tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=9 objective=binary sigmoid:1 feature_names=recent_runs recent_win_rate recent_top3_rate recent_avg_finish recent_best_finish recent_avg_time recent_graded_top5_rate experience_score distance_m surface_turf feature_infos=[0:10] [0:1] [0:1] [1:99] [1:99] none none [0:1] [1000:3400] none tree_sizes=3309 3386 3398 3404 3404 3406 3409 3413 3411 3404 3411 3410 3426 3394 3405 3413 3397 3411 3429 3412 3424 3412 3430 3436 3429 3430 3448 3431 3432 3441 3431 3429 3409 3432 3431 3446 3453 3424 Tree=0 num_leaves=31 num_cat=0 split_feature=3 3 0 3 1 3 3 2 3 8 2 8 1 2 0 0 3 0 2 8 4 1 3 2 3 3 3 2 1 3 split_gain=291.065 40.4934 36.6753 41.7418 17.6867 6.72218 5.57381 5.44102 5.13143 4.93016 4.7424 4.17687 3.77839 3.38792 3.26638 3.87009 3.25067 3.07778 3.00879 3.85608 2.42138 2.40798 2.20332 2.61632 2.07987 2.35458 1.98012 3.35922 1.86244 1.78499 threshold=5.354166666666667 3.4722222222222228 1.0000000180025095e-35 7.1833333333333345 0.2678571428571429 2.7638888888888893 11.366666666666669 0.29285714285714287 3.3166666666666669 1700.0000000000002 0.41428571428571431 2100.0000000000005 0.15476190476190479 0.5634920634920636 1.5000000000000002 3.5000000000000004 3.2678571428571432 3.5000000000000004 0.43650793650793657 1900.0000000000002 2.5000000000000004 0.15476190476190479 4.8819444444444455 0.5634920634920636 6.3166666666666673 5.6125000000000007 5.2678571428571432 0.31666666666666671 0.31666666666666671 4.6833333333333345 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 14 17 -4 9 28 26 16 18 -11 -1 -16 -7 -5 19 -12 -19 24 23 -20 25 -9 29 -28 -6 -3 right_child=2 10 3 6 8 11 -8 21 -10 13 12 -13 -14 -15 15 -17 -18 20 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.145039033515139 -1.2262573941254615 -1.2022406704065074 -1.2368942123102011 -1.2535458524259879 -1.120163474788332 -1.1600911326567307 -1.2741462248476703 -1.221440240744694 -1.2477879777716072 -1.2135375468946397 -1.0283458286555263 -1.2067891745324797 -1.2011646110572185 -1.1588804326433642 -1.0916659173230363 -1.1393706105431547 -1.1103155415355497 -1.2522994038945554 -1.1669105188634907 -1.1836972174126941 -1.2722227790710861 -1.2299832307726086 -1.2069663234075705 -1.1975188726446997 -1.2245822004939166 -1.1854541181455984 -1.1301864126607539 -1.2069659261715648 -1.195294624665441 -1.2165063412832811 leaf_weight=17.075590436941297 240.38692418238423 47.648146452954606 106.68059652876832 134.11736354766305 0.84878269509499915 28.064197973749092 72.560201589345979 7.1504668352941989 2.8264135310075309 3.1666222876945112 0.73543306612145787 4.298435369624257 41.174996420867672 27.086656106499021 9.037266038626969 8.0282717647997952 3.7141432231737204 21.69713112521913 21.693034955291612 0.87432837491815008 51.32487597389445 22.773452288536191 7.4422023773317951 10.294702623410158 12.619660834596287 12.47723405088959 2.2137369417339405 3.9962455380865549 29.272803754045029 40.621632038691544 leaf_count=409 5879 1040 2159 2683 46 671 1428 159 74 71 25 122 1079 634 208 194 108 460 538 21 912 510 157 266 272 307 52 92 688 921 internal_value=-1.2237 -1.18354 -1.24197 -1.25053 -1.16275 -1.14548 -1.26222 -1.23031 -1.18194 -1.17886 -1.19924 -1.16053 -1.19046 -1.1646 -1.12958 -1.11411 -1.15427 -1.25804 -1.17973 -1.11272 -1.2663 -1.21754 -1.18246 -1.17676 -1.20875 -1.19856 -1.20689 -1.1796 -1.19318 -1.20881 internal_weight=991.902 310.114 681.788 441.401 133.419 70.2179 279.7 161.701 63.2013 60.3749 176.694 36.0768 82.2147 30.2533 34.1411 17.0655 31.7783 207.139 41.0397 1.60976 73.022 55.0208 39.4299 31.9877 32.2474 19.6277 94.4798 6.20998 30.1216 88.2698 internal_count=22185 7416 14769 8890 3225 1712 5483 3407 1513 1439 4191 901 2086 705 811 402 779 4055 1007 46 1372 1248 961 804 738 466 2105 144 734 1961 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 3 2 3 8 2 0 1 0 4 0 1 0 8 3 8 2 8 8 1 3 3 2 8 8 split_gain=259.425 34.1566 34.0213 39.2432 13.0389 7.5848 5.39786 4.9461 4.20331 3.33033 3.95579 3.2959 3.22671 2.95306 2.34002 2.33595 5.10091 3.19731 2.78383 2.33049 6.49017 2.29784 2.46932 2.17425 2.15428 2.12528 1.89311 1.9648 1.86401 2.06209 threshold=5.354166666666667 3.8660714285714293 58.500000000000007 7.1833333333333345 0.21111111111111114 2.7638888888888893 11.366666666666669 0.29285714285714287 3.3166666666666669 1700.0000000000002 0.5634920634920636 1.5000000000000002 0.31666666666666671 3.5000000000000004 2.5000000000000004 7.5000000000000009 0.11805555555555557 4.5000000000000009 1450.0000000000002 3.6458333333333335 1550.0000000000002 0.41428571428571431 1700.0000000000002 2350.0000000000005 0.15476190476190479 2.2250000000000005 5.2111111111111121 0.31666666666666671 1450.0000000000002 2350.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 5 11 13 -2 9 12 -11 -1 -6 -5 -15 17 18 -7 -17 28 -21 26 -23 -24 -9 -13 -3 -28 -10 -30 right_child=2 21 -4 6 8 15 -8 24 19 10 -12 25 -14 14 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.071591953172883763 -0.012623306201039236 0.012736294907908608 -0.0024285589762233465 -0.02883115384136152 0.073262566644312688 0.058570268624314262 -0.049313697269746881 0.014088338975700585 -0.041226462964671362 0.0070921596145687152 0.060525151074593067 0.14012057625384908 0.026567504477607223 -0.027607272943680691 -0.047380649798195271 0.12688910756719407 0.12785474693246068 0.0279109890786465 0.0015652523600765981 0.1333342971089565 0.0021792204520588673 0.017975304244512793 0.044885010329569028 0.0090543758792621075 -0.0059856743329359582 0.093518447977484709 0.062595223057344176 0.014084520210517624 0.023511496856998465 -0.060598378394473421 leaf_weight=17.804553336366741 105.9126662440901 82.473216634904958 240.05218611818486 131.93158009748686 4.2255368995320159 36.776777399533614 70.559866596443499 32.50990264209463 2.3475651655603524 3.9078180186374984 30.485777044133926 3.1551776399946894 29.725702805068536 21.358307591849552 49.963990647020182 0.58190311265207073 3.1364237801662966 11.061130937342282 1.8578593366764833 1.341763463090955 3.1758259729867859 31.276375986669109 23.196818337382869 5.1792160111796184 22.695441096903011 10.892234995684587 4.0694981908636674 4.2852316443179461 5.070451748764043 0.85101310753816495 leaf_count=409 2159 1820 5879 2683 114 811 1428 738 53 87 687 77 688 460 912 23 112 265 89 36 83 759 602 122 510 240 82 101 137 19 internal_value=-1.76658e-05 0.0373031 -0.0175383 -0.0258778 0.052914 0.0665669 -0.0373987 -0.00629852 0.0385654 0.043488 0.0544541 0.0858783 0.0323791 -0.0332624 -0.0414593 0.0550511 0.0856772 0.0514812 0.031456 0.0122539 0.0411334 0.020041 0.027665 0.0383452 0.00583572 0.103986 0.0150338 0.0377136 -0.00352374 0.0114235 internal_weight=991.862 316.878 674.984 434.932 166.398 85.2661 273.814 161.118 81.1315 68.3448 34.3936 31.852 33.9512 203.254 71.3223 53.4141 5.57619 47.8379 2.43976 12.7866 4.51759 150.48 59.6524 28.376 55.2053 14.0474 90.8279 8.35473 8.26903 5.92146 internal_count=22185 7416 14769 8890 3930 2026 5483 3407 1904 1576 774 726 802 4055 1372 1300 224 1076 112 328 119 3486 1483 724 1248 317 2003 183 209 156 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 3 2 2 8 0 0 4 3 0 1 2 3 2 8 0 8 8 8 1 0 1 0 8 0 split_gain=231.661 31.5472 36.8851 29.0782 10.8466 6.18151 5.23207 4.49649 3.62087 4.71061 2.83469 2.62484 2.26305 2.14458 2.49816 3.13965 2.39855 2.0601 2.00361 2.12814 1.93215 2.42576 1.92445 1.86639 1.79026 1.82015 1.77747 2.33938 1.79556 1.75879 threshold=5.354166666666667 58.500000000000007 7.1833333333333345 3.8660714285714293 0.21111111111111114 2.7638888888888893 11.366666666666669 0.29285714285714287 0.73214285714285732 1450.0000000000002 3.5000000000000004 1.5000000000000002 2.5000000000000004 6.3166666666666673 3.5000000000000004 0.29285714285714287 0.5634920634920636 5.6833333333333345 0.41428571428571431 1700.0000000000002 3.5000000000000004 1700.0000000000002 2100.0000000000005 2350.0000000000005 0.73214285714285732 6.5000000000000009 0.15476190476190479 5.5000000000000009 1900.0000000000002 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 left_child=3 2 7 4 5 11 10 -2 -6 -10 -4 -1 29 14 -9 16 17 -16 -5 -20 -13 -22 -7 -21 25 -11 27 -19 -28 -12 right_child=1 -3 6 18 8 22 -8 13 9 24 12 20 -14 -15 15 -17 -18 26 19 23 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.06553875946567822 -0.012078238947161948 -0.002310277128770201 -0.02784777451125919 0.014163477076546789 0.022411226694558199 0.054477767112248804 -0.048221718824509423 0.029449670889437396 0.018026301221991309 0.065768128610016713 -0.042725150195538728 0.10595816327017669 -0.046276847233474826 -0.0076663137276524497 -0.015455072654011102 -0.052178830492061762 0.074578280618407919 -0.01678460818691908 0.01691012561485156 0.041620423384167118 0.027333882336986651 0.1003039814068617 0.027043302050521523 0.0085593033747232896 0.040986085758008856 -0.005857437585250101 -0.032088259284608199 0.053256608013854914 0.036424170081244094 -0.01364315116701968 leaf_weight=18.458629264131403 105.17690444231124 239.73365054760541 129.81566820458556 91.560477948169478 31.120978034318313 47.564689928908223 68.599907894798889 13.860142890325731 13.045262708235553 20.124256845370713 9.4032533262461602 10.182330543341775 48.632040126764878 19.796883154175703 7.6706511097868413 2.3590398282827882 1.2975874000378542 1.5991766164079289 31.576197819165145 23.750547964185959 2.1016258447580176 2.4863703319916226 7.3846850669833648 5.2041836506410837 17.548141817626401 0.92786929096473514 2.5968545541479102 4.6839602494237624 1.5137737268814815 11.627309306937603 leaf_count=409 2159 5879 2683 2003 733 1123 1428 256 336 421 146 208 912 431 186 73 33 22 759 602 48 61 177 122 356 58 62 153 32 314 internal_value=-3.2343e-05 -0.0168354 -0.0249593 0.0347335 0.0488834 0.0610855 -0.0363103 -0.00600664 0.0358834 0.0440016 -0.0322141 0.0781094 -0.0403506 0.00552487 0.0128643 0.00228116 0.00891649 0.00419993 0.0188296 0.0258877 0.0938191 0.0668785 0.0507908 0.0356782 0.0527802 0.0626112 0.0187054 0.0354298 -0.00685798 -0.0266464 internal_weight=991.403 668.367 428.633 323.036 170.945 88.1783 268.078 160.555 82.7665 51.6455 199.478 33.229 69.6626 55.3781 35.5812 21.721 19.362 18.0644 152.091 60.5309 14.7703 4.588 54.9494 28.9547 38.6003 21.0521 10.3938 6.28314 4.11063 21.0306 internal_count=22185 14769 8890 7416 3930 2026 5483 3407 1904 1171 4055 726 1372 1248 817 561 488 455 3486 1483 317 109 1300 724 835 479 269 175 94 460 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 3 2 3 3 8 2 8 1 0 3 2 8 2 4 3 0 1 2 3 0 3 4 8 0 3 split_gain=207.229 29.2455 34.647 25.1437 10.4397 5.07425 4.082 3.85794 3.52953 3.15305 3.06372 2.97445 2.84041 2.72207 2.44015 2.42924 2.87739 2.2486 2.18898 1.92148 2.20293 2.90155 2.06242 1.85016 1.75506 1.98013 1.70596 1.68815 1.67583 1.67503 threshold=5.354166666666667 1.0000000180025095e-35 7.1833333333333345 3.4722222222222228 0.2678571428571429 11.366666666666669 0.29285714285714287 3.3166666666666669 2.7638888888888893 1900.0000000000002 0.41428571428571431 2100.0000000000005 0.15476190476190479 3.5000000000000004 3.2678571428571432 0.43650793650793657 1900.0000000000002 0.5634920634920636 2.5000000000000004 6.3166666666666673 3.5000000000000004 0.29285714285714287 0.5634920634920636 5.6833333333333345 1.5000000000000002 2.2250000000000005 5.5000000000000009 1700.0000000000002 5.5000000000000009 4.8819444444444455 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 27 6 4 8 13 28 9 24 -6 -5 14 15 26 -10 16 -12 -11 -15 20 -8 22 23 -22 -1 -26 -4 -2 -3 -17 right_child=1 2 5 10 7 -7 19 -9 11 17 12 -13 -14 18 -16 29 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.060291123069384757 -0.0060304627130700192 -0.0085989266342872996 -0.016571286879150059 0.014000134633791031 0.027392897877555361 -0.047161541922711575 0.02753045336585716 -0.023801363208319409 0.049918527447621597 0.0026672906442785256 0.16099019178675197 0.011642638087579461 0.017815683993095348 -0.025714258334528242 0.090743474538447319 0.038294026478076143 0.032798580145878907 0.055074719030033241 -0.045203033266589171 -0.0073143120758424676 -0.014810076742941046 -0.051074910848407033 0.068033967047609847 0.017575786645736481 0.10990101939727047 0.072694687527542268 -0.03012493750451703 0.0024012449137401776 -0.025125575407075246 0.012520360427902992 leaf_weight=19.045956453516936 130.5912867917221 85.793542608719576 30.494465162228835 96.954942747190216 40.085837185345241 66.683900443431412 14.07918802374388 2.8138426092533555 30.672415519717163 2.2560378738498938 0.83217605613344747 4.5116283608099357 42.902759442589741 20.713884404195596 4.1561643802450581 34.048961377656241 0.92355094437334628 22.063976832188501 47.331244629246612 19.714292646156878 7.6061626091635146 2.291256505846035 1.3498496149491064 10.494779702285483 4.6991982747908905 14.961350139082411 97.275392259431555 108.83927670325664 18.678757027147299 7.7362195664791207 leaf_count=409 3156 1697 598 2105 938 1428 256 74 671 49 25 122 1079 460 108 804 21 452 912 431 186 73 33 269 98 304 2085 2723 462 157 internal_value=-4.42826e-05 -0.0161587 -0.0240702 0.0324104 0.0479494 -0.035249 -0.0057311 0.0335062 0.0603889 0.03601 0.0201022 0.049842 0.0269463 -0.0311922 0.0547903 0.0359431 0.0935586 0.0502132 -0.0392704 0.00522235 0.0121219 0.00214405 0.00841312 0.00396698 0.0711084 0.0815876 -0.0268901 -0.00219761 -0.0115538 0.0335222 internal_weight=990.602 661.937 422.507 328.665 145.266 262.499 160.008 67.2197 78.0467 64.4059 183.399 39.3402 86.4437 195.815 34.8286 43.5409 1.75573 24.32 68.0451 55.5355 35.8212 21.742 19.4508 18.1009 38.7065 19.6605 127.77 239.431 104.472 41.7852 internal_count=22185 14769 8890 7416 3225 5483 3407 1513 1712 1439 4191 901 2086 4055 779 1007 46 501 1372 1248 817 561 488 455 811 402 2683 5879 2159 961 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 3 3 2 3 0 8 2 1 4 8 3 8 0 1 0 8 1 0 3 8 8 4 3 0 4 split_gain=185.63 27.0987 32.5312 21.7509 7.98019 4.92298 4.27688 3.70691 2.85025 2.61333 2.21203 2.73694 2.33721 2.11853 2.11615 1.93475 5.25391 1.85903 3.94442 2.44072 2.17127 1.73496 1.69282 2.26567 1.67853 1.85655 1.60894 1.56111 1.55295 1.591 threshold=5.354166666666667 1.0000000180025095e-35 7.1833333333333345 3.8660714285714293 0.21111111111111114 11.366666666666669 2.7638888888888893 0.29285714285714287 3.3166666666666669 3.5000000000000004 1700.0000000000002 0.5634920634920636 0.31666666666666671 2.5000000000000004 1700.0000000000002 3.6458333333333335 1550.0000000000002 7.5000000000000009 0.11805555555555557 4.5000000000000009 1450.0000000000002 0.15476190476190479 5.5000000000000009 7.5277777777777786 1450.0000000000002 2350.0000000000005 5.5000000000000009 3.3541666666666674 5.5000000000000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 7 4 6 9 14 28 10 26 12 -12 -6 22 -1 24 -17 19 20 -8 -19 -9 -11 -24 -10 27 -4 -26 29 -3 right_child=1 2 5 -5 8 -7 17 21 15 13 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.053745943083914061 -0.0020905603317905048 0.010184570641609964 -0.015898185159527064 0.016598213443560439 0.059507582218747773 -0.046129578854704721 0.046735846433887562 0.012241625741507361 -0.040805668208803818 -0.040953366695815729 0.004598950262777084 0.048369604431067317 0.021252753355930184 -0.044155992120063825 0.07816669051645142 0.1139923960687115 -8.224701144447231e-05 0.10250314599416087 0.10483234855967818 0.020767470397149851 -0.0030074294593975892 -0.0057301297305172904 0.023221485732620336 -0.02612355762382701 -0.02484414497730332 -0.06004060587121407 -0.029136501048287605 0.036851643877136353 -0.024218229824377595 -0.01074207501885829 leaf_weight=17.702198270172062 239.14209575787709 10.333163917069212 30.203844684319392 155.08894716533234 4.5814421883533205 64.814703301897907 39.717419065380142 33.061494929020341 2.3266553777798418 9.0395503948511777 4.0055234843277949 32.952981444656331 31.069631356672971 46.063364769071086 17.781673305935755 1.4636693674005972 3.2518637719765593 0.65054027596488539 3.4829331177588756 11.717857418390507 1.9467188207968318 22.615080929566176 3.2624169422451805 8.1062733077087596 1.4026949876397052 0.83523214633169107 95.59018820798218 3.8112340813095216 18.416438192699985 75.04818459979208 leaf_count=358 5879 182 598 3486 114 1428 811 738 53 146 87 687 688 912 368 36 83 23 112 265 89 510 81 233 36 19 2085 101 462 1515 internal_value=-5.42584e-05 -0.0155059 -0.0232075 0.030299 0.0421895 -0.0342127 0.0523325 -0.00546676 0.0311827 -0.0301954 0.0350545 0.0436258 0.0261688 -0.0382145 0.0659837 0.00970814 0.0353257 0.0439104 0.0700557 0.0408198 0.02342 0.00494174 -0.024804 -0.0119633 -0.00471442 0.00916716 -0.0259579 0.0202537 -0.0110498 -0.00820946 internal_weight=989.486 655.697 416.555 333.789 178.7 257.08 92.9993 159.474 85.7009 192.266 72.6096 36.9585 35.6511 66.4716 35.4839 13.0913 4.71553 57.5155 6.08019 51.4353 2.59726 55.6766 20.4082 11.3687 8.37582 6.04916 125.794 5.21393 103.798 85.3813 internal_count=22185 14769 8890 7416 3930 5483 2026 3407 1904 4055 1576 774 802 1372 726 328 119 1300 224 1076 112 1248 460 314 209 156 2683 137 2159 1697 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 3 2 3 2 0 3 8 8 1 2 8 4 3 3 0 1 2 3 1 2 2 3 3 2 8 split_gain=166.471 25.0968 30.5358 18.9308 7.62127 4.77617 3.3681 2.97766 2.52844 2.50958 2.50334 2.43911 2.38414 2.37909 2.05606 2.28398 2.04849 1.99198 1.73218 1.92183 2.64183 1.79321 1.65658 1.63069 1.61024 1.55139 1.77995 1.54262 2.41033 1.53036 threshold=5.354166666666667 1.0000000180025095e-35 7.1833333333333345 3.4722222222222228 0.2678571428571429 11.366666666666669 0.29285714285714287 3.3166666666666669 0.41428571428571431 3.5000000000000004 2.7638888888888893 2100.0000000000005 1700.0000000000002 0.15476190476190479 0.43650793650793657 1900.0000000000002 2.5000000000000004 3.2678571428571432 6.3166666666666673 3.5000000000000004 0.29285714285714287 0.5634920634920636 5.6833333333333345 0.21111111111111114 0.5634920634920636 0.64583333333333337 4.8819444444444455 5.2678571428571432 0.31666666666666671 1700.0000000000002 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 left_child=3 29 6 4 10 9 -3 12 27 -4 -1 17 -6 14 15 -10 23 -12 19 -8 21 22 -21 -11 -14 26 -16 -5 -29 -2 right_child=1 2 5 8 7 -7 18 -9 13 16 11 -13 24 -15 25 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.060572181586728426 -0.0056504697815891909 -0.010565968535361327 -0.025050196621170997 0.01054615551898189 0.021683754625214633 -0.045122666155200677 0.025412847137583752 -0.021850217418892735 0.1408817876496555 -0.017030180163955657 0.043111624073501692 0.008901065248451712 0.0071914049003127326 0.015568536397651645 0.039517788785183208 0.029520676927109208 -0.043132908662563536 0.078966075045220574 -0.007246335459664105 -0.014384496397302556 -0.04988968293313642 0.062264573552286095 0.016235320160395719 -0.053317320241827483 0.04413494486199096 0.0093122222928199664 0.010659341318656979 0.074871816069168665 0.012374128698833598 0.0023853034279282077 leaf_weight=40.974413279251124 130.00992260661104 103.15101167434921 123.88644698950452 91.934501601853896 32.377773666330995 62.99455239807412 14.323776827785421 2.7321169412847004 0.89625844000283794 16.289710378192471 32.050588706600138 4.6251540415928494 3.260290886933034 43.733566400977509 28.778147573410308 0.94685810471173681 44.829755872427995 4.4064034617108225 19.697309610557966 7.5632550944720931 2.2173508158720088 1.39793727804465 10.619227190089587 3.8225390127963683 30.944902369275979 7.6400788811933458 6.5614586458627846 2.4519944099386057 4.1602057616754564 108.85780677617669 leaf_count=811 3156 2159 2683 1961 734 1428 256 74 25 385 671 122 71 1079 662 21 912 108 431 186 73 33 269 75 634 168 131 52 92 2723 internal_value=-6.26077e-05 -0.0148759 -0.0223697 0.0283696 0.0415161 -0.0332008 -0.00521221 0.0293092 0.0177338 -0.0292236 0.0518275 0.0431058 0.0314085 0.0238653 0.0319604 0.0836726 -0.0371849 0.0474452 0.00468133 0.0111856 0.00183652 0.00769416 0.00349858 -0.0239269 0.0406136 0.0297428 0.0341597 0.0122238 0.0355501 -0.00198837 internal_weight=988.135 649.661 410.793 338.475 151.372 251.823 158.97 69.3151 187.103 188.828 82.0566 41.0821 66.583 88.5564 44.8228 1.84312 64.942 36.457 55.8189 36.1215 21.7978 19.5804 18.1825 20.1122 34.2052 42.9797 35.3396 98.5467 6.6122 238.868 internal_count=22185 14769 8890 7416 3225 5483 3407 1513 4191 4055 1712 901 1439 2086 1007 46 1372 779 1248 817 561 488 455 460 705 961 793 2105 144 5879 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 3 3 2 8 0 3 0 3 8 8 2 1 3 0 1 2 0 1 0 8 8 8 3 8 3 split_gain=149.452 23.2319 28.6399 16.6389 6.0139 4.63407 3.06522 3.05702 2.41446 2.28471 2.14308 1.82478 1.6526 4.3914 1.64153 2.1105 1.80819 1.55553 1.70031 2.44546 1.55995 1.55343 3.25908 1.99587 1.80588 1.53848 1.70223 1.49768 1.71124 1.49122 threshold=5.354166666666667 1.0000000180025095e-35 7.1833333333333345 3.8660714285714293 0.21111111111111114 11.366666666666669 2.7638888888888893 0.29285714285714287 1300.0000000000002 3.5000000000000004 3.3166666666666669 1.5000000000000002 3.6458333333333335 1550.0000000000002 1700.0000000000002 0.5634920634920636 0.31666666666666671 6.3166666666666673 3.5000000000000004 0.29285714285714287 0.5634920634920636 7.5000000000000009 0.11805555555555557 4.5000000000000009 1450.0000000000002 1450.0000000000002 2350.0000000000005 6.7750000000000012 1550.0000000000002 5.6833333333333345 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 7 4 6 8 11 -3 -4 -10 14 -1 25 -14 16 -16 -6 18 -9 20 29 23 24 -8 -23 -12 -27 -19 -29 -20 right_child=1 2 5 -5 10 -7 21 17 9 -11 12 -13 13 -15 15 -17 -18 27 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.046672961420374068 -0.001891308029512108 -0.010099689556591478 -0.017926129890478228 0.014669636920067312 0.051620200391942865 -0.044138021764141382 0.040769953286149886 0.023822965726950186 -0.026759596401282185 -0.040035854618825278 -0.039773045101971681 0.068921226290401302 0.10135528864928084 -0.00078218866584328162 0.0036403119987253093 0.041833327319245057 0.018680510710922877 -0.017287860834401002 -0.013777674982610505 -0.048860047417343566 0.057371428467070273 0.089204217327309321 0.092146118740508764 0.017611290965262323 -0.0046792064616526441 0.018759046973782681 -0.059134246324283726 0.039742018739856465 -0.009912856638015461 0.015291216622588019 leaf_weight=20.62943666416912 238.60524243049713 102.53373225667829 43.234929495177312 157.70729843375128 4.7957841652569178 61.225135887074657 41.265618977426243 14.510731920509896 92.348416490836826 49.924372049563317 2.2769305031033564 16.658765152110618 1.5505172955599835 3.2756626237231785 4.042866953742986 34.344522487405584 31.738673390478937 12.543424257778499 7.5031207838532721 2.1525289259626552 1.4401580754611121 0.69108109030639697 3.6891655307481415 12.011546600128495 1.9790029690566369 5.2768975543279879 0.80890470795566205 3.0486274227678214 4.0271379744772275 10.70875355258775 leaf_count=409 5879 2159 980 3486 114 1428 811 256 2014 1061 53 317 36 83 87 687 688 275 186 73 33 23 112 265 89 137 19 67 89 269 internal_value=-6.93702e-05 -0.0142687 -0.0215572 0.0266026 0.0367732 -0.0322104 0.0453677 -0.00497043 -0.0282738 -0.0314183 0.0273191 0.0566125 0.00873355 0.0320317 0.0305908 0.0378109 0.0230044 0.00443203 0.0105607 0.00173475 0.00727651 0.0383367 0.0616943 0.0355487 0.0196201 -0.00471196 0.00840573 -0.00691215 0.0114812 0.00331511 internal_weight=986.549 643.806 405.201 342.743 185.035 246.733 96.9246 158.468 185.508 142.273 88.1108 37.2882 13.1889 4.82618 74.9218 38.3874 36.5345 55.9345 36.3153 21.8046 19.652 59.6364 6.35925 53.2772 2.67008 8.36273 6.0858 19.6192 7.07577 18.2119 internal_count=22185 14769 8890 7416 3930 5483 2026 3407 4055 3075 1904 726 328 119 1576 774 802 1248 817 561 488 1300 224 1076 112 209 156 431 156 455 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 2 3 0 4 3 8 0 3 0 4 3 1 0 4 0 4 3 2 8 3 8 8 2 1 split_gain=134.293 21.4944 26.8401 14.5744 5.22004 4.49629 2.77337 2.66359 2.32464 2.02511 1.87738 1.75511 1.61812 2.12344 1.5678 1.5598 1.48674 1.46609 1.45573 1.46009 1.53554 3.07383 1.43593 1.5652 2.18305 1.73334 2.2799 1.42904 1.83872 1.57334 threshold=5.354166666666667 58.500000000000007 7.1833333333333345 3.8660714285714293 0.21111111111111114 11.366666666666669 0.29285714285714287 2.7638888888888893 3.5000000000000004 2.5000000000000004 3.3166666666666669 1450.0000000000002 5.5000000000000009 7.5277777777777786 9.5000000000000018 5.5000000000000009 3.4142857142857146 0.15476190476190479 5.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 3.9500000000000006 0.41428571428571431 1700.0000000000002 4.4722222222222232 1900.0000000000002 1700.0000000000002 0.5634920634920636 0.31666666666666671 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 4 7 8 18 11 15 12 27 -1 -10 14 -14 -4 -12 -8 19 -2 21 -21 -5 -24 -25 -26 -27 29 -29 -6 right_child=1 -3 5 22 10 -7 17 -9 9 -11 16 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 25 26 -28 28 -30 -31 leaf_value=0.034081030234116315 0.010770489184622246 -0.0017986633338142608 -0.013201072534233811 -0.028824682319913926 0.048018384923188176 -0.04317320168949039 0.010835806977066657 0.035824397117909371 -0.038210746930985862 -0.041298269206902834 -0.026306434415616992 0.058901058295116659 0.081834610499110158 -0.023299449761717085 0.0035550343898581847 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260 510 462 120 484 911 1996 731 330 109 255 87 687 688 internal_value=-7.48802e-05 -0.013683 -0.0207684 0.0249774 0.0344079 -0.0312396 -0.00474009 0.0423338 -0.0273444 -0.0352031 0.0256391 0.0527062 -0.0218201 -0.00911227 0.0250914 -0.0232881 0.0082535 0.00419553 -0.00965171 -0.00688985 -0.00935056 -0.00382337 0.0138315 0.0143612 0.0205289 0.0302724 0.0193392 0.0286675 0.0353423 0.0216175 internal_weight=984.795 638.155 399.798 346.639 187.769 241.82 157.979 98.6251 182.312 62.0652 89.144 38.0287 19.4216 10.9398 3.20734 120.247 13.2244 56.0352 101.944 83.9961 73.7238 46.4636 158.87 156.921 62.1335 29.8604 16.3736 75.9196 38.9973 36.9223 internal_count=22185 14769 8890 7416 3930 5483 3407 2026 4055 1372 1904 726 460 314 81 2683 328 1248 2159 1697 1515 1031 3486 3421 1425 694 364 1576 774 802 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 3 2 8 2 0 0 3 2 1 2 8 0 3 8 8 3 8 3 0 1 8 8 3 1 1 split_gain=120.758 19.8764 25.1461 12.8457 5.05701 4.35866 2.51889 2.31252 2.18795 2.13424 2.00345 2.39971 1.85941 1.87255 1.76095 1.89817 1.75431 2.07193 1.52746 1.52424 1.43893 1.4716 1.40595 1.48938 2.2308 1.38812 1.37367 2.23642 1.81013 1.48492 threshold=5.354166666666667 1.0000000180025095e-35 7.1833333333333345 3.4722222222222228 0.2678571428571429 11.366666666666669 0.29285714285714287 1300.0000000000002 0.41428571428571431 3.5000000000000004 1.5000000000000002 2.2250000000000005 0.41428571428571431 0.15476190476190479 0.43650793650793657 1900.0000000000002 3.5000000000000004 3.3541666666666674 2550.0000000000005 1450.0000000000002 3.3166666666666669 1900.0000000000002 6.3166666666666673 3.5000000000000004 0.29285714285714287 1700.0000000000002 1550.0000000000002 6.5277777777777786 0.23611111111111113 0.13392857142857145 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 25 6 4 10 7 -3 -4 -6 -9 19 -12 -5 14 15 -14 -13 -18 -11 -1 21 -10 23 -8 -25 -2 27 -24 29 -29 right_child=1 2 5 12 8 -7 22 9 20 18 11 16 13 -15 -16 -17 17 -19 -20 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31 leaf_value=0.017885025503296903 -0.0052114717016589198 -0.009224505601705622 -0.016186217870948628 0.010077466972225495 -0.040743856737048029 -0.042226060890672462 0.022061993949627476 -0.025040408173502716 0.020726289375800871 -0.039590516906952734 0.080938249185626712 0.056058440202546134 0.12398804973740823 0.012645240254436597 0.024942865292975017 0.024872644346793163 0.030200279107161967 0.083271133412433973 0.017373083237956052 0.039852967928708134 -0.017914539216662265 0.035741708525266744 -0.023549770860026395 0.0066713275718846684 -0.047743884820880725 0.0024522664371466464 -0.01897629862434648 0.025827113225906195 -0.027412822141358206 0.094085404341918491 leaf_weight=10.726092927300867 129.34078948704871 101.3756740914213 42.073837443717821 100.48431077647115 1.2738104220702542 57.842933979564577 14.718771575845947 89.565667005336195 42.061765071058517 46.367420474192841 5.3002392278158359 19.371548033415138 0.951983534302143 44.818714516990951 44.515558042919452 0.98064167157190241 19.266145585920189 2.0331658175455223 1.2074819002955326 29.928083567786445 1.8688665103032338 26.660021593103124 3.5068849339804746 19.755196469464384 2.0819768237899998 108.77999019715617 10.639136848951123 3.2199236407504941 1.1721769992182087 1.0587566681673477 leaf_count=219 3156 2159 980 2105 28 1428 256 2014 929 1037 98 339 25 1079 961 21 433 48 24 575 57 499 67 488 73 2723 243 65 30 26 internal_value=-7.94423e-05 -0.0131185 -0.0200029 0.0234754 0.034008 -0.0302922 -0.00451892 -0.0264405 0.0242022 -0.0295864 0.0421429 0.0492935 0.0147699 0.0199362 0.0269714 0.0736955 0.0451696 0.0352663 -0.0381447 0.034057 0.0253742 0.0265514 0.00397632 0.00976906 0.00148333 -0.00171047 -0.00682943 0.00759744 0.0276364 0.0427176 internal_weight=982.948 632.707 394.586 350.241 158.49 237.057 157.528 179.214 71.8645 137.141 86.6253 45.9711 191.751 91.2669 46.4482 1.93263 40.6709 21.2993 47.5749 40.6542 70.5907 68.7218 56.1528 36.5559 21.8372 238.121 19.5969 8.95774 5.45086 4.27868 internal_count=22185 14769 8890 7416 3225 5483 3407 4055 1513 3075 1712 918 4191 2086 1007 46 820 481 1061 794 1485 1428 1248 817 561 5879 431 188 121 91 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 3 8 0 3 3 0 8 3 8 3 2 2 8 8 8 2 4 0 1 0 8 8 0 8 2 split_gain=108.993 23.0798 15.8284 14.9371 4.05226 3.95553 2.46589 2.8311 2.17919 1.6729 2.02888 2.02713 2.04439 1.53617 1.50137 1.49965 1.49522 2.79612 1.4897 1.47445 1.41033 1.3758 1.36796 2.73513 1.6357 1.51773 1.29974 1.29955 1.28524 2.05673 threshold=5.8166666666666673 1.0000000180025095e-35 7.354166666666667 3.8660714285714293 0.21111111111111114 11.366666666666669 1550.0000000000002 3.5000000000000004 2.7638888888888893 4.8819444444444455 3.5000000000000004 1550.0000000000002 5.7638888888888902 2550.0000000000005 3.9500000000000006 0.29285714285714287 0.73214285714285732 1450.0000000000002 2100.0000000000005 1700.0000000000002 0.58571428571428574 4.5000000000000009 7.5000000000000009 0.11805555555555557 4.5000000000000009 1450.0000000000002 1450.0000000000002 9.5000000000000018 1900.0000000000002 0.47222222222222227 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 15 4 8 6 -4 28 19 14 21 20 18 -9 -5 -3 -6 -18 -13 -1 -12 -11 24 25 26 -24 -10 -14 -8 -30 right_child=1 2 5 9 16 -7 7 13 22 10 11 12 27 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.036634437819339775 -0.0016267407519103072 -0.011258193196099385 -0.018095071531603907 -0.028349745943320671 0.014191476817237864 -0.041294729200719589 -0.031462988453274714 -0.044556920563712327 0.019039831614717423 0.019626403138868483 -0.022942265713955013 0.0076366196765576353 0.092500899445859458 0.017556149617279422 0.016109297632355697 0.00063520421513805624 0.0082082394309899286 0.033772381386891828 -0.019759344975907062 0.056033235658537107 0.034964026486012982 0.0029473955394761519 0.076620846921594168 0.079792707124654916 0.01284645209215381 -0.0074473040524784193 0.038641721864473476 0.0081957902365896451 -0.020232310717596295 0.050521913751637219 leaf_weight=19.429966629621831 237.89349736127667 90.884162565337789 62.397150307531305 1.9358993955045054 33.216773692663054 56.231380389040169 37.219968950078524 32.43226914200477 11.537425632519442 30.690797710017279 12.208891937882525 24.502821744621716 1.0569148723529895 1.0269562623943773 99.402769131444103 37.416025834746819 14.171286088825807 43.620608883648984 6.222167219422885 19.754239636329771 1.1505947453952092 20.705028013708571 0.72943121680145795 3.892808219361541 12.46266989455563 2.0337376028965082 31.670506542195056 0.80548875699878397 33.228656370024169 1.0598612402100105 leaf_count=358 5879 1953 1449 65 733 1428 830 748 225 556 314 586 17 20 2156 828 336 835 128 368 29 423 23 112 265 89 586 33 786 27 internal_value=-8.29877e-05 -0.0136564 -0.0217888 0.0203808 0.0303062 -0.0298216 -0.0259668 -0.0306461 0.0371747 0.0107633 0.00608208 -0.00155245 0.00517194 -0.0426505 0.01526 -0.00778974 0.022645 0.0275037 0.00208862 0.0464141 -0.017955 0.0129072 0.031366 0.0527889 0.0288047 0.0147453 0.0334076 0.056039 -0.0250292 -0.0180453 internal_weight=980.991 589.79 351.896 391.201 192.519 223.596 167.365 104.968 101.511 198.681 97.3427 45.9469 32.5874 33.4592 101.339 128.3 91.0087 57.7919 30.725 39.1842 13.3595 51.3958 62.3266 6.65598 55.6706 2.76317 43.2079 1.8624 71.5085 34.2885 internal_count=22185 13948 8069 8237 3930 5288 3860 2411 2026 4307 2086 1107 764 768 2221 2781 1904 1171 714 726 343 979 1300 224 1076 112 811 50 1643 813 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 1 0 8 3 3 0 8 3 8 0 2 2 3 8 3 8 8 0 8 2 2 4 8 3 8 split_gain=98.2503 21.3598 14.8822 13.2077 3.83376 3.57231 2.34962 2.2025 1.92491 1.48714 1.81598 1.84439 1.78168 1.44967 1.37713 1.36853 1.35818 1.35382 1.35219 1.34976 1.33379 1.31976 1.2929 1.53967 1.27764 1.27592 1.27557 1.25713 1.22058 1.68268 threshold=5.8166666666666673 58.500000000000007 7.354166666666667 3.8660714285714293 11.366666666666669 0.21111111111111114 3.5000000000000004 1450.0000000000002 2.7638888888888893 4.8819444444444455 3.5000000000000004 1550.0000000000002 5.7638888888888902 2550.0000000000005 1.5000000000000002 0.29285714285714287 0.5277777777777779 3.9500000000000006 2100.0000000000005 9.5277777777777803 2250.0000000000005 1700.0000000000002 3.5000000000000004 1700.0000000000002 0.58571428571428574 0.58571428571428574 5.5000000000000009 1700.0000000000002 5.3166666666666673 1900.0000000000002 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 left_child=3 2 15 5 6 8 26 19 14 17 28 24 18 -9 -1 -2 20 25 -13 -8 -7 -18 -16 -24 -12 -5 -4 -3 -11 -30 right_child=1 27 4 9 -6 16 7 13 -10 10 11 12 -14 -15 22 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.035130755751948982 -0.010767932166261368 -0.0048887357917805283 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3.6510445546009569 1.2588233847636718 38.459384003891472 2.4665923937791367 3.0257417971590144 1.1697091003443336 0.72114045245655223 86.367849000949604 108.82922956659104 13.00405602866647 6.5343824668962034 leaf_count=409 1953 3156 538 38 1428 323 356 767 1300 628 314 586 50 20 208 828 801 2156 128 108 25 755 48 61 29 27 2071 2723 234 117 internal_value=-8.58404e-05 -0.013094 -0.0210035 0.0192018 -0.0289061 0.0284718 -0.0250959 -0.0337795 0.0348771 0.0101686 0.00575671 -0.00148216 0.00489511 -0.041652 0.0435009 -0.00743546 0.0213072 0.0143881 0.00198044 -0.0205518 0.00880077 0.0242628 0.0538608 0.0337031 -0.0172335 -0.0273257 -0.0209863 -0.00154683 0.0121807 0.0220389 internal_weight=978.991 584.671 346.991 394.32 219.276 194.608 164.603 52.8757 102.749 199.712 97.6292 45.903 32.6742 33.1477 39.7034 127.715 91.8592 102.082 30.7574 19.728 17.5589 74.3003 17.7428 5.49233 13.2289 1.90873 111.727 237.68 51.7261 19.5384 internal_count=22185 13948 8069 8237 5288 3930 3860 1251 2026 4307 2086 1107 764 787 726 2781 1904 2221 714 464 348 1556 317 109 343 65 2609 5879 979 351 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 1 8 0 3 8 3 0 8 3 3 3 3 8 3 8 2 2 8 8 4 0 0 3 4 2 split_gain=88.6039 19.7553 13.9816 11.7053 3.71232 3.15849 2.29464 2.62327 1.71749 1.37637 1.32337 1.62553 1.67816 1.61977 1.26774 2.22471 1.25176 1.33959 1.27489 1.39695 1.29907 1.24835 1.23406 1.23072 1.86176 1.45988 1.44487 1.22267 1.22025 1.46939 threshold=5.8166666666666673 1.0000000180025095e-35 7.354166666666667 3.8660714285714293 11.366666666666669 0.21111111111111114 1550.0000000000002 3.5000000000000004 2.7638888888888893 2550.0000000000005 4.8819444444444455 3.5000000000000004 1550.0000000000002 5.6833333333333345 5.354166666666667 5.2678571428571432 3.3166666666666669 2350.0000000000005 3.3541666666666674 1900.0000000000002 0.5634920634920636 0.29285714285714287 1450.0000000000002 1900.0000000000002 4.5000000000000009 2.5000000000000004 1.5000000000000002 3.9500000000000006 2.5000000000000004 0.47222222222222227 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 21 5 6 8 -4 23 22 -9 27 -12 -13 14 15 28 -7 18 -18 -20 -21 -3 -1 -8 25 -25 -26 -5 29 -14 right_child=1 2 4 10 -6 16 7 9 -10 -11 11 12 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=0.025563197692367309 -0.0014709846439940942 -0.010296394606857762 -0.016576571863318925 -0.026352176808822576 -0.039473202851194968 0.022465058675416483 -0.029846751422821893 -0.042737057621657332 0.027662130012433783 0.015492779521838869 0.011497573852663562 -0.016537377703001562 -0.017164683781384377 0.02848483379074588 -0.013969382834799378 0.057611575856258146 -0.024372203973003402 -0.046076846112564088 0.0079586759519441243 0.076425790784137554 -0.0039797725057215952 0.00057288305093209898 0.045888883317906172 0.04664665170656046 -0.0077931209323930488 -0.011312822544414241 -0.030462323268981625 0.014317731116097214 0.034975809850808719 0.020206612477712479 leaf_weight=9.918864326684611 237.4730167958694 89.715274449971844 60.868835102586218 1.8824864916706037 53.168033864834797 79.150472689074007 35.995853185282158 30.567332208509473 63.737676046081077 1.0496582248160837 52.042837001913071 13.102101448258507 8.1106279406874418 5.8482421367114048 10.638204840046397 2.0002265467168163 2.136395863506805 1.1318169445585216 7.8576102929603149 1.6399312373523574 0.72417066865131108 37.440771624607663 30.21869690897914 1.909207949656319 11.943884815666623 2.5211020217975602 17.081875911719635 100.8966652647045 2.2638671811437225 3.8926740097904249 leaf_count=198 5879 1953 1449 65 1428 1576 830 748 1300 20 979 343 209 142 232 58 51 26 184 43 24 828 528 47 311 56 399 2156 36 87 internal_value=-8.79036e-05 -0.0125517 -0.0202399 0.018104 -0.0280098 0.0267779 -0.024246 -0.028865 0.0327641 -0.0408039 0.00961008 0.00544978 -0.00141398 0.00463565 -0.000548249 0.00822862 0.0200656 0.00598728 0.0107556 0.0180975 0.051796 -0.00709596 0.040866 -0.02343 -0.016526 0.0136644 -0.0211341 0.0135728 0.00130523 -0.00504516 internal_weight=976.928 579.735 342.262 397.194 215.106 196.516 161.938 101.069 103.875 31.617 200.678 97.8988 45.8559 32.7538 26.9056 16.2674 92.6404 13.4899 12.3581 10.2217 2.3641 127.156 40.1376 69.4519 33.4561 4.43031 29.0258 102.779 14.2672 12.0033 internal_count=22185 13948 8069 8237 5288 3930 3860 2411 2026 768 4307 2086 1107 764 622 390 1904 328 302 251 67 2781 726 1643 813 103 710 2221 332 296 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 1 3 8 0 3 8 2 0 8 3 2 0 8 8 2 0 1 1 2 2 8 3 8 4 3 split_gain=79.9305 18.2609 13.1554 10.3887 3.80259 2.81898 2.06943 2.00232 1.84137 1.29119 1.38518 1.27828 1.23038 1.56758 1.20272 1.58156 1.44535 3.13944 2.3016 1.97236 3.41816 1.73387 1.44712 1.63114 2.59622 1.34954 1.1984 1.13813 1.12981 1.11044 threshold=5.8166666666666673 1.0000000180025095e-35 7.1833333333333345 3.8660714285714293 11.366666666666669 0.2678571428571429 2.7638888888888893 1300.0000000000002 3.5000000000000004 9.4142857142857164 2550.0000000000005 0.5277777777777779 9.5000000000000018 2100.0000000000005 4.5277777777777786 0.73214285714285732 8.5000000000000018 1900.0000000000002 1700.0000000000002 0.41428571428571431 4.5000000000000009 0.11805555555555557 1.0000000180025095e-35 0.31666666666666671 0.21111111111111114 2350.0000000000005 9.2750000000000021 1700.0000000000002 5.5000000000000009 5.8452380952380958 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 27 29 5 7 6 -1 -4 26 10 28 -7 13 -8 15 -5 17 19 -18 -16 -21 -22 -20 24 -24 -25 -9 -2 -10 -3 right_child=1 2 4 14 -6 11 12 8 9 -11 -12 -13 -14 -15 16 -17 18 -19 22 20 21 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=0.038526616686260132 -0.0045875497750929523 -0.056379077215887009 -0.013352511406286932 0.014994056217569532 -0.038580399982225386 0.0041544737835339414 0.0258832446394778 -0.016786400355415131 -0.028419446317168612 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108.88522744639158 4.751433300873031 116.7879831788396 leaf_count=811 3156 19 980 1648 1428 278 1096 1161 724 199 22 1418 171 156 908 44 364 653 39 252 25 119 28 157 42 28 853 2723 116 2567 internal_value=-8.95661e-05 -0.0120288 -0.0194977 0.0170792 -0.0267238 0.0252051 0.0302089 -0.0230767 -0.0261386 -0.034525 -0.0303206 0.0181019 0.0248622 0.023048 0.00908588 0.0138667 0.00596579 0.00825733 -0.00696211 0.0142735 0.0274509 0.0597818 0.0121481 0.0197144 0.0555258 0.00448485 -0.0218456 -0.0013986 -0.0321042 -0.00602064 internal_weight=974.847 574.992 337.713 399.854 219.84 198.282 116.333 168.124 127.863 43.2918 34.9952 81.9491 70.8138 65.8262 201.572 79.601 121.971 103.606 18.3648 70.1094 20.2106 5.8207 8.48026 7.47691 2.23095 5.24595 84.5714 237.28 33.9052 117.873 internal_count=22185 13948 8069 8237 5483 3930 2234 4055 3075 1061 862 1696 1423 1252 4307 1692 2615 1957 658 1304 396 144 294 255 70 185 2014 5879 840 2586 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 1 8 0 2 3 8 8 4 8 8 0 8 8 3 0 3 0 3 8 2 3 3 1 4 8 split_gain=72.1245 16.8661 12.3363 9.24034 3.46671 2.55331 2.10968 2.48344 2.03508 2.08163 1.52438 1.49747 1.41453 1.24012 1.22366 1.2188 2.90577 1.74504 1.48928 1.34903 1.56462 1.27948 1.20204 2.37572 2.79192 1.7928 1.4908 1.96494 3.29497 1.17919 threshold=5.8166666666666673 1.0000000180025095e-35 7.354166666666667 3.8660714285714293 11.366666666666669 0.15476190476190479 1550.0000000000002 3.5000000000000004 0.5277777777777779 3.7638888888888893 1450.0000000000002 2250.0000000000005 2.5000000000000004 2550.0000000000005 1300.0000000000002 3.5000000000000004 1450.0000000000002 1450.0000000000002 3.1339285714285716 1.5000000000000002 2.2678571428571432 2.5000000000000004 6.3166666666666673 1900.0000000000002 0.47222222222222227 5.9500000000000011 6.154761904761906 1.0000000180025095e-35 2.5000000000000004 1900.0000000000002 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 left_child=3 -2 22 5 6 12 -4 29 11 10 -10 -7 15 -9 -14 17 18 21 -17 -19 -21 -1 23 26 25 -25 -3 28 -28 -8 right_child=1 2 4 -5 -6 8 7 13 9 -11 -12 -13 14 -15 -16 16 -18 19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.013913809612050116 -0.001329922294671485 -0.012586437768322523 -0.015198969360930795 0.0085911046329708324 -0.037698150863579395 0.007918563111384707 -0.028226273280443283 -0.04107354851994504 0.009388269598946411 0.088137254332459433 0.024816066915586073 -0.044768543390997839 -0.0015390209006889656 0.013765349246686273 0.025290057086213808 0.018998846329489033 0.012557057163788091 0.033053731662262525 0.0858920275671749 0.090676885236345817 0.047132719836962107 0.055267689663195202 -0.010203352372951332 -0.056338733119913248 0.072779917249102474 0.013318600226316778 0.088319297958699805 -0.022295822353552989 -0.014600635664811562 -0.014996375392723455 leaf_weight=10.037909315234684 237.09154790651462 26.723851232588633 59.515842595927097 202.41813095515866 50.315631258531084 18.762304475171053 34.803404427675545 28.917681553062724 21.5365370806079 1.165652961883153 62.408715652693104 1.453068853530566 5.2149396277081932 1.0690373107499898 22.96867625788289 1.2807737099392427 14.449430303545965 16.762768458282494 2.3749231252222671 2.3512780411019802 16.8228781640737 2.2987757615028377 79.146781418755324 0.99925741086121789 1.9062307761923865 12.218339066476117 1.7086191919534024 1.9646491921931213 1.4272809941030571 32.636733992345015 leaf_count=192 5879 606 1449 4307 1428 378 830 748 488 37 1237 29 104 20 438 29 302 292 54 42 266 42 1724 25 33 269 32 66 26 813 internal_value=-9.08051e-05 -0.0115244 -0.018775 0.0161213 -0.0262775 0.0237467 -0.022616 -0.0271469 0.0183922 0.0217794 0.020858 0.00413145 0.0297107 -0.0391185 0.0203258 0.0336955 0.0226324 0.0378447 0.062456 0.0434146 0.0524724 0.0216196 -0.00644347 -0.000104948 0.0162108 0.00805247 -0.00785865 0.0169122 0.0414761 -0.0218238 internal_weight=972.752 570.445 333.353 402.307 207.258 199.889 156.943 97.4269 105.326 85.1109 83.9453 20.2154 94.5624 29.9867 28.1836 66.3787 18.1051 48.2736 3.6557 35.9369 19.1742 12.3367 126.095 46.9482 15.1238 13.2176 31.8244 5.10055 3.1359 67.4401 internal_count=22185 13948 8069 8237 5288 3930 3860 2411 2169 1762 1725 407 1761 768 542 1219 385 834 83 600 308 234 2781 1057 327 294 730 124 58 1643 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 1 8 0 0 3 2 3 0 8 8 2 0 1 1 2 2 3 8 4 3 0 1 1 3 3 split_gain=65.1059 15.5718 11.5661 8.30318 3.539 2.75978 1.81591 1.70985 1.68901 1.73803 1.67202 1.63522 1.29686 2.79549 2.0853 1.73181 2.93521 1.43996 1.31005 1.42003 1.93639 1.88421 1.36921 1.29503 1.30026 1.27825 2.17074 2.84382 1.18033 1.7746 threshold=5.8166666666666673 58.500000000000007 7.1833333333333345 3.4722222222222228 11.366666666666669 0.2678571428571429 1300.0000000000002 3.5000000000000004 1.5000000000000002 2.2250000000000005 0.41428571428571431 4.5277777777777786 8.5000000000000018 1900.0000000000002 1700.0000000000002 0.41428571428571431 4.5000000000000009 0.11805555555555557 1.0000000180025095e-35 0.38750000000000007 0.21111111111111114 5.154761904761906 2350.0000000000005 5.5000000000000009 9.4142857142857164 8.5000000000000018 0.15476190476190479 0.23611111111111113 3.7638888888888893 3.9500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 6 8 -4 -8 -1 -10 -7 25 13 15 -14 -13 -17 -18 -16 20 -20 -22 -21 24 -9 26 -5 28 -28 -30 right_child=1 -3 4 11 -6 10 7 23 9 -11 -12 12 14 -15 18 16 17 -19 19 22 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.022360068685597978 -0.005456694697408517 -0.0012643827659708749 -0.012170799061250556 0.016703694691330689 -0.036825600584016967 -0.040423486176108726 -0.020313782546938913 -0.024543457421101405 0.062134168577210415 0.032528122669474524 0.017627708474610235 0.0079848970612487087 -0.02279505797434523 -0.004537854169520828 -0.043302673811003459 0.013075990151138245 0.1001899280910627 0.041465847502853842 -0.025108662339980797 0.014576801980618621 0.032328017178998199 0.13247124275873709 -0.05386640393732911 -0.049496273665794704 -0.056454965417747839 0.028582231010480033 -0.059268786669477658 0.0087106160609491754 0.04683618491870721 -0.028851110647443352 leaf_weight=43.312752891609861 117.03456323767008 236.91683074254422 39.532572790925769 68.653441961195298 48.967022481745744 1.2614172296230197 82.277753466513587 28.695382633685313 5.5997044244140843 43.204936307106038 74.413369130130789 50.3425518365123 9.8094556498417678 33.568376516467652 0.98406582312054336 14.546907917438149 1.345951756578869 4.6515686101238316 0.6762628734140893 4.0668254344927846 1.1534903880092313 0.79235667745729177 0.89076786241048456 9.0482827527684986 3.5916340730373113 12.521091947928538 2.0406986806002569 25.820897771628381 0.96288603212269652 3.9573942284784209 leaf_count=794 2586 5879 980 1268 1428 28 2014 737 98 820 1485 908 364 653 39 252 25 119 28 149 23 30 25 220 104 480 38 504 22 85 internal_value=-9.15039e-05 -0.0110391 -0.0180748 0.0152258 -0.025037 0.0237349 -0.0214987 -0.0244819 0.0295469 0.035925 0.0166601 0.00919606 0.00519384 0.00734858 -0.00705627 0.0129774 0.0252111 0.0546446 0.0109719 0.0180183 0.0477762 0.0731067 0.0022791 -0.0327784 -0.0280933 0.0135099 0.0116493 0.00106427 -0.0272989 -0.0140393 internal_weight=970.641 566.064 329.147 404.577 212.113 167.792 163.146 123.613 92.1174 48.8046 75.6748 236.785 122.829 104.455 18.3732 70.887 20.5444 5.99752 8.56377 7.5797 2.62211 1.94585 4.95759 41.3353 32.287 113.956 101.435 32.7819 6.96098 4.92028 internal_count=22185 13948 8069 8237 5483 3225 4055 3075 1712 918 1513 5012 2615 1957 658 1304 396 144 294 255 81 53 174 1061 841 2397 1917 649 145 107 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 1 0 8 3 8 3 4 1 1 3 2 1 3 8 0 4 4 1 2 2 8 3 0 8 8 split_gain=58.7736 14.3633 10.8464 7.41904 3.2233 2.09114 1.95654 1.87433 1.32482 1.2073 1.2057 1.18827 1.1339 2.28276 1.36876 1.10583 1.20137 2.05667 1.20393 1.15238 1.42513 1.31307 1.52921 3.41328 1.77177 1.27952 1.24467 2.67404 1.09493 1.08464 threshold=5.8166666666666673 1.0000000180025095e-35 7.354166666666667 3.8660714285714293 11.366666666666669 0.21111111111111114 3.5000000000000004 1450.0000000000002 9.5277777777777803 2550.0000000000005 2.7638888888888893 5.5000000000000009 0.21111111111111114 0.10555555555555557 7.7071428571428582 0.29285714285714287 0.2678571428571429 6.354166666666667 1900.0000000000002 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 0.23611111111111113 0.23611111111111113 1550.0000000000002 6.154761904761906 9.5000000000000018 1900.0000000000002 1900.0000000000002 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 left_child=3 -2 15 5 6 10 11 8 12 -9 -1 -4 13 14 -8 19 -17 18 -18 20 28 22 23 26 -24 -26 -21 -28 -3 -7 right_child=1 2 4 -5 -6 29 7 9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 21 -22 -23 24 -25 25 -27 27 -29 -30 -31 leaf_value=0.032643945161924183 -0.00120202829017416 0.0078680898405148678 -0.0074964835249614814 0.007656570031126843 -0.035962053745029296 0.011706218380935857 -0.04621844464454114 -0.039385519778457632 -0.045604934254440406 0.015144056646314125 0.021753608379472128 -0.020154513104149185 -0.058366464138803177 0.046438253087606692 -0.0057186948856062835 0.0060988028762366479 -0.011450093146655259 -0.043418265985066484 0.044289912410117017 -0.014361925209578129 -0.0058755280685183651 -0.020737663624533928 -0.030848914232405718 -0.029317783089161921 -0.020672055410577379 0.039572870075560186 0.08956502066552903 0.0065802578739275995 0.063394999955257159 0.022766850131952829 leaf_weight=41.359307372637943 236.75071087671961 2.8737918300529932 24.069651243016779 204.03859189152118 47.669024783418536 60.257271167221731 2.6635397474237861 27.972332654765982 3.3325356783607267 1.0532781813089958 65.928334811783287 80.712194542337812 1.1572801553616034 1.7566827602568071 9.6252894942081166 29.135693377117605 2.8370641178566407 3.6527201944811623 1.4710456511675145 0.88330207064791721 36.391065645332731 29.284599996642555 6.9076420910346297 2.9231915324053261 1.5977759695557838 1.9655681854401335 2.108460905337779 1.7990759364838598 1.2846897867511868 35.061895961558221 leaf_count=726 5879 60 538 4307 1428 1249 54 767 108 20 1300 2071 25 39 238 671 53 77 27 31 857 568 184 55 40 40 36 54 28 655 internal_value=-9.191e-05 -0.0105703 -0.017392 0.0143864 -0.0246149 0.0211639 -0.0210644 -0.0294749 -0.0170538 -0.0374068 0.0259518 -0.0172468 -0.0107952 -0.00687561 -0.0144968 -0.00584527 0.00139544 -0.0158183 0.00758287 -0.00889694 -0.00270688 -0.0141846 -0.00363179 0.0132609 -0.0160767 0.0125595 0.0392409 0.0513579 0.0250222 0.0157747 internal_weight=968.524 561.878 325.127 406.645 200.012 202.607 152.343 47.5609 18.5353 29.0256 107.288 104.782 15.2028 14.0455 12.2888 125.116 37.0965 7.96083 4.30811 88.0192 40.5495 47.4696 18.185 7.71403 10.471 3.56334 4.79084 3.90754 4.15848 95.3192 internal_count=22185 13948 8069 8237 5288 3930 3860 1251 464 787 2026 2609 356 331 292 2781 828 157 80 1953 945 1008 440 176 264 80 121 90 88 1904 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 1 8 0 0 0 1 3 1 2 2 1 0 4 8 3 8 1 2 3 3 4 1 2 1 2 split_gain=53.0866 10.5063 14.4553 5.15884 3.28003 2.24824 1.68842 1.56515 1.53492 1.60615 2.46841 2.00298 1.9656 1.50103 1.48646 2.29447 1.33227 1.28848 1.92318 1.23915 1.85786 1.38485 1.44407 1.23533 1.19797 1.81925 1.49896 2.06198 1.86446 1.27624 threshold=5.354166666666667 58.500000000000007 7.1833333333333345 3.4722222222222228 11.366666666666669 0.2678571428571429 1300.0000000000002 3.5000000000000004 1.5000000000000002 4.5000000000000009 0.21111111111111114 3.3541666666666674 0.11805555555555557 0.41428571428571431 0.5634920634920636 0.23611111111111113 6.5000000000000009 5.5000000000000009 2550.0000000000005 6.354166666666667 1700.0000000000002 0.23611111111111113 0.47222222222222227 2.2250000000000005 6.9500000000000011 2.5000000000000004 0.13392857142857145 0.23611111111111113 0.2678571428571429 0.23611111111111113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 14 5 6 8 -4 -8 -1 23 11 12 -11 -7 19 -16 -14 18 -9 20 -2 -22 -23 -10 -21 26 29 -28 -29 -26 right_child=1 -3 4 -5 -6 13 7 17 9 10 -12 -13 16 -15 15 -17 -18 -19 -20 24 21 22 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.019589677316337123 -0.0073281107868845945 -0.0011427095888580595 -0.010927026106617502 0.0093423653170303222 -0.035106948372818983 -0.039667670736304769 -0.018920455878575479 -0.028264307921101847 0.062045942921238051 -0.0097789818451090305 -0.05658018294203359 0.069504883868395304 0.015009838777637473 0.015736607649644196 0.049928769743314359 -0.033810862836930043 0.060005045348006297 -0.048305168965053852 0.05447416943870638 -0.016227924615047979 0.0040780323807368879 0.058338782515542753 0.0040185284910072387 0.034524581972838982 0.075884947527294341 -0.008936589699244029 -0.062049088725135516 0.069095728496244929 -0.024438823747180649 0.018142706518131338 leaf_weight=43.889533021337257 43.871565809056307 236.59276819733583 38.777284953637704 200.26632175798065 46.4206522457755 1.2426444163509121 80.251374069691948 30.277355011666717 4.712032291245122 4.5031063117785362 1.0195584307584784 2.0584642534581681 4.1862741874780909 75.348893898156462 2.9403124539243199 1.1333061079621982 2.7101702835916512 8.514404975821888 0.71901309385429968 31.398774391788152 38.065451441272387 2.5535317452813606 2.3490050725670812 30.273010822891536 1.5128521001743127 25.049347802374541 1.0916762948036196 1.0684523887011894 1.062691731189261 2.6042146688487264 leaf_count=794 966 5879 980 4191 1428 28 2014 828 80 93 26 45 93 1485 60 27 87 220 13 694 844 58 46 494 36 556 18 27 22 53 internal_value=-9.22101e-05 -0.00932596 -0.0147091 0.0147795 -0.0234177 0.0211868 -0.019995 -0.0229311 0.0263959 0.0324353 0.0184292 0.0241118 0.015915 0.0148377 -0.00317122 0.0266319 0.0326921 -0.0310774 -0.026345 -0.00397722 -9.04435e-05 0.00729943 0.0323117 0.0382314 -0.0092686 -0.00252209 0.0193691 -0.00616943 0.0224549 0.0393606 internal_weight=966.464 596.254 359.661 370.21 204.96 169.944 158.539 119.762 93.3521 49.4626 14.4776 13.458 11.3996 76.5915 154.701 4.07362 6.89644 39.5108 30.9964 150.628 86.8396 42.968 4.90254 34.985 63.788 32.3892 7.33989 3.22282 2.13114 4.11707 internal_count=22185 14769 8890 7416 5483 3225 4055 3075 1712 918 344 318 273 1513 3407 87 180 1061 841 3320 1914 948 104 574 1406 712 156 67 49 89 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 8 0 1 0 3 3 8 2 8 0 1 3 2 8 8 4 0 0 2 8 4 8 8 8 8 split_gain=47.9664 12.2139 9.48577 6.00103 2.98109 1.82846 2.17644 1.74096 1.77102 1.71164 1.76509 2.79656 1.24471 1.16861 2.0603 1.90766 1.91017 1.5978 1.17641 1.15462 1.74201 1.45788 1.33857 1.13118 1.10424 1.09604 1.06677 1.04082 1.43591 1.03217 threshold=5.8166666666666673 1.0000000180025095e-35 7.354166666666667 3.8660714285714293 11.366666666666669 1550.0000000000002 3.5000000000000004 0.15476190476190479 9.5000000000000018 3.2678571428571432 3.6458333333333335 1550.0000000000002 0.38750000000000007 1700.0000000000002 5.5000000000000009 0.47222222222222227 1.8166666666666669 0.73214285714285732 1450.0000000000002 1900.0000000000002 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.5634920634920636 2550.0000000000005 2.5000000000000004 1300.0000000000002 2350.0000000000005 1550.0000000000002 1700.0000000000002 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 left_child=3 29 -3 7 5 -4 19 25 9 13 27 -12 -13 14 15 -9 -17 18 -18 -7 22 -22 -21 -15 -8 -1 -27 28 -11 -2 right_child=1 2 4 -5 -6 6 24 8 -10 10 11 12 -14 23 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.02724323361905211 -0.004134496107949001 -0.0053147629200170693 -0.012571031865067618 0.0068265696451982926 -0.034259855660102999 -0.025497923011414222 -0.037921135602184811 0.029189604466647253 0.041029984627713678 -0.038166392651904177 0.064183631325924931 0.041204135130199465 -0.02407794219708935 -0.0022491127996711667 -0.038059943618419328 0.014481067640169125 0.024510566245400361 -0.038404676863258574 -0.024149142407381041 0.049351403563176008 -0.0029311816908301792 -0.026560114759980619 -0.0072050973321657885 0.024182630652171862 0.014025460755751729 -0.0045977554596307755 0.020183951067576721 -0.061703738298561017 0.0036876861659584413 0.0024940136646270728 leaf_weight=68.084151696733997 127.7111060272623 124.20456926198176 57.020279615591804 205.51483407243211 45.22082413521639 32.881079270590348 25.995211092211779 11.768050043675201 5.964225940500909 2.8956871964458077 2.2587454948043151 1.000917847244182 2.699285218408022 4.5054227236289526 2.1339468963915342 17.843018625631249 3.0023486792051681 3.8026572066842164 2.1185916660335806 1.8695853859321712 11.152603151127666 15.742349740836287 2.3755391341401264 39.851636636061016 1.0649462838919124 5.3210779456430854 23.615526535196011 1.0152488121893828 7.0103011182327748 108.73150155742087 leaf_count=1219 3156 2781 1449 4307 1428 830 748 211 224 57 38 22 64 91 77 345 50 67 39 47 311 399 56 702 20 104 438 21 161 2723 internal_value=-9.19358e-05 -0.00968991 -0.0160965 0.0128635 -0.0230235 -0.0195926 -0.0239883 0.0189188 0.0145478 0.0129978 -0.00154546 0.0203431 -0.00641891 0.0158851 0.0097633 0.0124116 0.00503512 -0.0138523 0.00437949 -0.0189634 -0.0120635 -0.0167618 0.0177028 0.0214979 -0.0358768 0.0237786 0.0156269 -0.0134885 -0.00854697 -0.00108628 internal_weight=964.375 553.97 317.527 410.406 193.322 148.102 91.0813 204.891 107.87 101.906 16.8802 5.95895 3.7002 85.0257 40.6686 38.5347 26.7666 8.9236 5.12094 64.0212 31.1401 26.895 4.24512 44.3571 27.0602 97.0208 28.9366 10.9212 9.90599 236.443 internal_count=22185 13948 8069 8237 5288 3860 2411 3930 2169 1945 363 124 86 1582 789 712 501 156 89 1643 813 710 103 793 768 1761 542 239 218 5879 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=3 3 3 2 3 1 0 4 1 1 1 8 3 3 3 8 2 0 8 0 2 3 8 4 2 8 8 1 8 1 split_gain=43.3975 8.91398 12.4762 4.25961 3.02081 1.89049 1.53125 2.00553 1.91176 1.69424 1.52518 2.58987 1.91904 1.99586 1.39875 1.38255 1.35822 1.27988 1.25197 1.84947 1.73448 1.98695 1.61978 1.2327 1.20708 1.68969 1.53585 1.18288 1.17145 2.70951 threshold=5.354166666666667 58.500000000000007 7.1833333333333345 0.41428571428571431 11.366666666666669 0.15476190476190479 3.5000000000000004 2.5000000000000004 0.18333333333333338 0.10555555555555557 0.15476190476190479 2100.0000000000005 3.5277777777777781 5.2111111111111121 7.8166666666666673 2450.0000000000005 0.29285714285714287 5.5000000000000009 2100.0000000000005 7.5000000000000009 0.43650793650793657 5.1055555555555561 1700.0000000000002 5.5000000000000009 0.5277777777777779 1450.0000000000002 2250.0000000000005 0.15476190476190479 1300.0000000000002 0.31666666666666671 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 16 10 6 18 23 8 9 -8 12 28 -1 15 -11 -14 17 -2 20 -20 -5 22 -22 -4 26 -26 -7 -18 29 -12 right_child=1 -3 4 5 -6 24 7 -9 -10 14 11 -13 13 -15 -16 -17 27 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.069540924563201226 -0.0038591375388993009 -0.0010327826978561662 -0.0057348728567233375 0.077753158188247393 -0.033420459534737837 0.0076249807207934674 -0.0084303897337117111 -0.032824449892111952 -0.036923433806817715 0.091659878428397318 -0.019756152945387115 0.040469965348644665 0.005704925190488359 0.03306993373611819 0.0034423421783138335 -0.040443917694993198 0.0091614800140072533 -0.018975535087795523 0.013257619965797281 -0.045349389282206859 0.017165182678665528 -0.040491758683333608 0.029289387664864205 -0.018275193662922309 0.0050742818515069803 0.019322217744043177 -0.031149277921285513 -0.0056282267120578329 -0.019371762798547305 0.063475793231913158 leaf_weight=1.2440387463939391 80.832516523930849 236.29464681858292 26.113820207406434 1.4175085906406355 44.068384095666943 32.06029885891428 9.431273363628863 33.38749488023177 5.0687006008270137 0.83922381204320007 2.7067294441303664 2.5625807054402676 76.066190737626059 6.7473031109984722 0.9671812765282084 1.6583037186719582 33.915183673543424 16.936742027756168 12.971138940447871 1.502010963568863 59.22759565413935 1.2539006445713301 51.503083765948162 78.520197147241362 28.976913905642959 73.818465247965975 2.7749343894683411 22.481053166741589 15.416890850594084 1.5307980746147221 leaf_count=21 1697 5879 598 34 1428 667 285 912 126 16 41 59 1479 136 33 33 738 462 237 65 1099 24 941 2085 645 1485 58 510 367 25 internal_value=-9.13691e-05 -0.00854714 -0.0135834 0.0132421 -0.0218747 0.0166468 -0.0185778 -0.0258047 -0.0114318 6.61357e-05 0.00486671 -0.00680788 0.00789269 0.00698477 0.0444266 0.00472031 -0.00291338 -0.00647778 0.0210239 0.00717544 0.0227914 0.0220957 0.0228044 -0.0151455 0.01258 0.0153059 0.00453627 0.00326591 -0.0129721 0.0103112 internal_weight=962.295 588.856 352.562 373.439 198.396 265.506 154.328 49.6939 16.3064 11.2377 107.933 22.217 85.7158 84.4718 1.80641 77.7245 154.165 97.7693 127.875 14.4731 113.402 111.985 110.731 104.634 137.631 102.795 34.8352 56.3962 19.6544 4.23753 internal_count=22185 14769 8890 7416 5483 5255 4055 1372 460 334 2161 492 1669 1648 49 1512 3407 2159 2400 302 2098 2064 2040 2683 2855 2130 725 1248 433 66 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 1 8 0 0 3 2 3 3 0 8 8 2 0 8 4 0 0 8 0 1 1 3 8 3 2 split_gain=39.2291 10.3712 8.23181 4.90441 2.74499 1.74934 1.73567 2.03648 1.38523 1.42667 1.2772 1.19361 1.14591 1.20097 2.58671 1.71013 1.24417 1.57493 1.0922 1.54617 1.38725 1.16676 1.06935 1.0612 1.71187 2.58283 1.09905 1.66982 1.035 1.37982 threshold=5.8166666666666673 1.0000000180025095e-35 7.354166666666667 3.4722222222222228 11.366666666666669 0.2678571428571429 1550.0000000000002 3.5000000000000004 1.5000000000000002 2.2250000000000005 0.41428571428571431 4.5277777777777786 5.6125000000000007 8.5000000000000018 1900.0000000000002 1700.0000000000002 0.2678571428571429 6.5000000000000009 1900.0000000000002 4.5000000000000009 1.5000000000000002 2.5000000000000004 2550.0000000000005 8.5000000000000018 0.15476190476190479 0.23611111111111113 3.7638888888888893 1900.0000000000002 5.354166666666667 0.23611111111111113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 5 6 8 -4 18 -1 -10 -7 23 13 14 16 -15 -13 -18 -8 21 -21 -20 -9 24 -5 26 -26 -28 -16 -30 right_child=1 2 4 11 -6 10 7 22 9 -11 -12 12 -14 15 28 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.016116875082873638 -0.00098172206700881059 -0.0048623930254637487 -0.011290226489608902 0.013298852705904255 -0.032588552372310543 -0.038524129571721938 -0.024136968922470008 -0.036471397228640803 0.05183392141454627 0.02521830145618343 0.013216615260571963 0.0021629351739224727 0.016311162248443419 -0.026266100922253191 -0.0034476502601944814 0.0072339375111435305 0.012578152667265606 0.04905063705550048 0.045892169920537851 -0.00190537922272735 -0.025189730015164433 -0.0066165626789551598 0.014942384347067593 0.024099664018968292 -0.058648639304713715 0.006712549083816001 -0.033643150859169198 0.030005621911985421 0.0047717612474612228 -0.043616933801530144 leaf_weight=44.561339148561217 236.15892352921071 123.46590721248481 55.8476369760251 70.334322883600066 42.962115840201363 1.2115935559145317 31.964315960831769 24.747712192764542 5.6778505524707716 44.461978540841727 76.524874233540544 30.292959067769402 15.361567108619509 8.4800144392363546 23.470231162349311 6.9170032723103523 30.446994237046681 3.2785876832797376 1.92045813284881 10.994583642496538 15.296930974527184 2.3555272975936532 1.0544353408185987 12.880413992798024 2.016430302232151 26.233939777575017 3.4922535563486576 1.4617787143682219 2.3054628759982725 4.0812573167855248 leaf_count=794 5879 2781 1449 1268 1428 28 830 748 98 820 1485 535 329 318 461 237 525 95 47 311 399 56 20 480 38 504 70 37 40 75 internal_value=-9.07667e-05 -0.00887919 -0.0148837 0.0115304 -0.0214951 0.0179687 -0.0181896 -0.0225516 0.0225314 0.0282323 0.0124102 0.00692473 0.00352426 0.00172667 0.00384954 -0.0112164 0.00951764 0.0161238 -0.017675 -0.0109177 -0.0154527 0.0169665 -0.0343703 0.0105652 0.00888144 -0.000475633 -0.027529 -0.0148624 -0.00830386 -0.0261497 internal_weight=960.259 546.769 310.61 413.491 187.144 172.438 144.182 88.334 94.7012 50.1398 77.7365 241.053 124.634 109.273 93.8755 15.397 64.0185 33.7256 62.5318 30.5675 26.2915 4.27599 25.8021 116.419 103.539 33.2044 6.97046 4.95403 29.857 6.38672 internal_count=22185 13948 8069 8237 5288 3225 3860 2411 1712 918 1513 5012 2615 2286 1731 555 1155 620 1643 813 710 103 768 2397 1917 649 145 107 576 115 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=0 split_feature=3 0 2 3 1 8 4 0 0 3 3 3 4 0 1 3 8 3 0 8 4 8 8 8 0 3 3 1 8 8 split_gain=35.6225 12.8147 6.16191 4.95907 1.80945 1.54668 1.89499 2.32064 1.52098 1.60315 1.43903 1.39459 1.3494 3.59574 2.86617 1.31751 1.29179 1.7145 1.2678 2.28281 1.88708 1.86278 2.27645 1.79355 1.43246 1.04225 1.51717 1.26208 3.11901 2.21347 threshold=6.3166666666666673 1.0000000180025095e-35 0.41428571428571431 9.4142857142857164 0.21111111111111114 1300.0000000000002 9.5000000000000018 3.5000000000000004 8.5000000000000018 5.0500000000000007 11.535714285714286 11.050000000000002 2.5000000000000004 4.5000000000000009 0.18333333333333338 2.7638888888888893 2100.0000000000005 7.0500000000000007 3.5000000000000004 2550.0000000000005 4.5000000000000009 2100.0000000000005 2550.0000000000005 2350.0000000000005 1.5000000000000002 6.154761904761906 5.354166666666667 0.15476190476190479 2350.0000000000005 2100.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 18 12 15 11 -7 10 -6 -10 -8 -5 14 -14 16 -4 -3 -18 20 25 21 -1 23 -23 -22 26 27 28 -20 -29 right_child=1 3 4 5 8 6 7 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 19 -21 24 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0084037298152928527 -0.00093315906237003289 0.0081278477051082623 0.025568855885374206 -0.0039796587247241692 0.011545552082938332 -0.041060448432491292 -0.013640886935091308 0.064370837812459752 -0.00011263500524720048 -0.055397517206591362 -0.032696257513434995 -0.028244154966743359 -0.010828235509724641 -0.033646199729757464 -0.02184596948517992 0.015257309459430411 -0.055630507933588064 0.024146210075425209 0.012805621283517882 0.047864530273388481 0.0025458184691213178 0.025935288798366832 -0.018946560580125168 0.086441532754320982 -0.020256484474030476 0.015696162861283527 -0.015474601482228826 -0.017990985183128413 -0.067040558634157657 0.041867499326681198 leaf_weight=59.492343581509672 236.02990034968218 26.526827592338126 42.146782785654125 12.573612830710774 117.83640751478896 25.31306237897752 16.15318308436872 0.73371589282760297 7.9515226809645565 1.5702472925947857 25.625463283584168 11.193234558595575 103.65422317682913 20.715887950970227 15.616794101474566 116.89202131472075 1.8699139838572585 1.0525916127953676 20.455783501090227 2.1666078725604612 29.502009292246129 2.7570508124335893 1.4219421520829199 2.2037334766482672 8.9852668026471871 5.9667025946993126 25.750584552017983 13.036122634325947 1.300839956733397 1.7519655839769246 leaf_count=1062 5879 673 726 350 2204 675 475 16 305 46 880 406 2548 554 368 2348 41 26 455 47 657 44 26 43 175 144 633 317 20 42 internal_value=-8.98384e-05 -0.00937584 0.00991842 -0.01701 0.0144335 -0.0263834 -0.0302296 -0.0237806 0.00999231 -0.00922974 -0.0253287 -0.0154073 -0.011943 -0.0146289 -0.00453037 0.01799 0.00465198 -0.0268975 0.00252043 -0.00266318 0.00601857 0.0111577 0.0368272 0.052814 -0.00277762 -0.00426691 -0.006179 0.00037099 0.00803158 -0.0108995 internal_weight=958.246 497.058 461.188 261.029 286.397 91.5923 67.8254 42.5124 127.358 9.52177 41.7786 23.7668 169.436 124.37 45.0661 159.039 29.4493 2.92251 174.791 70.4286 104.362 65.8751 6.38273 4.96078 38.4873 68.262 62.2953 36.5447 21.7566 14.7881 internal_count=22185 12891 9294 7012 5629 2802 2046 1371 2555 351 1355 756 4210 3102 1108 3074 740 67 3665 1658 2007 1175 113 87 832 1611 1467 834 475 359 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=3 0 2 3 8 3 2 1 3 3 8 4 0 3 3 3 3 3 2 0 8 0 8 4 8 8 2 0 1 0 split_gain=32.2141 11.8065 5.52147 4.68014 1.62125 1.82503 2.0867 1.69265 1.97122 1.72527 1.59634 1.49209 2.06864 1.44486 2.76703 1.37795 1.34531 1.26415 1.23612 1.20549 1.1594 1.14189 2.01676 1.69117 1.63544 1.98797 1.65591 1.30864 1.13208 1.12461 threshold=6.3166666666666673 1.0000000180025095e-35 0.41428571428571431 9.1125000000000025 1700.0000000000002 6.0500000000000007 0.43650793650793657 0.47222222222222227 1.8166666666666669 3.8660714285714293 1300.0000000000002 9.5000000000000018 3.5000000000000004 5.7638888888888902 5.4722222222222232 11.535714285714286 11.050000000000002 2.2250000000000005 0.73214285714285732 9.5000000000000018 2800.0000000000005 3.5000000000000004 2550.0000000000005 4.5000000000000009 2100.0000000000005 2550.0000000000005 0.31666666666666671 1.5000000000000002 0.21111111111111114 9.5000000000000018 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 left_child=2 -2 21 -3 5 6 -4 9 -9 19 16 -12 15 14 20 -13 -5 -10 29 -8 -6 23 -23 24 -1 26 -26 -25 -15 -11 right_child=1 3 4 10 13 -7 7 8 17 18 11 12 -14 28 -16 -17 -18 -19 -20 -21 -22 22 -24 27 25 -27 -28 -29 -30 -31 leaf_value=0.0079520381765986331 -0.00088697418421734115 -0.011213964566239989 0.069641987309746134 -0.0040433670971515004 0.018377013347307739 -0.050129962851586954 0.016157499206782038 0.011613171157483795 -0.037483809233071659 0.01042919587993481 -0.037862403336232892 -0.013085792714898632 0.058139931373559384 0.07323349280475383 -0.023782309498425771 -0.03187878414903432 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657 55 26 32 175 21 211 internal_value=-8.93203e-05 -0.0089706 0.00939278 -0.0163649 0.0136537 0.00988189 0.0104131 0.00979225 0.000257216 0.0129534 -0.0251726 -0.0290332 -0.023016 0.0173904 0.016638 -0.0245421 -0.0143105 -0.0121576 0.00451487 0.0178012 0.0178495 0.00238847 -0.00253963 0.00569975 0.0105422 0.034383 0.0489571 -0.00264449 0.0506244 0.00632388 internal_weight=956.327 493.808 462.519 257.901 287.578 143.117 141.862 140.39 34.9551 105.435 95.1687 70.2133 41.7561 144.461 141.263 40.9854 24.9554 16.699 38.4701 66.9648 137.152 174.94 70.3058 104.635 66.2104 6.48846 5.07981 38.4243 3.19799 36.9642 internal_count=22185 12891 9294 7012 5629 2836 2810 2778 677 2101 2936 2147 1371 2793 2732 1355 789 325 826 1275 2652 3665 1658 2007 1175 113 87 832 61 787 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=3 0 2 3 0 4 3 8 1 3 3 0 4 0 1 3 3 3 0 2 0 4 4 0 8 8 1 8 2 3 split_gain=29.1287 10.8661 4.94987 4.43435 1.57785 2.47357 1.6129 1.80255 1.50054 1.35754 1.44538 1.42489 1.25228 3.41717 2.6447 1.23526 1.17997 1.15829 1.83434 1.89349 1.40713 1.56244 1.40446 1.45679 1.29384 2.42292 1.17211 1.42627 1.54746 2.58423 threshold=6.3166666666666673 1.0000000180025095e-35 0.41428571428571431 9.4142857142857164 3.5000000000000004 9.5000000000000018 11.366666666666669 1300.0000000000002 0.21111111111111114 4.4142857142857155 4.3166666666666673 8.5000000000000018 2.5000000000000004 4.5000000000000009 0.18333333333333338 6.7750000000000012 2.7638888888888893 6.154761904761906 4.5000000000000009 0.15476190476190479 5.5000000000000009 1.5000000000000002 4.5000000000000009 1.5000000000000002 2350.0000000000005 2550.0000000000005 0.15476190476190479 1700.0000000000002 0.35416666666666669 5.354166666666667 decision_type=2 2 2 2 2 2 2 2 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 17 12 6 -6 7 -5 16 10 -10 -11 14 -14 15 -3 -4 18 22 -20 -19 -22 24 -24 -1 -26 -21 -28 29 -29 right_child=1 3 8 4 5 -7 -8 -9 9 11 -12 -13 13 -15 -16 -17 -18 20 19 26 21 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=0.0069600561628469539 -0.00084305294324743475 -0.010633236298279437 0.023303854193201173 0.0018768772303361554 -0.04973110129253442 0.033513014614860372 -0.02976204092120445 -0.021866362567143912 0.010575610156573724 0.0037111083392186595 0.067324748877863536 -0.029006913117846762 -0.0098536924117644687 -0.032430678275059986 -0.020631264758620014 0.011747144416850073 0.013575429447353404 -0.0032227033146740693 -0.047454132486814266 0.0022815135560132686 0.010768865083875343 0.077422311398142846 0.0022913996321303615 -0.020524020023523454 0.064583232713179201 -0.012170791061524725 -0.028005796468520347 0.05297331993925164 -0.018739184850086237 -0.030250941175756187 leaf_weight=78.089111986425095 235.79066973663345 8.8156504072112529 42.354002781495012 11.061086090856405 10.145211575887966 0.97846414142986837 37.136648485065507 28.825186379530805 105.9397273582486 17.037269441979053 1.134037023228301 4.1354511072804589 102.12068670182418 20.050720141789498 15.288592755287594 20.508505401180457 118.02944430758117 2.7882222381786042 2.7060935249746754 26.705765143460667 1.7458192235880576 1.7712600360391659 29.579801043456229 9.1640383690184546 2.6681755079816858 1.6728396415710447 9.2077213812163752 2.5844625358170088 4.9583236321435606 1.4595194705325409 leaf_count=1360 5879 214 726 292 322 21 1359 808 2078 330 26 121 2548 554 368 526 2348 50 70 699 62 38 657 182 50 31 218 75 143 30 internal_value=-8.82129e-05 -0.00857941 0.00889719 -0.0157349 -0.0248058 -0.0424088 -0.0222636 -0.015282 0.0129207 0.00888911 0.0111767 -0.00267937 -0.0109409 -0.013559 -0.00377124 0.00501898 0.0161445 0.00226495 0.00147898 -0.0068354 0.0233058 0.0443367 0.00474657 -0.00310511 0.00843702 0.0350055 -0.00438819 -0.0141696 -1.76866e-05 0.0229367 internal_weight=954.453 490.721 463.731 254.931 88.1466 11.1237 77.0229 39.8863 288.63 128.246 107.074 21.1727 166.784 122.171 44.6127 29.3242 160.383 175.101 168.796 47.6219 6.3053 3.51708 121.174 38.7438 82.4301 4.34102 44.9158 18.21 9.00231 4.04398 internal_count=22185 12891 9294 7012 2802 343 2459 1100 5629 2555 2104 451 4210 3102 1108 740 3074 3665 3515 1235 150 100 2280 839 1441 81 1165 466 248 105 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=3 0 2 3 8 1 2 8 3 2 1 3 3 1 0 3 3 3 3 3 2 8 0 8 4 8 3 0 2 4 split_gain=26.3423 9.99841 4.44141 4.19381 1.50767 1.55631 2.8209 1.42788 1.6583 1.83024 1.46597 1.7601 1.46679 1.40069 1.38268 1.49165 1.53062 1.26844 2.45686 1.16989 1.12671 1.08944 1.0847 1.05073 1.95638 1.03179 1.02787 1.65814 1.76977 1.26163 threshold=6.3166666666666673 1.0000000180025095e-35 0.41428571428571431 10.050000000000002 1550.0000000000002 0.23611111111111113 0.18333333333333338 1700.0000000000002 6.0500000000000007 0.43650793650793657 0.47222222222222227 1.8166666666666669 3.8660714285714293 0.10555555555555557 2.5000000000000004 8.4722222222222232 8.3166666666666682 5.7638888888888902 5.4722222222222232 2.2250000000000005 0.73214285714285732 1900.0000000000002 9.5000000000000018 1900.0000000000002 4.5000000000000009 2800.0000000000005 6.154761904761906 4.5000000000000009 0.15476190476190479 4.5000000000000009 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 left_child=2 -2 26 4 5 6 -3 8 9 -4 12 -12 22 -8 23 16 -16 18 25 -13 -14 -20 -11 -6 -25 -9 27 29 -29 -1 right_child=1 3 7 -5 14 -7 13 17 -10 10 11 19 20 -15 15 -17 -18 -19 21 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.007982971792807058 -0.00080128697671278412 -0.010087959013067565 0.06400952423544802 -0.026392359353640333 -0.015557810559313835 -0.031751275883995421 0.0059624505814659416 0.016634230946167474 -0.049144643067228627 0.014436630920166805 0.010411178658439754 -0.036546701891358245 0.0054855412022689828 0.040320648492391156 -0.017610325010222638 -0.032960354330918672 0.022000973822616551 0.046475200398861945 0.016982197029203658 -0.0048650421937090765 -0.03892620908776552 -0.039825148181480349 0.041825334134430646 0.034028352476726323 -0.0070581225418215182 -0.021729411961177031 0.021836755963049251 -0.046362540199941543 -0.0041842247806656669 -0.0029569252828602561 leaf_weight=82.742358973345191 235.67985474648231 48.816561554200234 1.5069207467640797 62.221737604916257 28.780541052120498 5.3529484537560839 15.154731265174634 136.51650537019867 1.228451386643427 63.627749831426613 18.410146245264926 3.7628698443295461 37.209398772656868 3.6882904347652348 44.225407627171364 16.371450950137842 2.5810908145213025 3.2773986186288644 1.1924693319015194 12.914450307372588 1.4850879040920961 2.8880290160620916 3.8327361006085985 3.3482582283213587 21.512419971409372 1.7754322947148455 6.3861427138424451 2.6331831100137597 44.802305697153002 38.670760208626874 leaf_count=1441 5879 1248 32 2103 760 125 352 2616 26 1135 352 69 787 98 1115 472 71 61 20 256 39 60 140 83 585 36 150 70 1165 839 internal_value=-8.7324e-05 -0.00820466 0.00842938 -0.0151271 -0.0114346 -0.0057983 -0.00374501 0.0122309 0.00869987 0.00919766 0.00861287 -0.000247339 0.0115414 0.0126876 -0.0149574 -0.0199697 -0.015426 0.0157214 0.0150135 -0.0120133 0.00378103 -0.023224 0.0159927 -0.00905393 -0.00152456 0.0161417 0.00214622 0.00140149 -0.00652558 0.00449855 internal_weight=952.596 487.733 464.862 252.053 189.832 73.0125 67.6596 289.628 143.978 142.749 141.242 35.0875 106.155 18.843 116.819 63.1779 46.8065 145.65 142.372 16.6773 38.6945 4.0805 67.4605 53.6412 24.8607 138.292 175.235 168.849 47.4355 121.413 internal_count=22185 12891 9294 7012 4909 1823 1698 5629 2836 2810 2778 677 2101 450 3086 1658 1186 2793 2732 325 826 80 1275 1428 668 2652 3665 3515 1235 2280 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 8 0 3 8 8 1 8 2 1 0 0 3 1 1 3 3 3 8 3 4 8 8 1 3 2 split_gain=23.8584 6.84777 6.10713 3.09445 2.17738 1.55599 1.53899 1.56601 1.39282 1.2235 1.20428 1.58822 1.47162 1.17244 1.74703 1.97006 1.0742 1.06179 1.94028 1.35855 1.46786 1.05078 1.05033 1.04126 0.944555 0.958288 0.935884 0.898268 1.22417 0.795003 threshold=5.8166666666666673 1.0000000180025095e-35 7.354166666666667 3.4722222222222228 11.366666666666669 1450.0000000000002 3.5000000000000004 9.4142857142857164 1450.0000000000002 2550.0000000000005 0.18333333333333338 1550.0000000000002 0.58571428571428574 0.13392857142857145 4.5000000000000009 1.5000000000000002 2.6125000000000003 0.21111111111111114 0.10555555555555557 7.7071428571428582 7.7750000000000012 2.2250000000000005 2100.0000000000005 5.8452380952380958 5.5000000000000009 1100.0000000000002 1700.0000000000002 0.5277777777777779 1.6904761904761907 0.29285714285714287 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 26 23 5 6 -1 24 8 17 -10 11 -7 -12 14 15 22 -15 18 19 -8 -21 -17 -13 -3 25 -4 -2 -14 -29 -25 right_child=1 2 4 -5 -6 10 7 -9 9 -11 12 13 27 16 -16 21 -18 -19 -20 20 -22 -23 -24 29 -26 -27 -28 28 -30 -31 leaf_value=0.0058584160100213604 -0.0036749762111913335 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0.99771223059042391 1.7591369430883794 0.74579350976273229 7.9622349158744328 19.018341655869762 2.9881042560205051 84.249203160998263 72.899417106725338 21.479574060684172 108.55341988380863 23.948799725525877 2.0586665964838167 36.015399692084259 leaf_count=882 3156 19 23 5012 1428 24 54 274 607 18 166 496 669 11 100 39 38 25 39 17 217 292 69 1947 2071 515 2723 389 50 815 internal_value=-8.60175e-05 -0.0071221 -0.0121869 0.00882989 -0.0181745 0.0138964 -0.0152159 -0.0233279 -0.0185748 -0.0272897 0.0166562 0.0217212 0.0121026 0.0205332 0.0193434 0.021869 0.0612728 -0.00650407 -0.00265502 -0.0103729 -0.00117289 0.0337785 0.0142264 -0.00356775 -0.0117363 -0.00277865 -0.000761572 0.0146652 0.0076175 -0.00314373 internal_weight=950.79 531.417 295.842 419.373 174.57 175.358 136.307 40.9167 33.1009 19.2225 130.538 61.7984 68.7398 60.4701 58.7542 54.1109 1.7159 13.8784 12.8807 11.1215 8.70803 21.1511 32.9597 121.272 95.39 22.4905 235.575 61.2276 26.0075 120.265 internal_count=22185 13948 8069 8237 5288 3225 3860 1251 977 625 2343 1069 1274 1045 996 896 49 352 327 288 234 331 565 2781 2609 538 5879 1108 439 2762 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=3 0 3 2 8 1 2 3 3 8 1 1 1 8 8 3 2 1 3 3 1 3 3 0 4 0 2 3 0 3 split_gain=21.6718 8.49513 3.70959 3.6675 1.34254 1.4447 2.44209 1.2815 2.01013 1.36319 1.23629 2.96252 1.46042 1.78602 1.22252 1.50578 1.62668 1.28241 1.54652 1.22742 1.14556 1.1386 2.17192 1.13344 1.32526 1.27326 1.11274 1.26927 1.10928 1.08665 threshold=6.3166666666666673 1.0000000180025095e-35 10.050000000000002 0.41428571428571431 1550.0000000000002 0.23611111111111113 0.18333333333333338 8.3541666666666696 8.3166666666666682 1900.0000000000002 0.13392857142857145 0.10555555555555557 0.23611111111111113 1900.0000000000002 1700.0000000000002 6.0500000000000007 0.43650793650793657 0.47222222222222227 1.8166666666666669 3.8660714285714293 0.10555555555555557 5.7638888888888902 5.4722222222222232 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.18333333333333338 7.4722222222222232 2.5000000000000004 2.2250000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 -1 5 6 -3 8 10 -10 11 23 -12 -14 15 16 -5 19 -19 -18 -8 22 -16 -6 26 -26 27 -25 -9 -20 right_child=1 2 -4 14 7 -7 20 28 9 -11 12 -13 13 -15 21 -17 17 18 29 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0018890905452963959 -0.00072396627908619495 -0.0092198673477735874 -0.024839488535024559 0.059443227595799598 -0.0032529756574581959 -0.030570798527868322 0.0058023766558591081 -0.014067070242223338 0.091313862520444045 0.0023673368749559344 -0.051512464743741916 0.070128670610354618 -0.044513882244033701 0.022283359489529381 0.014631899917083236 -0.048028730071323328 0.014476724331240299 0.0093350755418851929 -0.035497421059732269 0.0033303323306450878 0.036473824907254961 0.043087456416843709 -0.022551597107166529 0.068980104728113209 -0.013993961259342134 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-0.00871338 0.0110383 0.00777613 0.00824271 0.00768874 -0.000591388 0.0104185 0.0119547 0.0142563 0.0135827 -0.0104904 -0.016579 -0.0225712 -0.000746969 0.0378289 -0.0211966 -0.0116666 internal_weight=948.977 482.244 246.776 466.732 186.972 72.3469 67.1396 114.625 75.1722 1.73518 73.437 65.4636 7.97344 4.02367 291.141 144.576 143.378 141.843 35.1681 106.675 18.9853 146.565 143.218 64.3035 34.9235 25.3347 9.58882 1.56441 39.4529 16.6222 internal_count=22185 12891 7012 9294 4909 1823 1698 3086 1931 42 1889 1697 192 94 5629 2836 2810 2778 677 2101 450 2793 2732 1672 913 624 289 66 1155 325 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=0 split_feature=3 3 3 2 8 1 2 3 3 1 1 1 8 1 0 3 8 0 0 4 0 1 2 3 3 0 4 3 0 2 split_gain=19.6027 7.80486 3.48345 3.29415 1.23964 1.33946 2.20494 1.19651 1.78327 1.15538 2.58991 1.39921 1.6473 1.14159 1.23136 1.37057 1.11554 1.05572 1.04683 1.23008 1.21548 0.999901 0.984851 1.08958 0.959328 1.10864 0.973885 0.941176 1.49161 1.64136 threshold=6.3166666666666673 58.500000000000007 10.050000000000002 0.41428571428571431 1550.0000000000002 0.23611111111111113 0.18333333333333338 8.3541666666666696 8.3166666666666682 0.13392857142857145 0.10555555555555557 0.23611111111111113 1900.0000000000002 0.21111111111111114 8.5000000000000018 5.0500000000000007 1900.0000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.10555555555555557 0.18333333333333338 7.4722222222222232 8.4722222222222232 5.5000000000000009 5.5000000000000009 6.154761904761906 4.5000000000000009 0.15476190476190479 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 27 5 6 24 8 9 10 18 -11 -13 -5 -15 -16 -10 -9 -6 22 -21 -8 23 -20 25 26 -2 28 -1 -30 right_child=1 -3 -4 13 7 -7 21 17 16 11 -12 12 -14 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0040039365525994276 0.0013558467755044523 -0.0006880533574313896 -0.02406697112200535 0.013253432126304428 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3.8912061187523923 7.9829814928425549 0.49618489301064972 20.033072788512072 4.6246906816500077 13.151009450077252 6.4596418289533508 2.5640389982936531 44.814340078404371 leaf_count=2280 228 5879 2103 3074 759 125 352 654 19 98 25 48 46 2204 305 46 23 501 39 374 250 98 223 27 557 116 347 150 70 1165 internal_value=-8.29707e-05 -0.00718542 -0.0134469 0.00720103 -0.0100895 -0.00496156 -0.00308038 -0.0133462 -0.00964312 -0.0108537 -0.00867091 -0.0290142 -0.00834667 0.0104572 0.0069607 -0.0103109 0.0396869 -0.0204635 -0.0100446 -0.0159453 -0.0217964 0.0112709 -0.000719877 0.0350826 -0.00881514 -0.0148223 -0.0103658 0.00179292 0.00107821 -0.00645043 internal_weight=947.277 479.616 244.242 467.662 185.575 72.0795 66.9776 113.496 74.6544 72.8663 65.0479 7.81834 3.99974 291.907 129.712 9.55907 1.78816 38.8415 63.8377 34.5196 24.9365 19.1227 9.58307 1.60009 47.8548 27.8218 23.1971 175.755 169.295 47.3784 internal_count=22185 12891 7012 9294 4909 1823 1698 3086 1931 1889 1697 192 94 5629 2555 351 42 1155 1672 913 624 450 289 66 1248 691 575 3665 3515 1235 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 0 3 8 8 8 1 8 2 1 0 0 3 3 3 1 1 3 3 8 8 4 8 1 3 2 split_gain=17.8125 5.33538 4.88875 2.37115 1.91847 1.42143 1.50804 1.347 1.14117 1.17661 1.00094 1.42065 1.29187 1.05195 1.55911 1.78536 0.992258 0.985488 0.972927 0.967642 1.54988 1.27057 1.27757 0.941227 0.880003 0.828256 0.843586 0.797947 1.07256 0.757937 threshold=5.8166666666666673 1.0000000180025095e-35 7.354166666666667 3.4722222222222228 11.366666666666669 3.5000000000000004 9.4142857142857164 1450.0000000000002 1450.0000000000002 2550.0000000000005 0.18333333333333338 1550.0000000000002 0.58571428571428574 0.13392857142857145 4.5000000000000009 1.5000000000000002 2.2250000000000005 5.8452380952380958 2.6125000000000003 0.21111111111111114 0.10555555555555557 7.7071428571428582 7.7750000000000012 2100.0000000000005 1450.0000000000002 5.5000000000000009 1100.0000000000002 0.5277777777777779 1.6904761904761907 0.81666666666666676 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 24 17 7 5 25 8 -1 19 -10 11 -9 -12 14 15 23 -17 -3 -15 20 21 -7 -23 -13 -2 26 -4 -14 -29 -16 right_child=1 2 4 -5 -6 6 -8 10 9 -11 12 13 27 18 29 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0045258245808710495 -0.0055505540638327499 -0.053187446042638892 0.042449808269124409 0.004384176557827666 -0.026549730101403674 -0.042433433149082878 -0.042037312270325901 0.070119826752799527 -0.027920442237356853 0.031757463904775449 -0.009136787037729889 0.014686922340483327 0.017671356338651828 0.096669840554100037 0.0020768211727066853 0.063189629983188375 0.027015372431118248 -0.002702327047519805 0.021490575322011339 -0.055301963795774324 0.039926257307091623 0.06047138183868489 -0.0067619663689492395 -0.014693758700239177 0.0012556589629996555 -0.012796877418118191 -0.0038732562127091899 0.0091134532956189292 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-0.00595662 -0.00238943 -0.00953383 -0.000728773 0.0120338 -0.000653909 -0.010155 -0.00171757 0.0127929 0.00617201 -0.0108511 internal_weight=945.7 523.7 288.417 422.001 167.998 132.039 39.1458 176.541 31.8607 18.1176 131.443 62.1465 69.2962 60.809 59.0792 54.4177 21.2341 120.419 1.72982 13.743 12.8165 10.9652 8.65014 33.1836 235.283 92.8927 22.1504 61.7611 26.2014 4.66148 internal_count=22185 13948 8069 8237 5288 3860 1251 3225 977 625 2343 1069 1274 1045 996 896 331 2781 49 352 327 288 234 565 5879 2609 538 1108 439 100 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=3 0 3 2 8 1 2 0 4 1 1 0 1 3 3 2 2 8 3 2 1 3 3 3 2 8 8 3 0 2 split_gain=16.132 6.61336 3.05221 2.734 1.10623 1.23156 1.93176 1.08826 1.28097 2.2573 2.13285 1.28074 1.16127 1.43632 1.81521 1.15834 1.44889 1.03993 1.34929 1.44573 1.08977 1.35428 1.05177 1.91226 1.02323 1.1217 1.00792 1.00531 1.02827 1.02378 threshold=6.3166666666666673 1.0000000180025095e-35 10.050000000000002 0.41428571428571431 1550.0000000000002 0.23611111111111113 0.18333333333333338 2.5000000000000004 2.5000000000000004 0.15476190476190479 0.11805555555555557 4.5000000000000009 0.23611111111111113 7.1055555555555561 6.7071428571428582 0.18333333333333338 0.13392857142857145 1700.0000000000002 6.0500000000000007 0.43650793650793657 0.47222222222222227 1.8166666666666669 5.7638888888888902 5.4722222222222232 0.68333333333333346 1300.0000000000002 1900.0000000000002 3.8660714285714293 9.5000000000000018 0.73214285714285732 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 -1 5 6 -3 -6 9 10 15 -10 -11 14 -14 16 -9 18 19 -5 27 -22 23 -19 25 -23 -25 28 -21 -29 right_child=1 2 -4 17 7 -7 -8 8 11 12 -12 -13 13 -15 -16 -17 -18 22 -20 20 21 24 -24 26 -26 -27 -28 29 -30 -31 leaf_value=0.0015704296848751661 -0.00062158818592405497 -0.0080723691804736805 -0.022578872758026489 0.054740327913413211 -0.0071178341729653226 -0.028462255884788762 0.010722976466645497 0.0063668712905369422 -0.015976731304918414 -0.049655233080569294 0.069641958454201736 -0.035201310460534319 -0.02692306507976315 -0.041022489640623459 0.065022636438719847 -0.0082556100377226532 0.096147864578413608 0.012734218896516481 -0.04702819773095146 0.011023871667392824 0.0079685565796716196 0.016837608001907107 0.039853775441957909 0.016164246229065315 -0.031814625350056767 -0.015168491507785304 -0.038542946459157026 0.0040762469585886064 0.03754343726752752 -0.038406241682696463 leaf_weight=176.08452723493514 235.19336309496018 47.301016991366438 56.537838894671381 1.5611840143555458 52.035585207375433 4.9619593550172558 19.227939545684706 1.5625116459559678 26.466461125559363 3.4620753642720379 1.1994468294960814 12.879111973241377 1.1001995768747295 1.9894789738918914 1.0482149152667259 9.1839200562035312 0.63078079270781007 140.26821657934244 1.1699096044376336 64.419778911381187 18.716915498984335 4.2023601633554808 3.4101013247621941 1.1996866902336467 4.5613841606934775 7.8531608789162419 2.8232999244586949 37.6318421421729 3.8751114261685862 1.473697805528899 leaf_count=3665 5879 1248 2103 32 1428 125 450 76 672 99 27 409 25 55 22 263 10 2652 26 1135 352 74 61 20 104 147 60 787 140 39 internal_value=-7.95974e-05 -0.00657757 -0.0124243 0.00649494 -0.00928794 -0.00443244 -0.00264021 -0.0123996 -0.0170169 -0.00677403 0.00622657 -0.0222696 -0.0282878 -0.0104102 0.0179374 -0.000459016 0.0321875 0.00945274 0.00645201 0.00688561 0.00636219 -0.00125474 0.0124081 0.0117594 -0.0116437 -0.00401168 -0.0222288 0.0088681 0.0125286 0.00247529 internal_weight=944.031 474.78 239.587 469.251 183.049 71.4909 66.529 111.558 59.5222 20.1766 12.5767 39.3456 7.59997 4.13789 2.14841 11.3772 2.19329 293.167 145.465 144.295 142.734 35.3338 147.701 144.291 16.6169 12.0555 4.02299 107.4 68.2949 39.1055 internal_count=22185 12891 7012 9294 4909 1823 1698 3086 1658 577 376 1081 201 102 47 349 86 5629 2836 2810 2778 677 2793 2732 325 221 80 2101 1275 826 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 0 3 8 8 8 3 2 1 3 3 1 8 2 0 3 0 1 8 8 4 2 1 3 2 2 split_gain=14.6198 4.49234 4.23074 1.95837 1.74085 1.3253 1.44663 1.17699 0.998739 1.10349 0.933819 0.928499 1.18897 1.08639 1.23703 0.884211 1.28263 1.13638 0.951787 1.68799 0.944469 1.41035 0.848259 0.828309 0.808427 0.742506 0.713938 0.952463 0.70825 1.18773 threshold=5.8166666666666673 58.500000000000007 7.354166666666667 3.4722222222222228 11.366666666666669 3.5000000000000004 9.4142857142857164 1450.0000000000002 1450.0000000000002 2550.0000000000005 5.8452380952380958 0.2678571428571429 0.10555555555555557 7.7071428571428582 7.7750000000000012 0.18333333333333338 1550.0000000000002 0.58571428571428574 1.5000000000000002 2.2250000000000005 4.5000000000000009 0.13392857142857145 2100.0000000000005 1900.0000000000002 2.5000000000000004 0.5634920634920636 0.5277777777777779 1.6904761904761907 0.81666666666666676 0.76388888888888895 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 7 5 24 8 28 11 -10 -2 12 13 -7 -15 16 -9 -17 22 -20 -21 -22 -18 -3 -4 -12 -19 -28 29 -1 right_child=1 23 4 -5 -6 6 -8 15 9 -11 25 -13 -14 14 -16 17 18 26 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0072253447958157404 -0.052287095949997933 -0.0023230376514681889 0.011236510179766346 0.0039330778419164551 -0.025123341568280194 -0.040155358633221491 -0.041001016629494152 0.06592797982379639 -0.026537019187038786 0.031170918275639527 -0.002907169751763011 -0.042466463623841953 0.03455291151203415 0.060629326184440641 -0.0059505942320322129 -0.0090125553604953387 0.01329060085001206 0.016161820890700236 0.063590928964351839 0.024988741740438497 -0.010907280289892607 0.045854029654902824 -0.014601511094134604 0.0044935723756734493 -0.010309838364268182 0.028445798646768935 0.0080577157086654493 -0.027645306177286139 -0.00083008304306012796 0.048812453183427834 leaf_weight=14.341526104663018 0.94555201247713583 175.36226831895604 4.5830573538987656 246.26558739262325 34.553731102359393 2.075183917986581 6.9263627634927607 1.3400472620851349 16.589712818029515 0.87193600533646431 116.99890818893893 1.5181652952396678 1.9707310082303582 0.77118747821077516 7.3154604996234411 7.5230661477576168 30.302404637181155 35.776666723485278 2.3795047044823177 19.188945733851998 4.6681466424915916 1.4294873951935185 2.995317801636701 59.74937836703478 86.896215550926797 1.9193278830216502 24.285867727611279 2.023659699552808 28.930407664235645 1.9503601318938315 leaf_count=256 19 4370 106 5012 1428 49 274 24 607 18 2718 47 40 16 200 166 496 669 44 292 100 44 69 1509 2503 44 389 50 571 55 internal_value=-7.80294e-05 -0.00570254 -0.00993537 0.00681706 -0.0151521 -0.0124919 -0.0203354 0.0108266 -0.0157347 -0.0236554 -0.00279466 -0.00560271 -0.0009899 -0.00788288 0.000398835 0.0132129 0.0175399 0.00934011 0.0164762 0.0233301 0.0195415 0.00239945 0.0107815 -0.000590719 -0.00923038 -0.00240114 0.0115639 0.00531153 0.00386556 0.0122039 internal_weight=942.448 519.047 283.936 423.401 164.072 129.518 38.0387 177.135 31.1124 17.4616 119.864 13.6507 12.1326 10.1618 8.08665 131.913 62.3039 69.6093 60.9638 27.6661 25.2866 6.09763 33.2977 235.112 91.4793 118.918 62.0862 26.3095 45.2223 16.2919 internal_count=22185 13948 8069 8237 5288 3860 1251 3225 977 625 2781 352 305 265 216 2343 1069 1274 1045 480 436 144 565 5879 2609 2762 1108 439 882 311 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=3 3 3 3 0 3 1 4 2 8 0 0 3 4 1 1 8 0 8 3 3 2 8 3 1 3 4 8 8 3 split_gain=13.3185 2.20046 7.03805 1.71521 1.11398 1.50595 0.991734 1.68934 1.45916 1.22749 0.988759 1.0707 1.42116 0.943221 1.42865 1.10388 1.23104 1.27743 1.14083 1.03814 0.891697 0.864889 0.847912 0.936927 0.991651 0.883613 0.834014 0.802938 0.817127 0.809262 threshold=4.8819444444444455 58.500000000000007 7.1833333333333345 11.366666666666669 3.5000000000000004 9.4142857142857164 0.15476190476190479 2.5000000000000004 0.5277777777777779 2100.0000000000005 7.5000000000000009 9.5000000000000018 4.5857142857142863 2.5000000000000004 0.18333333333333338 0.10555555555555557 1900.0000000000002 6.5000000000000009 1300.0000000000002 7.8166666666666673 4.7638888888888902 0.21111111111111114 1450.0000000000002 4.4142857142857155 0.5277777777777779 1.6904761904761907 5.5000000000000009 2550.0000000000005 2100.0000000000005 7.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 26 13 7 9 -8 20 -11 -12 -13 14 15 16 18 -18 -6 -17 -1 -16 -10 24 -24 -26 -4 28 29 -15 right_child=1 -3 3 -5 5 -7 8 -9 22 10 11 12 -14 27 21 19 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.016268396172030596 -0.00066746017466404693 -0.00056150593872459145 -0.00080694452348156493 -0.024375605950715851 0.017109589985552603 -0.040304658358324572 -0.0022655898086540167 0.0049644898162030738 0.0011174533401567205 0.0065404070081217791 -0.060241849862877478 -0.036545500640945243 0.1033867743848067 -0.033593277110729146 0.0057369957663500415 0.07848546336695128 -0.0017981413309042839 0.091727944966057406 -0.025527039104736377 0.0037554665273750207 0.048301082804446976 -0.045135124842082847 0.016897523995356 -0.015305013572951501 0.0076384619264198974 -0.023982950287461051 -0.011558192708762398 0.027174431397271732 -0.052128374578636477 -0.011540255928720228 leaf_weight=84.86776222503164 213.66599134556151 235.02981218507909 24.340074128504511 33.8511512926367 2.3655620031349809 6.699523302509987 45.669593192310103 72.988913829650983 28.552521358707168 10.614122364904231 1.2501573264935353 0.49957989027006977 0.28493259950300853 6.6003958753899594 1.1897948629875821 0.90462292596930527 0.83826127555221297 0.64681961256428622 4.6586197907672613 0.9557234040230469 2.2296307714314016 2.8056524004068706 45.48359683827114 3.1852505000972533 24.336566836184378 2.4297963809221974 69.671481422248519 0.82281531233456817 2.1788823935057726 11.25127016357146 leaf_count=1527 4672 5879 598 1428 55 274 938 1304 620 175 23 50 9 216 30 16 19 25 164 28 53 82 940 65 389 58 2085 18 72 373 internal_value=-7.59032e-05 -0.0043709 -0.00670584 -0.014305 -0.0117971 -0.0185757 0.00816361 0.0107449 0.00518429 0.0149747 0.000419784 -0.0315093 0.0142775 -0.0144423 -0.00458345 0.00520425 -0.00242358 0.0389367 -0.0111681 0.0400941 0.0170884 -0.029986 0.00845615 0.0112339 0.0124039 0.00476793 -0.00877464 -0.0212337 -0.0232222 -0.019694 internal_weight=940.869 618.476 383.447 169.781 135.929 41.9179 322.392 172.735 149.657 99.7462 12.6488 2.03467 0.784512 35.2184 14.3651 10.3696 8.50926 1.48508 7.02418 1.86035 87.0974 3.99545 103.988 75.4352 72.25 26.7664 94.0116 20.8534 20.0305 17.8517 internal_count=22185 16034 10155 5483 4055 1372 6151 3141 3010 1837 257 82 59 1098 419 307 263 44 219 44 1580 112 2072 1452 1387 447 2683 679 661 589 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=3 3 3 2 8 4 0 3 3 2 8 4 2 4 8 3 3 3 3 8 8 3 2 3 3 8 1 3 2 8 split_gain=12.1037 5.16234 2.47281 2.09179 1.46025 2.06716 2.09686 1.14304 0.979542 0.913195 1.14249 2.30739 3.06988 1.70214 1.06344 1.01798 0.943462 0.918607 0.903847 1.43675 0.87161 1.21108 1.29159 0.989907 1.6505 0.93029 0.895103 1.17569 0.996642 0.989296 threshold=6.3166666666666673 58.500000000000007 9.4142857142857164 0.41428571428571431 1300.0000000000002 9.5000000000000018 3.5000000000000004 11.535714285714286 11.366666666666669 0.38750000000000007 2350.0000000000005 1.5000000000000002 0.23611111111111113 4.5000000000000009 2550.0000000000005 3.7638888888888893 4.7888888888888896 5.4722222222222232 3.7071428571428577 1700.0000000000002 1700.0000000000002 6.0500000000000007 0.43650793650793657 5.7638888888888902 5.4722222222222232 1900.0000000000002 0.47222222222222227 1.8166666666666669 0.68333333333333346 1300.0000000000002 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 left_child=3 2 -2 9 8 -6 7 -7 -4 10 18 14 13 -13 -12 -11 -17 -15 19 -1 21 22 -5 24 -22 -26 -24 -28 29 -29 right_child=1 -3 4 20 5 6 -8 -9 -10 15 11 12 -14 17 -16 16 -18 -19 -20 -21 23 -23 26 -25 25 -27 27 28 -30 -31 leaf_value=-0.0025030357460112517 -0.0074571064556594518 -0.00053360261845962216 0.0022007027271557832 0.050803063539523421 -0.035271957447174977 -0.006180545894186552 0.070304058230683281 -0.024669931868353947 -0.020084778878891967 -0.052666629496182005 0.028381534341975018 0.054879886669626426 -0.036626702049095662 -0.036724498284976474 0.09714100869821081 0.010182632668136999 -0.014609801878510634 0.023377247518717899 0.00062629887965302703 0.05035480390598699 0.011127657181519236 -0.045928301730069995 0.0075933934912680301 0.037285870858501727 0.015059926814277197 -0.037490041980418692 0.0069734476705443221 0.015676115573617859 -0.031278174554532211 -0.01434244184012546 leaf_weight=2.7843157720890863 157.44046505587372 234.95599472951099 11.967573087582425 1.5787716567610903 20.455594023864705 14.253302914323283 0.70137671859993034 20.213490851368874 8.3859654646948893 1.2600118740138011 1.1065234314908132 2.8289920857059752 2.7758542455062525 1.0680392459471477 1.1433858925081493 5.8463411636273319 11.166615268647204 1.5708057576557621 142.56636747249067 2.3883498269701704 141.05133805391301 1.1392735268555032 107.90326433265568 3.4618343188041072 1.2099366080947214 2.7709884772573332 18.836595306485549 4.2388551308831683 4.5301605650768115 7.786169147317878 leaf_count=48 4210 5879 367 32 675 475 16 880 389 31 20 54 48 25 21 148 316 36 2874 44 2652 26 2101 61 20 60 352 74 104 147 internal_value=-7.41424e-05 -0.00576564 -0.0110322 0.00558547 -0.0184404 -0.0226335 -0.0152823 -0.0170239 -0.00698125 0.00128138 0.00250354 0.0184452 0.00619653 0.0279366 0.0633245 -0.0093018 -0.00609012 -0.000948176 0.00137123 0.0219028 0.00816502 0.00542191 0.00582573 0.0108623 0.0102316 -0.0215183 0.00533018 -0.00156994 -0.0112907 -0.00376082 internal_weight=939.387 468.374 233.418 471.013 75.9773 55.6238 35.1682 34.4668 20.3535 176.506 158.233 10.4936 8.24369 5.46784 2.24991 18.273 17.013 2.63885 147.739 5.17267 294.507 146.013 144.874 148.494 145.032 3.98093 143.295 35.3918 16.5552 12.025 internal_count=22185 12891 7012 9294 2802 2046 1371 1355 756 3665 3170 204 163 115 41 495 464 61 2966 92 5629 2836 2810 2793 2732 80 2778 677 325 221 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=3 3 3 3 4 0 1 8 3 0 0 2 0 3 3 3 0 8 8 8 3 3 8 2 0 3 8 8 8 1 split_gain=10.9455 4.88666 2.24591 1.92972 1.12577 3.82417 2.31641 1.16755 1.72395 0.876003 1.43703 1.75703 1.24618 1.56724 1.113 1.58625 1.63318 1.16498 0.926959 1.16656 0.797023 1.27833 0.76891 0.748454 0.929969 2.12626 1.68854 1.21989 1.30195 1.49192 threshold=6.354166666666667 58.500000000000007 11.366666666666669 4.5277777777777786 2.5000000000000004 4.5000000000000009 0.18333333333333338 2100.0000000000005 7.1833333333333345 3.5000000000000004 4.5000000000000009 0.41428571428571431 9.5000000000000018 9.0500000000000025 7.5277777777777786 7.1055555555555561 5.5000000000000009 1450.0000000000002 1450.0000000000002 1900.0000000000002 7.5277777777777786 7.0500000000000007 1450.0000000000002 0.2678571428571429 8.5000000000000018 6.154761904761906 1700.0000000000002 2100.0000000000005 2450.0000000000005 0.11805555555555557 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 6 -6 7 9 -9 18 -11 12 14 20 15 16 -12 -18 -2 -20 21 -14 -3 -5 27 26 -26 -25 -29 -30 right_child=1 22 -4 23 5 -7 -8 8 -10 10 11 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 29 -31 leaf_value=0.0076998221514927682 0.051922665097304171 -0.0051000749069118204 -0.022949050780625216 -0.0023173611650036488 -0.0077143749898573909 -0.031376787407285077 -0.018046319852341133 -0.051520540700589472 0.032643912038156718 -0.026981562448168531 0.055769479626559121 0.083482097100131852 -0.019734221014699918 0.075543522824047291 -0.0051043906446354434 0.073572453185135653 -0.041527820503227959 0.023635640066923282 -0.02373580582024264 0.048365097832855662 -0.0347038723737427 0.032506359712274002 0.0012747377513508038 0.0093318529968662422 -0.023920895215814742 0.050945800806238943 0.0064120815196248935 -0.022467380134980036 -0.02133388072952111 0.042857202053031888 leaf_weight=298.51822408506132 2.3319214654620231 65.652632219993905 32.567400867283027 83.744906181680307 131.88926187110778 19.614278248287974 14.211973842730854 1.8698086105287068 0.90189492495119328 2.9007490077347056 1.6680558950174633 0.79769304092042048 3.2174920167658456 0.54355896335619025 2.8999872135946134 1.6984524035451611 1.291525155826861 1.4626442780327122 1.3099275864660742 0.98124635033309449 2.6185313405439956 1.8411092670539799 169.23321136630886 63.918651508178385 10.060466334895869 1.5462856809018024 8.4344134288053265 6.6177264679524779 1.6147968182922343 2.0598340338310663 leaf_count=5622 48 1802 1428 1729 3677 674 375 42 28 59 25 24 116 28 63 28 26 31 25 23 120 66 4077 1177 363 56 280 116 25 32 internal_value=-7.24997e-05 -0.00556075 -0.0107988 0.00524285 -0.00875964 -0.0107778 -0.00157316 0.0066894 -0.024134 0.0100315 0.00568239 0.0109349 0.00757839 -0.00650283 0.0204109 0.0325 0.0167253 -0.00692176 0.0297302 0.00714301 -0.0123119 -0.000720938 -0.000507078 0.00112228 0.00417846 -0.00537875 -0.0100878 0.00675945 -0.00921598 0.0146488 internal_weight=938.019 461.503 226.618 476.515 194.05 151.504 42.5466 28.3346 2.7717 25.5629 20.9398 18.039 17.2414 8.22069 9.02066 6.12068 4.42223 2.75417 4.6231 2.29117 7.67713 5.0586 234.886 177.997 94.2522 20.0412 18.4949 74.211 10.2924 3.67463 internal_count=22185 12785 6906 9400 5478 4351 1127 752 70 682 586 527 503 330 173 110 82 57 96 48 302 182 5879 3778 2049 699 643 1350 173 57 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=0 split_feature=3 0 3 8 4 0 3 3 3 2 8 2 2 3 3 1 3 8 0 3 0 1 8 3 1 8 1 1 3 0 split_gain=9.90633 3.18678 3.18486 1.45141 1.67322 1.87042 1.41291 1.20384 1.09697 1.06225 2.64287 1.39008 1.34976 1.11126 1.0796 1.20938 1.02648 1.00911 0.8968 0.977701 0.878188 1.87324 2.19056 1.11972 1.05785 1.72883 0.983077 1.45104 1.26736 1.17606 threshold=5.8166666666666673 1.0000000180025095e-35 9.1125000000000025 1300.0000000000002 9.5000000000000018 3.5000000000000004 3.4722222222222228 9.6833333333333353 3.3541666666666674 0.41428571428571431 1900.0000000000002 0.47222222222222227 0.5634920634920636 5.9500000000000011 7.1833333333333345 0.21111111111111114 11.535714285714286 1450.0000000000002 3.5000000000000004 11.535714285714286 4.5000000000000009 0.35416666666666669 1900.0000000000002 2.2678571428571432 0.47222222222222227 1550.0000000000002 0.21111111111111114 0.11805555555555557 2.8944444444444448 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 left_child=6 -2 9 18 7 16 8 -5 17 13 11 -11 -13 -3 -15 -16 -6 -1 19 -4 24 26 -23 -24 25 -19 27 -22 -28 -29 right_child=1 2 3 4 5 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 -18 20 -20 -21 21 22 23 -25 -26 -27 28 29 -30 -31 leaf_value=0.0019489378284176307 -0.00048198965020970221 -0.046749676948486384 0.00726467592978288 -0.016180242230810851 -0.0055118312044970114 0.06515985394688284 0.0031195920781161724 -0.040031712897609449 0.040331154303849877 0.051378408796558674 0.037690874660084459 -0.014729787975756371 0.036355343897873239 -0.0021932809414816458 -0.0087933411768899086 -0.039817518055268043 -0.023233925607085152 0.074157517315961111 -0.031676054096504994 -0.016411443911863579 -0.024554935305772095 -0.033946403123860609 0.0080423905480002736 0.078188155256597211 0.0060053349409941292 0.014855048472299626 -0.059627780472933184 -0.012374610236048609 0.0060084020280827578 0.036942411687977163 leaf_weight=44.345534772318985 234.81479976070648 1.675279773703777 11.453625265279703 8.2415639821010718 14.099237385550621 0.72925011318875377 247.63739587494169 14.773166415290232 2.7435079430128999 1.0232586564670807 4.9366234653734855 11.760209531707458 1.4527516786906733 94.587486004226804 78.833005671467589 3.2715998857020159 19.431655099027466 1.250672222347929 2.8950872948043971 7.0408185200649305 3.8426487596907446 0.93807489531491173 0.8453248690493641 1.73988231749081 43.41862631723744 70.882244826823197 1.899689965121069 2.0749866087364239 1.2000394460155801 2.896093413802646 leaf_count=862 5879 63 331 260 475 16 5012 516 68 23 102 270 36 2199 2354 86 880 21 112 346 79 50 27 37 704 1156 53 39 43 86 internal_value=-7.12297e-05 -0.00476432 -0.00840493 -0.0169131 -0.0210636 -0.0140591 0.00556226 -0.0314905 0.00895908 -0.0050168 0.00616648 -0.00476508 -0.00911303 -0.0062189 -0.00583461 -0.0100296 -0.0157821 0.00846819 -0.00579948 -0.0017488 0.0106753 -0.000525765 0.0315025 0.0552515 0.0121716 0.0158833 -0.00999781 -0.00148002 -0.0342172 0.0163569 internal_weight=936.734 511.019 276.205 78.6644 57.2749 34.2601 425.715 23.0147 178.077 197.54 19.1728 14.2362 13.213 178.367 176.692 82.1046 33.5309 175.334 21.3895 18.4944 130.988 15.4367 3.52328 2.58521 115.552 72.1329 11.9135 8.81373 3.09973 4.97108 internal_count=22185 13948 8069 2936 2147 1371 8237 776 3225 5133 431 329 306 4702 4639 2440 1355 3157 789 677 2295 414 114 64 1881 1177 300 204 96 125 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=3 3 3 3 0 3 1 4 2 8 0 0 3 3 4 0 3 3 3 1 3 0 1 2 0 1 8 8 3 8 split_gain=9.00229 1.54795 5.0763 1.3434 0.972737 1.37253 0.859694 1.45778 1.25763 1.08437 0.889787 0.992742 1.24798 0.835318 0.83009 1.27219 1.41581 1.6376 1.10137 1.24538 0.824589 0.778151 1.35301 2.27213 3.82613 1.08083 2.04087 1.78256 1.6303 1.55672 threshold=4.8819444444444455 58.500000000000007 7.1833333333333345 11.366666666666669 3.5000000000000004 9.4142857142857164 0.15476190476190479 2.5000000000000004 0.5277777777777779 2100.0000000000005 7.5000000000000009 9.5000000000000018 4.5857142857142863 4.7888888888888896 2.5000000000000004 5.5000000000000009 7.5277777777777786 8.9500000000000011 7.4142857142857155 0.10555555555555557 7.7071428571428582 3.5000000000000004 0.31666666666666671 0.5634920634920636 5.5000000000000009 0.21111111111111114 2100.0000000000005 2100.0000000000005 7.0500000000000007 1700.0000000000002 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 left_child=6 2 21 4 -4 14 7 9 -8 13 -11 -12 -13 -1 15 -6 18 20 19 -17 -18 -2 23 25 -25 27 -27 28 29 -23 right_child=1 -3 3 -5 5 -7 8 -9 -10 10 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.014192645292718875 0.0021301208815141487 -0.0004580170689045134 -0.007214291607341855 -0.021565944391454459 -0.02201029824791359 -0.038377587588974527 -0.0029993324253625893 0.0037082593590271346 0.0069232318190390442 0.0050910618751726566 -0.059125962695053262 -0.035980311210874139 0.093491348126867255 0.046158739386965499 -0.019202184074957565 0.047801060051144761 -0.054881956366984209 0.060723520748866083 0.092029576334803104 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1.00934 1.23762 1.46944 0.984572 0.947361 1.64737 1.82778 0.967199 1.13039 0.925715 1.22618 1.14415 1.56329 1.11571 threshold=6.3166666666666673 58.500000000000007 10.050000000000002 0.41428571428571431 1550.0000000000002 0.23611111111111113 0.18333333333333338 8.4722222222222232 5.5000000000000009 0.15476190476190479 0.11805555555555557 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.23611111111111113 1900.0000000000002 0.18333333333333338 1900.0000000000002 7.354166666666667 3.5000000000000004 1300.0000000000002 9.5000000000000018 3.5000000000000004 3.5000000000000004 10.633333333333335 6.154761904761906 3.5000000000000004 2100.0000000000005 2550.0000000000005 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 left_child=3 2 4 25 5 6 7 8 -2 10 11 -6 16 -14 -11 -16 17 18 -13 -17 23 -22 -23 24 -4 26 27 -1 -29 -27 right_child=1 -3 20 -5 9 -7 -8 -9 -10 14 -12 12 13 -15 15 19 -18 -19 -20 -21 21 22 -24 -25 -26 29 -28 28 -30 -31 leaf_value=0.0018808389605038456 -0.0075814529694939667 -0.00043523068633041567 0.040806314337002637 0.0066937528491003932 -0.0043258155428547605 -0.02588430912067571 0.011382749154897537 0.0032646696999276514 -0.034730450387780665 -0.048384580842110211 0.061238733257704972 0.13059570550641747 -0.013217157292099133 -0.032101338704447889 -0.037392423758966939 -0.014078939921593016 -0.0070041531363082823 -0.013516639329570635 0.020648134046461594 0.050372123485133757 -0.039490646367957162 -0.017877258389159226 0.061165412561775712 -0.046484305680486587 -0.0075487075235088812 -0.0042074450331147321 -0.005206648899736729 0.029644825515798213 -0.019077822898539293 0.037560318042820506 leaf_weight=96.387553219715926 22.204426175754609 234.69121726451169 1.360234910622238 296.19413612857466 49.358596663725194 4.6726959414688727 19.041995759705571 19.001848779984357 4.2965580668078465 3.2568969849282876 1.2693041159891425 0.48907035402953558 25.110706828138063 11.591455772469997 2.305315514022368 1.5162126196810279 8.9904470909682441 0.92376442113891233 0.80261432199040428 0.97269312282605813 9.9307642852581903 26.280576217288175 0.75231274402176396 1.3687157381937129 10.842471104235299 2.8196004709689069 63.893029740375312 7.986332963472476 2.0738420337438583 3.6929100804542827 leaf_count=1812 575 5879 37 5629 1407 125 450 557 116 99 27 15 672 409 69 29 263 31 40 25 369 1148 16 63 470 50 1508 153 42 100 internal_value=-6.79194e-05 -0.00481258 -0.00935144 0.00455621 -0.00688637 -0.00230762 -0.000600795 -0.00561566 -0.0119831 -0.0098598 -0.00847196 -0.00938167 -0.0145906 -0.0191813 -0.0268453 -0.0122129 0.000444973 0.030674 0.0622776 0.0111093 -0.0179271 -0.0220752 -0.0156775 -0.00662895 -0.00215858 0.000976253 0.000268931 0.00355553 0.019601 0.0194769 internal_weight=934.078 461.031 226.34 473.047 175.805 69.2175 64.5448 45.5028 26.501 106.587 98.536 97.2667 47.9081 36.7022 8.05112 4.79422 11.2059 2.21545 1.29168 2.48891 50.5351 36.9637 27.0329 13.5714 12.2027 176.853 170.341 106.448 10.0602 6.51251 internal_count=22185 12891 7012 9294 4909 1823 1698 1248 691 3086 2864 2837 1430 1081 222 123 349 86 55 54 2103 1533 1164 570 507 3665 3515 2007 195 150 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=3 0 3 3 0 3 8 4 1 4 2 8 0 0 3 0 4 3 8 1 1 3 8 3 3 8 0 3 3 8 split_gain=7.45625 1.30664 4.30545 1.20734 0.871177 1.28489 0.799508 0.901411 0.785262 1.29672 1.09433 0.977746 0.804133 0.925555 1.10751 0.777724 0.776212 0.829107 0.842172 0.804343 0.770478 0.753632 0.725237 1.13951 3.49753 0.720434 0.691206 1.63529 0.826374 0.680376 threshold=4.8819444444444455 1.0000000180025095e-35 7.1833333333333345 11.366666666666669 3.5000000000000004 9.4142857142857164 2550.0000000000005 4.5000000000000009 0.15476190476190479 2.5000000000000004 0.5277777777777779 2100.0000000000005 7.5000000000000009 9.5000000000000018 4.5857142857142863 6.5000000000000009 5.5000000000000009 9.9500000000000011 1100.0000000000002 0.31666666666666671 0.21111111111111114 4.7638888888888902 1450.0000000000002 8.4722222222222232 8.7638888888888911 1900.0000000000002 3.5000000000000004 3.7638888888888893 3.6458333333333335 1450.0000000000002 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 left_child=8 25 -3 4 16 6 7 20 9 11 -10 21 15 -14 -15 26 17 18 -4 -20 -6 -1 23 -9 -25 -2 28 -28 -13 -12 right_child=1 2 3 -5 5 -7 -8 22 10 -11 29 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.013136016782663322 -0.0020349703923893295 -0.00051555172017112277 0.042335342222313076 -0.020335190989130766 -0.0048238928063430546 -0.037239422679336935 0.03189348778293661 -0.039970757857760081 -0.0030319029916465929 0.0032899951923136988 -0.00032612557045820517 0.0010840295286615763 -0.05761575650737924 -0.03483757279034818 0.086241091369294531 0.039588433370025621 -0.0093242840150323438 0.03253329987526489 -0.00020442108221206849 -0.030886551482687225 -0.037805472759423614 0.042130583956187372 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1.18347 1.13295 0.929642 0.887824 0.825136 0.824054 threshold=6.354166666666667 1.0000000180025095e-35 11.366666666666669 3.4722222222222228 3.3541666666666674 1300.0000000000002 1.5000000000000002 9.5277777777777803 9.5000000000000018 6.5000000000000009 3.5000000000000004 1450.0000000000002 0.23611111111111113 0.15476190476190479 7.5000000000000009 0.18333333333333338 2.5000000000000004 6.5000000000000009 2100.0000000000005 7.1833333333333345 7.5277777777777786 7.9500000000000011 6.7750000000000012 0.31666666666666671 8.5000000000000018 1450.0000000000002 4.5000000000000009 0.38750000000000007 0.18333333333333338 1900.0000000000002 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 left_child=3 -2 5 4 11 12 -7 14 9 10 -9 -1 13 -3 15 16 18 -18 20 -20 22 -22 24 25 26 -24 -8 -25 -6 -10 right_child=1 2 -4 -5 28 6 7 8 29 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=0.00093360671885677122 -0.00039310179212532988 -0.0012938540571821818 -0.019660300728272587 0.0020984845814404803 0.071641316329711824 -0.0011091814473858975 -0.011997343385274846 0.0063780489116791522 -0.010930165521493816 -0.048340457071773257 -0.050620560807287197 0.0089752432012113453 -0.027333401874645877 0.036323030472229005 -0.029997114657537644 -0.022931268967657556 -0.008029538178710223 -0.041003974831048146 -0.050195971222227756 0.038555420587803341 -0.045950793124170469 0.0022120896041461545 -0.023190363955329446 0.10160282835105255 -0.039535371702773742 0.030003349764173626 0.044875534910503605 0.037518815273792583 0.015536331114894376 0.056834681201557061 leaf_weight=44.522634216444487 234.57483683468223 41.433029827087438 29.8922232762269 300.00196366262469 1.0652260624774492 34.726867319625853 1.3599430965259727 2.8454715757493414 1.0206728272605676 7.2241659472019819 2.0147485770430649 131.50740759282343 2.903726003668452 2.3957519475125073 4.641145548061103 8.6661411848020844 55.986967594538555 4.0786324572145523 1.7828520946786732 0.84096373955253501 1.5569327009243341 4.1302883404277964 1.3766462333229581 0.94895924866432357 1.2919034968635967 3.6682916289619243 1.523452280896066 1.2555371158741762 1.7030782999645451 0.80046767275780428 leaf_count=862 5879 1144 1428 6175 24 1075 28 84 31 259 110 2295 81 56 139 243 1486 203 42 23 58 127 29 16 58 100 29 32 44 25 internal_value=-6.49028e-05 -0.00444799 -0.00880386 0.00408145 0.00740863 -0.00708201 -0.00909275 -0.0116835 -0.0286735 -0.0358362 -0.0172501 0.0069413 -0.000983385 0.000762346 -0.00914605 -0.00805217 -0.00643636 -0.0102686 0.00522703 -0.0217501 0.0093635 -0.010973 0.019487 0.0305761 0.000233312 0.015488 0.0180516 0.0651048 0.0371252 0.0188553 internal_weight=931.741 452.941 218.366 478.8 178.798 188.474 141.741 107.014 13.9055 12.0844 4.86022 176.03 46.7325 43.8288 93.1087 88.4675 79.8014 60.0656 19.7358 2.62382 17.112 5.68722 11.4247 7.24943 4.1753 5.04494 2.8834 2.2045 2.7683 1.82114 internal_count=22185 12785 6906 9400 3225 5478 4197 3122 509 453 194 3157 1281 1200 2613 2474 2231 1689 542 65 477 185 292 177 115 129 57 48 68 56 is_linear=0 shrinkage=0.05 end of trees feature_importances: recent_avg_finish=380 distance_m=226 recent_runs=190 recent_win_rate=141 recent_top3_rate=135 recent_best_finish=68 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 500] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 4] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 1] [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: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]