19 1 16 7 1 2 6 16 8 15 2 2 7 19 7 8 7 36 7 2 2 4 6 8 6 7 8 7 split_gain=545.772 112.735 61.8313 20.0562 10.4475 8.17083 2.0714 2.00284 1.81524 2.07932 1.63575 1.5095 1.48795 2.41257 2.10741 1.41049 1.39237 1.32456 1.84305 1.39874 1.77683 1.1457 3.48101 1.05287 1.21441 0.949476 1.80826 0.919431 1.81209 1.46297 1.28589 1.06269 1.7339 1.43208 1.04524 1.03426 0.856567 0.832716 0.826291 1.03578 0.805643 1.16116 1.34276 1.13173 1.21257 1.54828 0.996838 1.03199 1.50268 0.853854 0.793318 0.774821 0.76196 0.711284 0.851775 1.1442 0.70407 0.771337 0.695238 0.692704 0.715175 0.822741 threshold=0.15476191043853763 1.5000000000000002 0.080128207802772536 1.0000000180025095e-35 2.5000000000000004 0.057189542800188072 7.5000000000000009 12.500000000000002 40.500000000000007 2235.5000000000005 25.500000000000004 1.2080978751182558 193.50000000000003 0.86525237560272228 0.70179468393325817 22.500000000000004 3.5000000000000004 160.50000000000003 1.0000000180025095e-35 2029.0000000000002 2018.5000000000002 18.500000000000004 14.053503513336183 1.0000000180025095e-35 1.5000000000000002 7.7815537452697763 33.159591674804695 1.0240347981452944 1.067072927951813 0.92432591319084179 1.1347281932830813 0.010163296945393087 0.0059563699178397664 2.3929802179336552 1.5000000000000002 4.5000000000000009 1.2957133054733279 55.500000000000007 9.5000000000000018 21.500000000000004 0.014136439189314844 1.0491704344749453 1939.0000000000002 0.50056946277618419 124.50000000000001 137.50000000000003 350.50000000000006 1.5000000000000002 113.50000000000001 2455.5000000000005 433.50000000000006 0.01884652674198151 406.50000000000006 20.500000000000004 50.500000000000007 4.5000000000000009 0.03367500193417073 2299.5000000000005 0.087248098105192198 69.500000000000014 2093.0000000000005 18.500000000000004 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=2 3 5 -2 50 21 40 -7 9 10 15 -12 13 14 -8 -9 59 19 -19 20 23 -1 -23 24 -15 27 -27 29 -29 56 -30 32 35 34 -33 -32 -25 -16 39 -21 43 42 -42 46 -45 -46 47 48 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22.2354 8.40488 151.257 19.1049 132.153 97.0412 35.1114 88.1002 81.8822 40.5077 41.3745 25.3821 32.6802 13.8305 9.39485 37.4143 23.5523 95.3032 21.0754 18.0563 74.2279 52.6148 36.9027 21.613 17.2769 11.2604 34.3779 150.479 15.9924 184.37 135.874 121.674 99.4217 23.9712 13.7996 10.1716 112.651 48.8394 28.8191 internal_count=31610 5092 26518 1658 3434 21672 4846 3857 3765 816 470 158 3223 2312 313 312 2496 1999 132 1867 612 17815 196 584 182 1622 246 1376 966 410 895 806 434 372 245 317 402 177 1255 642 1623 383 333 1240 956 661 284 204 143 640 938 127 943 837 758 608 258 135 123 874 356 225 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 35 17 17 1 7 1 16 36 2 1 15 8 18 2 2 4 16 16 36 16 2 2 8 15 17 15 4 6 19 8 8 15 15 15 8 7 7 8 7 33 16 15 36 36 17 15 16 6 8 16 15 15 8 7 15 7 18 split_gain=502.344 106.768 58.3918 18.5127 9.84813 7.84162 2.39583 5.19383 2.02978 1.53461 1.44698 1.36167 2.15624 1.90624 1.0396 3.11044 0.963931 0.839916 0.766342 1.73228 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145.838 126.973 15.9684 111.005 18.865 9.61261 143.897 52.6125 20.5158 11.4963 9.12336 5.24673 32.0967 15.4997 13.8485 29.0996 9.65391 19.4457 15.5367 8.88024 51.9034 45.4093 18.4687 26.9406 12.5091 174.094 129.854 internal_count=31610 5092 26518 1658 3434 21672 3857 726 4846 3131 2496 2396 362 321 17815 196 642 615 2450 703 641 1747 1464 1404 263 1126 835 813 291 874 603 271 149 543 466 1622 1346 210 1136 276 120 938 2034 697 307 216 144 1337 590 575 435 171 264 189 110 407 348 123 225 556 943 837 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 1 17 17 1 1 10 36 1 6 36 19 16 15 16 19 1 7 6 4 9 15 36 16 4 8 15 8 15 6 15 36 19 2 8 8 7 2 17 4 4 17 8 9 8 8 6 17 15 4 19 8 8 8 9 15 15 8 split_gain=462.683 100.859 55.0852 17.2834 9.22305 7.98404 1.69806 3.24744 1.45345 1.33048 1.30344 1.90709 1.23735 1.02675 2.65154 1.01267 1.22461 1.41972 1.0497 0.990237 0.836167 2.9439 0.822145 0.812452 1.671 0.666286 0.657809 1.31562 0.838507 0.631778 1.61057 1.53344 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1366 1208 252 956 580 409 171 163 166 935 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 1 1 7 8 19 8 2 17 17 7 19 18 4 2 4 7 33 7 33 1 17 15 1 8 8 2 19 15 8 7 10 15 17 2 7 8 15 4 15 7 7 2 17 7 8 8 15 15 18 11 11 4 7 7 4 19 7 split_gain=316.901 66.1013 64.2202 15.2494 6.81957 3.52926 3.45976 2.38716 1.01143 0.988068 1.4298 1.84608 1.14394 3.27868 0.986334 1.22387 1.14235 0.920595 1.43125 1.43051 1.20015 0.998052 0.97771 1.3665 0.867392 0.947056 0.856398 0.811201 0.96426 0.792083 0.77198 1.36292 0.647278 0.834065 0.698147 1.31897 1.30076 0.634351 1.33622 0.700447 0.67022 0.605599 0.68228 0.893077 0.604304 0.838771 0.943406 0.725288 0.858649 0.720252 1.52483 0.63156 0.7072 0.794876 0.611149 0.570399 0.559359 0.542256 0.533013 0.525327 0.675245 0.545452 threshold=0.18333333730697635 1.0000000180025095e-35 0.064583335071802153 1.5000000000000002 8.5000000000000018 14.500000000000002 2.5000000000000004 12.500000000000002 2631.5000000000005 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16.500000000000004 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=2 -2 5 32 27 -1 -5 -7 14 10 12 -12 13 -9 15 16 17 18 20 -19 -6 22 23 -21 25 -20 -16 28 -4 -25 -17 -32 34 -34 56 -36 -37 38 -8 40 -39 42 43 -42 45 46 47 48 -29 -46 -51 -48 -53 -54 58 59 -3 -41 -50 61 -61 -43 right_child=1 3 4 6 8 7 37 9 -10 -11 11 -13 -14 -15 26 30 -18 19 24 21 -22 -23 -24 29 -26 -27 -28 44 -30 -31 31 -33 33 -35 35 36 -38 39 -40 57 41 55 -44 -45 49 -47 51 -49 54 50 -52 52 53 -55 -56 -57 -58 -59 -60 60 -62 -63 leaf_value=-0.055987579531872049 0.062978970628025974 0.029111319862485541 -0.0023166296283033592 0.018011942552979728 0.032094408660332994 0.00429130475626189 0.0049394417784288137 -0.043178916362292825 -0.047744026778840279 -0.054033830518900851 -0.054449487203563546 0.014723660489086103 -0.052083228617719052 0.043806601603157864 -0.037050442687769101 -0.03962911126768015 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num_cat=0 split_feature=1 11 1 1 11 1 1 12 19 1 1 10 1 4 1 7 1 17 6 1 15 18 15 11 8 6 7 5 16 16 8 6 16 4 16 5 16 15 15 8 7 2 17 6 8 8 8 17 17 15 17 6 12 17 7 7 7 8 8 7 8 6 split_gain=51.4443 31.2429 48.5736 34.8686 22.7084 12.5388 7.3713 6.62844 4.83164 4.67562 4.09716 3.36707 2.77854 1.98893 1.83703 2.07627 1.83512 1.68108 1.39338 1.304 1.25073 1.47603 1.20016 1.15898 1.14441 1.57883 1.03945 1.29208 1.03781 0.97067 1.16935 0.961538 1.1291 0.953986 0.950856 0.945676 0.944493 0.92787 1.5839 1.56394 0.87853 0.875383 0.770189 0.76622 1.08516 0.72721 0.862605 0.905999 1.52994 1.21449 0.940821 0.938597 0.72111 0.750777 0.72083 1.20512 0.839246 0.922013 1.51978 1.00143 0.944777 0.80045 threshold=6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 598.50000000000011 14.500000000000002 12.500000000000002 3.5000000000000004 3.4691727161407475 1.9776830413320571e-05 4.5000000000000009 3.5017241239547734 33.500000000000007 3.4233031272888188 3.5000000000000004 2528.5000000000005 0.0015852716169320049 19.500000000000004 3089.5000000000005 0.85219469666481029 0.87855464220047008 2326.0000000000005 5.8236426411895088e-05 2.7522368431091313 19.500000000000004 1.7934721708297732 5758.0000000000009 2.2977997064590459 0.92386129498481762 0.83965864777565014 2638.5000000000005 330.50000000000006 295.50000000000006 5.6972858905792245 0.030409522354602817 1819.5000000000002 2660.5000000000005 2265.5000000000005 29.627653121948246 41.45836257934571 6.002873659133912 38.328889846801765 0.0048683534841984519 1.0000000180025095e-35 182.40085601806643 30.500000000000004 121.50000000000001 102.50000000000001 2216.5000000000005 2305.5000000000005 73.500000000000014 1730.0000000000002 0.0020642268937081103 decision_type=2 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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5 6 36 2 15 15 4 35 15 15 33 16 6 4 19 2 17 4 2 16 16 16 15 15 33 16 15 15 36 16 7 16 5 4 4 15 19 15 4 split_gain=276.407 74.382 45.3924 17.5242 4.60692 3.54504 2.12393 1.66204 2.78316 2.19272 1.49115 1.08007 1.40047 0.902863 0.894772 0.846796 1.31597 1.0612 0.842806 0.702824 0.69594 1.55218 0.663255 0.634112 0.5849 0.630475 0.766591 0.858445 1.17987 0.694644 0.718988 0.716174 1.11267 0.947165 0.689906 0.5673 0.554573 0.551282 0.656552 0.631646 0.500922 1.25083 0.498667 0.643538 0.57664 0.49213 0.697957 0.491096 0.514651 0.875103 0.870061 0.782619 0.606025 0.742083 0.805557 0.605761 0.5007 1.57814 0.953734 0.817094 1.58499 0.931135 threshold=0.15476191043853763 1.0000000180025095e-35 0.060661764815449722 2.5000000000000004 8.5000000000000018 1.5000000000000002 15.500000000000002 1.5000000000000002 13.553896903991701 320.00000000000006 3.5000000000000004 178.50000000000003 2.5000000000000004 8.5000000000000018 11.500000000000002 0.67317211627960216 0.44661854207515722 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9.7722090686147584e-06 8.5000000000000018 0.38467296957969671 0.47808942198753362 175.50000000000003 4.5000000000000009 53.69328689575196 252.50000000000003 2194.5000000000005 2097.5000000000005 2206.5000000000005 2362.5000000000005 668.50000000000011 2645.5000000000005 1.5000000000000002 1.2460979819297793 2601.5000000000005 11.022197246551515 1.0000000180025095e-35 0.22734691947698596 7.5000000000000009 1.2957133054733279 2.5264154672622685 19.500000000000004 1637.0000000000002 1521.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -4 8 -1 49 36 14 10 -7 -12 -11 18 24 16 -16 -17 -8 20 21 22 -20 -24 33 -18 27 -27 -21 30 -25 -32 -33 -3 -13 -26 37 38 -5 41 46 44 43 -42 -38 -39 -41 -48 -44 50 52 -52 53 54 55 -6 -55 -53 -59 -60 -61 -56 right_child=2 4 3 7 6 9 13 -9 -10 12 11 34 -14 -15 15 17 25 -19 19 28 -22 -23 23 29 35 26 -28 -29 -30 -31 31 32 -34 -35 -36 -37 39 45 -40 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12.0003 13.9286 53.3718 51.3819 25.5976 25.7843 23.8411 14.9448 5.62511 8.89627 16.4149 14.5422 9.07494 6.1703 9.31973 internal_count=31432 27965 3467 2732 8863 19102 5567 1798 3296 2247 591 137 1656 3129 1633 1103 353 750 2833 2763 1827 1798 1755 835 530 289 247 157 936 752 500 391 380 397 126 133 934 272 137 662 504 158 268 118 102 135 236 118 150 2438 2284 1396 888 839 550 155 289 788 706 401 306 395 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=63 num_cat=0 split_feature=35 1 1 1 1 1 33 8 7 1 7 7 1 2 2 4 7 15 15 2 4 8 8 19 6 8 8 15 2 16 33 4 2 9 2 6 33 2 11 7 8 6 2 2 7 16 7 4 7 7 2 36 16 7 2 2 15 2 2 16 8 8 split_gain=176.935 56.5972 23.6928 12.7717 5.07957 2.64144 2.04238 1.60188 1.82507 1.46857 1.03643 1.00925 0.748759 0.697113 1.6126 2.57209 0.801249 0.727661 0.677734 0.523667 0.990106 0.524385 0.609848 0.514048 0.969894 0.866627 0.485312 0.601029 0.690757 0.562601 1.03763 0.686026 0.552408 0.541917 0.482144 0.604584 0.786044 0.604287 0.556665 0.597938 0.523813 0.463687 0.462824 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109.50000000000001 87.500000000000014 16.500000000000004 1.7934721708297732 54.500000000000007 321.50000000000006 78.500000000000014 96.500000000000014 910.50000000000011 0.0090857716277241724 1.2736925482749941 244.50000000000003 139.50000000000003 152.50000000000003 0.21244469285011294 10.500000000000002 55.500000000000007 1.7417679429054262 2138.5000000000005 2594.5000000000005 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=2 3 -1 -2 61 13 7 8 42 47 -9 -12 19 34 15 16 17 -15 -19 20 21 22 44 24 -13 -25 27 29 -29 31 57 32 -11 -28 35 -4 37 38 39 -37 -36 -16 43 -7 -8 51 -47 48 -6 -50 -51 -42 53 -53 -54 56 -55 -31 59 -59 -46 -3 right_child=1 4 5 -5 9 6 12 10 -10 26 11 23 -14 14 41 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 33 28 -30 30 -32 -33 -34 -35 40 36 -38 -39 -40 -41 45 -43 -44 -45 60 46 -48 -49 49 50 -52 52 54 55 -56 -57 -58 58 -60 -61 -62 -63 leaf_value=-0.055184170200493425 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7.36663 4.23101 80.5071 internal_count=31417 5896 25521 1665 4231 9545 6331 1984 1450 3317 534 506 4347 3214 917 386 368 238 172 2662 845 815 453 327 144 183 1638 1243 312 931 662 269 197 395 2297 502 428 340 259 201 1795 531 1367 694 429 1523 153 1679 1625 885 780 1370 1101 941 160 208 135 599 562 161 405 914 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=63 num_cat=0 split_feature=35 1 1 1 1 1 33 8 7 7 7 1 1 1 15 15 36 17 17 2 8 7 7 15 36 8 8 15 15 15 8 8 4 8 17 36 2 8 8 5 33 7 7 7 5 7 7 33 5 9 2 2 17 19 2 17 4 15 4 36 15 5 split_gain=166.728 46.8019 28.4235 11.7547 3.95892 3.68637 1.74586 1.32068 1.60473 0.875948 0.85513 0.817064 0.735086 0.694824 0.654337 0.877415 0.635919 0.505337 1.06468 0.524563 0.496864 0.556445 0.593284 0.597751 0.543587 0.482021 0.841747 0.932498 0.761208 1.19096 0.608093 0.653944 0.88234 0.597141 0.589922 0.552751 0.504739 0.65418 0.606463 0.523395 0.481795 0.407782 0.470356 0.468243 0.418059 0.408589 0.538243 0.584349 0.39132 0.714821 0.386854 0.65182 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424 1728 1062 1520 1474 400 173 227 1633 203 1430 101 114 1367 694 1074 995 413 582 302 201 248 167 102 948 860 509 388 121 327 257 351 275 126 1441 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 11 35 19 8 35 10 36 6 8 16 2 7 17 2 5 36 33 16 35 7 8 16 8 8 5 9 16 36 2 7 8 7 17 2 9 2 2 17 17 7 2 8 8 8 16 17 17 8 36 16 7 19 17 16 8 8 8 split_gain=137.788 34.3831 32.0069 9.83344 3.21481 2.4729 2.13863 1.11703 1.19523 0.737306 0.52847 0.563039 1.00739 0.75738 0.979965 0.58049 0.821004 0.4519 0.424967 0.404437 0.467103 0.712517 0.397117 0.389777 0.468979 0.351366 0.320272 0.309348 0.434936 0.621398 0.608649 1.04846 0.527222 0.852288 0.48099 0.424832 0.564806 0.579097 0.383073 0.356821 0.297209 0.453858 0.429702 0.485737 0.516876 0.344115 0.308884 0.522426 0.293773 0.317516 0.293716 0.367798 0.350324 0.328772 0.570828 0.398475 0.374446 0.284987 0.284255 0.277292 0.48479 0.537414 threshold=0.18333333730697635 0.75000000000000011 0.064583335071802153 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2957 2840 117 305 486 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 1 1 8 8 8 16 8 33 2 4 15 8 2 8 8 8 1 4 17 17 8 8 4 8 18 18 16 8 14 9 8 8 9 15 8 14 14 9 4 19 14 15 15 15 15 15 15 15 15 14 19 8 2 2 4 8 16 split_gain=125.728 32.7601 30.7796 7.80805 3.17281 1.58874 1.03789 0.927623 1.61398 0.734816 0.669862 0.633852 0.599068 0.664058 0.551627 0.622936 0.545864 0.50464 0.487044 0.414685 0.531473 0.47799 0.4258 0.483154 0.715663 0.648868 0.457245 1.26371 0.41921 0.408093 0.562221 0.48246 0.39816 0.470932 0.376533 0.370986 0.49274 0.416199 0.368154 0.36786 0.348086 0.477725 0.489176 0.363704 1.11983 0.357247 0.33798 0.934796 0.568057 0.6304 0.565567 0.347598 0.385873 0.584533 0.332736 0.391862 0.521847 0.325601 0.732504 0.325158 0.311935 0.310916 threshold=0.18333333730697635 1.0000000180025095e-35 0.064583335071802153 1.5000000000000002 8.5000000000000018 14.500000000000002 3.5000000000000004 2638.5000000000005 2642.5000000000005 2396.5000000000005 0.86525237560272228 2373.0000000000005 0.016689099371433262 87.500000000000014 3.5000000000000004 0.39556339383125311 2074.5000000000005 4.5000000000000009 2645.5000000000005 2594.5000000000005 2614.5000000000005 5.5000000000000009 54.500000000000007 43.850778579711921 17.455533981323246 1864.5000000000002 2120.5000000000005 1.5000000000000002 1905.5000000000002 9.5000000000000018 7.5000000000000009 1.1995646953582766 2209.5000000000005 4.7229433059692392 1.5000000000000002 2537.5000000000005 2638.5000000000005 1.5000000000000002 0.71706199645996105 1483.5000000000002 5.2704288959503183 5.1733169555664071 1.5000000000000002 117.50000000000001 7.5000000000000009 3.0201274156570439 0.26954823732376104 0.22053033858537677 0.3752934336662293 0.47808942198753362 1.0868572592735293 1.2781643867492678 3.4233031272888188 4.177520990371705 5.8622004985809335 1.5000000000000002 1871.5000000000002 139.50000000000003 109.50000000000001 211.50000000000003 1673.0000000000002 2.1410287618637089 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 59 18 -1 17 14 -9 10 12 29 13 -6 15 -7 -17 -5 19 21 -21 22 23 24 25 -4 -27 -28 -26 30 31 -12 -14 -34 -29 61 38 -38 -37 -8 41 42 -33 45 -45 -44 47 54 -48 -50 -51 -52 -53 -54 55 56 -23 58 -47 -3 -55 -19 right_child=1 3 4 6 9 7 39 8 -10 -11 11 -13 32 -15 -16 16 -18 35 -20 20 -22 46 -24 -25 28 26 27 34 -30 -31 -32 40 33 -35 -36 36 37 -39 -40 -41 -42 -43 43 44 -46 57 48 -49 49 50 51 52 53 60 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=-0.054756315026037797 0.061222732871412812 0.027739300443332449 -0.018675683472683322 -0.0080996374625157547 -0.017501958826377863 -0.047920080110457536 0.019033531563177983 0.052136576429710119 -0.053759202621076911 -0.036851746748481407 -0.03442527663846983 0.025833344779577584 -0.035881121277756223 0.031801179573948228 -0.048776434434598476 -0.044255416137620636 -0.0031244397859545108 0.013586902065745544 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3.8155542027670917 2.7494958895258597 2.1523753441870213 1.7873822273686526 3.0124003384262323 4.7549565033405088 1.3650501918746156 3.9254399277269831 11.119749300880356 7.3557438906282178 leaf_count=15943 705 894 80 61 76 513 39 13 175 1143 938 34 190 51 2161 139 255 1312 174 42 128 40 132 88 40 87 71 45 118 284 30 135 58 79 71 59 67 59 102 792 466 46 147 7 108 447 125 65 103 382 101 458 88 65 105 42 129 459 68 45 459 120 internal_value=-0.00048792 0.0221899 -0.0272569 0.0147043 -0.0137607 -0.0512668 0.00871347 -0.0379464 0.000518132 -0.0240652 -0.0211968 -0.0240353 -0.00677539 0.0109121 -0.0413453 -0.0299588 -0.0164872 0.0110869 -0.00869693 -0.00804736 0.00663918 -0.00876437 -0.00395069 -0.00166342 -0.00451207 0.00088982 0.00569746 -0.00143747 -0.0183159 -0.0249649 -0.0233958 -0.0244164 -0.0193609 -0.00403262 0.0114433 0.0116302 0.00491251 0.0135101 -0.00327602 0.00205534 -0.0204452 -0.0176683 -0.0193222 -0.0225412 0.0010107 -0.0250759 -0.011409 -0.00396383 -0.0132823 -0.011815 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split_feature=35 1 35 1 1 1 1 4 2 16 16 33 14 2 15 16 1 16 17 17 4 14 5 33 1 19 1 36 19 4 17 17 14 14 14 15 16 17 2 16 6 17 6 9 14 14 4 16 1 14 15 2 2 17 9 6 4 9 15 15 36 5 split_gain=118.512 30.4095 28.8365 7.89192 2.97851 1.47893 1.17556 0.626488 0.939747 0.513018 0.655498 0.5495 0.423954 0.401903 0.364242 0.36322 0.494683 0.488348 0.429945 0.350763 0.337144 0.369317 0.461147 0.358625 0.330247 0.34844 0.326593 0.45067 0.343384 0.487307 0.419831 0.508701 0.31234 0.312186 0.872105 0.316061 0.310389 0.517942 0.59931 0.415372 0.34469 0.499341 0.342641 0.326872 0.304397 0.847044 0.81649 0.35969 0.301963 0.283349 0.322145 0.292087 0.279481 0.389962 0.267556 0.372231 0.262693 0.265135 0.408036 0.359962 0.298283 0.547988 threshold=0.18333333730697635 1.0000000180025095e-35 0.064583335071802153 1.5000000000000002 8.5000000000000018 14.500000000000002 2.5000000000000004 11.500000000000002 182.50000000000003 0.95990353822708141 1.1995646953582766 0.0089778080582618731 6.0741951465606698 4.5000000000000009 0.39556339383125311 1.2785511016845705 12.500000000000002 1.2736925482749941 4.876204490661622 3.5729726552963261 3.5000000000000004 3.6762205362319951 2540.5000000000005 0.028581502847373489 5.5000000000000009 8.5000000000000018 3.5000000000000004 0.00098931614775210641 8.5000000000000018 48.500000000000007 34.762722015380866 26.449399948120121 4.7664294242858896 5.2443854808807382 5.1029059886932382 6.167635679244996 1.0240347981452944 43.850778579711921 182.50000000000003 0.91840991377830516 0.0036867886083200578 8.2705163955688494 0.0059820048045367011 1.5000000000000002 4.0342013835906991 3.9219243526458745 117.50000000000001 2.6966525316238408 15.500000000000002 4.6586997509002694 3.0268468856811528 48.500000000000007 50.500000000000007 10.535490036010744 1.5000000000000002 0.015811788849532608 211.50000000000003 1.0000000180025095e-35 1.2781643867492678 0.92386129498481762 0.13573098927736285 2969.5000000000005 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=2 -2 5 56 24 -1 12 8 14 11 -11 54 52 -12 -7 17 44 32 19 -18 21 -16 -23 -22 25 36 28 -28 29 30 31 -8 -15 34 35 -29 39 38 40 43 41 -38 -42 -4 45 46 47 -17 -24 50 51 -13 -5 -54 55 -6 57 58 -3 60 61 -59 right_child=1 3 4 6 9 7 26 -9 -10 10 13 49 -14 15 20 16 18 -19 -20 -21 23 22 48 -25 -26 -27 27 33 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 -57 -58 59 -60 -61 -62 -63 leaf_value=-0.054660676955648052 0.060903758338865424 0.042304863130330023 0.0075503785072072978 0.0093368320049098796 -0.02287628641177325 -0.048425494072686814 0.0071579782585314347 -0.050911149110964851 0.014530461060466227 -0.038921841156493303 0.0050526084007063814 -0.021665151013357916 0.00090018244204245149 -0.034745844668825604 -0.034566581159017416 -0.035000335612001297 -0.037385698080258843 0.030357307310456799 -0.049642071699656988 0.014018389768915791 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15.270755765028296 0.94922416255576392 3.5239937918959203 34.161209450103343 6.0150402075669254 1.0349171043490049 8.9174970815074612 1.1973125626100252 1.904104581801221 5.7473754100501528 1.5020641728187945 1.7748611165443438 4.8588667283183957 0.83647284097969421 0.61820407246705134 3.6953872660524212 0.5501154565718025 2.3777720583893829 0.55196793429786328 0.612977663753554 0.25646862416760985 64.315472000627778 3.7308417381718746 5.6346201337873927 17.635145219042904 6.4400541502982369 4.6402050741016856 4.298492118716239 3.9760595690459004 1.6541318893432615 10.121757673099635 2.5978087252005926 5.8279955368489018 3.9018050520680898 3.2768826577812424 3.9215833423659197 3.0101844528689981 2.938952686265111 3.8673324789851904 4.0251088384538889 2.2838281644508243 8.6389256172114965 1.297630291781388 0.77204157214146096 0.95961043226998288 0.65190047206124291 3.1106878129066899 0.93513094849186007 1.5056950235739348 6.1829739436507216 36.349774862639606 1.3043411260005084 2.7830522240255959 3.7251936830580226 10.615672001615172 4.1883487021550536 32.264072022400796 3.4904938451945773 6.4978316677734247 leaf_count=15943 705 103 64 228 108 744 538 1450 109 1161 58 148 94 177 208 432 96 25 601 31 516 88 16 33 2436 130 85 366 119 64 91 47 148 233 33 114 101 60 103 85 43 71 77 68 864 49 41 38 92 389 87 93 81 518 93 127 45 158 62 439 42 90 internal_value=-0.000506268 0.0219341 -0.0271305 0.0146845 -0.0139127 -0.0511777 0.00858378 -0.0379823 -0.0307714 -0.0241247 -0.0271914 -0.0154102 0.0138514 -0.023256 -0.0355801 -0.0245913 -0.027091 -0.0102802 -0.0407336 -0.0169916 -0.0283093 -0.0183449 -0.00249805 -0.0418955 -0.00893063 -0.0049492 0.0050723 0.00176163 0.00765924 0.00914061 0.00745842 0.00912807 -0.0182398 -0.000286712 0.00260769 -0.000435786 -0.00317512 -4.61055e-05 -0.00326651 -0.0113536 0.00135712 -0.00588358 0.00943488 -0.0030328 -0.022896 -0.0157947 -0.023065 -0.0294756 0.0141423 -0.0240293 -0.0157817 -0.00865193 0.0151391 0.0172224 -0.00265149 0.00416117 0.0289384 0.0281903 0.0351031 0.0266986 0.0215357 0.0188188 internal_weight=495.902 269.095 226.808 226.886 146.359 80.4482 158.884 16.7999 10.7849 47.9905 35.4983 12.4922 63.5509 26.5808 9.74994 25.3835 21.6091 3.7744 5.08198 1.38659 6.22595 3.59171 1.81685 2.63424 98.3688 34.0533 95.3333 41.8173 53.516 47.076 42.4358 38.1373 3.1562 36.1827 26.0609 23.4631 30.3225 21.9317 18.6548 8.39082 14.7332 7.76914 6.96406 5.38064 16.5271 7.88815 6.59052 5.81848 1.26488 7.45562 4.34493 3.4098 57.8035 42.5327 5.03662 3.73228 68.0021 64.2769 11.4088 52.8681 20.604 17.1135 internal_count=31458 4255 27203 3550 8004 19199 2611 3256 1806 4766 3721 1045 921 2560 1697 2502 2152 350 728 127 953 404 196 549 3238 802 1690 831 859 740 676 585 325 746 513 480 672 455 395 217 292 172 120 132 1424 560 511 470 108 717 328 241 827 599 328 235 939 894 165 729 290 248 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 1 1 8 8 8 8 8 14 16 33 16 4 15 8 1 8 8 1 8 5 6 19 4 4 4 14 18 4 17 17 8 8 8 4 36 8 8 36 4 19 15 14 19 4 3 14 15 33 8 14 18 3 19 17 3 8 8 split_gain=111.763 28.2257 27.2038 7.96593 2.87986 1.3815 1.26509 0.724989 1.34545 0.600986 0.555722 0.515143 0.856045 0.45965 0.960804 0.539397 0.450956 0.459355 0.444158 0.424438 0.400631 0.399556 0.364216 0.462373 0.345848 0.434843 0.343644 0.340202 0.400249 0.448182 0.335835 0.322352 0.318574 0.348339 0.483687 0.535138 0.324316 0.323024 0.866112 0.360643 0.31439 0.382728 0.364549 0.344442 0.306872 0.304167 0.419256 0.399546 0.363951 0.489665 0.420449 0.520239 0.300461 0.294007 0.434275 0.282826 0.735915 0.342901 0.4526 0.31806 0.304464 0.477343 threshold=0.18333333730697635 1.0000000180025095e-35 0.064583335071802153 1.5000000000000002 8.5000000000000018 14.500000000000002 2.5000000000000004 2638.5000000000005 2642.5000000000005 1408.5000000000002 2396.5000000000005 2323.5000000000005 4.2413008213043222 0.95990353822708141 0.014890981838107111 1.1383518576622011 3.5000000000000004 0.39556339383125311 2537.5000000000005 3.5000000000000004 2074.5000000000005 2645.5000000000005 5.5000000000000009 2594.5000000000005 2710.5000000000005 0.0029059366788715128 8.5000000000000018 39.500000000000007 12.500000000000002 4.5000000000000009 6.0741951465606698 9.5000000000000018 54.500000000000007 43.850778579711921 17.455533981323246 1864.5000000000002 1905.5000000000002 2120.5000000000005 1.5000000000000002 0.010849339887499811 2278.5000000000005 2139.5000000000005 0.030682506039738659 22.500000000000004 1.5000000000000002 1.5314980149269106 3.2384861707687382 6.5000000000000009 52.500000000000007 5.0720391273498544 3.9219243526458745 3.7356677055358891 0.014278512448072435 2162.5000000000005 4.3757371902465829 2.5000000000000004 5.8847131729125985 4.5000000000000009 135.6824645996094 2.3502402305603032 2118.5000000000005 2074.5000000000005 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=2 -2 5 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internal_weight=475.621 258.232 217.388 218.69 141.545 75.8431 153.577 15.9151 1.25234 92.2001 46.1263 37.7254 2.19594 35.5295 8.46162 27.0679 14.6627 5.85652 89.2733 77.6745 3.38768 95.4192 92.2105 60.3552 33.873 19.1761 43.8014 13.7009 9.65983 7.1197 61.3772 22.7571 31.8553 27.4813 23.1002 16.6756 6.42459 13.4771 8.58799 6.05042 38.9733 30.3776 8.59571 20.3132 3.3863 21.0958 11.9556 9.91982 7.08895 5.91382 3.18305 1.81398 9.14026 2.29432 1.66361 56.9689 5.3404 51.6285 11.7076 39.9209 37.3756 19.0048 internal_count=31458 4255 27203 3550 8004 19199 2611 3256 188 1690 4766 3623 161 3462 648 2814 3068 907 1656 1383 394 3238 3064 2303 672 353 711 274 199 138 921 2229 761 627 537 372 165 292 205 131 617 485 132 312 141 2022 1108 876 491 429 177 129 914 255 211 2162 214 1948 569 1379 1301 585 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 1 1 8 8 8 8 8 7 4 15 16 10 16 8 1 8 1 8 8 7 7 4 7 8 8 16 4 15 4 1 19 5 6 6 2 36 7 4 8 16 15 19 16 7 15 15 15 15 15 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5.5000000000000009 2594.5000000000005 2074.5000000000005 30.500000000000004 53.500000000000007 4.5000000000000009 99.500000000000014 1613.0000000000002 2307.0000000000005 1.2736925482749941 6.5000000000000009 0.47808942198753362 4.5000000000000009 12.500000000000002 8.5000000000000018 2710.5000000000005 0.0029059366788715128 0.0016499678022228184 36.500000000000007 0.030124640092253688 38.500000000000007 39.500000000000007 2257.5000000000005 1.5098599791526797 1.4507457017898562 1.5000000000000002 0.99635267257690441 105.50000000000001 0.26954823732376104 0.22053033858537677 0.3752934336662293 0.47808942198753362 1.0868572592735293 0.021703628823161129 1.0851196646690371 2139.5000000000005 4854.5000000000009 11.97030544281006 85.500000000000014 33.500000000000007 38.500000000000007 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=2 -2 6 -3 20 32 -1 13 -9 -7 11 15 -13 14 -8 16 -6 -17 19 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0.925765 0.43145 0.937985 0.492682 0.793219 0.369759 0.334184 0.488125 0.485767 0.361104 0.552154 0.343082 0.489042 0.336975 0.774924 0.321303 0.30858 0.280924 0.351529 0.407559 0.326284 0.290683 0.501175 0.379427 0.275013 0.273747 0.395366 0.31467 0.357782 0.570839 0.27364 0.891126 0.524768 0.614201 0.316855 0.373003 0.357214 0.319449 0.260171 0.367491 0.303937 0.312844 0.246438 0.2442 0.244085 0.235944 0.352143 0.25398 0.451435 0.454923 0.777031 0.47296 0.55405 0.540999 0.35524 0.403676 threshold=0.18333333730697635 1.0000000180025095e-35 0.051315790042281158 2.5000000000000004 7.5000000000000009 1.5000000000000002 11.500000000000002 1.7934721708297732 4386.5000000000009 1.0000000180025095e-35 320.00000000000006 10.696105957031252 0.95441991090774547 2304.5000000000005 37.500000000000007 12.206285476684572 0.056358544155955322 1.0591304302215578 1.067072927951813 18.336390495300297 103.50000000000001 140.50000000000003 1.476270914077759 1.0000000180025095e-35 33.500000000000007 45.500000000000007 15.500000000000002 83.500000000000014 72.500000000000014 2262.5000000000005 3363.5000000000005 3.4691727161407475 0.95441991090774547 11.500000000000002 78.500000000000014 81.500000000000014 1.4056257605552676 1.2736925482749941 1.2785511016845705 1.3933926224708559 0.051450969651341445 2323.5000000000005 2328.0000000000005 1.0450175404548647 58.500000000000007 85.500000000000014 0.010370056144893171 2214.5000000000005 108.50000000000001 0.059450918808579452 3.359907984733582 35.286130905151374 22.121582031250004 18.336390495300297 2.5000000000000004 1982.5000000000002 0.055119130760431297 45.500000000000007 0.015131154097616674 1.3522274494171145 1.8642528653144839 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 5 51 -3 12 8 9 10 21 44 13 15 -15 16 -6 -14 -19 -17 -21 31 -22 24 -13 -26 -25 28 29 -27 48 32 -8 -33 -35 -36 37 40 -39 -40 -11 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10.8095 37.8382 33.3297 30.3229 19.8388 16.2622 9.00157 19.2065 10.4611 5.95973 4.00185 3.473 2.74471 6.13767 3.80312 2.84761 2.04723 2.30041 4.50141 69.6297 63.5269 6.10277 2.1231 1.65457 16.8321 14.9966 10.2693 4.73229 5.53701 internal_count=31402 28013 3389 2677 10356 1759 17657 7068 3288 1679 704 3837 280 3557 2867 3231 3012 867 806 2970 2884 694 2190 582 116 466 2835 1721 849 418 210 208 1643 1563 742 645 595 414 328 190 431 1527 812 380 363 312 337 202 177 109 576 715 2439 2151 288 217 173 383 354 229 119 110 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 11 35 35 19 2 7 7 7 7 9 36 4 2 19 15 15 16 36 15 17 2 19 15 15 16 17 4 16 15 16 17 17 17 17 2 19 33 17 7 15 7 7 36 7 15 33 2 15 7 7 16 16 19 7 36 5 split_gain=81.5273 24.8793 17.4906 4.5638 4.18266 1.12425 0.742624 0.60762 0.501406 0.407225 0.818735 0.350695 0.846457 0.263137 0.310322 0.24182 0.30732 0.316397 0.706195 0.252601 0.276902 0.398415 0.275712 0.291179 0.236249 0.320109 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8.08869 10.6178 35.5851 15.3654 20.2196 17.7497 9.14157 6.67216 8.60816 10.6991 6.71836 15.3942 10.7098 7.04191 11.0857 10.3612 9.53555 9.12885 6.34898 2.77987 5.47344 internal_count=31402 28013 3389 2677 10356 1759 17657 7068 3288 1257 610 3837 280 3557 2867 3231 3012 2956 521 2435 2183 1790 1727 1460 267 165 113 2835 1721 1112 302 810 704 608 244 364 867 549 500 455 270 168 185 849 361 488 428 203 165 225 233 137 318 213 152 1643 1563 1385 1358 975 383 900 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 8 1 1 10 7 7 6 8 4 4 33 35 17 7 2 6 16 33 8 7 2 6 8 18 16 4 16 7 1 33 8 16 8 16 16 2 11 9 16 7 6 6 16 17 11 17 8 33 17 8 8 16 8 6 16 split_gain=77.307 23.3744 16.4157 4.49636 4.05562 1.04834 0.771683 0.649047 0.572225 0.527828 0.348962 0.315531 0.733521 0.261933 0.241152 0.298677 0.35564 0.275978 0.363971 0.325017 0.238741 0.230778 0.226712 0.381474 0.222963 0.222135 0.288002 0.284006 0.341322 0.348004 0.283481 0.379227 0.463077 0.338774 0.250481 0.274602 0.216623 0.33 0.343647 0.305828 0.279908 0.448237 0.244236 0.214071 0.210494 0.20797 0.280098 0.216303 0.283594 0.31438 0.340051 0.30795 0.239778 0.234555 0.220268 0.216534 0.201924 0.197298 0.19404 0.309586 0.294141 0.235737 threshold=0.22500000149011615 0.057189542800188072 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 2.5000000000000004 16.500000000000004 2386.5000000000005 11.500000000000002 5.5000000000000009 1.0000000180025095e-35 512.50000000000011 588.00000000000011 3.4244039852637804e-05 2179.5000000000005 33.500000000000007 38.500000000000007 0.011504747439175846 0.13392857462167743 11.370003223419191 12.500000000000002 30.500000000000004 0.00032587407622486358 2.5835057497024541 2.6272192371834539e-05 2288.5000000000005 534.50000000000011 38.500000000000007 0.0011697098962031307 2236.5000000000005 1.0000000180025095e-35 0.94489774107933056 4.5000000000000009 1.5342780351638796 86.500000000000014 4.5000000000000009 0.00049596783355809759 2264.5000000000005 0.72230204939842235 2229.5000000000005 1.5682717561721804 1.3476630449295046 310.50000000000006 1.0000000180025095e-35 1.5000000000000002 2.1166467666625981 18.500000000000004 0.0012005211901851001 0.0029587289318442349 1.1995646953582766 5.0293419361114511 1.0000000180025095e-35 38.328889846801765 2216.5000000000005 0.018006986007094387 96.666191101074233 2288.5000000000005 2638.5000000000005 0.95441991090774547 2614.5000000000005 0.07989839464426042 1.0591304302215578 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -4 9 -5 -1 -8 58 22 57 20 -13 -11 15 17 -17 19 -19 -15 -10 56 23 24 -3 26 27 43 -29 30 31 -30 -33 34 44 -36 40 39 -39 -38 41 42 -23 -24 -34 46 -7 53 51 50 -50 -49 54 -48 -52 -54 -16 -9 59 60 -6 -60 right_child=2 4 3 5 8 45 7 10 11 13 -12 12 -14 14 21 16 -18 18 -20 -21 -22 36 25 -25 -26 -27 -28 28 29 -31 -32 32 33 -35 35 -37 37 38 -40 -41 -42 -43 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200 139 933 751 182 710 501 423 340 275 206 154 714 1665 1031 634 570 537 450 185 265 213 151 136 918 650 268 659 371 2883 2687 812 1875 914 961 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 35 6 35 7 7 8 8 33 17 33 17 8 7 8 33 5 18 19 16 16 35 5 8 16 17 18 8 16 16 16 16 8 17 33 2 7 17 33 7 17 17 17 2 17 7 8 35 2 17 16 16 16 2 16 16 8 split_gain=55.7678 17.9375 12.7419 3.64285 2.36494 1.65536 0.603844 0.482734 0.553574 0.316948 0.263214 0.247781 0.204403 0.229946 0.217906 0.229903 0.182235 0.229543 0.279399 0.2789 0.182084 0.20277 0.287387 0.215203 0.201806 0.439369 0.207023 0.249796 0.231937 0.334524 0.171513 0.153475 0.170045 0.149839 0.289877 0.196757 0.192287 0.389416 0.144714 0.13937 0.158815 0.236417 0.136567 0.225586 0.21577 0.202912 0.314506 0.281864 0.254659 0.355368 0.18015 0.182821 0.161508 0.148387 0.188144 0.144965 0.25249 0.143954 0.135078 0.25984 0.295368 0.227513 threshold=0.22500000149011615 0.080128207802772536 0.75000000000000011 0.41666667163372045 0.051315790042281158 0.15476191043853763 0.29166667163372045 6.2746084950049416e-06 0.11805555596947671 12.500000000000002 11.500000000000002 1349.5000000000002 2125.5000000000005 0.0029765227809548382 8.7027754783630389 0.00028787060000468051 7.3221905231475839 2134.0000000000005 100.50000000000001 1998.5000000000002 0.0006926404603291304 2579.5000000000005 3.5000000000000004 11.500000000000002 2.5835057497024541 2.2977997064590459 0.18333333730697635 2699.0000000000005 2265.5000000000005 1.4607846140861513 17.139128684997562 1.0000000180025095e-35 1966.0000000000002 1.0145837068557741 1.0628398060798647 1.1834002733230593 0.94043499231338512 2068.5000000000005 3.4691727161407475 0.00066681395401246857 81.500000000000014 82.500000000000014 1.8642528653144839 4.9427702833781957e-05 283.50000000000006 13.455150604248049 19.260197639465336 6.3528666496276864 252.50000000000003 47.780202865600593 128.50000000000003 1842.5000000000002 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399 257 206 2852 2660 774 658 386 272 314 200 136 107 1886 955 500 455 374 137 1604 450 303 261 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 1 7 8 5 8 4 36 8 8 17 2 17 4 36 2 17 19 8 17 8 15 15 15 2 17 4 15 15 15 15 15 15 8 4 15 2 36 4 15 15 19 5 8 8 4 15 4 15 15 18 8 15 36 15 15 split_gain=53.2402 16.8536 11.9203 3.61395 2.35824 1.55088 0.599938 0.459171 0.390768 0.286761 0.239548 0.17473 0.28121 0.260357 0.173897 0.224687 0.2912 0.322103 0.241479 0.314305 0.210218 0.196104 0.172242 0.239714 0.152608 0.148863 0.193617 0.249288 0.174549 0.147977 0.300332 0.194054 0.158846 0.147454 0.176999 0.16644 0.145084 0.287407 0.172233 0.219341 0.144008 0.136099 0.239907 0.264561 0.199694 0.196151 0.218253 0.345771 0.184936 0.220633 0.235036 0.224355 0.198103 0.131837 0.131388 0.237895 0.130648 0.148664 0.130501 0.218458 0.365651 0.144847 threshold=0.22500000149011615 0.080128207802772536 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 7.5000000000000009 2.5000000000000004 5.5000000000000009 12.500000000000002 2455.5000000000005 2363.5000000000005 2206.5000000000005 39.500000000000007 0.0033756096381694083 2380.0000000000005 1982.5000000000002 94.739582061767592 305.50000000000006 22.491185188293461 6.5000000000000009 0.0017427999991923573 12.500000000000002 3.9178233146667485 3.5000000000000004 1389.0000000000002 7.3221905231475839 2134.0000000000005 1.6510587930679324 9.2674794197082537 0.63211569190025341 17.500000000000004 5.6972858905792245 4.5000000000000009 0.68769904971122753 2.6761518716812138 4.177520990371705 0.24373880028724673 0.53972765803337108 2.0607907772064213 2311.5000000000005 1.5000000000000002 5.7090053558349618 55.500000000000007 0.021703628823161129 1.5000000000000002 8.0032896995544451 14.610433578491213 5.5000000000000009 4523.0000000000009 2249.5000000000005 2320.5000000000005 34.500000000000007 3.4233031272888188 9.5000000000000018 1.5609176754951479 3.2151428461074834 1.0000000180025095e-35 1966.0000000000002 0.80640041828155529 0.021703628823161129 0.46732906997203832 3.0843464136123662 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 25 -1 7 29 14 9 10 -6 12 13 -8 15 16 17 18 19 40 -17 -16 -22 58 -9 -4 27 -27 33 30 -5 -32 -33 -28 -35 -36 -13 -38 39 -39 -3 42 43 44 -26 -43 -47 -48 49 51 53 -44 -52 -51 -25 -56 -7 -58 59 -24 -61 -60 right_child=2 5 3 6 8 56 11 24 -10 -11 -12 36 -14 -15 21 20 -18 -19 -20 -21 22 -23 23 54 41 26 28 -29 -30 -31 31 32 -34 34 35 -37 37 38 -40 -41 -42 45 48 -45 -46 46 47 -49 -50 50 52 -53 -54 -55 55 -57 57 -59 61 60 -62 -63 leaf_value=-0.053757229805592811 0.058976315669118456 -0.012404631157875566 0.035081770504445262 0.023010374355442096 0.0070748945183124207 -0.017485528195094673 0.020912713802037346 0.0094212576214018559 -0.033076434409436049 0.020217104555622804 -0.046949251839510209 0.013088509517820158 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331 347 154 116 193 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 7 33 1 1 17 4 2 2 8 8 9 7 1 7 8 16 33 7 19 33 33 8 15 15 7 5 36 33 36 36 7 17 4 9 15 33 9 36 15 33 8 4 17 4 36 16 16 2 5 8 7 16 2 8 7 split_gain=50.8535 15.9126 11.192 3.55841 2.25748 1.52515 0.587084 0.34689 0.272648 0.261984 0.256694 0.185568 0.196771 0.301731 0.216417 0.364362 0.263565 0.327228 0.352444 0.270045 0.313221 0.277083 0.23987 0.237507 0.350513 0.200603 0.184396 0.379667 0.177624 0.172551 0.327741 0.216446 0.256521 0.234418 0.197736 0.567253 0.171504 0.207175 0.258331 0.208333 0.19979 0.174742 0.243672 0.160703 0.155346 0.36904 0.260872 0.152061 0.21198 0.245528 0.20484 0.177678 0.150079 0.30377 0.162715 0.146519 0.139301 0.186401 0.226659 0.21041 0.160051 0.136797 threshold=0.22500000149011615 0.080128207802772536 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 6.5000000000000009 2.5000000000000004 12.500000000000002 0.00017080303950933742 4.5000000000000009 8.5000000000000018 312.59213256835943 84.500000000000014 526.50000000000011 192.50000000000003 1950.5000000000002 2288.5000000000005 1.0000000180025095e-35 26.500000000000004 5.5000000000000009 254.50000000000003 1982.5000000000002 1.4217734932899477 2.6272192371834539e-05 45.500000000000007 8.5000000000000018 0.039124770089983947 0.017404969781637195 2311.5000000000005 3.5769879817962651 16.617216110229496 80.500000000000014 3611.5000000000005 0.023933231830596927 0.0063392203301191339 0.038688806816935546 0.00098931614775210641 188.50000000000003 19.791734695434574 16.500000000000004 1.5000000000000002 1.5008772015571596 0.00058086076751351367 1.0000000180025095e-35 0.041228370741009719 0.92386129498481762 0.0030245302477851514 2366.5000000000005 39.500000000000007 34.762722015380866 68.500000000000014 0.013817193452268841 1.5098599791526797 1.3191681504249575 85.500000000000014 1509.5000000000002 2299.5000000000005 143.50000000000003 1.0019089579582217 515.50000000000011 2648.5000000000005 100.50000000000001 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 4 -2 61 -1 9 55 8 -6 36 26 12 13 14 16 -16 19 -18 -19 20 21 -11 28 -23 -25 -15 27 29 -17 34 31 32 33 -31 -7 -36 -3 38 40 -40 -38 42 -42 -29 46 -46 -21 48 49 52 -50 -49 53 -8 -54 -5 57 58 -57 -59 -58 -4 right_child=2 5 3 6 7 10 47 -9 -10 11 -12 -13 -14 25 15 22 17 18 -20 44 -22 23 -24 24 -26 -27 -28 43 -30 30 -32 -33 -34 -35 35 -37 37 -39 39 -41 41 -43 -44 -45 45 -47 -48 51 50 -51 -52 -53 54 -55 -56 56 60 59 -60 -61 -62 -63 leaf_value=-0.053693857296252145 0.058757680698665896 0.010550470787247086 0.03268536031429374 0.0024622434898322523 0.01324988957130082 -0.020781670144278445 0.0078988740532607953 -0.032935948969232069 -0.031143597011538088 -0.013315582105244568 -0.020807351156291318 0.010426786424786378 -0.020344298861171582 0.022945562755943869 -0.031908905370388062 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num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 1 7 7 8 8 5 19 5 8 33 6 6 36 7 2 2 1 6 36 5 10 19 33 7 1 2 7 8 2 5 2 7 7 5 7 7 16 2 16 7 6 19 36 36 8 7 8 36 2 2 33 8 8 8 2 split_gain=48.565 15.0149 10.5455 3.46615 2.17127 1.48776 0.567568 0.422274 0.306288 0.255037 0.146542 0.164779 0.159946 0.155832 0.262243 0.15393 0.146525 0.213402 0.177341 0.182105 0.144707 0.282584 0.143229 0.165276 0.137003 0.286156 0.158881 0.136135 0.130593 0.163555 0.261674 0.249832 0.281594 0.126124 0.124925 0.1618 0.123793 0.119342 0.147559 0.473639 0.119106 0.116462 0.248718 0.164472 0.199253 0.15542 0.297283 0.1518 0.141426 0.115939 0.114978 0.114954 0.164666 0.21824 0.204523 0.352847 0.172527 0.148661 0.13326 0.112444 0.112264 0.229811 threshold=0.22500000149011615 0.080128207802772536 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 5.5000000000000009 2.5000000000000004 7.5000000000000009 12.500000000000002 11.500000000000002 2380.0000000000005 1982.5000000000002 3749.5000000000005 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8.6032 3.05057 1.66454 0.66086 0.627255 0.32796 0.279761 0.223428 0.203937 0.184782 0.221589 0.138548 0.252399 0.240379 0.207989 0.290708 0.186303 0.148101 0.227824 0.257388 0.168512 0.271554 0.137352 0.139704 0.132097 0.157657 0.186288 0.131376 0.165337 0.15372 0.204891 0.199132 0.320238 0.256855 0.133587 0.19244 0.345495 0.237803 0.127441 0.119813 0.136555 0.116393 0.11327 0.15576 0.15382 0.14601 0.109629 0.154721 0.17346 0.169148 0.186808 0.163346 0.138306 0.119887 0.104598 0.139631 0.152926 0.113497 0.113905 0.1033 threshold=0.22500000149011615 0.064583335071802153 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 14.500000000000002 2.5000000000000004 9.5000000000000018 1.0000000180025095e-35 4.5000000000000009 2530.5000000000005 37.500000000000007 25.500000000000004 0.00085620602476410579 0.00023888314899522814 0.00049094349378719937 0.0030679405899718408 2.2678980827331547 0.069047622382640853 1.1703408956527712 2166.0000000000005 1.0851196646690371 2076.5000000000005 35.500000000000007 2531.5000000000005 4.5000000000000009 1.5000000000000002 0.79662787914276134 1.1995646953582766 1.2785511016845705 1.3106048107147219 145.50000000000003 0.016887167468667034 1.0711483359336855 1.0324986577033999 0.77039563655853283 9.3178317911224453e-05 9.3842577934265154 25.500000000000004 1.5342780351638796 92.500000000000014 10.500000000000002 204.50000000000003 633.50000000000011 34.500000000000007 22.491185188293461 5.828284978866578 44.500000000000007 7.5000000000000009 19.260197639465336 17.500000000000004 27.500000000000004 385.50000000000006 158.50000000000003 2192.5000000000005 4.5000000000000009 1.2638167738914492 1.4607846140861513 2134.0000000000005 0.0095044230110943335 8.5000000000000018 2080.5000000000005 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 5 3 -2 9 -1 24 41 10 44 11 12 -7 14 -9 -16 -17 19 -15 20 22 -22 23 -18 48 -26 27 -20 -29 31 -31 32 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8.39589 7.55712 6.93786 5.56095 8.73817 5.17458 2.99472 1.73936 1.25536 0.777235 32.2277 4.98423 7.66402 4.47222 3.88157 31.3809 15.2973 16.0836 10.7666 8.98165 7.13842 5.87526 14.2646 8.04832 5.6899 2.81217 3.73124 26.7504 1.9399 5.31694 21.0494 4.91196 3.35188 16.1374 27.2434 16.1278 11.9662 9.72953 7.66167 5.68869 4.16164 11.1156 14.7779 7.61285 4.46486 7.16508 3.56397 2.87773 internal_count=31663 28173 3490 1660 8850 19323 1830 6406 3276 2444 996 867 193 3957 1725 1542 1464 1079 2232 1053 507 316 191 130 909 164 1799 970 907 1628 746 882 539 461 326 290 704 422 283 128 190 2449 206 343 816 186 131 630 745 431 325 264 216 155 106 314 575 272 176 303 135 155 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=63 num_cat=0 split_feature=1 1 11 1 1 11 19 1 33 17 15 1 14 8 33 19 15 15 14 1 11 15 14 14 19 17 15 33 16 5 15 6 2 16 6 8 16 33 8 33 14 5 15 8 15 2 17 4 33 16 15 15 14 14 8 8 17 19 8 17 36 8 split_gain=12.8893 5.23844 7.38649 2.69861 2.60944 2.12358 0.730883 0.569374 0.372877 0.373714 0.368007 0.360213 0.32132 0.401832 0.24406 0.251565 0.337734 0.231361 0.222018 0.215398 0.207612 0.297362 0.196058 0.318849 0.1948 0.271897 0.174955 0.233131 0.25661 0.200337 0.241642 0.172328 0.15863 0.155448 0.151275 0.143112 0.142419 0.141127 0.140323 0.148807 0.251188 0.247139 0.166487 0.138959 0.137999 0.136236 0.127939 0.129522 0.127025 0.143978 0.129542 0.124295 0.128163 0.133955 0.125024 0.134381 0.158101 0.263999 0.154127 0.124577 0.22804 0.152362 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 1.5000000000000002 20.500000000000004 9.5000000000000018 0.00085620602476410579 15.372785568237306 10.893797397613527 2.5000000000000004 3.3140207529067998 1389.0000000000002 0.00015657240874134007 1.5000000000000002 7.2049653530120858 0.39556339383125311 3.113268375396729 13.500000000000002 3.5000000000000004 23.263768196105961 5.427147865295411 5.3821961879730233 11.500000000000002 18.036216735839847 0.92386129498481762 7.4926756497006877e-05 1.1383518576622011 2152.5000000000005 0.87428638339042675 0.0079149692319333571 252.50000000000003 1.1589547395706179 0.07989839464426042 1947.5000000000002 2.4840364456176762 9.7722090686147584e-06 2118.5000000000005 0.0037238413933664565 3.7726949453353886 2986.5000000000005 2.7900856733322148 2304.5000000000005 9.8454909324646014 4.5000000000000009 56.367483139038093 97.500000000000014 0.044289860874414451 0.79662787914276134 9.024973392486574 3.5017241239547734 3.2384861707687382 3.1984648704528813 2152.5000000000005 2188.5000000000005 86.376438140869155 3.5000000000000004 2214.5000000000005 25.584842681884769 0.031577905640006072 1998.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 45 6 8 -6 9 -4 34 -5 13 -9 15 16 17 -15 -19 43 21 -7 23 24 25 31 27 28 -21 -30 33 -11 -29 -31 36 -26 48 -37 39 41 -41 -13 -43 -14 -40 -2 47 -27 49 -10 51 52 53 -51 59 -56 57 -57 -59 61 -61 -54 right_child=4 3 5 11 7 20 -8 12 10 22 -12 38 19 14 -16 -17 -18 18 -20 26 -22 -23 -24 -25 35 46 -28 32 29 30 -32 -33 -34 -35 -36 37 -38 -39 44 40 -42 42 -44 -45 -46 -47 -48 -49 -50 50 -52 -53 54 -55 55 56 -58 58 -60 60 -62 -63 leaf_value=0.055037724105548441 0.006776282317207085 0.029481106425643139 -0.036079840299560094 0.014638764805016195 -0.016519215429855905 0.0197983806141055 -0.042582658828264848 0.042599251090413598 -0.03962712513686209 -0.015947672275986716 -0.047540933508423491 0.024933452577272579 -0.023141598639915689 0.018177874818716369 -0.032288576302701107 -0.033813470562771071 0.036698829319998065 -0.050261429870357338 0.00016408477465027169 -0.042370608571877022 0.04570552776583061 -0.051020172962889944 -0.038626026956616433 0.047834165684340416 -0.05230892434691025 -0.023737207672640939 -0.045202839042895217 -0.049391489000253475 0.045967150518404304 0.014219367363982723 0.033371905528085923 0.044840791772788831 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174 673 49 117 1173 1843 981 3 16 19 45 78 260 207 305 7 99 496 39 99 66 51 855 57 2411 501 22 289 165 120 784 683 23 137 1126 70 35 442 160 268 391 internal_value=-0.000170322 0.0109395 -0.00674994 0.0171276 -0.0133037 -0.0163891 -0.0215219 -0.0214642 -0.0178566 -0.0251029 -0.011476 0.010966 -0.0272469 -0.0157501 -0.0193333 -0.00892954 0.00113695 -0.0121453 -0.0268016 -0.030292 0.0221741 0.0151732 -0.0160872 -0.0118917 -0.0149458 -0.0210095 -0.0372025 -0.0293404 -0.0179074 -0.00454873 -0.0123572 0.0142424 -0.0438758 -0.0243698 -0.00909663 0.00437314 -0.00810328 0.0107288 0.00681987 0.0109418 0.0035604 0.015197 0.00675071 -0.0259965 0.00375604 -0.00540474 -0.0271034 -0.0208119 -0.00870581 -0.0103185 -0.00895225 -0.0101931 -0.00754533 0.0176081 -0.00937639 -0.00378067 -0.00660871 -0.00933149 -0.0361718 -0.0179901 -0.0012548 -0.0252776 internal_weight=220.844 119.639 31.0055 88.6335 101.205 26.8213 23.6707 49.7788 20.1619 9.44057 10.7213 59.1375 22.9457 4.80489 4.5269 2.51069 1.78756 1.30146 0.87739 18.1408 3.15061 2.4282 5.18335 4.36991 4.15732 3.16419 6.95371 3.50714 1.96307 1.26972 1.09973 0.466372 1.54407 0.870939 10.0577 0.993136 9.80055 0.893005 27.7785 11.8441 4.33112 7.51302 4.02306 11.1871 15.9344 51.4264 2.69781 2.02254 9.70358 8.98924 8.58888 8.2519 6.95671 0.472054 6.48466 3.93097 3.59458 3.36754 0.720216 2.55368 0.774681 1.779 internal_count=31682 19559 16778 2781 12123 16429 15560 9640 12170 6420 5750 1822 7184 1027 1005 469 213 185 161 6157 869 776 3158 2485 2436 1915 3446 1603 544 298 295 219 1059 276 5241 521 5034 404 897 344 138 206 117 2711 553 2483 1696 1195 5027 4738 4404 4284 3500 188 3312 1810 1673 1603 477 1502 428 1074 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 7 8 36 5 2 2 7 1 8 8 8 16 5 15 36 7 8 8 35 7 7 7 8 8 8 1 33 8 15 16 16 8 33 7 5 15 15 19 15 7 36 15 15 15 17 7 17 17 36 8 2 8 6 17 2 split_gain=36.1904 10.2802 7.58487 2.38301 2.06003 0.364142 0.34099 0.205709 0.336826 0.188424 0.400183 0.325416 0.417841 0.359586 0.187306 0.174174 0.262996 0.13985 0.129314 0.201263 0.174679 0.173776 0.126086 0.13685 0.166808 0.229226 0.225813 0.418381 0.239285 0.179069 0.15008 0.218385 0.123516 0.122282 0.171762 0.120367 0.119464 0.418234 0.117523 0.120509 0.204334 0.202407 0.135824 0.11339 0.114614 0.204623 0.157814 0.149292 0.113212 0.229611 0.216476 0.235054 0.325787 0.263293 0.188421 0.168453 0.112492 0.110023 0.126163 0.202147 0.13206 0.19389 threshold=0.22500000149011615 0.057189542800188072 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 8.5000000000000018 2.5000000000000004 37.500000000000007 1389.0000000000002 0.06073430925607682 2206.5000000000005 172.50000000000003 216.50000000000003 36.500000000000007 16.500000000000004 2638.5000000000005 2642.5000000000005 1469.0000000000002 0.96867015957832348 2642.5000000000005 0.28517410159111029 0.02040177304297686 49.500000000000007 2355.5000000000005 2232.5000000000005 0.095454547554254546 512.50000000000011 607.50000000000011 72.500000000000014 2235.5000000000005 1856.5000000000002 2085.5000000000005 11.500000000000002 9.3178317911224453e-05 2320.5000000000005 0.3752934336662293 0.66257327795028698 0.72230204939842235 2118.5000000000005 0.0037238413933664565 42.500000000000007 2986.5000000000005 2.7900856733322148 9.8454909324646014 6.5000000000000009 2.0938233137130742 119.50000000000001 0.018041322939097885 0.25152812898159033 0.22053033858537677 0.3752934336662293 8.1190643310546893 97.500000000000014 4.0301787853240976 12.206285476684572 0.021703628823161129 2264.5000000000005 4.5000000000000009 1558.5000000000002 0.0026215277612209324 3.9178233146667485 25.500000000000004 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 14 -2 18 57 17 -5 8 -7 10 -10 35 -13 -14 -1 -16 -17 -6 20 -20 -4 33 -9 24 26 29 28 -28 30 -26 -24 -32 -31 -21 -35 -12 -19 -38 39 41 -41 -8 -43 44 45 46 56 -48 49 55 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16.8131 13.7817 4.12102 9.66065 1.37291 8.28773 2.94152 2.57113 1.60187 2.71086 12.6666 8.50044 3.16193 18.5468 17.9067 27.1372 11.5443 4.23023 7.31404 3.92785 15.5929 13.6679 11.2199 8.63057 4.14298 17.2581 2.82154 14.4366 13.149 3.01454 2.25991 10.1345 2.08869 4.48759 50.3946 48.2408 4.07919 44.1616 4.9783 internal_count=31682 28175 3507 2781 10383 7900 1822 6241 1440 1417 1130 1055 354 298 17792 1740 109 1659 959 751 208 482 4801 4329 3164 796 2368 251 2117 695 454 300 686 432 285 701 1575 1500 897 344 138 206 117 553 496 412 311 160 1465 214 1251 1164 208 189 956 185 151 2483 2411 164 2247 283 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 7 1 7 7 19 2 15 35 2 15 35 7 7 33 7 5 36 2 17 36 5 36 36 36 36 7 17 5 4 5 7 15 4 7 7 17 6 4 36 36 6 17 15 15 17 33 7 33 2 5 11 5 6 19 5 split_gain=34.6602 9.71383 7.16551 2.39438 2.01171 0.35157 0.344537 0.203429 0.177745 0.15935 0.324441 0.158983 0.231588 0.300938 0.130449 0.126518 0.132451 0.125284 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4.63498 5.21993 9.37632 1.94243 1.5133 10.2868 9.89525 1.49851 8.39674 0.63068 7.76606 4.74087 4.4367 4.03766 2.13363 internal_count=31708 4358 27350 1722 8804 2636 18546 1729 3276 907 824 537 331 253 170 2452 664 454 1788 188 206 287 180 1597 771 704 638 5528 3888 3536 135 113 597 403 322 275 163 112 841 348 296 178 114 118 493 254 239 166 172 1640 250 209 3518 3296 421 2875 188 2687 1233 1209 1162 531 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 35 35 16 17 35 2 2 2 33 35 7 17 19 17 7 15 15 17 15 7 7 33 7 17 7 7 6 16 19 6 19 17 11 15 2 15 7 6 7 17 33 15 16 17 16 17 16 17 33 7 7 15 15 16 8 15 split_gain=27.7532 8.23115 6.18829 2.22316 0.757835 0.754214 0.345592 0.177415 0.142599 0.122525 0.110048 0.0988296 0.119616 0.109876 0.229231 0.109656 0.0966619 0.101564 0.10124 0.0916062 0.200585 0.215701 0.208685 0.169244 0.151292 0.0877103 0.14493 0.18195 0.149192 0.101896 0.0849516 0.185076 0.12219 0.0868925 0.153215 0.10582 0.0991657 0.116261 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1.0000000180025095e-35 1.2781643867492678 69.500000000000014 0.96031165122985851 134.50000000000003 0.0026611430803313856 68.500000000000014 1.3961434960365298 0.0029410180868580942 0.57583689689636242 1.5098599791526797 22.491185188293461 1.3191681504249575 11.771689414978029 0.81175297498703014 8.2705163955688494 0.0097255823202431219 47.500000000000007 69.500000000000014 0.44661854207515722 2.6275128126144414 1.0450175404548647 2638.5000000000005 0.16333200037479403 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 6 -3 7 8 -1 60 10 -7 16 15 13 14 -13 19 17 18 -2 20 21 -6 23 -22 -21 26 28 29 -9 -28 33 -32 -33 35 -35 -17 37 38 39 41 -41 45 44 -42 -39 -37 -47 -48 50 51 52 -50 -12 54 -54 -55 -57 -58 59 -59 61 -4 right_child=1 3 4 -5 11 9 -8 25 -10 -11 48 12 -14 -15 -16 30 -18 -19 -20 24 22 -23 -24 -25 -26 -27 27 -29 -30 -31 31 32 -34 34 -36 36 -38 42 -40 40 43 -43 -44 -45 -46 46 47 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6.5000000000000009 2225.0000000000005 2187.5000000000005 2124.5000000000005 0.00087525480194017302 1.4217734932899477 4.3865439891815194 0.004001846071332694 611.00000000000011 253.37728118896487 0.00012755033094435933 0.00070419380790553998 33.159591674804695 1.8055287003517153 5596.0000000000009 104.50000000000001 1.0000000180025095e-35 78.500000000000014 20.500000000000004 2125.5000000000005 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 3 4 6 -6 7 8 37 10 -5 39 26 -2 -10 16 19 -18 -19 20 30 22 23 24 25 -22 27 28 -4 -30 35 32 33 -32 38 -8 -3 -1 -34 40 -12 42 -20 44 -16 46 -9 48 49 -48 -49 -44 53 54 55 -11 59 58 -58 -57 -54 -53 right_child=13 36 12 9 5 -7 15 45 14 52 11 -13 -14 -15 43 -17 17 18 41 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 31 -33 34 -35 -36 -37 -38 -39 -40 -41 -42 -43 51 -45 -46 -47 47 50 -50 -51 -52 61 60 -55 -56 56 57 -59 -60 -61 -62 -63 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1.49141 1.10111 1.53778 1.94412 7.97237 6.24871 5.47177 4.97598 4.36439 1.38917 1.04888 2.97522 1.72365 0.680198 internal_count=31561 31351 29651 28814 25541 886 24655 3366 2334 3273 1301 520 837 210 424 21289 20579 2315 2233 18264 16975 780 731 650 321 219 718 354 315 222 16195 1335 1171 133 1038 14860 1700 1910 389 163 109 2135 695 346 174 1032 682 629 255 166 374 564 1972 1593 1324 1210 1112 415 288 697 379 176 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=63 num_cat=0 split_feature=35 35 1 35 1 1 1 1 7 2 2 33 8 7 8 18 15 2 15 19 6 7 8 8 15 6 6 6 19 6 15 2 2 36 6 6 7 19 2 19 33 6 36 33 15 33 4 8 19 8 8 36 8 6 6 6 36 4 15 8 15 7 split_gain=19.3341 5.06825 4.17289 1.39316 1.08868 0.823054 0.312887 0.240334 0.194577 0.139819 0.147117 0.146749 0.134014 0.143601 0.144693 0.121134 0.11357 0.293514 0.138172 0.110987 0.229164 0.275886 0.104966 0.192101 0.131797 0.0940729 0.0923564 0.0904285 0.09453 0.0801962 0.0800227 0.115062 0.158692 0.111633 0.0799297 0.0783718 0.0770645 0.0767603 0.138863 0.12676 0.0757809 0.146048 0.0932652 0.0847869 0.0754727 0.0745314 0.0742111 0.0708256 0.0702655 0.0698613 0.0794508 0.182038 0.0799932 0.0773286 0.134915 0.117396 0.124499 0.0893854 0.105212 0.107109 0.0832219 0.0774443 threshold=0.22500000149011615 0.074175827205181136 1.5000000000000002 0.75000000000000011 7.5000000000000009 12.500000000000002 2.5000000000000004 4.5000000000000009 12.500000000000002 40.500000000000007 38.500000000000007 1.0000000180025095e-35 2530.5000000000005 79.500000000000014 2642.5000000000005 3.5000000000000004 11.730326652526857 216.50000000000003 16.617216110229496 1.5000000000000002 0.011666946578770878 115.50000000000001 1558.5000000000002 1803.5000000000002 0.73110863566398632 0.016195861622691158 0.00030874357616994535 0.009862698148936035 1.0000000180025095e-35 0.01380125852301717 1.8736174106597903 152.50000000000003 109.50000000000001 0.00028439545712899422 0.017231787554919723 0.0029587289318442349 151.50000000000003 4.5000000000000009 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2.47301 5.67561 4.15835 0.88588 0.606479 0.392739 23.2286 22.0525 0.972341 21.0801 18.3999 13.9965 2.62157 1.70375 11.375 6.99228 5.94371 4.40339 4.38268 internal_count=31561 28128 3433 1638 7208 20920 1795 3225 4833 4706 1022 975 3684 621 386 808 3983 385 373 906 544 126 2417 2249 168 325 730 213 174 3598 2643 1056 315 741 204 362 889 418 236 158 315 241 188 124 266 182 210 127 148 2045 1907 103 1804 1537 1142 195 143 947 608 537 395 339 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=63 num_cat=0 split_feature=1 1 11 1 1 11 1 19 1 7 7 33 7 17 17 7 15 7 16 8 8 19 17 2 18 17 36 16 17 17 8 8 7 16 36 33 36 7 33 17 2 19 17 7 8 33 36 16 16 15 36 16 7 7 33 17 15 1 33 33 5 5 split_gain=8.38348 1.34323 3.16213 2.36528 1.16076 0.879282 0.648257 0.361725 0.183057 0.181475 0.181105 0.174599 0.172026 0.151977 0.192546 0.142346 0.140214 0.128217 0.126758 0.117991 0.130868 0.116213 0.119292 0.102918 0.143456 0.104981 0.101436 0.14903 0.128485 0.172826 0.106865 0.0972931 0.0964806 0.0947031 0.112017 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6.67163 6.34286 2.62651 1.52286 3.71635 1.38354 1.13521 3.1605 2.10141 18.3565 14.6096 7.6982 2.39895 6.91143 6.08742 3.52366 2.56376 1.73001 10.2075 internal_count=31561 20328 16811 3517 11233 16463 2603 15606 8816 3428 4833 12178 252 4706 888 818 6119 857 1697 3818 642 6059 5051 906 667 596 2417 2167 2081 1810 250 4806 3983 1652 1344 168 1176 840 736 156 580 474 106 1339 1296 415 226 881 280 255 271 180 1657 1304 772 194 532 478 320 158 109 2644 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 1 7 4 33 3 15 17 16 7 19 19 5 7 16 16 7 17 17 3 33 5 33 5 9 5 5 4 7 7 7 33 16 3 3 15 7 18 5 15 3 17 17 6 15 6 16 7 7 15 15 1 16 17 17 7 split_gain=18.0522 4.70546 3.80887 1.43723 0.959151 0.83484 0.27008 0.226754 0.138407 0.114485 0.106415 0.100933 0.100881 0.283405 0.108028 0.0992502 0.0986379 0.0890053 0.200296 0.251674 0.0838047 0.0791637 0.127277 0.214606 0.0994879 0.181719 0.0858526 0.0781341 0.0950112 0.0818374 0.0766156 0.0750052 0.102611 0.0705224 0.102625 0.0820157 0.223239 0.215861 0.125704 0.0680043 0.108682 0.0865411 0.0900201 0.0747139 0.161124 0.0922923 0.0649392 0.0640728 0.198279 0.0630336 0.121581 0.102952 0.0729904 0.0599382 0.21002 0.0701353 0.0896976 0.188814 0.13775 0.0879505 0.115081 0.0854803 threshold=0.22500000149011615 0.080128207802772536 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 7.5000000000000009 2.5000000000000004 5.5000000000000009 12.500000000000002 1.0000000180025095e-35 0.0023461031960323457 2.7403194904327397 11.730326652526857 30.788990974426273 2.2404631376266484 11.500000000000002 1.5000000000000002 1.5000000000000002 2223.5000000000005 119.50000000000001 0.86525237560272228 0.86525237560272228 330.50000000000006 89.338981628417983 16.889680862426761 4.0163424015045175 0.023260479792952541 1635.5000000000002 0.017231787554919723 2095.5000000000005 7.5000000000000009 1789.5000000000002 2132.5000000000005 3.5000000000000004 42.500000000000007 47.500000000000007 151.50000000000003 0.001434413075912744 1.324085056781769 4.686739683151246 4.8322978019714364 1.7440276145935061 80.500000000000014 1.0000000180025095e-35 3079.5000000000005 0.90631648898124706 4.5695295333862314 32.413911819458015 65.86145401000978 0.001776696590241045 2.5778791904449467 0.005210916744545103 1.6117619276046755 19.500000000000004 25.500000000000004 13.553896903991701 0.5511007308959962 6.5000000000000009 1.1914724111557009 24.807209968566898 35.274236679077156 368.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 -4 -1 7 17 -3 15 11 16 -9 21 -14 -15 -6 39 46 19 -19 -18 22 23 24 25 26 -7 -11 29 -29 53 -8 -33 34 -34 37 38 -35 -37 41 -41 42 43 44 -10 -46 -5 -38 -49 52 51 -51 -20 -31 -55 56 57 -56 -59 -58 -61 -62 right_child=2 5 3 6 8 12 31 9 10 27 -12 -13 13 14 -16 -17 20 18 49 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 30 -32 32 33 35 -36 36 47 -39 -40 40 -42 -43 -44 -45 45 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4.31698 2.58526 1.85387 3.92302 2.1589 5.26613 4.87041 2.23648 1.99876 1.58615 2.42419 1.52035 2.74955 17.9706 16.8335 13.9533 2.88022 3.3409 internal_count=31594 4310 27284 1664 7292 2646 19992 5641 3809 1728 881 847 207 640 506 5024 1651 1546 823 780 3551 1431 1370 825 161 134 664 524 319 281 204 1473 873 822 470 412 173 118 239 175 2120 681 480 328 229 143 119 3711 108 398 1622 739 713 621 617 335 152 918 854 705 149 201 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 1 8 8 8 7 16 8 17 4 7 2 8 6 4 2 4 1 16 16 7 11 4 8 19 7 17 17 2 17 17 7 7 11 36 33 7 33 7 7 16 7 7 8 7 33 2 2 2 16 7 16 8 36 2 33 split_gain=15.1444 4.08208 3.15685 1.06807 1.06566 0.570361 0.241113 0.140063 0.133636 0.112656 0.165696 0.139771 0.0981923 0.09725 0.0809303 0.0768972 0.149172 0.127388 0.101138 0.0964939 0.0738447 0.0736628 0.0822715 0.0699396 0.065619 0.110457 0.0643271 0.107295 0.0899841 0.131574 0.102791 0.0646721 0.0910152 0.109855 0.0642047 0.0628573 0.122222 0.0583094 0.0929875 0.0611578 0.0648015 0.221172 0.120746 0.0754259 0.0640214 0.100155 0.0677376 0.0575997 0.057569 0.15935 0.0566179 0.0525354 0.0499447 0.0581779 0.0497681 0.0494293 0.118374 0.0484365 0.0479319 0.0496262 0.111133 0.0784537 threshold=0.22500000149011615 0.074175827205181136 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 12.500000000000002 2.5000000000000004 4.5000000000000009 1438.5000000000002 2323.5000000000005 2326.0000000000005 12.500000000000002 1.1834002733230593 1613.0000000000002 21.795394897460941 10.500000000000002 69.500000000000014 145.50000000000003 2120.5000000000005 0.0012247782433405521 33.500000000000007 158.50000000000003 28.500000000000004 8.5000000000000018 2.2977997064590459 2.0738666057586674 132.50000000000003 1.5000000000000002 2.5000000000000004 2085.5000000000005 3.5000000000000004 104.50000000000001 35.274236679077156 11.771689414978029 502.50000000000006 2.6144106388092045 3.6752222776412968 74.500000000000014 80.500000000000014 1.5000000000000002 0.045459568500518806 0.0060180048458278188 265.50000000000006 0.018006986007094387 103.50000000000001 168.00000000000003 1.2163543105125429 105.50000000000001 25.500000000000004 2020.5000000000002 79.500000000000014 1.0000000180025095e-35 25.500000000000004 49.500000000000007 300.50000000000006 0.67576250433921825 32.500000000000007 2.5835057497024541 2642.5000000000005 0.14282229542732242 53.500000000000007 0.00063938772655092191 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 7 -2 -1 -4 8 -3 21 -11 -12 -10 -8 -13 16 -14 -17 -19 -20 50 22 55 35 25 58 31 28 -28 -30 -31 32 33 52 -34 51 -37 48 -39 40 41 44 47 -44 -40 -46 -47 -42 49 -38 -16 -5 -15 -54 -52 56 -7 -26 59 61 -61 -9 right_child=2 3 6 23 -6 9 13 24 12 10 11 14 15 26 20 17 -18 18 19 -21 -22 -23 -24 -25 57 -27 27 -29 29 30 -32 -33 34 -35 -36 36 37 38 39 -41 42 -43 43 -45 45 46 -48 -49 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6.51764 5.66495 4.98664 4.18353 1.8717 3.0703 2.25691 18.0934 17.4115 9.74072 8.84275 8.26117 7.62888 1.78343 1.41493 0.911703 1.76516 2.17439 5.84545 2.71049 5.04001 internal_count=31594 20294 3589 11300 2646 16705 9649 13023 12965 3682 4842 5495 4745 4807 2787 1728 7470 847 205 881 642 4365 2756 2464 2451 397 275 238 4312 2881 1165 1114 279 835 228 6134 823 3678 856 2822 200 474 405 359 290 477 236 172 1651 1603 1484 1364 1303 1208 232 206 115 118 168 976 461 5993 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 1 1 7 8 16 36 7 7 4 16 4 8 8 8 7 19 16 16 16 16 7 15 33 19 2 8 8 8 35 15 18 15 36 16 8 7 36 9 16 4 36 33 17 36 4 2 36 2 2 4 8 2 17 17 16 split_gain=13.9929 3.65882 3.48657 1.14234 0.929106 0.179847 0.158207 0.132238 0.113363 0.123348 0.110603 0.112945 0.0871264 0.0796482 0.113165 0.10952 0.123975 0.106329 0.0893192 0.0894213 0.0794982 0.0792682 0.0667411 0.0664902 0.122988 0.116941 0.101247 0.114729 0.0910393 0.0758969 0.0657064 0.0676218 0.0635457 0.0631262 0.0710706 0.0630841 0.0546812 0.0829382 0.0760753 0.137955 0.108177 0.0730833 0.0723534 0.0667471 0.082234 0.0535168 0.0522885 0.132781 0.165444 0.116147 0.0820601 0.0753163 0.0720336 0.064827 0.0506445 0.0494643 0.0713936 0.0480489 0.0474527 0.0840696 0.111177 0.0528867 threshold=0.22500000149011615 0.057189542800188072 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 2.5000000000000004 16.500000000000004 11.500000000000002 12.500000000000002 2530.5000000000005 1.220271170139313 0.00098931614775210641 212.50000000000003 254.50000000000003 4.5000000000000009 1.4548836350440981 14.500000000000002 1469.0000000000002 1698.5000000000002 2455.5000000000005 121.50000000000001 1.0000000180025095e-35 1.3191681504249575 1.8625932931900027 1.1834002733230593 1.0937891006469729 99.500000000000014 1.3502137064933779 0.0024911782238632445 1.5000000000000002 127.50000000000001 2531.5000000000005 2314.5000000000005 2648.5000000000005 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3.65881 1.87335 1.78546 1.24887 2.71649 1.09392 2.56262 12.2914 5.78741 5.04948 6.50398 4.12698 3.53342 2.25107 2.99495 3.56032 4.69086 4.27633 5.0001 4.83929 1.39283 0.441608 0.229764 internal_count=31611 28124 3487 1668 10380 3290 1819 17744 7090 3862 1637 256 1381 1251 325 239 191 134 926 875 1704 1653 1356 807 323 484 357 289 127 274 348 134 3777 939 283 192 978 753 689 343 183 160 145 346 127 218 656 301 253 355 215 180 124 157 233 675 631 3163 3138 667 183 134 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=63 num_cat=0 split_feature=11 4 33 12 7 7 5 5 12 7 2 2 36 9 4 19 7 9 9 5 4 17 5 7 19 36 36 17 17 15 15 33 7 6 7 7 6 6 9 2 4 4 19 2 17 7 7 7 5 6 19 2 18 9 36 4 4 4 4 2 17 17 split_gain=0.241679 0.256326 0.221889 0.109782 0.120025 0.145538 0.113593 0.105859 0.0869793 0.0841729 0.0807168 0.0954077 0.0956611 0.221851 0.0801952 0.0770976 0.117974 0.118423 0.104117 0.083463 0.134329 0.119479 0.102079 0.100815 0.116283 0.113919 0.09233 0.0880029 0.0863832 0.109442 0.0926333 0.0762775 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3.30529 8.57398 7.74173 2.83536 2.43827 1.33561 1.10265 7.31752 12.1943 8.67988 8.51509 8.09469 6.60953 6.41212 0.854545 0.624573 0.370903 12.874 1.48516 15.8688 4.24857 0.51467 11.9987 1.5108 10.4879 9.86867 6.77444 6.31054 1.88 4.43054 1.26073 4.93402 13.6619 12.2662 7.79687 3.52475 4.27213 2.61928 4.46937 0.416531 internal_count=31611 28124 3487 1668 10380 4108 1819 6272 246 17744 1637 256 1381 1225 1099 126 156 2471 167 1704 1609 547 428 1062 944 390 348 215 133 909 6026 4020 3985 3723 2759 2692 299 273 140 1040 964 939 283 266 960 118 842 794 839 778 206 572 143 862 880 806 527 250 277 174 279 254 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 35 7 2 19 19 8 8 8 19 16 18 18 4 7 8 15 17 15 8 16 8 36 19 10 7 36 16 36 5 15 8 5 16 4 19 15 16 18 4 17 19 10 5 5 9 5 5 11 35 8 17 8 5 4 19 7 split_gain=12.5351 3.16657 3.12062 0.973364 0.97206 0.250537 0.177985 0.124518 0.128876 0.103916 0.0931345 0.119828 0.0780046 0.076639 0.0736851 0.0686171 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4.0508530219085521e-05 1.0000000180025095e-35 2.8617925643920903 2.5249279737472539 0.010001746937632562 3908.5000000000005 3.7012257575988774 1939.0000000000002 4.2835628986358651 0.77896490693092357 1959.0000000000002 0.0012198840267956259 1.2868195176124575 1.0014005899429324 43.500000000000007 0.00066681395401246857 0.00055696981144137691 0.027405939996242527 3.5000000000000004 0.89099907875061046 1.7934721708297732 2225.0000000000005 0.27716808021068579 1.2411087155342104 143.50000000000003 3.8176519870758061 285.50000000000006 411.50000000000006 2491.5000000000005 4.0689902305603036 4.1666352748870858 842.50000000000011 1687.5000000000002 0.0030856421217322354 4.2696731090545663 1.5000000000000002 0.67317211627960216 0.7117813527584077 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 7 -4 -3 11 10 17 25 13 -13 -14 16 -6 -7 20 -20 21 -8 -21 24 -16 46 27 -18 29 -29 -15 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19.7337 12.4066 16.8285 7.65616 3.76213 3.89404 10.5505 9.43557 3.59869 13.1403 3.20875 9.93157 7.84724 2.4515 3.45247 1.33748 9.17233 9.34449 0.944616 0.783887 0.573772 2.8923 2.27409 2.08433 1.21009 6.71208 5.87914 3.50366 2.64716 1.66932 8.39987 4.38215 4.20529 4.10716 1.61757 0.452943 2.115 7.96224 6.47968 4.04668 1.68013 2.36655 1.73983 1.48256 8.80789 7.97763 7.50418 6.51828 0.985901 5.84711 7.3271 4.42656 3.2779 internal_count=31759 28291 3468 1671 23417 4874 1797 1602 1523 3272 1643 1473 729 342 387 7289 6484 443 881 208 673 539 154 339 115 744 6462 380 273 240 262 204 134 105 472 419 250 196 126 6082 2543 2473 2458 690 151 224 639 530 319 122 197 139 109 1200 1095 1051 929 122 825 1629 923 670 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=63 num_cat=0 split_feature=1 1 1 11 1 1 11 17 1 16 16 6 9 1 6 5 2 2 4 7 15 7 8 8 2 7 16 9 4 16 8 8 7 1 15 15 16 2 16 8 8 7 7 16 15 8 36 8 8 15 15 4 7 15 16 4 2 8 7 18 36 36 split_gain=5.98939 0.768886 1.11024 1.70829 0.682398 0.598738 0.493983 0.238902 0.158527 0.163943 0.516543 0.160659 0.126887 0.103504 0.101232 0.099603 0.0983601 0.1934 0.0837874 0.0781678 0.100605 0.0731434 0.0978007 0.0699642 0.065744 0.0640384 0.061725 0.120637 0.0608274 0.0650801 0.0599434 0.0832899 0.10625 0.071499 0.0827453 0.0647337 0.0891473 0.0775739 0.0817442 0.0637871 0.0784717 0.0596424 0.0760904 0.0817227 0.0572157 0.0842522 0.0788627 0.0908641 0.0778469 0.0562415 0.053327 0.0745078 0.0765315 0.0527895 0.0749763 0.0683314 0.0511847 0.0504772 0.0495684 0.0483396 0.0482231 0.0636908 threshold=4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1.5000000000000002 112.47328948974611 12.500000000000002 1.7623287439346316 1.7827476859092715 0.030409522354602817 1.0000000180025095e-35 3.5000000000000004 0.0013005090877413752 1758.5000000000002 134.50000000000003 179.50000000000003 1.0000000180025095e-35 24.500000000000004 2.5778791904449467 16.500000000000004 2386.5000000000005 2117.5000000000005 29.500000000000004 30.500000000000004 1.4056257605552676 2.5000000000000004 62.500000000000007 2.0348922014236455 2162.5000000000005 2220.5000000000005 28.500000000000004 5.5000000000000009 7.4126620292663583 2.6761518716812138 1.4437234997749331 51.500000000000007 1.5342780351638796 1800.5000000000002 1856.5000000000002 19.500000000000004 17.500000000000004 0.4209286123514176 4.3719887733459482 1998.5000000000002 0.066850911825895323 1730.0000000000002 2305.5000000000005 0.12157835811376573 10.893797397613527 306.50000000000006 258.50000000000006 3.5017241239547734 2.0738666057586674 19.500000000000004 636.50000000000011 1305.0000000000002 71.500000000000014 1.5000000000000002 0.00049094349378719937 0.0032193338265642528 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 30 -4 7 14 9 16 -11 15 -13 44 28 -10 -6 19 -16 -18 23 22 24 -21 -17 -8 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37.8959 25.9486 7.34326 6.41462 17.6524 12.4393 2.94809 5.21313 0.73359 22.6739 5.29904 4.47954 9.49117 4.23269 4.1319 0.975053 0.779104 4.39374 0.625086 0.594797 0.334742 0.928648 3.76865 2.36498 1.16714 0.229306 20.2436 10.1298 1.98039 10.1138 5.84336 4.2704 1.38243 2.88797 1.89611 4.89555 3.37363 1.11558 0.156958 0.107618 12.835 3.12895 9.70609 7.67128 2.38643 9.83888 0.958622 0.298926 0.0752166 2.72223 1.61338 1.10884 0.947805 3.70698 2.03481 8.14942 0.93783 0.693861 internal_count=31759 20405 18715 16852 11354 1863 16504 15645 8918 4048 675 4870 542 1690 11403 4328 3373 1554 8148 287 254 4308 271 193 205 859 4037 2449 3255 537 2436 1328 251 1108 737 371 135 236 143 628 423 4242 300 232 881 208 673 539 154 809 3942 967 172 657 402 255 109 6963 134 1077 2718 1797 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 35 7 8 35 18 7 19 2 15 15 2 17 7 15 7 7 17 36 6 15 8 19 7 8 7 7 18 17 18 17 17 15 36 8 15 17 15 8 36 17 17 11 8 4 36 6 6 8 8 7 7 2 17 4 17 7 split_gain=11.154 2.6688 2.49012 0.942403 0.838303 0.404165 0.1352 0.0947201 0.100728 0.0736903 0.0696405 0.0710772 0.0875851 0.0962718 0.0574377 0.0583977 0.0954077 0.0972571 0.0880174 0.0907938 0.116663 0.0829409 0.108184 0.0771831 0.147801 0.0692699 0.0858002 0.067493 0.065961 0.0642079 0.0563365 0.0640713 0.0568156 0.0771767 0.0529508 0.0633528 0.0662003 0.087333 0.0515533 0.0487146 0.0481913 0.0706813 0.0700542 0.0668024 0.0765553 0.0477573 0.0465921 0.045415 0.0444581 0.1028 0.0433192 0.0418519 0.0600853 0.0486343 0.114384 0.0502495 0.0508148 0.0882435 0.0747425 0.0801565 0.0785775 0.0468437 threshold=0.22500000149011615 0.095454547554254546 0.41666667163372045 0.75000000000000011 0.051315790042281158 0.15476191043853763 0.29166667163372045 742.00000000000011 1469.0000000000002 0.11805555596947671 8.5000000000000018 16.500000000000004 1.5000000000000002 81.500000000000014 0.069039992988109603 0.80640041828155529 43.500000000000007 8.4244761466979998 43.500000000000007 1.1879528760910036 52.500000000000007 51.500000000000007 3.7990955114364628 0.13852342963218692 0.012868207879364492 1.8736174106597903 1871.5000000000002 1.5000000000000002 19.500000000000004 2326.0000000000005 45.500000000000007 42.500000000000007 1.5000000000000002 3.7990955114364628 7.5000000000000009 4.1318702697753915 4.876204490661622 0.9817766845226289 0.0051434377674013385 2244.5000000000005 4.3719887733459482 35.274236679077156 7.4126620292663583 1719.5000000000002 0.066850911825895323 4.5144412517547616 22.874994277954105 1.0000000180025095e-35 2187.5000000000005 13.500000000000002 0.0036516865948215131 0.053343694657087333 0.023635640740394596 1939.0000000000002 1819.5000000000002 21.500000000000004 29.500000000000004 35.500000000000007 11.584420204162599 19.500000000000004 18.969889640808109 283.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 9 40 8 -7 -3 11 12 13 -6 -10 21 -17 -18 28 -20 -21 -16 -23 24 27 46 -27 -24 -19 39 31 32 33 -11 35 38 37 45 50 47 43 -42 -43 -2 -45 -37 -22 -28 49 -35 -13 52 53 54 -8 -55 -57 -58 -59 60 -60 -61 right_child=2 5 3 -5 10 7 51 -9 14 30 -12 34 -14 -15 15 16 17 18 19 20 25 22 23 -25 -26 26 29 -29 -30 -31 -32 -33 -34 48 -36 36 -38 -39 -40 -41 41 42 -44 44 -46 -47 -48 -49 -50 -51 -52 -53 -54 55 -56 56 57 58 59 61 -62 -63 leaf_value=-0.052013552888529317 0.01415552052297068 -0.018162712758512996 0.026978435306559485 0.054797507316179675 -0.015792374417986935 0.010516235221821511 0.0099426900592698535 0.016256831569569894 -0.018934006497448124 0.0050278642936950873 -0.041767719151170613 -0.031902199396006928 -0.035323639837640128 0.026177166652830576 0.013559587917114667 -0.025579073210152556 0.010468295525918263 -0.0050675258379234631 -0.018069321730865059 0.02127695833580141 0.015052475155586255 -0.020432167575604454 0.0051884605484140874 -0.016907009271977001 0.020435841221788362 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0.0141997 internal_weight=93.2619 51.0491 42.2128 15.683 14.4857 36.5634 26.5298 17.6405 17.0587 18.9229 9.88404 9.21609 0.856073 0.592781 15.9782 15.2456 10.1752 9.54193 8.67874 6.24007 5.27347 5.07045 4.1716 3.42507 2.89192 4.76138 3.4524 1.97874 2.43867 2.88199 11.8978 3.4279 3.02204 2.55281 8.36002 8.23115 6.6686 0.501718 1.56255 1.98481 12.5867 3.06003 1.91394 9.52672 8.21668 0.346653 1.30898 1.19267 2.012 1.01281 0.730595 13.943 13.1678 11.6174 2.67463 8.94279 8.0736 7.35 6.27793 4.77571 1.68252 3.09319 internal_count=31759 28291 3468 1671 23417 4874 1797 1602 1549 3272 7084 6468 355 154 1473 1408 945 889 823 572 487 463 385 316 264 450 328 194 251 273 1643 443 418 354 6113 6087 5088 159 999 182 881 208 143 673 595 116 122 124 293 142 393 916 870 779 161 618 559 507 428 324 119 205 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 1 7 8 1 7 5 36 2 5 4 17 36 6 5 7 19 2 15 35 8 8 2 4 6 33 4 1 7 7 15 15 36 6 15 16 8 33 7 7 5 2 36 15 15 33 8 33 36 8 5 6 19 2 17 7 8 split_gain=10.8342 2.53256 2.42544 0.890706 0.806202 0.38102 0.141204 0.0848324 0.0908537 0.075248 0.0727373 0.0565404 0.0891912 0.0537282 0.0515784 0.0715759 0.0616973 0.0547822 0.0498243 0.0811814 0.0527832 0.0912402 0.118942 0.0556366 0.0467191 0.0624856 0.140663 0.213993 0.0646924 0.0738474 0.0658769 0.0533215 0.0456083 0.0441407 0.0571845 0.0424529 0.0775046 0.0916843 0.0618104 0.0570057 0.0422399 0.0591291 0.0517598 0.0413014 0.0614543 0.0511094 0.0838582 0.0684374 0.0490656 0.0614604 0.0421424 0.0421143 0.0408153 0.0764455 0.0475149 0.041283 0.116559 0.040412 0.0738695 0.112075 0.0397598 0.0397283 threshold=0.22500000149011615 0.095454547554254546 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 5.5000000000000009 2.5000000000000004 742.00000000000011 1469.0000000000002 7.5000000000000009 13.500000000000002 1483.5000000000002 0.061769187450408942 77.500000000000014 2223.5000000000005 3.5000000000000004 8.7027754783630389 0.018041322939097885 0.030409522354602817 1758.5000000000002 16.500000000000004 1.5000000000000002 103.50000000000001 2.1729581356048588 0.18333333730697635 1982.5000000000002 2158.5000000000005 115.50000000000001 2.5000000000000004 0.0054019486997276553 0.0095044230110943335 12.500000000000002 15.500000000000002 45.500000000000007 42.500000000000007 0.53972765803337108 1.2579915523529055 0.016039760783314708 0.0013005090877413752 3.1425824165344243 2.0954499244689946 1851.5000000000002 0.011713660787791015 190.50000000000003 155.50000000000003 3328.5000000000005 150.50000000000003 0.0154100195504725 6.167635679244996 1.8401680588722231 0.010001746937632562 1998.5000000000002 0.010389085393399002 0.049439901486039169 1709.5000000000002 2418.5000000000005 0.012868207879364492 1.0000000180025095e-35 50.500000000000007 10.535490036010744 24.500000000000004 2085.5000000000005 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 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0.0271235 internal_weight=90.937 49.8342 41.1028 15.1838 14.046 35.7882 25.919 17.2688 16.6974 18.5193 12.3131 11.7325 11.1169 1.79458 9.32232 8.43553 6.43133 2.0042 9.79319 8.78084 8.69502 0.840335 0.541925 0.367651 15.6382 7.1214 5.1398 1.48256 3.65724 2.67341 1.10185 1.9816 7.85468 11.6422 3.34343 5.64662 4.95961 4.1011 2.33481 1.76629 2.94794 2.44964 2.10668 8.51678 6.57549 5.95823 1.50784 4.45039 3.09415 2.4529 1.56906 1.94129 8.29881 1.7098 1.42273 6.58901 1.63962 13.6059 12.9228 10.0057 8.73566 11.2159 internal_count=31759 28291 3468 1671 23417 4874 1797 1602 1549 3272 881 849 800 129 671 610 465 145 7289 6484 6462 380 160 132 1473 729 541 130 411 312 117 188 6082 1643 443 400 352 289 161 128 418 363 323 744 557 509 122 387 258 203 126 187 1200 303 262 897 178 916 872 663 580 947 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=63 num_cat=0 split_feature=1 1 1 11 1 11 1 33 19 1 7 17 7 7 1 1 36 15 17 9 5 9 36 7 7 16 18 18 7 7 7 17 7 7 7 17 5 16 16 36 33 7 2 36 15 12 17 17 17 19 15 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226.21659088134768 6.5000000000000009 3709.5000000000005 1.0000000180025095e-35 0.012684761546552183 68.500000000000014 14.500000000000002 0.77896490693092357 8.5000000000000018 7.5000000000000009 12.500000000000002 21.500000000000004 44.500000000000007 20.742815017700199 78.500000000000014 19.500000000000004 25.500000000000004 9.8720703125000018 3623.5000000000005 1.6944602131843569 2.0527021884918217 0.0035100311506539588 0.00049596783355809759 38.500000000000007 62.500000000000007 0.10821930319070817 0.50056946277618419 1.0000000180025095e-35 156.97328948974612 46.661594390869148 28.650697708129886 8.5000000000000018 2.5778791904449467 3207.5000000000005 1.5000000000000002 6.3403087551705553e-05 102.50000000000001 1.0000000180025095e-35 0.0063392203301191339 7.5871794223785409 1.8092880964104555e-05 3.2572544813156132 0.013420183211565019 6030.5000000000009 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 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num_cat=0 split_feature=35 35 1 1 1 1 1 1 8 8 8 18 18 7 8 8 7 8 16 16 7 7 8 16 15 8 8 15 16 8 16 4 6 17 16 16 16 17 17 8 5 4 16 17 1 7 8 4 7 17 5 16 5 11 19 6 2 11 7 2 35 17 split_gain=9.27121 2.36704 2.07313 0.706899 0.597611 0.367889 0.178196 0.119822 0.0572119 0.0520988 0.0727637 0.0439072 0.0657732 0.0439592 0.0907201 0.0419252 0.0499144 0.0447071 0.0415859 0.0786455 0.0412031 0.0401964 0.0387178 0.0606592 0.0406239 0.0607204 0.0674389 0.0556452 0.110508 0.095525 0.0900239 0.0647911 0.0869833 0.0544155 0.0776978 0.0548767 0.142785 0.0589995 0.0591465 0.0525156 0.048035 0.0445833 0.0431986 0.0452602 0.0401297 0.0376993 0.0365097 0.0405102 0.0506553 0.0412053 0.0730954 0.0690997 0.0578101 0.066436 0.116426 0.0667579 0.0599814 0.0360022 0.0350859 0.0519602 0.0342079 0.0332749 threshold=0.22500000149011615 0.074175827205181136 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 12.500000000000002 2.5000000000000004 9.5000000000000018 1349.5000000000002 1436.5000000000002 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61.559431076049812 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 9 -1 -4 8 -6 -3 -11 12 13 14 -7 16 17 20 19 -15 -9 -17 -10 24 25 40 -27 30 -29 -30 33 44 39 34 -28 36 37 42 -39 -33 -24 -26 43 -35 -31 -42 -8 48 49 50 51 52 -48 54 56 -55 -54 -47 -37 -60 -32 -51 right_child=2 4 6 -5 7 11 46 15 22 10 -12 -13 -14 18 -16 21 -18 -19 -20 -21 -22 -23 23 -25 41 26 27 28 29 31 60 32 -34 35 -36 58 -38 38 -40 -41 45 -43 -44 -45 -46 57 47 -49 -50 61 -52 -53 53 55 -56 -57 -58 -59 59 -61 -62 -63 leaf_value=-0.052370411901295988 0.054362828618343184 -0.016767657440684779 0.013880445240240891 0.027739046602030932 0.0066010722361995169 -0.035403874433166255 0.016580759950109158 -0.029358805433469137 -0.031950054644841651 0.014910696118649961 -0.0026720428724615036 -0.049231310498281035 0.004629636709732661 -0.036617134602650307 0.0071464189964619831 -0.040375537612903106 -0.022448373643835118 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0.15359 0.321147 10.4477 3.8734 14.4455 1.01757 13.4279 12.864 0.772139 0.282288 5.67838 3.0649 2.61348 2.39795 internal_count=31635 4250 27385 1626 8029 2624 19356 3295 1706 1670 5594 1616 2435 840 669 571 171 776 717 461 367 107 260 187 256 3942 3010 137 523 470 158 312 225 151 2873 921 813 396 278 417 322 280 181 3219 1340 1879 1321 510 143 367 918 2701 2364 140 2224 2132 932 402 1652 840 812 603 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=63 num_cat=0 split_feature=35 1 35 1 1 35 1 7 1 8 4 1 17 16 8 8 7 8 11 15 2 4 15 8 7 19 8 8 7 7 7 7 4 11 1 33 7 16 5 4 17 8 4 8 16 8 15 15 15 5 33 5 16 16 33 15 18 15 4 15 8 5 split_gain=6.96222 2.16289 1.2366 0.447651 0.363503 0.352799 0.160326 0.05589 0.0493295 0.0484023 0.0448922 0.0468843 0.0363435 0.0334305 0.0340239 0.0376615 0.0291883 0.0278282 0.0348269 0.0445593 0.143168 0.114417 0.0497733 0.0363042 0.069665 0.0308492 0.0276764 0.0736313 0.0460985 0.0272985 0.0455744 0.0299083 0.0314232 0.0287555 0.0269344 0.0296958 0.0535061 0.0422821 0.0364607 0.0302522 0.0277125 0.0673919 0.0426608 0.0255222 0.0253107 0.0251649 0.0251617 0.0693199 0.0701026 0.0482664 0.0530677 0.0496809 0.0994217 0.0437222 0.0366586 0.0241244 0.0241174 0.0281217 0.0503152 0.0479509 0.0655796 0.046022 threshold=0.18333333730697635 1.5000000000000002 0.064583335071802153 1.0000000180025095e-35 7.5000000000000009 0.29166667163372045 14.500000000000002 12.500000000000002 9.5000000000000018 1408.5000000000002 321.50000000000006 3.5000000000000004 312.59213256835943 0.95441991090774547 2538.5000000000005 1613.0000000000002 97.500000000000014 1698.5000000000002 1.0000000180025095e-35 2.4346531629562382 113.50000000000001 12.500000000000002 6.8198053836822519 1978.5000000000002 69.500000000000014 11.500000000000002 2396.5000000000005 2323.5000000000005 68.500000000000014 98.500000000000014 79.500000000000014 80.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.0078205568715930002 305.50000000000006 0.82616895437240612 2440.5000000000005 6.5000000000000009 9.5234556198120135 2208.5000000000005 18.500000000000004 2029.0000000000002 2.8183357715606694 1436.5000000000002 0.56415244936943065 1.0868572592735293 1.2354248166084292 2265.5000000000005 0.021774853579699997 2528.5000000000005 1.2246724367141726 1.416745185852051 0.00012755033094435933 0.069039992988109603 1.0000000180025095e-35 1.4008547067642214 11.500000000000002 2.4346531629562382 2020.5000000000002 2331.5000000000005 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=2 3 6 -2 12 9 -1 -8 -6 -3 11 13 34 16 15 -15 -11 -13 19 20 23 -21 -23 -19 -25 43 27 55 -29 30 33 -32 -33 44 35 36 38 -37 -4 -39 41 -40 -42 -20 -9 -36 49 54 -49 50 -47 -51 -53 -54 -48 -10 57 58 61 -59 -61 -5 right_child=1 5 4 56 8 -7 7 29 26 10 -12 17 -14 14 -16 -17 -18 18 25 21 -22 22 -24 24 -26 -27 -28 28 -30 -31 31 32 -34 -35 45 37 -38 39 40 -41 42 -43 -44 -45 -46 46 47 48 -50 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8.4682 8.01742 5.34776 4.32106 2.66966 0.997548 1.67212 1.13803 0.868898 1.0267 4.05235 7.41583 6.60236 3.29478 3.30758 2.29015 2.65631 internal_count=31635 4250 27385 1626 8029 2624 19356 3295 5594 1706 1670 1616 2435 840 669 576 171 776 717 461 304 157 113 232 196 256 3942 3010 137 3219 1669 252 233 1417 2364 776 575 201 498 129 421 142 279 221 1164 1588 1533 1060 824 473 204 269 197 145 236 2873 921 813 417 396 278 328 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=63 num_cat=0 split_feature=35 35 35 35 1 1 35 1 7 7 6 6 15 15 4 15 16 16 4 2 5 16 16 16 2 7 7 8 7 15 6 36 15 6 8 17 8 4 15 8 4 17 15 8 16 15 19 17 8 8 2 8 35 19 19 2 16 17 17 4 15 8 split_gain=6.74694 1.66494 1.55239 0.532659 0.422958 0.228533 0.176804 0.0487256 0.0449117 0.058476 0.0417052 0.042441 0.0396558 0.0515112 0.037772 0.0373552 0.044897 0.0515181 0.0340396 0.0433561 0.0408414 0.0729305 0.0688262 0.102065 0.0379224 0.034837 0.0616023 0.0333509 0.0328268 0.0426406 0.0336665 0.0729784 0.0398628 0.0344139 0.0313427 0.0437603 0.031107 0.0509171 0.0536438 0.038456 0.0483868 0.0383219 0.0448225 0.0310672 0.0296576 0.0296468 0.0291453 0.0458905 0.0286757 0.0276381 0.0269578 0.0377465 0.0245013 0.0244973 0.0242069 0.0308083 0.0445104 0.030544 0.0315953 0.0986419 0.0348879 0.0458346 threshold=0.22500000149011615 0.10555555671453477 0.41666667163372045 0.051315790042281158 1.0000000180025095e-35 5.5000000000000009 0.29166667163372045 4.5000000000000009 193.50000000000003 190.50000000000003 1.9776830413320571e-05 5.8236426411895088e-05 3.6584055423736577 4.2736186981201181 70.500000000000014 1.3502137064933779 1.1703408956527712 1.2365188598632815 7.5000000000000009 147.50000000000003 2223.5000000000005 1.6757618784904482 1.3886107802391054 1.1995646953582766 185.50000000000003 18.500000000000004 48.500000000000007 2041.5000000000002 17.500000000000004 5.270958900451661 0.0025011729449033742 0.025009293109178547 15.18903970718384 0.0013590090093202891 2229.5000000000005 7.6851511001586923 1760.5000000000002 1.0000000180025095e-35 0.11490123346447946 2209.5000000000005 2.5000000000000004 8.5349869728088397 0.45667015016078955 1438.5000000000002 1.372458338737488 4.677520990371705 1.5000000000000002 17.139128684997562 2635.5000000000005 1982.5000000000002 99.500000000000014 1687.5000000000002 0.064583335071802153 1.5000000000000002 11.500000000000002 358.50000000000006 1.3826509714126589 40.657915115356452 17.139128684997562 12.500000000000002 1.9896950125694277 2199.5000000000005 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 3 6 -1 -4 7 18 43 9 48 -7 -12 14 -14 15 16 36 -18 20 -20 -2 22 23 -22 -21 -26 -27 -28 -15 -30 33 -32 -33 -31 44 -36 -13 38 -38 49 -41 -42 -43 -3 -19 -29 47 -17 -5 -39 51 -46 -10 -54 55 57 -57 58 60 -60 61 -9 right_child=2 5 4 8 -6 10 -8 54 52 -11 11 12 13 28 -16 46 17 34 19 24 21 -23 -24 -25 25 26 27 45 29 30 31 32 -34 -35 35 -37 37 39 -40 40 41 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2.27228 0.514263 3.00093 2.74117 0.490435 2.25073 1.37142 0.943499 0.690128 7.48725 1.75802 1.56954 1.95683 0.773891 7.08623 0.879314 1.40685 1.02221 1.72705 1.41185 5.74457 5.25452 0.726827 4.52769 4.07913 1.07644 3.00269 2.49579 internal_count=31635 28213 3422 24104 1626 4109 1796 1632 7834 5693 2477 2417 2367 642 1725 1662 1193 518 878 494 384 241 188 144 379 339 315 254 575 495 424 215 166 209 439 130 675 639 105 534 334 250 186 828 309 178 469 152 5666 200 239 157 2141 1310 804 706 116 590 543 162 381 317 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=63 num_cat=0 split_feature=1 1 1 11 1 1 11 1 19 18 18 33 1 19 15 11 33 36 15 7 19 15 7 15 19 15 36 33 17 17 33 33 15 17 2 33 4 4 2 33 17 2 4 16 4 16 36 33 12 7 9 4 4 19 19 16 2 16 7 7 15 17 split_gain=4.36375 0.708955 0.486057 0.712923 0.391925 0.373308 0.212975 0.165632 0.110774 0.0733317 0.0835731 0.0677176 0.0671311 0.0615512 0.0607769 0.0551529 0.0535177 0.0712015 0.0628968 0.0517426 0.0732241 0.0466209 0.0585785 0.0465124 0.0450435 0.0415089 0.0492495 0.0413542 0.040387 0.0530003 0.0398312 0.039368 0.0900395 0.0522928 0.0542954 0.0426795 0.0377042 0.0585506 0.0554754 0.0354184 0.0371503 0.0493554 0.0363765 0.041085 0.0460132 0.0446336 0.0365733 0.0346033 0.0345039 0.0329115 0.0455415 0.0313348 0.0391807 0.0413928 0.0451366 0.0322014 0.0306389 0.0305469 0.0318557 0.0443121 0.0621518 0.0433732 threshold=4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.5000000000000002 10.500000000000002 20.500000000000004 16.500000000000004 10.500000000000002 0.00030081969453021889 3.5000000000000004 11.500000000000002 9.5782408714294451 1.5000000000000002 2.7172179670742484e-06 0.0017427999991923573 1.8736174106597903 82.500000000000014 2.5000000000000004 0.2052131071686745 50.500000000000007 10.192411422729494 1.5000000000000002 0.26954823732376104 0.028610562905669216 0.0020766495727002625 3.2572544813156132 3.6752222776412968 0.0032829939154908065 0.025298770517110828 0.5511007308959962 16.889680862426761 310.50000000000006 0.017650352790951732 37.500000000000007 31.500000000000004 163.50000000000003 0.022708874195814136 50.619184494018562 668.50000000000011 27.500000000000004 1.8269792795181277 12.500000000000002 1.1703408956527712 0.058494979515671737 0.0021613992284983401 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 0.77039563655853283 2362.5000000000005 1.9458439946174624 550.00000000000011 69.500000000000014 3.0268468856811528 9.3842577934265154 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -2 -4 8 21 11 10 12 13 14 48 57 39 18 -18 -14 20 -19 22 -6 -13 -21 26 -23 -10 -27 -30 -17 35 -33 -34 -35 -31 37 -9 -39 40 42 -42 43 44 45 46 -7 -11 51 -29 -51 -5 -53 55 -55 -54 -25 58 59 60 61 -3 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1.71546 2.24868 12.4657 0.725663 0.393918 11.74 11.1484 1.30269 10.9197 0.950387 0.796671 0.5365 9.9693 5.06058 4.35809 0.2275 8.50231 7.35024 1.50972 5.84052 5.28876 4.57461 3.5512 1.99261 0.899012 1.00855 0.135387 0.105053 0.99275 0.906461 0.692945 0.339856 0.353089 0.119811 7.24157 6.50802 5.99315 2.52538 1.83405 internal_count=31690 20420 18717 16839 11270 1878 16499 10453 15653 1703 1597 12259 1560 5943 801 927 759 566 193 500 220 4080 524 6316 280 3556 161 3394 3395 3236 135 3197 281 220 170 2916 6373 5027 193 792 700 147 553 495 428 346 198 106 5367 816 747 5359 4641 3809 1708 2101 607 727 663 609 235 163 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=63 num_cat=0 split_feature=35 35 35 35 1 1 35 35 15 18 11 16 36 2 17 16 16 8 7 8 36 2 8 5 2 1 7 4 17 2 15 17 17 8 15 15 8 15 2 16 8 5 5 36 7 7 9 7 17 7 2 2 2 8 2 8 15 2 36 16 15 15 split_gain=6.70562 1.4637 1.36666 0.629539 0.450107 0.262485 0.137475 0.0594707 0.0570429 0.0521185 0.0467841 0.0432424 0.0451978 0.0428961 0.0469392 0.0370904 0.0447985 0.0335922 0.0401556 0.0571293 0.0473713 0.0669956 0.0441172 0.0395643 0.0760259 0.0327109 0.0309699 0.0304308 0.0297061 0.0422043 0.0300158 0.0336563 0.0435979 0.0290583 0.0287957 0.0355499 0.0315627 0.0495907 0.0286637 0.0494586 0.0363151 0.028503 0.065878 0.0460707 0.0272353 0.0403196 0.0404521 0.0476698 0.0307559 0.0299593 0.0341538 0.0267026 0.0454039 0.0295029 0.0457362 0.0470199 0.0445309 0.0424692 0.0362111 0.0283871 0.0260623 0.0247802 threshold=0.22500000149011615 0.41666667163372045 0.11805555596947671 0.051315790042281158 1.0000000180025095e-35 5.5000000000000009 0.29166667163372045 0.080128207802772536 10.548237800598146 12.500000000000002 1.5000000000000002 2.5835057497024541 0.00015930808876873928 24.500000000000004 2.2745369672775273 0.7117813527584077 0.77039563655853283 1507.0000000000002 168.00000000000003 2080.5000000000005 0.052112976089119918 163.50000000000003 2018.5000000000002 3611.5000000000005 99.500000000000014 8.5000000000000018 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split_feature=35 35 35 1 1 1 1 1 7 7 7 8 1 6 33 36 2 4 4 2 2 8 16 6 33 1 7 4 4 4 16 11 16 7 7 8 36 36 36 18 4 33 2 8 7 19 2 33 2 36 8 8 4 6 4 11 11 7 4 33 16 8 split_gain=4.49432 1.01763 0.949369 0.266565 0.250541 0.223894 0.099998 0.0512202 0.0530504 0.111508 0.0395753 0.0369247 0.0299615 0.0251216 0.0362484 0.0245346 0.047064 0.0350294 0.051047 0.0244164 0.0946164 0.0347253 0.0428403 0.0782035 0.0470348 0.0247406 0.025094 0.0237597 0.0244446 0.0476892 0.0562207 0.0265839 0.0476398 0.0282619 0.0229384 0.0224627 0.0223423 0.0232183 0.0221333 0.0264998 0.0209986 0.0342729 0.0410278 0.0207521 0.0306961 0.0242125 0.0558915 0.0280606 0.0199694 0.0474351 0.0447363 0.0351254 0.030119 0.0244158 0.0444617 0.0193236 0.0247643 0.0202143 0.0188854 0.0293407 0.0341616 0.0182885 threshold=0.22500000149011615 0.41666667163372045 0.095454547554254546 9.5000000000000018 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 14.500000000000002 583.50000000000011 588.00000000000011 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1.2163543105125429 1558.5000000000002 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=2 6 3 -1 -3 12 40 8 -5 -10 43 -7 36 15 -15 16 -8 -18 -19 21 -21 22 23 -13 -25 61 48 28 -14 -30 31 33 -33 -31 -11 -28 37 -4 -17 -40 58 -42 -43 44 -9 46 -45 -48 50 -50 -27 -52 -51 -53 -55 56 57 -44 59 60 -2 -22 right_child=1 4 5 7 -6 11 13 10 9 34 -12 19 27 14 -16 38 17 18 -20 20 25 -23 -24 24 -26 26 35 -29 29 30 -32 32 -34 -35 -36 -37 -38 -39 39 -41 41 42 55 45 -46 -47 47 -49 49 52 51 53 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=-0.051766917023997376 0.025619394282776983 0.052733103923328688 0.0071847388977881446 -0.024391173380931597 0.028876318625647657 0.0089271254212084893 0.016016376650800843 -0.041965649938730532 0.061474559583714519 0.0081893795275151324 -0.065405013786271102 0.022367196870901794 -0.011537566877247267 -0.0077676606552351327 0.0094514378450292966 0.019173118453364901 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400 295 182 1395 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=63 num_cat=0 split_feature=35 35 35 35 1 1 35 1 1 1 7 7 7 11 16 7 2 16 5 6 36 17 2 17 15 5 15 16 15 16 16 2 2 16 7 2 2 2 36 6 15 19 7 15 6 6 16 2 16 7 2 15 36 19 19 36 16 7 18 15 7 15 split_gain=4.38548 0.990159 0.926406 0.253728 0.240217 0.218635 0.098742 0.0373911 0.0310807 0.0285563 0.028237 0.072417 0.0249333 0.0248923 0.0220077 0.0372441 0.0221508 0.0313307 0.0207555 0.0306282 0.0211397 0.0201227 0.0299977 0.0196177 0.0248094 0.022399 0.0296887 0.030514 0.0399709 0.0292041 0.0403662 0.0183191 0.0487605 0.0382766 0.0206918 0.0313241 0.0616085 0.0277315 0.0182965 0.0225451 0.0288293 0.0284266 0.032437 0.0448511 0.0244016 0.0185019 0.0218632 0.0299524 0.018207 0.0205142 0.0210128 0.0321382 0.0268352 0.0260584 0.042569 0.024911 0.0426282 0.0181 0.0177526 0.0173066 0.0307999 0.0296671 threshold=0.22500000149011615 0.41666667163372045 0.095454547554254546 0.051315790042281158 1.0000000180025095e-35 5.5000000000000009 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2276.5000000000005 132.50000000000003 53.69328689575196 25.500000000000004 1.372458338737488 2455.5000000000005 0.015811788849532608 1.0281721353530886 100.50000000000001 8.5349869728088397 0.0027838449459522967 25.500000000000004 204.50000000000003 272.50000000000006 1.3933926224708559 2152.5000000000005 0.056529114022850997 0.14282229542732242 0.044127343222498901 1.1347281932830813 30.500000000000004 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 4 23 6 -1 -4 37 -6 9 22 -11 12 13 14 -10 16 -16 -13 19 -19 -15 -22 -5 25 -25 -2 27 -26 -28 -29 -30 -32 -12 -9 35 -35 -33 38 39 -3 41 43 -43 45 -40 -39 47 48 -46 51 -51 53 -53 -50 55 -54 -48 58 59 -8 61 -61 right_child=2 3 5 8 7 -7 57 33 11 10 32 17 -14 20 15 -17 -18 18 -20 -21 21 -23 -24 24 26 -27 28 29 30 -31 31 36 -34 34 -36 -37 -38 40 44 -41 -42 42 -44 -45 46 -47 56 -49 49 50 -52 52 54 -55 -56 -57 -58 -59 -60 60 -62 -63 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2.47035 1.77258 1.45237 0.948513 0.594384 1.18517 2.47556 2.26406 0.105878 2.15819 1.99899 0.197625 1.80137 1.09958 4.58994 3.32368 3.14477 0.431653 2.71312 2.51568 0.333317 2.18236 1.26627 1.1147 0.83759 4.22505 internal_count=31374 28815 2559 4956 23859 1668 3262 7949 1694 810 2371 884 821 747 694 512 458 403 187 216 144 161 110 724 614 454 117 337 246 168 120 891 690 201 638 261 377 281 216 157 101 182 5578 5002 203 4799 4678 407 4271 176 1632 1094 1012 100 912 850 116 734 538 487 368 946 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 35 35 35 33 33 19 4 4 15 15 4 19 36 6 3 7 19 15 4 4 7 33 3 3 15 16 16 8 8 16 7 4 6 9 6 6 36 36 15 7 15 3 8 33 35 19 8 7 19 6 4 36 6 6 36 36 split_gain=3.36088 1.06208 0.476511 0.303459 0.198598 0.18129 0.0698234 0.0286003 0.0234743 0.0197634 0.0448477 0.0256518 0.033967 0.0267726 0.0196052 0.0290538 0.0232597 0.0256398 0.0210376 0.0231232 0.0233767 0.0195069 0.0196881 0.03422 0.0227509 0.0187877 0.0183264 0.0374815 0.0361294 0.021844 0.0232097 0.0208914 0.0195905 0.0182317 0.0358142 0.0268934 0.0187595 0.0261383 0.0251718 0.0174593 0.0199098 0.0284105 0.0198902 0.0253248 0.0466761 0.0188331 0.0176058 0.0415942 0.0297587 0.0389994 0.0172073 0.0170958 0.0169723 0.0165344 0.0185226 0.0157012 0.0188921 0.0261182 0.0250586 0.0212822 0.0195138 0.0196186 threshold=0.29166667163372045 0.11805555596947671 0.41666667163372045 0.051315790042281158 0.18333333730697635 0.75000000000000011 0.095454547554254546 0.22500000149011615 0.15476191043853763 0.0023791798157617454 0.0013590090093202891 2.5000000000000004 8.5000000000000018 2.5000000000000004 1.5008772015571596 0.96031165122985851 10.500000000000002 6.5000000000000009 0.01884652674198151 0.018187887035310272 4.0163424015045175 16.500000000000004 1.5000000000000002 7.2049653530120858 339.50000000000006 1.0000000180025095e-35 262.50000000000006 0.0048976708203554162 7.0409741401672372 6.5475022792816171 0.14090711623430255 0.75284749269485485 1.0281721353530886 1819.5000000000002 1939.0000000000002 1.7032960057258608 64.500000000000014 86.500000000000014 0.0025011729449033742 1.0000000180025095e-35 0.0045030717737972745 0.0030124563490971927 0.14282229542732242 0.050378885120153434 0.601871818304062 109.50000000000001 2.9118093252182011 5.7945356369018564 2278.5000000000005 4.0508530219085521e-05 0.060661764815449722 1.0000000180025095e-35 2614.5000000000005 40.500000000000007 1.5000000000000002 2.6642590455594476e-05 131.50000000000003 0.14282229542732242 0.025349418632686142 0.019428785890340809 0.074652116745710387 0.030124640092253688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 33 -1 8 -4 21 25 26 10 11 12 13 -9 15 18 -16 -18 -11 20 -20 22 23 -5 -24 -6 28 -28 29 30 -3 -32 -29 -2 -35 36 53 38 -38 45 41 46 43 44 -42 -10 48 -48 49 -41 51 -23 55 54 -36 -8 57 58 59 60 61 -57 right_child=2 4 5 6 7 -7 52 9 39 14 -12 -13 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0.0007320374127852276 -0.001606907828491893 0.023547906608794938 0.012355285199006838 0.021712039643294396 0.012950044459858749 -0.019572143602585284 -0.0087626343900282736 0.0133371811901698 -0.015032034370951915 -0.0031097989857562869 -0.027409779916965152 -0.00041030302154361888 -0.011854809375588079 -0.0044344902286721352 -0.024939178461008994 -0.037643977180285081 -0.030261368057291994 0.027060845250407851 0.022172994903723278 -0.012068335710958195 0.0044091309504566828 -0.032351519256521584 0.0060777722969259061 -0.033614100679250185 0.003287866173797953 -0.022875725686708197 leaf_weight=0.93624026359267443 0.90444683068198894 0.38730370411212955 4.110918149832969 0.16992615493995789 0.47708076037815583 1.1119191454637869 0.13917288688207996 0.5543992008315406 0.27965561780729364 0.31269284564768929 0.35762146052729793 1.3193305423992567 0.40812695712520508 0.38904460606136126 0.31331668753409736 0.38748669449705619 0.48205045468057506 0.35717036353889853 0.30648625304456778 0.32040984174818732 0.37687928258674219 0.039378434024002096 0.11970702278438239 0.084832489781547338 0.032595966709777713 4.1924581727507757 0.44621488427219436 0.19283734257624019 0.30398828501347441 0.19615058094495896 0.21442570099316105 3.5409515745832323 0.17726670470437966 0.50496930512599636 0.4346356570167702 0.38939298393233901 0.3998760104368565 0.40522809600224707 1.6749912320010478 0.25365969873382732 0.27079573553055503 0.37514277343871061 0.41252146952319879 0.43937699496746063 0.33143092316458933 0.22632499266183004 0.23221376162837259 0.36983095355208206 0.32695292545031407 0.32578307554649655 3.1285182878249529 0.45976670526329144 0.18221191872726183 0.45142247155308723 0.47587566429865547 1.7286681757432258 0.13570453137072025 0.19504185041296285 0.15552187233697612 0.13906424478773249 0.16155469576915482 0.554654215584378 leaf_count=16114 138 87 946 136 86 722 38 90 62 51 56 172 68 60 47 48 71 61 46 47 67 121 230 37 10 724 165 86 87 49 88 1025 43 66 68 71 69 60 279 44 45 73 85 77 78 62 52 87 79 75 4408 2001 172 61 79 730 91 120 62 63 54 285 internal_value=-4.23462e-05 -0.00913958 0.023589 -0.0240869 -0.00284482 0.0344717 -0.020705 0.00184962 -0.00817091 0.00416808 0.00135405 0.00358048 -0.00126077 0.0039526 0.00715157 0.0105583 0.00211494 0.00645502 0.00701616 0.00348836 -0.00170803 -0.0251501 -0.0147714 -0.00626922 -0.0289931 -0.00107232 -0.0102784 -0.0171873 -0.00906368 -0.0078962 -0.00866817 -0.00987006 -0.0289514 0.0135128 0.0147549 0.013253 0.014522 0.0119329 0.00966444 -0.00517764 -0.00386558 -0.00725861 0.000529536 0.00420965 -0.00244968 -0.0138326 -0.00419629 -0.0108242 0.000206116 0.00701154 -0.0263147 -0.0349359 -0.015417 0.0192367 0.0153575 -0.0145743 -0.0138297 -0.0146731 -0.0134144 -0.0145876 -0.0135054 -0.0146936 internal_weight=39.0836 28.2199 10.8637 8.36256 19.8574 5.22284 7.42632 10.5546 9.30283 5.88502 3.02852 2.6709 1.35157 0.943444 2.85649 1.70395 1.15254 0.839221 1.31647 1.00378 0.683366 4.03473 0.407062 0.254759 0.152303 4.66954 5.45914 0.816319 4.64282 4.33883 4.14268 3.75538 0.370104 5.64084 4.73639 4.23142 3.84203 2.4801 2.07487 3.84369 3.33771 1.88358 1.45413 1.0416 0.602227 0.505981 1.50844 0.602045 0.906396 0.579443 3.62766 0.499145 3.39159 1.36193 0.910511 3.20938 3.07021 2.93451 2.73946 2.58394 2.44488 2.28332 internal_count=31374 28815 2559 24672 4143 1668 8558 1694 2449 884 446 390 218 150 438 259 179 132 211 160 113 6943 413 173 240 810 1630 294 1336 1249 1200 1113 129 891 753 687 616 408 348 819 695 410 285 200 123 124 337 139 198 119 6530 2122 1615 208 147 1443 1405 1314 1194 1132 1069 1015 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 1 35 1 5 2 2 6 19 5 36 6 17 1 17 7 17 7 33 9 5 36 7 7 7 19 5 7 7 7 18 2 19 2 33 17 33 7 7 7 17 17 33 36 36 33 33 17 2 4 11 11 17 11 9 7 36 36 split_gain=3.57033 0.88659 0.789735 0.211741 0.203134 0.189929 0.116869 0.0422875 0.0276305 0.0261899 0.0375967 0.0358886 0.0259777 0.0409916 0.0289441 0.0305262 0.0273539 0.0235 0.0232866 0.0329505 0.036498 0.0352752 0.0229368 0.0225589 0.0258473 0.0256492 0.0233887 0.0229383 0.0220958 0.0334229 0.0218036 0.0315793 0.0207069 0.0313761 0.0200059 0.018791 0.0368753 0.0201272 0.0276056 0.0186439 0.016706 0.0165489 0.0343182 0.0175637 0.019216 0.0159715 0.0181754 0.0155309 0.0279391 0.0225527 0.0151945 0.0150932 0.0143462 0.0526404 0.0233773 0.0140689 0.0171868 0.0223019 0.0163155 0.0138027 0.0143628 0.042928 threshold=0.22500000149011615 0.41666667163372045 0.10555555671453477 0.064583335071802153 0.15476191043853763 1.0000000180025095e-35 0.29166667163372045 14.500000000000002 1452.5000000000002 105.50000000000001 141.50000000000003 0.0093348738737404364 1.5000000000000002 1901.5000000000002 0.021703628823161129 0.00026733726554084575 11.771689414978029 7.5000000000000009 16.149692535400394 48.500000000000007 3.5729726552963261 26.500000000000004 0.0013241301639936867 6.5000000000000009 3216.5000000000005 0.00019810319645330313 534.50000000000011 123.50000000000001 71.500000000000014 1.5000000000000002 5201.5000000000009 81.500000000000014 20.500000000000004 36.500000000000007 5.5000000000000009 107.50000000000001 1.5000000000000002 189.50000000000003 0.00017080303950933742 25.584842681884769 0.026916937902569774 155.50000000000003 100.50000000000001 36.500000000000007 4.6336112022399911 32.413911819458015 0.016195861622691158 0.016604437492787841 0.052112976089119918 0.0097255823202431219 0.0006130895926617087 10.535490036010744 36.500000000000007 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.3221905231475839 2.5000000000000004 3.5000000000000004 26.500000000000004 0.034133452922105796 0.053141605108976371 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 7 9 -3 18 -1 -8 12 11 -11 17 -14 15 -15 -16 41 19 21 -21 -2 -19 24 26 -25 -6 28 29 -26 31 34 -20 -34 -12 -9 37 38 -37 -33 52 42 43 44 -4 -41 -47 -35 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0.14682335856196005 0.30407321326043746 0.29699301329674233 0.35483331378782157 0.74431242723949231 0.619340005228878 0.33187200410247897 0.34240144725481503 0.45424800299952017 0.3021520675974898 0.32058569457149122 0.24758704812847998 0.279664955145563 0.47132674982458411 0.17527596309082571 0.28149348014994746 0.29323415784165296 0.99166199424507828 0.15987452054832818 0.063612196856411174 0.2880916443074284 0.044454026122366486 0.06280020022586541 0.15402495457237808 0.34673999832011748 0.42744464685529227 0.23448495613411058 0.72028806224261643 0.20129345315217506 1.0334178320517819 0.12944034504471336 0.70962949396925956 0.35248883128224406 0.41405150992795825 0.30949024781875778 0.46215569425839931 0.27544074592879031 3.9640695018097176 0.32421896344749257 0.32837099211587872 0.91318370394378667 0.32977256508456765 0.26722238925867714 3.5986520396738797 0.11372274424685003 0.13628989054996055 leaf_count=16041 65 725 64 486 1103 525 40 1559 88 132 395 77 52 28 66 135 57 112 35 63 122 90 139 58 71 55 84 52 60 98 43 105 51 142 38 60 1453 92 95 65 50 144 60 176 66 435 68 118 46 77 60 70 32 632 54 75 210 68 52 4049 60 139 internal_value=-0.00053863 0.0169698 -0.0139552 -0.0290768 -0.00788606 0.0342815 0.00920318 -0.0435271 0.0142186 -0.0140826 -0.0112086 0.000114098 -0.0172892 -0.010311 -0.00626301 -0.0139061 0.00516869 -0.0200606 0.00408399 0.000579205 -0.0039763 0.00760555 -0.0283031 -0.00254756 -0.0017861 -0.0115286 -0.00338768 0.00352113 0.00739933 0.00367797 -0.0134243 -0.012409 0.00703351 0.00568412 -0.00680813 -0.0361931 -0.0289612 -0.0105582 -0.00038183 -0.017174 0.0150031 -0.0170951 -0.0143629 -0.0180475 -0.00943241 -0.0146773 -0.0166813 0.00752142 0.00427037 0.0108888 -0.00486938 -0.00812217 0.014284 0.0154909 0.00848168 0.0291394 0.0259327 0.0236785 0.0204669 -0.0231313 -0.0170398 -0.00720195 internal_weight=37.998 16.4851 21.5129 6.16137 15.3515 5.10534 11.3798 1.79608 5.74818 7.10477 3.74663 0.613159 3.35814 0.954576 0.828171 0.49633 0.331841 2.40356 5.63163 2.57357 1.5613 1.01227 0.635945 8.24675 7.6022 0.644554 5.83988 1.76232 1.20524 0.925575 3.13347 2.9582 3.05806 2.76107 1.35982 0.938481 0.458958 0.170866 0.126412 1.59838 5.46812 1.76762 1.34017 1.10569 0.3854 1.31688 1.16286 2.46783 1.47617 0.76654 0.557077 1.20647 5.12138 4.23951 0.881867 3.97519 1.83855 1.51018 1.18041 4.36529 0.766638 0.250013 internal_count=31562 3430 28132 24034 4098 1655 1775 19300 896 2457 1358 209 1099 338 286 163 123 761 879 410 255 155 251 1641 1528 113 1187 341 229 169 1149 1106 469 434 433 3259 1700 247 155 673 856 510 366 306 130 568 503 383 241 123 112 192 806 664 142 930 405 330 262 4734 685 199 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=63 num_cat=0 split_feature=1 1 1 1 1 1 2 1 10 4 7 2 8 5 36 8 1 8 2 19 1 16 33 16 16 7 33 8 8 7 36 16 16 19 2 7 19 12 16 7 16 36 8 2 19 8 36 16 36 4 36 2 36 5 36 8 6 7 4 16 36 19 split_gain=2.54975 0.545208 0.300994 0.102828 0.205936 0.0694379 0.0597202 0.049536 0.0494402 0.0292027 0.027187 0.0235299 0.0269073 0.0233486 0.0224274 0.0216973 0.0274415 0.0286218 0.0236321 0.0279156 0.0196694 0.0205258 0.0371668 0.0195558 0.0190842 0.0190812 0.0218081 0.0307279 0.0418418 0.0229451 0.0395171 0.0361595 0.0357614 0.029178 0.018483 0.0185295 0.0180695 0.0180101 0.0167543 0.0187603 0.0260347 0.016542 0.0159964 0.0159724 0.0310857 0.0237699 0.0169461 0.0158239 0.0157929 0.0243057 0.0327981 0.0224677 0.0183007 0.0240184 0.0156219 0.0177738 0.0166744 0.0282536 0.0358497 0.0310598 0.0246222 0.0185843 threshold=4.5000000000000009 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 2737.5000000000005 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 24.500000000000004 2232.5000000000005 1452.5000000000002 0.00019810319645330313 2068.5000000000005 3.5000000000000004 1959.0000000000002 47.500000000000007 2.5000000000000004 14.500000000000002 0.76190456748008739 0.029986754059791568 1.9767779111862185 3.2780236005783085 534.50000000000011 0.0066376354079693565 2020.5000000000002 2173.5000000000005 41.500000000000007 0.053141605108976371 1.2331486940383913 1.6036846637725832 2.5000000000000004 185.50000000000003 67.500000000000014 2.5000000000000004 1.0000000180025095e-35 0.85817140340805065 119.50000000000001 2.4028071165084843 0.14282229542732242 2139.5000000000005 107.50000000000001 1.5000000000000002 2162.5000000000005 0.029607662931084636 0.81175297498703014 0.035660531371831901 1.5000000000000002 0.024632498621940616 113.50000000000001 0.017689622938632969 3439.5000000000005 0.18860460817813876 2664.5000000000005 0.00011222559260204436 190.50000000000003 7.5000000000000009 1.2411087155342104 0.0018957561696879568 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 6 -5 10 8 25 9 -1 11 -4 23 -6 -11 16 17 18 -3 -20 21 22 -7 -13 -12 26 29 -28 -29 33 31 -31 36 -2 35 -18 -33 -10 -9 40 -40 -16 -22 45 46 -44 -45 -15 49 -41 52 -50 53 -51 55 56 -17 60 -59 -60 -58 -62 right_child=2 15 5 4 13 20 -8 38 37 14 24 12 -14 47 41 54 34 -19 19 -21 42 -23 -24 -25 -26 -27 27 28 -30 30 -32 32 -34 -35 -36 -37 -38 -39 39 48 -42 -43 43 44 -46 -47 -48 -49 51 50 -52 -53 -54 -55 -56 -57 57 58 59 -61 61 -63 leaf_value=-0.042818693226140153 -0.018267568460422347 0.016050061920238737 -0.03253757304309695 0.029213538947944886 8.7850545859148827e-06 0.016325624540478225 -0.02442287690561561 -0.021486285658581142 0.014864829064873471 -0.050171448681470956 -0.021970391006991354 0.0075647418971661598 -0.022159210277880207 0.024808460284417463 0.0053564252550828244 -0.010105125722035879 -0.010390955512666953 0.01742949140089349 -0.0084234007039423308 0.0081109267005840154 -0.044488595871169927 -0.02873372622762202 -0.037628678551674677 -0.01765691888495708 0.0025874012832362431 -0.018591024059930683 -0.023324558312212952 0.013820098259209046 -0.013401725044183008 -0.016018970024972035 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70 930 40 82 2615 225 8130 475 2795 171 140 59 4334 51 80 84 68 91 1343 2112 126 42 21 56 63 48 108 98 51 52 105 75 90 102 85 41 764 43 56 426 46 73 870 853 74 797 78 132 79 119 49 87 58 59 65 104 109 82 472 137 internal_value=-0.000573732 0.0107628 -0.0156685 0.0182017 0.0203348 -0.0233666 0.00764377 -0.0095503 0.0100705 -0.00174775 -0.0199502 -0.0107321 -0.00679679 0.0142286 0.00125758 0.00214978 0.00510414 0.00898083 0.00490363 0.0011206 -0.0305485 -0.0267569 -0.00778633 0.000743586 -0.0214881 -0.00521743 -0.004276 -0.0107209 -0.0043554 -0.0018861 0.00104989 -0.00182871 0.00213005 -0.00945259 0.000461609 -0.00302289 0.00920231 0.0159342 -0.012761 -0.0118222 -0.00939413 0.00323567 -0.036235 -0.0309242 -0.0234736 -0.0405785 -0.00607902 0.0149581 -0.0160066 -0.0191566 -0.0161131 -0.00861217 -0.0117046 -0.0163159 0.00028743 0.000845098 0.00146305 0.00211864 -0.00387358 0.00188099 0.0043847 0.00308105 internal_weight=37.2503 21.2735 15.9768 11.4148 9.49619 7.07499 1.91858 8.90185 1.7836 0.591474 4.79432 0.68551 0.580707 5.62661 0.551144 9.85871 3.81182 2.07724 1.40109 1.04607 2.28067 1.36833 0.129131 0.389519 4.10881 3.78884 3.53966 0.957511 0.636198 2.58215 1.86031 1.60921 1.2582 0.721846 1.73458 1.1915 0.738424 1.19212 5.11301 4.61628 2.92122 0.530731 0.912345 0.555137 0.313329 0.241808 0.141145 5.35201 1.69506 1.18868 1.00633 0.506381 0.812523 0.589796 6.0469 5.7691 5.49659 5.2018 1.42737 0.934511 3.77443 3.41822 internal_count=31562 20287 11275 18592 1826 8818 16766 2457 14151 5980 3239 423 353 896 5235 1695 558 286 202 159 5579 2320 208 213 2816 825 769 219 156 550 391 340 242 159 272 182 137 8171 1632 1407 820 4760 3259 1916 1017 899 147 856 587 390 347 197 268 219 1137 1079 1020 969 295 191 674 609 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 35 16 35 16 16 16 5 15 6 5 33 15 16 4 16 7 6 36 2 16 15 6 4 35 16 36 16 5 2 4 16 35 15 6 15 19 15 7 16 15 19 33 15 2 4 15 15 15 36 5 17 33 15 7 7 5 split_gain=3.41771 0.812319 0.744466 0.204771 0.199965 0.179026 0.106099 0.0429744 0.0416822 0.0284698 0.0391185 0.0253863 0.0249866 0.0244686 0.0319615 0.029206 0.0243127 0.0283258 0.0241318 0.0386947 0.0486628 0.0308351 0.0298468 0.0360519 0.0297522 0.028175 0.0240811 0.0459335 0.0226188 0.0189568 0.0171354 0.0351708 0.0243381 0.0314076 0.0260614 0.0275946 0.0249168 0.0206331 0.019806 0.0187049 0.0164895 0.0319457 0.0201184 0.0160602 0.016031 0.015975 0.0247692 0.0159084 0.0158409 0.0157619 0.054247 0.0196214 0.039668 0.0339224 0.0154919 0.0213562 0.0154432 0.015983 0.0169284 0.0148878 0.0318908 0.0170397 threshold=0.22500000149011615 0.41666667163372045 0.10555555671453477 0.064583335071802153 0.75000000000000011 0.15476191043853763 0.29166667163372045 2.5835057497024541 0.051315790042281158 1.2411087155342104 1.2163543105125429 1.2957133054733279 1431.5000000000002 2.7900856733322148 3.4244039852637804e-05 4903.5000000000009 0.001776696590241045 1.4008547067642214 1.5098599791526797 37.500000000000007 1.2163543105125429 151.50000000000003 0.035972537472844131 0.066850911825895323 333.50000000000006 1.8055287003517153 4.2736186981201181 0.0016499678022228184 73.500000000000014 0.18333333730697635 0.90124118328094494 0.086618281900882735 1.3001182675361636 2790.5000000000005 45.500000000000007 2.5000000000000004 1.1703408956527712 0.13392857462167743 0.14090711623430255 0.087248098105192198 15.18903970718384 5.5000000000000009 10.548237800598146 25.500000000000004 0.81175297498703014 0.32863757014274603 1.5000000000000002 0.0007793896074872465 0.5511007308959962 394.50000000000006 72.500000000000014 2.6761518716812138 1.6824463009834292 0.51667129993438732 0.0016292785876430573 3642.5000000000005 19.514630317687992 5.8704421462607577e-05 5.7090053558349618 99.500000000000014 146.50000000000003 1901.5000000000002 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=2 6 3 8 -3 13 18 9 -1 10 29 -11 -8 15 -15 28 49 -18 19 20 22 -21 23 45 25 -20 27 -16 30 43 39 32 34 -34 36 -36 37 38 -32 -4 42 -42 56 -7 -14 -2 -47 -22 -10 51 -51 52 53 -13 -35 -56 -28 -58 -59 61 -61 -45 right_child=1 4 5 -5 -6 7 12 -9 48 11 -12 16 44 14 26 -17 17 -19 24 21 47 -23 -24 -25 -26 -27 40 -29 -30 -31 31 -33 33 54 35 -37 -38 -39 -40 -41 41 -43 -44 59 -46 46 -48 -49 -50 50 -52 -53 -54 -55 55 -57 57 58 -60 60 -62 -63 leaf_value=-0.050879313357264637 -0.0055716601565551256 0.028285220043253009 -0.029518033819699165 -0.022891145014041173 0.052366601543856861 0.0058485363329289393 -0.0016540894149095879 -0.02167065489715949 -0.047764608816141758 0.010478314849295685 -0.024333290853235073 0.0070569582354820448 0.02478666347115013 -0.031158457442217818 0.018824490724566895 0.0010557137449172904 0.00094559061689929765 -0.0156316126002293 0.020899141462854601 0.020410607212284219 -0.0013880178405163502 0.0020257823529514028 -0.0091096827016952445 0.01904590739001338 -0.0028081949541976532 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15 9 17 15 16 8 7 17 9 16 6 33 8 8 16 8 16 16 7 6 6 6 11 33 6 8 15 15 33 6 split_gain=2.40097 0.503699 0.26924 0.0970384 0.232967 0.17952 0.0684137 0.064292 0.0434412 0.0433941 0.0327503 0.0259609 0.0237717 0.0251435 0.0319998 0.0259157 0.0464479 0.02892 0.0216966 0.0229655 0.0216611 0.0209727 0.0289675 0.0224856 0.037051 0.0182372 0.0180279 0.0180144 0.0176853 0.0175003 0.0223906 0.0272985 0.0170666 0.0172219 0.0247961 0.0263164 0.0260273 0.0231155 0.0170425 0.0250235 0.0193623 0.0169471 0.025347 0.0241109 0.0163508 0.0208883 0.0212177 0.0190208 0.0160698 0.0243349 0.0267359 0.0161661 0.0207076 0.0183576 0.0155683 0.0149967 0.0142182 0.0141183 0.0139609 0.0183591 0.0251635 0.0230627 threshold=4.5000000000000009 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 11.500000000000002 61.500000000000007 5.5000000000000009 0.004001846071332694 3.1160733699798588 3.5000000000000004 2109.5000000000005 16.149692535400394 0.0038835736922919755 56.500000000000007 0.00036449436447583144 1483.5000000000002 3.5000000000000004 0.028753392398357395 0.13421365618705752 10.500000000000002 0.76190456748008739 10.193424701690676 1.0000000180025095e-35 0.0045030717737972745 25.500000000000004 27.500000000000004 0.010514505207538606 2.0527021884918217 2199.5000000000005 0.14914123713970187 6.5000000000000009 10.696105957031252 1.4008547067642214 1.2736925482749941 2242.5000000000005 190.50000000000003 4.7462499141693124 1.5000000000000002 0.83861076831817638 0.0016140649095177653 0.00010632612975314261 1784.5000000000002 1939.0000000000002 1.6944602131843569 1626.5000000000002 1.372458338737488 1.2365188598632815 64.500000000000014 0.0059820048045367011 0.0091226086951792257 0.019428785890340809 1.0000000180025095e-35 0.017404969781637195 0.004422724014148117 2209.5000000000005 0.29307740926742559 3.5017241239547734 3.6144057958154015e-05 9.9934510217281072e-05 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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0.0162934 0.0277811 0.0158084 threshold=0.22500000149011615 0.095454547554254546 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 5.5000000000000009 2.5000000000000004 12.500000000000002 2.5835057497024541 0.13392857462167743 3.8393944501876835 6.2015450000762948 5.5000000000000009 3.0677825212478642 1.0000000180025095e-35 1.3286591768264773 81.364341735839858 32.413911819458015 43.106666564941413 12.500000000000002 2.1166467666625981 4.5000000000000009 6.1622610092163095 752.50000000000011 54.500000000000007 2.7403194904327397 3.6144057958154015e-05 57.500000000000007 10.500000000000002 2300.5000000000005 0.001469261304009706 5.059420347213746 5.5587306022644052 15.660904884338381 3.359907984733582 0.63211569190025341 4.7317931652069101 0.73110863566398632 4.5900437831878671 2258.5000000000005 2299.5000000000005 11.022197246551515 91.500000000000014 1.2163543105125429 3.2769666910171513 2020.5000000000002 4.2413008213043222 4.3372693061828622 3.1502703428268437 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0.0368922 0.0149335 0.0147794 0.0185091 0.0254117 0.0168439 0.0155062 0.0144047 0.0143595 0.0206245 0.0216079 0.025503 0.0413458 0.0294959 0.025292 0.0159446 0.0149499 0.0148279 0.0138524 0.0174719 threshold=0.22500000149011615 0.095454547554254546 0.41666667163372045 0.75000000000000011 0.051315790042281158 0.15476191043853763 0.29166667163372045 0.074175827205181136 0.13392857462167743 45.500000000000007 0.27858948707580572 0.14282229542732242 0.80513527989387523 0.017404969781637195 1.5000000000000002 2.5835057497024541 6.5000000000000009 2578.0000000000005 0.00015930808876873928 57.500000000000007 4.5000000000000009 2152.5000000000005 14.500000000000002 1.4319698810577395 0.028610562905669216 112.50000000000001 0.73110863566398632 97.500000000000014 2258.5000000000005 1.0000000180025095e-35 11.022197246551515 1.8488601446151736 0.025864784605801109 0.019428785890340809 1.5000000000000002 1.1222698688507082 1.5000000000000002 11.500000000000002 0.045459568500518806 2.5000000000000004 1.0000000180025095e-35 0.042677761986851699 0.018591628409922126 2657.5000000000005 2.2509124279022221 145.50000000000003 1.0000000180025095e-35 68.500000000000014 25.500000000000004 3.6144057958154015e-05 7.9607489109039316 20.500000000000004 117.50000000000001 1.0000000180025095e-35 2415.5000000000005 0.0030427441233769064 2173.5000000000005 51.500000000000007 280.50000000000006 4.5000000000000009 1751.5000000000002 19.514630317687992 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 8 50 24 25 49 11 12 -7 14 15 17 -13 18 -14 21 -21 23 -9 -20 -6 26 27 32 60 41 31 -28 -3 -34 35 -32 37 -8 39 -39 -41 42 -30 -24 -37 -46 48 -48 -47 -10 -2 -52 57 58 55 -55 -57 -53 -54 -59 -27 -62 right_child=2 5 3 -5 7 10 36 22 9 -11 -12 16 13 -15 -16 -17 -18 -19 19 20 -22 -23 43 -25 -26 28 30 -29 29 -31 34 -33 33 -35 -36 44 -38 38 -40 40 -42 -43 -44 -45 45 46 47 -49 -50 -51 51 52 53 54 -56 56 -58 59 -60 -61 61 -63 leaf_value=-0.050981114223227819 0.0027555029573820876 -0.017425794051033342 0.027861643013169925 0.052263911348453145 -0.034608473663114522 0.01464594638968319 0.013559752903516773 -0.0045709125467764053 -0.011894305891315541 -0.011158210682774151 0.010407153770358876 -0.0031825637260632388 0.016703034186006917 -0.01359971457558673 -0.010525817571030488 -0.014037300342178677 -0.020993437855105518 -0.0084665334777628953 0.0086442050190146582 0.012402985557261013 -0.00017634007121200269 -0.011409273839781135 -0.022492767646151903 -0.0067187851967780285 -0.024371106839256612 -0.011603229457514262 -0.02779867021446163 0.011164257125673312 -0.016509490726767582 -0.026507590386152774 0.0022868094542653028 -0.008689993324517099 0.016681676121019725 -0.014267152577709755 -0.0017333519145439555 -0.02851038346002201 0.0084262401072213809 0.0058947794249551381 0.026552948383437372 0.015304313605509757 0.03305674397950658 -0.017909773085533928 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1.80359 1.34261 1.15386 0.948657 0.286341 0.662316 0.801783 5.02318 3.6573 3.34127 2.38708 1.73093 1.29952 0.710986 0.954193 0.656152 0.612194 1.18289 0.89285 internal_count=31592 28089 3503 1680 23176 4913 1823 6946 3269 839 1644 1581 1476 1424 1362 1203 105 1143 994 966 695 271 2351 127 4595 2430 1393 292 1037 441 1101 296 237 103 805 708 933 792 335 230 143 253 157 2263 677 566 479 159 320 221 890 624 577 418 312 225 131 159 106 110 596 472 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 35 35 35 5 35 14 19 36 16 36 16 5 15 14 14 16 8 5 36 16 16 4 15 11 16 36 36 19 17 3 14 4 14 36 18 14 14 16 15 17 11 17 19 8 15 8 14 16 36 4 33 36 36 4 3 16 split_gain=2.91888 0.693254 0.597307 0.173841 0.162049 0.136806 0.064928 0.0250287 0.0204615 0.0230348 0.0203673 0.0178946 0.0149764 0.0145029 0.0144141 0.014067 0.0178553 0.0274046 0.0137478 0.0207691 0.0342637 0.0160455 0.0144665 0.0161903 0.020236 0.0200056 0.0134625 0.0134582 0.0134567 0.0134362 0.0152379 0.0235949 0.0274954 0.0223852 0.0164871 0.0205441 0.0211956 0.0141625 0.0138989 0.0133524 0.0268617 0.0169772 0.0135601 0.0224019 0.0156579 0.0435473 0.0131544 0.0171618 0.0217364 0.0133536 0.0159738 0.0141809 0.0124644 0.0122613 0.0200528 0.0163483 0.0188343 0.0226538 0.0289739 0.0266692 0.0437703 0.0207679 threshold=0.22500000149011615 0.095454547554254546 0.41666667163372045 0.75000000000000011 0.051315790042281158 0.15476191043853763 0.29166667163372045 0.074175827205181136 0.11805555596947671 5128.5000000000009 0.18333333730697635 2.7403194904327397 1.0000000180025095e-35 0.028610562905669216 2.2977997064590459 0.086618281900882735 0.87855464220047008 2085.5000000000005 0.19834428280591967 5.2284276485443124 5.0106129646301278 1.9160340428352358 2545.5000000000005 2699.0000000000005 0.014544929377734663 1.1148622632026675 0.60911136865615856 13.500000000000002 2.4346531629562382 1.5000000000000002 1.9160340428352358 0.044791750609874732 0.022445098496973518 1.5000000000000002 26.449399948120121 3.0677825212478642 4.1026091575622567 20.500000000000004 4.6001451015472421 0.037465034052729614 1.5000000000000002 2.8617925643920903 6.2412495613098153 0.77039563655853283 0.75921079516410839 10.193424701690676 1.0000000180025095e-35 7.3221905231475839 10.500000000000002 2085.5000000000005 2.4839737415313725 1835.5000000000002 2.6735538244247441 2.3660423755645756 0.0012606795644387605 54.500000000000007 0.00063938772655092191 0.011486672330647709 0.07315463945269586 4.5000000000000009 5.1957268714904794 1.324085056781769 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 46 -1 8 52 13 15 14 53 -9 -12 -6 -10 16 -3 -18 -14 20 21 22 23 25 28 -20 -17 -21 -25 30 31 32 34 -33 35 -8 -37 -35 -34 40 41 -15 43 44 -41 -46 -4 -48 49 51 -51 -49 -2 54 -7 56 61 -58 59 -59 -61 -56 right_child=2 5 3 -5 7 10 29 11 9 -11 12 -13 18 39 -16 26 17 -19 19 27 -22 -23 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108 53 56 858 50 105 129 88 74 100 77 55 84 internal_value=0.00067383 -0.0119504 0.0178204 0.0334077 -0.0300744 -0.00702528 0.0111188 -0.0253895 -0.0117241 -0.00968779 -0.00225773 -0.0215723 3.02501e-06 -0.0302286 -0.00903542 -0.0149912 -0.0135665 -0.014689 0.000779797 -0.000282899 0.00175208 -0.000113388 0.00140089 0.00294351 0.00717668 -0.00207298 -0.023352 -0.00746051 0.0027988 0.0150945 0.0161478 0.0151422 0.0120569 0.0200554 0.015297 0.0122205 0.00870739 0.0263885 0.00318154 -0.0246829 -0.00795034 -0.0239669 -0.0277106 -0.0302871 -0.0134065 -0.00276507 0.0280308 0.0247557 0.0223349 0.018634 0.0135634 0.0253099 0.00703474 -0.00522976 -0.00609765 -0.00503398 -0.00356741 -0.00661232 -0.00368944 0.00215536 -0.00462224 0.00269845 internal_weight=33.7112 19.416 14.2952 4.29812 4.14883 15.2672 9.99706 3.38744 7.68898 4.73666 7.5782 1.89367 4.30414 1.49377 4.57645 2.95232 2.52248 2.35481 4.02496 3.55482 2.7696 2.48949 2.17935 1.90603 1.03372 0.872306 0.429839 0.785229 0.742817 5.06573 4.33957 3.89128 2.39027 1.501 1.75102 1.24886 0.960584 0.723108 0.639256 0.658902 0.100958 0.0728594 0.557944 0.502989 0.141319 0.100311 3.34245 1.59909 1.31244 0.986202 0.560489 0.425713 4.93132 3.27406 3.03027 2.8363 2.46793 1.66084 1.3281 0.816611 0.52259 0.807091 internal_count=31592 28089 3503 1680 23176 4913 1823 6946 3269 1645 1644 2351 838 4595 1595 1624 1337 1264 786 692 527 483 419 352 184 168 287 165 138 933 792 705 434 271 296 215 169 128 138 1918 282 255 1636 1505 388 196 952 421 342 263 161 102 890 806 756 712 583 394 306 206 132 189 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=63 num_cat=0 split_feature=35 35 1 35 1 35 1 1 16 36 33 36 36 16 16 16 16 4 16 36 16 16 16 16 17 3 4 16 16 16 7 4 17 3 16 16 36 7 19 36 36 4 6 6 6 7 18 18 1 4 36 7 6 33 16 36 1 16 36 3 7 7 split_gain=2.82927 0.572685 0.562378 0.205554 0.163977 0.097751 0.0515247 0.0224725 0.0208766 0.0188588 0.0366285 0.0277393 0.0339149 0.0319349 0.0255202 0.0241651 0.0391245 0.0215683 0.0198141 0.019538 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1.3522274494171145 26.500000000000004 3.5000000000000004 35.274236679077156 5.8678824901580819 1.4494026303291323 1.5098599791526797 0.066850911825895323 119.50000000000001 1.5000000000000002 0.021703628823161129 0.013817193452268841 97.500000000000014 0.0020193097880110149 0.030409522354602817 0.02951078396290541 512.50000000000011 1.5000000000000002 8.5000000000000018 12.500000000000002 4.5000000000000009 0.00090785537031479191 14.500000000000002 0.0013005090877413752 0.0032179992413148288 0.77039563655853283 0.00044351241376716649 6.5000000000000009 1.1791610121726992 0.030682506039738659 4.3372693061828622 45.500000000000007 113.50000000000001 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 3 4 -1 -2 56 -4 50 9 10 -7 15 -13 14 17 18 -17 -14 -11 -12 -18 -10 32 -15 -25 26 27 29 -29 43 55 48 35 -34 41 36 37 38 39 -8 -40 -35 -21 44 45 46 -9 -48 -32 -37 -5 -52 -53 54 -54 -30 57 59 -59 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0.445342 1.68444 0.538937 0.567367 4.90228 0.763815 0.536319 1.71714 1.37267 1.32861 0.421383 0.907231 0.385906 0.244965 4.59559 1.24227 0.950557 3.35332 2.482 1.91984 1.20373 0.570505 0.63323 0.665697 1.34248 0.774355 0.627579 0.60147 0.535574 0.0510001 0.135304 0.871318 2.52544 2.18838 2.05256 1.77903 0.844566 0.140941 6.21559 2.4999 1.52632 0.973589 0.434451 0.274366 internal_count=31481 28042 3439 23982 1659 4060 1780 6949 1616 1503 534 969 692 557 395 277 152 200 125 376 117 113 890 162 121 4568 3267 3160 749 2411 730 575 828 246 180 582 444 349 213 113 100 130 300 2054 1654 1636 1513 129 199 138 2381 2172 2091 1730 731 155 2444 830 464 366 170 124 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=63 num_cat=0 split_feature=35 35 1 35 1 35 1 1 16 1 16 16 17 15 15 6 2 15 5 5 15 6 6 1 17 17 33 6 16 17 2 35 8 8 17 36 8 16 5 9 15 8 8 8 8 33 7 15 7 7 7 15 6 16 36 5 15 36 5 6 33 5 split_gain=2.75011 0.56332 0.558038 0.195525 0.156298 0.0975885 0.0531218 0.0272076 0.0184133 0.0196521 0.020088 0.0209036 0.0189445 0.0157772 0.0198496 0.0236132 0.0165266 0.0421006 0.0216171 0.0200294 0.0146236 0.0137566 0.026875 0.0221221 0.0131857 0.0213141 0.015506 0.0196206 0.021513 0.0243576 0.0135554 0.0127859 0.0173118 0.0352835 0.0228286 0.0195085 0.0211029 0.0223967 0.017674 0.0172682 0.0141011 0.0125644 0.0149422 0.0119028 0.023219 0.0173699 0.0165238 0.0137923 0.0178846 0.024964 0.0185381 0.0144144 0.0118268 0.0162764 0.0164667 0.0321339 0.0214822 0.0152791 0.0169006 0.0153176 0.0141788 0.0169721 threshold=0.22500000149011615 0.10555555671453477 1.5000000000000002 0.051315790042281158 1.0000000180025095e-35 0.15476191043853763 2.5000000000000004 11.500000000000002 2.2977997064590459 4.5000000000000009 1.3331673741340639 1.2736925482749941 9.3842577934265154 14.610433578491213 4.5732519626617441 0.0023461031960323457 49.500000000000007 0.63211569190025341 3355.5000000000005 2661.5000000000005 10.548237800598146 0.030409522354602817 0.026916937902569774 13.500000000000002 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52 -35 36 40 -38 -37 -36 -34 -18 -43 44 46 -46 47 -5 49 51 -50 -49 53 -3 55 -55 -57 59 -59 -56 61 -58 right_child=2 5 6 7 -6 8 13 21 -10 10 12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31 -32 -33 35 34 39 38 37 -39 -40 -41 -42 42 -44 -45 45 -47 -48 48 50 -51 -52 -53 -54 54 57 56 60 58 -60 -61 -62 -63 leaf_value=-0.051133789352984939 0.052065089991948678 0.0027178285335875021 0.014797889862446005 -0.028367465463858283 0.0280820349632472 -0.00099431943242158207 -0.00026822717405247264 -0.027476709663037752 0.0064600283746800106 -0.0053522879367146909 -0.022074549704274388 0.011921096266861953 -0.0074069812102004421 -0.0039701405143393849 0.02499150901959777 0.0077520789403568218 0.010631276163003259 0.024889431217058479 -0.0051106201021373227 0.016169481061490385 0.023500222839245709 -0.040762899058433756 0.022428116442173664 -0.026402728882703532 0.010414445909728211 0.02591124947235169 0.027137453328036489 0.0084338233201655972 0.0012971328301724528 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6.83406 6.33034 2.79665 1.81136 0.985296 4.80976 4.5183 0.81183 3.70647 1.23819 2.46828 0.851997 4.55668 1.79808 1.62619 0.0934843 4.11645 2.48804 2.02746 1.32982 0.970134 0.705842 0.697646 6.12403 3.66526 2.65381 0.476964 1.01145 0.692508 0.331794 0.318938 0.360316 0.360713 1.96338 1.01593 2.48454 2.01416 0.243697 1.77046 0.916488 0.75918 0.511348 0.247832 0.268176 2.17685 2.04837 1.89515 1.21227 1.05332 0.682881 0.383726 0.299155 0.798901 0.651824 internal_count=31481 28042 3439 23982 1659 4060 1780 7707 1616 1512 745 471 274 890 830 137 693 233 460 170 890 5326 4759 108 808 476 395 257 196 148 138 2444 1614 1041 174 573 417 214 156 145 203 363 208 2381 1727 193 1534 650 529 414 115 187 867 800 725 462 412 263 142 121 307 244 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=63 num_cat=0 split_feature=35 1 35 35 1 35 1 1 35 1 33 2 7 18 16 6 15 15 33 19 15 6 15 33 7 15 19 36 7 36 36 2 16 11 15 36 36 33 36 7 15 2 15 36 15 16 15 16 19 2 7 19 7 33 7 10 10 16 36 15 6 7 split_gain=2.69068 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0.0139076 0.0243304 0.010622 0.0360587 threshold=0.18333333730697635 1.5000000000000002 0.087121214717626586 0.75000000000000011 2.5000000000000004 10.500000000000002 0.15476191043853763 0.11805555596947671 3.5000000000000004 2257.5000000000005 2202.5000000000005 2572.5000000000005 185.50000000000003 1.9160340428352358 0.19834428280591967 2699.0000000000005 9.5782408714294451 0.00055696981144137691 0.0048102824948728093 5.5000000000000009 1452.5000000000002 13.500000000000002 14.500000000000002 6030.5000000000009 1436.5000000000002 2320.5000000000005 0.024016853421926502 1929.5000000000002 87.500000000000014 2901.5000000000005 0.005210916744545103 44.500000000000007 2.9118093252182011 3020.5000000000005 100.50000000000001 599.50000000000011 0.00012755033094435933 2285.5000000000005 160.50000000000003 2.5000000000000004 2314.5000000000005 2425.5000000000005 228.50000000000003 11.771689414978029 1656.5000000000002 1.1062316894531252 204.50000000000003 1.8401680588722231 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internal_count=31678 4279 27399 1655 2624 22493 4906 4082 1714 879 518 835 728 527 201 458 206 152 252 166 910 143 6349 3247 1624 824 594 519 480 240 132 240 137 103 2458 236 108 361 230 126 305 251 207 134 442 400 317 197 149 120 868 811 663 148 1571 1510 111 3102 3054 2430 2339 1621 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=63 num_cat=0 split_feature=35 35 35 35 1 1 1 1 16 8 8 2 36 8 36 36 5 16 36 6 17 16 2 4 4 4 2 18 7 7 36 8 36 7 7 16 16 2 16 1 6 8 18 19 2 4 2 5 8 17 8 19 5 2 17 5 5 8 16 4 8 4 split_gain=2.1979 0.518533 0.479465 0.197582 0.133927 0.112353 0.0581621 0.0235088 0.0207595 0.0158035 0.0140942 0.0202698 0.0164257 0.0178892 0.0169243 0.0202786 0.04043 0.0352256 0.0244799 0.0242573 0.0198725 0.0189422 0.0222814 0.0163719 0.0135985 0.0322801 0.020325 0.0131377 0.0145865 0.0201019 0.0129901 0.0130272 0.0127856 0.0123199 0.0134484 0.0190613 0.0192586 0.012227 0.0113435 0.0111968 0.0120203 0.0106773 0.0112523 0.0101457 0.014165 0.0108812 0.0267992 0.0117813 0.0100739 0.0158723 0.0248892 0.0237343 0.0234635 0.0154167 0.0145172 0.00993452 0.0183769 0.0149289 0.00981821 0.00967866 0.00939071 0.0100086 threshold=0.22500000149011615 0.087121214717626586 0.41666667163372045 0.15476191043853763 1.0000000180025095e-35 10.500000000000002 2.5000000000000004 7.5000000000000009 2.5835057497024541 2288.5000000000005 2236.5000000000005 143.50000000000003 0.0060350068379193553 2192.5000000000005 0.011745983734726908 0.026685985736548904 2354.5000000000005 0.99951678514480602 0.066850911825895323 0.0042154474649578342 39.129863739013679 0.95990353822708141 53.500000000000007 14.500000000000002 38.500000000000007 58.500000000000007 185.50000000000003 17.500000000000004 70.500000000000014 54.500000000000007 5.0035576350637718e-05 1436.5000000000002 0.0042019805405288943 97.500000000000014 125.50000000000001 1.5617682337760928 1.2684611082077029 55.500000000000007 1.2080978751182558 14.500000000000002 5.6210083130281427e-06 1784.5000000000002 13.500000000000002 3.5000000000000004 201.50000000000003 24.500000000000004 208.50000000000003 2909.5000000000005 2062.5000000000005 19.514630317687992 2270.5000000000005 3.5000000000000004 2564.5000000000005 53.500000000000007 39.871761322021491 2223.5000000000005 2593.5000000000005 2235.5000000000005 1.098559617996216 75.500000000000014 2628.5000000000005 100.50000000000001 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 5 6 7 -4 -1 41 30 9 10 12 -12 23 14 -14 19 17 21 -19 20 -16 22 -17 -5 26 -26 32 28 29 55 -3 -32 -11 -30 -35 36 37 -36 -28 -7 -41 -2 48 44 -33 46 -45 -47 54 50 58 -51 -53 -52 -43 -8 -57 -58 -50 -49 61 -9 right_child=2 3 4 8 -6 39 27 60 -10 24 11 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 38 -29 33 -31 31 43 -34 34 35 -37 -38 -39 -40 40 -42 42 -44 45 -46 47 -48 59 49 51 53 52 -54 -55 -56 56 57 -59 -60 -61 -62 -63 leaf_value=-0.051626307672604892 0.0080599655549863768 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0.73364 0.85463 0.898799 1.39129 1.1226 0.895166 0.54184 0.425374 3.26905 3.09648 internal_count=31678 28234 3444 5741 1655 22493 1789 4082 1659 1598 1033 128 905 732 636 541 377 275 122 164 102 153 104 173 565 142 423 879 827 339 1624 1579 321 488 416 331 267 194 102 6349 3247 910 781 1529 980 549 158 391 724 555 290 265 186 175 169 280 223 180 115 200 2458 2237 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=63 num_cat=0 split_feature=35 1 35 35 1 35 1 1 1 35 15 8 19 2 8 7 4 15 33 15 4 8 2 36 33 5 18 15 18 7 7 33 17 2 15 8 36 36 19 8 15 17 17 2 2 17 8 17 5 4 16 5 36 15 8 7 33 7 15 15 36 33 split_gain=2.15183 0.660697 0.367971 0.128036 0.124355 0.0906069 0.089706 0.0195484 0.0131792 0.0127355 0.0158706 0.0200227 0.0195746 0.032803 0.0211949 0.0219387 0.0332272 0.0266008 0.0153813 0.0143844 0.0135368 0.0158682 0.0144981 0.011568 0.011768 0.0139093 0.0123921 0.0183937 0.0115058 0.012616 0.0172341 0.0134316 0.0156795 0.0148168 0.0116456 0.0135898 0.0109642 0.0196506 0.0182347 0.0310115 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2.91126 2.76235 2.65603 2.39135 0.527397 0.297427 1.86395 1.43929 1.32564 0.191005 0.424654 0.268251 3.58043 3.22974 1.44272 1.78702 1.35009 1.02809 0.539936 1.14871 internal_count=31678 4279 27399 1655 2624 5674 21725 1714 1640 4034 2388 1111 770 507 466 342 128 214 105 1277 1091 229 862 824 768 671 620 557 879 827 339 488 324 164 265 174 384 335 240 108 132 1646 1507 1445 1395 1261 238 132 1023 769 720 109 254 169 835 728 342 386 295 229 118 274 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=63 num_cat=0 split_feature=35 35 35 35 35 35 35 35 9 35 8 5 4 16 15 8 6 15 36 8 8 33 2 6 33 5 19 17 2 2 5 33 15 19 4 17 17 15 36 33 17 4 19 2 2 8 2 17 19 8 8 9 8 8 15 15 17 15 6 15 15 8 split_gain=2.23963 0.536486 0.469622 0.164526 0.126204 0.05871 0.0569067 0.0404593 0.0226579 0.0206791 0.0173289 0.0162654 0.0155259 0.0280592 0.014036 0.0145605 0.0139657 0.0160341 0.013942 0.0132037 0.0208005 0.0127864 0.0148669 0.0120029 0.0353955 0.0125012 0.012458 0.0218594 0.0160362 0.0240129 0.0143599 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1.45656 1.22474 0.648806 1.90533 0.871799 0.35524 0.299463 1.76073 1.16771 0.859715 0.59302 0.551193 0.630553 0.525166 4.45902 3.39488 1.06415 0.584843 0.4456 3.16932 2.35682 0.762102 0.529198 0.8125 0.324751 1.59471 1.28698 internal_count=31540 28113 3427 24811 1669 1758 3302 7846 833 2469 811 858 235 177 1658 149 764 258 506 576 394 340 194 805 708 641 575 372 228 179 144 203 900 823 395 336 283 146 428 214 146 110 411 270 189 141 132 158 102 1509 1070 439 222 161 1001 711 212 159 290 107 499 406 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 1 35 1 6 36 7 16 16 8 17 17 17 7 8 1 16 8 7 7 4 17 2 15 19 4 17 11 4 4 8 16 11 13 36 36 8 8 9 6 2 19 7 2 15 4 8 17 36 7 6 15 15 15 8 2 2 8 split_gain=2.18982 0.522343 0.461924 0.163126 0.120697 0.0577288 0.0556342 0.0436175 0.0191223 0.0219867 0.0215711 0.022005 0.0213962 0.02205 0.0195571 0.0160737 0.0187201 0.0146499 0.0140046 0.0114328 0.0112355 0.0108654 0.0104013 0.0262413 0.0167147 0.0305685 0.0111807 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28.500000000000004 10.500000000000002 2292.5000000000005 1.3623478412628176 1.0000000180025095e-35 1.0000000180025095e-35 0.025009293109178547 0.17223829030990603 1613.0000000000002 2109.5000000000005 1.0000000180025095e-35 0.011666946578770878 50.500000000000007 4.5000000000000009 113.50000000000001 31.500000000000004 2.9669399261474614 9.5000000000000018 1929.5000000000002 4.1318702697753915 0.0097784153185784834 72.500000000000014 0.001469261304009706 5.0079052448272714 3.7356677055358891 4.5732519626617441 1789.0000000000002 50.500000000000007 101.50000000000001 2041.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 -2 27 -3 51 -8 -10 11 14 13 18 21 17 -17 -15 -12 22 -18 -11 23 24 26 -26 56 -4 39 -30 -31 32 -32 35 -35 36 37 38 -23 59 -7 48 43 -43 47 46 -46 -44 49 50 -42 52 54 -54 -5 -36 58 -58 -9 -29 -61 -62 right_child=2 6 5 7 -6 40 8 19 9 10 12 -13 -14 15 -16 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713 639 510 485 413 313 191 115 1373 767 709 116 593 606 428 178 407 349 157 150 160 103 3919 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 35 1 1 1 14 9 14 33 14 17 17 36 8 8 8 5 36 8 33 36 8 11 8 11 4 8 16 6 16 36 9 36 6 36 16 17 2 16 2 16 16 36 16 11 16 2 2 17 14 8 16 16 14 14 17 17 4 split_gain=1.89937 0.442632 0.437151 0.114218 0.0939001 0.0905064 0.0625052 0.0201419 0.0154544 0.0143349 0.0119419 0.0129467 0.0168349 0.019572 0.0118575 0.0231015 0.0207335 0.0126861 0.0114398 0.0235491 0.0223992 0.0187405 0.0179668 0.0163072 0.0148276 0.0137859 0.016409 0.0142302 0.0160438 0.0196192 0.0170062 0.0225042 0.0215888 0.0272704 0.0147419 0.01144 0.0120396 0.0117062 0.01852 0.0118932 0.0196218 0.0165869 0.0114272 0.0110379 0.017852 0.0175352 0.0196684 0.0138578 0.0143804 0.020932 0.0109768 0.0291332 0.0151511 0.0109218 0.0107995 0.0105852 0.0103998 0.0101945 0.0150884 0.00982942 0.0184896 0.00970621 threshold=0.22500000149011615 0.10555555671453477 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 0.15476191043853763 2.5000000000000004 12.500000000000002 4.5000000000000009 6.1622610092163095 6.5000000000000009 6.2065575122833261 0.00063938772655092191 4.8081026077270517 25.981383323669437 19.791734695434574 0.062988065183162703 1905.5000000000002 2093.0000000000005 2131.5000000000005 4903.5000000000009 0.0076223763171583423 1349.5000000000002 0.0029765227809548382 0.0090857716277241724 2229.5000000000005 1.0000000180025095e-35 2242.5000000000005 1.0000000180025095e-35 107.50000000000001 2635.5000000000005 0.72230204939842235 0.009862698148936035 1.154461741447449 0.028610562905669216 1.0000000180025095e-35 0.11363064497709276 0.00037260357930790638 0.003894149675033987 1.2365188598632815 15.176900386810305 28.500000000000004 2.1862360239028935 50.500000000000007 1.0409331321716311 0.97321176528930675 0.048627318814396865 1.2042890191078188 1.0000000180025095e-35 1.4607846140861513 75.500000000000014 169.50000000000003 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752 698 459 753 487 266 428 2490 1592 898 1474 857 118 1054 995 256 739 705 240 465 377 321 219 120 811 131 680 614 568 196 372 420 883 224 659 543 472 377 147 239 152 105 116 373 332 207 338 298 4843 924 230 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=63 num_cat=0 split_feature=35 35 1 35 1 35 1 1 1 7 7 33 16 6 35 5 8 33 15 15 9 4 4 7 7 7 8 7 7 5 6 8 8 36 16 19 4 19 33 8 6 10 16 8 5 7 8 9 16 15 15 36 6 5 5 9 15 16 16 8 4 9 split_gain=1.86757 0.430361 0.429245 0.110948 0.0900535 0.0862352 0.0613087 0.0147882 0.0134315 0.0128646 0.0201986 0.015216 0.0174257 0.0148049 0.0118517 0.0113557 0.0113387 0.0159927 0.0193449 0.0188078 0.0158439 0.0175448 0.0182617 0.0138219 0.0223751 0.0157957 0.0241341 0.0115455 0.0171678 0.0162644 0.012317 0.0113567 0.0113246 0.0110365 0.0110322 0.0141908 0.0139601 0.0108399 0.0135898 0.0119078 0.0155637 0.0304882 0.0107258 0.0277109 0.0177482 0.0107129 0.0168112 0.0266868 0.0253633 0.0157892 0.014878 0.025073 0.0174356 0.018974 0.0143271 0.0137627 0.0133538 0.0109813 0.0103056 0.0101465 0.0127891 0.010107 threshold=0.22500000149011615 0.10555555671453477 1.5000000000000002 0.057189542800188072 1.0000000180025095e-35 0.15476191043853763 2.5000000000000004 4.5000000000000009 16.500000000000004 78.500000000000014 68.500000000000014 0.00052348640747368347 1.491375267505646 0.016195861622691158 0.13392857462167743 1789.5000000000002 2103.5000000000005 0.0030245302477851514 0.13421365618705752 0.26954823732376104 1.0000000180025095e-35 55.500000000000007 34.500000000000007 40.500000000000007 77.500000000000014 117.50000000000001 2258.5000000000005 33.500000000000007 113.50000000000001 2363.5000000000005 0.00077627829159609984 2288.5000000000005 2455.5000000000005 0.018300343304872516 1.0591304302215578 1.5000000000000002 13.500000000000002 11.500000000000002 0.011504747439175846 2255.5000000000005 0.0016499678022228184 1.0000000180025095e-35 1.3770685195922854 2264.5000000000005 3692.5000000000005 26.500000000000004 2199.5000000000005 1.0000000180025095e-35 1.7032960057258608 0.96031165122985851 0.51667129993438732 0.11073312908411027 0.016655754297971729 2125.5000000000005 2801.5000000000005 10.500000000000002 1.476270914077759 1.3994547724723818 0.999586582183838 2237.5000000000005 1.0000000180025095e-35 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 8 -2 14 -4 9 -1 10 13 33 34 42 16 -5 20 -18 -19 -20 -3 22 27 -21 -25 -26 -27 -22 29 -29 -31 -28 -10 -11 35 -13 -36 38 39 -16 -41 -42 43 -7 -44 46 47 -17 -48 -49 51 52 53 -47 -55 -52 -51 59 -40 -56 -61 -9 right_child=2 5 6 15 -6 7 -8 61 32 11 -12 12 -14 -15 37 45 17 18 19 23 21 -23 -24 24 25 26 31 28 -30 30 -32 -33 -34 -35 36 -37 -38 -39 58 40 41 -43 44 -45 -46 50 48 49 -50 56 55 -53 -54 54 57 -57 -58 -59 -60 60 -62 -63 leaf_value=-0.05143095784365681 0.051539563705235505 -0.029989522047796091 0.014537153075579951 -0.030899350569104974 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0.247519 0.316172 0.331434 0.126851 0.0931065 2.41669 internal_count=31630 28163 3467 24036 1648 4127 1819 1637 17770 822 375 447 310 343 2490 6266 1666 1038 457 407 628 533 449 356 282 209 146 397 312 154 109 100 1739 137 255 125 130 824 727 570 244 150 289 121 168 5502 788 411 377 371 4714 1402 1391 1138 1073 3312 327 490 157 170 146 815 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=63 num_cat=0 split_feature=35 35 1 35 1 35 1 1 1 1 35 36 14 8 8 9 36 16 4 4 2 17 17 33 17 14 14 17 17 11 8 14 14 14 14 33 2 14 8 8 33 36 16 33 36 36 8 2 36 2 14 17 17 36 8 18 17 18 17 17 17 8 split_gain=1.84024 0.425039 0.421594 0.10492 0.0864266 0.0851861 0.0610367 0.0148584 0.0130738 0.0125635 0.0120943 0.0110847 0.0106323 0.0103184 0.0101649 0.0141496 0.0139749 0.0140168 0.0138672 0.015165 0.0128106 0.0272539 0.0204491 0.0154035 0.0114723 0.00996151 0.0144366 0.017737 0.0105598 0.0098542 0.0116978 0.0182154 0.0164984 0.0116212 0.0173803 0.0156019 0.0135917 0.011052 0.00996809 0.0176367 0.0098503 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num_cat=0 split_feature=1 1 1 1 1 1 1 19 10 7 7 15 15 15 6 6 5 19 4 15 6 2 2 15 2 16 4 16 2 2 1 2 5 16 2 15 33 2 7 33 7 15 19 1 15 16 2 6 19 4 2 15 15 7 4 5 9 36 36 15 15 15 split_gain=1.29802 0.240634 0.11734 0.0612429 0.0369762 0.0801619 0.0230186 0.0212622 0.0149852 0.0130632 0.0133919 0.00892823 0.00885063 0.015297 0.011174 0.0115252 0.00877834 0.0087575 0.0166003 0.0200463 0.0124864 0.00847088 0.0221623 0.0217237 0.017688 0.0133953 0.0193451 0.0183548 0.0115282 0.0180212 0.0112767 0.0141101 0.0149416 0.0328994 0.0099293 0.00989057 0.00923605 0.0110164 0.0103499 0.0089582 0.00851598 0.0145727 0.011154 0.00842958 0.00936968 0.00825292 0.00815504 0.00807979 0.00795983 0.00834525 0.00791186 0.00782166 0.00780276 0.00775757 0.00797997 0.00904464 0.00981038 0.00773764 0.0105186 0.00768448 0.0167837 0.0164311 threshold=3.5000000000000004 6.5000000000000009 2.5000000000000004 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 29.500000000000004 1.0000000180025095e-35 80.500000000000014 78.500000000000014 0.19834428280591967 10.548237800598146 5.0079052448272714 0.0025011729449033742 0.0034375388640910391 3847.5000000000005 2.5000000000000004 7.5000000000000009 0.89099907875061046 5.6210083130281427e-06 124.50000000000001 141.50000000000003 1.2579915523529055 137.50000000000003 2.2404631376266484 41.500000000000007 1.2553434371948244 489.50000000000006 1069.5000000000002 9.5000000000000018 42.500000000000007 2901.5000000000005 1.1062316894531252 212.50000000000003 0.56415244936943065 0.0045848425943404445 83.500000000000014 105.50000000000001 0.00258766463957727 190.50000000000003 9.8454909324646014 1.5000000000000002 13.500000000000002 6.6461491584777841 0.73342043161392223 152.50000000000003 4.777540925715585e-05 1.0000000180025095e-35 1.0000000180025095e-35 2141.5000000000005 0.61648982763290416 0.73110863566398632 19.500000000000004 1.5000000000000002 3328.5000000000005 1.0000000180025095e-35 0.025864784605801109 0.036242829635739333 0.36688040196895605 0.21244469285011294 1.1652533411979678 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 4 21 5 7 11 8 47 10 17 -2 13 14 -4 -16 53 18 20 -20 -5 30 24 35 -23 27 -27 28 40 -30 31 32 33 45 -29 46 39 38 -38 -33 41 42 -25 -11 48 -3 -24 -1 49 -45 59 -49 -53 -13 -55 56 -56 -47 -59 60 -8 -61 right_child=1 3 12 9 -6 -7 50 -9 -10 43 -12 16 -14 -15 15 -17 -18 -19 19 -21 -22 22 23 25 -26 26 -28 34 29 -31 -32 36 -34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 44 -46 57 -48 51 -50 -51 -52 52 -54 54 55 -57 -58 58 -60 61 -62 -63 leaf_value=-0.043555547613691806 0.0066294752839208011 -0.0044048375315154297 0.0021150422628210901 0.013081957602809871 0.014591177357871491 0.027902950231872656 -0.0074476883188621711 -0.019788281123926457 0.016359410061172804 -0.026728813263309364 -0.0021686249906637564 0.0080517385082220817 0.013852696679898916 -0.0043591110072350682 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1229 109 1120 507 220 1615 1205 553 399 613 317 652 278 173 374 287 265 233 3433 2154 294 116 5787 1987 111 1631 5258 3439 627 562 505 430 217 159 1572 349 1223 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=63 num_cat=0 split_feature=35 35 1 1 1 35 1 1 33 7 7 6 36 36 5 5 36 35 6 36 36 4 18 7 7 7 33 17 36 33 36 8 5 8 11 4 7 8 8 1 33 8 17 6 8 8 33 36 5 5 6 2 7 36 19 36 36 6 7 36 8 17 split_gain=1.62512 0.327057 0.321147 0.107098 0.0898923 0.064359 0.0427095 0.021842 0.0183102 0.0121288 0.0114908 0.0172357 0.013067 0.0127346 0.0112008 0.0153276 0.010707 0.0104859 0.0115673 0.0291291 0.0191424 0.0173356 0.0103921 0.0131015 0.0175272 0.010246 0.0141443 0.00820036 0.0081658 0.0184995 0.00815802 0.00803815 0.00836189 0.00780979 0.00761998 0.00855976 0.0187397 0.0160544 0.0153349 0.0145451 0.0126922 0.0089587 0.00734113 0.00723258 0.00718449 0.0103043 0.0101425 0.0184818 0.0157887 0.0165683 0.0102803 0.0120262 0.021025 0.00893746 0.00716156 0.00790534 0.00852261 0.0121221 0.00996681 0.00707522 0.00706139 0.00705566 threshold=0.22500000149011615 0.10555555671453477 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 0.15476191043853763 2.5000000000000004 13.500000000000002 0.00015657240874134007 98.500000000000014 691.50000000000011 0.00027936273545492446 0.0017427999991923573 0.0026484010741114621 5201.5000000000009 4854.5000000000009 0.00023888314899522814 0.11805555596947671 0.0042834372725337752 0.030124640092253688 0.074652116745710387 6.5000000000000009 1.0000000180025095e-35 12.500000000000002 59.500000000000007 258.50000000000006 0.0032179992413148288 6.756364345550538 0.27858948707580572 0.033340062946081168 0.028610562905669216 2643.5000000000005 3978.5000000000005 2106.5000000000005 1.0000000180025095e-35 9.5000000000000018 100.50000000000001 2445.5000000000005 1826.0000000000002 6.5000000000000009 0.0055000423453748235 2244.5000000000005 15.372785568237306 0.0013005090877413752 1673.0000000000002 1819.5000000000002 0.0023791798157617454 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105.50000000000001 179.50000000000003 25.500000000000004 2188.5000000000005 526.50000000000011 82.500000000000014 1.2080978751182558 1.7417679429054262 2118.5000000000005 7.1621992588043222 1.2579915523529055 40.500000000000007 17.500000000000004 50.500000000000007 1.7310324907302859 57.500000000000007 1.5000000000000002 217.50000000000003 123.50000000000001 0.0055775844957679519 2185.5000000000005 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 3 4 7 -2 33 19 -1 9 -7 -8 52 13 14 15 16 18 -14 -12 21 -21 22 23 24 25 30 -27 32 -22 -30 -5 -32 -26 34 35 36 38 -37 -3 40 -35 -42 -41 44 -44 -45 -47 50 49 -49 -39 -24 60 -54 -55 56 -56 -58 59 -59 61 -4 right_child=2 5 11 6 -6 8 10 -9 -10 -11 12 -13 17 -15 -16 -17 -18 -19 -20 20 28 -23 51 -25 27 26 -28 -29 29 -31 31 -33 -34 39 -36 37 -38 47 -40 42 41 -43 43 45 -46 46 -48 48 -50 -51 -52 -53 53 54 55 -57 57 58 -60 -61 -62 -63 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0.354785 0.790616 0.33008 0.460537 0.0668192 2.19151 0.127353 0.282515 0.46132 0.480395 4.95073 1.79243 1.43186 1.26397 0.502148 0.761826 0.392356 2.90953 2.58495 2.40728 2.22673 2.01078 1.72934 1.3661 1.12187 0.881831 0.7025 0.528757 3.04814 0.31712 internal_count=31649 29064 2585 24898 4166 1659 8612 2471 220 1708 1621 1490 131 6141 2458 926 818 4352 330 4022 1612 630 484 982 868 313 124 703 667 562 520 231 149 289 140 149 269 2251 168 105 2410 1789 1447 547 430 366 137 229 123 859 773 705 659 587 486 392 326 255 208 155 1640 159 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=63 num_cat=0 split_feature=35 35 1 35 35 1 12 1 5 4 17 5 18 17 16 4 2 17 36 18 1 35 16 16 33 17 2 17 2 16 2 9 2 5 5 5 2 17 17 4 16 9 2 4 4 16 2 16 2 17 33 33 1 6 9 19 2 33 18 16 4 2 split_gain=1.49787 0.524671 0.161179 0.111304 0.111046 0.0690769 0.0260592 0.028442 0.013162 0.0172985 0.0151892 0.013678 0.0146298 0.0146681 0.0183301 0.0118224 0.0162118 0.0118159 0.0138579 0.0189821 0.0153898 0.0114588 0.0112128 0.017296 0.0110823 0.0103462 0.0106184 0.0148389 0.0100356 0.00958155 0.00953361 0.0175224 0.0175107 0.0122692 0.0321754 0.0120536 0.0111768 0.00889717 0.0184325 0.0136267 0.00858924 0.00851228 0.00842156 0.00835726 0.0105168 0.0082143 0.00983935 0.00819164 0.00828998 0.0123705 0.00790436 0.0140272 0.00739605 0.00700165 0.014815 0.00999453 0.0134863 0.0180724 0.00889892 0.010501 0.00681208 0.00925115 threshold=0.29166667163372045 0.11805555596947671 1.5000000000000002 0.18333333730697635 0.054093567654490478 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 2909.5000000000005 107.50000000000001 78.927696228027358 2977.5000000000005 10.500000000000002 2.8100341558456425 2.1410287618637089 6.5000000000000009 87.500000000000014 41.45836257934571 0.030682506039738659 1.0000000180025095e-35 3.5000000000000004 0.13392857462167743 0.83861076831817638 0.99635267257690441 0.047978824004530914 11.97030544281006 47.500000000000007 6.0690836906433114 1262.0000000000002 0.98267468810081493 132.50000000000003 1.0000000180025095e-35 22.500000000000004 2085.5000000000005 2528.5000000000005 2881.5000000000005 163.50000000000003 49.524297714233406 11.771689414978029 13.500000000000002 1.2503718733787539 8.5000000000000018 50.500000000000007 90.500000000000014 45.500000000000007 1.3574629426002505 30.500000000000004 0.73342043161392223 5.5000000000000009 3.6752222776412968 0.022708874195814136 0.017404969781637195 17.500000000000004 0.00058086076751351367 3.5000000000000004 7.5000000000000009 394.50000000000006 4.0508530219085521e-05 1.5000000000000002 1.5276241898536684 16.500000000000004 19.500000000000004 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 4 5 21 52 -2 7 15 9 10 17 -10 13 -13 37 16 25 18 19 45 29 30 -22 -24 50 26 27 47 43 42 31 -3 -33 -34 -35 -36 -32 38 -15 -40 -28 -23 -20 44 60 46 -5 -6 -49 -50 51 53 -1 55 58 56 57 -17 59 -55 61 -4 right_child=2 3 28 8 6 -7 -8 -9 11 -11 -12 12 -14 14 -16 24 -18 -19 20 -21 22 41 23 -25 -26 -27 40 -29 -30 -31 36 32 33 34 35 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 48 49 -51 -52 -53 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=-0.051425291968717791 0.051329667643503878 -0.021374509710633448 0.022953342194967103 0.0054196933632582453 0.0015023936130379818 0.029125131289595946 -0.066942021257910517 -0.024911737301413692 0.019266250705781945 -0.013788333181432261 0.013816235745969449 0.019258556381954419 -0.0089387019566857778 0.001928225984597622 -0.0067384797938076892 -0.030184926123014745 -0.034050934312472164 -0.0069698972322397067 0.01124981181264721 0.013019669601559309 0.0092997384854869043 -0.006271472908295047 -0.016180038451529606 0.0030534421417033942 0.010955375452543513 0.0025895391793811975 -0.042114038311234309 0.004131029508974586 0.0053545241376328169 0.014983083555040664 -0.035361906802665093 -0.021191416243531654 -0.014747648068177849 0.026024629779166548 -0.021705613547035398 0.0026146070549308716 -0.013386714465255974 0.00071114429337295216 0.024034395269198348 0.0087847640072599535 -0.020540223264358143 0.0055349858296216432 -0.0027675630435138507 0.026915598781177576 0.0039851677560389575 -0.014039293935431619 -0.0076356749658851412 -0.036027574191207112 -0.012099624356860902 -0.030612384981548248 -0.029938220747519284 0.013565429644571053 -0.035452684371018992 -0.014562611877782322 -0.035265693639330825 -0.021421434141296103 0.017107679571525872 0.0047075842284484727 -0.032488946402334747 0.005403390555637707 0.021277942982441723 0.013576342483782963 leaf_weight=0.30378055151565142 0.43564302244337505 0.16777449416986001 0.31715261322278987 0.23306937990855825 0.046194064914744759 1.7870766675202674 0.029244383844797883 1.5149743428262548 0.17398915289959438 0.18896238557317691 0.24226852614083316 0.18707208786509077 0.18040404858766113 0.48624822380452293 0.30008273231214833 0.063960663235775206 0.17337452650644991 0.42036114901748067 0.21719414999097331 0.16375985956483419 0.2065789585467428 3.7234669593949552 0.19410738622536883 0.29382271194481291 0.046720805301447288 0.06073674253639183 0.07615064955825801 0.082452287818341574 0.2153477621031924 0.41647030433523469 0.064496458639041521 0.10611917671030824 0.093169971041788813 0.12522561501828022 0.076409265500842594 0.1528874313517008 0.56248457352376136 0.43270095553452836 0.24708924653259601 0.35981495359737892 0.11705300805260777 0.1591946802568599 0.21148857546904765 0.18200096362124885 0.17475515662954411 0.2142776165419491 0.37901032573427074 0.073355138605620596 0.29209765004832633 0.13057565441249608 0.07193250920840899 0.048149669253689242 0.095183590070973878 0.60402964964805506 0.092302906263284967 0.091785578215421992 0.066070157492504222 0.088399012497575313 0.059913989677625068 0.073913517022447195 0.60682394304603793 1.5413846324272524 leaf_count=16081 722 80 86 80 46 937 37 5367 50 65 69 58 57 131 96 66 173 137 65 44 64 1567 60 76 51 60 83 95 74 104 53 70 62 44 45 100 379 121 66 106 92 58 69 52 62 59 131 72 230 156 83 46 956 728 131 95 32 67 82 69 176 476 internal_value=0.000232597 -0.0076885 0.0232457 -0.00188927 -0.0224887 0.0334771 -0.0199206 -0.0195656 0.0029129 0.000911044 0.00178112 0.00577216 0.00470176 0.00592421 0.00455807 -0.0161325 -0.020078 0.000792781 0.00208267 -0.00253207 0.00505028 -0.00716654 -0.000464161 -0.00459798 -0.0129572 -0.0173208 -0.0187994 -0.015631 0.0157586 0.00958181 -0.0111372 -0.0072185 -0.00293001 0.0013986 0.0056419 -0.0054897 -0.0156473 0.00677971 0.00918182 0.0149934 -0.0290435 -0.00578739 0.00433441 0.0165525 0.0158381 -0.00561397 -0.00266442 -0.0186361 -0.0205115 -0.0178187 -0.0138436 -0.0128695 -0.0476146 -0.0139857 -0.0163806 -0.00757659 -0.00175889 -0.00994031 -0.0140182 -0.0123858 0.0166783 0.0151765 internal_weight=20.5425 15.2824 5.26018 10.98 4.30235 2.22272 3.90339 3.87414 5.74877 3.38137 3.19241 2.3674 2.19341 2.01301 1.82594 2.35917 1.05199 2.95014 2.52978 0.990117 1.53966 5.23123 0.694509 0.48793 1.30718 0.878615 0.817878 0.624675 3.03747 0.845153 1.34857 0.721586 0.553811 0.447692 0.354522 0.229297 0.626981 1.52585 1.09315 0.606904 0.193204 3.88266 0.428683 2.82212 2.64012 0.826357 0.61208 0.542223 0.496028 0.422673 1.26046 1.18853 0.398964 1.14038 0.83016 0.310215 0.21843 0.15236 0.737857 0.677943 2.46536 1.85854 internal_count=31649 29064 2585 4166 24898 1659 7861 7824 1708 1023 958 685 635 578 520 2457 1007 889 752 314 438 2458 200 136 1450 834 774 599 926 238 833 401 321 251 189 145 432 424 303 172 175 1625 134 852 800 270 211 504 458 386 1399 1316 17037 1270 1010 260 165 133 879 797 738 562 is_linear=0 shrinkage=0.05 end of trees feature_importances: query_age_days=1210 query_citation_count=1191 candidate_position=1003 age_ratio=968 citation_count_ratio=966 candidate_citation_count=757 candidate_citations_per_year=726 position_inverse=724 candidate_influential_citations=703 citations_x_recency=690 category_x_recency=604 candidate_age_days=439 candidate_num_cited_by=401 candidate_recency_score=387 query_num_references=204 co_citation_count=179 query_log_citations=174 year_diff=151 candidate_log_citations=86 same_primary_category=55 shared_author_count=35 candidate_is_newer=3 parameters: [boosting: gbdt] [objective: lambdarank] [metric: ndcg] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 500] [learning_rate: 0.05] [num_leaves: 63] [num_threads: 0] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 20] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: 5,10,20] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null