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YEARS_BEGINEXPLUATATION_MODE YEARS_BUILD_MODE COMMONAREA_MODE ELEVATORS_MODE ENTRANCES_MODE FLOORSMAX_MODE FLOORSMIN_MODE LANDAREA_MODE LIVINGAPARTMENTS_MODE LIVINGAREA_MODE NONLIVINGAPARTMENTS_MODE NONLIVINGAREA_MODE APARTMENTS_MEDI BASEMENTAREA_MEDI YEARS_BEGINEXPLUATATION_MEDI YEARS_BUILD_MEDI COMMONAREA_MEDI ELEVATORS_MEDI ENTRANCES_MEDI FLOORSMAX_MEDI FLOORSMIN_MEDI LANDAREA_MEDI LIVINGAPARTMENTS_MEDI LIVINGAREA_MEDI NONLIVINGAPARTMENTS_MEDI NONLIVINGAREA_MEDI TOTALAREA_MODE OBS_30_CNT_SOCIAL_CIRCLE DEF_30_CNT_SOCIAL_CIRCLE OBS_60_CNT_SOCIAL_CIRCLE DEF_60_CNT_SOCIAL_CIRCLE DAYS_LAST_PHONE_CHANGE FLAG_DOCUMENT_2 FLAG_DOCUMENT_3 FLAG_DOCUMENT_4 FLAG_DOCUMENT_5 FLAG_DOCUMENT_6 FLAG_DOCUMENT_7 FLAG_DOCUMENT_8 FLAG_DOCUMENT_9 FLAG_DOCUMENT_10 FLAG_DOCUMENT_11 FLAG_DOCUMENT_12 FLAG_DOCUMENT_13 FLAG_DOCUMENT_14 FLAG_DOCUMENT_15 FLAG_DOCUMENT_16 FLAG_DOCUMENT_17 FLAG_DOCUMENT_18 FLAG_DOCUMENT_19 FLAG_DOCUMENT_20 FLAG_DOCUMENT_21 AMT_REQ_CREDIT_BUREAU_HOUR AMT_REQ_CREDIT_BUREAU_DAY 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NAME_HOUSING_TYPE_Municipal_apartment NAME_HOUSING_TYPE_Office_apartment NAME_HOUSING_TYPE_Rented_apartment NAME_HOUSING_TYPE_With_parents OCCUPATION_TYPE_Accountants OCCUPATION_TYPE_Cleaning_staff OCCUPATION_TYPE_Cooking_staff OCCUPATION_TYPE_Core_staff OCCUPATION_TYPE_Drivers OCCUPATION_TYPE_HR_staff OCCUPATION_TYPE_High_skill_tech_staff OCCUPATION_TYPE_IT_staff OCCUPATION_TYPE_Laborers OCCUPATION_TYPE_Low_skill_Laborers OCCUPATION_TYPE_Managers OCCUPATION_TYPE_Medicine_staff OCCUPATION_TYPE_Private_service_staff OCCUPATION_TYPE_Realty_agents OCCUPATION_TYPE_Sales_staff OCCUPATION_TYPE_Secretaries OCCUPATION_TYPE_Security_staff OCCUPATION_TYPE_Waiters_barmen_staff WEEKDAY_APPR_PROCESS_START_FRIDAY WEEKDAY_APPR_PROCESS_START_MONDAY WEEKDAY_APPR_PROCESS_START_SATURDAY WEEKDAY_APPR_PROCESS_START_SUNDAY WEEKDAY_APPR_PROCESS_START_THURSDAY WEEKDAY_APPR_PROCESS_START_TUESDAY WEEKDAY_APPR_PROCESS_START_WEDNESDAY ORGANIZATION_TYPE_Advertising ORGANIZATION_TYPE_Agriculture 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ORGANIZATION_TYPE_Other ORGANIZATION_TYPE_Police ORGANIZATION_TYPE_Postal ORGANIZATION_TYPE_Realtor ORGANIZATION_TYPE_Religion ORGANIZATION_TYPE_Restaurant ORGANIZATION_TYPE_School ORGANIZATION_TYPE_Security ORGANIZATION_TYPE_Security_Ministries ORGANIZATION_TYPE_Self_employed ORGANIZATION_TYPE_Services ORGANIZATION_TYPE_Telecom ORGANIZATION_TYPE_Trade__type_1 ORGANIZATION_TYPE_Trade__type_2 ORGANIZATION_TYPE_Trade__type_3 ORGANIZATION_TYPE_Trade__type_4 ORGANIZATION_TYPE_Trade__type_5 ORGANIZATION_TYPE_Trade__type_6 ORGANIZATION_TYPE_Trade__type_7 ORGANIZATION_TYPE_Transport__type_1 ORGANIZATION_TYPE_Transport__type_2 ORGANIZATION_TYPE_Transport__type_3 ORGANIZATION_TYPE_Transport__type_4 ORGANIZATION_TYPE_University ORGANIZATION_TYPE_XNA FONDKAPREMONT_MODE_not_specified FONDKAPREMONT_MODE_org_spec_account FONDKAPREMONT_MODE_reg_oper_account FONDKAPREMONT_MODE_reg_oper_spec_account HOUSETYPE_MODE_block_of_flats HOUSETYPE_MODE_specific_housing HOUSETYPE_MODE_terraced_house 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REFUSED_AMT_DOWN_PAYMENT_MIN REFUSED_AMT_DOWN_PAYMENT_MAX REFUSED_AMT_DOWN_PAYMENT_MEAN REFUSED_AMT_GOODS_PRICE_MIN REFUSED_AMT_GOODS_PRICE_MAX REFUSED_AMT_GOODS_PRICE_MEAN REFUSED_HOUR_APPR_PROCESS_START_MIN REFUSED_HOUR_APPR_PROCESS_START_MAX REFUSED_HOUR_APPR_PROCESS_START_MEAN REFUSED_RATE_DOWN_PAYMENT_MIN REFUSED_RATE_DOWN_PAYMENT_MAX REFUSED_RATE_DOWN_PAYMENT_MEAN REFUSED_DAYS_DECISION_MIN REFUSED_DAYS_DECISION_MAX REFUSED_DAYS_DECISION_MEAN REFUSED_CNT_PAYMENT_MEAN REFUSED_CNT_PAYMENT_SUM POS_MONTHS_BALANCE_MAX POS_MONTHS_BALANCE_MEAN POS_MONTHS_BALANCE_SIZE POS_SK_DPD_MAX POS_SK_DPD_MEAN POS_SK_DPD_DEF_MAX POS_SK_DPD_DEF_MEAN POS_NAME_CONTRACT_STATUS_Active_MEAN POS_NAME_CONTRACT_STATUS_Approved_MEAN POS_NAME_CONTRACT_STATUS_Completed_MEAN POS_NAME_CONTRACT_STATUS_Demand_MEAN POS_NAME_CONTRACT_STATUS_Returned_to_the_store_MEAN POS_NAME_CONTRACT_STATUS_Signed_MEAN POS_NAME_CONTRACT_STATUS_nan_MEAN POS_COUNT INSTAL_NUM_INSTALMENT_VERSION_NUNIQUE INSTAL_DPD_MAX INSTAL_DPD_MEAN INSTAL_DPD_SUM INSTAL_DBD_MAX INSTAL_DBD_MEAN INSTAL_DBD_SUM INSTAL_PAYMENT_PERC_MAX INSTAL_PAYMENT_PERC_MEAN INSTAL_PAYMENT_PERC_SUM INSTAL_PAYMENT_PERC_VAR INSTAL_PAYMENT_DIFF_MAX INSTAL_PAYMENT_DIFF_MEAN INSTAL_PAYMENT_DIFF_SUM INSTAL_PAYMENT_DIFF_VAR INSTAL_AMT_INSTALMENT_MAX INSTAL_AMT_INSTALMENT_MEAN INSTAL_AMT_INSTALMENT_SUM INSTAL_AMT_PAYMENT_MIN INSTAL_AMT_PAYMENT_MAX INSTAL_AMT_PAYMENT_MEAN INSTAL_AMT_PAYMENT_SUM INSTAL_DAYS_ENTRY_PAYMENT_MAX INSTAL_DAYS_ENTRY_PAYMENT_MEAN INSTAL_DAYS_ENTRY_PAYMENT_SUM INSTAL_COUNT CC_MONTHS_BALANCE_MIN CC_MONTHS_BALANCE_MAX CC_MONTHS_BALANCE_MEAN CC_MONTHS_BALANCE_SUM CC_MONTHS_BALANCE_VAR CC_AMT_BALANCE_MIN CC_AMT_BALANCE_MAX CC_AMT_BALANCE_MEAN CC_AMT_BALANCE_SUM CC_AMT_BALANCE_VAR CC_AMT_CREDIT_LIMIT_ACTUAL_MIN CC_AMT_CREDIT_LIMIT_ACTUAL_MAX CC_AMT_CREDIT_LIMIT_ACTUAL_MEAN CC_AMT_CREDIT_LIMIT_ACTUAL_SUM CC_AMT_CREDIT_LIMIT_ACTUAL_VAR CC_AMT_DRAWINGS_ATM_CURRENT_MIN CC_AMT_DRAWINGS_ATM_CURRENT_MAX CC_AMT_DRAWINGS_ATM_CURRENT_MEAN CC_AMT_DRAWINGS_ATM_CURRENT_SUM CC_AMT_DRAWINGS_ATM_CURRENT_VAR CC_AMT_DRAWINGS_CURRENT_MIN CC_AMT_DRAWINGS_CURRENT_MAX CC_AMT_DRAWINGS_CURRENT_MEAN CC_AMT_DRAWINGS_CURRENT_SUM CC_AMT_DRAWINGS_CURRENT_VAR CC_AMT_DRAWINGS_OTHER_CURRENT_MIN CC_AMT_DRAWINGS_OTHER_CURRENT_MAX CC_AMT_DRAWINGS_OTHER_CURRENT_MEAN CC_AMT_DRAWINGS_OTHER_CURRENT_SUM CC_AMT_DRAWINGS_OTHER_CURRENT_VAR CC_AMT_DRAWINGS_POS_CURRENT_MIN CC_AMT_DRAWINGS_POS_CURRENT_MAX CC_AMT_DRAWINGS_POS_CURRENT_MEAN CC_AMT_DRAWINGS_POS_CURRENT_SUM CC_AMT_DRAWINGS_POS_CURRENT_VAR CC_AMT_INST_MIN_REGULARITY_MIN CC_AMT_INST_MIN_REGULARITY_MAX CC_AMT_INST_MIN_REGULARITY_MEAN CC_AMT_INST_MIN_REGULARITY_SUM CC_AMT_INST_MIN_REGULARITY_VAR CC_AMT_PAYMENT_CURRENT_MIN CC_AMT_PAYMENT_CURRENT_MAX CC_AMT_PAYMENT_CURRENT_MEAN CC_AMT_PAYMENT_CURRENT_SUM CC_AMT_PAYMENT_CURRENT_VAR CC_AMT_PAYMENT_TOTAL_CURRENT_MIN CC_AMT_PAYMENT_TOTAL_CURRENT_MAX CC_AMT_PAYMENT_TOTAL_CURRENT_MEAN CC_AMT_PAYMENT_TOTAL_CURRENT_SUM CC_AMT_PAYMENT_TOTAL_CURRENT_VAR CC_AMT_RECEIVABLE_PRINCIPAL_MIN CC_AMT_RECEIVABLE_PRINCIPAL_MAX CC_AMT_RECEIVABLE_PRINCIPAL_MEAN CC_AMT_RECEIVABLE_PRINCIPAL_SUM CC_AMT_RECEIVABLE_PRINCIPAL_VAR CC_AMT_RECIVABLE_MIN CC_AMT_RECIVABLE_MAX CC_AMT_RECIVABLE_MEAN CC_AMT_RECIVABLE_SUM CC_AMT_RECIVABLE_VAR CC_AMT_TOTAL_RECEIVABLE_MIN CC_AMT_TOTAL_RECEIVABLE_MAX CC_AMT_TOTAL_RECEIVABLE_MEAN CC_AMT_TOTAL_RECEIVABLE_SUM CC_AMT_TOTAL_RECEIVABLE_VAR CC_CNT_DRAWINGS_ATM_CURRENT_MIN CC_CNT_DRAWINGS_ATM_CURRENT_MAX CC_CNT_DRAWINGS_ATM_CURRENT_MEAN CC_CNT_DRAWINGS_ATM_CURRENT_SUM CC_CNT_DRAWINGS_ATM_CURRENT_VAR CC_CNT_DRAWINGS_CURRENT_MIN CC_CNT_DRAWINGS_CURRENT_MAX CC_CNT_DRAWINGS_CURRENT_MEAN CC_CNT_DRAWINGS_CURRENT_SUM CC_CNT_DRAWINGS_CURRENT_VAR CC_CNT_DRAWINGS_OTHER_CURRENT_MIN CC_CNT_DRAWINGS_OTHER_CURRENT_MAX CC_CNT_DRAWINGS_OTHER_CURRENT_MEAN CC_CNT_DRAWINGS_OTHER_CURRENT_SUM CC_CNT_DRAWINGS_OTHER_CURRENT_VAR CC_CNT_DRAWINGS_POS_CURRENT_MIN CC_CNT_DRAWINGS_POS_CURRENT_MAX CC_CNT_DRAWINGS_POS_CURRENT_MEAN 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3445 3449 3444 3446 3447 3468 3449 3458 3460 3497 3467 3481 3465 3457 3460 3454 3462 3475 3473 3476 3455 3493 3461 3467 3468 3446 3444 3434 3474 3452 3443 3444 3469 3449 3459 3490 3459 3435 3476 3436 3462 3493 3474 3440 3468 3446 3457 3463 3459 3459 3467 3487 3470 3452 3474 3488 3516 3475 3479 3470 3467 3486 3439 3467 3484 3460 3480 3467 3449 3453 3445 3454 3453 3481 3462 3468 3482 3488 3462 3472 3455 3497 3458 3455 3486 3477 3465 3444 3481 3466 3452 3456 3484 3464 3489 3449 3435 3472 3486 3433 3477 3439 3456 3464 3449 3457 3446 3459 3476 3471 3486 3439 3469 3469 3459 3460 3466 3458 3467 3449 3473 3487 3455 3504 3472 3465 3482 3475 3459 3484 3468 3453 3503 3465 3474 3457 3438 3476 3469 3443 3432 3474 3465 3463 3484 3484 3447 3459 3468 3496 3468 3452 3450 3439 3482 3474 3477 3476 3493 3455 3451 3482 3453 3455 3471 3440 3483 3462 3498 3465 3465 3476 3461 3465 3440 3463 3462 3438 3448 3445 3481 3466 3494 3476 3502 3478 3486 3496 3454 3456 3503 3464 3469 3416 3465 3484 3488 3508 3461 3479 3468 3495 3471 3493 3467 3442 3480 3503 3449 3491 3494 3453 3495 3449 3517 3484 3496 3461 3481 3495 3467 3478 3491 3506 3478 3471 3488 3465 3484 3445 3495 3477 3499 3478 3494 3477 3448 3446 3495 3480 3489 3488 3487 3479 3458 3469 3496 3452 3484 3487 3492 3486 3500 3497 3465 3452 3490 3502 3482 3496 3465 3489 3526 3482 3482 3461 3477 3496 3494 3522 3488 3471 3470 3507 3487 3489 3519 3506 3490 3496 3479 3519 3514 3433 Tree=0 num_leaves=31 num_cat=0 split_feature=33 32 32 31 33 108 243 8 243 243 32 78 8 626 33 31 13 59 33 625 76 239 31 239 10 32 14 7 31 239 split_gain=655.088 258.775 135.768 115.888 67.0093 91.6572 61.5916 55.3376 63.2232 51.1404 50.0975 49.318 47.2281 46.3882 45.2591 46.6309 45.1935 53.9845 46.3969 42.8131 40.6497 39.0152 38.2241 58.9072 38.6549 36.8655 32.5669 32.3695 31.9167 42.1085 threshold=0.47495059899960718 0.46652901169484512 0.5539218372101985 0.40035519715091999 0.34496990492100627 1.0000000180025095e-35 0.038089539171204161 677250.00000000012 0.097404111457354767 0.080427225902087521 0.093418472625969654 1.0000000180025095e-35 1347750.0000000002 10370.992500000002 0.32885910741650776 0.27086218055218064 -803.49999999999989 0.24195000000000003 0.67144732139725705 8025.5700000000006 0.031550000000000009 0.21330538225212142 0.21830832302890071 0.14313636912906544 -14815.499999999998 0.73784184380059004 14.500000000000002 36461.250000000007 0.42288731289378884 0.013057300963098853 decision_type=10 10 8 8 8 2 2 8 2 2 10 10 10 8 10 10 2 10 10 10 8 10 10 10 2 10 10 2 8 8 left_child=1 4 10 14 9 -6 11 8 25 -1 -2 12 -5 19 -3 -16 17 18 21 -4 -9 27 24 -24 -7 -8 -27 -12 -15 -30 right_child=2 3 13 6 5 22 7 20 -10 -11 16 -13 -14 28 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.067818486379908921 0.041397376826823429 0.052214510852812507 -0.05663923993184939 -0.081128931580708802 -0.099999992251396053 0.02072840796440887 0.01585728093359277 0.042954003221936488 -0.060911008956860885 -0.041798099187173587 -0.00268861346326824 0.019611029190825937 0.0032993482675860034 -0.027042321361157685 0.029360218444442237 -0.099999992251396053 0.025159625030903018 0.051817150889151363 -0.064309886598141103 0.06610933272555243 -0.074915015874739657 -0.075929541989483498 0.023270830376081603 -0.099999992251396053 0.060760656781673167 -0.099999992251396025 0.065285562282213702 -0.079099397373999486 0.012809546497148742 -0.075213503262487311 leaf_weight=265.26357355713844 34.22064882516861 120.79727312922478 14.878922998905184 68.375732153654099 13.008130073547362 101.53422543406487 297.91939970850945 9.0261386930942518 33.009878516197205 11.084885060787199 135.91223052144051 24.272226691246033 21.859428346157074 48.636244535446167 19.949296355247501 10.704607039690016 43.815018981695175 19.123175203800201 90.383774876594543 13.593845695257185 38.578547090291977 26.803042232990265 57.570592075586319 11.653116524219511 148.48763087391853 12.60162600874901 3.9033132493495932 15.434041440486906 14.297578513622282 273.30186215043068 leaf_count=453 89 270 88 461 96 335 1032 23 200 60 556 81 85 239 60 79 138 43 558 24 252 176 185 86 289 93 7 103 51 1788 internal_value=8.13603e-09 0.0217046 -0.0377275 4.43136e-05 0.0452297 0.0300988 -0.0113696 -0.00201046 0.0049166 0.0634215 -0.0161995 -0.0436577 -0.0606762 -0.0593135 0.0384456 -0.0158135 -0.0221457 -0.0293512 -0.0351314 0.00196501 -0.0525663 -0.0203278 0.0353999 0.00251942 0.0445035 0.0118275 -0.060911 -0.0104809 -0.0645026 -0.0708376 internal_weight=2000 1269.6 730.4 660.997 608.602 332.254 509.546 395.039 347.434 276.348 365.692 114.507 90.2352 364.708 151.451 30.6539 331.471 287.656 268.533 28.4728 47.6047 178.149 319.246 69.2237 250.022 314.424 16.5049 151.346 336.236 287.599 internal_count=8000 4147 3853 2643 1504 991 2234 1607 1332 513 1663 627 546 2190 409 139 1574 1436 1393 112 275 835 895 271 624 1132 100 659 2078 1839 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=33 32 32 31 31 33 108 78 243 6 33 243 32 626 13 9 12 0 625 613 49 239 239 12 8 615 239 239 159 14 split_gain=591.706 233.792 122.776 106.726 67.5804 60.6118 82.8564 60.5895 53.3439 56.1708 53.2366 46.2152 45.2363 41.9254 40.9344 40.1911 52.7392 41.2151 38.6774 37.5443 37.4962 37.124 37.1137 34.7032 30.4579 29.9034 29.7692 33.2938 33.7135 34.2367 threshold=0.47495059899960718 0.46652901169484512 0.5539218372101985 0.40813481180183203 0.27086218055218064 0.34496990492100627 1.0000000180025095e-35 1.0000000180025095e-35 0.038919508799491756 296259.75000000006 0.23466284194682538 0.080427225902087521 0.093418472625969654 10370.992500000002 -4111.4999999999991 0.025778000000000002 -426.49999999999994 103363.50000000001 8025.5700000000006 18.500000000000004 0.10475000000000002 0.05848520016436231 0.22332006704218202 -3133.4999999999995 1347750.0000000002 30.500000000000004 0.30575059957046269 0.28750629053976978 1.0000000180025095e-35 15.500000000000002 decision_type=10 10 8 10 8 8 2 10 2 2 8 2 10 8 2 2 2 2 10 10 10 10 10 2 10 8 8 10 2 10 left_child=1 5 12 4 -3 11 -7 8 19 21 -5 -1 -2 18 20 -11 17 -17 -4 24 -14 -10 25 -8 -6 -16 27 28 -15 -30 right_child=2 3 13 10 7 6 23 -9 9 15 -12 -13 14 26 22 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.064502961810998974 0.039344646490878619 0.052247561067758574 -0.053851210177539383 0.01340732346582113 -0.072029640357183983 -0.095241871416875942 0.017453898352625664 0.043419812179400899 -0.0019961405717194877 0.031761413875913573 -0.053760224288990646 -0.039725850774146781 -0.060728987612863154 -0.065911178715523933 -0.09884457431621374 0.0056142485109870388 0.076281471490160013 -0.098827963567485438 0.062873708288137972 0.084800668887542452 0.016153228159571795 -0.071042628175495101 -0.058232912527916583 0.050439058477892811 0.0094293643234379301 0.0033309158937722297 -0.083851624428721433 0.026045329789325136 -0.040762635114688958 0.064521702254975138 leaf_weight=264.95880308747292 34.205991595983505 83.438733875751495 14.866996496915819 39.774062320590019 52.304725900292397 12.975663185119627 162.40159690380096 76.092250511050224 46.137307941913605 146.31639465689659 114.21349447965622 11.080044478178023 86.663355186581612 176.13885124027729 7.4491149932146072 18.205710485577583 10.892444357275961 19.631717920303345 13.579004019498823 5.241046965122222 19.411140188574791 33.677926197648048 32.70522928237915 156.65921741724014 14.700372725725172 185.06634420156479 102.24707707762718 13.066707193851469 34.433844730257988 9.9535792768001539 leaf_count=453 89 180 88 141 343 96 545 191 188 426 669 60 531 1116 55 69 15 145 24 6 67 216 198 350 54 723 712 42 189 19 internal_value=-2.58221e-07 0.0206341 -0.0358721 4.17211e-05 0.0111212 0.0430061 0.0286127 0.00301269 -0.00584528 0.0042039 -0.0364112 0.0603193 -0.015398 -0.0564145 -0.0210501 0.018663 -0.0206662 -0.048575 0.00186868 -0.0440775 -0.0466599 -0.0311302 -0.00898845 0.0336496 -0.0541582 -0.000622621 -0.0613511 -0.0515023 -0.0560972 -0.0171533 internal_weight=1998.49 1268.7 729.787 660.626 506.639 608.075 332.036 423.2 347.108 274.862 153.988 276.039 365.501 364.286 331.295 195.046 48.7299 37.8374 28.446 72.2461 106.074 79.8152 225.221 319.061 67.0051 192.515 335.84 233.593 220.526 44.3874 internal_count=8000 4147 3853 2643 1833 1504 991 1653 1462 1059 810 513 1663 2190 1574 655 229 214 112 403 598 404 976 895 397 778 2078 1366 1324 208 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=33 32 32 31 33 78 108 123 31 10 125 243 32 13 59 33 59 9 626 12 11 239 243 243 77 125 239 8 57 77 split_gain=535.096 212.412 111.496 84.2527 76.9898 69.9625 69.1227 60.2174 51.7786 47.1727 47.051 46.2925 40.8701 39.7292 47.0307 41.0983 38.3144 40.0412 37.987 37.7718 36.1603 33.2265 33.0219 32.362 32.192 31.2676 38.0436 30.8007 41.0082 30.3744 threshold=0.47495059899960718 0.54640218555227649 0.5539218372101985 0.40813481180183203 0.32885910741650776 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.26694003402844496 -15164.999999999998 1.0000000180025095e-35 0.085816782802075608 0.093418472625969654 -803.49999999999989 0.24195000000000003 0.67144732139725705 0.26415000000000005 0.0027875000000000005 10370.992500000002 -4048.4999999999995 -1804.4999999999998 0.21330538225212142 0.036129233139009252 0.079464345991561172 5.5000000000000009 1.0000000180025095e-35 0.14313636912906544 717750.00000000012 0.022950000000000002 5.5000000000000009 decision_type=10 10 8 10 8 10 2 2 10 2 2 2 10 2 10 10 10 2 8 2 8 10 2 2 10 2 10 10 8 10 left_child=1 4 12 5 11 7 -6 10 9 19 -3 -1 -2 14 15 21 17 -5 20 24 -4 -14 -9 -24 -8 26 -10 -11 -29 -23 right_child=2 3 18 16 6 -7 8 22 25 27 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 29 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.058520216526407598 0.037423386362748716 -0.017720731243192765 -0.096631666585860448 0.079374875732400985 -0.064718729359594898 0.047554042550536135 -0.034742710620590138 -0.042258739147788493 0.022697589018504917 0.055608509396076415 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7.2962847650051126 4.5598838180303565 leaf_count=571 89 437 52 7 138 181 249 134 189 388 169 66 659 138 43 558 45 603 2078 183 60 164 460 65 25 93 84 6 54 12 internal_value=-8.25754e-07 0.0196348 -0.0341511 -0.00574063 0.0361563 0.00568654 0.0227023 -0.00526719 0.0271379 0.0359757 -0.0332875 0.0548043 -0.0146424 -0.0200164 -0.0267815 -0.032183 -0.0426437 -0.053481 -0.0537695 0.0123159 0.00178058 -0.0182486 0.0125055 0.0206551 -0.0164481 -0.00739665 0.00585916 0.0507355 -0.0252462 -0.069687 internal_weight=1994.95 1266.65 728.298 499.486 767.166 381.387 445.647 302.298 424.127 337.705 117.325 321.52 365.17 331.005 287.2 268.093 118.098 103.16 363.128 129.738 28.3711 177.941 184.973 161.013 60.7179 86.422 72.3639 207.967 12.5339 26.686 internal_count=8000 4147 3853 2101 2046 1446 1409 1265 1271 905 606 637 1663 1574 1436 1393 655 610 2190 457 112 835 659 525 274 366 273 448 60 176 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=33 32 32 33 125 31 243 7 57 31 31 37 243 10 57 77 70 105 21 240 243 626 81 57 11 12 17 10 88 162 split_gain=485.489 157.38 141.166 107.468 78.046 69.1708 55.1881 48.4514 52.7886 46.5128 45.4564 45.249 39.7857 37.8906 40.5033 35.688 41.7915 35.4172 38.0172 34.802 34.4732 33.4718 31.6534 30.8821 30.3925 29.2008 37.7095 28.4757 28.2346 27.1754 threshold=0.40227454521685124 0.34536722086657728 0.54640218555227649 0.29784080071730007 1.0000000180025095e-35 0.39469638416470149 0.085816782802075608 13727.250000000002 0.011650000000000002 0.40813481180183203 0.70098440587402766 0.69060000000000021 0.042662847857358709 -17481.499999999996 0.039850000000000003 2.5000000000000004 0.34375000000000006 1.5000000000000002 1.5000000000000002 0.14216374269005846 0.032710787352578409 11612.025000000001 -1480.4999999999998 0.008850000000000002 -2633.4999999999995 -4189.4999999999991 1.0000000180025095e-35 -9870.4999999999982 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 8 8 2 10 2 2 10 8 10 8 2 2 10 10 10 10 2 2 2 8 2 8 8 2 2 2 2 2 left_child=1 -1 5 6 10 7 9 8 -2 -3 15 -6 19 14 20 16 22 18 -7 -11 -9 24 28 -15 -4 26 -25 -24 -5 -17 right_child=2 3 21 4 11 17 -8 13 -10 12 -12 -13 -14 23 -16 29 -18 -19 -20 -21 -22 -23 27 25 -26 -27 -28 -29 -30 -31 leaf_value=0.04899510368897781 -0.086410992280442259 0.063952475663757655 -0.092175890000806573 -0.055546711786674322 0.02446380363820155 -0.00023285901078720658 -0.095274019990472386 -0.073509708520935566 0.011540482551740987 0.038215566011937666 -0.094387423740993376 -0.071118510647042596 0.035384364471962672 -0.098069116537242929 -0.097333414235021856 0.040249577757584365 -0.096853099046907087 0.05270354734307342 -0.075601598255502028 -0.048442656602883438 0.012040641175157827 -0.051265200648090162 0.014226457953359787 0.014062800264671807 0.022492123323829796 0.040317907416981325 -0.096968091414697838 -0.070375348079236941 0.043739856621253959 -0.057785422163317279 leaf_weight=367.10276927053928 29.269087955355644 97.828296303749084 7.2512291371822357 37.18552440404892 15.440635472536085 22.878514975309372 8.2328453510999662 14.159466937184332 25.950071543455124 18.252862721681595 11.593566089868544 62.50925487279892 135.93447813391685 5.1322955042123786 12.956433519721029 87.553658410906792 11.465077042579649 8.3247441202402097 62.274062111973763 31.718874797224998 69.939285114407539 411.07223384082317 184.3719704002142 59.564512252807617 28.453803911805153 127.44780190289021 8.7736136317253095 10.513313904404638 8.8681038320064527 7.6897818297147742 leaf_count=786 206 159 54 221 49 93 61 94 94 48 86 409 364 38 96 223 85 18 418 181 256 2480 645 212 91 333 65 67 22 46 internal_value=-1.27413e-06 0.0222955 -0.0273595 0.00885332 -0.00683332 -0.00748236 0.0323424 0.00264009 -0.040379 0.0360454 0.00300735 -0.0521852 0.02136 0.0106122 -0.0150413 0.00625533 -0.00358548 -0.0457288 -0.0553518 -0.0167896 -0.00236323 -0.0472318 0.000852656 0.0230043 -0.000795463 0.0261781 -0.000191939 0.00966251 -0.0364281 0.0323344 internal_weight=1989.71 1096.26 893.447 729.158 437.191 446.67 291.967 353.193 55.2192 283.735 359.241 77.9499 185.906 297.973 97.0552 347.647 252.404 93.4773 85.1526 49.9717 84.0988 446.777 240.939 200.918 35.705 195.786 68.3381 194.885 46.0536 95.2434 internal_count=8000 3452 4548 2666 1853 1923 813 1394 300 752 1395 458 593 1094 446 1309 1040 529 511 229 350 2625 955 648 145 610 277 712 243 269 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=33 32 32 31 33 31 78 243 33 108 6 81 243 32 618 77 13 37 49 626 625 76 31 239 239 31 41 241 10 39 split_gain=443.148 178.372 92.9141 84.565 62.244 62.0409 55.825 53.4227 48.5668 68.049 47.1168 48.3099 37.5351 36.2032 36.5587 36.0781 34.4325 32.3082 31.8568 31.847 32.8623 31.7888 31.5151 44.4558 28.8639 35.3789 38.7732 34.0418 28.4518 28.1543 threshold=0.47495059899960718 0.46652901169484512 0.5539218372101985 0.27086218055218064 0.15147104206873863 0.40035519715091999 1.0000000180025095e-35 0.038919508799491756 0.34496990492100627 1.0000000180025095e-35 296259.75000000006 -651.49999999999989 0.080427225902087521 0.093418472625969654 1.0013262369774323 6.5000000000000009 -4111.4999999999991 0.67020000000000002 0.10475000000000002 10370.992500000002 8025.5700000000006 0.36285000000000006 0.21830832302890071 0.14313636912906544 0.013057300963098853 0.42288731289378884 0.029350000000000005 89550.000000000015 -14815.499999999998 0.66000000000000014 decision_type=10 10 8 8 8 10 10 2 8 2 2 2 2 10 8 8 2 8 10 8 10 8 10 10 8 8 8 2 2 8 left_child=1 8 13 -3 -5 6 7 15 12 -10 -9 -12 -1 -2 -15 -6 18 -11 -16 20 -4 29 28 -24 -21 27 -27 -26 -19 -7 right_child=2 3 19 4 5 21 -8 10 9 17 11 -13 -14 14 16 -17 -18 22 -20 24 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.056976134532749551 0.035683358497051031 0.047106273712292472 -0.049807859278343108 0.040219036603750091 -0.064634659978129769 -0.036022171426308085 0.038203154008577225 -0.034901461133228721 -0.088494417839171224 -0.06621187696840318 -0.017435413793590981 0.035940114531784272 -0.03711272376308055 -0.091933281942572262 -0.052677937740765471 0.066504558436531733 -0.0034115141139504294 0.019371230179245517 0.019785949357270703 0.01387330651727983 0.058179017351228726 -0.073695791657639717 0.0190856281211834 -0.093300561281032646 0.0073905785799127368 0.055462377289893186 -0.066810932572781007 -0.091000378840635054 0.054179516906119975 0.041655221149677707 leaf_weight=261.64758725464344 34.083462625741959 82.88793970644474 14.75196233391762 62.428854882717133 56.991974160075188 71.168539956212044 69.504278898239136 71.913066521286964 12.774740189313887 8.6303333938121778 73.775001809000969 99.658995568752289 11.047438025474547 16.097693741321564 80.535516828298569 5.7762278169393531 214.56728765368462 98.507651045918465 18.686045974493027 15.14799442887306 13.485759571194647 49.450454771518707 54.410728082060814 10.496697604656218 35.616576299071312 6.6477506160736075 262.38983841240406 11.672045364975927 145.29691112041473 13.95220126211643 leaf_count=453 89 180 88 158 370 387 177 380 96 53 339 269 60 120 490 10 902 315 62 58 24 335 174 78 145 17 1771 87 275 38 internal_value=-2.02907e-06 0.0179043 -0.0311866 -0.000106501 -0.00691687 -0.0126621 -0.00227383 -0.0114046 0.0375493 0.0246504 -0.000873917 0.0132353 0.0531644 -0.0133759 -0.0184446 -0.0525666 -0.0146746 0.0292051 -0.0390311 -0.0492082 0.00176447 -0.0418125 0.0318726 0.000910761 -0.0535504 -0.0567792 -0.0637896 -0.0168948 0.0401155 -0.02329 internal_weight=1984 1260.32 723.682 657.508 574.62 512.191 377.62 308.115 602.812 330.117 245.347 173.434 272.695 363.97 329.887 62.7682 313.789 317.342 99.2216 359.712 28.2377 134.571 308.712 64.9074 331.474 316.326 269.038 47.2886 243.805 85.1207 internal_count=8000 4147 3853 2643 2463 2305 1545 1368 1504 991 988 608 513 1663 1574 380 1454 895 552 2190 112 760 842 252 2078 2020 1788 232 590 425 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=33 32 32 31 243 33 108 78 123 8 125 13 239 31 76 59 243 45 32 13 59 33 239 239 239 13 9 33 14 240 split_gain=401.835 164.127 85.1128 66.4894 64.4313 57.6468 59.9983 56.7153 50.3432 43.8682 40.1883 36.1732 35.7449 44.3953 36.2161 34.3687 35.9116 33.662 32.7454 33.7908 40.0986 36.1368 29.3609 28.8746 28.3316 39.0899 48.1722 37.9829 32.4681 28.171 threshold=0.47495059899960718 0.54640218555227649 0.5539218372101985 0.40813481180183203 0.092880239559644362 0.32885910741650776 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 537750.00000000012 1.0000000180025095e-35 -479.99999999999994 0.12065797394620227 0.26037186615739477 0.051150000000000008 0.26415000000000005 0.044222171667994102 0.075850000000000015 0.093418472625969654 -803.49999999999989 0.24195000000000003 0.67144732139725705 0.30575059957046269 0.21330538225212142 0.10704158700518505 -4111.4999999999991 0.018975500000000003 0.55583709744822496 6.5000000000000009 0.33711898239533694 decision_type=10 10 8 10 2 8 2 10 2 10 2 2 8 10 8 10 2 10 10 2 10 10 8 10 10 2 2 10 8 2 left_child=1 4 18 7 5 -1 -7 8 10 12 -3 -6 -8 14 -14 16 -5 -11 -2 20 21 23 -4 24 25 -20 -27 28 -26 -21 right_child=2 3 22 15 11 6 9 -9 -10 17 -12 -13 13 -15 -16 -17 -18 -19 19 29 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=0.051607292113700381 0.033982852495675155 -0.016322926200602435 -0.037671649239168915 -0.089325431784876355 -0.0527147148341712 -0.058954668038004698 0.052370966326610147 0.042723618454892406 0.011298711777551942 -0.019214912866456595 -0.09064543110518275 0.056950914185850368 -0.10309584534497769 -0.070403335848407023 0.035612888761828269 0.032726696902193833 -0.027007061256566711 0.036569484557920875 -0.071538004855958667 0.047277124611320248 0.046262463071176596 -0.054767029265289417 -0.068894848560938179 -0.064102408900957045 0.078192123946673811 0.023124692197605094 -0.077009015977226647 0.043559829203997487 -0.095275270875672627 -0.043914815355667873 leaf_weight=307.7056749612093 34.001607462763786 94.175444424152374 249.16238766908646 35.335018202662468 33.148980915546417 21.198955282568932 170.5835760384798 78.549397006630898 184.09226028621197 72.372756853699684 22.542327836155891 9.725581154227255 4.9893861413002005 13.267154932022093 82.794715031981468 14.901900202035902 66.860425144433975 43.176359876990318 29.836018070578575 32.284350082278252 19.045631423592567 89.31839944422245 107.89813366532326 26.30546672642231 3.6273797154426548 47.543254166841507 16.070946246385574 43.273133397102356 10.52271731197834 11.480593129992483 leaf_count=580 89 437 1438 265 192 138 335 181 659 331 169 18 37 88 213 45 345 114 200 75 43 558 752 176 5 155 108 113 78 63 internal_value=-3.12823e-06 0.0170776 -0.0297705 -0.00527536 0.0316993 0.035264 0.0229497 0.00489072 -0.00498844 0.0274341 -0.0306772 -0.0278384 0.0384109 0.0148452 0.0277291 -0.0382103 -0.0485542 0.00162962 -0.0127323 -0.0175558 -0.0238262 -0.0288352 -0.0471068 -0.0157625 -0.00733426 -0.0243188 -0.00217223 0.0203062 -0.0508069 0.0233553 internal_weight=1975.79 1255.42 720.37 496.457 758.963 716.089 408.383 379.359 300.81 387.184 116.718 42.8746 271.635 101.051 87.7841 117.097 102.195 115.549 363.309 329.308 285.543 266.497 357.061 177.179 150.873 93.4502 63.6142 57.4232 14.1501 43.7649 internal_count=8000 4147 3853 2101 2046 1836 1256 1446 1265 1118 606 210 673 338 250 655 610 445 1663 1574 1436 1393 2190 835 659 463 263 196 83 138 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=33 32 32 31 31 31 243 33 198 243 6 32 48 118 0 242 126 7 243 7 8 33 7 11 37 33 81 57 240 32 split_gain=368.177 120.846 109.652 67.2458 65.0273 52.933 51.1502 43.9876 41.4837 37.886 35.7775 35.2415 34.4191 33.2736 33.2321 32.3993 44.7852 31.2032 32.5794 29.6972 30.9005 29.1015 28.5493 31.8341 27.1714 26.706 26.3394 41.9892 27.0592 25.1682 threshold=0.35151790798733135 0.30248840053627774 0.53602360115012548 0.40813481180183203 0.17333906334237648 0.69080213889459652 0.092880239559644362 0.72311494006137489 1.0000000180025095e-35 0.042611521999410207 809325.00000000012 0.71769215557562738 0.45010000000000006 1.0000000180025095e-35 106010.50000000001 0.21937000000000004 1.0000000180025095e-35 16593.750000000004 0.098551230435225914 14240.250000000002 456750.00000000006 0.32885910741650776 29130.750000000004 -4927.9999999999991 0.33700000000000002 0.45342730970937667 -667.49999999999989 0.038650000000000011 0.38576977711051036 0.10373493510155167 decision_type=10 8 10 8 8 10 2 10 2 2 2 8 10 2 2 2 2 2 2 2 10 8 2 10 10 10 2 10 2 10 left_child=2 7 6 13 -3 8 21 19 11 15 17 -6 -7 -4 -8 16 -5 24 26 25 -21 -1 -22 -24 -11 -2 27 28 -19 -23 right_child=1 4 3 9 5 12 14 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 22 29 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.049679208201355796 0.03641457033917414 0.044162280959401432 0.049748364449667848 -0.07785955592883767 -0.022572843240328738 -0.082212732258456211 0.0095412441928239486 -0.051724057784546695 -0.089510825064734456 -0.0082889347554237647 -0.093673462920254663 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210.53383913636208 leaf_count=556 29 67 169 340 2975 507 82 144 206 181 70 461 5 71 80 171 11 116 75 207 93 80 38 99 82 117 181 41 77 669 internal_value=-4.03688e-06 -0.0216832 0.0215811 0.00133051 -0.0306748 -0.0334697 0.0353154 0.0125552 -0.0291398 -0.0102787 0.00165949 -0.0266037 -0.0742611 0.0376859 -0.0247229 -0.0365571 -0.0619164 0.00617888 0.0181643 0.0209367 0.029946 0.038942 0.00157504 0.0223929 -0.0266589 -0.0247007 0.0251038 -0.000279258 -0.0314623 0.0267079 internal_weight=1966.98 981.351 985.626 398.32 777.236 749.254 587.305 204.115 677.356 301.912 207.6 650.048 71.8979 96.4086 33.4548 94.3122 53.9297 198.203 145.205 180.57 150.801 553.851 58.6488 43.2475 52.9983 29.7695 133.725 57.9286 37.6991 258.881 internal_count=8000 4948 3052 1585 4221 4154 1467 727 3642 1345 823 3436 512 240 162 522 351 753 490 583 437 1305 230 137 263 146 415 234 193 749 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=33 32 32 33 125 31 31 7 57 37 31 142 10 11 57 52 0 0 105 21 77 70 5 73 243 81 80 34 35 14 split_gain=334.524 115.362 101.192 78.8669 63.5655 56.359 40.6425 40.2143 45.3281 38.298 36.1081 30.8551 30.1843 43.5982 36.6891 33.0926 31.1389 28.9833 28.8641 32.8619 28.5359 36.2149 28.1676 31.3938 27.5383 52.2563 25.6808 25.4712 26.313 27.4449 threshold=0.40227454521685124 0.34536722086657728 0.54640218555227649 0.29784080071730007 1.0000000180025095e-35 0.39469638416470149 0.40813481180183203 13727.250000000002 0.011650000000000002 0.69060000000000021 0.70098440587402766 1.0000000180025095e-35 -16181.499999999998 -2721.4999999999995 0.043150000000000008 0.048350000000000011 108493.00000000001 103363.50000000001 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.34375000000000006 166050.00000000003 0.067550000000000013 0.038919508799491756 -515.49999999999989 1.0000000180025095e-35 0.6222000000000002 0.072950000000000015 13.500000000000002 decision_type=10 10 8 8 2 10 8 2 10 8 10 2 2 8 10 8 2 2 10 2 10 10 2 10 2 2 8 10 10 8 left_child=1 -1 5 6 10 7 -3 8 -2 -6 20 26 13 -9 16 17 -15 -14 19 -7 21 24 -8 -24 25 -5 27 28 29 -4 right_child=2 3 11 4 9 18 22 12 -10 -11 -12 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.041781035492068783 -0.079424482944917441 0.053669024018288262 -0.070589624151866356 -0.091569931185309872 0.023065395779245015 0.0017319337008563928 0.029164146889852027 -0.090513482688651725 0.01185101929453024 -0.065288518518864386 -0.085594755327755276 0.028205519459337015 0.024720373370409939 0.024460074638465057 -0.092405004949770539 0.0312159727541476 -0.052855461529388192 -0.093227225832856794 0.048431666792925654 -0.068687151007192984 0.028822432999153352 -0.09096982186914887 -0.042410840493122992 0.023194271332802972 0.0086041472491365841 0.018943239211419504 -0.0052841537563268707 0.085776358744297995 -0.072906266508648704 -0.033028889898319654 leaf_weight=359.32825496792793 28.806463405489922 97.402730450034142 61.561895370483398 21.142083138227463 15.32430464029312 22.720759674906731 116.81517235934734 14.482421874999998 25.770005151629448 61.433864384889603 11.260643817484377 15.983999833464621 10.146683081984522 78.034873336553574 9.3319611847400648 157.22841027379036 15.631672978401182 10.701977431774138 8.2439358681440336 61.172775737941265 94.380343705415726 11.283688738942145 37.406577542424202 35.579617381095886 196.59679484367371 21.650800257921219 41.610806211829185 3.5959243774414054 82.34138061106205 231.57449907064438 leaf_count=786 206 172 437 159 49 93 323 109 94 409 86 55 32 254 70 454 95 80 18 418 269 85 205 113 722 74 195 5 598 1335 internal_value=-4.52882e-06 0.0186405 -0.0229063 0.00709631 -0.00637726 -0.00604878 0.027413 0.00310726 -0.0363259 -0.0476492 0.00251365 -0.0399802 0.0103888 -0.00928368 0.00213789 0.0233671 0.0115572 -0.0358242 -0.0408429 -0.0496157 0.00538902 -0.00343383 0.0139389 -0.0104294 0.000692198 -0.0356565 -0.0425709 -0.0466638 -0.0479322 -0.0409171 internal_weight=1958.55 1079.6 878.94 720.277 433.073 442.272 287.204 350.134 54.5765 76.7582 356.314 436.669 295.558 117.481 102.999 178.077 93.6665 20.8487 92.1375 83.8935 345.054 250.673 189.801 72.9862 239.39 42.7929 420.685 379.074 375.478 293.136 internal_count=8000 3452 4548 2666 1853 1923 813 1394 300 458 1395 2625 1094 528 419 566 349 112 529 511 1309 1040 641 318 955 233 2570 2375 2370 1772 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=33 32 33 31 32 243 77 240 31 70 127 243 626 11 81 13 59 31 7 6 243 240 239 31 41 241 7 243 240 107 split_gain=305.422 129.343 85.9925 68.3185 67.1253 44.7391 42.1239 34.9538 34.8401 31.9769 31.8297 30.5067 29.2052 29.2629 28.8361 28.6949 31.5299 41.4781 45.8439 39.422 33.753 27.7093 26.1859 32.2619 35.566 31.2753 24.8654 31.0226 28.6151 24.858 threshold=0.47495059899960718 0.34536722086657728 0.29784080071730007 0.34912318655494418 0.5539218372101985 0.085816782802075608 2.5000000000000004 0.14833117441563662 0.40813481180183203 0.34375000000000006 1.0000000180025095e-35 0.042662847857358709 10370.992500000002 -1804.4999999999998 -1493.4999999999998 -1330.9999999999998 0.24195000000000003 0.50120499072861158 13727.250000000002 490518.00000000006 0.098038461538461519 0.14216374269005846 0.013057300963098853 0.42288731289378884 0.029350000000000005 89550.000000000015 25308.000000000004 0.051853964358745307 0.18928754056995978 5.5000000000000009 decision_type=10 8 8 10 8 2 10 2 8 10 2 2 8 8 2 2 10 10 2 2 2 2 8 8 8 2 2 2 2 10 left_child=1 -1 5 6 15 8 7 -4 -3 -9 14 21 13 -6 -5 16 17 18 -2 20 -20 -10 -14 25 -25 -24 -21 28 -28 -26 right_child=4 2 3 10 12 -7 -8 9 11 -11 -12 -13 22 -15 -16 -17 -18 -19 19 26 -22 -23 23 24 29 -27 27 -29 -30 -31 leaf_value=0.038387643972708434 -0.06913510254313833 0.054072348980733646 -0.066458627261365727 -0.08626053159061102 -0.083647417813869251 -0.089685345706232725 0.02830958887089572 0.0016349183328361432 0.032533306038061038 -0.070625336040955847 0.082410266367208315 0.029125297462662337 0.018451717495888861 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326 1051 48 112 6 364 58 60 545 252 43 272 233 141 69 182 145 17 1699 87 197 87 142 72 internal_value=-6.7375e-06 0.0149652 0.00382904 -0.00766474 -0.0261733 0.0260902 0.00230172 -0.00736055 0.0294669 -0.00252132 -0.0385916 0.0167331 -0.0417812 0.00723054 -0.0434612 -0.0110154 -0.0181605 -0.0225728 -0.014492 -0.00533189 0.0197442 -0.016863 -0.0460439 -0.0492009 -0.0560637 -0.010858 -0.0253737 -0.0139775 -0.00254265 -0.0590486 internal_weight=1949.02 1239.69 840.215 554.116 709.325 286.099 419.068 305.551 277.991 282.425 135.048 183.188 349.475 27.9629 129.824 359.85 286.485 267.554 228.975 196.101 87.1101 49.3626 321.512 306.508 259.976 46.532 108.991 88.7761 77.2187 253.376 internal_count=8000 4147 3237 2423 3853 814 1641 1315 753 1163 782 594 2190 112 776 1663 1411 1368 1096 869 302 230 2078 2020 1788 232 567 426 339 1771 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=33 32 32 31 243 61 12 240 31 49 14 32 44 79 9 207 13 179 135 0 118 24 239 31 12 243 40 7 33 239 split_gain=278.781 94.7516 86.7227 53.2009 45.1201 41.8342 41.8309 38.7525 36.0755 38.2301 35.8077 34.9648 35.7725 33.9422 38.5155 31.5257 31.5147 30.6241 30.4438 29.5389 29.4431 29.2708 29.0863 45.5517 28.9175 26.9941 28.4402 27.5484 26.5665 28.8688 threshold=0.35151790798733135 0.44382712384124046 0.53602360115012548 0.40813481180183203 0.092880239559644362 0.026650000000000004 -4189.4999999999991 0.15187290888391411 0.50120499072861158 0.31250000000000006 10.500000000000002 0.71131574996986313 0.11195000000000001 1.0000000180025095e-35 0.022712500000000004 1.0000000180025095e-35 -4586.4999999999991 1.0000000180025095e-35 1.0000000180025095e-35 106010.50000000001 1.0000000180025095e-35 15.500000000000002 0.0099716314868563017 0.69080213889459652 -472.49999999999994 0.048331286414196852 0.20260000000000003 21912.750000000004 0.14509547980217227 0.11711922391779371 decision_type=10 8 10 8 2 10 2 2 10 10 8 8 10 10 2 2 2 2 2 2 2 2 10 10 2 2 10 2 8 8 left_child=2 6 4 20 28 8 18 -8 10 22 17 12 24 14 25 -13 -9 -3 -2 -6 -4 -15 23 -10 -12 26 -5 -27 -1 -30 right_child=1 5 3 13 19 -7 7 16 9 -11 11 15 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.057136871421783031 0.027159943496985431 -0.061258717765626663 0.044908370734705272 -0.073258107915609966 0.0070446917015052112 -0.07250655299087487 -0.055882599377290489 -0.062190335553007937 0.054912211098203906 0.079420118682011431 -0.0098444884830023241 -0.074285615371868008 -0.085156469838903431 0.014485086898415715 -0.060437949869256172 0.037842296902295923 0.028813933591806347 0.094929071972300563 -0.029772994605339487 -0.093956872074447625 -0.034077141776713782 -0.056470628539833638 -0.068874165821778174 -0.080493751240614531 0.040656119002439921 -0.031148868270453475 0.04257782384053356 0.03718657172227486 0.039896535511032477 0.013778356112618359 leaf_weight=106.14581193029881 29.425190389156342 63.844807215034962 81.152226567268372 22.870548926293853 22.60448531806469 54.463947914540768 16.683721207082272 10.073480129241942 13.324707709252836 5.4298481717705718 285.61415644735098 37.244890458881855 14.494690686464308 136.65427985042334 53.700960583984852 7.5373001694679251 171.05787228792906 3.300658017396926 116.23002958297729 10.649421662092207 13.805723384022711 16.264380760490894 94.768328502774239 11.634226731956003 31.470462933182716 23.690628312528133 6.8968256637454024 39.07286161929369 259.73277254402637 178.5161844715476 leaf_count=159 90 437 169 164 82 400 104 66 36 9 1386 279 112 480 353 24 501 3 616 80 71 101 696 92 97 122 19 106 573 573 internal_value=-9.56438e-06 -0.0190221 0.0189021 0.000818598 0.0312397 -0.0306445 0.0020634 0.0170364 -0.0266352 -0.0503419 -0.0199452 -0.0139443 -0.00834363 -0.00953145 -0.0267543 -0.0554133 0.0237528 -0.053581 -0.0182714 -0.0253006 0.0334248 0.00693826 -0.0562268 -0.00820521 -0.00483233 -0.00720572 -0.04642 0.0113928 0.0346935 0.0292576 internal_weight=1938.36 966.598 971.757 394.108 577.649 623.128 343.47 197.815 568.664 125.157 443.507 376.362 331.579 299.15 146.232 44.7822 181.131 67.1455 145.655 33.2539 94.9579 152.919 119.727 24.9589 317.085 92.5309 29.7674 62.7635 544.395 438.249 internal_count=8000 4948 3052 1585 1467 3571 1377 671 3171 833 2338 1898 1595 1345 764 303 567 440 706 162 240 581 824 128 1483 411 183 228 1305 1146 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=0 split_feature=33 32 33 31 32 78 243 125 242 12 239 243 241 198 618 11 11 8 58 8 76 159 14 241 56 41 6 43 11 81 split_gain=255.929 110.942 73.7213 72.9283 57.1608 48.6083 61.9517 37.0755 33.0227 32.6905 27.4108 27.0819 32.869 26.9679 27.1643 26.8442 25.8968 25.6652 35.0829 27.2079 25.5432 24.9692 32.8406 27.0333 30.694 29.0145 28.0732 36.4502 27.275 25.8454 threshold=0.47495059899960718 0.34536722086657728 0.15147104206873863 0.40035519715091999 0.5539218372101985 1.0000000180025095e-35 0.038747289927657157 1.0000000180025095e-35 0.15872380952380952 -690.49999999999989 0.30575059957046269 0.079778170966896808 75187.500000000015 1.0000000180025095e-35 1.0013262369774323 -8843.4999999999982 -5378.4999999999991 479250.00000000006 0.062900000000000011 1757250.0000000002 0.36285000000000006 1.0000000180025095e-35 15.500000000000002 63337.500000000007 0.43750000000000006 0.029350000000000005 808317.00000000012 0.063550000000000009 -270.49999999999994 -1.0000000180025095e-35 decision_type=10 8 8 10 8 10 2 2 2 2 8 2 2 2 8 8 8 10 10 10 8 2 8 2 8 8 2 10 10 2 left_child=1 -1 -3 5 13 6 8 11 -4 15 21 16 -13 14 -2 -9 -8 -10 19 -19 -5 23 -23 24 -6 -25 27 -26 -27 -30 right_child=4 2 3 20 10 -7 7 9 17 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 25 26 28 -28 -29 29 -31 leaf_value=0.035588323123553214 -0.068987385123530739 0.041921705912665468 -0.08721670960294986 -0.016481035931226684 -0.080576254769146524 0.036523599344459916 -0.064157849730183 0.076326646145140967 0.051737880088229493 0.038035748652856319 -0.060404599151206967 -0.093782883128171235 0.0090199069809908834 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57 6 24 35 752 92 82 86 1455 250 861 179 47 11 403 75 153 7 251 687 68 18 53 6 internal_value=-1.15174e-05 0.0137429 0.00340471 -0.00233543 -0.0241351 0.00610528 -0.00096249 0.00743507 -0.0411732 -0.0302132 -0.0387285 0.0139237 -0.0286476 -0.0101505 -0.00767991 -0.0516808 0.0188376 -0.0185454 -0.0357284 -0.0687792 -0.0321089 -0.0295021 0.00279389 -0.037544 -0.0163171 -0.0540894 -0.00215007 -0.02373 -0.0590455 0.00710195 internal_weight=1928.31 1228.1 833.601 725.484 700.216 565.24 458.667 379.428 79.2393 55.7804 342.649 323.648 33.4921 357.566 346.355 42.4331 290.156 53.1292 42.6918 27.872 160.244 240.347 47.9162 192.431 84.2906 108.14 69.0642 47.3603 104.32 13.5585 internal_count=8000 4147 3237 3003 3853 2105 1845 1383 462 291 2190 1092 174 1663 1577 256 918 261 237 190 898 1438 228 1210 457 753 337 269 746 59 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=33 32 32 33 125 24 31 31 163 12 77 243 81 0 12 242 14 154 81 81 36 10 14 13 81 240 12 43 24 241 split_gain=232.591 83.0292 73.5003 60.1191 55.722 48.8208 47.6589 34.4284 32.1545 31.6126 31.0493 43.7519 40.0738 31.9237 31.937 29.9979 28.5998 28.5743 29.6485 30.0491 31.7075 29.8946 30.0066 29.8946 27.713 27.6887 28.706 26.8771 26.5505 29.5948 threshold=0.40227454521685124 0.34536722086657728 0.50157634424248076 0.15147104206873863 1.0000000180025095e-35 16.500000000000004 0.39469638416470149 0.70098440587402766 1.0000000180025095e-35 -4121.4999999999991 2.5000000000000004 0.038747289927657157 -515.49999999999989 111048.00000000001 -11350.999999999998 0.13334166666666666 39.500000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -541.49999999999989 0.98435000000000017 -14057.499999999998 1.5000000000000002 -3205.9999999999995 -1596.4999999999998 0.55576146940120263 -3350.9999999999995 0.12825 10.500000000000002 101625.00000000001 decision_type=10 10 8 8 2 2 10 10 2 2 10 2 2 2 2 2 10 2 2 2 10 2 10 2 2 2 2 10 2 2 left_child=1 -1 6 -3 5 7 9 10 15 -2 11 12 -5 14 -13 25 -10 18 19 20 21 22 28 -20 -11 -4 -27 -21 -17 -30 right_child=2 3 8 4 -6 -7 -8 -9 16 24 -12 13 -14 -15 -16 17 -18 -19 23 27 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.035607963713503464 -0.012275319673533283 0.040334713396506683 -0.070648922453809479 -0.085528313211322413 -0.031545463762991909 -0.060851077665412069 -0.039597141033659938 -0.065539612432229222 -0.071558308885691452 -0.040425770883556422 0.033897191100076288 -0.097688201051289392 0.005765611222493772 -0.098943587962427193 0.018005395673813308 -0.053154749557431102 0.062109953783222073 -0.081856864125824338 -0.026484209346276762 -0.073899321126253734 -0.059927700003314578 0.026702227148884306 -0.066468639226228615 0.062533925219727754 0.027335422435127588 -0.054732434146074774 0.012287790237540432 0.028795149122760461 0.029662081359710366 -0.055558063813301389 leaf_weight=349.70738737285137 129.61952468007803 107.19085227698088 62.936284571886063 23.635107688605785 115.39397466927767 25.069218724966049 69.893947564065456 14.312721662223337 65.632049471139908 16.759138859808445 129.28520001471043 6.1066830456256858 24.46040491014719 6.2577491998672476 257.22553367167711 20.76754155009985 4.2615568712353697 16.540370300412178 15.940392084419726 38.67216856777668 29.370523944497108 54.542118415236473 25.210614211857319 23.097317345440388 151.4157679527998 34.849703498184681 29.503220096230507 7.6280357092618933 49.498984418809414 12.827695555984972 leaf_count=786 607 233 478 184 634 157 415 102 499 94 328 46 97 47 838 142 11 130 91 294 212 197 191 56 454 242 131 26 187 91 internal_value=-1.46661e-05 0.0156709 -0.0193465 0.00583622 -0.0003091 0.00710217 -0.00244013 0.0107952 -0.0319998 0.00628082 0.0132396 0.00483274 -0.0390981 0.0126701 0.0153225 -0.0267901 -0.0634083 -0.0180135 -0.0142089 -0.0208201 -0.01211 -0.0034858 -0.0186884 0.0261849 0.0205828 -0.0470681 -0.0240064 -0.0569802 -0.00419202 0.0121226 internal_weight=1917.61 1058.64 858.967 708.937 601.747 486.353 367.688 461.283 491.279 297.794 446.971 317.685 48.0955 269.59 263.332 421.385 69.8936 294.096 277.555 238.518 192.217 162.847 108.305 39.0377 168.175 127.289 64.3529 46.3002 83.0942 62.3267 internal_count=8000 3452 4548 2666 2433 1799 1570 1642 2978 1155 1540 1212 281 931 884 2468 510 1617 1487 1340 1020 808 611 147 548 851 373 320 420 278 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=33 32 31 32 33 33 77 70 239 13 59 31 7 6 243 35 41 240 239 239 631 159 14 630 65 42 7 243 240 60 split_gain=213.535 92.1862 64.2794 48.9859 47.8807 31.5784 27.5268 30.3534 25.1818 24.9004 26.9798 34.6636 41.8473 33.9804 29.8544 24.4527 24.6758 24.2376 27.2465 23.993 23.6624 23.4668 26.0827 25.5223 23.4309 23.3006 22.6462 28.6404 25.3965 22.5944 threshold=0.47495059899960718 0.34536722086657728 0.40035519715091999 0.5539218372101985 0.29184269380725553 0.24518380290995226 2.5000000000000004 0.34375000000000006 0.30575059957046269 -1330.9999999999998 0.24195000000000003 0.50120499072861158 13727.250000000002 490518.00000000006 0.098038461538461519 0.058450000000000009 0.16730000000000003 0.14833117441563662 0.24156018914646582 0.28750629053976978 -2474.4999999999995 1.0000000180025095e-35 15.500000000000002 10332.450000000003 0.95635000000000014 1.0000000180025095e-35 25308.000000000004 0.051853964358745307 0.18928754056995978 1.0000000180025095e-35 decision_type=10 8 10 8 8 8 10 10 8 2 10 10 2 2 2 8 8 2 10 10 8 2 8 8 10 8 2 2 2 10 left_child=1 -1 4 9 -3 15 7 17 19 10 11 12 29 14 -14 -4 -17 18 -6 21 -10 23 -23 -5 -25 -7 -15 28 -28 -2 right_child=3 2 5 8 6 25 -8 -9 20 -11 -12 -13 13 26 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.032677887307227947 -0.083754980056047146 0.030271252019964293 -0.10586357720208051 0.020772179416655975 -0.08882233287534784 0.060813278957184448 0.022103293736534971 -0.068586737116676302 0.060521018561724198 0.016719874421545749 0.041920024905439834 -0.064749140262761559 0.030147395217881585 -0.070986719741327239 -0.059677073949112973 0.058593937838441051 -0.012902325583607927 0.0015821950762552048 0.024387350298199335 0.039050532713560876 -0.062139791505277923 -0.076579311134305467 0.019965648226375074 -0.049239345897807388 0.041360959654562823 -0.040578895430470711 -0.032711114361287021 -0.086060233719482113 0.025118312405336553 0.030056271935132235 leaf_weight=388.83450157940388 27.131920821964741 209.14201550930738 4.2080030366778365 16.205400377511978 15.881394080817701 5.9342318028211585 115.02755634486675 18.502982601523399 4.1013518795371056 73.092920318245888 18.764421790838242 37.36876292526722 76.278517909348011 19.867308795452118 10.526969686150549 22.225879892706871 26.406490884721279 275.89412280917168 7.9879459813237181 12.976562812924383 95.087287627160549 8.6644002720713598 36.324591629207134 154.17613238096237 7.4825768098235121 125.4905589222908 34.537239260971546 11.338325180113314 42.16150988638401 5.1959822699427596 leaf_count=910 210 536 32 58 122 12 347 133 9 252 43 272 233 141 69 38 114 1098 28 45 743 71 148 1091 25 777 197 87 142 17 internal_value=-1.77684e-05 0.0126003 0.00315695 -0.0222052 0.0106238 -0.0228761 0.0011404 -0.00643599 -0.0359307 -0.00929813 -0.016014 -0.0201254 -0.0127807 -0.0040339 0.0192543 0.00976758 0.0197728 -0.00259971 -0.0509364 -0.0270405 -0.0570679 -0.0308889 0.00137212 -0.039049 -0.0450458 -0.0360007 -0.0227685 -0.0118871 -0.000922122 -0.0654624 internal_weight=1906.82 1215.54 826.701 691.282 642.436 184.265 433.294 318.266 335.018 356.264 283.171 264.407 227.038 194.71 86.8055 52.8404 48.6324 299.763 23.8693 235.83 99.1886 222.853 44.989 177.864 161.659 131.425 107.904 88.0371 76.6987 32.3279 internal_count=8000 4147 3237 3853 2264 973 1728 1381 2190 1663 1411 1368 1096 869 302 184 152 1248 150 1438 752 1393 219 1174 1116 789 567 426 339 227 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=0 split_feature=33 32 32 31 31 31 243 198 33 81 11 242 240 0 118 32 48 48 24 13 111 8 10 13 33 108 32 242 64 242 split_gain=195.597 72.3737 64.2285 47.259 43.7657 40.2987 39.7121 34.5958 32.3203 31.1966 43.1677 28.4074 29.3942 25.8513 25.5501 25.5296 25.3757 24.7961 24.7598 24.3148 25.8304 24.25 23.4696 23.0873 22.7101 22.9906 25.5208 21.9255 41.5395 29.766 threshold=0.35151790798733135 0.30248840053627774 0.53602360115012548 0.17333906334237648 0.40813481180183203 0.69080213889459652 0.092880239559644362 1.0000000180025095e-35 0.72311494006137489 -644.49999999999989 -1446.4999999999998 0.12318166666666666 0.88399785132003628 106010.50000000001 1.0000000180025095e-35 0.71769215557562738 0.45010000000000006 0.040450000000000007 12.500000000000002 -4586.4999999999991 1.0000000180025095e-35 627750.00000000012 -22870.499999999996 -3679.4999999999995 0.32885910741650776 1.0000000180025095e-35 0.49926932004494423 0.13561176470588238 0.98785000000000012 0.071430952380952359 decision_type=10 8 10 8 8 10 2 2 10 2 8 2 2 2 2 8 10 10 2 2 2 10 2 2 8 2 10 2 10 2 left_child=2 8 6 -3 14 7 24 15 19 10 -6 12 -11 23 -4 27 -7 18 -12 20 -2 -19 -13 -8 -1 26 -26 29 -29 -5 right_child=1 3 4 5 9 16 13 -9 -10 11 17 22 -14 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.039887795687686169 -0.090898441393743132 0.041038063590246796 0.041047855114355047 0.004089136320795223 -0.058524025974701591 -0.070567084078599615 -0.10087632201455861 -0.079285326962296898 -0.045373910719764807 -0.075106397871991415 -0.0046237531425729261 -0.092054175888700213 0.024202421736318105 -0.091256612855526276 -0.032921164465768822 -0.049486127886389536 0.067557296422032662 0.036926058721645463 -0.087575755308546721 0.023136779072046188 0.061023491208928138 -0.054258710340582189 0.023244860008267185 0.028425332598020631 -0.091553270276337473 0.022760371747400629 0.056367739172615665 -0.0053431676282039388 -0.071101655406944506 -0.043377851311998866 leaf_weight=278.96188159286976 9.5918172523379308 27.464324839413166 79.534255713224411 44.524294756352901 58.876946672797203 62.035375155508518 4.2640676945447913 25.357372969388962 22.863160580396652 18.561108455061916 26.809711255133152 4.5964873731136313 12.4485966861248 10.505283385515211 13.682737737894056 64.559418402612209 3.5135218203067771 40.291385471820831 13.538279496133326 163.35389523208141 3.9501183256506911 8.9023322612047178 110.93474916368723 18.133695438504223 9.1594132557511312 238.03788153082132 4.2777400314807883 362.72084076702595 25.718690074980259 127.90838430076838 leaf_count=556 74 67 169 204 389 507 32 206 144 131 116 35 39 80 71 461 5 109 105 501 8 59 362 50 69 670 10 1757 195 819 internal_value=-2.08792e-05 -0.0161518 0.0159752 -0.0233281 0.000325868 -0.0257959 0.0267586 -0.0220322 0.010569 -0.00911231 -0.0252699 0.00725234 -0.0352397 -0.0265436 0.0301904 -0.0197109 -0.0631634 -0.00340415 -0.0324573 0.0177995 -0.0465835 0.0204248 0.0186576 0.00380899 0.0300649 0.0191684 -0.0444624 -0.0162836 -0.00969706 -0.0311213 internal_weight=1895.08 943.561 951.517 743.802 388.177 716.338 563.34 650.789 199.759 294.96 148.419 146.541 31.0097 32.903 93.217 625.432 65.5489 89.5417 40.348 176.896 13.5419 49.1937 115.531 22.3978 530.437 251.475 13.4372 560.872 388.44 172.433 internal_count=8000 4948 3052 4221 1585 4154 1467 3642 727 1345 778 567 170 162 240 3436 512 389 221 583 82 168 397 82 1305 749 79 2975 1952 1023 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=33 32 33 31 32 243 77 12 83 0 13 163 32 31 13 198 240 241 44 53 12 51 59 81 3 24 32 13 12 10 split_gain=178.807 80.8412 60.2287 54.6463 43.6926 41.7002 33.2806 39.4315 37.855 29.955 33.5465 30.5548 38.3914 32.1084 28.16 27.4192 26.5264 26.3671 25.7217 25.0401 24.1391 31.8941 37.2611 27.9734 24.4574 25.397 23.2615 21.567 21.4639 36.4975 threshold=0.47495059899960718 0.23764920978420853 0.29784080071730007 0.27086218055218064 0.63962234801116102 0.092169944750567709 2.5000000000000004 -4082.4999999999995 1.0000000180025095e-35 102954.50000000001 -1138.4999999999998 1.0000000180025095e-35 0.36996946197229308 0.67761642576937919 -2208.4999999999995 1.0000000180025095e-35 0.9494763619833555 159750.00000000003 0.24165000000000003 0.060450000000000011 -6522.4999999999991 0.70925000000000005 0.043750000000000004 -1145.9999999999998 1.0000000180025095e-35 10.500000000000002 0.66578344891951102 -1485.4999999999998 -4907.9999999999991 -18064.499999999996 decision_type=10 8 8 10 8 2 10 2 2 2 2 2 10 10 2 2 2 2 10 8 2 10 10 2 2 2 10 2 2 2 left_child=1 -1 5 6 9 -3 7 8 -4 10 -2 13 14 15 -13 16 -11 26 -15 -6 21 22 23 -10 -22 -26 -9 -28 29 -5 right_child=4 2 3 28 19 -7 -8 17 20 11 -12 12 -14 18 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.037415789245355137 -0.05132649569662228 0.025588393212717182 -0.066669287349366085 -0.010272251184060764 -0.069089029980837893 -0.085489673807173178 0.027314665926564063 0.024657354444614209 -0.090125952515404117 0.0086511235275379943 0.018343284827159426 -0.056805507189122022 -0.079813059163830302 -0.076910582856064905 0.0616149583727989 -0.077716268216711848 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49 76 23 571 272 internal_value=-2.23924e-05 0.0115704 0.00506789 -0.00386387 -0.0204943 0.0226131 0.00530589 -0.00295828 -0.0210791 -0.0125819 -0.0365133 -0.00619319 -0.0429008 -0.00081049 0.00969147 0.00345791 0.00615418 0.0133996 -0.0565877 -0.0407665 -0.00792267 0.00775201 0.0210574 -0.0141409 -0.0393654 0.00545421 0.0182545 -0.0369566 -0.0272633 -0.0502447 internal_weight=1883.55 1202.57 960.831 636.704 680.985 324.127 457.442 332.565 157.78 489.809 103.207 386.601 49.4403 337.161 20.3895 313.194 303.125 174.785 23.9674 191.177 122.445 81.711 69.1634 36.0251 40.7341 17.4206 164.504 17.0952 179.262 64.8473 internal_count=8000 4147 3636 2718 3853 918 1724 1380 775 2510 619 1891 313 1578 78 1402 1319 605 176 1343 538 316 230 166 222 67 537 99 994 423 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=33 32 32 33 31 31 24 78 243 8 125 198 11 116 33 40 159 32 59 31 242 10 0 243 38 32 6 10 239 32 split_gain=163.324 61.6022 54.9604 43.6496 41.1262 36.4418 36.4329 31.6894 44.93 37.9572 31.6747 31.3026 30.4832 30.9072 28.5952 25.8858 24.3011 25.9711 23.9585 23.9407 23.2814 24.4712 30.1096 23.4193 27.365 22.6399 21.879 21.7595 29.5804 20.7546 threshold=0.35151790798733135 0.30248840053627774 0.34536722086657728 0.15147104206873863 0.17333906334237648 0.69080213889459652 16.500000000000004 1.0000000180025095e-35 0.038747289927657157 1347750.0000000002 1.0000000180025095e-35 1.0000000180025095e-35 -1380.4999999999998 1.0000000180025095e-35 0.72311494006137489 0.23795000000000002 1.0000000180025095e-35 0.56535969219091997 0.10305000000000002 0.86761551163792494 0.09431142857142856 -12767.999999999998 109601.50000000001 0.032455102949360007 0.029750000000000002 0.71769215557562738 203130.00000000003 -9920.4999999999982 0.14798942866312542 0.10373493510155167 decision_type=10 8 10 8 8 10 2 10 2 10 2 2 10 2 10 10 2 10 8 10 2 2 2 2 8 8 2 2 10 10 left_child=2 14 26 -4 -3 11 7 8 9 -5 12 25 13 -10 20 16 17 -15 -12 -7 -2 22 23 -22 -25 -6 29 -14 -29 -1 right_child=1 4 3 6 5 19 -8 -9 10 -11 18 -13 27 15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.037356737244509108 -0.04100466936450007 0.038722341772835359 0.035733095027199714 -0.062189301630605223 -0.014916671669070106 -0.073027134245210595 -0.04928905635369038 0.030358527413957438 -0.066531811369805391 0.021290102680286433 0.0040645355796216477 -0.075926658885169557 0.033195437304704416 0.025906821669326237 -0.043048105385497491 0.060350498413438203 -0.072946693169303967 -0.029284369954579049 -0.065156363047400565 0.014073064107906291 -0.062956561751258563 0.043684071807329361 -0.097089784671497217 -0.089618002025452781 0.03123906372033616 -0.046575115695564391 0.036463562895250851 -0.10566159718239593 0.072561092306249894 -0.041401221117773571 leaf_weight=15.151478491723536 15.91163571923971 27.260107770562172 104.12378295511007 49.485986694693565 556.39795677363873 53.595833919942379 34.607758894562721 91.327693283557892 17.815819896757603 18.786090977489948 24.465781509876251 24.347898095846176 134.39442300796509 52.190970823168755 22.622946560382843 17.441972732543945 11.831034317612646 36.03045941144228 25.559841938316822 9.2510676905512792 9.0072237029671651 73.259461276233196 6.7366557344794264 5.0425954833626738 65.813604190945625 62.851373255252838 277.95552787184715 6.580932565033434 3.6027715802192688 18.675578884780407 leaf_count=33 90 67 233 352 2975 467 213 238 114 67 100 206 347 150 144 33 79 186 178 45 58 160 51 39 185 461 581 50 5 93 internal_value=-2.47026e-05 -0.0148556 0.0146811 0.00616411 -0.0215397 -0.0238651 0.000289831 0.00379497 -0.00229763 -0.0392187 0.00534278 -0.0203164 0.0118926 -0.00516405 0.00986354 0.00414122 -0.00565765 0.00336622 -0.0313028 -0.060206 0.0166736 0.0224146 0.00442175 0.0129845 0.0226381 -0.0181299 0.0318429 0.0278559 -0.0426103 -0.00612474 internal_weight=1872.13 932.098 940.028 628.245 733.704 706.444 524.122 489.514 398.186 68.2721 329.914 643.597 279.888 135.31 198.394 117.494 100.052 88.2214 50.0256 62.8469 175.771 159.86 86.6001 79.8634 70.8562 619.249 311.783 144.578 10.1837 33.8271 internal_count=8000 4948 3052 2345 4221 4154 2112 1899 1661 419 1242 3642 964 562 727 448 415 336 278 512 583 493 333 282 224 3436 707 402 55 126 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=33 31 33 32 32 33 243 32 14 31 163 58 50 198 13 0 37 33 125 36 59 10 32 61 57 13 13 10 243 239 split_gain=149.864 68.7808 47.7799 46.3649 38.6678 36.0335 43.4577 33.4516 31.1553 29.8299 36.9796 27.6676 27.4807 27.1165 28.0901 31.576 34.8513 27.5826 25.611 30.2078 24.6523 23.4693 30.0206 23.0219 22.4968 22.2211 22.1219 22.0991 22.0916 21.6604 threshold=0.47495059899960718 0.40035519715091999 0.23466284194682538 0.23764920978420853 0.66100786478058959 0.32885910741650776 0.085816782802075608 0.74251609762086679 16.500000000000004 0.65151846939353464 1.0000000180025095e-35 0.26400000000000007 0.98785000000000012 1.0000000180025095e-35 -803.49999999999989 102954.50000000001 0.73140000000000016 0.79638790735610632 1.0000000180025095e-35 0.99825000000000019 0.46755000000000008 -19309.999999999996 0.60322070372438186 0.054050000000000008 0.028450000000000007 -4633.4999999999991 -5038.4999999999991 -14004.499999999998 0.079321839981163864 0.013057300963098853 decision_type=10 10 8 10 8 8 2 10 10 10 2 10 10 2 2 2 8 10 2 10 10 2 10 10 8 2 2 2 2 8 left_child=1 3 25 24 9 6 21 18 20 10 12 -11 13 14 15 -2 23 -18 26 -20 -6 22 -5 -17 -1 -3 -7 -10 -12 -28 right_child=4 2 -4 5 8 7 -8 -9 27 11 28 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.023610478479053641 -0.034071611370090175 -0.10482651475385317 -0.028781798512771017 0.016811739125577232 -0.052652691245597266 -0.095463865769800024 -0.086887719234508554 -0.08069768132353268 -0.034147773325290218 -0.062277660641714118 -0.062374065418149244 0.058671897391742306 -0.056231516196449151 -0.075048338976444612 0.03739313663918914 -0.080993092919393037 0.013303925986552981 -0.078837619620393373 -0.037425072165190656 0.074503969684813223 0.068793461881478238 0.033049609915890413 -0.096067029845847127 0.039889936531300713 0.04123815657033849 0.02709699363533993 -0.068702751467982201 0.087796186946360794 0.014777495575752086 0.012204208968430112 leaf_weight=14.323670960962771 66.234722830355167 3.3532690778374663 161.3710225969553 21.565429970622066 131.1373707652092 5.0015344992279998 8.4845671206712705 11.934754304587839 7.3519647344946861 44.270760402083397 44.999003536999226 5.2936515212059012 23.248532973229885 11.763400353491305 48.931654281914234 17.889459364116195 233.77034597843885 8.414352670311926 56.203336961567402 6.7522081062197676 4.316113978624343 246.63416615873575 8.1036355644464475 5.0506615713238707 201.69979088753462 66.363735161721706 8.4625702723860723 7.5109174549579603 11.688617981970308 368.27457390725613 leaf_count=60 400 26 929 62 1028 38 66 96 50 359 329 9 165 101 144 143 964 68 327 8 13 575 62 17 388 177 54 15 48 1279 internal_value=-2.46907e-05 0.010645 -0.013838 0.0165543 -0.0188992 0.0106151 0.0245727 0.00191004 -0.0412426 -0.0124597 -0.00858478 -0.0493598 -0.00341412 -0.000282092 0.00203062 -0.00319134 0.00452332 0.0101026 0.00412707 -0.0254203 -0.0487829 0.0279954 -0.0140193 -0.0543786 0.0369383 0.0207517 0.00899996 0.0274763 -0.0464659 0.0103868 internal_weight=1860.4 1188.53 231.088 957.44 671.872 741.417 284.788 456.629 150.316 521.555 471.991 49.5644 415.303 392.055 380.291 331.36 265.125 242.185 444.694 62.9555 135.453 276.303 29.6691 22.9401 216.023 69.717 381.739 14.8629 56.6876 376.737 internal_count=8000 4147 1132 3015 3853 2567 765 1802 1106 2747 2379 368 2002 1837 1736 1592 1192 1032 1706 335 1041 699 124 160 448 203 1371 65 377 1333 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=33 32 243 79 118 32 626 33 108 8 45 13 13 243 241 21 166 135 21 13 0 45 163 239 31 76 33 73 81 108 split_gain=136.348 63.641 39.8785 35.9549 38.9683 35.9184 31.3502 29.1149 43.9775 29.8464 29.6563 28.9333 28.4261 27.9983 28.7226 33.3191 27.9254 29.1274 33.8549 27.6308 29.0538 28.6046 28.2444 27.5003 29.5554 30.9114 27.1689 24.5558 23.482 23.4162 threshold=0.47495059899960718 0.54640218555227649 0.092880239559644362 1.0000000180025095e-35 1.0000000180025095e-35 0.62222264449775944 8968.9050000000025 0.32885910741650776 1.0000000180025095e-35 537750.00000000012 0.075850000000000015 -1848.4999999999998 -479.99999999999994 0.039897450335699108 66999.750000000015 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 -803.49999999999989 102954.50000000001 0.045150000000000003 1.0000000180025095e-35 0.12065797394620227 0.26037186615739477 0.051150000000000008 0.11392442368259932 0.46345000000000008 -1686.4999999999998 1.0000000180025095e-35 decision_type=10 10 2 10 2 8 8 8 2 10 10 2 2 2 2 2 2 2 2 2 2 10 2 8 10 8 8 10 2 2 left_child=1 2 7 4 13 19 -7 -1 -9 23 -11 -5 -4 26 15 -15 17 18 -8 20 -2 -21 -22 -10 25 -25 -3 -19 -13 -16 right_child=5 3 12 11 -6 6 16 8 9 10 -12 28 -14 14 29 -17 -18 27 -20 21 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.034965393563114538 -0.041524165326670359 0.053830484842970108 -0.050322440175191663 -0.0037407226529011213 -0.0585197247788799 0.027407967109147176 -0.051042104959386596 -0.057079952532046119 0.039876085175152676 -0.023705776999314223 0.029616395156837873 -0.054447679052354418 0.049020265127370372 -0.090728297887330278 -0.059274542224164985 0.001320521971304096 0.09908331480238651 -0.054779107433905752 0.059459785120399761 0.039330821100047458 -0.0025486677691470266 -0.04492175142763264 -0.049299449740396253 -0.10491163745831074 -0.064848580374736467 0.024433211425155338 -0.067189041698816052 0.065520020163106485 0.039347021302371367 0.024445348857262118 leaf_weight=278.10530199855566 81.708110809326172 5.5140071660280219 32.044910326600075 158.79499626159668 47.881435357034206 18.354021459817886 13.950149841606619 20.730012819170952 159.9698740914464 69.948553092777729 41.574505142867565 7.2596902474761 9.2880056202411634 15.507066562771795 9.197907052934168 26.858278341591358 3.4960254058241835 158.85349037498236 13.776592276990412 47.347056090831757 275.44381815195084 12.797055542469023 36.599574379622936 4.9059388786554328 12.744495674967764 79.011437594890594 29.181425325572491 4.3583615496754637 82.566694669425488 90.836115099489689 leaf_count=580 532 10 192 678 339 66 110 138 335 331 114 48 18 120 61 108 5 1289 45 131 1328 78 256 37 88 213 232 13 210 295 internal_value=-2.66213e-05 0.0101719 0.019659 -0.00401719 -0.0184997 -0.018107 -0.035057 0.0226124 0.0137783 0.0177681 -0.00382789 0.009088 -0.0279989 -0.00767947 0.00213383 -0.0323723 -0.0409535 -0.0435176 0.00386299 -0.0101607 -0.0149821 0.0214041 -0.00803207 0.027153 0.00609703 0.0168715 -0.0479559 -0.0515667 0.0317666 0.0167475 internal_weight=1848.6 1181.92 708.323 473.598 224.976 666.684 212.789 666.99 388.885 368.155 111.523 248.621 41.3329 177.095 142.399 42.3653 194.435 190.939 27.7267 453.896 393.752 60.1441 312.043 256.632 96.6619 83.9174 34.6954 163.212 89.8264 100.034 internal_count=8000 4147 2046 2101 1165 3853 1528 1836 1256 1118 445 936 210 826 584 228 1462 1457 155 2325 2116 209 1584 673 338 250 242 1302 258 356 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=33 31 32 32 33 24 198 78 243 8 31 125 11 40 73 12 21 633 32 17 10 31 33 51 75 12 0 0 239 239 split_gain=124.821 50.6999 44.7233 40.6772 35.6012 32.3657 30.4964 27.5388 38.0245 34.6415 27.1929 26.913 26.6864 27.1654 24.5048 24.2579 37.2067 25.4904 24.0004 23.1233 22.3365 34.987 21.9728 23.523 21.7324 24.7002 21.5513 24.8848 29.0079 22.2137 threshold=0.35151790798733135 0.50120499072861158 0.34536722086657728 0.29270251065408076 0.15147104206873863 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.038747289927657157 1347750.0000000002 0.17333906334237648 1.0000000180025095e-35 -1380.4999999999998 0.23795000000000002 0.36930000000000007 -4121.4999999999991 3.5000000000000004 -2556.9999999999995 0.56535969219091997 1.0000000180025095e-35 -17613.499999999996 0.65151846939353464 0.72311494006137489 0.74845000000000017 0.012050000000000002 -3094.9999999999995 109870.50000000001 109737.00000000001 0.041673363445299962 0.029842375431311952 decision_type=10 10 10 8 8 2 2 10 2 10 8 2 10 10 10 2 2 8 10 2 2 10 10 10 10 2 2 2 8 10 left_child=2 3 -1 22 -4 7 10 8 9 -6 -5 12 13 18 20 16 19 -17 -10 26 21 -3 23 -2 -19 -26 27 28 29 -12 right_child=1 14 4 6 5 -7 -8 -9 11 -11 15 -13 -14 -15 -16 17 -18 24 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.028680705768493409 0.026581756960332631 0.019673066491788561 0.032321183099635567 0.037655506195659272 -0.059197900126450535 -0.04711037649175074 -0.073937232364457289 0.028178492566767317 0.0058469610389486892 0.021022423929676418 -0.022954470116442811 -0.029476154602167959 0.025689186141950524 0.051911707111124472 0.043423253439170868 0.093455216820694464 0.031814617618126755 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943 35 internal_value=-2.78813e-05 -0.0131166 0.0129543 -0.00751219 0.00524314 -6.99241e-05 -0.0138043 0.00325605 -0.00246307 -0.0368054 -0.0116101 0.00458271 0.0106427 -0.00537921 -0.0378476 -0.0140853 -0.0245258 -0.00314239 -0.0142237 -0.0306036 -0.0423093 -0.0231181 0.0141663 0.0207559 -0.00568786 -0.0467459 -0.0245392 -0.0186379 -0.0224891 0.0218261 internal_weight=1836.47 914.482 921.988 745.533 618.647 517.171 577.822 483.02 392.866 66.8802 557.479 325.986 276.745 134.028 168.949 530.81 271.641 259.168 116.104 245.191 160.157 77.8854 167.711 148.079 252.514 28.5814 212.106 186.532 178.59 30.6003 internal_count=8000 4948 3052 3743 2345 2112 3160 1899 1661 419 2980 1242 964 562 1205 2915 1632 1283 524 1536 1178 513 583 461 1277 204 1276 1077 1060 117 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=0 split_feature=33 31 243 33 239 73 11 8 32 76 108 14 24 51 51 198 242 12 33 57 81 135 12 9 8 243 56 618 9 52 split_gain=114.266 57.8189 39.3378 38.3949 35.2674 42.397 32.9608 30.9479 30.5737 29.1127 28.4469 27.6454 26.7151 25.93 26.6889 25.895 24.4386 24.3601 24.2806 52.6359 30.0025 25.179 23.8671 33.5449 24.9868 23.8262 23.6422 23.4966 22.6085 22.3629 threshold=0.47495059899960718 0.40035519715091999 0.091707642725598518 0.24518380290995226 0.11711922391779371 0.037450000000000004 -6191.4999999999991 906750.00000000012 0.66100786478058959 0.081250000000000003 1.0000000180025095e-35 16.500000000000004 16.500000000000004 0.83340000000000003 0.65695000000000003 1.0000000180025095e-35 0.09431142857142856 -4676.4999999999991 0.70545576647499264 0.055650000000000005 -790.49999999999989 1.0000000180025095e-35 -9289.9999999999982 0.029709000000000003 447750.00000000006 0.038747289927657157 0.43750000000000006 1.0013262369774323 0.019394999999999954 0.04685000000000001 decision_type=10 10 2 8 8 8 8 8 8 8 2 10 2 10 8 2 2 2 10 8 2 2 2 2 10 2 10 10 2 8 left_child=1 2 4 -3 7 -6 -2 10 13 -4 -1 26 22 14 -8 16 -16 -9 21 20 -20 -18 -7 -24 -25 28 -10 -21 -12 -23 right_child=6 3 9 -5 5 12 8 17 11 -11 25 -13 -14 -15 15 -17 18 -19 19 27 -22 29 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.011398215914341116 -0.064235631037778587 0.017099063864046075 -0.090039636711045215 -0.027192393459838732 -0.062926997459960957 -0.02122316457397351 -0.076592743191510423 0.012052831241162064 -0.049194806609630749 -0.0060484026361829826 -0.037481993332278772 0.030569534068131499 -0.056169975183214788 -0.06322732539298806 -0.035853056915731492 -0.072078925923818371 0.043469843000611304 -0.097495721892441489 -0.049413917724618422 -0.049114799795953644 0.065761085196777952 -0.042188399482390809 0.023459455968349377 -0.10214856066321261 -0.0041809607886828075 0.038003162797137516 0.039966144009607192 0.08055755501886841 0.029636853001494212 0.0081725274002735337 leaf_weight=38.641252458095551 34.557540200650692 71.337725728750229 12.918869353830813 155.77243904024363 20.719781339168549 44.454205811023712 12.975716724991797 12.504971668124201 110.81331018358469 51.226817071437836 21.496487461030483 14.215147063136099 14.454023286700247 20.578429490327835 47.058948449790478 13.503363519906996 46.053033277392387 8.5404312685132009 7.5651365742087391 67.246441580355167 22.386102348566055 24.447799727320671 288.40873086452484 8.6436074525117856 26.349775329232216 361.40331362187862 7.9696785584092131 3.6848455965518943 30.134847655892372 224.14738920331001 leaf_count=166 297 215 100 917 133 208 110 45 909 222 117 60 93 162 304 122 124 67 52 474 52 167 836 67 113 765 33 6 83 981 internal_value=-3.01119e-05 0.00936072 0.0148315 -0.01328 0.0175999 0.00673309 -0.0167056 0.0268646 -0.0140676 -0.0229641 0.0296261 -0.0353266 0.0105084 -0.00829325 -0.00588325 -0.00387158 -0.00179058 -0.032403 0.00226206 -0.0189095 0.03667 0.00951085 0.0131284 0.0178503 -0.0283796 0.0334641 -0.0432126 -0.0423784 0.00169221 0.00321984 internal_weight=1824.21 1167.01 939.897 227.11 875.751 403.03 657.203 472.721 622.645 64.1457 451.676 132.998 382.31 489.647 469.069 456.093 442.59 21.0454 395.531 100.883 29.9512 294.648 367.856 323.402 34.9934 413.035 118.783 70.9313 51.6313 248.595 internal_count=8000 4147 3015 1132 2693 1450 3853 1243 3556 322 1131 1002 1317 2554 2392 2282 2160 112 1856 584 104 1272 1224 1016 180 965 942 480 200 1148 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=0 split_feature=33 32 31 10 242 73 243 8 11 13 125 77 33 32 31 11 11 0 243 42 135 355 13 73 34 242 58 31 10 241 split_gain=104.728 60.885 37.8529 42.9325 37.6445 39.9143 36.4329 34.3747 33.1996 32.5649 33.4352 29.003 31.5715 27.4978 30.3697 27.1442 27.4722 26.3288 25.933 24.8818 23.2351 23.1288 22.6815 26.2912 22.506 23.847 22.0817 21.3477 25.327 31.3888 threshold=0.32885910741650776 0.53198595042860786 0.27086218055218064 -16517.499999999996 0.09149166666666661 0.068050000000000013 0.092169944750567709 924750.00000000012 -2915.9999999999995 -4323.4999999999991 1.0000000180025095e-35 2.5000000000000004 0.66985422393433802 0.46152011059136155 0.42516058193029321 -409.49999999999994 -3175.4999999999995 104398.50000000001 0.030463598008264054 0.048550000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -4122.4999999999991 0.077350000000000016 0.12390000000000002 0.2035383928571429 0.061950000000000005 0.19507561784403518 -13001.499999999998 44250.000000000007 decision_type=8 10 10 2 2 10 2 10 8 2 2 8 10 8 8 10 8 2 2 8 2 8 2 8 8 2 8 8 2 2 left_child=6 2 3 8 5 -5 13 22 21 -4 17 27 15 -1 -15 16 -13 -11 20 -12 -10 -2 23 -6 26 -26 -16 -3 -29 -30 right_child=1 11 9 4 7 -7 -8 -9 18 10 19 12 -14 14 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.036343586992440939 0.06763318726748796 0.032798748482126709 -0.069893045002547061 -0.09334371286301324 -0.089390855176751313 0.026909518910601289 -0.061209743484423235 -0.062839810516071806 0.052699683075598316 -0.035191669596327864 0.044012917156104156 -0.038435723809993022 -0.050457540875208554 0.036817718654249147 -0.046140393640973248 -0.085771885114686711 0.02476029334724265 0.016701010232645069 0.0063572695222090195 -0.082718985218926247 -0.088375002984282441 -0.072435659841774053 0.035631100568829031 0.013388265493969046 -0.041625568802735921 0.013271459757685553 0.032739891145148289 -0.020271164803739385 -0.0070714479795963682 -0.06923707338102443 leaf_weight=211.45339948683977 3.314051166176796 15.936682768166063 25.010374672710896 14.254491820931436 7.137546978890895 13.375118613243101 13.100343123078344 10.55938185751438 3.7165543287992486 33.560376010835171 4.7320587858557728 20.374665200710297 25.868842981755733 76.180412247776985 10.598101794719694 7.0568653717637053 110.26603288948536 89.975861005485058 158.78769607841969 21.334721058607101 13.595273703336716 26.624801412224773 240.26459132879972 48.515453271567822 49.004590980708599 33.174079917371273 54.484812520444393 377.1933179423213 29.850325047969818 63.503339931368828 leaf_count=414 4 46 199 113 57 40 93 71 7 197 14 136 206 161 61 57 404 334 607 173 107 188 567 173 273 109 143 2380 152 514 internal_value=-3.14199e-05 -0.0069168 0.00315444 0.00969664 0.0207664 -0.0351308 0.0209447 0.0258057 -0.00825385 -0.017083 -0.00825433 -0.0179906 0.000223429 0.0234195 0.0111888 0.00974472 0.0149043 0.00260363 2.17778e-05 -0.0597126 -0.0580887 -0.0569309 0.0289689 0.000206751 -0.00206944 -0.0194646 0.019895 -0.0241145 -0.0260421 -0.0493593 internal_weight=1812.8 1364.81 714.758 540.145 334.107 27.6296 447.996 306.477 206.038 174.613 149.603 650.05 163.566 434.895 223.442 137.698 130.641 123.536 176.1 26.0668 17.3118 29.9389 295.918 55.653 147.262 82.1787 65.0829 486.484 470.547 93.3537 internal_count=8000 6746 2851 1934 1021 153 1254 868 913 917 718 3895 803 1161 747 597 540 531 721 187 114 192 797 230 586 382 204 3092 3046 666 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=33 32 31 125 33 78 9 31 31 81 50 76 66 24 13 0 31 139 38 32 626 13 164 9 5 116 79 106 43 8 split_gain=97.7174 59.2562 43.895 37.3513 36.1384 35.2612 37.7236 53.6329 33.6462 28.1719 32.0756 30.5706 30.367 28.063 27.7749 25.3406 25.0309 28.1652 27.988 25.8466 32.093 24.2615 23.1299 22.047 21.5038 22.151 21.9767 22.8783 24.4155 21.9953 threshold=0.58060556429891952 0.24546903361927644 0.27086218055218064 1.0000000180025095e-35 0.15147104206873863 1.0000000180025095e-35 0.029709000000000003 0.32700329156102498 0.50120499072861158 -1111.9999999999998 0.98235000000000017 0.049850000000000005 0.063650000000000026 16.500000000000004 -146.49999999999997 111183.50000000001 0.41329823240608671 1.0000000180025095e-35 0.076250000000000026 0.58874989071069106 8968.9050000000025 -4586.4999999999991 1.0000000180025095e-35 0.009441500000000002 231750.00000000003 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.15205000000000005 452250.00000000006 decision_type=10 8 8 2 8 10 2 8 10 2 8 10 10 2 2 2 8 2 8 8 8 2 2 2 2 2 10 8 10 10 left_child=1 21 -3 16 -4 6 7 -6 -7 10 11 -9 13 15 24 -11 18 19 -2 -18 -21 23 -10 -1 25 -8 27 28 -27 -29 right_child=3 2 4 -5 5 8 14 9 22 12 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.020167506614518146 -0.078618861716385505 0.027908124442203388 0.026886996125824455 -0.051652578089603857 -0.0968650741349565 0.026616052128389429 -0.084384332616028859 -0.04775054768364756 -0.083528927493224936 0.012630234256972968 -0.033371914154010765 0.030027119886090671 -0.069707288057692177 -0.053880033951355627 0.050087184967745592 -0.090910384970308011 -0.01149735477267114 0.045387176239307249 0.03029831955373153 0.032516359679350758 -0.05327564326562706 0.031223559075705367 0.045982494286298359 -0.10583157810809724 -0.078148207034918024 -0.072782049162432069 0.046138260461216052 0.024049836391039831 0.06480655397192317 -0.059791680502567363 leaf_weight=7.744685232639311 6.7138371393084517 136.67072325199842 95.2533163651824 80.16884259134531 15.330042131245134 122.92879848927259 15.120079755783079 17.029829300940037 12.527533680200579 360.00444080680609 121.26364383101463 48.942330494523048 13.007824085652826 17.501138553023338 9.1993105113506299 6.0079175680875769 173.20106229186058 15.763875171542166 48.550298064947128 12.376108936965464 91.442310936748981 252.03088957071304 4.7563435584306708 6.2927041947841644 28.460367619991302 30.621862344443798 11.326019272208212 25.63334559649229 3.6037946566939345 11.258385911583899 leaf_count=22 56 357 233 645 122 354 127 119 104 1356 735 167 96 119 20 48 931 50 168 42 785 576 15 50 244 245 32 91 6 85 internal_value=-3.14809e-05 0.00647437 0.00137978 -0.020884 -0.00235886 -0.00554433 -0.00993153 -0.00454738 0.0174319 -0.00212302 -0.0181076 0.00994986 0.00542482 0.00797311 -0.0337852 0.0109307 -0.0137968 -0.0196224 0.0170664 -0.0233217 -0.0430484 0.0276603 -0.0478887 -0.0363156 -0.0399076 -0.0287524 -0.0185496 -0.0288516 -0.0582946 -0.00153639 internal_weight=1800.73 1372.52 1106.45 428.216 969.776 874.523 734.31 599.087 140.213 583.757 187.236 65.9722 396.521 383.513 135.223 366.012 348.047 292.783 55.2641 277.019 103.818 266.068 17.2839 14.0374 126.024 97.5635 82.4434 71.1174 34.2257 36.8917 internal_count=8000 5323 4675 2677 4318 4085 3612 2762 473 2640 1021 286 1619 1523 850 1404 2032 1808 224 1758 827 648 119 72 830 586 459 427 251 176 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=33 31 12 243 81 13 239 49 32 32 31 613 31 0 10 11 159 7 54 7 8 4 59 242 43 52 164 81 13 9 split_gain=89.4233 53.8417 51.5043 33.5656 31.7193 40.2522 28.7038 26.939 25.5611 24.782 25.8788 24.1684 26.005 23.3572 26.7173 23.2871 23.2579 25.7254 27.6649 31.2285 26.9373 29.3786 23.365 22.6479 22.6238 22.1273 26.0278 26.3306 25.929 25.5923 threshold=0.32885910741650776 0.41329823240608671 -4121.4999999999991 0.079778170966896808 -1030.4999999999998 -4234.4999999999991 0.072571845585658115 0.060950000000000011 0.74251609762086679 0.46152011059136155 0.42516058193029321 12.500000000000002 0.25773690176325481 107759.50000000001 -11885.499999999998 -479.49999999999994 1.0000000180025095e-35 14517.000000000002 0.15515000000000004 5555.2500000000009 497250.00000000006 1.0000000180025095e-35 0.11035000000000002 0.085782142857142862 0.052350000000000008 0.047650000000000005 1.0000000180025095e-35 -290.49999999999994 -1285.4999999999998 0.018421500000000004 decision_type=8 10 2 2 2 2 10 8 8 8 8 10 8 2 2 8 2 2 10 2 10 2 8 2 10 10 2 2 2 2 left_child=3 2 8 9 6 15 11 -8 16 -1 -11 12 -4 14 -9 -6 17 18 19 -2 21 -19 -22 -5 -18 26 27 -3 -29 -28 right_child=1 25 4 23 5 -7 7 13 -10 10 -12 -13 -14 -15 -16 -17 24 20 -20 -21 22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.034986262541838196 0.046251537516641995 -0.050336376861826938 0.031236739775966072 0.027221701995877041 -0.060685872339666914 0.024227874734683824 -0.077258416598547389 0.0049937677160732238 -0.072217119312728312 0.035049388014281944 -0.001472770588334559 0.057768727983943995 -0.069765768050217974 0.037354326101101946 -0.090490980032669671 0.0050788982676539069 0.020281279821208864 -0.011230251919370972 0.012706725331883037 -0.073646910902409948 -0.056471155061545819 0.031250079145800518 -0.012846208378389496 -0.086787205265216411 -0.047923813686685843 0.011240004483378616 -0.057119773940965068 -0.034142897724297565 0.042276180609366242 0.020355844723410253 leaf_weight=203.63912977278233 6.1127172559499732 144.87994678318501 7.6913373023271552 6.812508977949622 22.760245725512505 323.25756684690714 9.1347501277923566 46.644014902412891 17.31910689920187 72.838017515838146 145.17930582165718 5.5936171934008589 37.175481624901295 49.174387753009796 8.6909590438008291 32.944844141602516 88.050145737826824 123.78045795112848 17.02012575417757 48.68129925429821 43.996178470551968 60.638612031936646 101.50575029850006 12.0805147588253 14.106128990650175 35.353949628770351 14.567707896232603 32.514836199581623 16.853418812155724 39.727040223777294 leaf_count=402 15 1156 19 21 167 1021 79 210 161 156 578 11 284 150 70 141 331 603 65 379 323 186 539 97 94 173 117 223 56 173 internal_value=-3.42075e-05 -0.0064249 -0.00126419 0.0195227 0.00951148 0.0174633 -0.0088515 0.00508267 -0.0124917 0.0224441 0.010729 -0.0402333 -0.0524513 0.0122798 -0.0100031 -0.0217916 -0.0104389 -0.0158558 -0.0429753 -0.0602713 -0.0099527 0.00273765 -0.0260373 -0.0456775 0.0108633 -0.0257714 -0.0310361 -0.0395905 -0.00805482 -0.000431473 internal_weight=1788.72 1348.17 1064.28 440.549 543.067 378.963 164.105 113.644 521.211 421.656 218.017 50.4604 44.8668 104.509 55.335 55.7051 503.891 401.735 71.8141 54.794 329.921 184.419 145.502 18.893 102.156 283.897 248.543 194.248 49.3683 54.2947 internal_count=8000 6746 4848 1254 2152 1329 823 509 2696 1136 734 314 303 430 280 308 2535 2110 459 394 1651 789 862 118 425 1898 1725 1435 279 290 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=33 32 31 33 125 78 243 31 45 7 107 242 239 50 163 239 14 243 13 9 8 13 49 61 42 6 14 9 242 8 split_gain=84.6287 51.6312 38.6889 37.7347 34.3558 27.3158 32.2486 28.5077 26.6648 24.4119 30.8425 24.3899 24.285 23.6677 23.6577 23.1227 36.5738 36.0374 22.8175 22.3333 26.5965 29.7691 28.8869 27.4571 21.7534 22.833 33.9316 31.562 30.8962 24.4053 threshold=0.58060556429891952 0.24546903361927644 0.20024914172550759 0.15147104206873863 1.0000000180025095e-35 1.0000000180025095e-35 0.035537846227316108 0.50120499072861158 0.075850000000000015 11895.750000000002 4.5000000000000009 0.15319000000000002 0.33742294229572678 0.97545000000000004 1.0000000180025095e-35 0.10001289500491727 16.500000000000004 0.073248470595974211 -525.49999999999989 0.025778000000000002 209250.00000000003 -1829.4999999999998 0.13205000000000003 0.0070499999999999513 0.38020000000000004 519097.50000000006 14.500000000000002 0.018975500000000003 0.24067333333333332 677250.00000000012 decision_type=10 8 8 8 2 10 2 10 10 2 10 2 10 8 2 10 8 2 2 2 10 2 10 8 10 2 10 2 2 10 left_child=1 13 -3 -4 12 6 8 -7 -5 10 11 -8 14 -1 15 -2 -17 -18 -16 24 -21 22 -22 -23 25 26 28 29 -11 -27 right_child=4 2 3 5 -6 7 9 -9 -10 19 -12 -13 -14 -15 18 16 17 -19 -20 20 21 23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.040817422247281285 -0.016643846599056131 0.035649688700310454 0.027272964034605586 -0.048437199382474046 -0.049582367878459883 0.02347578732048566 -0.060422706558921561 -0.045650382175388082 0.00067285093124986662 -0.007066109716266521 0.047068070971635435 0.023992197996088815 -0.060707556844988221 0.029391293617412086 -0.059553487452566604 -0.043746546129720128 0.034689312059232397 -0.076748936710730825 0.043437829390770968 0.040771776355015776 -0.056521930057328522 -0.06355843734231828 0.018853711884724692 0.02312977140481233 -0.080975050320521769 0.017854989877979857 0.039408096583671524 0.045359119475500302 -0.082331805574597239 -0.030917781607916795 leaf_weight=12.611901588737963 154.75102262198925 76.169052325189114 103.81970816105604 81.255519561469555 77.919454991817474 127.72389494627714 49.05121161788702 16.88672499358654 41.888863451778889 161.38028829544783 10.551532596349714 10.364957571029661 24.568740241229534 248.89914190024137 35.734775677323341 23.395572304725647 90.800426475703716 7.8847670257091513 6.3305273205041876 17.938155099749565 68.669824324548244 11.586076907813547 15.598241761326788 43.164220348000526 7.1359409317374221 91.063255667686462 36.720580115914345 73.166802398860455 14.893160931766031 35.705794155597687 leaf_count=63 928 168 249 591 645 379 347 119 206 732 29 37 216 585 297 169 338 67 17 53 496 86 61 151 60 317 93 180 109 212 internal_value=-3.59778e-05 0.00604507 0.00127695 -0.00129347 -0.0196081 -0.00453564 -0.00827971 0.0154037 -0.0317319 -0.00381595 -0.0317073 -0.0456968 -0.012808 0.0260053 -0.00911773 -0.00380907 0.0124605 0.0257856 -0.044054 -0.000433944 -0.0165263 -0.0239197 -0.0425697 0.0047851 0.00557892 0.00707468 -0.00431666 0.01921 -0.0134252 0.00411764 internal_weight=1777.63 1356.24 1094.73 1018.56 421.385 914.745 770.134 144.611 123.144 646.99 69.9677 59.4162 343.466 261.511 318.897 276.832 122.081 98.6852 42.0653 577.022 156.957 139.018 84.2681 54.7503 420.066 412.93 212.994 199.936 176.273 126.769 internal_count=8000 5323 4675 4507 2677 4258 3760 498 797 2963 413 384 2032 648 1816 1502 574 405 314 2550 847 794 557 237 1703 1643 934 709 841 529 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=33 31 243 243 108 32 24 13 11 58 59 14 43 13 0 12 13 239 11 43 43 9 79 105 52 239 128 240 41 106 split_gain=77.3364 36.5064 33.9257 32.1465 33.0214 31.934 30.8481 31.2933 26.0083 25.1362 24.6013 34.719 24.8552 24.4871 25.508 24.1381 23.9372 24.6098 26.2424 23.0563 22.1344 22.1145 25.9804 21.9784 26.5953 26.1992 21.8419 21.0036 25.7704 20.7919 threshold=0.35151790798733135 0.50120499072861158 0.097404111457354767 0.046608386952843209 1.0000000180025095e-35 0.64109792321573023 7.5000000000000009 -803.49999999999989 -1137.4999999999998 0.028950000000000004 0.12725000000000003 15.500000000000002 0.025450000000000004 -366.49999999999994 102607.00000000001 -10135.499999999998 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internal_value=-3.71636e-05 -0.0105576 0.0103683 0.0127825 0.0194068 -0.00171442 -0.0057928 -0.00925173 0.0238397 0.0122482 0.00806886 -0.000108271 0.0100138 -0.0291964 -0.0457828 -0.0135264 0.0189797 0.00605203 0.020192 -0.0523821 -0.0130147 0.0018301 -0.0426933 -0.0323677 -0.0432793 -0.000388295 0.0236332 -0.0328051 -0.0110494 -0.0669685 internal_weight=1766.16 878.229 887.934 836.869 574.399 262.47 720.766 648.277 505.31 247.192 199.647 164.041 137.43 51.0657 41.5343 563.027 85.2499 68.8566 56.2661 26.6114 69.0894 54.1818 18.4121 157.463 117.404 40.059 29.6094 62.8228 40.1096 14.9076 internal_count=8000 4948 3052 2764 1672 1092 3743 3488 1360 796 696 627 467 288 266 3165 323 301 207 160 312 211 107 1205 975 230 128 396 211 101 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=33 32 125 79 118 33 6 8 241 49 239 243 10 159 13 12 77 0 31 8 50 8 241 76 10 24 241 239 22 81 split_gain=72.446 46.0394 31.4227 29.263 40.0543 26.2754 29.5403 25.6246 24.47 24.065 22.6222 22.451 22.3625 28.2728 32.4466 24.8358 23.6642 22.9532 19.9605 20.5224 19.6088 27.3799 19.6272 19.9098 19.4042 19.2879 19.0723 23.39 27.9541 20.7388 threshold=0.58060556429891952 0.54640218555227649 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.14509547980217227 280912.50000000006 452250.00000000006 59812.500000000007 0.0077000000000000011 0.33742294229572678 0.027726253651411851 -18812.499999999996 1.0000000180025095e-35 -525.49999999999989 -931.49999999999989 1.0000000180025095e-35 100870.50000000001 0.41329823240608671 141750.00000000003 0.96995000000000009 677250.00000000012 74625.000000000015 0.050350000000000006 -16998.499999999996 16.500000000000004 50812.500000000007 0.10001289500491727 1.5000000000000002 -1542.9999999999998 decision_type=10 10 2 8 2 8 2 8 2 8 10 2 2 2 2 2 8 2 10 10 8 10 2 8 2 2 2 10 2 2 left_child=1 5 10 4 8 -1 -7 -8 -3 -5 12 -9 13 14 -2 17 -15 -14 19 -19 -10 22 -22 -24 -20 -26 29 28 -28 -21 right_child=2 3 -4 9 -6 6 7 11 20 -11 -12 -13 15 16 -16 -17 -18 18 24 26 21 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.038289287741620465 -0.048297244691644287 -0.035176442564719794 -0.047431655395979849 -0.066437802050511932 -0.05581057819603024 -0.007645181654230105 0.027538697610450143 -0.088863941682528785 0.062006320397375671 0.0083589721011678494 -0.058908577084124607 0.007531708734316616 -0.075383237384980317 0.041796376957936705 0.083666572592776489 -0.059146726121827045 -0.072956495668418594 -0.075431038039698126 0.023765861512033935 -0.035246154226922101 -0.039843217335306706 -0.04626402763242303 -0.076810732097088122 0.024121201506935523 -0.071016400747577008 0.047917571299730559 0.057436051071644595 0.025595940512938453 -0.062727322893943824 0.055501029446574507 leaf_weight=93.187821619212627 79.433935262262821 57.850158721208572 75.633955970406532 11.186053164303301 54.354319728910923 176.65206602215767 250.35301934927702 6.1822038590908042 12.919689811766146 278.25872128456831 23.700687862932682 263.19900257885456 8.1704492568969709 21.63941822946072 4.948157310485839 15.554633297026156 5.6698213890194884 5.5463359281420699 14.365338161587713 7.1790667027235022 17.253459341824055 28.253223903477192 5.182570591568946 85.369761094450951 19.31496644765139 4.1394605189561835 6.4657146185636547 53.030584454536438 19.248824179172516 51.177191190421581 leaf_count=174 632 371 645 83 430 740 648 50 28 1159 216 952 72 76 5 121 51 48 69 48 111 222 45 310 181 12 18 209 151 123 internal_value=-3.75521e-05 0.00561624 -0.0182863 -0.00548106 -0.0176152 0.0133552 0.0100186 0.0160223 -0.00757756 0.00546833 -0.0117949 0.00531946 -0.00825999 -0.0262477 -0.0405589 0.00157914 0.0179719 0.00658645 0.0102975 0.0188597 0.00313941 -0.00245039 0.00903208 0.0183446 -0.021997 -0.0500258 0.0226742 0.00662016 -0.0325132 0.0443372 internal_weight=1755.42 1340.2 415.219 550.628 261.183 789.574 696.386 519.734 206.829 289.445 339.585 269.381 315.884 111.691 84.3821 204.193 27.3092 188.638 180.467 142.648 148.979 136.059 107.806 90.5523 37.8198 23.4544 137.101 78.7451 25.7145 58.3563 internal_count=8000 5323 2677 2759 1517 2564 2390 1650 1087 1242 2032 1002 1816 764 637 1052 127 931 859 597 716 688 466 355 262 193 549 378 169 171 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=0 split_feature=33 125 12 81 243 32 81 8 33 31 32 58 10 632 242 34 52 38 77 51 0 32 31 242 242 9 243 240 11 239 split_gain=67.1633 41.8176 38.96 34.3914 29.2056 26.2349 25.1594 25.0711 24.7781 25.5074 26.727 24.2989 24.215 23.8631 23.9034 23.1859 21.6901 26.3409 23.1517 21.4087 21.0232 20.4112 20.4808 19.845 19.7406 19.8254 19.5094 21.9378 36.584 19.8356 threshold=0.32885910741650776 1.0000000180025095e-35 -4048.4999999999995 -1255.4999999999998 0.079778170966896808 0.74251609762086679 -2586.4999999999995 906750.00000000012 0.66985422393433802 0.16143380171139449 0.70119760177299495 0.063850000000000004 -22870.499999999996 -1498.4999999999998 0.23183789473684213 0.11580000000000001 0.047650000000000005 0.080100000000000018 5.5000000000000009 0.65045000000000008 108539.50000000001 0.46152011059136155 0.42516058193029321 0.085782142857142862 0.085782142857142862 0.0072894999999999514 0.051220317664324104 0.14002801120448183 -227.49999999999997 0.026428942402529153 decision_type=8 2 2 2 2 8 2 8 10 10 10 8 2 8 2 8 10 8 10 8 2 8 8 2 2 2 2 2 8 8 left_child=4 2 5 13 12 6 -2 19 9 10 11 -3 -1 -4 24 -9 18 -18 -11 -5 -13 -14 -23 -6 -15 -26 27 -24 -29 -28 right_child=1 8 3 7 23 -7 -8 15 -10 16 -12 20 21 14 -16 -17 17 -19 -20 -21 -22 22 26 -25 25 -27 29 28 -30 -31 leaf_value=-0.11083840180261771 -0.076104458857155513 -0.084060947054854784 0.049494485996791904 -0.084134135574984462 0.024193377985567113 -0.069637871096651538 -0.0068833219738423344 0.020830830820361135 -0.060928526852440684 -0.060964082574321926 -0.069791415700927326 0.023404041013041263 0.032786554374033508 -0.0787578308069945 -0.069757241426231006 -0.080694744504235194 0.05621824982208512 -0.074885944201646321 0.028598561648822518 0.020221691984377135 -0.038878781879913095 0.032359771829093768 0.031064464419956868 -0.083790651605492122 -0.082515338870887647 0.0046506609316438611 -0.11059869974599418 -0.056058093068020468 0.027270135360456978 0.027218073207826456 leaf_weight=3.5086442381143561 13.464859105646608 6.9291647672653189 13.15700491517782 4.9815142080187789 6.6902154758572605 18.214389532804489 523.02842848747969 10.179417721927168 38.969672910869122 61.209349669516087 12.960232146084307 80.150690525770187 194.1685631647706 9.5528316646814329 21.02744360268116 12.565124742686747 11.440805457532408 5.7601491808891288 8.1798123940825445 366.42346161603928 16.305116288363934 70.3944006934762 18.55333761125803 11.687669463455675 7.1378270387649527 75.770321808755398 2.7354940846562377 43.555554784834385 18.882054507732391 57.299294270575047 leaf_count=28 124 60 30 43 21 179 2672 41 374 534 125 287 392 83 171 109 39 51 32 1261 102 155 50 97 60 369 21 283 55 152 internal_value=-4.01553e-05 -0.00562805 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31.8655 25.7223 21.2509 21.1831 28.2665 21.0072 20.7538 20.4807 20.3493 20.2344 29.202 19.5573 19.5453 threshold=0.58060556429891952 0.24546903361927644 0.20024914172550759 0.15147104206873863 1.0000000180025095e-35 2.5000000000000004 0.029709000000000003 -549.99999999999989 -366.49999999999994 -11460.499999999998 1.0000000180025095e-35 0.044171252611351304 0.018119000000000003 0.59269885118989296 821250.00000000012 533765.25000000012 166050.00000000003 1.0000000180025095e-35 0.057350000000000005 -4586.4999999999991 111048.00000000001 0.22002206728320936 -10547.499999999998 0.015450000000000002 0.0053000000000000009 -6191.4999999999991 0.11120000000000001 -3975.4999999999995 135756.00000000003 0.36996946197229308 decision_type=10 8 8 8 2 10 2 10 2 2 2 2 2 8 10 2 2 2 10 2 2 2 2 8 10 8 10 2 2 8 left_child=1 19 -3 -4 10 6 9 8 -8 -5 25 12 16 -14 15 20 -11 -18 26 -1 21 -13 23 -7 -24 -2 27 -15 -27 -12 right_child=4 2 3 5 -6 22 7 -9 -10 11 29 14 13 18 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.037391764577835149 -0.067911481143916749 0.032787843485543124 0.024134285175442714 -0.066196704770665735 -0.044846316253132998 -0.061251534080373718 -0.058391070520190026 0.0068618547464974512 0.021834765114603354 -0.071570593081003261 0.0014049440692054473 -0.10295358366161803 -0.079917997719284123 -0.079340017916530794 -0.085340250413272284 0.031598772199460785 -0.058204464614904576 0.027551421372720084 -0.079944131436481797 0.026830539287099456 -0.087964459551150384 0.0024141705135868599 -0.078006492263865412 0.017561730969778557 0.061482330968036708 -0.073498159153282339 0.057288153370111242 0.024182595810184573 -0.00083283067269195878 -0.068524343754789621 leaf_weight=13.60982099175453 12.759323716163633 73.915549956262112 99.965396016836166 15.078036591410635 72.593831405043602 8.7193330675363523 80.898009479045868 32.475175693631172 10.921084530651568 34.009317450225353 15.386806249618528 6.5278817489743224 8.853365905582903 8.8418006673455185 8.2857347428798658 101.73605927079916 20.3144366517663 23.208378382027149 6.6214986890554419 240.50535783916712 7.0634783804416648 255.03931511193514 11.74757321923971 198.77053897827864 3.3911503553390494 9.5900943353772146 26.335548765957355 29.675476454198364 268.74636755138636 28.501101016998291 leaf_count=72 128 168 249 115 645 63 649 139 39 274 71 52 77 76 70 289 152 93 60 576 60 1079 85 704 5 87 56 121 1464 282 internal_value=-4.20593e-05 0.00520857 0.00090006 -0.00146053 -0.0171308 -0.00430812 -0.00905435 -0.034293 -0.0488489 -0.00336713 -0.0111247 -0.00160138 -0.0170347 0.00358461 0.00483275 0.00685007 -0.0383974 -0.0124755 0.0139279 0.0233909 -0.00252278 -0.000215472 0.0101011 0.0142498 -0.0467603 -0.00616697 0.0235123 0.000418551 -0.00333652 -0.0440076 internal_weight=1734.09 1326.51 1072.39 998.479 407.578 898.513 675.885 124.294 91.8191 551.59 334.984 536.512 157.86 80.3277 378.652 370.367 77.5321 43.5228 71.4743 254.115 268.631 261.567 222.629 207.49 15.1387 291.096 64.8528 38.5173 278.336 43.8879 internal_count=8000 5323 4675 4507 2677 4258 3401 827 688 2574 2032 2459 909 390 1550 1480 519 245 313 648 1191 1131 857 767 90 1679 253 197 1551 353 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=33 31 12 243 24 44 240 32 159 7 54 7 11 243 81 43 240 13 242 32 9 43 239 38 52 8 81 33 13 12 split_gain=57.3926 37.5746 37.7932 26.6334 24.7683 24.6206 26.1336 21.0381 20.6744 22.3481 23.8291 28.1684 21.1071 25.0748 20.2325 19.49 21.6007 19.4747 24.6418 32.4592 24.7004 22.3851 19.1204 18.8771 31.3442 18.4406 26.4801 30.7406 24.1596 22.0167 threshold=0.32885910741650776 0.41329823240608671 -4121.4999999999991 0.079778170966896808 7.5000000000000009 0.073250000000000023 0.12822979252375172 0.74251609762086679 1.0000000180025095e-35 14517.000000000002 0.15515000000000004 5555.2500000000009 -775.49999999999989 0.095120166804955705 -1181.4999999999998 0.052350000000000008 0.88399785132003628 -872.99999999999989 0.12759111111111113 0.66190154114250122 0.0098314999999999514 0.18315000000000003 0.0112259153612133 0.0076500000000000014 0.0056500000000000014 452250.00000000006 -20.999999999999996 0.48395083181648063 -146.49999999999997 -10634.499999999998 decision_type=8 10 2 2 2 8 2 8 2 2 10 2 10 2 2 10 2 2 2 8 2 10 10 8 10 8 2 10 2 2 left_child=3 2 7 -1 14 23 -7 8 9 10 11 -2 13 25 -4 -10 -17 18 20 -20 -8 -21 -14 24 -6 29 27 -27 -29 -11 right_child=1 -3 4 -5 5 6 17 -9 15 12 -12 -13 22 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.018703342716491926 0.045527752075784841 -0.021891381466650213 -0.036848971524619988 -0.043342082368789975 -0.078133254972632293 -0.047473685954431855 -0.08792001418305638 -0.068038930214637389 0.020147328663500622 -0.086931313395040524 0.012405203842545525 -0.069623282379615598 -0.060058534175111068 -0.079223263704251756 0.045613630283386268 -0.082044725072309893 0.059667539322777775 0.033224711245252704 0.020237048712273633 -0.060309229801977629 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0.00845537 0.00417871 0.00780568 -0.0106619 -0.00885113 -0.014055 -0.0398971 -0.0564293 -0.00851673 -0.0153861 0.0358596 0.0113879 -0.0440315 0.0106444 0.00519973 0.0137894 -0.0172771 -0.0407286 0.0153779 -0.0329542 0.0060269 -0.0114534 -0.0227435 -0.0151448 -0.0427623 0.00590769 internal_weight=1722.91 1303.05 1034.57 419.862 528.34 457.019 416.351 506.232 490.744 390.372 68.8962 52.3492 321.476 249.692 71.3215 100.373 13.6993 396.015 319.078 230.855 88.2231 24.4148 71.7833 40.6673 17.6093 235.202 142.52 126.763 56.1373 92.6823 internal_count=8000 6746 4848 1254 2152 1962 1705 2696 2535 2110 459 394 1651 1384 190 425 94 1566 1350 877 473 186 267 257 81 1257 869 733 439 388 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=33 32 31 81 48 33 59 14 38 33 37 242 24 59 35 626 627 13 59 9 239 10 0 33 32 50 9 7 32 12 split_gain=53.0541 36.8547 28.6186 25.7802 25.9789 25.0182 24.952 25.0053 24.4099 23.3627 23.347 22.9753 22.5243 35.6018 33.3229 21.2882 32.0808 20.978 40.9502 29.5217 22.196 25.9863 25.9576 26.5389 21.157 20.7209 20.2027 22.4963 24.8135 20.2139 threshold=0.58060556429891952 0.24546903361927644 0.20024914172550759 -1.0000000180025095e-35 0.074050000000000019 0.15147104206873863 0.31535000000000007 16.500000000000004 0.070900000000000005 0.72311494006137489 0.74500000000000011 0.15953142857142857 16.500000000000004 0.28510000000000008 0.20025000000000001 7914.6900000000014 8574.3000000000011 -4030.4999999999995 0.052550000000000006 0.031945000000000008 0.080263047472066654 -10157.499999999998 110301.00000000001 0.31004680515156863 0.71585872891112068 0.97545000000000004 0.025778000000000002 30712.500000000004 0.72598578666556968 -4010.4999999999995 decision_type=10 8 8 2 8 8 8 10 8 10 10 2 2 10 10 10 8 2 8 2 10 2 2 8 10 8 2 2 10 2 left_child=1 25 -3 6 -5 -4 7 -2 -8 11 -9 -6 14 -14 17 -10 -17 18 -7 24 21 22 -19 -24 -20 -1 27 28 29 -22 right_child=3 2 5 4 9 12 8 10 15 -11 -12 -13 13 -15 -16 16 -18 20 19 -21 26 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.041027955049086476 -0.045358068697721764 0.031024570417214844 0.022451039637488186 0.053230107179443299 -0.073735492021018464 -0.080903722169951522 0.074963223475385796 -0.069973099831724853 -0.019371269749215672 -0.071690462898848492 0.065481573220401199 0.033655152334250628 -0.049458050959864081 0.060240357053168284 -0.081985044906262794 0.07663814643660348 -0.072836718639314679 0.023062150972890036 0.0024008081550700631 -0.065222090106044794 -0.045637150730177434 -0.039192039029533859 0.021968571428605223 -0.08549953429047967 -0.074413300858553896 0.025358879855454319 -0.030940745298501021 0.019790626348121915 0.054959545840860595 -0.002489675056961441 leaf_weight=12.364791274070738 122.81265144795179 72.710773207247257 98.361147008836269 24.609962083399296 6.2694129273295429 20.365453943610191 8.0696167126297933 4.6174698248505583 170.18843713402748 11.639609403908251 10.226658768951891 24.22430457174778 51.442183196544647 8.6382398009300214 12.814761869609354 13.588051334023474 4.8783668503165272 247.3996853902936 193.5735190436244 19.729546338319778 45.225421838462353 21.163565285503864 11.336749330163004 11.646065704524515 9.3994945436716062 237.94296653568745 61.157453179359436 95.673082880675793 12.328752502799032 67.894670613110065 leaf_count=63 1079 168 249 77 58 181 10 44 1124 109 26 87 381 25 110 18 45 827 844 170 302 121 32 100 87 585 399 349 32 298 internal_value=-4.60712e-05 0.00482193 0.000750051 -0.0159583 0.0124138 -0.00147763 -0.0216214 -0.0379494 -0.010196 -0.0114269 0.0233465 0.011576 -0.00412281 -0.0336858 -0.00198211 -0.0138386 0.0371506 -0.000727087 -0.0130382 -0.00683206 0.00448779 0.014164 0.0183403 -0.0324887 -0.00115638 0.0220795 -0.00550603 0.00152865 -0.0123988 -0.01974 internal_weight=1712.29 1311.17 1060.86 401.125 66.7433 988.15 334.381 137.657 196.724 42.1333 14.8441 30.4937 889.789 60.0804 829.708 188.655 18.4664 816.893 243.068 222.703 573.825 291.546 270.383 22.9828 202.973 250.308 282.279 221.122 125.449 113.12 internal_count=8000 5323 4675 2677 331 4507 2346 1149 1197 254 70 145 4258 406 3852 1187 63 3742 1282 1101 2460 1080 959 132 931 648 1380 981 632 600 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=33 125 107 81 24 13 62 33 243 9 76 33 81 31 45 77 243 10 12 242 14 58 21 14 31 44 11 239 32 242 split_gain=48.7346 34.3989 31.2782 38.3658 32.8293 34.3144 32.2506 34.0622 24.2247 22.5664 23.4599 21.4237 23.3892 24.5656 22.277 21.5678 21.2443 23.1717 20.4504 32.629 23.4269 21.3575 24.5336 19.9347 19.7885 18.8601 18.4855 26.3752 22.4611 18.1959 threshold=0.32885910741650776 1.0000000180025095e-35 6.5000000000000009 -1255.4999999999998 7.5000000000000009 -4075.4999999999995 0.075450000000000003 0.7039548641001806 0.079778170966896808 0.031945000000000008 0.049850000000000005 0.66985422393433802 -2425.9999999999995 0.16143380171139449 0.45515000000000005 5.5000000000000009 0.046608386952843209 -13352.499999999998 -3133.4999999999995 0.30111686991869929 37.500000000000007 0.052800000000000007 3.5000000000000004 9.5000000000000018 0.41480587078727937 0.21225000000000002 -841.49999999999989 0.13244707987585877 0.55032858314233424 0.085782142857142862 decision_type=8 2 8 2 2 2 10 8 2 2 8 10 2 10 10 10 2 2 2 2 8 8 2 8 10 8 8 10 10 2 left_child=8 2 3 6 -5 16 7 9 -1 10 -2 12 -3 25 15 -15 -6 24 20 -20 -7 -22 26 -4 -18 -14 27 -23 -28 -10 right_child=1 11 23 4 5 18 -8 -9 29 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.017426748344703459 -0.047193437232025216 0.039105201808563785 0.04192699593211488 0.033652382323245973 -0.052330594995196461 -0.041762237377680714 -0.061059168291970861 -0.052456391195453582 0.023616060193666147 -0.071861494800349854 0.012745039665044328 -0.057764600998215392 -0.042716141321473805 -0.059477512271153533 0.071596635777695761 0.026330382425751222 0.0092185074438844924 -0.082629245381438732 0.022929467885135207 -0.086260337410826379 0.047934174448563065 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28.7128 29.5836 23.7272 23.5046 21.1282 28.4798 21.3715 19.7525 18.9243 18.1166 17.7619 threshold=0.34536722086657728 0.69080213889459652 0.29784080071730007 16098.750000000002 0.098038461538461519 0.67005000000000015 1.0992493592090813 181719.00000000003 0.72069958516125709 0.11001666666666667 1.0000000180025095e-35 0.92661416936512608 0.017900000000000003 0.98885000000000012 452250.00000000006 3.5000000000000004 4.5000000000000009 16.500000000000004 405798.75000000006 0.41682110205090195 182250.00000000003 0.59147124451998812 -1523.4999999999998 735291.00000000012 52687.500000000007 0.46152011059136155 0.43020013989626366 0.39111563057415238 -835.49999999999989 104451.50000000001 decision_type=8 10 8 2 2 8 2 8 10 2 10 2 8 10 8 10 10 2 2 2 10 8 8 2 2 8 10 10 2 2 left_child=3 2 -2 29 5 -5 -6 -4 9 10 11 -9 -11 14 17 23 -17 18 19 20 -14 22 26 24 -16 -26 -22 -25 -13 -1 right_child=1 -3 7 4 6 -7 -8 8 -10 12 -12 28 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 27 25 -27 -28 -29 -30 -31 leaf_value=0.011769162899478436 0.012854233298659788 -0.038958369634162132 -0.079194403468755878 -0.047255562816409837 -0.093300717112296067 0.023751228039943579 0.049906750325518771 -0.055068534121926839 -0.030413054294768073 -0.078642338312819984 0.025864603967138695 -0.045745747159889993 0.035611475964082866 -0.040490322923078421 0.016089957062516404 -0.050654855221462659 0.039094561068664394 -0.056015930701451846 0.031288617227870928 0.022408780400944468 -0.088645185263123441 -0.077882561536651476 -0.051874906419325822 -0.086541564098039481 0.0067409053844614975 -0.069029297708009238 0.042747926352283895 0.015934415713006689 0.026322115620689753 -0.028073114006980034 leaf_weight=57.731836348772049 234.16572611778975 78.509983330965042 9.3131500557064992 10.636362195014952 9.7108356654643995 354.01463787257671 3.314281500875949 73.560598075389862 73.519402146339417 9.801484137773512 31.87163070589304 12.216434635221956 19.733064964413643 32.823897086083889 32.804965317249298 60.754018120467663 15.64535568654537 11.337913103401659 114.14311184734106 94.769540101289749 3.3754534423351314 21.047079838812351 20.233031235635281 4.6413875147700301 13.473787456750868 30.088030502200127 18.743219695985317 153.56581712514162 30.471632815897465 54.26760571449995 leaf_count=197 735 698 83 62 78 980 6 593 610 89 111 104 74 247 138 475 50 87 355 365 27 190 136 38 53 260 52 709 117 281 internal_value=-5.15671e-05 -0.00533745 -0.00298509 0.0129086 0.0189714 0.0216801 -0.0568611 -0.00716223 -0.00639871 -0.00420579 -0.0201411 -0.0327543 -0.000613095 0.000568652 0.00276236 -0.00604177 -0.0322756 0.0117868 0.014419 0.00359538 -0.0178517 -0.0344923 -0.0129291 0.00250245 -0.019096 -0.0455934 0.0226965 0.012928 0.0056978 -0.0075358 internal_weight=1690.29 1200.61 1122.1 489.676 377.676 364.651 13.0251 887.934 878.621 805.101 148.12 116.249 656.981 647.18 614.356 310.973 76.3994 303.382 292.045 177.901 83.1318 63.3988 42.3517 234.574 76.3668 43.5618 22.1187 158.207 42.6881 111.999 internal_count=8000 6396 5698 1604 1126 1042 84 4963 4880 4270 925 814 3345 3256 3009 1723 525 1286 1199 844 479 405 215 1198 451 313 79 747 221 478 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=32 31 33 163 242 65 7 243 9 13 24 33 146 43 239 11 13 61 51 240 35 10 107 7 12 0 31 11 59 243 split_gain=42.0812 34.8732 27.5327 25.796 25.4466 33.303 22.0923 28.3003 21.2169 24.7628 20.7168 31.0019 21.9327 22.6536 20.6506 20.1536 24.3694 19.4722 18.8373 18.5517 18.0414 17.4789 28.2183 23.0699 18.0318 17.4042 17.6388 24.6674 17.2946 17.1371 threshold=0.34536722086657728 0.69080213889459652 0.58060556429891952 1.0000000180025095e-35 0.12246076923076922 0.80205000000000004 16098.750000000002 0.098038461538461519 0.031945000000000008 -4010.4999999999995 16.500000000000004 0.56294776606265007 1.0000000180025095e-35 0.015150000000000002 0.33080146261453408 -436.49999999999994 -921.99999999999989 0.029850000000000005 0.67005000000000015 1.0992493592090813 0.20025000000000001 -19047.999999999996 1.5000000000000002 46167.750000000007 -594.49999999999989 100870.50000000001 0.41329823240608671 -105.49999999999999 0.26880000000000004 0.046616922252745559 decision_type=8 10 10 2 2 10 2 2 2 2 2 10 2 8 10 8 2 10 8 2 10 2 10 2 2 2 10 10 10 2 left_child=6 2 8 4 5 -4 -1 18 10 -10 20 12 13 -12 17 16 -11 21 -8 -9 -2 22 -6 24 25 -23 -27 -28 -3 -20 right_child=1 28 3 -5 14 -7 7 19 9 15 11 -13 -14 -15 -16 -17 -18 -19 29 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0071579922740999937 0.0074584325097206902 -0.047179828470067187 -0.068525064464774535 -0.058957892005607693 0.0085426333305278195 0.033953718165008716 -0.044626468571621954 -0.089856733766466371 -0.067240978911622243 -0.050631940699781275 0.037120751892948056 0.07599763199110339 0.04453174948032345 -0.083060923814284537 -0.065395130112076025 0.026859331250136193 0.018430420958462448 -0.067361550304873744 0.0081455251671520203 0.048101418709392274 -0.062347044535439558 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0.0181477 0.00153998 -0.0195165 0.00450563 -0.0299042 -0.0476184 -0.0644298 -0.00311669 -0.00714642 -0.0249377 0.00125702 0.020734 -0.0547721 0.0065272 0.00526298 -0.0194779 0.0158183 0.0217513 0.0260677 0.030383 -0.0181231 -0.0375721 0.0227228 internal_weight=1680.33 1193.19 1115.82 266.411 234.365 44.832 487.142 375.147 849.409 104.864 744.545 41.3146 35.3943 29.9334 189.533 83.2783 54.6738 177.096 362.297 12.85 703.231 167.327 50.0392 117.288 109.453 104.716 100.224 15.7894 77.3661 351.599 internal_count=8000 6396 5698 1915 1583 397 1604 1126 3783 619 3164 264 250 235 1186 432 339 1050 1042 84 2900 949 363 586 506 463 419 115 698 980 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=0 split_feature=33 125 12 243 31 64 81 81 243 32 33 81 31 45 77 243 81 7 13 32 58 7 11 242 11 241 243 11 49 105 split_gain=40.9215 29.1489 26.6034 25.2982 23.2258 22.7487 22.2004 21.9234 21.463 20.5034 19.7203 21.0052 21.6452 20.1751 20.013 18.5025 17.8491 22.3984 17.2331 17.204 17.2323 16.7734 16.3554 16.3203 16.2152 16.181 15.7962 30.5634 21.1126 23.8208 threshold=0.32885910741650776 1.0000000180025095e-35 -4048.4999999999995 0.045050865919936109 0.49784709694548929 0.99575000000000014 -1567.4999999999998 -2586.4999999999995 0.079778170966896808 0.74251609762086679 0.66985422393433802 -2425.9999999999995 0.16143380171139449 0.45515000000000005 5.5000000000000009 0.027601101577567854 -1134.4999999999998 34974.000000000007 -4780.9999999999991 0.70119760177299495 0.063850000000000004 10116.000000000002 -95.499999999999986 0.085782142857142862 -8843.4999999999982 110812.50000000001 0.095120166804955705 -423.49999999999994 0.08925000000000001 5.5000000000000009 decision_type=8 2 2 2 10 10 2 2 2 8 10 2 10 10 10 2 2 2 2 10 8 2 10 2 8 2 2 10 10 8 left_child=8 2 7 4 6 16 -4 -2 15 24 11 -3 19 14 -14 -1 17 21 25 20 -13 -5 -12 -10 -9 -17 28 -28 -26 -30 right_child=1 10 3 5 -6 -7 -8 9 23 -11 22 12 13 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31 leaf_value=-0.10381368500068187 -0.070935614557138135 0.037428245293789963 -0.049383882626655877 -0.075725185957344884 -0.059742606094300467 -0.083543059583079657 0.0067136445151478796 -0.074333245250849236 0.02160559484672564 -0.06627896060992719 -0.064341402630028896 -0.079370616673048969 -0.057387677416555177 0.067663593832997734 0.025468798037786927 -0.086836643672651148 0.022811929841551004 -0.080483987442367178 0.019244388008889186 -0.066289173977925109 0.007563389598948745 0.011876613640754768 0.090529073351807585 -0.078084457357418938 0.0019021640889815318 0.015815629632178693 -0.06423213100798951 0.035195340152164405 -0.059516769433938035 0.015469935989770084 leaf_weight=3.1896400526165953 13.80540596693754 17.620364286005497 20.922612711787224 5.930756449699401 20.111354820430279 5.7953726574778548 112.29297813028097 8.3957504220306856 6.5891144424676922 14.232582502067087 31.902208615094423 6.1055029556155196 59.761825803667307 4.044153854250907 8.3000145033001882 7.5729459375143033 260.41569060087204 8.5325205251574499 372.57554952800274 10.318927995860575 85.911598145961761 69.476017475128174 1.8010024949908245 10.892015524208544 412.21012788638473 7.7856528759002686 26.685146011412144 10.880570515990255 30.575715981423855 16.203192345798016 leaf_count=27 145 73 166 55 192 53 489 84 21 158 371 58 576 10 33 54 837 77 1030 112 368 298 3 97 2001 25 235 33 264 55 internal_value=-5.69689e-05 -0.00450903 -0.000962829 0.00727912 -0.00965812 0.0146958 -0.00209694 -0.00874843 0.013696 -0.00709483 -0.0207892 -0.0145989 -0.0198542 -0.0408365 -0.0472835 0.0161186 0.0163491 -0.00370147 0.0171047 -0.00507004 0.00179516 0.00498672 -0.0560656 -0.0405086 -0.00542666 -0.0347997 -0.00426159 -0.0354339 -0.00171031 -0.033543 internal_weight=1670.84 1262.23 1036.47 503.477 153.327 350.15 133.216 532.988 408.605 519.183 225.766 192.062 174.442 72.106 68.0618 391.124 344.355 83.9393 387.934 102.336 92.0171 75.4068 33.7032 17.4811 504.951 15.3586 496.555 37.5657 458.989 46.7789 internal_count=8000 6746 5142 2167 847 1320 655 2975 1254 2830 1604 1230 1157 619 609 1136 1267 430 1109 538 426 353 374 118 2672 79 2588 268 2320 319 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=33 31 12 52 164 9 239 80 239 34 42 17 12 8 81 0 81 35 7 107 14 63 32 52 107 12 240 129 138 52 split_gain=37.4761 29.4528 28.1998 20.4505 21.8734 22.2911 21.7083 19.3799 26.4197 20.6141 19.3302 18.703 22.421 19.9447 21.0897 19.1458 18.4803 20.2743 22.3424 20.3872 26.1186 20.6597 19.085 21.3199 20.5554 21.9864 19.6741 18.8151 18.7757 18.1506 threshold=0.29784080071730007 0.41329823240608671 -4121.4999999999991 0.047650000000000005 1.0000000180025095e-35 0.018421500000000004 0.0099716314868563017 1.0000000180025095e-35 0.1337561903217471 0.25945000000000001 0.10940000000000001 1.0000000180025095e-35 -4283.9999999999991 267750.00000000006 -1192.4999999999998 100594.00000000001 -1633.4999999999998 0.086450000000000013 35572.500000000007 1.0000000180025095e-35 4.5000000000000009 0.074450000000000002 0.51133008475794262 0.047400000000000005 5.5000000000000009 -3350.9999999999995 0.54297920887602513 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 10 2 10 2 2 8 8 8 10 10 2 2 10 2 2 2 8 2 10 10 10 10 8 10 2 2 2 2 8 left_child=-1 2 7 4 6 -6 -3 11 -9 -10 -5 12 15 -13 -15 -2 -4 18 19 20 -18 -21 26 -24 25 -25 -19 28 -27 -17 right_child=1 3 16 10 5 -7 -8 8 9 -11 -12 13 -14 14 -16 29 17 22 -20 21 -22 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.014409314163592613 -0.067115187742412166 0.055318833775754341 -0.015876944505577483 0.057708304739507069 -0.05172407407977641 0.024064381432541446 -0.036262101374009766 0.042211810192495564 -0.042054705646543476 0.071580701759950488 -0.017339084506857779 -0.084393710498819538 -0.086491764938737004 -0.072778425450345241 -0.00029129971082818203 -0.084201476176208462 -0.091179175790271114 0.02983368575036472 -0.082460747806026802 0.027161001129222342 0.022544318273893207 -0.083704389078223432 0.045039267596405204 0.028701463179726484 0.069888369221914312 -0.045905029511159705 -0.010337508559178884 0.026860252486315739 0.050262052550817726 -0.0025105212301108257 leaf_weight=352.48325388133526 12.474736545234917 6.7277620062232009 71.37645461410284 15.754312433302401 13.075528413057325 37.605744503438473 169.40124655887485 40.065878108143806 22.266855664551262 4.8624830693006507 18.842732720077038 16.601693898439407 8.9107048325240594 14.049834072589872 35.109302468597889 6.9344012401998034 11.944202423095705 217.66436254233122 9.7799441330134851 43.007480464875698 8.7455516234040243 4.657210759818553 22.605314359068871 23.096611179411411 7.8167265206575385 60.200598977506161 35.442301832139492 13.574679069221018 5.5428695231676093 349.78498227521777 leaf_count=1057 103 24 428 42 121 177 1450 104 146 6 133 150 78 137 170 64 100 554 89 158 30 41 67 84 18 436 155 45 12 1821 internal_value=-6.04644e-05 -0.00396005 -0.000210071 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19.4497 18.2478 17.0457 16.8372 16.6577 17.12 19.9038 16.8345 18.7724 20.2542 16.6055 16.0221 26.3022 22.8454 18.1522 threshold=0.34536722086657728 0.69080213889459652 0.13765669948518358 16.500000000000004 1.0000000180025095e-35 -2425.9999999999995 16098.750000000002 0.098038461538461519 0.59703906551028652 0.20024914172550759 0.97785000000000011 0.048600000000000011 452250.00000000006 519097.50000000006 0.080263047472066654 0.14831277365138276 1.0000000180025095e-35 20247.750000000004 1.0992493592090813 0.71575000000000022 0.23988384837774554 56280.000000000007 0.10373493510155167 102375.00000000001 4.5000000000000009 0.67005000000000015 0.43561987392395524 0.016350000000000003 0.0019500000000000001 0.041950000000000008 decision_type=8 10 8 2 2 2 2 2 10 8 8 10 10 2 8 8 10 2 2 8 8 2 10 2 10 8 10 10 10 8 left_child=6 2 -2 4 9 -6 19 25 -5 -4 11 -7 13 14 16 -14 -12 -13 -9 -1 -21 22 -22 24 -24 -8 -11 28 29 -28 right_child=1 -3 3 8 5 10 7 18 -10 26 12 17 15 -15 -16 -17 -18 -19 -20 20 21 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12.426196359097956 26.190236948430538 52.166044164448977 13.789924867451189 25.357067953795195 3.2416251152753821 19.608003027737141 15.086088024079798 23.873408518731594 15.723162531852724 14.340346634387968 3.156617045402526 345.00790938735008 19.709759186953306 25.481729425489902 41.70508798211813 235.35502318292856 leaf_count=49 176 698 103 193 66 69 62 78 339 1642 72 32 4 36 254 505 41 84 6 46 35 166 122 55 5 980 182 250 186 1464 internal_value=-6.07052e-05 -0.00473246 -0.00265245 -0.00464317 -0.0025444 -0.0196464 0.011358 0.0168936 -0.0324568 0.00115044 -0.0262498 0.00467336 -0.0357287 -0.0170807 -0.0331774 -0.0564039 0.00471007 0.0234275 -0.0511392 -0.00696297 -0.0158714 -0.0271263 -0.00866818 -0.0285592 -0.0613166 0.0192892 -0.000687389 -0.00906366 -0.00487792 -0.0104875 internal_weight=1651.28 1171.84 1097.85 1024.86 952.951 169.305 479.438 368.191 71.9082 783.646 152.406 35.7567 116.649 61.3315 48.9053 55.3177 22.715 28.811 12.5238 111.247 91.7876 72.1796 48.3062 33.2201 18.8798 355.667 739.899 322.252 296.77 255.065 internal_count=8000 6396 5698 5522 4990 1163 1604 1126 532 3827 1097 185 912 403 367 509 113 116 84 478 429 383 217 182 127 1042 3724 2082 1832 1646 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=32 31 33 24 125 158 0 36 3 36 57 32 5 243 7 34 14 125 3 44 11 74 10 13 24 54 10 13 12 14 split_gain=32.0425 27.6739 23.7319 22.9327 21.8538 23.6795 28.3173 21.6504 27.5919 20.5965 19.5947 18.114 17.945 27.2263 22.9107 20.3336 19.9606 18.8596 17.9495 22.9563 17.7216 16.8444 16.568 16.259 15.5035 15.292 17.8993 14.8641 14.4266 14.2353 threshold=0.34536722086657728 0.71436012375388624 0.13765669948518358 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 105684.50000000001 0.97785000000000011 1.0000000180025095e-35 0.99825000000000019 0.16220000000000004 0.59703906551028652 97875.000000000015 0.06144134086806171 22020.750000000004 0.0085000000000000023 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.13375000000000001 -5378.4999999999991 0.016500000000000004 -19047.999999999996 -580.99999999999989 10.500000000000002 0.25865000000000005 -22324.499999999996 -4345.4999999999991 -12884.999999999998 17.500000000000004 decision_type=8 10 8 2 2 2 2 8 2 10 10 10 2 2 2 8 8 2 2 10 8 10 2 2 2 8 2 2 2 10 left_child=12 2 -2 4 20 7 -7 8 23 29 -3 -5 13 16 -15 -14 -1 22 24 -20 -4 28 -17 -6 -19 26 -13 -24 -22 -9 right_child=1 10 3 11 5 6 -8 9 -10 -11 -12 25 15 14 -16 17 -18 18 19 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.095009461365676076 0.024639449732270086 -0.048040798381148067 -0.030491457485062618 -0.06805474192144155 -0.074466820117436425 -0.055688085774896035 0.039286066566333697 -0.052985034589343366 0.047751678712951974 0.052963032504874746 0.042141899492021795 0.044543522622300352 -0.10823209438111342 -0.10750705582925522 0.0017841410105881518 -0.0034024318623137443 0.010562505606867598 -0.054979766683946198 -0.12087673677020734 0.046729281249672468 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18.5027 17.7358 17.2548 22.0013 17.1298 21.7143 22.7909 16.4003 16.2344 19.0206 18.5681 20.2533 threshold=0.58060556429891952 1.0000000180025095e-35 0.046336771124979505 0.097404111457354767 -1155.4999999999998 0.25906530962480728 -4018.4999999999995 0.077500000000000013 0.11985000000000003 4.5000000000000009 -1.0000000180025095e-35 0.074050000000000019 0.72311494006137489 0.15953142857142857 0.24615000000000001 16.500000000000004 -12020.999999999998 0.74500000000000011 1.0000000180025095e-35 0.10527192562857011 0.52539569308654566 -479.99999999999994 0.046250000000000006 -8689.9999999999982 208500.00000000003 1.0000000180025095e-35 0.79638790735610632 0.52475213777949481 -2425.9999999999995 -2782.9999999999995 decision_type=10 2 2 2 10 2 2 8 10 8 2 8 10 2 8 10 2 10 2 2 10 2 8 2 2 2 10 10 2 2 left_child=1 7 5 4 8 9 -7 -1 16 -3 14 -12 13 -13 15 26 -4 -17 -16 -5 21 -21 23 -18 -25 -6 28 -28 29 -2 right_child=10 2 3 19 25 6 -8 -9 -10 -11 11 12 -14 -15 18 17 22 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.067727780278846225 -0.063016654371911812 -0.08501407344123281 -0.087755515916733598 -0.054628209060652501 0.029496831595518403 -0.067562331429311631 -0.012169100014612298 -0.0090367260943173162 -0.072072988312322089 0.0041148141675598137 0.048700358915702041 -0.070829970661329122 -0.069401088426429433 0.033325608722913472 -0.0024547235276513929 -0.066240808422419556 0.035958970764972085 0.060812808218328344 -0.051848681900441243 -0.034815444397702504 0.064642271557990544 0.049555928626108414 0.012611817900505688 -0.070950484479118475 0.064890045571363048 -0.003274563595882741 0.058939186969542312 -0.060956744667960396 -0.057369746101333052 0.072842675039031635 leaf_weight=20.441468350589275 4.9899533949792385 6.6554024443030357 5.0945015475153914 24.798874124884605 279.86152400821447 24.674825936555862 72.712892059236765 73.741162698715925 8.7201300561428052 304.78276397287846 24.265620537102222 5.6872764192521599 10.686240922659634 23.54695113748312 169.77918899059296 4.0559209212660781 10.376906700432299 10.033432550728319 21.342871729284525 33.739299021661282 7.9354905411601058 10.021942816674708 305.70856875181198 20.527501836419109 3.6344551965594283 44.20757408067584 8.016352389007805 5.6319174729287615 80.307492781430483 6.0925318337976915 leaf_count=169 62 59 44 197 688 211 379 366 69 1400 77 58 109 87 1050 44 33 26 186 227 20 19 1086 155 7 194 23 74 861 20 internal_value=-6.12582e-05 0.00366449 0.00572385 0.0112944 0.0148095 -0.00455846 -0.0262039 -0.0217751 0.00545817 0.00221014 -0.0125751 0.0128064 -0.00901167 0.013063 -0.0178262 -0.0336379 0.00741589 0.0242377 -0.00797062 -0.0198672 -0.00319235 -0.0154932 0.00884088 -0.0245362 -0.0505173 0.0250264 -0.0414011 0.00946449 -0.0489974 0.0116712 internal_weight=1632.07 1257.64 1163.45 754.627 678.131 408.826 97.3877 94.1826 354.062 311.438 374.436 64.1861 39.9205 29.2342 310.25 119.128 345.342 14.0894 191.122 76.4956 51.6967 43.7612 340.247 34.5389 24.162 324.069 105.038 13.6483 91.39 11.0825 internal_count=8000 5323 4788 2739 2276 2049 590 535 1394 1459 2677 331 254 145 2346 1110 1325 70 1236 463 266 246 1281 195 162 882 1040 97 943 82 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=0 split_feature=33 31 12 105 32 12 17 10 631 12 10 78 242 31 241 240 24 58 106 9 6 37 32 11 138 7 241 162 5 10 split_gain=29.0242 22.9784 23.7471 19.2328 17.8171 18.2231 17.763 26.0926 26.9996 19.3246 20.6269 17.8437 17.5841 16.9338 20.7924 16.4926 17.6336 21.5722 18.1557 26.1591 23.4732 28.2406 25.8556 24.7566 28.4986 21.9709 24.413 20.6612 18.7197 16.1847 threshold=0.29784080071730007 0.41329823240608671 -4121.4999999999991 1.0000000180025095e-35 0.74251609762086679 -4283.9999999999991 1.0000000180025095e-35 -14772.999999999998 -2474.4999999999995 -4984.4999999999991 -10850.999999999998 1.0000000180025095e-35 0.060133333333333309 0.2924168959654963 31770.000000000004 0.090135714285714263 7.5000000000000009 0.050050000000000004 1.5000000000000002 0.011311499999999952 197952.75000000003 0.74500000000000011 0.48950152112027451 -1523.4999999999998 1.0000000180025095e-35 31896.000000000004 89550.000000000015 1.0000000180025095e-35 84825.000000000015 -19844.499999999996 decision_type=8 10 2 8 8 2 2 2 10 2 2 10 2 10 2 2 2 8 8 2 2 8 10 10 2 2 2 2 2 2 left_child=-1 2 4 12 5 6 7 8 -2 13 -11 -8 -3 -9 -15 -4 -17 -18 19 25 21 -21 29 27 -25 28 -27 -24 -19 -22 right_child=1 3 15 -5 -6 -7 11 9 -10 10 -12 -13 -14 14 -16 16 17 18 -20 20 22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.01281532411811632 -0.0068446083730920732 0.033069225945079092 -0.086894453615033201 0.0008649496600653386 -0.064444213725398367 -0.065654809572571748 -0.041343261931490627 0.030001522617068579 -0.078509521465748786 0.011549080965453765 -0.073762598992065886 0.023369201633580236 -0.032239743727229202 0.063765638887697096 -0.07842270654205849 0.031677266425640373 -0.053715619062791833 0.011045064108441327 0.02171943526101619 0.068174294877952735 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-0.00798506 -0.00641227 -0.00483652 -0.000907663 -0.0107745 0.0152976 -0.0205935 -0.0286132 -0.0276735 0.024016 -0.0329233 0.00723271 0.00806816 0.00447527 0.00652994 -0.00032879 0.00799503 -0.0484543 0.0125599 -0.00732876 -0.0460542 -0.0265049 0.00819192 0.010037 -0.0483652 0.0279854 internal_weight=1623.15 1278.51 1025.94 252.573 501.617 488.022 475.378 407.966 253.574 154.392 30.1741 67.412 158.494 124.218 11.8158 524.319 519.706 451.062 435.679 300.148 227.731 17.0382 210.693 92.0322 28.4931 72.4171 27.9905 63.5391 44.4266 118.661 internal_count=8000 6943 4996 1947 2779 2612 2510 2067 1472 595 163 443 1384 432 82 2217 2177 1988 1867 1446 1004 123 881 555 213 442 130 342 312 326 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=0 split_feature=32 31 33 12 243 243 83 74 240 54 14 24 31 11 241 9 128 32 6 0 80 33 5 241 359 207 54 239 5 241 split_gain=27.9683 26.9293 23.8914 20.5538 19.248 26.9038 25.6687 28.0417 25.133 29.1207 28.914 24.4635 23.9692 22.7282 31.3676 20.9236 20.8004 20.458 20.1785 36.6477 25.4468 20.7096 25.1951 25.5437 19.9782 19.9296 19.3792 18.5563 17.7285 17.3183 threshold=0.24546903361927644 0.20024914172550759 0.72311494006137489 -12884.999999999998 0.079778170966896808 0.046336771124979505 1.0000000180025095e-35 1.0000000180025095e-35 0.20566936061712213 0.086200000000000013 3.5000000000000004 16.500000000000004 0.42288731289378884 -1409.4999999999998 75187.500000000015 0.014870499999999951 1.0000000180025095e-35 0.66190154114250122 533765.25000000012 107718.50000000001 1.0000000180025095e-35 0.32410123718131906 66825.000000000015 141878.25000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.25865000000000005 0.36398097466736884 77737.500000000015 55729.875000000007 decision_type=8 8 10 2 2 2 2 10 2 10 10 2 8 8 2 2 2 10 2 2 8 8 2 2 8 2 10 10 2 2 left_child=2 -2 -1 -3 5 8 7 18 9 10 12 16 -5 28 -15 -14 -8 25 20 -20 21 -7 -23 -24 -10 -17 -13 -11 -6 -26 right_child=1 3 -4 4 13 6 11 -9 24 27 -12 26 15 14 -16 17 -18 -19 19 -21 -22 22 23 -25 29 -27 -28 -29 -30 -31 leaf_value=0.01710915951698843 0.025471689962217339 -0.057879347783725624 -0.055219271223353732 0.03900712268678605 0.029471150636751649 0.0058053031079463744 -0.0091874726612116708 -0.080158032702267484 0.07737973759573602 0.021373548810862852 -0.058988284410145433 -0.058017835789684682 -0.049308729836364744 -0.0461245588706133 0.018609474956078745 0.017690855296825108 0.018150455806392036 -0.066754236476487622 0.036140409772049929 -0.084334191842096062 0.028835827421009975 0.030099239902487029 -0.074033260511641275 0.0082631637145842117 -0.078884115233633034 -0.086222147689448636 0.065150769424014557 -0.07114297312189527 -0.070459109442289405 -0.024130422317570819 leaf_weight=274.65752118080854 77.530865538865328 18.040291108191013 11.912475280463694 24.477360114455223 5.172448217868804 30.00908101350069 85.743139509111643 13.747495099902151 4.5042655989527702 110.52861915901303 31.463186603039503 20.333826217800382 32.481758590787649 32.06755531206727 44.93754481524229 58.319090791046619 369.09629037603736 10.224058810621498 46.046402886509895 7.3152571357786647 23.969078976660967 9.7492249235510808 45.208304207772017 11.913728829473255 15.954565200954674 5.0106752589344969 3.7885959148406974 5.6994027867913237 31.27018179371953 152.3046516366303 leaf_count=803 204 175 97 72 22 100 477 138 6 487 280 172 262 249 206 256 1340 115 153 71 75 41 444 62 156 45 9 67 324 1092 internal_value=-6.28016e-05 -0.00312207 0.0141025 -0.00489647 -0.00412022 -0.00212875 0.00424968 -0.011409 -0.0115616 -0.00225986 -0.015963 0.0103946 -0.0055907 -0.0237437 -0.00834799 -0.0158857 0.0129969 -0.00112592 -0.00598377 0.0196248 -0.0172913 -0.0287036 -0.0441898 -0.056869 -0.0265403 0.00946922 -0.0386733 0.0168369 -0.0562756 -0.0293222 internal_weight=1613.48 1326.91 286.57 1249.38 1231.34 1117.89 666.92 187.959 450.968 278.204 161.976 478.962 130.513 113.448 77.0051 106.036 454.839 73.5538 174.211 53.3617 120.849 96.8803 66.8713 57.122 172.763 63.3298 24.1224 116.228 36.4426 168.259 internal_count=8000 7100 900 6896 6721 5920 3082 1084 2838 1584 1030 1998 750 801 455 678 1817 416 946 224 722 647 547 506 1254 301 181 554 346 1248 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=32 31 33 12 13 33 24 125 242 59 76 0 32 81 57 225 8 107 235 13 633 243 13 31 239 0 243 7 48 49 split_gain=25.4296 24.5247 21.8441 19.059 18.7465 18.0713 18.0339 22.0001 32.2094 19.8558 19.0197 22.4091 18.0418 17.9073 16.225 20.695 15.2819 16.5913 15.0477 14.4758 30.302 26.5406 23.0558 18.774 18.6922 24.9896 20.7014 18.2478 17.873 20.0108 threshold=0.24546903361927644 0.20024914172550759 0.72311494006137489 -12884.999999999998 -4780.9999999999991 0.14509547980217227 16.500000000000004 1.0000000180025095e-35 0.17081176470588239 0.28510000000000008 0.21855000000000005 103004.00000000001 0.4400249777655581 -2823.4999999999995 0.018450000000000005 1.0000000180025095e-35 141750.00000000003 4.5000000000000009 1.0000000180025095e-35 -4030.4999999999995 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0.0024002076895751345 0.026179920961981497 -0.056505442248229842 0.036323387608079169 -0.065471783314955956 -0.047613431164974539 0.043846777348436838 -0.0093166106342796977 0.055585530748262668 leaf_weight=6.9644027464091769 76.856209583580494 17.6258893199265 11.710969682782887 85.205862924456596 9.1909705102443677 9.5919587910175306 67.251495741307735 99.660234961658716 6.3181544244289389 9.8791860118508321 12.44152310490608 39.470557648688555 21.458488844335079 11.550448209047316 5.59204529225826 5.212916135787963 237.94623192027211 8.143999956548214 12.315777722746132 49.842939291149378 74.4093745239079 173.18925631418824 105.16612898930907 14.672367189079521 30.670194286853075 8.0033442787826043 6.0354940369725254 6.506137888878583 358.99979596957564 21.18699649721384 leaf_count=49 204 175 97 227 29 106 578 869 70 40 46 138 224 15 47 43 611 24 92 168 611 856 338 148 115 59 47 22 1899 53 internal_value=-6.58289e-05 -0.00299265 0.0134839 -0.00468948 0.0163519 -0.00394599 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31.4145 17.764 16.2188 16.6779 23.8709 22.6916 17.6761 16.134 18.4761 16.9131 threshold=0.41329823240608671 -3260.4999999999995 0.23365822317897372 0.34496990492100627 0.04445000000000001 13.500000000000002 11810.317500000003 -6635.4999999999991 0.16597428571428571 0.02775 0.99525000000000008 1.0000000180025095e-35 0.99425000000000019 0.64351950249715595 0.34235000000000004 0.08235000000000002 -9666.4999999999982 29877.750000000004 0.38232188279332696 0.24546903361927644 0.22757795138888889 1.0000000180025095e-35 1.0000000180025095e-35 0.098750000000000018 -1229.4999999999998 1.0000000180025095e-35 16.500000000000004 10.500000000000002 0.49000000000000005 1035785.2500000001 decision_type=10 10 8 8 8 8 10 2 2 10 10 8 8 8 8 10 8 2 10 10 2 2 2 8 2 8 8 2 8 2 left_child=1 2 -1 -3 -4 7 11 -6 -9 27 12 -5 13 -11 -15 16 -7 18 19 -18 21 -21 23 24 -13 26 -26 -2 -29 -30 right_child=9 3 4 6 5 15 -8 8 -10 10 -12 22 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.065500402182255099 -0.049415568335917578 0.02022519935174083 -0.044902099094579012 -0.079334620178705531 -0.081474448811205025 -0.076018432300180669 -0.083504572763903259 -0.062734224891287826 0.017536104225481727 0.0098475428102931025 -0.073486565696402883 -0.07396880561865786 0.063597987912145867 -0.052568065661509601 0.03395202033419091 -0.076143093143361762 0.024887779853709165 0.025722933582101395 0.076506017502716017 0.0016560500714717019 -0.07878471509831364 -0.071178321981315726 -0.034420703028804338 0.0090595590273462728 -0.058367502947030518 -0.079302174236169851 0.019390934383895692 -0.072024172373882131 -0.00053115710073812139 -0.070546704351972842 leaf_weight=25.142382152378559 45.41860706359148 271.97629928216338 29.552679318934679 6.2188828699290752 12.34950305894017 5.8966536931693554 6.2622634023427954 11.724831998348234 21.563003335148096 99.578951749950647 7.9337491206824771 14.32291094586253 10.752512060105799 30.59613361209631 12.189138013869522 6.2612592615187159 45.2086575999856 94.607710741460323 7.2358260303735724 109.50633034482598 15.886584796011446 9.0645439624786359 26.565507058054209 486.74352604523301 8.548236031085251 8.4933379366993886 50.396766856312752 12.297193109989164 91.665920894593 9.5211932770907861 leaf_count=224 399 741 238 58 125 67 58 105 95 507 89 142 24 347 57 63 130 367 12 552 148 98 177 2027 68 82 188 141 563 108 internal_value=-6.5308e-05 0.00303056 -0.007273 0.00764622 -0.00330405 0.00031904 0.00201512 -0.0298787 -0.0107372 -0.012388 -0.000702336 0.00290579 0.00306898 -0.00150266 -0.0279193 0.00501192 0.00677991 0.00851425 -0.000196594 -0.00328569 -0.0127585 -0.00391202 0.00376525 0.00554964 -0.0153457 -0.00289507 0.00811436 -0.0242315 -0.0141524 -0.00711926 internal_weight=1593.48 1273.53 394 879.528 368.858 339.305 607.551 45.6373 33.2878 319.953 161.05 601.289 153.117 142.364 42.7853 293.668 287.406 281.51 186.902 179.666 134.457 118.571 595.07 568.505 81.7613 67.4383 58.945 158.903 113.484 101.187 internal_count=8000 5765 2224 3541 2000 1762 2800 325 200 2235 1024 2742 935 911 404 1437 1374 1307 940 928 798 650 2684 2507 480 338 256 1211 812 671 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=33 31 243 628 32 10 81 243 35 243 240 12 54 13 242 21 32 12 106 8 11 45 656 239 32 13 31 107 1 31 split_gain=22.4879 23.0812 20.4426 21.1599 21.4031 22.4829 19.7157 18.1347 16.9148 15.8043 23.8948 19.2969 18.7742 24.1985 24.9696 19.9285 17.63 16.9132 16.8693 16.7007 17.9082 15.7237 15.6343 17.5408 16.1364 18.9887 17.382 15.572 15.3723 15.2441 threshold=0.14509547980217227 0.20914414159772385 0.098038461538461519 520.42500000000007 0.26319235801735397 -10157.499999999998 -589.49999999999989 0.10527192562857011 0.47400000000000003 0.046336771124979505 0.25906530962480728 -12376.499999999998 0.086200000000000013 -2070.4999999999995 0.38807500000000006 2.5000000000000004 0.75534694257387713 -2671.4999999999995 1.0000000180025095e-35 812250.00000000012 -5210.9999999999991 0.050350000000000006 22511.250000000004 0.098252472018254419 0.63511399881757569 -4225.4999999999991 0.35502517441964682 1.0000000180025095e-35 1.0000000180025095e-35 0.65151846939353464 decision_type=8 8 2 8 10 2 2 2 8 2 2 2 10 2 2 2 10 2 10 10 8 8 10 10 10 2 10 8 2 8 left_child=-1 27 3 -3 -5 9 8 -4 -7 10 12 -11 13 14 15 29 19 -17 -14 28 -21 -10 23 24 25 -12 -27 -2 -13 -6 right_child=1 2 7 4 5 6 -8 -9 21 11 22 16 18 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.021075829936185883 -0.034884979119560844 -0.086830042695089149 -0.060046780621157564 0.011719306575238198 -0.012223403910029164 -0.076394470270442383 -0.069725563193750964 -0.010823734154645787 0.077213142385229375 -0.071290521427948172 -0.075518947563735325 0.016627751538512578 0.016957343696160823 0.0096230644571810835 0.029972994939528326 0.01329389833530404 -0.064637612000470537 -0.074112871823835982 -0.040615307256535921 0.032109068862705502 -0.067154485756870136 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-0.00458593 -0.0354296 -0.027348 -0.00970521 -0.00281138 -0.0103907 0.00255701 -0.00394584 -0.0141898 -0.0279461 -0.0371535 0.00370625 -0.0053026 0.0106198 0.00485842 -0.0379472 0.0101576 -0.0334124 -0.0373411 -0.0188167 -0.00221214 0.0148907 0.0214963 0.0066304 -0.0526406 internal_weight=1584.52 1468.01 1368.44 1284.53 1277.24 1026.92 55.8682 83.9068 31.9234 971.053 402.62 568.434 314.56 184.677 117.056 101 559.723 33.0432 129.882 550.444 21.8804 24.5973 88.0597 85.1004 51.0828 37.8636 30.7009 99.5734 528.563 67.9567 internal_count=8000 7706 7431 6801 6732 5904 364 630 173 5540 2678 2862 1948 1243 899 835 2767 199 705 2653 174 104 730 726 365 208 139 275 2479 636 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=0 split_feature=33 13 32 31 125 243 79 9 130 49 70 11 242 242 47 24 38 42 166 242 13 207 31 13 240 7 50 198 76 243 split_gain=21.7212 27.6384 20.695 19.8917 17.3933 18.4525 16.7002 26.3211 27.2541 19.8079 19.2606 18.1398 28.372 25.6699 24.554 20.7363 20.8637 19.4298 19.75 17.9029 17.8521 16.3045 15.8086 23.4518 22.3786 15.0788 14.8224 14.6171 15.0665 14.2361 threshold=0.67144732139725705 -5038.4999999999991 0.24546903361927644 0.20024914172550759 1.0000000180025095e-35 0.077658826630684422 2.5000000000000004 0.029709000000000003 1.0000000180025095e-35 0.0077000000000000011 0.39585000000000009 -4754.4999999999991 0.14691250000000003 0.053664285714285657 0.039650000000000012 15.500000000000002 0.089950000000000016 0.090200000000000016 1.0000000180025095e-35 0.06666969696969692 -4225.4999999999991 1.0000000180025095e-35 0.49572018067513152 -4843.4999999999991 0.30943444332200448 24754.500000000004 0.97345000000000004 1.0000000180025095e-35 0.039750000000000008 0.048563143035534856 decision_type=10 2 8 8 2 2 10 2 2 8 10 10 2 2 8 2 10 8 2 2 2 2 8 2 2 2 8 2 8 2 left_child=1 -1 26 -4 5 29 7 10 20 -8 11 12 13 -5 -14 16 27 -17 19 -19 -9 -11 24 -24 -10 -26 -3 -13 -29 -2 right_child=4 2 3 6 -6 -7 9 8 22 21 -12 15 14 -15 -16 17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.049308625863980389 -0.018707333466995876 -0.05452360485302328 0.02534286935250641 0.041869430017236066 -0.052452695192463678 -0.055453073503083587 -0.061153839262303548 -0.074561883735950088 -0.089406941439548943 0.016931180039646009 -0.076995387234235824 0.011032863087976956 0.025127921683253548 -0.069271805451719154 -0.025753780639152426 0.046054115194249678 -0.080800920306495938 0.035355977103550075 0.076572652263203103 -0.061489478192482107 0.0082263144190181138 -0.024063800570953531 0.047946119171567783 -0.070093356897519277 -0.057207816424190698 0.055029275201109784 0.018089939942192452 0.043483532950274628 -0.07025000134473651 0.012224942897033762 leaf_weight=25.61642936244607 76.355348758399487 7.2347876429557791 73.16298496723175 6.157013911753892 27.583400536328554 19.424493242055178 9.5350575372576696 7.3467480167746535 6.1219689697027233 215.33788838237524 8.2219652049243432 420.2143422216177 45.380387935787439 33.262084137648344 49.653500407934189 8.0389194712042791 6.51925329491496 5.5266595818102351 3.4371936693787566 34.949926655739546 57.286291021853685 27.332788728177547 4.6031567789614192 49.001402758061886 4.1330133043229571 10.844182573258875 245.70771598815918 3.988038927316663 10.790914665907621 72.530504912137985 leaf_count=215 602 44 185 20 365 209 76 78 58 832 83 1747 194 320 331 29 61 16 4 299 288 152 16 521 30 24 689 11 94 407 internal_value=-6.98534e-05 0.0021427 0.00311627 0.000152969 -0.0156498 -0.00961837 -0.00164036 -0.00527527 -0.0249578 0.00953622 -0.000964114 3.14395e-05 -0.0162494 -0.0519122 -0.00145685 0.00446744 0.00798337 -0.0254122 -0.0384949 -0.0482662 -0.00118411 0.0123138 -0.0455266 -0.059957 -0.00886479 0.024057 0.016013 0.00931398 -0.0395595 -0.00363852 internal_weight=1575.3 1379.4 1353.79 1100.85 195.894 168.31 1027.68 775.477 139.337 252.206 636.14 627.918 134.453 39.4191 95.0339 493.465 441.513 51.9527 43.9138 40.4766 64.633 242.671 74.7037 53.6046 21.0992 14.9772 252.943 434.993 14.779 148.886 internal_count=8000 6417 6202 5469 1583 1218 5284 4224 1015 1060 3209 3126 865 340 525 2261 1913 348 319 315 366 984 649 537 112 54 733 1852 105 1009 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=0 split_feature=31 11 239 33 73 14 625 12 33 242 33 59 36 11 24 487 66 129 11 7 0 47 241 33 11 33 5 5 631 44 split_gain=20.5009 19.6464 33.1979 21.3352 19.8857 17.3619 16.8738 16.673 18.3124 17.8797 16.0422 15.8806 15.9768 15.866 15.9518 15.563 15.3724 15.3045 15.1457 15.7915 25.7212 35.8901 27.1101 17.2427 15.1137 18.6356 18.2779 15.4979 14.5337 14.4859 threshold=0.41329823240608671 -3260.4999999999995 0.23365822317897372 0.34496990492100627 0.04445000000000001 13.500000000000002 11810.317500000003 -6635.4999999999991 0.47674953178598795 0.16597428571428571 0.75640453281376041 0.02775 0.99525000000000008 -479.49999999999994 11.500000000000002 1.0000000180025095e-35 0.08235000000000002 1.0000000180025095e-35 -9666.4999999999982 21152.250000000004 104156.00000000001 0.031500000000000007 26280.000000000004 0.15616460085750158 -262.49999999999994 0.35151790798733135 116100.00000000001 249608.25000000003 -79.499999999999986 0.077600000000000016 decision_type=10 10 8 8 8 8 10 2 10 2 10 10 10 10 2 8 10 2 8 2 2 10 2 8 10 8 2 2 8 8 left_child=1 2 -1 -3 10 7 15 -6 9 -9 -4 13 24 14 17 -5 18 -2 -7 20 -20 22 -22 -24 25 -13 -27 -28 -21 -17 right_child=11 3 4 6 5 16 -8 8 -10 -11 -12 12 -14 -15 -16 29 -18 -19 19 28 21 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.063162059066625142 -0.046625770861431493 0.018741197803217837 -0.059473001666203777 -0.077626190913352766 -0.079497800978575339 -0.074787133511815887 -0.081505326740098194 -0.054976677889191361 -0.06857196113778595 0.041954479909752852 0.040136954796542695 0.022349963782810879 -0.07167244508662643 -0.072650933643736357 -0.0032340549720485494 -0.017707127142304734 -0.074302155220405938 0.030772740425959167 0.017855631967406214 -0.0387443533776963 0.029735929138589159 0.050331484805188759 0.025578910570314028 -0.081977383925608965 0.050109742621829149 -0.067903536810940551 0.0035918371659701565 -0.063006433100494794 0.02204534867550809 0.0063198895836516361 leaf_weight=24.299303978681564 52.767563704401255 266.52782005444169 23.936185695230964 5.9863725677132607 11.761959273368118 5.5762059837579727 6.0262353494763365 6.6933374591171768 9.4851710610091668 16.448924504220486 4.8632574938237658 49.264559734612703 7.4780208095908156 14.506014447659252 80.839793108403683 71.403749369084835 5.9658569544553748 7.2664962746202937 55.752710249274969 10.495393779128788 8.5502817630767805 11.071308884769676 4.2228380367159835 31.688160534948111 15.414646372199057 14.270710360258816 61.178386125713587 10.190550487488506 155.62253987789154 516.51791626214981 leaf_count=224 481 741 215 58 125 67 58 52 108 40 23 157 89 141 555 437 63 34 242 74 26 27 10 302 47 162 434 135 626 2247 internal_value=-7.15845e-05 0.00278856 -0.00658688 0.00696991 -0.00279067 0.000653284 0.00174038 -0.0284604 -0.0100617 0.0139195 -0.0426522 -0.0115139 -0.000341211 -0.0228603 -0.0177333 0.00258505 0.00512589 -0.0372575 0.00680041 0.00844044 -0.00613478 -0.0302203 -0.0502785 -0.0693296 0.00320736 -0.00215188 -0.0162467 -0.00591752 0.0182046 0.00340178 internal_weight=1566.07 1252.9 386.433 866.462 362.134 333.335 599.934 44.3894 32.6274 23.1423 28.7994 313.177 157.797 155.38 140.874 593.908 288.945 60.0341 282.979 277.403 111.285 55.5326 44.4613 35.911 150.319 134.904 85.6396 71.3689 166.118 587.922 internal_count=8000 5765 2224 3541 2000 1762 2800 325 200 92 238 2235 1024 1211 1070 2742 1437 515 1374 1307 607 365 338 312 935 888 731 569 700 2684 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=0 split_feature=125 81 243 12 243 108 13 242 239 21 230 632 7 32 9 240 55 32 57 243 31 33 5 57 242 240 241 79 13 31 split_gain=20.1777 24.9314 22.7324 26.3628 23.4916 27.9091 21.4326 20.6868 20.0554 23.2336 19.9677 19.8971 19.9036 23.4765 19.3044 23.4456 19.7088 19.2254 18.3713 17.7243 22.6605 17.3558 17.2262 26.1371 18.0895 17.316 21.6167 19.2191 17.5089 17.0546 threshold=1.0000000180025095e-35 -2823.4999999999995 0.045050865919936109 -12376.499999999998 0.095120166804955705 1.0000000180025095e-35 -4261.4999999999991 0.17081176470588239 0.03914712056103941 1.5000000000000002 1.0000000180025095e-35 -1806.7499999999998 57847.500000000007 0.24546903361927644 0.0071969999999999508 0.3613289021342968 0.35415000000000002 0.53198595042860786 0.025950000000000004 0.051268820681981457 0.26694003402844496 0.66665633194274687 97875.000000000015 0.077550000000000022 0.32816904761904758 0.18184936133947224 42017.250000000007 1.0000000180025095e-35 -4285.9999999999991 0.41329823240608671 decision_type=2 2 2 2 2 2 2 2 8 2 2 8 2 8 2 2 8 8 10 2 8 10 2 8 2 2 2 10 2 10 left_child=1 -1 6 -4 5 14 11 17 -6 18 21 -3 13 -13 -5 16 -16 19 -10 -2 -21 -9 23 -7 -24 -25 27 28 -27 -8 right_child=7 2 3 4 8 22 29 10 9 -11 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 24 25 -26 26 -28 -29 -30 -31 leaf_value=-0.070252575739796527 0.0099760291159617237 0.050363298353309986 -0.072821206502729705 0.034685499439479829 0.024954017545130078 0.030284728127108404 0.0052426675268415724 0.0029930739417321378 -0.037006828258084705 -0.058068464883232168 0.06488081702521338 0.011406755852060226 0.051029257432700037 -0.05539662458431785 -0.074047147595810742 -0.045038077630268285 0.034813806994593903 -0.041955069263141041 0.04964756138480339 0.028464363568648579 -0.076751072996620928 -0.061337063601580227 0.020292079522773829 0.015132395266433405 -0.043663583354008779 0.0049828211313218199 -0.074119556360184927 0.018413392976717263 -0.11113996504337781 -0.024366647125530147 leaf_weight=11.643351100385187 51.251755598932505 7.5296717844903469 9.9936214648187143 16.5980334430933 21.142150066792965 42.539813138544559 261.83876799046993 101.73772522434592 12.458224009722473 34.732699871063232 11.733197066932915 16.679017700254917 6.3083087354898444 62.184412639588118 5.1781974323093918 49.685736630111933 21.097772926092148 78.186765290796757 12.015576068311928 7.5777981281280544 15.761328455060719 11.689353343099354 534.0849753767252 26.812534231692553 11.290014587342737 5.9869812950491887 20.820669256150723 22.2274569272995 7.0905859768390656 59.725112143903971 leaf_count=139 217 20 108 54 81 139 1207 558 97 327 28 62 20 586 53 359 67 798 34 19 141 165 1775 94 75 27 154 75 62 459 internal_value=-7.32671e-05 0.00257892 0.00324768 0.00791107 0.00886727 0.0115739 -0.00636305 -0.0122843 -0.0168489 -0.0317764 0.00278665 -0.0275446 -0.0344321 -0.0412682 -0.0141636 -0.0248373 0.0133606 -0.0246309 0.00553672 -0.00647147 -0.0425895 -0.00363654 0.015125 -0.00157882 0.0189681 -0.0179219 -0.0337127 -0.00988337 -0.0579783 -0.000256767 internal_weight=1557.6 1279.66 1268.02 853.755 843.761 763.413 414.265 277.938 80.3487 59.2065 125.16 92.7014 85.1717 78.8634 92.5597 75.9617 26.276 152.778 24.4738 74.5909 23.3391 113.427 670.853 125.478 545.375 82.9382 56.1257 35.305 13.0776 321.564 internal_count=8000 6074 5935 3581 3473 2934 2354 1926 539 458 751 688 668 648 533 479 120 1175 131 377 160 723 2401 551 1850 412 318 164 89 1666 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=31 num_cat=0 split_feature=12 125 81 243 243 108 13 242 632 32 83 239 21 230 32 241 5 35 5 43 57 242 33 243 31 31 32 31 12 151 split_gain=18.656 18.7353 23.3153 20.8797 21.6424 25.0597 20.3042 19.1209 18.9844 19.6637 18.6339 18.5867 21.4657 18.466 17.8253 17.8166 17.6797 16.8121 16.4376 24.8842 16.4162 16.2998 16.2839 15.9884 20.7349 15.2532 15.3098 15.1788 33.8303 16.8702 threshold=-12884.999999999998 1.0000000180025095e-35 -2823.4999999999995 0.045050865919936109 0.095120166804955705 1.0000000180025095e-35 -4261.4999999999991 0.17081176470588239 -1806.7499999999998 0.24546903361927644 1.0000000180025095e-35 0.03914712056103941 1.5000000000000002 1.0000000180025095e-35 0.53198595042860786 110812.50000000001 57748.500000000007 0.08235000000000002 97875.000000000015 0.021350000000000004 0.025950000000000004 0.32816904761904758 0.66665633194274687 0.051268820681981457 0.26694003402844496 0.51160480388133922 0.62856487531100846 0.41329823240608671 -8961.4999999999982 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 8 8 2 8 2 2 8 2 2 10 2 8 10 2 10 2 8 10 10 10 2 2 left_child=16 2 -2 6 5 10 8 14 -4 -10 17 -6 20 22 23 -16 -1 -5 19 -7 -13 -20 -9 -3 -25 26 -21 -8 -29 -30 right_child=1 7 3 4 11 18 27 13 9 -11 -12 12 -14 -15 15 -17 -18 -19 21 25 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.045256368183187526 -0.069637234010315879 0.0097242874718302778 0.049711859039121287 -0.013011005558480946 0.023715330341557331 0.045329445327181979 0.0055142193956214209 0.0033231736095121916 0.014961512357396053 -0.046670269959091383 0.054149223206111367 -0.035633603491640027 -0.05650358166979811 0.063549928052355598 -0.069296365289790926 -0.02011212200480883 -0.073254563961317951 -0.083942483779139987 0.019238003507996482 0.00014569368025560466 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0.00824422 0.0108416 -0.00559202 -0.011319 -0.0269773 -0.0340877 -0.0136013 -0.0165027 -0.0309526 0.0032391 -0.0233295 -0.0403072 -0.048933 -0.0210611 0.0142061 -0.00206823 0.00475281 0.0179769 -0.00295448 -0.00580766 -0.0407165 -0.0124876 -0.00709404 0.00029342 -0.0226888 -0.0473234 internal_weight=1548.66 1529.37 1255.98 1245.07 841.765 761.808 403.302 273.389 87.0386 79.6534 92.1733 79.9569 58.8226 123.588 149.802 76.0822 19.294 83.031 669.635 125.97 24.5358 543.665 112.078 73.7196 22.7001 103.268 95.7271 316.263 58.5451 41.2265 internal_count=8000 7807 5914 5782 3497 2951 2285 1893 658 639 534 546 465 737 1156 784 193 512 2417 560 134 1857 711 372 157 500 424 1627 448 377 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=0 split_feature=33 13 673 125 59 12 36 51 24 32 613 81 33 31 243 240 64 241 33 13 148 163 77 107 81 5 59 9 11 48 split_gain=17.9118 19.0036 27.8711 23.0517 22.4471 21.6978 19.6331 24.5243 19.0666 21.9851 25.0658 18.4715 21.5406 17.0183 26.1964 16.9962 16.7697 15.9275 15.4882 18.5811 18.2783 17.3665 15.429 20.2418 19.7789 19.4643 15.2877 14.8611 22.3354 17.9604 threshold=0.14509547980217227 -803.49999999999989 6786.9225000000015 1.0000000180025095e-35 0.071950000000000014 -11860.499999999998 0.97735000000000005 0.76805000000000012 16.500000000000004 0.24993914863111408 1.5000000000000002 -1371.4999999999998 0.44807042557647964 0.21830832302890071 0.040866760987050006 0.26994305403119884 0.98335000000000006 73233.000000000015 0.65859466613833262 -5038.4999999999991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 -1.0000000180025095e-35 269550.00000000006 0.072950000000000015 0.031042000000000004 -2051.4999999999995 0.13395000000000004 decision_type=8 2 8 2 10 2 10 8 2 8 8 2 8 10 2 2 10 2 10 2 2 2 10 10 2 2 10 2 8 10 left_child=-1 2 -2 5 13 -4 -3 -8 18 -10 -11 -6 -13 14 -5 -16 -9 -17 19 -7 21 22 23 -20 25 -24 -14 -21 -29 -30 right_child=1 6 3 4 11 8 7 16 9 10 -12 12 26 -15 15 17 -18 -19 20 27 -22 -23 24 -25 -26 -27 -28 28 29 -31 leaf_value=0.019097128870779669 -0.079540706952092394 0.021681798284646295 -0.04125180842345455 -0.075735063519477133 0.028276491549597462 -0.050807676545319327 -0.088072521783055246 0.035865456022974751 0.029999795095897758 0.055287151650405923 -0.061371211618594372 0.014680718298020014 0.047450957794923601 -0.057661218501895345 0.032814779739377617 -0.08361126348209591 -0.025221014536624616 -0.0054067987877035907 0.029410814677695046 0.0089670978457860456 -0.057944984824523663 -0.064408244318066396 -0.066263555066232813 -0.047248788003703523 0.027385973657462061 0.045278419105504744 -0.066044640098872717 -0.064087735473769211 -0.016141604638059335 0.043763735527666547 leaf_weight=112.88532641530037 12.079238723963499 151.87754639610648 31.050246756523848 15.600822243839501 35.785867635160685 14.357879459857939 9.1254168823361379 20.104020562022924 12.460292063653467 5.3032182566821575 34.952308174222708 24.586489595472813 3.4255791343748596 43.383417800068855 21.279990177601576 8.4410558827221376 25.467322554439306 28.469133201986551 52.148111138492823 692.14906178414822 19.244152329862118 11.199395801872013 22.700924929231409 10.314220789819954 13.231047369539736 4.7252399884164324 22.16560117714107 17.283918771892786 46.376145470887423 17.134734585881233 leaf_count=294 124 537 275 179 179 118 86 62 32 12 349 104 9 518 76 85 171 169 246 2826 199 140 253 97 61 23 292 176 265 43 internal_value=-7.55156e-05 -0.00159282 -0.00396774 -0.00321191 -0.0185735 -0.000105762 0.0124314 -0.0132544 0.0012065 -0.0280383 -0.0460028 0.000831445 -0.0187419 -0.0328098 -0.018199 -0.0027736 0.00172758 -0.0232915 0.00288065 0.00555147 -0.0128628 -0.00527381 0.00114854 0.0167522 -0.0228237 -0.047046 -0.0508524 0.00659838 -0.0136939 2.03837e-05 internal_weight=1539.31 1426.42 1219.85 1207.77 203.138 1004.63 206.574 54.6968 973.581 52.7158 40.2555 85.9635 50.1777 117.174 73.791 58.1902 45.5713 36.9102 920.865 787.302 133.563 114.319 103.12 62.4623 40.6572 27.4262 25.5912 772.944 80.7948 63.5109 internal_count=8000 7706 6850 6726 1611 5115 856 319 4840 393 361 584 405 1027 509 330 233 254 4447 3428 1019 820 680 343 337 276 301 3310 484 308 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=0 split_feature=32 33 31 534 11 5 207 179 54 33 625 43 242 204 21 242 107 239 43 13 240 11 33 0 33 125 5 242 52 57 split_gain=17.2969 16.5216 14.8343 17.4582 15.5013 14.2752 20.4703 14.2271 15.9138 26.4478 25.9573 19.2338 18.3949 15.0676 17.7539 15.1291 14.0034 13.0944 24.5621 20.2739 21.8985 18.0699 15.6434 14.5373 15.5236 14.6737 22.0953 14.472 22.0243 23.1117 threshold=0.093418472625969654 0.68404824505613304 0.20914414159772385 3149.8875000000003 -113.49999999999999 97875.000000000015 1.0000000180025095e-35 1.0000000180025095e-35 0.12065000000000002 0.73592184852148013 8025.5700000000006 1.0000000180025095e-35 0.22272111111111112 1.0000000180025095e-35 1.5000000000000002 0.31931666666666675 1.0000000180025095e-35 0.041673363445299962 0.0082500000000000021 -4243.4999999999991 0.65106995557475511 -498.49999999999994 0.26294789218207787 110129.50000000001 0.23988384837774554 1.0000000180025095e-35 154800.00000000003 0.17081176470588239 0.039850000000000003 0.036350000000000007 decision_type=8 10 8 10 10 2 2 2 8 10 10 8 2 2 2 2 10 8 8 2 2 10 8 2 10 2 2 2 8 8 left_child=-1 2 5 4 17 6 -2 8 9 -3 11 -10 -11 14 15 16 -13 19 22 20 -4 27 -19 25 -25 -21 -27 28 -20 -30 right_child=1 7 3 -5 -6 -7 -8 -9 10 12 -12 13 -14 -15 -16 -17 -18 18 21 23 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.020578572140936686 -0.12400850834013344 -0.064520951456617792 -0.063888296854560309 -0.063023926502281724 -0.08865110245299189 0.025938369205233975 0.028873312482621285 0.087360462717797516 0.044933772298927505 0.043240882560489906 0.038177337073176901 0.029329371588459663 -0.062756421825843775 0.042534050740815961 -0.061986780617185711 0.057200939191007688 -0.066575818049160393 0.0089425341985976438 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internal_value=-7.8588e-05 -0.00144706 0.000438525 -0.0010753 -0.000480024 0.0196233 -0.0408878 -0.0167157 -0.0188829 0.00676685 -0.0289235 -0.0376346 0.0281089 -0.0435612 -0.0483334 -0.0109105 -0.0348247 -0.000105098 -0.00264229 0.0109479 -0.030306 -0.00110321 -0.044666 0.0165854 -0.0207051 0.0216685 -0.0130481 -0.000632974 -0.00690227 -0.00241383 internal_weight=1529.69 1434.65 1276.95 1183.56 1172.29 93.3919 8.82554 157.695 154.478 43.4589 111.019 98.2629 33.4459 91.6822 86.8672 23.2208 17.1866 1167.33 949.398 217.933 26.2011 915.855 33.5425 191.732 23.0001 168.732 25.7858 911.768 458.06 392.31 internal_count=8000 7744 6341 6083 5981 258 45 1403 1398 319 1079 1024 189 989 962 200 182 5936 5055 881 181 4759 296 700 124 576 160 4721 2563 2066 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=0 split_feature=12 5 78 32 33 241 31 7 11 14 0 130 239 626 9 9 31 618 12 33 7 5 63 59 9 10 31 7 24 139 split_gain=15.922 16.9047 16.034 19.2124 17.46 18.0468 19.2928 16.1168 19.2865 21.7094 20.4927 15.5101 20.6321 14.9475 19.3084 17.6617 16.8573 16.3904 14.8623 18.1285 20.7329 17.9397 17.9298 14.7136 14.5632 14.4239 14.4083 13.4741 13.451 15.2368 threshold=-12884.999999999998 57748.500000000007 1.0000000180025095e-35 0.54640218555227649 0.496567359222502 156662.25000000003 0.38232188279332696 13511.250000000002 -3103.9999999999995 9.5000000000000018 106656.50000000001 1.0000000180025095e-35 0.40931851639270206 10370.992500000002 0.010089500000000001 0.023705000000000004 0.32075984855464151 1.9706621701069402 -2190.4999999999995 0.5217974581655247 31632.750000000004 90144.000000000015 0.062550000000000008 0.28510000000000008 0.0051140000000000014 -16181.499999999998 0.51442268965354476 45501.750000000007 8.5000000000000018 1.0000000180025095e-35 decision_type=2 2 10 10 10 2 8 2 8 8 2 2 10 8 2 2 8 8 2 8 2 2 10 10 2 2 10 2 2 2 left_child=1 -1 3 7 27 6 -6 11 9 -9 -11 12 28 14 -5 17 -17 -15 21 -20 -21 22 -18 -23 -8 26 -12 -4 -2 -30 right_child=2 -3 4 13 5 -7 24 8 -10 10 25 -13 -14 15 -16 16 18 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.045219304059650661 0.0030438167575879359 -0.071488530684002807 0.023779600572552656 -0.076418211965028543 0.03643290887294897 0.044198544603758022 0.039041790362076771 -0.087439420268735885 0.010145062551410605 -0.035282598660084395 -0.069863950599837563 0.0027092464637322542 0.068447933545359746 -0.075501917735606161 0.033565964134367375 0.012318361129429517 -0.035254883879361876 -0.0021639216736428651 -0.052795653702703338 0.033195100314555602 -0.0646382692285839 -0.057899773005811596 0.05968277480034262 0.0089858865335685611 -0.060914824205801965 0.036616074956599166 0.036081277528694139 -0.034217144985216372 -0.074964213222992584 0.0040001123150553309 leaf_weight=3.9542979039251831 11.898670077323912 14.408273462206123 164.44003296270967 4.5131380520761004 8.8508707582950574 10.807310070842503 4.2193866223096874 9.3147083260118944 543.38981166854501 34.295086227357388 7.8191740177571756 66.476685628294945 4.5318287722766391 7.8172523193061352 34.457832828164101 27.6424755230546 13.107895556837322 299.70667611435056 14.998673137277363 26.694713536649942 6.7934740968048564 76.300143426284194 8.0136982910335046 9.2153562158346158 26.719687357544899 28.853501111268997 5.4431316033005714 10.664045367389916 28.731973614543676 7.7587096765637389 leaf_count=13 51 180 473 47 28 42 16 93 2034 224 63 310 8 85 123 108 118 1948 129 135 90 891 28 60 279 85 19 60 229 31 internal_value=-7.89758e-05 -0.046356 0.000486225 -0.00168389 0.012772 -0.0130988 -0.0286613 0.00347159 0.00666785 -0.0153732 -0.00658808 -0.0133698 -0.0335673 -0.00897508 0.020829 -0.0113441 -0.0236539 -0.00402817 -0.030064 -0.00711223 0.0133484 -0.0404999 0.000765208 -0.050692 -0.047283 0.016778 -0.0263818 0.0202475 -0.0431214 -0.0581747 internal_weight=1521.84 18.3626 1503.48 1277.77 225.701 50.5973 39.7899 748.513 629.115 85.7256 76.4109 119.398 52.9212 529.261 38.971 490.29 182.766 307.524 155.124 48.4869 33.4882 106.637 21.1216 85.5155 30.9391 42.1158 13.2623 175.104 48.3894 36.4907 internal_count=8000 193 7807 6909 898 365 323 3147 2518 484 391 629 319 3762 170 3592 1559 2033 1451 354 225 1097 146 951 295 167 82 533 311 260 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=0 split_feature=33 13 673 125 59 12 36 51 24 32 613 81 33 31 243 6 240 241 193 81 59 37 33 148 163 13 83 79 239 8 split_gain=15.6303 16.6579 25.7609 19.9352 20.5501 18.6831 17.3473 22.2127 17.318 19.6052 22.1457 16.388 19.8379 15.8602 24.3804 15.3017 15.0272 14.8212 14.4934 14.2411 14.026 13.3868 13.3265 16.8202 16.2304 16.1739 14.2326 23.2743 30.3443 17.4817 threshold=0.14509547980217227 -803.49999999999989 6786.9225000000015 1.0000000180025095e-35 0.071950000000000014 -11860.499999999998 0.97735000000000005 0.76805000000000012 16.500000000000004 0.24993914863111408 1.5000000000000002 -1371.4999999999998 0.44807042557647964 0.21830832302890071 0.040866760987050006 834714.00000000012 0.26994305403119884 73233.000000000015 1.0000000180025095e-35 -1921.4999999999998 0.072950000000000015 0.67700000000000016 0.65859466613833262 1.0000000180025095e-35 1.0000000180025095e-35 -5038.4999999999991 1.0000000180025095e-35 2.5000000000000004 0.11543915952934872 915750.00000000012 decision_type=8 2 8 2 10 2 10 8 2 8 8 2 8 10 2 2 2 2 2 2 10 8 10 2 2 2 2 8 8 8 left_child=-1 2 -2 5 13 -4 19 -8 18 -10 -11 -6 -13 14 -5 -9 -16 -18 22 -3 -14 -12 25 24 -24 -7 27 -27 -29 -28 right_child=1 6 3 4 11 8 7 15 9 10 21 12 20 -15 16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 29 28 -30 -31 leaf_value=0.017981926838770309 -0.077914809642358959 -0.044939511001972222 -0.039024858564384854 -0.074496404596487917 0.027022462323233978 -0.047592017868009338 -0.085123299074060535 0.012572907133663226 0.027938256699042343 0.051629695131700064 0.014912556412110471 0.014218414364182566 0.045164630903700376 -0.056058915123489574 0.031192220069995627 -0.07593259538263504 -0.081485741959768973 -0.0047770225296960914 -0.045476536095195523 0.024080913451035801 -0.064976184021255934 -0.072900960352225194 0.0021899407020845459 -0.055904002505343733 -0.063219465637119429 -0.017792004966098143 0.012964494702727231 -0.067552783462408311 0.038044253223907316 -0.023078949545459151 leaf_weight=111.00230164080858 11.596586294472216 7.8886558152735224 29.952010367065668 14.774122796952723 35.500586051493883 13.829497948288916 8.8357798270881158 39.376016203314066 12.221690721809862 5.1716137602925301 5.1205083690583697 24.319999322295189 3.3554875440895584 41.44376852363348 21.007605873048306 5.5750472657382479 8.1151238307356817 28.106461431831121 15.369470264762638 142.04418077692389 20.859673010185361 28.473745003342628 99.381365373730659 18.236281052231789 10.484506715089081 120.00610742717981 543.34078671783209 8.0197719335556013 44.847956828773022 35.86160721629858 leaf_count=294 124 68 275 179 179 116 86 172 32 12 32 104 9 518 76 61 85 169 110 469 292 317 668 198 140 695 2075 57 130 258 internal_value=-7.96302e-05 -0.0015085 -0.00375377 -0.00302973 -0.0175352 -0.000137143 0.0117105 -0.0126497 0.00107569 -0.02728 -0.0446887 0.00120511 -0.0176787 -0.031417 -0.0172336 0.00159603 -0.00245082 -0.0219629 0.00266556 0.0204494 -0.049714 -0.0595162 0.0034932 -0.0114336 -0.00405208 0.00598979 0.00697508 -0.00561508 0.0220257 0.0107328 internal_weight=1514.12 1403.12 1199.4 1187.8 197.483 990.317 203.72 53.7868 960.365 50.9876 38.7659 84.0357 48.5352 113.447 72.0033 44.9511 57.2292 36.2216 909.377 149.933 24.2152 33.5943 894.008 128.102 109.866 765.906 752.076 172.874 52.8677 579.202 internal_count=8000 7706 6850 6726 1611 5115 856 319 4840 393 361 584 405 1027 509 233 330 254 4447 537 301 349 4337 1006 808 3331 3215 882 187 2333 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=0 split_feature=32 33 81 59 33 179 627 31 32 132 7 31 534 11 5 207 57 33 83 0 0 243 6 624 12 627 6 32 79 9 split_gain=14.9905 13.9057 17.4266 20.464 19.3971 16.4145 15.9366 15.8946 13.5331 13.19 15.1729 12.2407 15.772 14.2992 12.6979 17.9834 11.696 18.6392 17.9396 13.7956 14.8389 11.5504 16.6919 15.4697 19.073 13.7829 12.2686 17.6409 11.3122 17.4537 threshold=0.093418472625969654 0.69332585501323363 -756.49999999999989 0.06975000000000002 0.73592184852148013 1.0000000180025095e-35 4848.255000000001 0.54013605328871872 0.65940863198499422 1.0000000180025095e-35 30476.250000000004 0.20914414159772385 3149.8875000000003 -113.49999999999999 97875.000000000015 1.0000000180025095e-35 0.0081500000000000027 0.34823673913772318 1.0000000180025095e-35 104496.50000000001 109056.00000000001 0.098038461538461519 127721.25000000001 5851.3500000000013 -618.99999999999989 326.58750000000003 115841.25000000001 0.70524790515219404 2.5000000000000004 0.019394999999999954 decision_type=8 10 2 8 10 2 8 8 10 2 2 8 10 10 2 2 8 10 2 2 2 2 2 8 2 8 2 10 10 2 left_child=-1 11 7 4 -4 6 -5 8 -3 -8 -11 14 13 16 15 -2 17 18 -13 -20 -21 25 26 -24 -25 -18 27 -23 -27 -30 right_child=1 2 3 5 -6 -7 9 -9 -10 10 -12 12 -14 -15 -16 -17 21 -19 19 20 -22 22 23 24 -26 28 -28 -29 29 -31 leaf_value=0.019329650299917022 -0.11685787473662915 -0.03667155223030584 -0.067144668394462079 0.054988907773574007 0.04929614740171457 0.093589214472967225 -0.05194020257780399 -0.052751602598684472 0.051781318510572577 -0.065575570838220909 0.069769229962775361 -0.082281202381605301 -0.060547089842362005 -0.085329801200432639 0.023925276678561487 0.027000850222434397 -0.081709391204446216 -0.06631302622163035 0.039185726128050616 -0.090747170027206114 0.017190347612763137 -0.052737080871147118 0.055921709791217661 -0.070483889638008265 0.024273613245066675 -0.00039628092302174003 0.057779375699520553 0.072570456655782198 -0.002940952502765588 0.023371305462977873 leaf_weight=93.295933336019516 4.0366051122546178 9.4464445263147372 4.1779951266944435 5.2232108302414417 24.845781810581684 2.9811631441116324 33.318013351410627 43.222668806090951 7.9749028645455828 3.3877930082380754 5.3264523670077324 6.0350006446242324 11.047636497765778 4.9494033530354491 82.916862528771162 4.7039421647787094 4.8742365092039108 16.934542953968048 18.79488014057279 5.4458238780498487 7.6671488024294376 9.789483059197666 3.7038285732269287 26.880639865994453 6.6178427189588538 788.5922891125083 9.2226717323064786 3.9387905597686759 113.17899446934462 142.22234759479761 leaf_count=256 34 94 51 14 91 2 391 575 32 42 12 60 104 47 215 11 49 215 49 54 27 90 10 283 30 4085 20 13 523 521 internal_value=-8.13774e-05 -0.00136443 -0.0163262 -0.00089053 0.0325344 -0.0202015 -0.0273801 -0.0365004 0.00381918 -0.0376158 0.0171519 0.000281768 -0.00108554 -0.000523528 0.017883 -0.0394367 -0.000162895 -0.0226951 -0.0032277 0.0117244 -0.0276362 0.000952061 -0.0203553 -0.0410428 -0.0517639 0.00217405 0.0131782 -0.016785 0.00256569 0.0117112 internal_weight=1504.75 1411.46 139.904 79.2604 29.0238 50.2366 47.2555 60.644 17.4213 42.0323 8.71425 1271.55 1179.9 1168.85 91.6574 8.74055 1163.9 54.8774 37.9429 31.9079 13.113 1109.02 60.1533 37.2023 33.4985 1048.87 22.9509 13.7283 1043.99 255.401 internal_count=8000 7744 1304 603 142 461 459 701 126 445 54 6440 6180 6076 260 45 6029 405 190 130 81 5624 446 323 313 5178 123 103 5129 1044 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=31 num_cat=0 split_feature=243 243 240 9 11 79 32 12 13 66 239 54 50 33 81 14 43 240 31 7 136 242 40 10 33 81 33 33 13 37 split_gain=14.0526 22.8125 22.4576 18.7176 22.3452 16.9187 18.962 16.2339 15.6219 15.481 19.3842 14.9466 18.6395 24.1126 15.9711 15.371 21.4147 31.464 17.8185 14.9137 14.3195 13.6521 13.4287 13.1557 16.9102 18.1693 13.3151 12.1119 21.1116 19.4935 threshold=0.046336771124979505 0.048934534346103009 0.25906530962480728 0.031042000000000004 -332.49999999999994 2.5000000000000004 0.2229333663240666 -12376.499999999998 -4225.4999999999991 0.0086500000000000014 0.13776829100367233 0.086200000000000013 0.98585000000000012 0.70545576647499264 -2137.4999999999995 20.500000000000004 0.030550000000000004 0.24000192003072052 0.49784709694548929 65972.250000000015 1.0000000180025095e-35 0.18204999999999996 0.14570000000000002 -19047.999999999996 0.52539569308654566 -353.49999999999994 0.62376832935934801 0.3850607426650855 -4345.4999999999991 0.96940000000000015 decision_type=2 2 2 2 10 10 8 2 2 8 8 8 8 10 2 8 8 2 10 2 2 2 10 2 10 2 10 10 2 8 left_child=2 27 11 7 5 6 -5 -3 -4 10 -9 20 -13 14 -14 16 -16 -18 22 -11 -1 -7 23 24 25 -17 -25 -2 -29 -30 right_child=1 3 8 4 -6 21 -8 9 -10 19 -12 12 13 -15 15 18 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 29 -31 leaf_value=-0.039390370033271532 0.029679782459357724 -0.070102521611296834 -0.065189441956382099 0.023522151514763903 0.024181419148536838 0.024733483507703602 -0.058832334321278025 -0.0038051982833083395 -0.017522435556857348 0.0059853460615247843 -0.082026147371674588 0.017406981016676534 -0.056208854868056081 -0.064171350326059223 0.05160818460703484 0.034719133386382328 -0.065513035488944008 0.052936457541455317 -0.030551508967845642 -0.076499480997779146 0.046066755145900605 -0.077493900742911168 -0.057121340399732802 0.020096559343325743 -0.069971966757599272 -0.060145068965351316 0.067692663645617199 -0.077038519332163866 -0.067084868543819093 0.023609108744888019 leaf_weight=38.692530617117882 111.79303501546383 7.5665101725608102 21.038095500320196 8.1563965454697591 21.986078843474388 17.15694530308247 48.8573975302279 25.760369315743446 93.934747610241175 655.73783220350742 11.436646196991203 129.03951837681234 12.674410212785004 16.724934969097376 7.4943751506507388 21.501620922237635 27.74326304346323 7.0263499952852717 24.124241642653942 5.5261573977768412 5.6130831614136687 4.0337653607130042 5.962373334914445 70.925859570503235 7.9934433363378039 6.5958487764000919 18.533721525222063 7.3981399089097968 6.7270226255059233 49.681139927357435 leaf_count=350 276 90 252 24 75 77 519 124 645 2987 123 622 127 215 17 67 258 18 205 62 19 43 49 255 83 47 39 77 76 179 internal_value=-8.17048e-05 0.00342842 -0.00676553 -0.000128519 -0.0203525 -0.0328725 -0.0470507 0.00274141 -0.0262447 0.00353054 -0.0278551 -0.00117561 0.00222971 -0.0063865 -0.00179695 0.00168782 -0.0250526 -0.0415764 0.00894931 0.00529602 -0.0285638 0.00527395 0.0161952 0.019677 -0.00580498 0.0124499 0.0299572 0.0197592 0.00237757 0.0127933 internal_weight=1497.44 981.817 515.618 806.218 100.191 78.2045 57.0138 706.028 114.973 698.461 37.197 400.646 356.34 227.3 210.576 197.901 42.264 34.7696 155.637 661.264 44.3056 21.1907 131.513 125.55 36.0909 28.0975 89.4596 175.599 63.8063 56.4082 internal_count=8000 4732 3268 4124 738 663 543 3386 897 3296 247 2371 2002 1380 1165 1038 293 276 745 3049 369 120 540 491 197 114 294 608 332 255 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=0 split_feature=33 13 673 125 34 81 33 0 12 24 32 613 12 12 0 11 193 243 243 24 240 37 33 76 80 37 24 107 68 33 split_gain=13.863 14.4819 23.6206 17.6919 19.1178 19.2126 20.0762 16.2351 15.9615 15.9871 17.4518 19.9415 15.9002 17.0556 13.1598 14.4414 13.041 12.88 23.3229 14.25 13.9554 12.6231 12.4822 12.0823 12.0524 11.8447 11.7727 13.2401 17.2202 15.1511 threshold=0.14509547980217227 -803.49999999999989 6786.9225000000015 1.0000000180025095e-35 0.073350000000000012 -1371.4999999999998 0.44807042557647964 110947.50000000001 -11860.499999999998 16.500000000000004 0.24993914863111408 1.5000000000000002 -5523.4999999999991 -11460.499999999998 110597.50000000001 -1686.4999999999998 1.0000000180025095e-35 0.042883769079453807 0.050045308095046308 12.500000000000002 0.24553533964467242 0.67700000000000016 0.23079912418165444 0.0070499999999999513 1.0000000180025095e-35 0.72460000000000002 7.5000000000000009 6.5000000000000009 0.25000000000000006 0.40227454521685124 decision_type=8 2 8 2 10 2 8 2 2 2 8 8 2 2 2 8 2 2 2 2 2 8 10 8 10 8 2 8 10 8 left_child=-1 2 -2 8 17 -6 -7 12 23 16 -11 -12 13 -3 15 22 26 -5 19 -19 -20 -13 -15 -4 -22 -18 -10 28 29 -28 right_child=1 7 3 4 5 6 -8 -9 9 10 11 21 -14 14 -16 -17 25 18 20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.017056905826154479 -0.076298192435450607 0.058494212107538371 0.055601956364093201 -0.059656510876983648 0.02628719931400586 0.010643055507500375 -0.051151686943279019 -0.069654650390608738 0.01944884197689109 0.025684406925490479 0.048831049685487037 0.01472826342571238 0.021708402676888935 -0.078046274855082018 0.057493853011994348 -0.068362084566650536 0.044107863683638698 0.033595335033560624 0.0047006315356177518 -0.037872479018609989 -0.07748326097424009 -0.071598588220808251 0.016041368832372449 -0.047968915697148 0.013768269632912378 -0.065841169226453167 0.010359607934099787 0.013039678131701189 -0.047943170151615061 -0.0066348603619211695 leaf_weight=109.32110797613859 11.054390789940951 7.4089635275304309 3.1603715829551247 29.369924779981375 39.151988472789526 26.526319671422243 26.052955618128181 6.055087335407733 99.993541575968266 11.995780669152735 5.0384879522025585 5.01649310812354 146.22853779792786 4.5586630031466511 4.4278861433267585 16.544472396373749 3.0737018883228275 22.131788978353143 9.9202460311353189 10.184438489377497 24.586298665031794 27.168836507946253 15.547053858637808 25.832180773839355 4.2430282905697814 12.062346052378416 200.10624090209603 182.11450384929776 20.020169369876385 380.58938352763653 leaf_count=294 124 12 9 376 201 120 342 50 361 32 12 32 527 44 8 138 7 101 57 100 294 317 77 266 20 103 697 654 170 2455 internal_value=-8.24052e-05 -0.00143999 -0.00355318 -0.00286489 -0.0167323 -0.000230406 -0.0199762 0.0109736 -0.000134979 0.000983611 -0.0267622 -0.0436637 0.0134809 -0.0113318 -0.0239259 -0.0337626 0.00250444 -0.0318041 -0.0202933 0.0110723 -0.0464515 -0.0581435 -0.00529156 -0.036679 -0.0640531 -0.0435136 0.00329342 0.00122983 -0.00235047 -0.00077861 internal_weight=1489.49 1380.16 1179.39 1168.34 192.167 91.7313 52.5793 200.771 976.172 947.179 49.2196 37.2238 194.716 48.487 41.0781 36.6502 897.96 100.436 71.0658 32.3162 38.7496 32.1853 20.1057 28.9926 28.8293 15.136 882.824 782.83 600.716 580.696 internal_count=8000 7706 6850 6726 1611 663 462 856 5115 4840 393 361 806 279 267 259 4447 948 572 201 371 349 121 275 314 110 4337 3976 3322 3152 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=0 split_feature=13 243 243 243 240 83 74 81 13 12 9 32 13 33 239 105 77 54 50 33 14 81 31 14 5 46 81 631 33 136 split_gain=13.2733 12.9718 18.9971 17.6066 20.2176 19.7208 27.2756 17.4796 15.8538 18.0219 15.9778 15.4316 14.1918 13.6532 14.5515 13.6083 17.4124 13.5859 16.4992 24.4573 17.7026 16.1951 14.5148 13.6926 22.6565 16.37 13.5558 13.0421 14.4563 12.747 threshold=-5278.4999999999991 0.098038461538461519 0.10527192562857011 0.046336771124979505 0.25906530962480728 1.0000000180025095e-35 1.0000000180025095e-35 -2759.4999999999995 -823.49999999999989 -5717.4999999999991 0.019394999999999954 0.093418472625969654 -4225.4999999999991 0.17198191683706524 0.14644754580486258 1.0000000180025095e-35 9.5000000000000018 0.086200000000000013 0.98435000000000017 0.70545576647499264 4.5000000000000009 -2137.4999999999995 0.50120499072861158 20.500000000000004 191070.00000000003 0.0026000000000000003 -541.49999999999989 -2503.9999999999995 0.35151790798733135 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 10 2 2 2 2 10 2 10 8 10 8 8 8 10 8 2 10 8 2 10 2 8 8 2 left_child=-1 3 -3 4 17 6 8 -7 10 -10 13 -12 -6 -5 26 16 -16 29 20 21 -19 -20 23 24 25 -23 -15 -13 -29 -2 right_child=1 2 -4 5 12 7 -8 -9 9 -11 11 27 -14 14 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.053402792756726672 -0.037503347546167139 -0.056204721634522087 -0.0035494659807239568 0.026196996487472087 -0.063756414623922231 -0.075359861501092085 -0.070353235553997764 0.011006761429856363 -0.050043202068115557 0.036012163753610431 0.041817011034363104 0.065230349721349348 -0.016579321535681341 0.030302013496741245 -0.077085732650706174 0.023482339748280977 0.081146441850951767 -0.07722174316655929 -0.05506995231252592 -0.063026274453014078 0.022243387395885522 -0.073787626039357596 -0.027716922239850131 0.016039423668746517 0.023610855098990902 0.058338438687766905 -0.031938236253649971 -0.0048596628053754858 -0.059921647286340175 0.04377126559258173 leaf_weight=11.580579536035655 37.595123717561364 24.146903160959482 58.942035704851151 39.008687950670719 19.224852116778493 5.9122313335537902 15.722161157056687 643.61679975688457 7.1483303382992736 40.858296252787113 6.9240192621946326 2.9535769000649452 93.324067309498787 24.632461547851562 17.402530822902925 6.2716313153505316 1.9316259622573841 4.6627896837890139 12.772231226786969 16.817714001983404 110.12373601831496 16.749154143035415 32.450890079140663 135.90868675708771 17.072620360180736 2.7258037850260726 13.566460303962229 17.388336356729269 37.907861620187759 5.5345367435365906 leaf_count=128 343 281 371 117 237 68 165 2587 59 107 16 4 645 92 194 26 5 51 131 229 488 152 282 557 73 5 87 74 407 19 internal_value=-8.28648e-05 0.000337388 -0.0188519 0.00148759 -0.00595652 0.00575314 -0.00676979 0.0102206 -0.00214156 0.0231983 -0.00938306 -0.0287508 -0.0246378 0.00289423 -0.0113525 -0.040517 -0.0612772 -0.000598504 0.00267069 -0.00493238 0.018203 -0.000444093 0.00296083 0.00873343 -0.0184352 -0.0552947 0.0081972 -0.037139 -0.042607 -0.0270739 internal_weight=1480.88 1469.3 83.0889 1386.21 504.962 881.245 231.716 649.529 215.994 48.0066 167.987 65.1738 112.549 102.813 63.8047 25.6058 19.3342 392.413 349.284 234.497 114.787 217.679 204.907 172.456 36.5476 19.475 38.1989 58.2498 55.2962 43.1297 internal_count=8000 7872 652 7220 3212 4008 1353 2655 1188 166 1022 501 882 521 404 225 199 2330 1968 1429 539 1200 1069 787 230 157 179 485 481 362 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=31 num_cat=0 split_feature=32 57 33 78 1 633 625 242 9 33 6 631 27 31 8 31 36 181 107 11 242 36 240 69 33 0 10 10 45 12 split_gain=12.8113 16.6576 12.6273 13.5275 14.093 14.4176 14.3289 13.9085 17.9125 14.985 14.6286 13.6994 13.1677 13.4224 12.1344 17.4061 20.2533 17.1195 17.0841 16.0367 15.5646 15.1646 14.1868 13.5767 12.65 12.341 13.2259 12.6642 26.0738 11.782 threshold=0.74251609762086679 0.11215000000000001 0.14509547980217227 1.0000000180025095e-35 1.0000000180025095e-35 -405.49999999999994 17255.025000000005 0.20544000000000004 0.029709000000000003 0.37825236717528976 1171235.2500000002 -280.99999999999994 1.0000000180025095e-35 0.32075984855464151 1307250.0000000002 0.52898155814665848 0.98685000000000012 1.0000000180025095e-35 2.5000000000000004 -5859.9999999999991 0.13197916666666668 0.97785000000000011 0.086568659552292468 0.30210000000000009 0.23466284194682538 100640.50000000001 -13413.499999999998 -9184.9999999999982 0.095450000000000021 -12020.999999999998 decision_type=10 10 8 10 2 10 10 2 2 10 2 10 2 8 8 10 8 2 8 8 2 8 2 10 8 2 2 2 10 2 left_child=2 -2 -1 4 5 12 11 -5 9 -9 -11 14 29 -14 15 19 18 -18 24 21 -20 -6 -21 -16 -17 26 -24 -27 -29 -4 right_child=1 -3 3 7 6 -7 -8 8 -10 10 -12 -13 13 -15 23 16 17 -19 20 22 -22 -23 25 -25 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29.801691368222237 4.6667532473802593 46.62615218013525 1.9067385047674168 3.7004740014672306 6.2361286468803874 22.553572334349155 16.123201293870807 9.7555041722953337 3.9764573313295832 14.818373855203388 453.91199833899736 8.4553202651441079 12.140522405505182 7.3738828562200061 418.3388689532876 leaf_count=281 424 35 55 559 32 40 92 98 58 103 22 72 29 113 130 12 544 6 48 62 89 190 99 54 217 2374 46 102 20 1994 internal_value=-8.38066e-05 -0.0279951 0.000695388 -0.000626483 -0.00276045 0.00412233 -0.00730606 0.0113124 -0.0103079 -4.30168e-05 -0.0427466 -0.00652562 0.00497807 -0.03371 -0.00782898 -0.00943121 -0.0292011 -0.0516995 -0.00532849 -0.00585294 0.020997 -0.0466914 -0.00396812 0.0213489 -0.0407991 -0.00301754 -0.0434085 -0.00146386 -0.0409043 0.00689504 internal_weight=1472.67 39.9957 1432.68 1327.41 1126.13 447.913 678.213 201.285 54.3145 48.1597 14.4005 670.482 443.874 20.9553 648.902 615.124 94.2721 48.5329 45.7392 520.852 26.254 22.9784 497.873 33.7781 19.4851 491.637 18.2108 473.426 19.5144 422.918 internal_count=8000 459 7541 7260 6420 2231 4189 840 281 223 125 4097 2191 142 4025 3841 916 550 366 2925 137 222 2703 184 229 2641 145 2496 122 2049 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=31 num_cat=0 split_feature=32 196 671 243 243 240 83 74 33 630 243 32 13 1 77 242 32 11 24 31 6 81 13 14 11 131 128 6 33 46 split_gain=12.2295 12.0505 11.508 12.102 14.4166 22.8332 20.7864 20.8726 20.4747 14.4374 14.2951 13.5689 13.1039 12.7701 15.0016 13.6631 17.0021 13.7549 13.0934 28.2216 12.9194 14.0394 12.7736 27.3431 23.8766 15.0264 17.198 19.4433 14.8104 12.6931 threshold=0.093418472625969654 1.0000000180025095e-35 6786.9225000000015 0.098038461538461519 0.046336771124979505 0.25906530962480728 1.0000000180025095e-35 1.0000000180025095e-35 0.35646599251300187 5355.8775000000014 0.10527192562857011 0.65446065328617531 -4225.4999999999991 1.0000000180025095e-35 8.5000000000000018 0.25702500000000006 0.31321849014768793 -3472.4999999999995 14.500000000000002 0.51737761058696285 239148.00000000003 -6.4999999999999991 -1232.4999999999998 23.500000000000004 -1460.4999999999998 1.0000000180025095e-35 1.0000000180025095e-35 428177.25000000006 0.47135472953930685 0.00090000000000000008 decision_type=8 2 10 2 2 2 2 10 10 8 2 8 2 2 8 2 10 8 2 8 2 2 2 8 8 2 2 2 8 10 left_child=-1 2 3 4 5 9 7 8 -6 -2 -5 12 -7 -8 15 18 -17 -18 22 -20 -19 -22 25 -24 28 26 27 -15 -25 -11 right_child=1 -3 -4 10 6 11 13 -9 -10 29 -12 -13 -14 14 -16 16 17 20 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.017679471519559554 -0.0753008117523494 -0.075775481452691196 0.048720104972825078 -0.054106631128199884 0.0083192368047047931 -0.062435138406892937 0.016895726510863691 -0.066231423016317736 -0.024405319049344135 -0.0043388747416578406 -0.0066261171020468249 -0.064715407560242952 -0.0096429004535592833 -0.069535116908090208 -0.090566814727047446 0.023021132049629252 0.011488555695045104 0.045027504350332495 0.025850132768941353 -0.052553507774017738 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-0.000241407 -0.00721307 0.00379084 -0.00967762 -0.00532085 -0.00145898 -0.0208241 -0.0283291 -0.0190625 0.00854084 0.00217759 0.00336387 -0.0185861 -0.0360309 0.00798739 -0.016326 -0.0535692 -0.0644386 0.01283 -0.0118182 -0.0425536 0.0184183 0.012871 -0.0218408 -0.00755662 -0.000135054 internal_weight=1465.56 1374.68 1369.28 1357.72 1282.09 469.806 812.285 211.783 196.634 369.2 75.6283 100.606 80.1853 600.502 340.881 336.576 58.5608 41.2611 278.015 46.1761 30.1379 27.1454 231.839 42.8486 26.9125 188.99 163.655 29.2956 17.3382 362.697 internal_count=8000 7744 7683 7650 7016 3146 3870 1323 1157 2293 634 853 556 2547 1634 1592 347 300 1245 274 243 235 971 202 165 769 711 213 87 2222 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=31 num_cat=0 split_feature=13 12 5 78 7 33 241 12 32 7 11 14 0 130 239 10 241 626 32 9 24 47 14 618 240 14 8 48 241 24 split_gain=11.9934 11.2992 15.6184 11.4268 14.6773 14.132 15.4521 15.8049 12.7691 12.9107 15.6305 18.3009 17.6888 13.7032 17.4886 12.7853 12.7662 12.6717 15.6386 13.8576 15.7272 19.4615 14.6479 14.4232 14.2864 13.1514 12.6056 14.4107 12.5127 12.6497 threshold=-5278.4999999999991 -12884.999999999998 57748.500000000007 1.0000000180025095e-35 49700.250000000007 0.496567359222502 156662.25000000003 -5329.9999999999991 0.54640218555227649 13511.250000000002 -3103.9999999999995 9.5000000000000018 106656.50000000001 1.0000000180025095e-35 0.40931851639270206 -16181.499999999998 48937.500000000007 10370.992500000002 0.59500931088849873 0.023705000000000004 13.500000000000002 0.0068500000000000011 7.5000000000000009 1.9706621701069402 0.48361402537906034 16.500000000000004 317250.00000000006 0.11395000000000001 179156.25000000003 7.5000000000000009 decision_type=2 2 2 10 2 10 2 2 10 2 8 8 2 2 10 2 2 8 10 2 2 8 10 8 2 8 8 10 2 2 left_child=-1 2 -2 8 5 -5 7 16 9 13 11 -11 -13 14 26 -14 -7 18 -10 23 24 -22 -23 -19 -21 -26 27 28 29 -3 right_child=1 3 -4 4 -6 6 -8 -9 17 10 -12 12 15 -15 -16 -17 -18 19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.051761637825298815 0.046294998485630456 -0.0012095341742968113 -0.068699478325533539 0.02064730749567437 -0.063525561573926997 0.043346486994246092 0.043709307942395997 -0.059928456628051935 -0.07917530059724881 -0.084336986957530294 0.0092736748466678964 -0.033355198345512295 -0.025686303496414233 0.0032487514032985111 0.064361318900330755 0.034969542917421013 -0.040487111911579471 -0.073236382787450732 0.031539416386343007 -0.049255672854238819 -0.058742616556824195 0.013841344416383714 -0.06955804172224396 -0.0011733767641629506 -0.071031975223908903 0.011661538538677758 0.057755319285051822 0.0038293057834176271 0.025533550134815244 -0.08861334158756233 leaf_weight=11.141340693458913 3.8815605677664307 4.9721327573061016 12.339207036420701 162.19608065858483 6.3401845544576636 10.282330609858034 10.176098573952912 17.612031014636162 3.5269784443080416 8.3578442223370057 522.16274814866483 33.088907886296511 12.65382010489702 63.912326719611883 4.3545418903231612 27.718351740390062 8.1330524384975416 7.1171163469552994 33.336864203214645 60.136763881891966 13.826782960444687 59.960250658914447 5.7717000693082801 284.58401511982083 6.1340546533465412 22.242283536121249 3.0571270734071723 10.489236567169426 3.5349532887339583 24.723121922463179 leaf_count=128 13 22 178 485 57 37 38 181 36 90 2003 223 82 307 8 84 86 85 131 661 180 391 72 1916 80 139 5 47 10 225 internal_value=-8.35508e-05 0.000314454 -0.0411818 0.000785022 0.011418 0.013698 -0.0106973 -0.0260647 -0.00109323 0.00316561 0.00608971 -0.0142301 -0.00625391 -0.012186 -0.031479 0.0159582 0.00632184 -0.00725913 0.0209467 -0.00952063 -0.0209563 -0.00482359 0.00651833 -0.00293162 -0.035457 -0.00621415 -0.040401 -0.0472647 -0.0633927 -0.0739786 internal_weight=1457.76 1446.62 16.2208 1430.4 214.74 208.4 46.2035 36.0274 1215.66 719.025 603.982 81.8189 73.4611 115.043 51.1311 40.3722 18.4154 496.637 36.8638 459.773 168.072 79.5587 65.732 291.701 88.5131 28.3763 46.7766 43.7194 33.2302 29.6953 internal_count=8000 7872 191 7681 884 827 342 304 6797 3106 2482 479 389 624 317 166 123 3691 167 3524 1523 643 463 2001 880 219 309 304 257 247 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=0 split_feature=32 13 43 12 33 31 198 76 31 52 164 43 12 81 7 0 13 32 13 9 33 11 78 613 13 33 9 12 631 10 split_gain=11.1162 16.3452 11.8601 11.4369 11.0154 11.5665 12.2891 18.1976 11.8668 16.3903 14.5641 18.4101 17.8042 18.4241 19.6056 17.6476 16.0524 16.7716 16.0374 15.5496 13.3115 12.6652 12.0054 11.9792 11.6712 12.5322 11.4982 12.4356 11.4234 10.838 threshold=0.74251609762086679 -1783.9999999999998 0.47880000000000006 -5329.9999999999991 0.14509547980217227 0.19507561784403518 1.0000000180025095e-35 0.039750000000000008 0.41329823240608671 0.047650000000000005 1.0000000180025095e-35 0.069950000000000026 -6339.9999999999991 -637.49999999999989 31191.750000000004 100097.00000000001 -4040.4999999999995 0.63153135076901801 -3915.4999999999995 0.018421500000000004 0.22071492560243802 -10093.499999999998 1.0000000180025095e-35 1.0000000180025095e-35 -3286.4999999999995 0.32885910741650776 0.018119000000000003 -4311.4999999999991 -2474.4999999999995 -9098.9999999999982 decision_type=10 2 10 2 8 8 2 8 10 10 2 10 2 2 2 2 2 10 2 2 10 8 10 8 2 10 2 2 8 2 left_child=4 2 -2 -3 -1 -6 8 -8 21 10 12 19 16 15 22 -14 28 24 -16 -12 -21 -7 -15 -23 -18 -26 -9 -28 -10 -25 right_child=1 3 -4 -5 5 6 7 26 9 -11 11 -13 13 14 18 -17 17 -19 -20 20 -22 23 -24 29 25 -27 27 -29 -30 -31 leaf_value=0.016344060603585814 -0.062526927156130424 -0.065133556999020487 0.081512113699395872 0.037101635006420983 0.018309963504520806 -0.077530678705777262 0.033401818398952204 -0.081023596895731534 0.081006833525923361 0.022572186690052384 -0.069968712066394934 0.058351227521714413 0.095018257017223454 -0.063655718182554416 -0.070275106958977221 -0.064052844028186992 0.066115131191753371 -0.061868602129700467 0.033243631369977961 -0.081353038947132042 0.023442725598578344 -0.0433462248581271 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-0.000799385 -0.010941 -0.0162092 0.00833691 -0.0236053 -0.0361719 -0.0151314 -0.0581429 -0.000623316 0.0149525 0.0152169 -0.0114795 0.0085034 0.00166344 -0.0468636 0.00208179 0.02827 0.00619672 -0.0441102 -0.0220097 -0.047914 0.00277524 internal_weight=1450.88 38.5936 23.2193 15.3744 1412.29 1308.81 1232.66 44.8804 1187.78 232.085 200.558 46.4384 154.119 99.6372 50.8963 48.7409 54.4821 40.9836 26.0155 33.2602 24.7905 955.694 24.8809 950.672 34.9285 22.0612 35.2356 22.04 13.4985 936.378 internal_count=8000 459 354 105 7541 7260 7042 368 6674 1869 1709 295 1414 983 390 593 431 252 149 267 160 4805 241 4740 158 125 327 171 179 4629 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=31 num_cat=0 split_feature=13 12 5 78 7 241 33 31 9 32 195 13 12 7 11 14 50 0 37 7 130 239 240 9 40 24 241 42 31 240 split_gain=10.9004 10.4474 14.6017 10.2092 13.3527 12.7266 17.923 15.2317 12.0788 11.1205 11.7841 16.4984 14.8109 11.5652 14.0259 17.0199 16.1283 13.3801 13.1817 16.9553 12.4572 15.7408 11.6328 11.0779 18.7053 11.6141 13.7765 10.9671 12.6795 16.4036 threshold=-5278.4999999999991 -12884.999999999998 57748.500000000007 1.0000000180025095e-35 49700.250000000007 137250.00000000003 0.496567359222502 0.38232188279332696 0.0051140000000000014 0.54640218555227649 1.0000000180025095e-35 -1937.4999999999998 -594.49999999999989 13511.250000000002 -3103.9999999999995 9.5000000000000018 0.98485000000000011 106656.50000000001 0.76540000000000019 53457.750000000007 1.0000000180025095e-35 0.40931851639270206 0.090135714285714263 0.018717500000000001 0.29485000000000006 9.5000000000000018 120750.00000000001 1.0000000180025095e-35 0.2924168959654963 0.13913890647469726 decision_type=2 2 2 10 2 2 10 8 2 10 2 2 2 2 8 8 10 2 10 2 2 10 2 2 10 2 2 8 10 2 left_child=-1 2 -2 9 5 6 -5 -8 -9 13 -11 12 -12 20 15 -15 17 18 19 -17 21 23 -16 25 -25 -3 -27 -24 -29 -30 right_child=1 3 -4 4 -6 -7 7 8 -10 10 11 -13 -14 14 22 16 -18 -19 -20 -21 -22 -23 27 24 -26 26 -28 28 29 -31 leaf_value=-0.050148359402166665 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37.648749079555273 6.0522012114524832 4.4066419489681712 63.619842007756233 4.2767224013805381 9.0166929066181165 15.281446330249311 2.3452235534787169 8.454877791926263 6.8005566783249369 392.31907959654927 5.8839105665683737 104.22732762433589 leaf_count=128 13 48 178 425 57 103 28 16 255 3549 85 53 4 90 62 157 63 143 15 11 307 8 12 146 3 84 28 1346 57 526 internal_value=-8.47422e-05 0.000292266 -0.0403111 0.00074115 0.010854 0.0130406 0.00720468 -0.0246717 -0.0435079 -0.00103951 -0.00683164 0.0254828 -0.0267695 0.00294327 0.00571822 -0.0136594 -0.00602255 0.00113799 -0.0244255 -0.0417777 -0.0116473 -0.030191 0.00873414 -0.0386834 -0.0698592 -0.0194619 -0.0492557 0.0096552 0.00867435 -0.00631859 internal_weight=1443.81 1433.02 15.6693 1417.35 212.2 205.941 168.742 34.961 26.3707 1205.15 491.037 26.6798 9.64531 714.113 600 80.8071 72.7494 66.5892 28.9405 22.8883 114.112 50.4926 519.193 46.2158 17.6267 28.5892 15.2554 511.447 502.43 110.111 internal_count=8000 7872 191 7681 884 827 724 299 271 6797 3691 142 89 3106 2482 479 389 326 183 168 624 317 2003 309 149 160 112 1941 1929 583 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=31 num_cat=0 split_feature=32 196 671 243 243 243 240 83 74 33 81 630 32 13 169 13 0 11 10 243 6 8 9 48 33 14 59 234 239 45 split_gain=10.48 10.8237 10.3795 10.4109 13.2838 12.4111 20.4461 17.4962 19.0055 17.8132 14.307 13.1437 12.7975 12.3495 12.0074 11.9604 12.4011 15.4284 11.6067 17.9516 11.4499 17.6926 13.7099 18.3834 13.3102 12.1278 17.2841 16.4779 16.3052 15.8073 threshold=0.093418472625969654 1.0000000180025095e-35 6786.9225000000015 0.098038461538461519 0.10527192562857011 0.046336771124979505 0.25906530962480728 1.0000000180025095e-35 1.0000000180025095e-35 0.35646599251300187 -2759.4999999999995 5355.8775000000014 0.65446065328617531 -4030.4999999999995 1.0000000180025095e-35 -4225.4999999999991 109141.50000000001 -2000.4999999999998 -18487.999999999996 0.032455102949360007 705627.00000000012 497250.00000000006 0.018119000000000003 0.10240000000000002 0.30543724103342862 64.500000000000014 0.08295000000000001 1.0000000180025095e-35 0.31243052703656454 0.31670000000000004 decision_type=8 2 10 2 2 2 2 2 10 10 2 8 8 2 2 2 2 8 2 2 2 10 2 10 8 8 10 2 8 10 left_child=-1 2 3 5 -5 6 11 8 9 -7 -9 -2 15 -6 20 -8 17 -17 -19 -20 21 22 23 -13 -23 26 28 -27 -22 -29 right_child=1 -3 -4 4 13 7 12 10 -10 -11 -12 14 -14 -15 -16 16 -18 18 19 -21 25 24 -24 -25 -26 27 -28 29 -30 -31 leaf_value=0.016531557173002309 -0.073851970587445803 -0.07365823502776947 0.046754595915189344 -0.052603130578293772 -0.064391761766051561 0.0079623699264465605 -0.060588544577947295 -0.073665032029754537 -0.064026264903513055 -0.02288116452409494 0.0086779405325268944 -0.077740117396221178 -0.063804239836572907 0.0041538519134852554 -0.075008903090212325 -0.047629268079791974 -0.062450964597746621 0.039812552825878041 0.02555690894473139 -0.069585797502344379 -0.048778576926352561 0.0044599313116741156 0.016438185903032788 0.026183396666559312 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-0.00130267 -0.0270655 -0.00594635 -5.39355e-05 -0.0181586 -0.00920353 -0.000243231 0.0143913 -0.0124685 0.00106923 -0.0153584 -8.01499e-05 -0.0364989 -0.0508931 0.00602925 -0.0105497 0.0128067 -0.0276709 -0.0208885 internal_weight=1436.83 1347.8 1342.67 1331.34 73.8391 1257.51 460.48 797.026 207.594 193.032 589.432 362.707 97.7728 52.301 356.569 78.6943 64.9799 55.6203 42.496 20.6634 351.305 81.4714 56.9749 17.7783 24.4965 269.834 78.2993 191.535 51.1366 30.5047 internal_count=8000 7744 7683 7650 634 7016 3146 3870 1323 1157 2547 2293 853 358 2222 556 397 314 190 118 2158 549 328 140 221 1609 576 1033 444 241 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=31 num_cat=0 split_feature=125 81 24 32 242 36 32 239 243 6 230 613 33 24 42 4 108 11 9 243 11 57 107 243 241 10 107 239 0 32 split_gain=10.1466 16.7558 14.0598 19.9569 13.9192 14.4246 14.0157 17.5964 18.0916 17.6957 13.9064 13.3451 15.9386 13.2863 12.1675 11.9905 17.6244 25.5694 18.6649 15.3844 19.9063 19.8971 15.0168 15.8217 16.7283 18.7579 22.8032 17.2295 30.2415 16.378 threshold=1.0000000180025095e-35 -2823.4999999999995 16.500000000000004 0.24993914863111408 0.17081176470588239 0.99825000000000019 0.53198595042860786 0.29444810647147063 0.051057528597044662 260604.00000000003 1.0000000180025095e-35 1.5000000000000002 0.068942740798994817 18.500000000000004 0.38020000000000004 1.5000000000000002 1.0000000180025095e-35 -1460.4999999999998 0.0098314999999999514 0.046608386952843209 -1155.4999999999998 0.0081500000000000027 6.5000000000000009 0.055828908769251208 75187.500000000015 -15006.999999999998 1.0000000180025095e-35 0.12065797394620227 102106.50000000001 0.040078589356680357 decision_type=2 2 2 8 2 10 8 8 2 2 2 8 10 2 8 2 2 10 2 2 10 8 10 2 2 2 10 10 2 10 left_child=1 -1 15 -4 5 6 7 8 -2 -10 -6 -5 14 -8 -13 16 17 18 -3 -18 21 -21 23 -23 25 29 -27 -26 -29 -25 right_child=4 2 3 11 10 -7 13 -9 9 -11 -12 12 -14 -15 -16 -17 19 -19 -20 20 -22 22 -24 24 27 26 -28 28 -30 -31 leaf_value=-0.066077420486808411 0.021072711667847979 0.044629100516595493 0.027502220656870909 0.037228886949652866 -0.0021141559498914476 0.053287782978191339 -0.047545207398843381 -0.080254342387062277 0.00027530319995466992 -0.098339701446489916 0.057497187576459566 0.040395292953999073 -0.07185665742791307 0.042143994712771089 -0.052994971111155413 0.017299511552054791 -0.0051650282325532816 -0.063797185537506754 -0.026684444594588453 -0.07933954733372113 0.01898982306087393 0.011570903904908919 0.050386160370348931 0.051975822865097748 0.022630653536966694 -0.077883421644770745 0.020906825031100751 0.039599861510843166 -0.054464622126258112 -0.063088963277377272 leaf_weight=9.0133376717567426 38.828884685412049 15.19180431216955 15.56882683187723 5.171277878805995 101.5612254999578 6.3485964983701697 57.111879292875528 7.4298369251191607 11.605812843889 7.4815502390265456 10.826466424390672 7.1260214708745453 25.328964816406369 4.4509676173329344 6.8309385366737851 140.16305875405669 331.56788656301796 24.539645839482546 23.167937904596329 7.6645854767411938 249.71078669279814 147.38293826207519 15.379873644560574 3.3925169818103234 50.249050479382277 7.5637629404664102 25.65005561336875 13.038503969088195 24.79121096432209 34.974801678210497 leaf_count=139 149 51 40 17 723 17 763 87 59 75 28 21 326 25 66 533 2028 206 183 84 800 580 35 7 204 62 97 40 209 346 internal_value=-8.44082e-05 0.00183503 0.00235622 -0.0212159 -0.00933184 -0.0202622 -0.0239416 -0.00781355 0.00147958 -0.0383782 0.00362829 -0.0382768 -0.0482158 -0.0410607 -0.00531259 0.00362587 0.00165871 -0.0239396 0.00155822 0.00342542 0.00833802 0.000279938 0.00217264 -0.000242389 -0.0111473 -0.0291002 -0.00159062 0.00344292 -0.0220441 -0.0529147 internal_weight=1429.11 1183.47 1174.45 60.026 245.645 133.258 126.909 65.3461 57.9162 19.0874 112.388 44.4572 39.2859 61.5628 13.957 1114.43 974.265 62.8994 38.3597 911.366 579.798 330.087 322.423 307.043 159.66 71.5811 33.2138 88.0788 37.8297 38.3673 internal_count=8000 6074 5935 470 1926 1175 1158 370 283 134 751 430 413 788 87 5465 4932 440 234 4492 2464 1664 1580 1545 965 512 159 453 249 353 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=31 num_cat=0 split_feature=13 12 5 11 32 34 6 196 13 239 3 671 241 62 33 51 625 179 10 0 534 12 63 81 239 240 10 9 24 146 split_gain=9.77209 9.39484 13.5701 9.13486 9.53065 10.0797 10.8178 9.74269 9.3428 16.6364 15.8293 9.28776 9.1066 8.74004 12.9825 18.9386 20.1309 18.9325 16.1123 13.8366 13.5276 13.3898 12.2245 14.2701 13.9368 9.56785 8.71373 8.69372 16.0118 16.72 threshold=-5278.4999999999991 -12884.999999999998 57748.500000000007 -10093.499999999998 0.093418472625969654 0.0079500000000000022 1007136.0000000001 1.0000000180025095e-35 -3075.4999999999995 0.23123422060802992 1.0000000180025095e-35 8398.4850000000024 349875.00000000006 0.021350000000000004 0.69332585501323363 0.77460000000000007 8025.5700000000006 1.0000000180025095e-35 -16351.499999999998 107670.00000000001 3149.8875000000003 -2348.4999999999995 0.0086500000000000014 -1837.4999999999998 0.099254098905696267 0.09708885291763196 -12947.499999999998 0.029709000000000003 16.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 8 8 8 2 2 2 8 2 10 2 8 10 8 10 2 2 2 10 2 8 2 8 2 2 2 2 2 left_child=26 2 -2 -3 8 6 -6 11 9 10 -5 12 13 22 20 18 17 19 -16 -17 27 25 24 -24 -7 -21 -1 28 -15 -30 right_child=1 3 -4 4 5 7 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.068577505404148018 0.042550462845665729 -0.052139712864216481 -0.066934428165697571 -0.14374537423186309 -0.086789286753550465 0.016067757527383687 0.041778241862487298 -0.072858516787914399 0.027822535092042772 0.018573570219054803 -0.0034356415804894964 0.049912070414927075 -0.065070683545401881 0.0051149027447866258 0.038730018983735237 -0.062472898341398186 0.03900756335449556 0.085586888243611325 -0.0603691929495421 0.056071717096391985 -0.058239052394244574 0.021536218729713112 -0.075558633383008292 0.039182255840884722 -0.071779617189231898 -0.062976903376380858 0.056047704210226673 -0.0083767371692596067 -0.038026174241756389 0.051659140104501157 leaf_weight=8.6896918434649688 3.7923226840794078 8.1336759775876981 11.155379820615051 3.6970789209008235 6.4132870659232122 12.848156008869411 2.1964747719466686 4.5360444858670226 60.676420338451862 18.336100675165653 4.4053753837943077 9.4585833922028524 5.3244915995746842 864.20352013967931 21.293879909440879 40.207616429775953 9.5469986796379072 2.9549006149172774 5.0801933612674466 1.9303892627358461 9.5208236835896951 12.597131600603459 2.888586511835455 43.769333640113473 6.9609486926347008 13.426805835217236 1.6725611351430405 181.28825585357845 38.05840459279716 6.0185874197632065 leaf_count=124 13 101 178 33 68 54 10 56 144 54 17 26 72 4004 109 586 44 3 79 8 95 84 37 142 91 200 4 1214 333 17 internal_value=-8.39292e-05 0.000271425 -0.0391574 0.000693679 0.00100336 -6.90953e-05 -0.0539899 0.000290251 0.0170139 -0.00779189 -0.0674577 0.000547989 0.000182619 0.000455636 -0.000517085 -0.0171397 -0.0291658 -0.0383176 0.0196415 -0.043689 0.00110176 -0.0166716 0.0181069 0.0320787 -0.0148019 -0.0480126 -0.0484619 0.00162029 0.00361564 -0.0257799 internal_weight=1421.08 1410.72 14.9477 1395.77 1387.64 1300.52 8.60976 1291.91 87.115 26.4386 8.10245 1287.38 1277.92 1272.59 1206.13 107.038 80.6638 71.1168 26.3741 68.1619 1099.09 27.9543 66.467 46.6579 19.8091 15.3572 10.3623 1089.57 908.281 44.077 internal_count=8000 7872 191 7681 7580 7332 78 7254 248 104 50 7198 7172 7100 6776 1113 925 881 188 878 5663 292 324 179 145 208 128 5568 4354 350 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=31 num_cat=0 split_feature=13 243 243 628 8 6 243 13 13 14 4 32 58 43 59 11 32 32 136 13 235 61 10 12 28 31 9 77 626 24 split_gain=9.13716 8.92124 14.9917 12.7909 11.0856 21.0692 15.9507 15.0002 14.515 26.2022 15.8531 15.7656 14.6161 25.1899 17.3413 16.2175 13.3625 12.4601 14.0225 18.4376 16.2209 12.3144 12.2073 13.1986 12.1175 11.6565 11.8382 17.1206 15.6125 12.7715 threshold=-5278.4999999999991 0.098038461538461519 0.10527192562857011 371.74500000000006 452250.00000000006 405798.75000000006 0.037488369942679005 -4843.4999999999991 -1829.4999999999998 12.500000000000002 1.0000000180025095e-35 0.13576885129952024 0.061950000000000005 0.15735000000000002 0.26880000000000004 -1362.9999999999998 0.69044911607317572 0.34215580313064492 1.0000000180025095e-35 -4323.4999999999991 1.0000000180025095e-35 0.078900000000000012 -18407.999999999996 -8477.9999999999982 1.0000000180025095e-35 0.68867496397710315 0.029709000000000003 1.5000000000000002 3440.9700000000007 13.500000000000002 decision_type=2 2 2 8 10 2 2 2 2 10 2 10 10 8 10 10 8 10 2 2 2 10 2 2 2 10 2 10 8 2 left_child=-1 3 -3 -2 5 7 -7 -5 10 22 12 -12 13 -6 24 16 -14 -13 19 -19 -21 -17 -10 -24 -15 26 -9 28 -28 -29 right_child=1 2 -4 4 8 6 -8 25 9 -11 11 17 15 14 -16 21 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 29 -30 -31 leaf_value=-0.047658298660586233 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18.748431660234928 10.111730130389331 60.486624972894788 9.1908829510211927 4.0998582541942588 14.974534558132289 134.29466493986547 9.1620895937085134 13.479802776128052 2.5559012889862061 11.122266452759506 27.136576922610406 10.833160039037464 leaf_count=128 57 281 371 127 405 75 813 1844 86 112 32 112 235 1026 27 108 93 226 27 313 98 16 130 628 88 172 2 79 263 26 internal_value=-8.39662e-05 0.000255467 -0.0161438 0.00122376 0.00152493 0.00568329 0.0178385 -0.000300192 -0.00351919 0.00780342 -0.00888707 0.00453613 -0.0161768 -0.0233438 -0.0149869 0.00324703 0.0148074 0.00748699 -0.00203754 -0.00841583 0.00342735 -0.046326 0.0126491 0.00676879 -0.0191345 -0.0026888 -0.00128086 -0.0237648 -0.0485191 0.0097129 internal_weight=1414.57 1404.55 78.3076 1326.24 1321.27 724.222 238.902 485.32 597.047 192.018 405.029 142.547 262.482 191.736 158.116 70.7465 57.3682 138.194 98.5377 88.4259 69.6775 13.3782 179.653 149.269 148.781 451.949 438.469 51.6479 29.6925 21.9554 internal_count=8000 7872 652 7220 7163 3401 888 2513 3762 956 2806 808 1998 1546 1141 452 328 776 664 637 411 124 844 758 1114 2386 2214 370 265 105 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=31 num_cat=0 split_feature=125 81 52 48 13 240 52 243 35 11 45 59 31 9 13 24 32 613 33 37 105 239 4 108 11 9 239 33 76 11 split_gain=9.00312 15.2947 13.5893 14.7783 15.6897 18.1034 13.0336 14.8083 17.1851 12.6784 12.3098 13.2931 14.1036 13.5801 12.8628 11.7596 18.3483 12.1356 14.9485 11.314 15.1214 11.0311 10.5586 15.7247 23.2272 16.6514 14.117 16.6422 21.6167 16.3644 threshold=1.0000000180025095e-35 -2823.4999999999995 0.080950000000000008 0.19695000000000004 -479.99999999999994 0.15587279521610639 0.047650000000000005 0.046608386952843209 0.019550000000000001 -3136.4999999999995 0.10355000000000002 0.076550000000000021 0.21830832302890071 0.010388000000000003 -4802.4999999999991 16.500000000000004 0.24993914863111408 1.5000000000000002 0.068942740798994817 0.67700000000000016 1.0000000180025095e-35 0.19739043627268146 1.5000000000000002 1.0000000180025095e-35 -1460.4999999999998 0.0076745000000000008 0.041673363445299962 0.63887554781794043 0.16530000000000003 -147.49999999999997 decision_type=2 2 10 10 2 2 10 2 8 8 10 10 10 2 2 2 8 8 10 8 10 8 2 2 10 2 8 10 10 10 left_child=1 -1 3 4 5 9 7 8 -7 -2 11 12 13 14 -9 22 -17 -18 19 -19 -21 -11 23 24 25 -3 27 29 -29 -25 right_child=2 15 -4 -5 -6 6 -8 10 -10 21 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=-0.065141119444342324 -0.070765613752589593 0.050879170535083 -0.071660197730488318 0.028222723704611957 0.024125108621648197 0.029085820504495742 0.03359371004742067 0.0453333229375237 -0.071892937456608463 -0.0027372043399714954 -0.076798988031744744 0.025398879766443345 -0.05272337332099173 0.0067107805164127723 -0.082727162365020757 0.026941020740032542 0.03628077714506444 0.062793230847010717 -0.070368360934131055 -0.074328270877687827 0.068548556904019023 0.058578298417422771 0.016277258846185267 0.024214547203130675 -0.061179986911083832 -0.020699850804738972 7.2074676117700348e-05 -0.069968817916035958 0.058197587688209054 -0.047074757808557008 leaf_weight=8.4875305015593749 3.6715909913182259 11.797463191673158 8.3229309767484647 26.887147916480899 27.271818429231644 4.9443256948143235 9.1454430632293207 2.5036396831274024 28.501510551199317 14.733877578750255 8.3638365138322097 17.809809371829033 25.730439741164446 39.302522301673889 9.04446775279939 15.4407856836915 5.0220847446471453 4.2646245323121521 23.83429591730237 6.8098406586796045 2.5435567460954189 14.607968477532266 138.68865977786481 154.95505667477846 24.125531807541847 26.100075509399176 720.14707115292549 11.378163829445841 4.6280381865799418 8.4910040944814664 leaf_count=139 56 31 110 139 117 31 44 6 424 111 114 87 325 218 99 40 17 7 326 77 3 45 533 480 206 203 3822 129 11 50 internal_value=-8.27895e-05 0.00173405 -0.00888416 -0.00663711 -0.0111952 -0.0165958 -0.0241876 -0.0280675 -0.0569652 0.0168282 -0.0186615 -0.01351 -0.0225587 -0.00729537 -0.0549635 0.00222412 -0.0197358 -0.0367043 -0.046491 -0.0047009 -0.0354744 0.027789 0.00337998 0.00151989 -0.0228306 0.00158262 0.00319874 0.0157461 -0.0329107 0.0205111 internal_weight=1407.56 1166.71 240.841 232.518 205.631 178.359 145.346 136.201 33.4458 33.0134 102.755 94.3909 76.5811 50.8506 11.5481 1158.23 57.9152 42.4744 37.4523 13.618 9.3534 29.3418 1100.31 961.622 62.0231 37.8975 899.599 179.452 16.0062 163.446 internal_count=8000 6074 1926 1816 1677 1560 1348 1304 455 212 849 735 648 323 105 5935 470 430 413 87 80 156 5465 4932 440 234 4492 670 140 530 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=31 num_cat=0 split_feature=32 13 107 43 33 0 31 13 641 13 33 7 12 31 28 81 107 107 8 199 78 33 13 12 8 85 66 52 105 239 split_gain=8.77061 14.7091 10.4029 10.2821 8.5879 10.6483 11.8665 11.365 18.3449 15.865 14.6843 11.956 13.2184 11.8074 11.7186 12.0538 17.4119 11.4727 14.014 10.8532 10.3745 11.5796 14.4705 12.5576 11.9569 10.3158 9.61579 13.9526 15.1193 12.6445 threshold=0.74251609762086679 -1783.9999999999998 2.5000000000000004 0.47880000000000006 0.14509547980217227 111183.50000000001 0.15253919193567672 -803.49999999999989 122481.60750000003 -1051.4999999999998 0.30086632413161879 15243.750000000002 -5717.4999999999991 0.22803752157246773 1.0000000180025095e-35 -907.49999999999989 1.5000000000000002 2.5000000000000004 96750.000000000015 1.0000000180025095e-35 1.0000000180025095e-35 0.496567359222502 -1330.9999999999998 -5329.9999999999991 452250.00000000006 1.0000000180025095e-35 0.04685000000000001 0.085450000000000012 5.5000000000000009 0.025363815782715401 decision_type=10 2 8 10 8 2 10 2 8 2 8 2 2 10 2 2 10 8 8 2 10 10 2 2 8 2 10 10 8 8 left_child=4 3 -3 -2 -1 7 -7 8 -6 19 -11 12 -9 -12 15 16 -13 -14 -19 20 25 -22 23 24 -23 26 -10 -28 29 -29 right_child=1 2 -4 -5 5 6 -8 11 9 10 13 14 17 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.01466392776979613 -0.061452699529704086 0.034596499616886683 -0.068748984219759862 0.076291008947823299 -0.077018995927134876 -0.011935945171042333 -0.081351686395620529 -0.080487550424253151 -0.0030929572549206019 -0.11319351988102994 -0.0035248133362975652 -0.059653097619012475 0.022771519874851501 -0.076696803384410123 0.047900925070708082 0.021085246690737077 0.013567477236968878 0.039256284223797698 -0.094627332502293479 -0.088698211094485419 0.019772606472233303 0.029392019945778815 0.067703434189493442 -0.057824238571705669 -0.063514422084796643 -0.056787139660578467 0.029782104526326493 0.026126302407461773 0.040859597370952072 -0.070086307360406261 leaf_weight=99.971387535333633 19.293789720162753 11.835477953776714 3.0658579412847766 1.4571318626403797 8.0412399806082231 27.004899917170405 7.9748257417231789 6.3324473313987246 758.33860964328051 5.0352465473115435 23.093802671879534 12.93634103797376 17.855212982743982 7.2421368677169076 26.505646303296089 88.005489327013493 21.804722905158997 3.013192214071748 5.563195127993823 3.4406788833439341 118.45894609764218 12.892682015895845 4.9346607625484458 14.982165439054368 4.7349706608802071 8.4840135518461448 53.189459064975381 4.7764339372515741 8.0082504078745824 11.980017755180596 leaf_count=281 353 63 42 1 98 173 103 63 4636 44 119 119 72 85 58 308 107 9 48 42 372 59 9 174 65 87 227 16 22 145 internal_value=-8.33355e-05 -0.024565 0.0133338 -0.0517803 0.000556285 -0.000558951 -0.0277616 0.000214881 -0.00178874 -0.00120683 -0.0341184 0.0117471 -0.0156036 -0.0209933 0.0177512 0.0112407 -0.0136973 -5.87648e-05 -0.0475892 -4.76033e-05 0.000257177 0.0121036 -0.0120933 -0.0241685 0.00443638 -0.00193048 -0.00137398 0.0153483 -0.0156526 -0.0426609 internal_weight=1400.25 35.6523 14.9013 20.7509 1364.6 1264.63 34.9797 1229.65 1047.63 1039.59 35.3712 182.016 32.764 30.3359 149.252 122.747 34.7411 26.4316 8.57639 1004.22 1000.78 156.003 37.5445 32.6098 17.6277 844.777 836.293 77.9542 24.7647 16.7565 internal_count=8000 459 105 354 7541 7260 276 6984 6200 6102 248 784 192 204 592 534 226 129 57 5854 5812 679 307 298 124 5133 5046 410 183 161 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=31 num_cat=0 split_feature=243 243 628 13 8 6 243 14 13 170 12 7 241 81 151 59 13 31 71 5 31 13 42 7 243 33 11 32 51 12 split_gain=8.40464 13.6348 11.7316 11.445 10.3877 18.2939 14.1013 13.4232 21.4132 14.5731 31.7623 13.9662 13.9571 13.9003 13.1112 13.6474 12.784 12.7411 12.5099 11.8523 14.1006 13.7864 13.2125 13.6342 11.8451 11.6642 15.004 11.5878 11.4786 11.1298 threshold=0.098038461538461519 0.10527192562857011 371.74500000000006 -4075.4999999999995 452250.00000000006 405798.75000000006 0.037488369942679005 2.5000000000000004 -1937.4999999999998 1.0000000180025095e-35 -4644.9999999999991 30111.750000000004 132525.00000000003 -2.4999999999999996 1.0000000180025095e-35 0.10450000000000002 -4884.9999999999991 0.68867496397710315 0.056750000000000009 216315.00000000003 0.65566613275645624 -4866.4999999999991 0.33750000000000008 36708.750000000007 0.04993455497382196 0.34496990492100627 -11703.499999999998 0.12843832172787026 0.65045000000000008 -4048.4999999999995 decision_type=2 2 8 2 10 2 2 10 2 2 2 2 2 2 2 10 2 10 10 2 8 2 8 2 2 8 10 8 8 2 left_child=2 -2 -1 -3 5 17 -7 8 11 14 -11 12 13 24 15 25 -8 28 -17 21 -21 -13 -22 -24 -6 -9 29 -19 -4 -27 right_child=1 3 4 -5 7 6 16 9 -10 10 -12 19 -14 -15 -16 18 -18 27 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.077323305768618414 -0.050862220073323798 -0.063864385471525328 -0.048648851636185569 0.00488175384370428 -0.0041794495499970982 -0.050152877478352412 -0.084940432364262172 -0.010907732943408943 0.015629019856731773 -0.064104949340906964 0.024926990898027294 -0.074622944424725876 -0.07882454489492742 -0.070445555115521474 0.045533253947846776 0.028925787708143965 0.020173385316388466 0.048291872710524708 -0.049745918045381199 -0.073318248369318703 0.029244515935925489 0.01148971301039349 0.012360657312150383 -0.069945596804586938 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-0.0229539 -0.0164387 -0.0269631 -0.0312366 0.0188252 -0.000388322 0.00277573 0.000739714 -0.0212878 0.00833499 -0.00636773 -0.0326505 -0.00894347 -0.0412769 -0.0537246 -0.0477623 0.00100096 -0.00581762 internal_weight=1394.04 77.555 1316.49 56.8898 1311.71 720.08 236.113 591.629 429.227 162.402 56.6029 272.964 95.8582 85.8475 105.799 99.9098 228.455 483.967 22.771 177.106 45.4098 131.696 35.2902 20.3047 75.3852 77.1388 54.713 13.7884 470.179 12.5845 internal_count=8000 665 7335 378 7278 3444 895 3834 2604 1230 338 1900 763 628 892 865 820 2549 147 1137 418 719 293 214 524 718 611 187 2362 91 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=31 num_cat=0 split_feature=49 35 32 13 691 31 198 31 13 106 0 239 5 198 159 72 11 77 58 49 195 632 613 132 239 14 8 6 241 32 split_gain=8.26545 10.2773 13.3663 13.7755 9.1757 9.3316 15.2219 14.037 13.2648 14.5938 12.7261 12.4701 16.6974 19.5417 12.152 16.8617 12.0423 11.209 13.7898 10.4327 17.1336 10.34 9.74971 10.6435 9.5171 11.4511 9.1874 14.5537 13.2266 12.0416 threshold=0.3625000000000001 0.32550000000000007 0.74251609762086679 -1783.9999999999998 186894.74250000002 0.41329823240608671 1.0000000180025095e-35 0.20024914172550759 -4442.4999999999991 2.5000000000000004 103406.50000000001 0.013057300963098853 102375.00000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.068850000000000008 -10093.499999999998 1.0000000180025095e-35 0.069350000000000009 0.065550000000000011 1.0000000180025095e-35 -2494.4999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.0092260502063349018 6.5000000000000009 452250.00000000006 721197.00000000012 61987.500000000007 0.30248840053627774 decision_type=10 10 10 2 10 10 2 8 2 8 2 10 2 2 2 8 8 10 8 8 2 8 8 2 8 8 10 2 2 10 left_child=1 2 4 -4 5 6 16 -8 9 21 -9 17 13 -13 19 -16 -1 18 -10 20 -14 -7 23 -18 25 -24 -21 -28 -29 -30 right_child=-2 -3 3 -5 -6 8 7 10 11 -11 -12 12 14 -15 15 -17 22 -19 -20 26 -22 -23 24 -25 -26 -27 27 28 29 -31 leaf_value=-0.076912642944634638 -0.072183096690830548 0.059148851074455167 -0.060869589025663577 0.0064410683998704756 0.050640179912502428 0.070352166250849363 0.042770278223756605 -0.0042610823120612573 0.047032912912292529 0.030929822599269071 -0.069776542543561568 -0.074903783234987587 -0.059971935602551589 0.051859973779724733 0.033960263038058019 -0.073683727923624751 -0.057558149826695382 0.042671406396100342 -0.05129463485120949 0.019112165935803255 0.067773884920883487 -0.061624717633883143 0.042649459650655044 0.048497569342285017 0.0046699199573971067 -0.084833354913743081 -0.059010294594079117 0.044927403541618227 0.036229639982974342 -0.0358594052137012 leaf_weight=4.6588175697252154 3.9636978898197404 7.3353884220123282 18.067230902612213 13.121694818139074 9.0841287337243539 1.5761976093053816 5.6529903747141352 12.543708439916374 5.8907009027898285 6.2408676557242861 18.118852952495217 16.856292530894283 13.728294791653754 3.7092902921140185 5.0975954905152348 12.705594932660459 11.931107921525834 24.058042630553246 9.0342589728534222 64.277576914057136 3.2452833950519553 25.401661319658164 2.4728911668062183 2.9507526718080053 1025.7901143673807 6.1233224626630554 11.415620876476167 13.721351228654383 8.1593656018376368 19.97153321094811 leaf_count=65 47 16 349 102 24 2 12 71 27 27 190 200 179 16 25 166 106 84 115 325 6 383 8 9 4917 61 140 60 20 248 internal_value=-8.37185e-05 0.000122928 -0.000191826 -0.0325509 0.000558867 0.000218169 0.00219994 -0.0296275 -0.00859745 -0.0379741 -0.0429749 -0.00399155 -0.00975159 -0.0520402 -0.00404205 -0.042862 0.00329664 0.021554 -0.0124859 0.00109565 -0.0355474 -0.0539139 0.00365277 -0.0365296 0.00423088 -0.0481601 0.00638692 -0.00896846 0.00468095 -0.01495 internal_weight=1386.9 1382.94 1375.61 31.1889 1344.42 1335.33 1090.24 36.3156 245.09 33.2187 30.6626 211.871 172.888 20.5656 152.322 17.8032 1053.93 38.983 14.925 134.519 16.9736 26.9779 1049.27 14.8819 1034.39 8.59621 117.545 53.2679 41.8523 28.1309 internal_count=8000 7953 7937 451 7486 7462 5439 273 2023 412 261 1611 1385 216 1169 191 5166 226 142 978 185 385 5101 115 4986 69 793 468 328 268 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=31 num_cat=0 split_feature=12 5 125 81 52 48 42 58 13 242 243 243 32 33 32 36 43 32 24 32 627 33 37 105 81 243 240 4 108 11 split_gain=7.99994 12.6653 8.10549 13.7603 12.1794 12.9631 14.8362 14.1507 16.6627 17.3187 19.472 13.9591 18.0482 12.3169 12.3002 14.8153 11.4819 11.7292 10.5725 16.1715 11.6362 13.5121 10.6495 13.9644 10.1549 9.63756 8.95916 8.92745 13.6485 20.9867 threshold=-12884.999999999998 57748.500000000007 1.0000000180025095e-35 -2823.4999999999995 0.080950000000000008 0.19695000000000004 0.21250000000000005 0.067500000000000018 -479.99999999999994 0.23305333333333331 0.046608386952843209 0.05120182789417161 0.43020013989626366 0.25191907186227297 0.52750536689617267 0.99825000000000019 0.012550000000000002 0.65446065328617531 16.500000000000004 0.24993914863111408 8336.2950000000019 0.068942740798994817 0.67700000000000016 1.0000000180025095e-35 -212.49999999999997 0.046825972411343307 1.1198415851149819 1.5000000000000002 1.0000000180025095e-35 -1460.4999999999998 decision_type=2 2 2 2 10 10 10 10 2 2 2 2 10 8 10 10 10 8 2 8 10 10 8 10 2 2 2 2 2 10 left_child=1 -1 3 -2 5 6 7 8 9 10 -4 14 -13 -14 -12 25 17 -11 27 -20 21 22 -21 -24 26 -16 -10 28 29 -5 right_child=2 -3 4 18 -6 -7 -8 -9 24 16 11 12 13 -15 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.041033267144399296 -0.064586248972002339 -0.066150556279141029 -0.070026179039307565 0.0024845484589915449 -0.070169823101407416 0.026970621952188602 -0.067466437393813306 0.022005794518491981 -0.045892284471701753 0.031462675464819366 0.028897010214952945 -0.099152889074606898 0.029508760164278239 -0.043451237357364975 0.044903890520686107 0.07491774600304571 -0.0750186233840551 -0.061145621552172319 0.025269568356596103 0.060998306886603543 0.036653627815551197 -0.069585238237716257 -0.073929913710250775 0.066212386879820687 0.053851897421055797 -0.071175787751908734 0.06453618883589253 0.015539553399075427 0.0034351034040177274 -0.058024178134173925 leaf_weight=3.7585523817688218 7.6964496094733468 10.333843871951101 24.347082793712616 36.637264603748918 7.6707826964557162 26.17557742446661 10.794768056832252 33.984200585633516 6.5034990124404448 26.986389294266704 20.615186650305986 9.6026372332125884 8.7179760485887545 17.191553764045238 2.1395495720207682 2.7864632606506339 3.5665473453700534 3.915110243484377 15.070083051919935 4.1308194138109657 4.9018611721694461 21.954449938610196 6.5627355054020882 2.4378758184611797 13.36971393227577 10.886040637269614 2.5596228614449501 136.50699155777693 875.47661726176739 23.535710988566279 leaf_count=13 132 180 388 225 109 135 173 174 65 111 71 97 23 227 8 2 51 73 40 7 19 314 77 3 22 161 3 532 4361 204 internal_value=-8.4322e-05 -0.0375638 0.000302132 0.00204236 -0.00821771 -0.00609753 -0.0104699 -0.00718271 -0.0136581 -0.0204885 -0.0313759 -0.0182952 -0.0406021 -0.0189018 0.00345138 -0.0297237 0.00992556 0.0197295 0.00249729 -0.0188713 -0.0355065 -0.0455881 -0.00546718 -0.0359714 0.0261542 -0.0521088 -0.0147049 0.00359462 0.00185191 -0.0211825 internal_weight=1380.82 14.0924 1366.72 1134.91 231.813 224.142 197.966 187.172 153.187 130.755 96.2865 71.9394 35.5122 25.9095 36.4272 15.8121 34.468 30.9015 1127.21 55.0578 39.9877 35.0859 13.1314 9.00061 22.4328 13.0256 9.06312 1072.16 935.65 60.173 internal_count=8000 193 7807 5914 1893 1784 1649 1476 1302 1212 977 589 347 250 242 171 235 184 5782 460 420 401 87 80 90 169 68 5322 4790 429 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=31 num_cat=0 split_feature=13 10 11 32 34 6 13 239 24 196 240 671 241 7 613 24 241 240 8 8 24 239 12 57 52 9 32 33 135 13 split_gain=7.64755 8.2635 7.60165 7.98342 8.72368 9.74528 8.50147 14.6833 14.7932 8.49903 8.16928 7.9483 7.78883 7.86804 11.9192 11.9877 13.0354 18.4694 11.7864 17.1789 17.7977 15.1051 15.3183 21.0123 19.7799 17.0014 29.7313 17.9485 21.6518 16.1607 threshold=-5278.4999999999991 -12947.499999999998 -10093.499999999998 0.093418472625969654 0.0079500000000000022 1007136.0000000001 -3075.4999999999995 0.33080146261453408 12.500000000000002 1.0000000180025095e-35 0.13679728155391893 8398.4850000000024 349875.00000000006 28127.250000000004 2.5000000000000004 16.500000000000004 45562.500000000007 1.0992493592090813 848250.00000000012 491523.75000000006 13.500000000000002 0.051046395217073104 -4121.4999999999991 0.040850000000000004 0.010750000000000001 0.013083500000000001 0.65658397972684035 0.20975246376772819 1.0000000180025095e-35 -3530.4999999999995 decision_type=2 2 8 8 8 2 2 8 2 2 2 10 2 2 8 2 2 2 8 10 2 8 2 8 8 2 10 8 2 2 left_child=1 -1 -2 6 5 -5 7 8 -4 11 -8 12 13 14 -6 18 -17 -18 19 21 -21 -16 23 24 -23 26 27 -24 -29 -25 right_child=2 -3 3 4 9 -7 10 -9 -10 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 22 25 29 -26 -27 -28 28 -30 -31 leaf_value=-0.067057069896966165 -0.049181214012035041 0.055959542652714633 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52.108120713382959 23.839563755318522 7.8897799970582119 11.293683424592016 88.263621643185616 39.871941633522511 184.9603223670274 18.579124176874757 8.0347594320774061 24.156346863135695 66.748437898233533 leaf_count=124 107 4 34 71 112 10 9 48 24 56 135 27 74 2872 638 81 243 20 80 465 135 89 33 631 178 804 84 31 237 544 internal_value=-8.53471e-05 -0.0451816 0.000223281 0.000505221 -0.000484338 -0.0514857 0.0153726 -0.00827715 -0.0570574 -0.000148144 0.0259879 8.87877e-05 -0.000251037 -5.33998e-06 -0.00325906 -0.00244585 -0.031205 -0.0544028 -0.00102515 -0.00206551 -0.0244812 0.000745988 -0.00390059 -0.0140849 0.0149115 0.00445934 -0.0181851 -0.0408056 -0.0598324 -0.0230191 internal_weight=1373.68 9.33725 1364.35 1356.61 1271.95 8.32958 84.6596 26.2275 9.71341 1263.62 58.4321 1259.41 1250.26 1245.43 745.631 733.493 34.5287 21.9904 698.964 681.467 75.9477 605.52 449.798 202.774 47.7617 247.024 62.0639 43.4848 32.1911 155.012 internal_count=8000 128 7872 7765 7515 81 250 106 58 7434 144 7378 7351 7277 4405 4293 344 263 3949 3869 600 3269 2631 1442 267 1189 385 301 268 1175 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=31 num_cat=0 split_feature=243 243 11 77 628 32 8 7 38 243 10 33 241 32 14 13 170 12 50 33 7 241 7 33 73 240 1 7 43 13 split_gain=7.70065 12.3963 10.9758 18.5024 10.1468 9.798 8.97991 16.3842 14.1209 13.745 12.808 14.6345 13.3772 13.1521 12.1842 18.5958 12.9748 28.8446 11.9468 13.4353 11.9353 12.9047 13.0597 16.515 14.2801 13.1723 11.9735 11.883 13.7296 11.4554 threshold=0.098038461538461519 0.10145403377110691 -1761.9999999999998 1.5000000000000002 371.74500000000006 0.73784184380059004 452250.00000000006 26772.750000000004 0.0062500000000000012 0.079778170966896808 -9870.4999999999982 0.5145945707321371 50812.500000000007 0.50157634424248076 2.5000000000000004 -1937.4999999999998 1.0000000180025095e-35 -4644.9999999999991 0.97885000000000011 0.6049744322639975 30111.750000000004 132525.00000000003 26649.000000000004 0.62376832935934801 0.063850000000000004 0.093920388437701716 1.0000000180025095e-35 32339.250000000004 0.056950000000000008 -2593.4999999999995 decision_type=2 2 8 10 8 10 10 2 8 2 2 8 2 8 10 2 2 2 10 8 2 2 2 8 8 2 2 2 10 2 left_child=4 -2 5 -4 -1 -3 7 10 -9 -10 -6 12 -12 -14 15 20 18 -18 19 29 21 22 23 24 -8 -24 -25 -20 -29 -16 right_child=1 2 3 -5 6 -7 14 8 9 -11 11 -13 13 -15 16 -17 17 -19 27 -21 -22 -23 25 26 -26 -27 -28 28 -30 -31 leaf_value=-0.074337674003542811 -0.061986608020814675 -0.064902809403356243 0.01584577479395213 -0.074492806062833636 0.0038906332546045637 0.053070525508684324 -0.07674914068367554 -0.089745881609646999 0.028519522932980643 -0.040908613126259229 0.033211400139028784 -0.053411888504165374 -0.0070083589882458663 -0.10003925038968829 -0.0052837962265620602 0.01475433361923671 -0.062827103555402983 0.02363350985386942 -0.055139776921650854 -0.070479714857536208 0.00068736039731297867 -0.077011355181620236 0.037042616803025126 0.014248799797999838 0.02023342955673571 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threshold=0.3625000000000001 0.32550000000000007 0.74251609762086679 -1783.9999999999998 0.55583709744822496 0.82035000000000013 0.76185000000000003 1.0000000180025095e-35 0.28530000000000005 -656.49999999999989 1.0000000180025095e-35 -405.49999999999994 1.0000000180025095e-35 -12498.999999999998 0.043550000000000005 216315.00000000003 1.5000000000000002 0.35502517441964682 0.33742294229572678 1.0000000180025095e-35 36708.750000000007 1.0000000180025095e-35 0.21612380952380952 0.13336920447588854 0.14045000000000005 0.060450000000000011 0.055828908769251208 0.054465751261471455 4.5000000000000009 -4261.4999999999991 decision_type=10 10 10 2 8 10 10 10 8 2 2 10 2 2 10 2 2 10 8 2 2 2 2 2 10 10 2 2 10 2 left_child=1 2 5 -4 -5 6 10 8 9 -7 11 15 21 14 -14 19 17 18 -17 -1 -21 24 -23 -24 25 26 27 29 -28 -12 right_child=-2 -3 3 4 -6 7 -8 -9 -10 -11 12 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.014729401696317243 -0.070527468883789579 0.056272960562064461 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494 6313 2179 4134 456 365 2138 601 517 376 1537 305 3678 404 143 3274 3208 3005 2126 879 2077 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=31 num_cat=0 split_feature=248 125 81 52 52 5 241 33 5 50 242 57 33 7 28 24 32 613 33 57 105 4 76 108 11 9 30 14 81 31 split_gain=7.33782 7.13901 12.6038 11.1376 11.9736 11.3435 19.609 14.5321 16.7471 12.5732 9.92626 13.3982 12.6207 9.7603 9.30402 9.24048 14.1609 10.9898 12.7858 9.81365 11.4263 8.30596 12.7891 12.2888 18.3367 14.9541 14.4272 12.8088 11.9616 13.9836 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -2823.4999999999995 0.080950000000000008 0.075250000000000025 133425.00000000003 89550.000000000015 0.58060556429891952 75487.500000000015 0.95505000000000007 0.17081176470588239 0.028450000000000007 0.47495059899960718 55989.000000000007 1.0000000180025095e-35 16.500000000000004 0.24993914863111408 1.5000000000000002 0.068942740798994817 0.015450000000000002 1.0000000180025095e-35 1.5000000000000002 0.010650000000000001 1.0000000180025095e-35 -1460.4999999999998 0.0098314999999999514 1.0000000180025095e-35 10.500000000000002 -1333.4999999999998 0.50120499072861158 decision_type=8 2 2 10 10 2 2 8 2 8 2 10 10 2 2 2 8 8 10 8 10 2 8 2 10 2 2 8 2 8 left_child=-1 2 -2 4 5 7 9 -3 -9 -7 11 14 -13 -12 -8 21 -17 -18 19 -19 -21 23 -23 24 25 -4 -27 -26 29 -24 right_child=1 3 15 -5 -6 6 10 8 -10 -11 13 12 -14 -15 -16 16 17 18 -20 20 -22 22 28 -25 27 26 -28 -29 -30 -31 leaf_value=-0.07858309037851513 -0.063638923049518348 0.027275779754944968 0.040815999030300532 -0.068944747604803625 0.072231558612680408 0.060414311881482212 -0.04650534015444785 0.038378514332792879 -0.063515366942982293 -0.046625055923216613 0.025646039952044952 0.028084259094548036 -0.059642945501321876 -0.064784127169014924 0.012717343923582381 0.023503220061507561 0.037289180469478683 0.060544081202047018 -0.068018516673854987 -0.071117357384809093 0.057808944517604058 -0.089840464055736258 0.020193785819422869 0.0029789708181346439 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0.0122796 0.0178844 -0.0333312 0.00213968 -0.0182518 -0.0342699 -0.0443061 -0.00412747 -0.0345942 0.00315106 0.0147665 0.00147593 -0.0204389 0.00147212 -0.0243524 -0.0553881 0.0170388 -0.0141534 internal_weight=1355.62 1352.65 1127.47 225.183 217.919 213.137 154.579 58.5572 17.5563 50.452 104.127 66.0989 27.757 38.0285 38.3419 1120.14 52.9313 38.2556 33.5502 12.4518 8.46426 1067.21 134.51 932.697 59.8635 36.7951 22.2142 23.0683 131.65 24.918 internal_count=8000 7966 6045 1921 1812 1805 1418 387 225 549 869 634 207 235 427 5906 468 428 411 87 80 5438 532 4906 440 234 183 206 503 152 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=31 num_cat=0 split_feature=12 5 13 10 78 7 241 33 12 241 10 240 80 31 691 242 627 33 240 9 32 13 241 24 19 11 111 7 125 38 split_gain=6.89081 12.0455 6.86609 7.68801 6.8814 10.6888 10.9311 13.6275 12.3333 9.88313 9.35378 11.5932 13.5261 8.58933 7.60051 8.19636 17.7376 15.6859 19.8906 12.859 14.3653 13.422 12.9925 11.8311 14.1279 24.616 11.9085 14.1003 16.5243 14.7257 threshold=-12884.999999999998 57748.500000000007 -5278.4999999999991 -12947.499999999998 1.0000000180025095e-35 49700.250000000007 137250.00000000003 0.496567359222502 -5329.9999999999991 48937.500000000007 -10547.499999999998 0.50001666777785203 1.0000000180025095e-35 0.09545338993537146 186894.74250000002 0.11001666666666667 17448.975000000002 0.23988384837774554 0.90248591318543026 0.011311499999999952 0.45817966136926785 -4843.4999999999991 153562.50000000003 8.5000000000000018 1.0000000180025095e-35 -640.99999999999989 1.0000000180025095e-35 17068.500000000004 1.0000000180025095e-35 0.028450000000000007 decision_type=2 2 2 2 10 2 2 10 2 2 2 2 10 8 10 2 10 8 2 2 8 2 2 2 2 8 2 2 2 8 left_child=1 -1 3 -2 14 6 7 10 9 -9 -6 12 -12 -10 15 17 23 -4 19 -19 22 -22 -21 24 -17 -26 -25 -28 29 -29 right_child=2 -3 4 -5 5 -7 -8 8 13 -11 11 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 26 25 -27 27 28 -30 -31 leaf_value=0.040709386104331842 -0.066321267743438411 -0.065365377727101784 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27.605585781857371 4.5343561805784693 32.526033256202936 12.640479724854229 661.21821049880236 8.9110910221934301 12.484403403475882 7.3919949438422909 5.519461002200841 8.1679861973971111 66.443339867517352 leaf_count=13 122 180 182 4 350 57 103 37 2 86 16 22 37 174 26 492 97 307 378 161 26 456 33 3871 98 47 82 69 120 352 internal_value=-8.37884e-05 -0.035857 0.000273195 -0.0438212 0.000564652 0.00916054 0.0111709 0.0056009 -0.0237764 0.00595989 0.0129478 -0.0225662 -0.0626858 -0.0566117 -0.000943675 -0.00130951 0.000782112 -0.0100573 -0.0179439 -0.0308995 -0.0205272 -0.042988 0.000155761 0.00141625 0.0143486 -0.0232238 -0.00113505 -0.0184668 -0.0123714 -0.00472186 internal_weight=1348.98 13.3285 1335.65 8.77042 1326.88 198.072 192.311 157.848 31.5784 16.5712 126.269 16.1668 8.5186 15.0072 1128.8 1119.9 903.799 216.101 160.938 104.287 77.3065 37.0604 40.2461 896.452 147.711 21.3955 748.741 87.5228 80.1308 71.9628 internal_count=8000 193 7807 126 7681 884 827 724 299 123 425 75 53 176 6797 6771 5228 1543 1361 983 676 482 194 5131 637 145 4494 623 541 421 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=31 num_cat=0 split_feature=243 243 6 162 81 624 32 10 14 169 0 21 13 33 243 8 240 12 13 62 81 5 43 5 33 50 12 32 148 29 split_gain=6.91724 11.6771 10.4572 11.8457 11.0183 9.30064 8.60985 10.5811 8.5112 8.40166 20.6605 9.28846 7.99537 7.46501 7.35981 13.1742 13.0298 12.2247 10.2053 10.2013 10.1696 10.0834 17.0602 15.8869 22.5196 14.5665 11.6089 12.87 10.6852 11.03 threshold=0.098038461538461519 0.10145403377110691 127721.25000000001 1.0000000180025095e-35 -283.49999999999994 520.42500000000007 0.70524790515219404 -11135.499999999998 8.5000000000000018 1.0000000180025095e-35 105205.00000000001 2.5000000000000004 -111.49999999999999 0.45521539971942787 0.046336771124979505 902250.00000000012 0.25906530962480728 -12376.499999999998 -4225.4999999999991 0.40805000000000008 -2823.4999999999995 90144.000000000015 0.019550000000000001 66825.000000000015 0.56294776606265007 0.97935000000000005 -3608.4999999999995 0.061032767986507953 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 10 2 10 2 2 2 2 10 2 10 2 2 2 10 2 2 8 2 8 10 2 8 2 2 left_child=5 -2 6 8 -5 -1 7 -3 12 14 -11 -12 -4 -13 16 17 -7 -16 -18 20 -19 22 -22 24 -24 26 27 -25 29 -28 right_child=1 2 3 4 -6 9 -8 -9 -10 10 11 13 -14 -15 15 -17 18 19 -20 -21 21 -23 23 25 -26 -27 28 -29 -30 -31 leaf_value=-0.075525877670850616 -0.061373720482310989 -0.043391871890219487 -0.069425788582921658 -0.040340263781999709 0.058513267003697612 0.00096559062953977242 0.076423697722335177 0.037825032535617746 -0.0018253282481656445 -0.090705237172604647 0.019547041566569466 -0.11234655707503825 0.045725373764027653 0.0067903914058471057 -0.064798970720298207 -0.071652151919810572 -0.057056449661733427 -0.068117334504231727 -0.012673434790488519 -0.075697015578024954 0.036065757346992945 0.0092630727412705959 -0.092632226291413738 0.046580022132370835 0.036244738848126311 0.011129638365410177 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-0.00346896 0.00511287 -0.0199151 0.00567147 0.00607519 0.00651876 -0.0054427 -0.0126126 0.0192588 -0.0228103 -0.0344 -0.0587389 -0.0171217 -0.00806505 internal_weight=1342.72 73.6297 62.1753 40.3692 11.8977 1269.09 21.8061 16.4352 28.4715 1265.11 30.2581 21.6825 18.4839 5.28219 1234.85 788.2 446.649 782.571 94.8574 776.367 772.534 767.943 143.309 122.201 29.6221 92.5791 69.0128 28.6522 40.3606 35.9103 internal_count=8000 665 474 356 60 7335 118 105 296 7285 217 123 231 44 7068 3922 3146 3842 864 3739 3692 3620 775 703 126 577 463 251 212 178 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=31 num_cat=0 split_feature=49 59 45 105 32 51 105 127 66 10 35 13 14 11 240 70 641 28 5 125 5 239 76 31 33 158 12 32 243 57 split_gain=6.50813 8.42187 12.9655 11.2341 9.5486 9.35198 13.7962 14.6383 12.9997 11.3069 12.5537 10.779 14.1116 13.2825 13.7708 13.11 12.8105 12.6423 11.9548 10.3835 15.4299 14.9977 15.7101 11.6973 10.054 9.99608 17.7051 19.6199 15.5179 14.0571 threshold=0.3625000000000001 0.24195000000000003 0.19575000000000004 3.5000000000000004 0.30248840053627774 0.82035000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.04685000000000001 -15108.999999999998 0.12010000000000001 -823.49999999999989 8.5000000000000018 -2051.4999999999995 0.19092581756208668 0.34375000000000006 122481.60750000003 1.0000000180025095e-35 71066.250000000015 1.0000000180025095e-35 125100.00000000001 0.11323899708759211 0.051550000000000006 0.15253919193567672 0.12972141596514833 1.0000000180025095e-35 -3094.9999999999995 0.63812141500205222 0.039659585137816554 0.049750000000000009 decision_type=10 10 10 10 10 10 10 2 10 2 8 2 8 10 2 10 8 2 2 2 2 10 8 10 8 2 2 10 2 8 left_child=1 2 3 5 -4 8 7 9 11 -7 -11 12 13 -1 -15 16 -14 18 -13 24 -21 22 -22 -23 -18 -26 28 -28 -27 -30 right_child=-2 -3 4 -5 -6 6 -8 -9 -10 10 -12 17 15 14 -16 -17 19 -19 -20 20 21 23 -24 -25 25 26 27 -29 29 -31 leaf_value=-0.043291630696500938 -0.068733800519881552 0.017753397514990842 0.0058531237547314804 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9.308337098918857 21.435649841092527 22.265359650366008 12.87314512580633 597.46980339661241 28.03195689432323 18.564899388700727 8.2898722197860462 11.02181372605264 23.998103795573115 leaf_count=434 47 336 26 76 167 236 79 8 239 163 35 51 84 81 339 116 123 74 635 233 77 132 303 182 3126 129 160 51 50 208 internal_value=-8.27044e-05 9.44832e-05 -0.00079921 -0.000205506 -0.0437928 9.5901e-05 -0.0189267 -0.032321 0.00108111 -0.0413978 -0.0202029 -6.57025e-05 -0.00214738 -0.0195465 -0.0060859 -2.97464e-05 0.00063982 0.0113724 0.00528295 0.00120393 -0.0139551 -0.0280239 -0.0528917 -0.00513855 0.00325049 0.00167831 -0.0138652 -0.0478638 0.000615316 -0.0215772 internal_weight=1337.57 1334.12 1269.86 1252.56 17.2968 1247.51 61.4289 46.5536 1186.08 42.1373 25.2373 1131.76 957.495 103.892 66.3048 853.604 843.752 174.26 144.681 836.737 99.5281 65.8825 31.5737 34.3088 737.209 687.376 89.9066 26.8548 63.0519 35.0199 internal_count=8000 7953 7617 7424 193 7348 521 442 6827 434 198 6588 5828 854 420 4974 4858 760 686 4774 927 694 380 314 3847 3724 598 211 387 258 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=31 num_cat=0 split_feature=31 243 6 13 11 32 10 628 14 243 8 240 13 242 12 9 32 10 12 81 614 24 24 81 81 10 243 30 8 10 split_gain=6.52436 7.39566 10.7708 12.2256 10.6612 9.34503 13.115 8.62632 8.34693 7.36466 14.0322 12.7654 11.4366 9.88763 15.1575 11.7337 11.8538 10.9083 9.86392 9.84424 9.75275 9.56973 12.0056 14.109 12.1447 11.595 10.5047 13.3789 12.244 20.1082 threshold=0.056106464723230109 0.098038461538461519 127721.25000000001 -479.99999999999994 -423.49999999999994 0.70524790515219404 -11135.499999999998 371.74500000000006 8.5000000000000018 0.042883769079453807 902250.00000000012 0.25906530962480728 -4225.4999999999991 0.10920988700564971 -2575.4999999999995 0.008745499999999953 0.43020013989626366 -20340.499999999996 -12631.999999999998 -2823.4999999999995 4.2500000000000009 13.500000000000002 8.5000000000000018 -6.4999999999999991 -1361.4999999999998 -22149.999999999996 0.039659585137816554 1.0000000180025095e-35 838629.00000000012 -16625.499999999996 decision_type=8 2 2 2 10 10 2 8 10 2 10 2 2 2 2 2 8 2 2 2 8 2 2 2 2 2 2 2 10 2 left_child=-1 7 5 4 -4 6 -3 -2 -6 11 18 20 -13 15 -15 -14 -17 -16 -11 -20 -9 22 24 26 -22 -26 28 -28 29 -24 right_child=1 2 3 -5 8 -7 -8 9 -10 10 -12 12 13 14 17 16 -18 -19 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.045182341473377866 -0.071491743349057571 -0.047474779504161027 -0.058233472338443927 0.025920111905556549 -0.039854359373487781 0.067557503835744923 0.035818713762896685 -0.068244345863469474 0.05117226790566981 -0.062942711671865867 -0.072552047268978154 -0.068467138441576217 -0.077832218794967017 -0.079197016070066822 0.061958956581486181 0.034476645896231006 -0.020927436057794794 -0.036631561614580088 -0.066732596575497224 0.0048753353314831991 -0.042846263978604429 0.012628638424903275 -0.058482350513404516 -0.048199253325869107 -0.080021357274936533 0.030984325943112262 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0.00833321 -0.00042182 0.00401396 0.00445686 -0.000405605 0.000675808 -0.00544262 -0.0121845 0.015132 0.0249381 -0.00617499 -0.0430125 -0.00107071 -0.0191982 internal_weight=1331.63 1323.72 70.3981 45.9193 37.9553 24.4787 18.9046 1253.32 10.1532 1249.17 837.594 411.581 79.2294 67.5681 24.429 43.1391 38.7394 12.0731 831.566 826.102 332.351 327.136 216.377 162.974 53.4031 45.6775 139.669 16.9976 122.671 52.9462 internal_count=8000 7986 664 492 463 172 153 7322 63 7265 4286 2979 759 553 236 317 254 82 4196 4093 2220 2149 1455 1199 256 173 983 174 809 395 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=31 num_cat=0 split_feature=11 31 32 196 240 0 13 6 34 10 633 0 62 33 51 179 10 534 0 636 547 63 12 81 123 352 616 60 81 33 split_gain=6.3381 7.4388 6.52474 7.66508 7.61248 7.5847 10.3236 7.88491 7.53313 8.92761 6.7354 7.50312 7.20362 10.642 17.825 13.8513 13.4768 11.9007 10.8069 10.7843 10.9249 9.9705 11.969 11.0224 9.63647 9.09201 8.43012 8.24296 8.18472 7.63081 threshold=-10093.499999999998 0.82737253185005522 0.093418472625969654 1.0000000180025095e-35 0.11131755656569282 107582.50000000001 -2949.9999999999995 608629.50000000012 0.0079500000000000022 -21193.499999999996 -2120.9999999999995 102792.50000000001 0.021350000000000004 0.69332585501323363 0.77460000000000007 1.0000000180025095e-35 -16351.499999999998 3149.8875000000003 109009.00000000001 -67.499999999999986 1.0000000180025095e-35 0.0086500000000000014 -8689.9999999999982 -1837.4999999999998 1.0000000180025095e-35 24474.600000000002 0.73706488617099841 0.0097500000000000017 -1255.4999999999998 0.081997050050795717 decision_type=8 10 8 2 2 2 2 2 8 2 8 2 8 10 8 2 2 10 2 8 8 8 2 2 2 8 8 10 2 8 left_child=1 -1 4 8 -2 -6 7 -7 9 -4 11 -10 21 17 16 18 -15 25 19 -16 -21 22 -12 -23 -20 -14 -22 -19 -26 -24 right_child=2 -3 3 -5 5 6 -8 -9 10 -11 12 -13 13 14 15 -17 -18 27 24 20 26 23 29 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.070864700318287274 -0.096659556792225126 0.058766062916920617 0.038633180980060425 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1.4658002741634844 2.599696339108049 1.848173961043355 41.733282554894686 2.6570119336247453 1023.1025137156248 42.780878012999892 1.6597428657114504 11.346494338475166 9.5480493362993002 leaf_count=102 12 6 11 59 158 31 39 11 32 70 35 93 21 113 2 3 87 95 107 2 3 41 3 151 45 5753 738 6 60 111 internal_value=-8.285e-05 -0.0466159 0.000174049 -0.000730641 0.0138519 0.0159577 -0.0112386 -0.0630379 -0.000505058 -0.0492514 -0.000191565 0.0243903 -0.00075097 -0.00166202 -0.0177486 -0.0306326 0.0189417 -0.000204426 -0.0351476 -0.0480746 -0.0525276 0.0157595 -0.0153157 0.0285709 -0.00396137 0.000298259 -0.0570781 -0.0570926 0.0182565 -0.0467562 internal_weight=1325.49 7.27756 1318.21 1236.43 81.7806 80.2514 19.4296 6.43375 1232.38 7.87496 1224.51 27.2459 1197.26 1134.65 94.2685 69.7687 24.4997 1040.38 67.0163 47.3778 45.7825 62.6102 18.2772 44.333 19.6385 1031.27 44.2467 9.11268 14.0035 11.3962 internal_count=8000 108 7892 7641 251 239 81 42 7582 81 7501 125 7376 7035 1160 960 200 5875 957 745 743 341 149 192 212 5774 741 101 105 114 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=31 num_cat=0 split_feature=13 10 11 31 163 58 33 32 203 12 377 595 10 6 116 31 31 14 10 241 79 107 33 633 13 633 0 123 24 8 split_gain=6.17335 7.10314 5.99151 6.9706 6.28999 17.9426 14.5724 17.643 11.4006 12.9868 11.2207 10.7977 9.62184 13.7684 13.5408 12.0217 9.23697 8.68345 10.9861 8.34547 8.15013 13.3645 8.00442 7.562 7.61924 8.69052 7.03278 10.6081 11.2542 9.19615 threshold=-5278.4999999999991 -12947.499999999998 -10093.499999999998 0.82737253185005522 1.0000000180025095e-35 0.098750000000000018 0.51099066457943965 0.35398217670940729 1.0000000180025095e-35 -8562.4999999999982 -617.49999999999989 -28.499999999999996 -11248.499999999998 276545.25000000006 1.0000000180025095e-35 0.14831277365138276 0.39688425021409152 15.500000000000002 -11581.499999999998 37181.250000000007 10.500000000000002 1.5000000000000002 0.33848021082472263 -2120.9999999999995 -3987.4999999999995 -2163.9999999999995 111183.50000000001 1.0000000180025095e-35 12.500000000000002 155250.00000000003 decision_type=2 2 8 10 2 8 10 8 2 2 8 8 2 2 2 10 8 8 2 2 8 8 8 8 2 8 2 2 2 10 left_child=1 -1 3 -2 10 8 12 17 9 -6 -4 19 14 -14 16 -15 -7 -8 -19 -12 23 -22 -18 24 -13 -26 -25 29 -29 -28 right_child=2 -3 4 -5 5 6 7 -9 -10 -11 11 20 13 15 -16 -17 22 18 -20 -21 21 -23 -24 26 25 -27 27 28 -30 -31 leaf_value=-0.065649653447552983 -0.06997562261964016 0.0511624170568633 -0.058371987031766749 0.057090288068208928 -0.002512738627603785 0.037521441657720138 0.052767363593579857 -0.061706746734226908 0.060116808119248535 -0.081613011379250866 0.030060376842246234 0.049776036157194573 -0.098335021849213028 0.025843031648321902 0.017965944498441432 -0.067754766096582486 -0.0057396407623245202 -0.075277167907900636 0.038445252847520442 -0.078435637927723789 0.019873058868332502 -0.10172803968215249 -0.089391103710424538 0.0032837106939799902 -0.053145233635396152 0.062338809982396319 0.029639238436635962 0.015218395343305314 -0.079271265613950939 -0.085635200796778319 leaf_weight=6.7116790357977152 5.6898440066725016 1.6144608482718448 7.6679136827588081 1.3319945437833665 7.6036956058815184 3.6000739783048603 6.6456231176853153 19.826993329450488 2.2970922514796248 16.34016633592546 2.3707054927945119 16.522087993100289 4.9645654335618046 11.105535835027696 99.509778595529497 4.9641283564269534 4.9520572014152995 4.6560267321765414 3.9046900831162938 7.0230078008025885 4.2734449263662073 4.7946372814476499 6.7682396331802019 1025.1889029135928 4.5857051145285368 2.5266872867941848 2.1844697445631018 18.626490997150544 3.7929664785042396 8.3186202030628902 leaf_count=124 101 4 84 6 63 8 17 353 3 202 7 41 47 32 407 38 21 50 9 86 27 49 72 5844 50 4 12 81 52 106 internal_value=-8.19346e-05 -0.0429995 0.000190419 -0.0458721 0.000438265 -0.00779073 -0.00187991 -0.0306326 -0.0462858 -0.0564937 0.00190256 0.00232264 0.00553412 -0.0255552 0.011229 -0.00307055 -0.0325295 0.00988379 -0.0234064 -0.0510543 0.00278231 -0.044422 -0.0540467 0.00317801 0.0311497 -0.0121194 0.00255322 -0.0201937 -0.000767545 -0.06166 internal_weight=1320.36 8.32614 1312.04 7.02184 1305.01 197.139 170.898 35.0333 26.241 23.9439 1107.88 1100.21 135.864 21.0342 114.83 16.0697 15.3204 15.2063 8.56072 9.39371 1090.81 9.06808 11.7203 1081.75 23.6345 7.11239 1058.11 32.9225 22.4195 10.5031 internal_count=8000 128 7872 107 7765 1322 1054 429 268 265 6443 6359 625 117 508 70 101 76 59 93 6266 76 93 6190 95 54 6095 251 133 118 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=31 num_cat=0 split_feature=31 243 243 6 162 81 624 169 0 73 162 10 32 6 242 32 33 50 12 6 5 12 13 21 33 610 42 240 10 13 split_gain=5.99224 6.61053 9.82496 9.86253 12.6167 9.70083 7.96635 7.27474 19.0694 8.47842 7.2957 10.9055 7.05924 9.28977 13.1978 6.77166 9.92302 9.96635 12.8608 11.5296 13.1573 7.79939 8.22773 8.16977 12.2544 7.64772 6.80925 6.91427 8.6184 16.2858 threshold=0.056106464723230109 0.098038461538461519 0.10145403377110691 127721.25000000001 1.0000000180025095e-35 -283.49999999999994 520.42500000000007 1.0000000180025095e-35 105205.00000000001 0.046550000000000008 1.0000000180025095e-35 -11135.499999999998 0.70524790515219404 115841.25000000001 0.037160000000000006 0.24546903361927644 0.72311494006137489 0.97545000000000004 -5241.4999999999991 179932.50000000003 66825.000000000015 -3058.9999999999995 -4780.9999999999991 1.5000000000000002 0.17198191683706524 1.5000000000000002 1.0000000180025095e-35 1.0385128283914582 -23125.999999999996 -4843.4999999999991 decision_type=8 2 2 2 2 2 8 2 2 10 2 2 10 2 2 10 10 8 2 2 2 2 2 2 10 10 8 2 2 2 left_child=-1 6 -3 12 -5 -6 -2 15 -9 10 11 -10 13 14 -4 16 17 18 -8 20 -19 22 -21 24 -24 26 -17 28 29 -28 right_child=1 2 3 4 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 25 -18 19 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.043909368455338361 -0.072893596535146238 -0.060186343632612688 0.065704614784227275 -0.042660949038337864 -0.038229264422895558 0.056508198321003955 0.0087833021868696411 -0.088305153563583538 -0.062254600505403858 -0.056949333212422196 0.060247519622553924 0.041755482744160577 0.069499837839384723 0.046351415402167133 -0.06883160169372092 0.038682749536065715 -0.044425493995571851 0.025240581695183076 -0.10279496835610745 -0.091842458771129606 -0.10692382125649913 0.026487497740814825 0.0093710893565566548 0.015043753873448459 -0.077867061377629651 -0.08101047385936698 0.034089029072846881 0.020787307938565831 -0.00061978252083360599 -0.048984507819880882 leaf_weight=7.6959006413817397 3.6866710670292377 10.409754004329441 2.5458025708794612 25.477694188244641 4.3592963814735413 7.1081208586692792 6.4894928075373173 8.2553009483963269 4.8410393716767484 4.8422875422984353 6.3634791169315568 5.2568717747926712 5.3295042254030696 6.9626602120697489 6.4196523036807775 11.114740276709197 8.3155470751225931 3.4571574553847304 4.2896685637533647 2.0813262499868861 4.1359764635562897 93.663584038615227 10.958583049476148 83.865159915760159 6.3627877309918395 2.9387343898415557 7.9548617303371456 36.121071480214596 901.54743780614808 22.834414851851761 leaf_count=14 50 191 3 295 46 14 27 94 49 53 11 10 13 18 84 44 88 11 39 19 36 239 33 263 48 38 40 162 5710 258 internal_value=-8.13477e-05 -0.000340179 -0.0154475 -0.00744576 -0.0230582 0.0204941 0.000496168 0.000715125 -0.0237911 0.00120848 0.0183162 -0.00810799 0.0196882 0.0030214 -0.0306291 0.00131571 0.00916869 0.0112386 -0.0356203 0.0137083 -0.0467493 0.0160393 0.00656288 0.008587 -0.0226747 -0.00047163 -0.000230012 -0.000676604 -0.00150817 -0.0275212 internal_weight=1315.68 1307.99 68.6125 58.2027 36.9451 11.4674 1239.38 1235.69 29.559 21.3037 16.4614 10.0979 21.2576 15.9281 8.96545 1206.13 223.619 215.304 10.7792 204.525 7.59313 196.931 103.268 101.187 17.3214 982.511 979.573 968.458 932.337 30.7893 internal_count=8000 7986 664 473 355 60 7322 7272 217 123 70 59 118 105 87 7055 803 715 66 649 47 602 363 344 81 6252 6214 6170 6008 298 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=31 num_cat=0 split_feature=671 241 32 10 72 57 24 33 13 81 243 77 11 243 624 241 11 10 31 40 63 8 6 31 105 6 7 11 12 64 split_gain=5.95281 6.5121 6.10254 15.0393 10.6603 12.1624 9.78524 10.3467 7.38912 6.78145 6.60383 13.1252 12.6655 10.202 8.08098 7.86562 11.5045 6.68832 14.7975 12.5989 10.3387 9.06322 18.4206 17.2541 15.3407 13.788 16.96 13.8577 16.3609 16.0573 threshold=8398.4850000000024 349875.00000000006 0.71932195091684759 -19416.499999999996 0.085700000000000012 0.011150000000000002 12.500000000000002 0.43561987392395524 -15.499999999999998 -1660.4999999999998 0.098038461538461519 1.5000000000000002 -1761.9999999999998 0.10145403377110691 1047.4200000000003 53437.500000000007 -1700.4999999999998 -9870.4999999999982 0.23777258269028975 0.036900000000000009 0.079750000000000001 452250.00000000006 715297.50000000012 0.33227132442461665 1.0000000180025095e-35 506277.00000000006 22095.000000000004 -1903.4999999999998 -3515.9999999999995 0.97735000000000005 decision_type=10 2 10 2 8 10 2 8 2 2 2 10 8 2 8 2 8 2 10 8 10 10 2 10 10 2 2 8 2 10 left_child=1 2 10 -4 -5 6 7 -6 -9 -7 14 12 -12 -14 -1 16 -15 21 20 -20 -19 25 23 24 -23 27 -27 28 29 -16 right_child=-2 -3 3 4 5 9 -8 8 -10 -11 11 -13 13 15 17 -17 -18 18 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.07133900341182621 0.040686294263105695 -0.061977992546235795 -0.064452819798049496 -0.066926364245181336 0.037600505190434272 -0.057659645641445267 -0.063018122869752516 -0.06447484593325746 0.068320067429713915 0.040687691672387442 -0.061716441739881979 -0.066046723816941919 -0.061006561944730767 0.064602723387861175 -0.049149189874388911 0.025787862062835121 -0.069470052519714567 0.0043433474455571927 0.044068797018210086 -0.068897351050891412 -0.067894026489528261 -0.0028337596875165007 0.0041860059631194093 -0.050463134005925031 -0.06850113230985222 -0.080672992763937468 0.028136117905461968 0.0086598713099940178 0.0070843505095182051 0.0015264740432220231 leaf_weight=3.7973161842674017 8.8947817552834731 4.2734169848263255 12.464834881946443 5.8683715146034947 9.4471154082566553 1.9231169484555746 8.43077230080962 6.0681763403117666 1.2661024332046489 19.794241397641599 8.2498037684708816 10.547253135591744 5.0534062329679719 2.2557399459183216 37.964253736659884 31.016003997996449 5.504344228655099 66.393181286752224 2.929818723350766 15.664199987426398 5.3524827286601058 107.90040459576994 340.87812266778201 30.475005860440433 9.6926896981894952 3.7214041426777831 95.098563630133867 356.87659584823996 66.281212931498885 26.57389291934669 leaf_count=52 30 76 239 121 30 41 158 113 1 104 150 157 86 3 333 140 64 248 7 147 47 606 2107 364 106 44 282 1645 331 168 internal_value=-7.84396e-05 -0.00035698 -0.000154025 -0.015054 -0.00339166 0.00455313 -0.0190709 0.0030076 -0.0415507 0.0319788 0.000635128 -0.0151833 -0.00488223 0.00581538 0.00148213 0.0145238 -0.0304971 0.00171933 -0.0113476 -0.0510975 -0.00104582 0.00281696 -0.0022102 -0.0169354 -0.00824644 0.00700783 0.0240385 0.00355696 -0.0103638 -0.0282832 internal_weight=1310.66 1301.76 1297.49 65.2627 52.7979 46.9295 25.2122 16.7814 7.33428 21.7174 1232.23 62.6266 52.0793 43.8295 1169.6 38.7761 7.76008 1165.8 90.3397 18.594 71.7457 1075.46 488.946 148.068 117.593 586.516 98.82 487.696 130.819 64.5381 internal_count=8000 7970 7894 807 568 447 302 144 114 145 7087 600 443 293 6487 207 67 6435 449 154 295 5986 3183 1076 712 2803 326 2477 832 501 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=31 num_cat=0 split_feature=49 35 32 13 33 691 31 198 0 241 160 58 31 0 7 8 6 239 10 14 36 0 45 11 31 239 14 241 0 32 split_gain=5.8804 7.55547 9.25789 11.4027 7.3143 6.38653 6.31102 12.8856 11.471 10.957 10.4451 14.7657 11.1248 10.2178 11.4415 10.1077 18.7653 10.0641 8.93059 12.9663 13.4021 12.328 10.8238 8.72847 8.39665 8.27749 9.00725 7.73101 7.60181 10.7981 threshold=0.3625000000000001 0.32550000000000007 0.74251609762086679 -1783.9999999999998 0.55583709744822496 186894.74250000002 0.41329823240608671 1.0000000180025095e-35 101798.50000000001 26280.000000000004 1.0000000180025095e-35 0.098750000000000018 0.45804222861048433 110641.50000000001 10127.250000000002 249750.00000000003 428177.25000000006 0.27121399158613485 -17548.999999999996 8.5000000000000018 0.97545000000000004 101178.50000000001 0.36175000000000007 -10093.499999999998 0.18732552899119689 0.0092260502063349018 7.5000000000000009 223875.00000000003 105360.50000000001 0.54205750082399329 decision_type=10 10 10 2 8 10 10 2 2 2 2 10 10 2 2 10 2 10 2 10 8 2 10 8 8 8 8 2 2 8 left_child=1 2 5 -4 -5 6 7 23 -9 -8 12 -12 17 14 -14 -16 27 -11 28 20 -20 -22 -23 -1 -10 26 -25 -17 29 -18 right_child=-2 -3 3 4 -6 -7 9 8 24 10 11 -13 13 -15 15 16 18 -19 19 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.072179912038464508 -0.067550639293167763 0.052757880782510418 -0.059167923943028201 0.029457329632827468 -0.059646868043994161 0.043817830817328485 -0.073333593629453284 0.021436238267093885 0.031916667247712471 -0.064860301926683073 -0.071047529242097174 0.034540355636835128 -0.066529914603785004 -0.053363125580058381 0.028730388386757528 -0.073296718933085106 0.019231904317965485 0.021822223957283501 0.025597283115926701 0.027342055753638596 0.023516351375362125 -0.063047608246870626 0.045566502563826071 0.03540194829365767 -0.056274036977385714 0.0035167046828464576 -0.082213974704939935 0.044564261356589169 0.032962131587342958 -0.059385565492764497 leaf_weight=3.864509773440659 3.2212631702423087 6.7735370695590964 14.552619073539974 8.9664882179349625 3.0991695951670417 8.4233191907405836 6.1358482837676993 8.5628592520952207 3.0731754601001766 12.304293757304551 12.547755609266462 4.4979369305074206 5.6294140750542274 8.2326720776036364 37.849940529093146 11.062201226130126 14.274005006998772 4.6004935055971137 11.04791642632336 18.800011163577437 6.5711026368662706 24.445006205700341 2.531276185065507 2.2975568957626811 22.16630766633898 987.58318800106645 5.5840226747095585 1.5915219988673914 37.723700247704983 6.2933562267571679 leaf_count=65 47 16 349 38 64 24 86 34 8 157 194 18 95 123 207 152 69 27 55 98 44 359 7 9 231 5032 60 7 198 127 internal_value=-7.8696e-05 8.83529e-05 -0.000187283 -0.0293699 0.00657014 0.000425475 0.000135222 0.00179126 -0.0285704 -0.00743051 -0.00559248 -0.0431855 -0.00243517 0.00109342 0.00361465 0.00590789 -0.00052229 -0.0412704 0.00550377 -0.00748481 -0.0221667 -0.0378965 -0.052856 0.00281824 -0.0455359 0.00310939 -0.0479278 -0.0584728 0.0196297 -0.00482406 internal_weight=1304.31 1301.09 1294.31 26.6183 12.0657 1267.69 1259.27 1033.13 33.8023 226.138 220.003 17.0457 202.957 186.052 177.819 172.19 134.34 16.9048 121.686 63.3953 44.5953 33.5474 26.9763 999.329 25.2395 995.465 7.88158 12.6537 58.2911 20.5674 internal_count=8000 7953 7937 451 102 7486 7462 5439 273 2023 1937 212 1725 1541 1418 1323 1116 184 957 563 465 410 366 5166 239 5101 69 159 394 196 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=31 num_cat=0 split_feature=13 10 78 242 9 33 6 243 32 11 33 103 243 9 76 31 193 24 242 13 33 32 33 10 130 10 243 243 240 23 split_gain=5.54749 6.6 5.43393 8.95902 15.377 10.0845 10.3948 6.96187 10.7818 10.6259 7.11591 6.88434 12.7953 6.87576 15.4943 18.7688 6.2921 12.2961 6.60623 6.47437 15.3584 10.4689 10.4409 9.77217 11.7355 10.3482 13.8923 18.8996 12.0862 10.9678 threshold=-5278.4999999999991 -12947.499999999998 1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 0.37825236717528976 1171235.2500000002 0.06189217885145306 0.65658397972684035 -1523.4999999999998 0.16097600531655851 1.0000000180025095e-35 0.079258953425916767 0.018421500000000004 0.079150000000000012 0.32278925462410252 1.0000000180025095e-35 14.500000000000002 0.37179696969696974 -4843.4999999999991 0.39019688424055093 0.28596708180499503 0.11392442368259932 -23209.499999999996 1.0000000180025095e-35 -21535.999999999996 0.037976074986666254 0.028658003551990201 0.21820219601074028 2.5000000000000004 decision_type=2 2 10 2 2 10 2 2 8 10 10 8 2 2 8 8 2 2 2 2 8 8 10 2 2 2 2 2 2 2 left_child=1 -1 16 7 5 11 -7 13 9 -9 -11 -5 -13 14 -4 -16 19 18 -18 20 22 -22 -2 24 -21 26 27 -25 -28 -27 right_child=2 -3 3 4 -6 6 -8 8 -10 10 -12 12 -14 -15 15 -17 17 -19 -20 23 21 -23 -24 25 -26 29 28 -29 -30 -31 leaf_value=-0.064809377495116047 0.031837142117884694 0.049453009521413877 0.033716244136443384 0.02527180058155333 -0.087420056321340783 -0.072810699589775527 0.024991078136261852 -0.090006339885798592 0.03504348889403737 0.025477301165501648 -0.054019662982361917 -0.078787621878288458 0.043596675099885795 0.028132564804201302 0.03972013874382823 -0.075844004710369783 -0.077105016691461192 0.024464417452207118 0.026460638220353851 -0.0053176221458946533 -0.042350440427274261 0.033965609755899788 -0.087943369100155891 0.060864593819192195 -0.072802738381334026 -0.0049315657368760313 0.04862326802339792 -0.07550349356809799 0.0059648607011203612 0.0090272944845209251 leaf_weight=6.3022690936923027 2.735264025628565 1.5807948634028424 17.015773378312588 27.497402254492044 5.6455083219334474 8.018593851476906 4.1090460550039998 5.3806221298873451 9.3105730395764095 7.272137004882099 4.5927167925983667 4.9294309318065626 3.7683367729187012 79.000023238360882 5.4017656892538044 10.050370811484754 9.8893675561994332 6.5737228933721772 1.8237553574144829 16.841369164176285 5.0025522578507653 44.181897223927081 5.4328917786478996 3.6819884907454243 10.432777883484961 743.5594568150118 30.547453484497964 8.1975478474050743 36.37745292019099 173.5690137334168 leaf_count=124 7 4 55 73 62 104 25 61 34 19 34 35 7 285 12 100 120 40 7 146 47 250 62 15 145 4877 88 116 252 794 internal_value=-7.97035e-05 -0.0418963 0.000175667 0.00793667 -0.00933627 -0.000213817 -0.0396738 0.0146905 -0.00831591 -0.031725 -0.00529485 0.0130077 -0.0257642 0.0201715 0.00080099 -0.035445 -0.00118035 -0.0302644 -0.0609796 -0.000688144 0.0156593 0.0262035 -0.0478326 -0.00160445 -0.0311317 -0.000795828 0.0165912 -0.0332371 0.025436 -0.00228981 internal_weight=1298.72 7.88306 1290.84 191.992 53.9683 48.3228 12.1276 138.024 26.556 17.2455 11.8649 36.1952 8.69777 111.468 32.4679 15.4521 1098.85 18.2868 11.7131 1080.56 57.3526 49.1844 8.16816 1023.21 27.2741 995.933 78.8044 11.8795 66.9249 917.128 internal_count=8000 128 7872 906 306 244 129 600 148 114 53 115 42 452 167 112 6966 167 127 6799 366 297 69 6433 291 6142 471 131 340 5671 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=31 num_cat=0 split_feature=31 198 33 31 0 31 59 10 12 8 6 6 0 241 11 0 31 239 14 50 66 240 33 107 32 32 53 10 31 63 split_gain=5.41741 5.62233 13.2682 11.4843 10.3185 6.76086 19.7275 14.8321 10.4549 10.1254 9.57721 11.6833 8.40578 8.22718 8.13562 8.04384 7.86276 8.62436 8.9415 7.70534 11.7197 8.91417 9.5105 7.44791 9.55242 7.32374 10.1037 6.35988 18.0859 11.2524 threshold=0.056106464723230109 1.0000000180025095e-35 0.32885910741650776 0.84213635990740709 103515.50000000001 0.50328112624234611 0.02775 -17548.999999999996 -739.49999999999989 1.0000000180025095e-35 674437.50000000012 1013080.5000000001 103004.00000000001 33975.000000000007 -10093.499999999998 100682.50000000001 0.49204903429409219 0.0092260502063349018 6.5000000000000009 0.98485000000000011 0.056250000000000008 0.34006802721088442 0.092921133376164464 1.0000000180025095e-35 0.35048709203022271 0.64351950249715595 0.10070000000000003 -9870.4999999999982 0.23777258269028975 0.079750000000000001 decision_type=8 2 10 8 2 10 10 2 2 10 2 2 2 2 8 2 10 8 8 10 8 2 8 8 10 8 8 2 10 10 left_child=-1 5 3 -3 -5 14 7 10 9 -9 12 23 -7 -8 -2 -15 17 18 -16 25 -21 22 -22 -12 -25 -17 -27 -19 29 -29 right_child=1 2 -4 4 -6 6 13 8 -10 -11 11 -13 -14 15 16 19 -18 27 -20 20 21 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.042456008307121908 -0.070143876020906548 0.032099161089792792 -0.048854319890496926 0.012286112289118672 -0.077748856913565201 0.0072435770400120451 -0.070367173794772947 0.06170799677720859 -0.00021539411373168373 -0.07131532535180056 0.070853369615574188 -0.061505626615826897 -0.06115350093452241 -0.07296203157314271 0.03954557317794382 0.030049844983692772 0.04096511042885588 0.0032361394806619914 -0.078814482632304395 -0.068769431723182103 0.061467468237708024 0.03141905484230139 -0.067695872180676284 0.046716373389035004 -0.060922120456559675 -0.060247013934378285 0.030370909480986197 0.004473774892720498 -0.061667121490609017 -0.067024362988087519 leaf_weight=7.4432710222899905 3.9133714358322322 16.374936629086736 19.550384528003633 6.5892186649143678 6.1545558534562588 7.764446901157501 3.3880799338221541 1.5086749903857732 8.1033069975674135 27.617939024232328 7.8752626003697577 3.8020576871931544 10.658228983171282 2.9031107528135172 2.1383293718099567 49.528220446780324 12.84379969909787 948.21924812160432 6.2875024713575849 6.5338119529187706 1.8939435482025171 13.96297480445355 5.7578983725979924 5.1352059952914697 3.4432612480595708 5.9023004802875194 6.4238916551694283 72.360205553472042 14.549872830510138 5.9559092111885539 leaf_count=14 74 54 289 27 52 64 57 3 58 445 25 72 159 45 8 241 53 5180 73 112 2 80 92 10 62 124 56 286 130 53 internal_value=-7.75791e-05 -0.000323542 -0.0169934 0.00439813 -0.0311959 0.000331545 -0.00886112 -0.0279219 -0.0504495 -0.0644251 -0.00623803 0.0174897 -0.0323268 0.00616443 0.00181616 0.00895537 0.00208124 0.00160538 -0.0487768 0.0115977 -0.0100891 0.00764908 -0.035726 0.0357436 0.00351198 0.0214668 -0.0130208 0.00201314 -0.0104744 -0.00096363 internal_weight=1294.58 1287.14 48.6691 29.1187 12.7438 1238.47 172.203 75.9084 37.2299 29.1266 38.6785 20.2558 18.4227 96.2942 1066.27 92.9062 1062.35 1049.51 8.42583 90.003 28.1486 21.6148 7.65184 16.4537 8.57847 61.8544 12.3262 1041.09 92.866 78.3161 internal_count=8000 7986 422 133 79 7564 1707 898 506 448 392 169 223 809 5857 752 5783 5730 81 707 286 174 94 97 72 421 180 5649 469 339 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=31 num_cat=0 split_feature=12 5 51 49 131 105 127 48 21 534 33 65 686 22 595 51 76 13 136 12 32 720 7 24 11 12 9 133 9 11 split_gain=5.18249 10.6953 5.26355 11.6517 12.8337 13.7451 10.9575 10.0945 8.80347 8.71545 8.55525 8.51114 8.89694 9.21562 8.53531 8.26207 8.08426 7.62941 12.3567 12.203 7.70666 8.33002 8.02824 18.2296 16.0457 13.9895 12.5824 14.6815 14.2521 14.062 threshold=-12884.999999999998 57748.500000000007 0.82035000000000013 0.28530000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.40705000000000008 3.5000000000000004 11592.405000000002 0.40748814487527341 0.76185000000000003 40873.747500000005 2.5000000000000004 -28.499999999999996 0.76155000000000006 0.019750000000000004 -5012.4999999999991 1.0000000180025095e-35 -1337.4999999999998 0.093418472625969654 25.500000000000004 25308.000000000004 16.500000000000004 -3628.4999999999995 -1400.9999999999998 0.031042000000000004 1.0000000180025095e-35 0.024887000000000003 -3026.4999999999995 decision_type=2 2 10 8 2 10 2 10 2 10 8 10 8 2 8 10 10 2 2 2 8 8 2 2 8 2 2 2 2 8 left_child=1 -1 9 4 5 6 7 8 -4 11 -7 12 13 -2 -14 -13 -17 18 19 -16 -19 -22 23 24 25 -23 28 -28 29 -26 right_child=2 -3 3 -5 -6 10 -8 -9 -10 -11 -12 15 14 -15 17 16 -18 20 -20 -21 21 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.040241249883348505 -0.077799888017826752 -0.06391480105935618 -0.066138965933202079 0.029095429882773468 0.040286480364783397 0.03912352342051327 0.048561227554751174 0.034731208274457991 -0.0055947386948826151 -0.073745241572142808 -0.042457515264836043 0.052491570489144539 -0.048335611045960014 0.032231222436020952 -0.070178121583430508 -0.081115619604699041 0.011896165098115072 0.01734435209691404 0.068785367019362012 0.020507319370086527 0.042337868286415635 -0.051055745022617387 0.0043340127309785068 -0.056398593747468306 0.034630474438893291 0.011814928937598779 -0.045105755629359465 0.038757160199329344 0.018860088250990965 -0.006323414791916772 leaf_weight=3.5032528005540362 7.0045941416174173 8.3139069918543083 32.641398150473833 14.356148100458084 7.7387821804732075 10.292725756764408 3.1533001987263551 3.4005596768110982 7.3574462104588738 3.8793759904801837 4.6724647283554086 12.696244310587643 8.9094580849632603 2.6128151547163725 12.931865065358583 2.3949212171137324 95.229546178132296 70.71912058442831 2.7946121776476494 5.2018196461722264 11.614123798906801 29.717390552163124 477.00382175389677 16.541548989713192 22.75038506090641 12.599370781332253 27.544741348363459 6.4387320391833773 99.235400447621942 266.37169745098799 leaf_count=13 94 180 448 66 30 33 7 13 52 54 61 30 95 10 213 31 529 210 8 28 38 363 2781 230 78 66 268 25 431 1515 internal_value=-7.75168e-05 -0.0330372 0.000227295 -0.0119004 -0.0203984 -0.0280324 -0.0414326 -0.0479713 -0.0550024 0.00107643 0.0136521 0.00132028 -3.10165e-05 -0.0479071 0.000399155 0.0145489 0.0096144 0.000808212 -0.0290817 -0.0441641 0.00140939 0.000247409 -0.000262758 -0.00481945 -0.00298326 -0.0323367 -4.21771e-05 -0.0292165 0.00251074 -0.00310084 internal_weight=1289.62 11.8172 1277.8 83.6128 69.2567 61.5179 46.5527 43.3994 39.9988 1194.19 14.9652 1190.31 1079.99 9.61741 1070.37 110.321 97.6245 1061.46 20.9283 18.1337 1040.54 969.817 958.203 481.199 464.658 42.3168 422.341 33.9835 388.357 289.122 internal_count=8000 193 7807 710 644 614 520 513 500 7097 94 7043 6453 104 6349 590 560 6254 249 241 6005 5795 5757 2976 2746 429 2317 293 2024 1593 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=31 num_cat=0 split_feature=31 243 11 241 33 159 7 31 13 628 32 243 8 73 36 243 240 5 14 52 140 8 148 107 150 66 71 0 66 60 split_gain=5.06361 5.44568 17.3795 15.1777 15.3256 13.934 11.6316 8.12813 7.62729 7.07273 6.64797 6.63565 12.1744 11.5932 13.728 13.1155 11.2145 13.1155 11.7889 15.0404 10.2368 9.95076 9.41001 9.5543 9.11931 9.06863 16.4109 9.77455 8.95576 14.4024 threshold=0.056106464723230109 0.079778170966896808 -1864.4999999999998 75187.500000000015 0.52539569308654566 1.0000000180025095e-35 25308.000000000004 0.27086218055218064 -4075.4999999999995 371.74500000000006 0.73784184380059004 0.042883769079453807 902250.00000000012 0.18305000000000002 0.98835000000000017 0.036084867098578562 0.25906530962480728 175050.00000000003 9.5000000000000018 0.02775 1.0000000180025095e-35 182250.00000000003 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.0038500000000000006 0.068850000000000008 101339.50000000001 0.086350000000000024 0.029150000000000002 decision_type=8 2 8 2 8 2 2 8 2 8 10 2 10 10 10 2 2 2 8 10 2 10 2 10 2 8 8 2 10 10 left_child=-1 9 10 4 -4 7 8 -5 -6 -2 -3 13 25 14 16 -15 18 21 19 24 -17 -18 23 -19 -11 26 27 -13 -27 -30 right_child=1 2 3 5 6 -7 -8 -9 -10 11 -12 12 -14 15 -16 20 17 22 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.041470850966923545 -0.068373891510439183 -0.065216720843089271 -0.082002805529879597 -0.042942006096332148 -0.045162090274901145 -0.07882354750706283 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4.7449376620352259 3.8059543753042808 721.9727417989634 9.8242220897227508 10.872214552946387 8.4471715120598656 4.3017193563282481 leaf_count=14 57 288 97 30 79 47 76 223 104 238 25 15 83 169 201 86 25 295 1575 26 9 185 72 67 31 3575 47 132 111 18 internal_value=-7.66737e-05 -0.000313972 -0.0107819 -0.00195115 -0.0246404 0.0158206 -0.0084805 0.0227955 0.00566513 0.000704726 -0.054237 0.000924729 0.00364631 -0.00433094 -0.00744735 0.0191734 -0.00552842 -0.0243123 -0.00109596 -0.0311841 -0.0360452 -0.0611425 -0.0104646 -0.00263957 -0.050252 0.00416844 -0.0259591 -0.0600311 0.00516003 -0.0363817 internal_weight=1283.99 1276.69 113.225 94.1017 41.3324 52.7693 32.2477 49.1474 26.3914 1163.47 19.1229 1159.78 764.098 395.679 349.358 46.321 336.736 64.2895 272.446 29.0805 8.72748 17.5671 46.7223 41.6566 22.698 758.904 24.1819 14.3577 734.722 12.7489 internal_count=8000 7986 969 656 356 300 259 253 183 7017 313 6960 3981 2979 2715 264 2514 644 1870 295 95 210 434 362 269 3898 194 147 3704 129 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=31 num_cat=0 split_feature=125 52 81 58 33 240 13 241 241 81 31 57 76 0 1 392 24 32 613 33 105 43 240 61 4 81 50 10 243 44 split_gain=4.97349 9.80359 9.73942 9.51475 13.7921 11.5803 11.3071 9.54636 10.5904 15.8139 18.9121 10.7302 12.1797 9.40286 10.6376 8.71474 7.38525 10.7809 10.2075 11.4547 8.04043 11.5714 7.35995 9.40547 7.33606 10.6048 10.272 15.296 10.6473 13.8092 threshold=1.0000000180025095e-35 0.080950000000000008 -2823.4999999999995 0.067500000000000018 0.66985422393433802 0.14928760726185583 -231.49999999999997 31770.000000000004 94275.000000000015 -433.49999999999994 0.22512762283340093 0.028450000000000007 0.11285000000000002 107159.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 0.24993914863111408 1.5000000000000002 0.068942740798994817 1.0000000180025095e-35 0.015150000000000002 0.13505133901765343 0.019550000000000001 1.5000000000000002 -1921.4999999999998 0.98385000000000011 -12767.999999999998 0.051268820681981457 0.10100000000000002 decision_type=2 10 2 8 10 2 2 2 2 2 10 10 8 2 2 10 2 8 8 10 10 8 2 10 2 2 8 2 2 8 left_child=2 3 -1 6 5 22 15 -7 9 -9 -11 12 -10 14 -14 -2 24 -18 -19 20 21 -20 23 -5 -4 -26 27 -27 -28 -30 right_child=1 -3 16 4 -6 7 -8 8 11 10 -12 -13 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 25 26 28 -29 29 -31 leaf_value=-0.061649969111651437 -0.067929387058188725 -0.067456453125486357 0.00095059578757045703 -0.021500556646525785 -0.056464851990575306 0.039153251688861253 0.045818094238523871 -0.049354474360028718 -0.072626693637785109 0.02438629951045573 -0.077032986801290115 0.027614465941779989 0.004425411974777551 0.023311585759960615 -0.076973419100675802 0.068559873351851902 0.020114717612762137 0.039480791378426777 0.060484238492162515 -0.066794119674578253 0.059675281116333218 -0.070048583685247842 0.060297392021024222 0.056137449007946733 -0.047910797020089643 -0.08039214096669145 0.034302513113596965 0.015202085031822386 0.055808842655376105 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0.0308329 0.00894123 0.00256506 0.0137451 0.0170989 -0.0169352 0.023304 -0.000227506 internal_weight=1278.14 207.64 1070.5 201.111 182.299 171.481 18.8126 142.955 131.223 57.4722 27.749 73.7505 43.6977 36.8861 16.863 15.5658 1064.39 48.3121 34.6202 30.2871 11.6007 8.09204 28.5258 16.366 1016.08 128.213 121.599 18.7512 102.848 32.7591 internal_count=8000 1926 6074 1816 1544 1243 272 1111 1065 532 177 533 384 286 178 263 5935 470 430 413 87 82 132 103 5465 533 471 118 353 141 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=31 num_cat=0 split_feature=13 163 58 33 13 203 12 377 11 595 47 36 0 242 75 83 81 241 0 241 79 107 10 633 377 32 243 5 179 13 split_gain=4.92349 4.8384 15.5053 13.1854 11.2228 10.1186 11.5953 9.60494 9.54992 8.83215 8.28972 15.9575 8.31592 10.6909 14.3597 9.03549 8.16585 9.12342 7.88566 7.61107 7.18549 11.9277 6.88269 6.72358 6.49256 6.41916 6.41124 7.97339 6.33079 7.17611 threshold=-5540.9999999999991 1.0000000180025095e-35 0.098750000000000018 0.58060556429891952 -525.49999999999989 1.0000000180025095e-35 -8562.4999999999982 -617.49999999999989 -9666.4999999999982 -28.499999999999996 0.014650000000000002 0.98735000000000006 104067.50000000001 0.12504444444444449 0.022550000000000004 1.0000000180025095e-35 -847.49999999999989 110812.50000000001 100188.50000000001 37181.250000000007 10.500000000000002 1.5000000000000002 -11187.999999999998 -2120.9999999999995 -214.99999999999997 0.66190154114250122 0.054656651657797754 201883.50000000003 1.0000000180025095e-35 -4010.4999999999995 decision_type=2 2 8 10 2 2 2 8 8 8 8 8 2 2 10 2 2 2 2 2 8 8 2 8 8 10 2 2 2 2 left_child=-1 7 5 10 -5 6 25 -2 -9 19 -4 18 15 14 -14 -13 17 -17 -12 -10 23 -22 26 -11 -25 -3 -15 -28 29 -26 right_child=1 2 3 4 -6 -7 -8 8 9 20 11 12 13 22 -16 16 -18 -19 -20 -21 21 -23 -24 24 28 -27 27 -29 -30 -31 leaf_value=-0.064107337667715966 -0.05584036196426212 -0.045566720852919317 0.025380684545185363 -0.056131841732820535 0.031633078734150159 0.058615671144901384 -0.078468812465091867 -0.066973507471410218 0.03002826634851188 0.030001800434612841 0.056190176858447766 -0.039658061828841157 -0.077469340638389506 0.019558693771273537 0.05787033551721963 -0.074727634586125774 0.042781027521917564 0.030179884773600396 -0.081116810916868065 -0.075988661673476079 0.019450700100606164 -0.097869214888085282 -0.048692731481301273 0.037477955301788539 -0.0051198755640228973 0.047249887416083387 -0.068939811865025111 0.028154935683016281 0.047930355597613529 0.0041919842957227676 leaf_weight=2.9952042582444838 7.2861730242148042 4.0298966811969921 33.981136932969093 17.399953952990476 4.6069002952426663 2.1979158818721762 15.432935575023293 5.0296037974767387 2.2992451786994916 22.355584789067507 1.1926670223474491 5.4581683315336695 9.8372949659824354 32.040101852267973 2.4475254602730265 3.536296693608163 27.241267308592796 5.006544740870595 8.4838247178122383 6.4196542520076036 4.0857010148465607 4.6120292916893968 5.8705328553915086 12.93930000066757 291.22102688811719 3.4640429187566042 5.1145386304706317 3.6046257354319096 7.3942672908306113 714.54878709279001 leaf_count=64 84 49 144 319 24 3 208 103 7 95 2 39 98 128 5 44 64 19 102 86 27 50 37 56 2198 17 43 11 20 3854 internal_value=-7.76178e-05 7.34944e-05 -0.0072625 -0.00171643 -0.0377592 -0.0438661 -0.0536906 0.00137269 0.00176195 0.0020863 0.00379892 -0.00287822 0.00304562 -0.00900874 -0.0505054 0.0202653 0.0294054 -0.0132464 -0.0641932 -0.0480311 0.00249964 -0.042759 0.00192373 0.00287509 0.00228409 -0.00266262 0.00921398 -0.0287995 0.00183462 0.00149573 internal_weight=1272.13 1269.14 190.946 165.821 22.0069 25.1248 22.9269 1078.19 1070.91 1065.88 143.815 109.833 100.157 58.9146 12.2848 41.2423 35.7841 8.54284 9.67649 8.7189 1057.16 8.69773 46.6298 1048.46 1026.1 7.49394 40.7593 8.71916 1013.16 1005.77 internal_count=8000 7936 1356 1079 343 277 274 6580 6496 6393 736 592 488 322 103 166 127 63 104 93 6300 77 219 6223 6128 66 182 54 6072 6052 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=31 num_cat=0 split_feature=12 5 78 7 241 33 31 11 13 12 7 242 10 81 13 231 7 633 631 1 7 243 243 59 243 0 241 24 31 627 split_gain=4.71265 9.91238 4.80887 8.10384 8.91918 10.5425 11.772 11.8614 8.29257 13.0014 7.98279 10.5454 7.16131 9.08978 7.47115 5.96273 5.6668 5.47123 8.37118 6.00705 9.11311 13.5538 16.1046 9.96206 8.87405 8.65195 9.42218 8.19106 11.7453 10.5968 threshold=-12884.999999999998 57748.500000000007 1.0000000180025095e-35 49700.250000000007 137250.00000000003 0.37486590641619366 0.49784709694548929 -3001.4999999999995 -1330.9999999999998 -5295.4999999999991 23555.250000000004 0.13883095238095239 -10547.499999999998 -212.49999999999997 -4747.4999999999991 1.0000000180025095e-35 26322.750000000004 -79.499999999999986 -157.49999999999997 1.0000000180025095e-35 36866.250000000007 0.04993455497382196 0.079778170966896808 0.096350000000000005 0.10816274890319917 106111.50000000001 156662.25000000003 10.500000000000002 0.12334351395328157 10370.992500000002 decision_type=2 2 10 2 2 10 8 10 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 10 2 2 2 2 8 8 left_child=1 -1 15 4 5 12 8 10 9 -7 11 -8 14 16 -4 17 -14 18 19 20 27 23 25 -22 -21 -23 -27 -2 -29 -30 right_child=2 -3 3 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 24 21 22 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.038739483002822109 0.016290638704158058 -0.063189717489934336 -0.052606254136564862 -0.053108678460849428 0.033456616239264117 0.043521223637271698 -0.071378619405625079 -0.070577089702487147 0.057147379524347008 -0.077356378500245696 -0.066129106749068356 0.033842725898111214 -0.091632794241902266 0.022066475005501743 0.022004166111954354 -0.069487847984945478 -0.0028779619613700405 0.045396056741800306 -0.078959839844346985 -0.0034402354545973062 -0.061639470504308957 0.027405159745398418 -0.075500655261131311 0.0043219532067971748 -0.068707772325771091 -0.059543127029039383 0.032828758762014111 -0.095480673422895485 0.040249307209183252 -0.0012142322845165848 leaf_weight=3.4248546753078681 143.23836044128984 7.8571384083479643 3.4976732619106761 5.3298817165195933 31.845411174930632 4.6900039575994024 3.0451775677502182 12.630542282015087 7.6453474126756182 4.2316907588392505 4.4304568152874699 10.920750919729469 4.6070831697434187 7.008745960891245 82.416524458676577 3.1754167554900041 2.9499983265995979 6.3519740598276249 3.4451724747195831 627.63476114999503 18.157331891823564 31.75830955337733 5.6968620410189024 8.3594523416832072 5.2515338063240042 7.0004697041586024 4.5581882130354643 3.1241158470511428 16.79583684168756 186.65637435205281 leaf_count=13 630 180 23 58 104 14 43 170 13 45 70 51 36 19 240 49 12 19 43 4338 230 118 81 64 75 59 20 24 49 1110 internal_value=-7.59636e-05 -0.0322473 0.00021291 0.00765125 0.00945119 0.00428848 -0.0150965 -0.0332673 0.0189339 -0.0138128 -0.00765122 0.0108999 0.0134705 -0.0189479 0.0189667 -0.00107344 -0.0569863 -0.000870037 -0.00114685 -0.000893518 0.00370166 -0.0120487 0.00353032 -0.040845 -0.00398181 0.0139241 -0.023116 0.00710241 0.000731371 0.00220876 internal_weight=1267.74 11.282 1256.45 185.249 179.919 148.074 47.594 31.0269 16.567 8.92169 18.3964 13.9659 100.48 14.5658 85.9142 1071.2 7.55708 1068.03 1061.68 1058.23 425.345 75.5306 49.0138 26.5168 632.886 43.317 11.5587 349.815 206.576 203.452 internal_count=8000 193 7807 898 840 736 406 334 72 59 164 94 330 67 263 6909 48 6860 6841 6798 2385 572 278 294 4413 197 79 1813 1183 1159 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=31 num_cat=0 split_feature=671 241 646 78 163 58 33 77 377 170 11 11 239 35 0 10 81 170 9 239 595 242 624 7 32 33 241 76 79 107 split_gain=4.63594 5.88825 5.72372 6.7753 5.46818 13.0547 13.4403 10.3052 8.7189 8.60332 8.53832 8.27597 15.7043 8.03842 9.82451 11.5341 10.5863 11.4843 8.25469 8.19509 7.70458 7.24027 13.1358 9.30437 9.53662 10.2071 7.1075 6.79672 6.40637 11.3147 threshold=8398.4850000000024 349875.00000000006 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.098750000000000018 0.58060556429891952 3.5000000000000004 -617.49999999999989 1.0000000180025095e-35 -9666.4999999999982 -7514.9999999999991 0.27121399158613485 0.079250000000000015 104067.50000000001 -11187.999999999998 -847.49999999999989 1.0000000180025095e-35 0.0072894999999999514 0.028334358134188702 -28.499999999999996 0.21421558441558439 5851.3500000000013 22275.000000000004 0.52938261911184969 0.3714916490179011 37181.250000000007 0.030900000000000004 10.500000000000002 1.5000000000000002 decision_type=10 2 10 10 2 8 10 10 8 2 8 8 10 8 2 2 2 2 2 10 8 2 8 2 8 10 2 10 8 8 left_child=1 2 4 -4 8 7 11 27 -1 -8 -10 -7 13 -13 16 18 17 -15 -16 -17 26 22 -20 24 25 -24 -12 -6 -22 -30 right_child=-2 -3 3 -5 5 6 9 -9 10 -11 20 12 -14 14 15 19 -18 -19 21 -21 28 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.053714375510614698 0.036824351549916409 -0.061447651326012931 -0.0530056153989426 0.049296231505281958 -0.008672327170864998 0.053283903839123216 -0.062374075637074089 0.019117467143880122 -0.065953211987993518 0.0092094016456018592 0.02897357170391289 0.035229622220560079 -0.08382078276339365 -0.074652999950729118 -0.066550723580438467 -0.0041060051671194192 0.030290281276153144 0.031317408755109112 0.054974535461802726 -0.10165986278885573 0.0029824216247728336 0.022833714255667638 -0.1123399661370289 -0.075570372679636913 0.026794718528678613 0.011291185304990351 -0.075183212899402663 -0.077409961298690377 0.021515301978355231 -0.094610278163166334 leaf_weight=7.0830584792420268 8.4558219779282791 3.9275481486693016 9.4225682802498323 1.9541038637980808 4.8550922302529278 7.7116333749145269 13.996743474621328 5.3465375434607258 4.6096185161732137 5.9952954864129415 2.2701116129755956 17.279703807085752 5.3612484969198695 5.7489552050828916 4.9959917049854985 3.4120058752596361 33.653002003207803 4.6042871754616499 5.3401913167908788 5.833370154723525 1028.6658317358233 21.392618037760258 3.4977560937404677 8.0135192973539215 8.3444619681686163 3.1940297111868858 5.8810107372701168 13.869996292050926 3.9108232967555496 4.5242818258702764 leaf_count=83 30 76 113 6 48 20 279 31 100 58 7 65 60 74 43 17 107 15 9 55 6101 81 32 87 38 15 80 195 24 51 internal_value=-7.36234e-05 -0.000322291 -0.000130351 -0.0354338 0.000193708 -0.00779995 -0.00258567 -0.0421064 0.00157355 -0.0409073 0.00194656 0.00295063 -1.98161e-05 0.00356552 -0.00149924 -0.0140001 0.016688 -0.0275259 -0.00528144 -0.0656576 0.002246 0.00086731 -0.015685 -0.0320554 -0.00886431 -0.0533301 -0.0461752 -0.0595875 0.00262657 -0.0407702 internal_weight=1263.15 1254.7 1250.77 11.3767 1239.39 182.446 158.375 24.0716 1056.94 19.992 1049.86 138.383 130.671 125.31 108.03 64.0239 44.0062 10.3532 54.7786 9.24538 1045.25 49.7826 28.39 23.0498 15.0362 6.69179 8.15112 18.7251 1037.1 8.43511 internal_count=8000 7970 7894 119 7775 1329 1055 274 6446 337 6363 718 698 638 573 377 196 89 305 72 6263 262 181 172 85 47 87 243 6176 75 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=31 num_cat=0 split_feature=13 59 45 105 32 81 243 10 51 79 71 105 66 59 13 14 56 3 33 32 28 33 130 641 5 31 12 12 45 128 split_gain=4.58665 4.54468 10.6469 9.48238 8.61108 7.89849 7.06916 10.5185 6.83164 10.66 13.639 10.6925 10.5314 9.30536 8.13109 11.6286 11.3851 11.278 13.7024 14.1513 11.0582 10.8311 10.4502 10.0127 9.89456 9.60339 8.6738 19.6825 8.28371 7.94272 threshold=-5540.9999999999991 0.24195000000000003 0.19575000000000004 3.5000000000000004 0.30248840053627774 -2036.9999999999998 0.035914969546499205 -11187.999999999998 0.82035000000000013 1.5000000000000002 0.079900000000000013 1.0000000180025095e-35 0.04685000000000001 0.11875000000000001 -823.49999999999989 8.5000000000000018 0.35415000000000002 1.0000000180025095e-35 0.35646599251300187 0.45524424799466656 1.0000000180025095e-35 0.62376832935934801 1.0000000180025095e-35 122481.60750000003 71066.250000000015 0.61477666496482186 -7493.4999999999991 -10208.499999999998 0.18595000000000003 1.0000000180025095e-35 decision_type=2 10 10 10 10 2 2 2 10 10 8 8 10 8 2 8 10 2 8 10 2 8 2 8 2 8 2 2 10 2 left_child=-1 2 3 8 -4 -3 -7 -8 12 11 -11 -10 14 -13 15 17 23 18 19 -2 24 25 -21 -17 -16 -19 27 -26 -18 -25 right_child=1 5 4 -5 -6 6 7 -9 9 10 -12 13 -14 -15 20 16 28 21 -20 22 -22 -23 -24 29 26 -27 -28 -29 -30 -31 leaf_value=-0.06356001481988266 0.024800655476920036 -0.066185618644122618 0.0059723946793290121 -0.073044009655512443 -0.070311880765885265 0.039246543120724918 0.012314624165811595 -0.079787798488809722 -0.061553929540963774 0.024860117625159515 -0.079186220443387939 -0.055051596549429128 0.023299000888869568 0.028562427297313255 -0.059975670874104207 -0.062498442127870216 -0.07700551154987291 0.01031953140101218 -0.052620236768078713 0.0076362430576367817 0.039054559912603835 0.03132938680419356 -0.0885082588667499 -0.010104234391463761 0.03361837110661961 -0.066027921707959347 0.012623361736396881 -0.067006236553604506 0.05177852422240653 0.0034377525912407392 leaf_weight=2.8384561366401604 16.297568054869775 2.9762555938214055 5.9479751400649539 4.4347028564661732 9.7855110540986043 22.607565907761455 32.863287554122508 3.4228060133755198 17.789392554201189 20.0027673477307 3.738344424404203 5.3732565343379948 50.807140925899148 8.739649374037981 5.7203168030828229 6.2130120773799717 7.5457543493248505 8.9956151284277457 33.654393776785582 4.9255167078226787 27.665454361587763 18.046159383840859 6.6313838129863143 129.43987609585747 8.5902782287448662 7.597554466687142 111.33943912759423 11.190351667813955 1.496245454996824 662.33859757706523 leaf_count=64 43 48 26 75 167 79 201 40 264 97 53 64 234 40 51 83 111 47 455 24 74 109 73 1128 32 92 491 112 5 3618 internal_value=-7.2783e-05 7.06728e-05 -0.000613835 -6.83818e-05 -0.0414729 0.0132841 0.0173002 0.00362676 0.000207246 -0.0168922 0.00847668 -0.0357713 0.00105792 -0.00327224 -4.47729e-07 -0.00186264 9.56224e-05 -0.0182996 -0.0311505 -0.00521027 0.0102235 0.00451957 -0.0475318 0.000727779 0.00439465 -0.0246379 0.00720291 -0.0233073 -0.0556947 0.00122391 internal_weight=1259.01 1256.18 1194.31 1178.57 15.7335 61.8699 58.8937 36.2861 1174.14 55.6434 23.7411 31.9023 1118.49 14.1129 1067.69 903.182 807.033 96.1482 61.5089 27.8545 164.506 34.6393 11.5569 797.991 136.84 16.5932 131.12 19.7806 9.042 791.778 internal_count=8000 7936 7568 7375 193 368 320 241 7300 518 150 368 6782 104 6548 5788 4945 843 595 140 760 248 97 4829 686 139 635 144 116 4746 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=31 num_cat=0 split_feature=196 33 14 244 13 0 641 13 33 31 11 199 12 12 64 5 33 534 12 12 34 239 24 0 11 66 240 241 241 107 split_gain=4.52427 4.55123 8.8034 7.5638 6.23225 14.6628 14.5294 9.94702 13.1116 9.21506 11.2464 9.21393 9.00108 18.6598 8.25896 9.28259 7.69329 7.22612 6.77133 9.63483 10.981 10.5876 9.97774 9.76577 9.68296 18.923 11.6301 12.2929 12.3062 11.3549 threshold=1.0000000180025095e-35 0.14509547980217227 10.500000000000002 -215.49999999999997 -803.49999999999989 111001.50000000001 122481.60750000003 -1051.4999999999998 0.30086632413161879 0.26439557336855307 -2665.4999999999995 1.0000000180025095e-35 -7493.4999999999991 -10208.499999999998 0.98285000000000011 154800.00000000003 0.26575311909471833 11592.405000000002 -11860.499999999998 -8303.4999999999982 0.021100000000000004 0.41706841667467892 7.5000000000000009 101758.00000000001 -582.49999999999989 0.0049500000000000004 0.55020915896081035 141878.25000000003 89550.000000000015 2.5000000000000004 decision_type=2 8 8 8 2 2 8 2 8 10 10 2 2 2 10 2 10 10 2 2 8 10 2 2 8 10 2 2 2 8 left_child=1 2 -1 -3 6 12 -5 11 -9 10 -10 17 13 -6 -14 -16 -17 18 -8 20 -20 22 -21 -22 29 26 27 28 -26 -24 right_child=-2 3 -4 4 5 -7 7 8 9 -11 -12 -13 14 -15 15 16 -18 -19 19 21 23 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.032996844570289501 -0.048279913078274075 -0.079038204173292104 0.016208589567618305 -0.072386274747297835 0.029124618627741086 -0.087146472493480995 -0.026433020723196612 -0.10281190386578115 -0.080017573147962262 -0.070985819178183709 0.013119301131663128 -0.085609379176052269 0.019834087538203211 -0.062514052976807136 -0.075542090220684088 0.036769612871981487 -0.040439374592669865 -0.070387571939502305 0.049149870137227936 0.015784387920987086 -0.033136294613002736 -0.045168889208035148 -0.0062852798214339898 0.011702311534078432 -0.022257825821111576 0.012819833131394363 -0.055077231997697811 -0.070469622749949667 0.011427922956656381 0.0095779242598596544 leaf_weight=10.217213131487368 4.848138475790619 3.0761945089325309 82.393843967467546 7.2884961855597794 10.590528205037119 3.9265859676524988 23.59822808066383 4.9763258025050154 3.849898659624162 5.9566847207024685 20.501006102189425 3.1731663858517996 124.45133194886148 11.683415584266184 4.8413595203310278 7.9083039686083776 5.4497474702075124 3.6595132872462264 17.688309673219919 80.625736694782972 13.471424561925231 13.708109814207999 236.59605213953182 123.18845735862851 81.805524739436805 57.24490234348923 21.384252360090613 9.3856912404298765 40.552938285283744 215.6131453262642 leaf_count=50 64 39 241 118 44 45 317 47 50 90 87 48 485 126 59 25 59 56 59 356 133 216 1767 779 610 333 213 115 213 1156 internal_value=-7.23526e-05 0.0001148 0.0107801 -0.000739485 -0.000530607 0.00834422 -0.00205308 -0.00152838 -0.0275924 -0.0152418 -0.00160572 -0.000551804 0.0106177 -0.0189429 0.0152334 -0.0162272 0.0052703 -0.000264223 1.02746e-05 0.000695054 0.0120803 -0.0016266 -0.00082348 0.00728229 -0.00284439 -0.0117063 -0.0208751 -0.0153235 -0.0110934 0.00127829 internal_weight=1253.65 1248.81 92.6111 1156.2 1153.12 168.851 984.268 976.979 35.2839 30.3076 24.3509 941.695 164.925 22.2739 142.651 18.1994 13.3581 938.522 934.863 911.265 154.348 756.916 743.208 136.66 662.583 210.373 153.128 131.744 122.358 452.209 internal_count=8000 7936 291 7645 7606 843 6763 6645 274 227 137 6371 798 170 628 143 84 6323 6267 5950 971 4979 4763 912 4407 1484 1151 938 823 2923 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=31 num_cat=0 split_feature=31 243 243 11 241 33 159 7 239 125 24 38 31 628 32 243 12 242 13 12 33 243 534 24 33 12 9 35 239 34 split_gain=4.43026 4.71396 4.68797 15.6035 13.3818 13.7251 12.4842 10.3484 6.87479 13.852 6.88633 7.9494 6.87037 6.5141 6.28852 5.43569 15.9316 11.694 13.9413 11.2345 7.40447 6.79691 6.75885 5.64264 12.7326 11.5195 11.0039 15.7999 10.2992 16.4836 threshold=0.056106464723230109 0.026449207506908254 0.079778170966896808 -1864.4999999999998 75187.500000000015 0.52539569308654566 1.0000000180025095e-35 25308.000000000004 0.070457573973892559 1.0000000180025095e-35 12.500000000000002 0.017250000000000005 0.27086218055218064 371.74500000000006 0.73784184380059004 0.078996384224776603 -5241.4999999999991 0.16050625000000004 -774.49999999999989 -3439.4999999999995 0.33365234483727518 0.077658826630684422 11592.405000000002 9.5000000000000018 0.40227454521685124 -9858.9999999999982 0.0043334999999999511 0.079250000000000015 0.15439915533950846 0.0085000000000000023 decision_type=8 2 2 8 2 8 2 2 8 2 2 10 8 8 10 2 2 2 2 2 10 2 10 2 8 2 2 8 10 8 left_child=-1 -2 13 14 5 -5 12 8 10 -10 11 -7 -6 -3 -4 21 -17 18 20 -19 -18 22 23 24 -15 -26 27 -25 -27 -30 right_child=1 2 3 4 6 7 -8 -9 9 -11 -12 -13 -14 15 -16 16 17 19 -20 -21 -22 -23 -24 26 25 28 -28 -29 29 -31 leaf_value=0.039761159518712494 -0.06339945345782759 -0.067574379754176156 -0.064245063418186962 -0.079226419605974055 -0.039458151846290083 -0.070701520134054785 -0.07701841391178571 -0.070484498194743325 -0.072216302480241537 0.047567659511968508 0.051391521888174058 0.051338296299083257 0.027782493225903267 0.021706200754421381 0.025326491519463309 0.042157713715744963 -0.13384749839690849 -0.058988544454161865 0.025170599875844215 0.028340579625388031 -0.03343209561332252 -0.055765599317982806 -0.069266343468743108 0.035053662335577822 -0.054196370791314931 0.0085597570039862604 -0.0005984902340362057 -0.075745681456523092 0.064644414937064937 -0.037355684329902848 leaf_weight=6.9419191144406787 2.9522631047293535 3.4717986602336168 15.515986786689611 8.6325613837689144 4.1632817462086669 3.1242842450738015 3.4191510975360861 5.4523056410253039 6.3088553426787239 3.9090006398037076 9.8997460883110744 2.3290858827531338 43.403364948928356 94.499714003875852 2.2427494749426833 29.606712454929948 4.165034256875515 4.5161872431635848 4.105351507663725 19.956256384029988 3.28280233964324 5.4059252301231018 3.4658351074904195 4.5584988063201282 9.6822783313691598 124.41756799258292 775.55846024863422 10.937436391599476 4.6110477708280078 28.090187822468579 leaf_count=14 57 57 288 97 30 41 47 76 98 13 26 5 223 294 25 67 37 36 11 61 29 50 55 19 118 638 5073 112 8 295 internal_value=-7.10474e-05 -0.000293739 -0.000143339 -0.0100759 -0.00167921 -0.0234631 0.0152639 -0.00794631 0.00538824 -0.0263911 0.0265381 -0.0185794 0.0218972 0.000809208 -0.0529331 0.00101989 0.0149838 -0.00734831 -0.0488087 0.0122247 -0.0895871 0.000156285 0.000442611 0.000672191 0.00704253 -0.00126504 -0.00143206 -0.0431514 0.0019968 -0.0229731 internal_weight=1248.63 1241.68 1238.73 108.4 90.6416 39.6558 50.9858 31.0233 25.571 10.2179 15.3531 5.45337 47.5666 1130.33 17.7587 1126.86 65.6323 36.0256 11.5532 24.4724 7.44784 1061.23 1055.82 1052.36 261.301 166.801 791.054 15.4959 157.119 32.7012 internal_count=8000 7986 7929 969 656 356 300 259 183 111 72 46 253 6960 313 6903 241 174 77 97 66 6662 6612 6557 1353 1059 5204 131 941 303 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=31 num_cat=0 split_feature=78 80 231 163 58 33 13 47 36 77 11 595 0 241 243 11 8 12 377 241 76 33 9 154 633 377 13 633 32 43 split_gain=4.38147 5.83515 6.88994 4.77777 12.3359 10.0938 10.3979 9.58649 12.4738 9.03359 7.72945 7.48274 7.39666 7.37228 12.099 13.6011 9.10583 7.89764 7.21521 6.64306 6.36611 6.09801 8.51163 7.70711 5.86969 6.05156 5.96582 7.46775 5.8629 6.94888 threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.098750000000000018 0.58060556429891952 -525.49999999999989 0.014650000000000002 0.98735000000000006 3.5000000000000004 -9666.4999999999982 -28.499999999999996 100188.50000000001 99816.750000000015 0.066093754450409464 -3103.9999999999995 677250.00000000012 -690.49999999999989 -617.49999999999989 37181.250000000007 0.030900000000000004 0.39535748868774395 0.022712500000000004 1.0000000180025095e-35 -2120.9999999999995 -214.99999999999997 -3987.4999999999995 -2163.9999999999995 0.071899890026603006 0.053050000000000007 decision_type=10 10 2 2 8 10 2 8 8 10 8 8 2 2 2 8 8 2 8 2 10 10 2 2 8 8 2 8 10 8 left_child=1 2 3 10 9 7 -7 -6 12 20 -1 19 -9 14 15 -10 -15 21 -13 -12 -5 22 -17 -24 26 -26 -20 -28 29 -27 right_child=-2 -3 -4 4 5 6 -8 8 13 -11 11 18 -14 16 -16 17 -18 -19 24 -21 -22 -23 23 -25 25 28 27 -29 -30 -31 leaf_value=-0.065489137436892317 -0.056225896316006434 0.023462919237936794 -0.070883252999962232 -0.0081197906716844164 0.02612387976648833 -0.054311144821128025 0.033926163218907533 0.056124535456971242 -0.07895987352866736 0.016628161617679896 0.028072222915149055 -0.050488894755928576 -0.078436057986475793 0.029912268875203141 -0.068983174455850324 0.017473647980704946 -0.04462485607833655 0.051055047950222032 0.044572514907206928 -0.072853979412044148 -0.075902216374358511 -0.050750537895446923 -0.10283520446942492 0.015102659615755316 0.035990060100471961 -0.037319178856451161 -0.052208905147225815 0.059854033494968796 0.00015130004411481525 0.023147230958603455 leaf_weight=4.3417421886697412 3.4637434193864456 26.135313694365323 3.4588917717337599 4.6696150209754768 32.084029875695705 15.846756156533958 4.2299404498189679 1.1723413094878177 5.1129708308726549 5.1550902426242819 2.2257928773760778 6.5676290402188897 7.9251682483591139 28.3547746501863 7.6519382474943987 26.5988564863801 4.7895858008414498 8.3319701738655549 15.448184969834985 6.0953541211783886 13.417100816033779 5.6253324924036852 3.1102984966710201 2.4976049363613129 12.5730451811105 5.2714095264673224 4.1980528300628066 2.3017472997307769 926.71106273774058 48.171047236770391 leaf_count=100 33 100 55 47 138 318 20 2 57 29 7 80 101 95 70 89 48 18 45 88 199 58 37 8 56 32 49 4 5881 136 internal_value=-6.9205e-05 8.76507e-05 -0.000415604 -0.000214246 -0.00781544 -0.00267012 -0.0357205 0.00230938 -0.00524285 -0.0417603 0.00108391 0.00136465 -0.061096 0.000275849 -0.0103349 -0.00158292 0.0191411 0.00698708 0.00174942 -0.0458576 -0.0584022 -0.00271826 0.00567121 -0.0503089 0.00208754 0.00152209 0.0276635 -0.0125245 0.00107995 0.017183 internal_weight=1243.54 1240.07 1213.94 1210.48 176.573 153.332 20.0767 133.255 101.171 23.2418 1033.91 1029.56 9.09751 92.0733 58.929 51.277 33.1444 46.1641 1021.24 8.32115 18.0867 37.8321 32.2068 5.6079 1014.67 992.727 21.948 6.4998 980.154 53.4425 internal_count=8000 7967 7867 7812 1334 1059 338 721 583 275 6478 6378 103 480 337 267 143 210 6283 95 246 192 134 45 6203 6105 98 53 6049 168 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=31 num_cat=0 split_feature=13 198 33 31 0 31 160 58 31 28 241 239 239 24 71 239 33 42 12 105 9 631 9 31 55 10 242 14 8 169 split_gain=4.29725 4.22173 11.9305 10.3286 9.00381 5.96553 9.82541 11.8582 11.0112 10.097 8.89258 7.37985 7.3551 7.2563 13.7509 14.1894 12.3922 12.3117 11.6294 11.3791 9.04656 7.98443 7.58179 7.21082 13.7764 22.386 7.37001 7.20473 6.91705 6.79609 threshold=-5540.9999999999991 1.0000000180025095e-35 0.32885910741650776 0.84213635990740709 103515.50000000001 0.41329823240608671 1.0000000180025095e-35 0.098750000000000018 0.45804222861048433 1.0000000180025095e-35 26280.000000000004 0.27496734756831853 0.0092260502063349018 11.500000000000002 0.062550000000000008 0.011730421053104251 0.23466284194682538 0.17355000000000001 -54.499999999999993 1.5000000000000002 0.0013750000000000001 -2474.4999999999995 0.0076745000000000008 0.51737761058696285 0.35415000000000002 -17548.999999999996 0.17542111111111111 7.5000000000000009 155250.00000000003 1.0000000180025095e-35 decision_type=2 2 10 8 2 10 2 10 10 2 2 10 8 2 8 8 8 8 2 10 2 8 2 10 8 2 2 8 10 2 left_child=-1 5 3 -3 -5 12 8 -8 11 10 -10 -7 27 16 15 -15 -12 -18 19 20 -19 -22 28 -24 -25 26 -26 -2 -16 -14 right_child=1 2 -4 4 -6 6 7 -9 9 -11 13 -13 29 14 22 -17 17 18 -20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.063017339789976076 0.033171283240774473 0.03138952472699235 -0.046584376119809638 0.012133743948169717 -0.073212275031218937 -0.063783949354092637 -0.06943808447441964 0.027610238163443386 -0.070783649449542838 -0.056118487784388042 0.025649108214533714 0.016005953857595161 0.0033350544256518736 0.05822078242413925 0.058106702184897344 -0.049288833227388369 0.025003064514464782 0.071045056802070947 0.087729484595044704 0.040490164941640261 0.060078084507811713 -0.065308392830708425 0.051072857841876464 0.037915538694967825 -0.026020666125740201 -0.068083871674801094 0.047444702690448294 -0.076285367711630525 -0.06674685338611476 -0.023976714364190497 leaf_weight=2.7051619831472626 2.0614713318645945 16.364533934742216 18.004035264719278 6.3891555201262218 5.9852134678512812 11.762866965495048 12.100742714479567 4.2542121130973092 4.0763734281063071 7.7622975753620258 18.22443113848567 3.8453042060136786 947.47498130658641 3.8802702380344298 1.4954163637012232 14.680760308168827 10.325878241099415 1.3903478290885711 1.7757370173931111 3.6007590107619754 1.3309844583272932 27.549857348669324 19.573529845103621 32.578511661849916 4.8399117006920305 10.350934639573099 11.586126624606548 5.5533986482769251 4.2966623483225703 23.338209385517985 leaf_count=64 9 55 284 27 52 161 213 21 60 110 51 26 5184 10 4 244 75 2 3 23 2 481 62 174 59 179 56 67 74 168 internal_value=-6.75781e-05 7.01459e-05 -0.0146696 0.00532408 -0.0291463 0.00064926 -0.00696991 -0.0441941 -0.00384668 -0.000340667 0.00218307 -0.0441265 0.00229454 0.00395904 0.0121643 -0.0268134 -0.00924169 -0.0230728 -0.0369987 -0.0435375 -0.0535326 -0.0595299 0.0207037 0.0247556 0.0160771 -0.0104929 0.0257982 -0.0466536 -0.0345118 0.00267848 internal_weight=1239.16 1236.45 46.7429 28.7389 12.3744 1189.71 211.282 16.355 194.927 179.319 171.556 15.6082 978.428 167.48 103.282 18.561 64.198 45.9736 35.6477 33.8719 30.2712 28.8808 84.7211 78.929 59.3555 26.777 16.426 7.61487 5.79208 970.813 internal_count=8000 7936 418 134 79 7518 2090 234 1856 1669 1559 187 5428 1499 862 254 637 586 511 508 485 483 608 530 468 294 115 76 78 5352 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=31 num_cat=0 split_feature=641 241 613 239 633 32 633 636 30 633 11 616 13 59 624 31 239 31 88 81 8 195 12 49 49 33 47 6 9 241 split_gain=4.28721 5.25679 4.89389 9.23765 6.70654 6.58324 5.34666 5.88962 6.86968 5.72059 6.14268 5.79416 5.56563 14.8341 11.9277 10.2561 13.055 10.0301 9.21034 8.89388 11.1317 12.7163 12.6905 12.2735 10.0671 16.9637 10.1029 9.71864 9.28995 13.9701 threshold=240339.66750000004 349875.00000000006 1.0000000180025095e-35 0.11219433741880906 -79.499999999999986 0.62039098924182789 -2120.9999999999995 -36.999999999999993 1.0000000180025095e-35 -1541.9999999999998 -3881.4999999999995 0.99978647738677529 -4040.4999999999995 0.052550000000000006 32158.215000000004 0.2924168959654963 0.060427304368694056 0.32902964457574696 1.0000000180025095e-35 -1269.4999999999998 209250.00000000003 1.0000000180025095e-35 -2303.9999999999995 0.14825000000000002 0.053350000000000009 0.51099066457943965 0.00065000000000000008 280912.50000000006 0.013083500000000001 22275.000000000004 decision_type=10 2 8 8 10 10 8 10 2 8 8 8 2 8 8 8 8 8 2 2 8 2 2 10 8 8 10 2 2 2 left_child=1 2 3 5 6 -1 -4 9 -9 10 -8 -11 13 18 -15 16 -16 -17 -13 20 22 23 -14 24 25 -22 27 -26 -21 -30 right_child=-2 -3 4 -5 -6 -7 7 8 -10 11 -12 12 19 14 15 17 -18 -19 -20 28 21 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.047533657904341158 0.042077059599919725 -0.060482303843474007 0.025647370149602128 -0.068116254769812715 0.054639686302142998 0.032249858002872861 0.024548002749715424 -0.079979109282053679 0.0093294863032165332 0.057050341216798563 -0.083586513225386294 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437.50878833886236 leaf_count=36 19 76 93 119 12 28 12 74 20 9 48 378 117 92 34 44 75 1965 24 1217 56 63 52 80 117 104 166 691 34 2145 internal_value=-6.81364e-05 -0.000274247 -9.64771e-05 -0.0254337 0.000297953 0.00339877 4.20076e-05 -0.000393078 -0.0412246 -8.74221e-05 -0.0487329 0.000163638 -5.49344e-05 -0.00565422 -0.00217471 -0.000682983 0.0272661 -0.00390853 -0.0388536 0.00208629 -0.00762671 -0.0130258 0.0203835 -0.0173643 -0.0222666 0.00892043 -0.0286071 -0.0233197 0.00481311 0.00896931 internal_weight=1233.86 1227.85 1224.24 18.7659 1205.47 11.2001 1199.82 1179.78 8.76593 1171.01 6.01256 1165 1160.54 321.035 290.581 284.413 29.4273 254.986 30.4547 839.503 184.019 154.281 29.7384 141.368 127.275 21.504 105.771 94.6861 655.483 440.652 internal_count=8000 7981 7905 183 7722 64 7710 7617 94 7523 60 7463 7454 2612 2210 2118 109 2009 402 4842 1446 1277 169 1214 1134 160 974 808 3396 2179 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=31 num_cat=0 split_feature=42 58 12 59 45 105 111 46 81 159 9 240 243 8 8 31 11 107 7 14 234 81 240 24 5 23 24 59 382 6 split_gain=4.16811 8.74234 7.11173 6.27843 11.17 8.70975 8.03633 6.28473 7.27443 9.50631 6.28201 15.2463 6.25951 6.17554 13.3781 13.1489 11.6227 13.9651 11.1934 12.655 14.4409 16.101 11.7428 11.4915 11.304 10.6208 9.96555 9.79228 10.9927 10.1039 threshold=0.38020000000000004 0.11705 -6035.4999999999991 0.24195000000000003 0.19575000000000004 3.5000000000000004 1.0000000180025095e-35 0.014750000000000001 -982.49999999999989 1.0000000180025095e-35 0.019967499999999954 0.22733991573533119 0.11903787542285631 452250.00000000006 407250.00000000006 0.68867496397710315 -3750.4999999999995 3.5000000000000004 21390.750000000004 2.5000000000000004 1.0000000180025095e-35 -271.49999999999994 0.40915043053847078 8.5000000000000018 330750.00000000006 2.5000000000000004 17.500000000000004 0.086150000000000018 1.0000000180025095e-35 886133.25000000012 decision_type=10 10 2 10 10 10 2 10 2 2 2 2 2 10 8 10 8 8 2 10 2 2 2 2 2 2 2 10 10 2 left_child=3 -2 -3 4 5 7 -6 12 9 -9 11 -5 13 14 15 16 17 -1 23 20 24 -22 25 -15 -20 27 -18 28 -21 -29 right_child=1 2 -4 10 6 -7 -8 8 -10 -11 -12 -13 -14 18 -16 -17 26 -19 19 22 21 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.05881534736872425 -0.059283065821923102 -0.072378375283042043 0.012230767218721945 0.028155605333009783 -0.077643647578653815 -0.072302695747925055 0.022696436196234081 -0.07624940568319527 0.03478629821117301 0.049889269236771408 0.02910133009612649 -0.073923090183339021 -0.071444938645153541 0.018710001442358029 0.015804931194347317 -0.05747188666276757 0.003103087569422824 0.0063952828965430746 0.0082051826183071313 -0.04711495067346775 -0.055179015621833853 0.010730819537966963 0.021387499986835992 -0.05385854043605133 -0.065897544292742152 0.0045421508584610531 -0.067893088529999424 -0.082446711392035146 0.059243284203385739 0.022172198519873492 leaf_weight=17.626996327657253 9.1345220757648367 2.9103159252554205 16.938627633266151 10.123289398849009 7.7612821734510344 4.1395576330833128 2.6861053286120296 3.7286089621484306 24.666312406770885 2.4919364219531417 35.66557448823005 5.7274611983448258 3.0801723543554536 7.3748733787797418 156.35042864643037 10.09290179540403 441.94629094796255 15.367995831184087 266.67388280341402 55.133991125971079 21.127190840896219 16.504571054130793 17.271709559019655 20.959012584760785 5.2476723645813754 25.376662259921432 4.9986889706924549 2.8367792908102265 2.5414057234302154 12.377779820933936 leaf_count=250 146 46 117 39 128 74 18 56 91 8 171 79 39 40 631 216 2369 89 1560 660 277 85 90 278 103 154 69 40 9 68 internal_value=-6.74066e-05 -0.0188036 -0.000174897 0.000385173 -0.000380882 9.16223e-05 -0.0518454 0.000355943 0.0226008 -0.0257185 0.0174615 -0.00872919 -0.000267032 -6.76881e-05 0.00307034 -0.000992774 0.000194954 -0.0284424 -0.00454112 -0.00251292 0.00275762 -0.0262722 -0.0166339 -0.0349701 0.00677511 -0.0233167 0.00230906 -0.0330157 -0.0424284 0.00266583 internal_weight=1228.86 28.9835 19.8489 1199.88 1148.36 1137.92 10.4474 1133.78 30.8869 6.22055 51.5163 15.8508 1102.89 1099.81 646.383 490.033 479.94 32.995 453.426 425.092 309.553 37.6318 115.538 28.3339 271.922 98.2666 446.945 72.89 57.6754 15.2146 internal_count=8000 309 163 7691 7402 7256 146 7182 155 64 289 118 7027 6988 3624 2993 2777 339 3364 3046 2025 362 1021 318 1663 931 2438 777 669 108 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=31 num_cat=0 split_feature=49 35 32 13 107 641 1 633 12 160 10 589 43 10 115 0 11 7 243 0 163 163 81 32 44 10 40 241 27 6 split_gain=5.01723 5.71159 6.95109 10.1369 6.28858 4.73506 4.56155 10.2842 9.0465 7.13846 13.335 10.9278 12.7486 8.86774 8.35334 8.00382 7.18212 6.99966 12.3674 13.1783 10.9784 9.45495 11.6157 10.1761 11.8067 9.12695 10.2209 9.0562 8.85223 13.3583 threshold=0.3625000000000001 0.32550000000000007 0.74251609762086679 -1783.9999999999998 2.5000000000000004 240339.66750000004 1.0000000180025095e-35 -405.49999999999994 -12020.999999999998 1.0000000180025095e-35 -11840.999999999998 -300.49999999999994 0.047950000000000007 -19533.999999999996 1.0000000180025095e-35 111137.50000000001 -129.49999999999997 37804.500000000007 0.04993455497382196 106111.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 -15.499999999999998 0.61177693091533225 0.10530000000000002 -11885.499999999998 0.18675000000000003 70687.500000000015 1.0000000180025095e-35 519097.50000000006 decision_type=10 10 10 2 8 10 2 10 2 2 2 10 8 2 2 2 10 2 2 2 2 2 2 10 10 2 10 2 2 2 left_child=1 2 5 -4 -5 6 7 8 -1 16 11 12 13 -11 15 -14 -8 21 20 -20 -19 25 23 24 -23 28 -27 -25 -10 -30 right_child=-2 -3 3 4 -6 -7 9 -9 17 10 -12 -13 14 -15 -16 -17 -18 18 19 -21 -22 22 -24 27 -26 26 -28 -29 29 -31 leaf_value=-0.07194262073882407 -0.066080671417144243 0.048351755439478429 -0.058497445654027959 0.027337668026035655 -0.06557783479458261 0.046304534812268983 -0.00025173448368473261 -0.080363995283722164 0.018078026832663793 0.035469575690165615 0.013963323708809478 0.068199290866322093 -0.073782685955903746 -0.047460555760095793 0.025921570734818385 0.019203047546764794 -0.05982125439653864 -0.059821906268417595 0.02284934917168829 -0.034458084602571847 0.014998505362443744 -0.064699391920034127 0.029090534913838308 -0.068149018185033536 0.036890188074194245 0.0019943862592059504 -0.067690982246460987 0.031940687244048929 -0.094447886132110206 0.025523185426428081 leaf_weight=3.8189774965867391 2.8716499824076882 6.0990637093782416 12.25355405546725 8.6275045108050072 2.3082304447889337 5.5846366807818404 648.91125032678246 3.5816406039521089 230.84332131873816 7.938601553440094 22.423650298267603 2.520271658897399 24.963988142553724 5.4272703081369382 2.770647231489419 2.5506741553544989 5.0996956415474406 17.067179852630947 33.504220203496516 14.319247307255862 6.8787342105060807 18.276636805385355 11.99331292323768 2.9713901281356803 3.3906215354800215 91.63359047472477 5.5825014859437934 9.4396463772281987 4.4343672897666675 4.8668313222005963 leaf_count=63 47 16 349 61 41 15 4299 45 1089 32 97 2 328 66 12 13 55 211 144 123 39 170 45 48 11 401 54 54 49 21 internal_value=-6.82261e-05 8.71445e-05 -0.000155338 -0.0272675 0.00772578 0.00037264 0.000156212 0.00403303 0.00469156 -0.00232567 -0.0176707 -0.0330341 -0.038879 0.00179544 -0.0568299 -0.0651627 -0.000716232 0.0053345 -0.00899666 0.00569042 -0.0383289 0.00801695 -0.0132295 -0.0281233 -0.048802 0.0109185 -0.0020072 0.0079777 0.0161511 -0.0316733 internal_weight=1222.95 1220.08 1213.98 23.1893 10.9357 1190.79 1185.21 462.602 459.021 722.606 68.5951 46.1715 43.6512 13.3659 30.2853 27.5147 654.011 455.202 71.7694 47.8235 23.9459 383.432 46.0716 34.0783 21.6673 337.361 97.2161 12.411 240.145 9.3012 internal_count=8000 7953 7937 451 102 7486 7471 2567 2522 4904 550 453 451 98 353 341 4354 2459 517 267 250 1942 328 283 181 1614 455 102 1159 70 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=31 num_cat=0 split_feature=31 10 143 49 243 159 10 8 6 14 22 118 241 8 6 243 11 243 33 13 13 158 5 242 13 107 24 26 10 5 split_gain=4.00747 4.28559 10.2349 10.7451 9.06906 6.33181 8.34845 6.1891 12.5045 16.6556 12.8336 6.28897 10.48 5.8453 13.3835 12.1402 11.2454 13.0812 15.1745 20.5559 17.1294 15.9288 14.6891 17.4241 12.5389 11.1559 10.8335 11.6773 14.7637 11.4432 threshold=0.056106464723230109 -9870.4999999999982 1.0000000180025095e-35 0.082450000000000009 0.079258953425916767 1.0000000180025095e-35 -8494.4999999999982 141750.00000000003 296259.75000000006 35.500000000000007 2.5000000000000004 1.0000000180025095e-35 59812.500000000007 452250.00000000006 506277.00000000006 0.042611521999410207 -1903.4999999999998 0.06189217885145306 0.69025018470120569 -3954.9999999999995 -4040.4999999999995 1.0000000180025095e-35 134550.00000000003 0.06666969696969692 -1232.4999999999998 1.5000000000000002 16.500000000000004 1.0000000180025095e-35 -10850.999999999998 97875.000000000015 decision_type=8 2 2 10 2 2 2 8 2 10 2 2 2 10 2 2 10 2 8 2 2 2 2 2 2 8 2 2 2 2 left_child=-1 13 3 5 -4 7 -7 -3 9 10 -9 -10 -13 14 16 -16 17 18 19 20 -2 -20 -19 -24 -21 -26 27 29 -29 -18 right_child=1 2 4 -5 -6 6 -8 8 11 -11 -12 12 -14 -15 15 -17 26 22 21 24 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.038378851653196495 -0.010070354823659287 0.036862487179099672 -0.09589760539969519 -0.065022855687718289 0.00070807599783339725 -0.078032590115345413 0.011505579310358368 -0.098885404291097184 0.023872261919784175 0.058400431206007491 0.0030060121693010053 0.026667466410158703 -0.091143131994830331 -0.0034622070377150638 -0.054125889933824417 0.025047426076122422 -0.0076391892266728994 -0.007114785048113372 0.023194734477047972 -0.064718643452632493 0.057138316151972283 -0.074649883906591052 0.021474297485965514 -0.072641157570798462 -0.079290486000782659 0.024590701109301824 -0.043316838509751321 -0.079482506887154525 0.038908546679950501 0.016942962691785874 leaf_weight=6.7404832802712908 36.820771584287286 13.0229832585901 6.1621921453624946 6.8250680137425652 4.0104885473847389 5.5393709316849709 4.9116599112749082 8.6837945766747016 31.827515184879303 3.6024921387433997 4.7978764474391928 4.1669323928654185 3.4510971680283546 494.07328333379701 5.110934952273964 91.957051023840904 61.528922822326422 46.34203148400411 69.177501845173538 22.904725842643529 12.76795946061611 4.4256763271987429 6.2638022499159005 22.885081780841574 3.538715431466696 9.5842956025153399 10.209400126244871 7.813435822725296 3.9718701634556037 205.32340593356639 leaf_count=14 294 37 70 75 18 49 17 94 97 5 20 13 37 3804 61 297 349 388 364 251 26 61 41 330 45 39 121 81 11 891 internal_value=-6.75e-05 -0.000281371 -0.0103615 -0.00480237 -0.0578117 0.000334998 -0.0359524 0.00578757 -0.00137129 -0.037104 -0.0626241 0.0141048 -0.0267027 0.000595809 0.00382635 0.0208787 0.000664832 -0.00746429 0.000663576 -0.0136483 0.00723433 0.0173114 -0.024607 -0.0524167 -0.0423914 -0.00342162 0.00727037 0.00912391 -0.0395825 0.011275 internal_weight=1218.44 1211.7 97.0015 86.8288 10.1727 80.0037 10.451 69.5527 56.5297 17.0842 13.4817 39.4455 7.61803 1114.7 620.626 97.068 523.558 234.711 159.22 85.6165 49.5887 73.6032 75.4909 29.1489 36.0277 13.123 288.847 278.638 11.7853 266.852 internal_count=8000 7986 532 444 88 369 66 303 266 119 114 147 50 7454 3650 358 3292 1839 1080 655 320 425 759 371 335 84 1453 1332 92 1240 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=31 num_cat=0 split_feature=78 80 231 32 8 1 240 0 196 243 7 9 24 63 8 44 76 76 14 9 0 57 50 243 42 32 46 43 46 624 split_gain=3.95241 4.83584 6.20813 4.13923 6.71644 11.1409 6.25837 7.4223 5.98798 5.06213 5.03429 10.3398 10.5956 8.37291 10.7218 13.224 12.306 11.8542 10.1382 10.1105 9.60901 12.1493 12.6805 9.42946 9.35913 9.2227 13.9543 8.8349 9.64837 8.41651 threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.093418472625969654 654750.00000000012 1.0000000180025095e-35 0.54297920887602513 103605.00000000001 1.0000000180025095e-35 0.069758746705675015 28127.250000000004 0.0050430000000000015 9.5000000000000018 0.10965000000000001 843750.00000000012 0.095400000000000013 0.019750000000000004 0.14515000000000003 9.5000000000000018 0.0071170000000000009 104839.50000000001 0.10005000000000001 0.94790000000000008 0.079778170966896808 0.048550000000000003 0.52938261911184969 0.00090000000000000008 0.01685 0.0023500000000000005 5851.3500000000013 decision_type=10 10 2 10 8 2 2 2 2 2 2 2 2 8 10 8 8 8 8 2 2 10 10 2 8 10 10 8 10 8 left_child=1 2 3 4 6 -6 9 -8 10 -1 11 12 -5 18 23 -16 -17 -18 24 -19 21 22 -20 -15 -12 26 -22 28 -24 -25 right_child=-2 -3 -4 8 5 -7 7 -9 -10 -11 13 -13 -14 14 15 16 17 19 20 -21 25 -23 27 29 -26 -27 -28 -29 -30 -31 leaf_value=0.030391817124562209 -0.05413940842850045 0.02169776440617633 -0.069354178881214174 0.0010509077087737483 0.02322323858853487 -0.070127384899022219 0.014669026395996848 -0.072574220869416214 -0.06629426190006614 -0.011875349752029913 0.021870119493473644 -0.002342052926367473 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100 55 67 18 45 22 34 61 38 31 4240 157 906 41 29 112 87 5 660 99 37 50 4 221 312 39 188 17 175 internal_value=-6.57487e-05 8.48911e-05 -0.000377523 -0.000187536 0.0109024 -0.0222447 0.0173517 -0.0182956 -0.00097758 0.024027 -0.000769705 -0.00355957 -0.0360075 0.00333499 0.00740011 -0.00497373 -0.011031 -0.0161792 -0.00824351 -0.0108822 -0.00180029 -0.0242069 -0.0421695 0.0139812 -0.0422821 0.009233 -0.0188519 -0.0554797 -0.012684 -0.0207966 internal_weight=1213.04 1209.67 1184.34 1181.08 78.5448 12.7932 65.7517 10.3705 1102.54 55.3811 1099.04 654.316 23.6635 444.723 329.158 114.283 101.419 93.2702 115.565 85.7023 97.1712 32.0611 23.9157 214.876 18.3937 65.1102 20.1742 21.0962 7.67332 17.8696 internal_count=8000 7967 7867 7812 274 63 211 56 7538 155 7477 4464 224 3013 2014 929 888 859 999 747 747 297 260 1085 252 450 138 255 67 179 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=31 num_cat=0 split_feature=31 198 28 76 9 12 11 31 31 59 239 24 13 33 39 162 106 13 241 0 36 36 51 9 239 613 239 14 31 12 split_gain=3.74878 4.07468 11.2308 9.04937 8.32111 9.11482 5.70783 6.05952 4.83505 8.59944 12.1981 11.7324 11.0938 10.839 8.58224 8.77391 9.07021 7.51899 7.85499 7.16478 7.1432 7.53365 10.4379 6.93681 8.76406 6.91182 6.5421 6.31509 6.18138 8.86511 threshold=0.056106464723230109 1.0000000180025095e-35 1.0000000180025095e-35 0.039750000000000008 0.017320500000000003 -4775.4999999999991 -853.49999999999989 0.20024914172550759 0.41329823240608671 0.02775 0.10608631912441162 10.500000000000002 -2783.4999999999995 0.14509547980217227 0.49000000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -3721.4999999999995 89550.000000000015 100682.50000000001 0.99525000000000008 0.98985000000000012 0.82035000000000013 0.018421500000000004 0.39327405273582677 1.0000000180025095e-35 0.0092260502063349018 7.5000000000000009 0.49784709694548929 -849.49999999999989 decision_type=8 2 2 8 2 2 10 8 10 10 8 2 2 8 8 2 8 2 2 2 10 8 10 2 10 8 8 8 10 2 left_child=-1 8 3 -3 -5 -6 7 -7 26 10 12 13 17 -12 -13 16 23 25 -19 -11 21 22 28 24 -16 -10 27 -2 29 -21 right_child=1 2 -4 4 5 6 -8 -9 9 19 11 14 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.037488393766941235 0.031273822519783091 0.026471962418468803 0.038574505202127324 -0.078036213427679024 -0.075992670805784979 0.046604668250459995 0.028442708762306847 -0.058940295086711163 0.056551075392827194 -0.070084537453456094 0.035019432991291677 -0.060842457247706344 -0.070539742857305077 -0.064515432956750066 -0.067985534660415126 0.048606076261405132 -0.064563971273144768 -0.046814584756257833 0.042080029305463729 -0.070570354379527384 -0.064606031304303785 0.039903747612520274 -0.067408486749186911 0.027791245986136415 0.041281267418674876 -0.069662436989458995 0.0021495869326869262 -0.074188797880775578 0.012074286519691564 0.034614995701386563 leaf_weight=6.6095051541924468 1.9449173659086216 6.525758320465683 7.9880864592269054 9.2162864855490643 5.5175386168994036 1.8065561801195151 7.913632491603491 5.5000895410776138 1.2787690702825785 3.206260801292955 3.5415156260132763 4.138032804708927 16.527661325410008 12.012240045703948 5.0188853135332527 13.21148664690554 4.6324225421994916 3.7491404581814987 7.3703266866505146 5.5725033916532993 3.4708481719717375 15.847249803133307 5.0502341887913635 18.760877514723688 2.8929294631816447 7.1485537481494266 947.56999920820817 5.2539249295368791 66.107697983505204 3.1273348461836559 leaf_count=14 9 41 29 149 91 5 28 79 3 57 7 93 208 233 84 66 77 43 29 90 76 86 96 144 13 136 5377 67 558 12 internal_value=-6.41765e-05 -0.000270686 -0.0151234 -0.0268818 -0.0385054 -0.0209371 -0.000978813 -0.0328445 0.000299949 -0.00671431 -0.0171211 -0.00405009 -0.0403859 -0.0418518 0.00803424 0.0144367 1.63794e-05 -0.0148894 0.0121075 0.00347904 0.00585728 0.00841271 0.00216352 0.0112325 -0.0280325 -0.0505107 0.00178884 -0.0456959 0.0068603 -0.0327593 internal_weight=1208.51 1201.9 44.4679 36.4799 29.9541 20.7378 15.2203 7.30665 1157.43 202.665 100.283 64.2084 36.0745 15.5538 48.6546 44.5166 31.3051 19.5468 11.1195 102.382 99.1759 95.705 79.8578 26.6727 7.91181 8.42732 954.769 7.19884 74.8075 8.69984 internal_count=8000 7986 422 393 352 203 112 84 7564 2111 1136 717 419 240 477 384 318 211 72 975 918 842 756 241 97 139 5453 76 660 102 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=31 num_cat=0 split_feature=12 5 51 12 38 5 6 65 9 51 4 59 31 81 38 52 241 32 11 9 160 143 0 13 10 38 131 242 0 14 split_gain=3.7052 8.87504 3.79549 8.92055 15.0154 9.31841 7.58393 7.55818 6.95777 6.90565 6.86148 6.26408 6.21181 9.98435 10.2842 10.0164 7.51534 7.46559 7.05098 6.40832 11.4891 6.1663 13.9279 12.5439 14.0502 10.295 7.30481 6.98193 12.9646 6.94067 threshold=-12884.999999999998 57748.500000000007 0.82035000000000013 -3133.4999999999995 0.0093500000000000024 112275.00000000001 260604.00000000003 0.76185000000000003 0.019967499999999954 0.76155000000000006 1.0000000180025095e-35 0.11440000000000002 0.55587396623656515 -528.49999999999989 0.064400000000000013 0.03185000000000001 110812.50000000001 0.39625962931420383 -262.49999999999994 0.021669000000000004 1.0000000180025095e-35 1.0000000180025095e-35 102549.00000000001 -4243.4999999999991 -10157.499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.18921785714285713 106524.50000000001 4.5000000000000009 decision_type=2 2 10 2 10 2 2 10 2 10 2 10 8 2 10 8 2 10 10 2 2 2 2 2 2 8 2 2 2 8 left_child=1 -1 7 4 8 -5 10 21 -4 -9 -6 -7 17 15 19 -14 18 -11 -17 -15 -21 25 -23 -24 27 26 -2 28 -25 -27 right_child=2 -3 3 5 6 11 -8 9 -10 12 -12 -13 13 14 -16 16 -18 -19 -20 20 -22 22 23 24 -26 29 -28 -29 -30 -31 leaf_value=0.037802677341302944 -0.079943207829749285 -0.062147042299341919 -0.042470978621189266 -0.076978402672914004 -0.070033538457115421 -0.020408340047159218 -0.075395758413102809 0.049959610776396879 0.036382811298390848 -0.024457818843083897 0.03719332848655553 0.025002723241294614 -0.064901889152471859 0.039244029633151253 -0.059108491131448629 -0.069214585248158489 0.029734527063481581 0.038930409088231033 0.044652653675502349 -0.080349176203900891 0.057277609609189054 -0.070383586401157133 -0.072427251959378533 0.0173546250096046 -0.070282498030147675 -0.016674464628006203 0.031146435462937851 0.025514146499944403 -0.064526010310606494 0.0022330001725756293 leaf_weight=3.2700454983860237 6.4567520576529187 6.9231523384805769 4.0350374095141879 3.1856970470398656 2.6231962554156807 10.605514921713619 14.754914366174487 11.741357976570724 9.1209936970844847 5.6865452863276031 3.4595521688461304 26.74419351387769 9.3983106426894683 23.772308989427987 3.8718764809891573 5.1369348457083115 9.1841974239796382 25.360869367606938 1.8488590456545368 3.3538816682994357 2.7678916696459055 9.6344352327287179 6.3704820112325242 13.466578222811224 6.0855429507791987 51.356076134834439 1.9197822469286618 30.124389705248177 7.5417270623147479 884.27601451356895 leaf_count=13 96 180 51 42 46 119 241 30 46 34 14 151 136 88 38 74 50 89 4 43 7 127 106 68 66 473 8 140 94 5326 internal_value=-6.49918e-05 -0.0300825 0.000191293 -0.0107343 -0.0296238 0.00510682 -0.0560282 0.000918741 0.0121979 0.0138858 -0.00904845 0.0121082 0.00919955 -0.000282429 0.0175655 -0.0238528 5.77704e-06 0.0273204 -0.0390785 0.0274963 -0.0181228 -0.000383067 -0.0143608 -0.00587267 0.00153729 0.000701132 -0.054483 0.0100849 -0.0120395 0.00119518 internal_weight=1204.08 10.1932 1193.88 74.5291 33.9937 40.5354 20.8377 1119.35 13.156 102.123 6.08275 37.3497 90.3817 59.3343 33.766 25.5683 16.17 31.0474 6.98579 29.8941 6.12177 1017.23 73.2232 63.5887 57.2182 944.009 8.37653 51.1327 21.0083 935.632 internal_count=8000 193 7807 710 398 312 301 7097 97 593 60 270 563 440 176 264 128 123 78 138 50 6504 601 474 368 5903 104 302 162 5799 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=31 num_cat=0 split_feature=13 641 32 10 14 195 57 5 239 10 39 242 6 0 0 33 32 107 24 24 7 13 10 242 0 33 243 77 59 13 split_gain=3.80173 3.62912 4.45132 12.1903 8.19546 10.5461 9.23149 8.18082 7.01612 4.57543 8.7416 7.69257 8.63047 10.0744 16.6394 10.5065 10.9748 9.0772 8.01696 6.76636 12.431 6.69893 5.26244 5.12078 9.60056 9.83145 6.27234 9.4411 8.35043 9.76927 threshold=-5540.9999999999991 240339.66750000004 0.71932195091684759 -19416.499999999996 8.5000000000000018 1.0000000180025095e-35 0.15385000000000001 89550.000000000015 0.098252472018254419 -9870.4999999999982 0.094600000000000017 0.090071428571428566 148981.50000000003 108178.50000000001 104398.50000000001 0.5145945707321371 0.083983937625394411 4.5000000000000009 14.500000000000002 12.500000000000002 39505.500000000007 -2318.4999999999995 -9920.4999999999982 0.049040028490028455 103928.50000000001 0.22071492560243802 0.098038461538461519 1.0000000180025095e-35 0.074450000000000002 -479.99999999999994 decision_type=2 10 10 2 10 2 10 2 10 2 10 2 2 2 2 8 10 10 2 2 2 2 2 2 2 10 2 10 10 2 left_child=-1 2 9 -4 5 6 7 -5 -6 22 11 18 -13 14 15 -14 -17 -16 -11 -15 -21 -18 23 24 -2 -26 -25 28 29 -28 right_child=1 -3 3 4 8 -7 -8 -9 -10 10 -12 12 13 19 17 16 21 -19 -20 20 -22 -23 -24 26 25 -27 27 -29 -30 -31 leaf_value=-0.061974313666340146 0.046981183632044399 0.03989200600107632 -0.062885422782612957 0.026719243436567477 -0.06005907888239366 0.043150969607158737 0.038691941485180521 -0.0571489258876582 0.04449897975038597 -0.07670140215313731 -0.079477651434235241 0.051491554199693479 0.020983605469486102 0.030653535264902412 -0.091618911068623257 0.033156573925105813 0.030661969263024447 0.017964573769310047 0.010402775964270451 -0.094047323907400907 0.044135582482206372 -0.093811023440903182 0.039718675233450899 0.0014263020719257728 0.030899154268144297 -0.070321946820890852 -0.047540335769676145 -0.05425396773942457 0.030760207996105477 0.034594144450077496 leaf_weight=2.4745900500565758 16.000605229288343 5.6922754719853392 10.355329159181563 3.4657409619540074 1.8628085469827045 5.9772494202479711 4.0440443167462936 18.056646074634045 11.567578455433248 7.2609205991029722 4.3251291122287503 7.1012012772262088 18.983101032674316 21.339881114661697 9.9333490850403887 3.5366652347147447 1.2971019763499461 2.3337076641619197 4.152290191501379 3.3819873742759219 3.1374238412827253 6.4856969490647352 8.9282247833907586 966.46374780754559 5.1579095274209958 4.4847528589889407 12.680525763425978 12.734248916618524 11.393225658684967 5.0670088678598431 leaf_count=64 39 19 243 24 37 31 20 401 60 73 55 14 56 54 100 9 5 9 23 35 8 67 29 5908 15 68 211 216 87 20 internal_value=-6.43471e-05 6.36196e-05 -0.000126655 -0.0139754 -0.00271385 -0.016641 -0.03062 -0.0436437 0.0299967 0.00054775 -0.0100623 -0.00668681 -0.001045 -0.00634216 -0.0216403 -0.00175103 -0.0398777 -0.0707715 -0.0450116 0.0170337 -0.0275477 -0.073066 0.00149662 0.00116658 0.0232313 -0.0161783 0.000605447 -0.0183397 -0.00264542 -0.0240905 internal_weight=1199.67 1197.2 1191.51 55.3294 44.9741 31.5437 25.5664 21.5224 13.4304 1136.18 93.2685 88.9433 77.5301 70.4289 42.5696 30.3026 11.3195 12.2671 11.4132 27.8593 6.51941 7.7828 1042.91 1033.98 25.6433 9.64266 1008.34 41.875 29.1408 17.7475 internal_count=8000 7936 7917 816 573 476 445 425 97 7101 508 453 357 343 246 137 81 109 96 97 43 72 6593 6564 122 83 6442 534 318 231 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=31 num_cat=0 split_feature=13 633 24 81 233 33 0 107 8 14 13 13 243 641 37 37 64 60 48 42 241 243 34 9 62 61 33 107 143 33 split_gain=3.58788 3.59771 8.89421 4.58923 7.83521 4.20753 7.86315 12.0124 8.61873 7.41065 6.63576 11.8382 11.9451 9.89628 8.93553 11.8389 10.6486 8.22853 7.30526 12.0491 10.3493 8.7109 8.6924 13.7899 12.7701 12.0531 10.9917 13.448 10.1315 10.0036 threshold=-5540.9999999999991 -2120.9999999999995 10.500000000000002 -2900.9999999999995 1.0000000180025095e-35 0.14509547980217227 111183.50000000001 1.5000000000000002 470250.00000000006 10.500000000000002 -803.49999999999989 -1051.4999999999998 0.032496688488450103 122481.60750000003 0.69060000000000021 0.75860000000000005 0.98335000000000006 0.0097500000000000017 0.17280000000000004 0.33750000000000008 95062.500000000015 0.054465751261471455 0.1208 0.0064670000000000014 0.11580000000000001 0.054050000000000008 0.29784080071730007 5.5000000000000009 1.0000000180025095e-35 0.72311494006137489 decision_type=2 8 2 2 2 8 2 8 8 8 2 2 2 8 10 10 10 10 10 10 2 2 8 2 10 8 8 10 2 10 left_child=-1 2 -2 4 -3 9 10 -8 -9 -5 11 13 -13 -7 -12 -16 -17 -18 19 22 -21 -22 24 26 -15 -25 -24 -28 29 -27 right_child=1 3 -4 5 -6 6 7 8 -10 -11 14 12 -14 18 15 16 17 -19 -20 20 21 -23 23 25 -26 28 27 -29 -30 -31 leaf_value=-0.06150272504870008 -0.049630295430656897 -0.063584142559949028 0.032963751646196464 -0.030540765812209089 0.068055934692463529 -0.070227507853562507 -0.080509148396434749 0.01010829793200008 -0.068300301426225757 0.015631278847671154 0.014263106399833157 0.020155531577660327 -0.050763675456071293 0.0039317048513104911 -0.077970099277402005 0.051364802348358621 -0.059566578999450795 0.035694231379577987 0.014569087279360935 -0.070740327781430093 -0.061183200707272171 0.032791708414216254 0.016493598285822079 -0.032846437019048005 0.050768415747637768 0.0033428204876575808 -0.064302185789680402 0.045872016364307718 -0.031701373352834593 -0.032727601856553032 leaf_weight=2.3714959626086047 3.9026223607361343 6.1248248759657136 19.779118455480784 9.785121522843836 1.3861760534346101 5.1043938975781202 7.645168597809973 16.000629539135847 4.487723139114677 77.676191370934248 133.19312716834247 8.0226633753627556 22.84442897932604 236.96866837982088 6.2769765350967672 6.7222540322691229 7.13383417483419 3.3227833788841963 74.403009217465296 11.610904150642456 3.935815420933066 6.6028051343746483 7.8555201254785052 30.287976598367095 15.50553781352937 395.80731976265088 22.905687246471647 3.1507149785757056 24.180043020751327 20.20299378875643 leaf_count=64 45 157 85 49 2 86 117 95 65 234 597 39 222 1720 74 15 94 12 502 181 95 39 27 294 44 2198 275 10 241 322 internal_value=-6.34173e-05 5.87323e-05 0.0193527 -0.000332079 -0.0392896 -8.01837e-05 -0.000938842 -0.027024 -0.00706615 0.0104656 -0.000237274 -0.00190859 -0.0323311 -0.000814791 0.0092518 -0.0192047 0.00226752 -0.0292957 -0.000399625 -0.00182928 -0.038179 -0.00230472 -0.000765505 -0.00455652 0.00680815 -0.00233693 -0.0353501 -0.05098 -0.000237677 0.00159111 internal_weight=1195.2 1192.83 23.6817 1169.14 7.511 1161.63 1074.17 28.1335 20.4884 87.4613 1046.04 889.388 30.8671 858.521 156.649 23.4558 17.1789 10.4566 853.417 779.014 22.1495 10.5386 756.864 504.39 252.474 470.478 33.9119 26.0564 440.19 416.01 internal_count=8000 7936 130 7806 159 7647 7364 277 160 283 7087 6295 261 6034 792 195 121 106 5948 5446 315 134 5131 3367 1764 3055 312 285 2761 2520 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=31 num_cat=0 split_feature=78 80 231 11 163 58 33 13 77 47 36 11 133 5 241 0 32 12 243 377 595 241 243 33 81 240 534 10 123 83 split_gain=3.57626 4.14709 5.74438 4.60171 4.01684 10.0857 8.59222 9.646 8.17075 7.79452 10.668 6.59563 6.35425 7.38323 11.738 7.95345 8.23698 9.81639 7.74057 6.29504 6.09052 6.08403 5.78841 9.46459 5.56206 5.40681 5.17444 5.06761 9.00873 12.4308 threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 -1780.4999999999998 1.0000000180025095e-35 0.098750000000000018 0.58060556429891952 -525.49999999999989 3.5000000000000004 0.014650000000000002 0.98735000000000006 -9666.4999999999982 1.0000000180025095e-35 154800.00000000003 58050.000000000007 105456.00000000001 0.56337853265447924 -1400.9999999999998 0.061348164956590311 -617.49999999999989 -28.499999999999996 37181.250000000007 0.048398019801980205 0.36144490647871014 -2529.9999999999995 0.15370719864392321 3587.1750000000006 -9870.4999999999982 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 2 8 2 8 10 2 10 8 8 8 2 2 2 2 10 2 2 8 8 2 2 8 2 2 8 2 2 2 left_child=1 2 4 -3 11 8 9 -8 24 -7 -11 -1 13 14 18 -15 17 -17 22 26 21 -21 23 -12 -6 -16 -13 -22 29 -29 right_child=-2 3 -4 -5 5 6 7 -9 -10 10 12 19 -14 15 25 16 -18 -19 -20 20 27 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.064074151360179854 -0.052115087542988707 -0.020163006301781687 -0.068567890337098633 0.031808585548166554 0.02816562954347451 0.024202377038116171 -0.053494849478869656 0.033919848183580598 0.01717830564899998 -0.058788240257824302 0.020240037857591778 0.035620557364550609 0.049247753991677919 0.027558536476507457 0.0039598785717602893 -0.093621011956817421 0.015915214757302325 0.011533898754860859 -0.063004528636993629 0.027850937261582578 0.0030265519590334552 -0.071267037716186837 0.028376831522199338 -0.082695199630853478 -0.065892860855858146 -0.092538351681867956 -0.072523417891209738 -0.0044144608134717607 -0.00017291222855004483 -0.083267349435698856 leaf_weight=3.8740350615698844 3.2907230434939256 5.4662737660109997 3.0777742033824316 19.287772817537192 1.7570305224508089 30.218279282562435 14.470536555629225 4.036089224740862 4.9517928864806882 8.3848752025514823 5.3051587082445666 1.4256258644163609 6.1503017060458651 26.627634297125041 1.85377096198499 5.2561171688139439 10.405377249233423 3.841415613889696 4.6826138542965046 2.166143387556076 896.11051142821088 5.4270558739081025 13.534355254843829 3.8564401194453248 14.903763982467353 6.6907126819714904 4.9353063814342022 11.428620169870555 57.615398157387972 8.8827933566644788 leaf_count=100 33 37 55 63 17 138 318 20 29 103 16 6 15 100 15 50 63 16 42 7 5767 86 45 49 229 69 76 70 271 95 internal_value=-6.3047e-05 8.13028e-05 -0.000350146 0.020332 -0.000168959 -0.00734481 -0.002605 -0.0344307 -0.0392133 0.00203974 -0.00489395 0.0010387 0.000229371 -0.00344479 -0.020441 0.0097906 -0.0144682 -0.0492196 -0.00447417 0.00129402 0.0016153 -0.0429912 0.00760178 -0.023089 -0.0559735 -0.0716025 -0.048286 0.00196303 -0.0102668 -0.0388992 internal_weight=1189.91 1186.62 1161.87 24.754 1158.79 166.926 145.314 18.5066 21.6126 126.807 96.5888 991.865 88.2039 82.0536 35.9231 46.1305 19.5029 9.09753 27.3786 987.991 981.631 7.5932 22.696 9.1616 16.6608 8.54448 6.36093 974.037 77.9268 20.3114 internal_count=8000 7967 7867 100 7812 1334 1059 338 275 721 583 6478 480 465 236 229 129 66 152 6378 6296 93 110 65 246 84 82 6203 436 165 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=31 num_cat=0 split_feature=179 14 14 13 81 32 13 24 105 81 143 10 42 12 58 59 45 243 111 105 7 107 66 52 35 11 243 43 242 170 split_gain=3.57978 3.77488 11.9472 9.45619 10.9183 9.14521 11.3735 6.65279 6.03749 8.9065 5.2962 4.83736 4.33803 10.1436 7.51396 4.97973 8.60443 7.0239 6.87669 6.631 6.39247 13.1504 5.41388 7.84915 12.8745 8.76069 7.21273 8.92491 7.18237 7.09607 threshold=1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 -2358.4999999999995 -1394.4999999999998 0.46652901169484512 -502.49999999999994 13.500000000000002 1.0000000180025095e-35 -1420.4999999999998 1.0000000180025095e-35 -12439.999999999998 0.38020000000000004 -4850.4999999999991 0.11705 0.24195000000000003 0.19575000000000004 0.035914969546499205 1.0000000180025095e-35 3.5000000000000004 36400.500000000007 4.5000000000000009 0.04685000000000001 0.026950000000000005 0.038300000000000008 -213.49999999999997 0.027581961613658352 0.02315 0.23798333333333332 1.0000000180025095e-35 decision_type=2 8 8 2 2 10 2 2 10 2 2 2 10 2 10 10 10 2 2 10 2 8 10 10 10 10 2 8 2 2 left_child=1 2 3 4 8 -5 10 -6 9 -1 -7 -9 15 -14 -15 16 19 -17 -18 22 21 -19 23 26 -25 -26 27 -3 -24 -30 right_child=-2 12 -4 5 7 6 -8 11 -10 -11 -12 -13 13 14 -16 17 18 20 -20 -21 -22 -23 28 24 25 -27 -28 -29 29 -31 leaf_value=-0.065738965555385914 0.034284267921127869 0.032248984017674981 -0.063585351121109454 0.039362443960983831 -0.079909806325682009 -0.071901445687588592 0.033276655047076907 -0.063177570781554379 0.044442077125987564 0.05709844563661344 0.031921880462988349 0.031642656587729683 -0.074638350307077439 -0.07089356494098159 0.015389142775542389 0.042723421929273524 -0.075304501244658067 -0.069684968451251994 0.022896466196540004 -0.067972573686844617 0.027348676207221773 0.027077763630008241 0.023767484123922059 0.025446533341431522 -0.070384566211354666 0.024228192456951007 0.0011706545398102303 -0.070021119938115148 -0.07274220037880752 0.023403125987299846 leaf_weight=4.3786086342297494 7.5380426151677957 2.992581240832803 9.5271885483525676 17.578751318156719 9.3167028259485978 6.7964109904132766 7.038355635944753 2.4150073882192373 6.1715731010772288 2.2257815673947317 1.4993006307631729 3.0360397757031015 6.3817100711166885 3.0953592304140356 13.652080288156865 16.853571766987443 6.5358046814799291 7.0823064558207998 2.4513940298929811 3.511730085592716 12.591594538651405 6.9636798817664394 46.089610758703202 7.6326468870975104 13.429348167497668 2.9917562622576925 941.371142975986 7.4292269251309344 4.1553903669118872 3.5660613775253296 leaf_count=85 28 19 142 44 132 103 32 51 26 4 9 15 115 53 93 60 117 104 17 61 56 33 238 37 192 15 5927 124 52 16 internal_value=-6.24086e-05 -0.000282052 -0.0115445 -0.0033435 -0.0249596 0.0147464 -0.0134732 -0.0542399 0.00888551 -0.0243409 -0.0531372 -0.0103661 0.00042881 -0.0209981 -0.000558129 0.000885298 0.000193527 0.0174619 -0.0485187 0.000617259 0.00147889 -0.0217122 0.00085119 -1.88839e-07 -0.0282081 -0.0531471 0.000712682 -0.0406547 0.0162907 -0.0283386 internal_weight=1186.3 1178.76 69.9837 60.4565 27.5437 32.9128 15.3341 14.7677 12.776 6.60439 8.29571 5.45105 1108.78 23.1291 16.7474 1085.65 1042.16 43.4912 8.9872 1033.17 26.6376 14.046 1029.66 975.847 24.0538 16.4211 951.793 10.4218 53.8111 7.72145 internal_count=8000 7972 643 501 313 188 144 198 115 89 112 66 7329 261 146 7068 6815 253 134 6681 193 137 6620 6314 244 207 6070 143 306 68 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=31 num_cat=0 split_feature=238 641 613 239 633 33 633 633 11 616 636 30 135 73 76 0 43 30 32 81 148 5 57 240 7 3 37 354 148 13 split_gain=3.52394 3.82723 3.93024 8.20931 6.04113 5.85174 4.6255 4.94388 5.33105 5.31533 4.86073 5.99001 4.06405 9.6294 9.35909 9.0366 9.88296 10.1048 8.0181 6.77261 10.282 8.32841 7.53278 7.48391 17.5921 13.2381 7.40431 6.09867 5.95454 5.91838 threshold=1.0000000180025095e-35 240339.66750000004 1.0000000180025095e-35 0.11219433741880906 -79.499999999999986 0.53258388625011188 -2120.9999999999995 -1541.9999999999998 -3881.4999999999995 0.99978647738677529 -36.999999999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.011850000000000001 0.014350000000000002 103094.50000000001 0.18080000000000004 1.0000000180025095e-35 0.023717180859310304 -972.49999999999989 1.0000000180025095e-35 89550.000000000015 0.042650000000000007 0.22317923495783873 23791.500000000004 1.0000000180025095e-35 0.67700000000000016 12736.755000000003 1.0000000180025095e-35 -4261.4999999999991 decision_type=2 10 8 8 10 8 8 8 8 8 10 2 2 8 8 2 10 2 8 2 2 2 10 2 2 2 8 10 2 2 left_child=1 2 3 5 6 -1 -4 8 -8 -9 12 -12 13 -11 -15 16 17 18 -16 20 -17 -21 23 -23 -25 28 -24 29 -26 -14 right_child=-2 -3 4 -5 -6 -7 7 9 -10 10 11 -13 27 14 15 19 -18 -19 -20 21 -22 22 26 24 25 -27 -28 -29 -30 -31 leaf_value=-0.054576861264763077 0.027427969086570171 0.041456822323235137 0.024048787262823085 -0.066070897576362683 0.052791420244301258 0.026769776744601983 0.02307024686694667 0.055484742340012751 -0.080640623991387606 -0.076299266292904566 -0.07755248371219331 0.0086998474920728739 -0.0092535478956990973 0.057882756395565442 0.052151118365350663 0.034610173182040377 0.049867736973722848 0.011284817111544321 -0.073837288090266906 -0.052385453362169869 -0.040121450394992625 0.04144007862247874 0.033187783295149702 0.021405527946339167 -0.059199319282205891 -0.11614855559769127 -0.076819080039468357 -0.069709051021005303 0.033659767710631922 0.00050601648097727383 leaf_weight=3.098881397396327 11.543561805505304 5.4530601166188708 18.99866795912385 6.9899907154031089 5.3597642341628662 7.71415013447404 1.8250753674656151 4.2096158731728792 3.8592327651567757 3.4012263296172014 4.5348675893619639 3.6195408590137959 196.06581230950542 9.120262988843022 1.4079655259847683 41.394467673730105 4.0682486779987803 7.531116794794797 12.252320016268641 6.4417678005993357 5.1784664124716064 16.605179256759584 2.2455227561295024 31.354494946077466 3.083684270270167 4.6330958269536495 4.7979055717587471 3.2905802819877854 3.9222623221576214 747.83984412183054 leaf_count=27 54 18 93 122 13 36 12 9 48 43 74 20 1791 21 2 174 10 34 149 54 44 52 10 122 33 50 60 60 12 4753 internal_value=-6.25346e-05 -0.000333695 -0.000529332 -0.0238418 -0.000167503 0.00345683 -0.000416125 -0.000830134 -0.0473419 -0.00059344 -0.00080558 -0.0392672 -0.000521657 0.00691719 0.00875466 0.0056628 -0.0215122 -0.0352154 -0.0608517 0.0113995 0.0263007 0.00190358 0.00715127 0.0129302 0.00191895 -0.0505761 -0.0417477 -0.0017581 -0.00721238 -0.00152122 internal_weight=1181.84 1170.3 1164.84 17.803 1147.04 10.813 1141.68 1122.68 5.68431 1117 1112.79 8.15441 1104.63 157.438 154.037 144.916 25.2597 21.1914 13.6603 119.657 46.5729 73.0839 66.6421 59.5987 42.9935 11.639 7.04343 947.196 7.00595 943.906 internal_count=8000 7946 7928 185 7743 63 7730 7637 60 7577 7568 94 7474 870 827 806 195 185 151 611 218 393 339 269 217 95 70 6604 45 6544 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=31 num_cat=0 split_feature=244 534 562 377 44 105 59 81 11 31 5 33 196 198 31 151 33 34 239 12 239 81 36 189 14 10 243 32 78 78 split_gain=3.44028 3.40927 7.77276 3.53533 5.4554 5.11355 4.48717 11.3325 4.93571 3.83906 8.58218 6.35588 5.26008 5.07305 12.7285 11.8909 9.04519 7.94103 7.65968 6.63192 5.27495 6.27828 8.16164 5.67061 5.81893 8.0319 10.895 7.57801 7.53169 6.93251 threshold=-215.49999999999997 3149.8875000000003 14.000000000000002 -244.49999999999997 0.0096500000000000006 1.0000000180025095e-35 0.0082500000000000021 -790.49999999999989 -921.49999999999989 0.20024914172550759 97875.000000000015 0.4391696023539125 1.0000000180025095e-35 1.0000000180025095e-35 0.29574664183425653 1.0000000180025095e-35 0.20975246376772819 0.011850000000000001 0.015744829211151504 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10.8932 9.96497 9.36537 7.68703 7.5443 7.09979 6.84515 6.50177 6.09229 8.72929 5.56802 13.4608 11.832 threshold=0.093418472625969654 654750.00000000012 1.0000000180025095e-35 0.54297920887602513 103605.00000000001 0.0079500000000000022 1077223.5000000002 0.021350000000000004 0.0086500000000000014 -8689.9999999999982 -860.49999999999989 0.017750000000000005 0.49365000000000009 0.081997050050795717 0.69332585501323363 0.77460000000000007 8025.5700000000006 1.0000000180025095e-35 0.73451776817845638 1.0000000180025095e-35 107670.00000000001 1.0000000180025095e-35 3149.8875000000003 0.41095637307246197 24474.600000000002 -3205.9999999999995 1446999.7500000002 0.65371291610247184 102353.50000000001 -703.49999999999989 decision_type=10 8 2 2 2 8 2 8 8 2 2 8 8 8 10 8 10 2 10 2 2 2 10 8 8 2 2 10 2 2 left_child=1 3 -3 -1 -5 6 -2 8 9 -7 11 -10 -9 -11 22 18 17 19 -16 20 -17 23 24 -22 -14 26 -20 -26 -29 -30 right_child=5 2 -4 4 -6 7 -8 12 10 13 -12 -13 14 -15 15 16 -18 -19 25 -21 21 -23 -24 -25 27 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3.5069459315855083 28.181772421812639 7.3733870298601678 2.4590125465765587 3.488625864963983 3.8589734798297277 4.028084348887206 5.281452974304556 6.983262776862829 10.560292059089988 885.28469724277966 13.351373290875923 1.6130819851532576 4.807973099872469 29.978221332654357 15.812141497619448 leaf_count=158 72 18 46 23 35 34 9 35 26 3 106 62 22 115 72 618 46 4 83 33 28 34 103 251 5486 53 3 92 177 153 internal_value=-5.83725e-05 0.00992354 -0.0210505 0.0159628 -0.0183966 -0.000757951 -0.0448223 -0.000488091 0.01464 -0.014564 0.0261262 -0.0170125 -0.00128747 -0.0442688 -0.00108954 -0.0128676 -0.0238016 -0.0317062 0.0178746 -0.0365772 -0.0425957 -0.0187789 -5.16498e-05 -0.0373166 0.000320367 0.0325578 -0.0139185 -3.86679e-05 0.0160931 0.0244498 internal_weight=1174.6 76.9301 12.5523 64.3778 10.3387 1097.67 6.68149 1090.99 54.7554 15.4566 39.2988 8.47013 1036.24 9.66 1033.57 83.703 61.743 54.3696 21.96 51.9106 48.0516 19.8698 949.864 14.5884 942.881 18.4531 5.10171 935.883 50.5983 45.7904 internal_count=8000 280 64 216 58 7720 81 7639 346 152 194 88 7293 118 7258 1225 1014 968 211 964 931 313 6033 279 5930 139 86 5908 422 330 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=31 num_cat=0 split_feature=12 5 7 6 595 33 163 58 10 33 13 11 239 61 31 7 32 11 7 12 12 77 81 33 11 377 377 79 107 179 split_gain=3.21507 8.33497 3.28288 6.18549 3.63468 5.21451 4.01334 9.04319 7.89621 7.62007 8.0472 6.90238 11.6998 8.29955 11.6026 6.89427 14.5934 7.66334 9.86714 8.89378 6.5434 6.7327 6.87648 6.35733 6.18692 5.39231 4.95557 4.83961 9.40535 4.72079 threshold=-12884.999999999998 57748.500000000007 69655.500000000015 2810250.0000000005 -28.499999999999996 0.32410123718131906 1.0000000180025095e-35 0.14555000000000004 -22791.499999999996 0.58060556429891952 -525.49999999999989 -7318.4999999999991 0.26835182245229944 0.0014500000000000001 0.39688425021409152 15133.500000000002 0.58977402027224091 -693.49999999999989 28613.250000000004 -4570.4999999999991 -3557.4999999999995 3.5000000000000004 -2495.4999999999995 0.12179401509664006 -9666.4999999999982 -617.49999999999989 -2665.4999999999995 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 8 8 2 8 2 10 2 10 10 10 10 2 10 8 2 2 2 10 2 8 8 8 10 8 8 2 left_child=1 -1 4 -4 5 -2 24 20 -9 11 -11 -10 13 14 15 16 -13 18 19 -17 21 22 -8 -24 -6 26 -26 29 -29 -27 right_child=2 -3 3 -5 6 -7 7 8 9 10 -12 12 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 23 -25 25 27 -28 28 -30 -31 leaf_value=0.037097051885170283 0.0070037513814688469 -0.061714826461005817 -0.065518166625523372 0.060933100696883728 -0.064049299099108212 -0.065901503603371644 0.042360252555783413 -0.079530034537551628 0.030560758468463955 -0.052135593815760044 0.029713788842628319 -0.090802599476386567 -0.077190639499326197 0.032602616085294821 -0.05898547607302345 -0.042533007437934284 0.031360919634971646 0.03278024576666419 -0.045445803543078631 0.03376555448895445 -0.074544763066635641 0.03116898898039884 0.03049673302841548 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0.00488319 -0.000917453 0.00314037 -0.00470815 0.00283413 -0.0355032 0.0100609 -0.00604921 0.0143951 -0.0335491 -0.0183363 -0.0361086 -0.0516715 0.001825 0.00206367 -0.0462616 0.00234826 -0.0367609 0.00266572 internal_weight=1170.21 9.61464 1160.59 5.65422 1154.94 9.81235 1145.13 161.345 135.115 131.951 16.0981 115.853 94.5044 89.7307 70.8553 62.2106 9.86696 52.3437 30.6267 20.1632 26.23 19.1309 14.0772 11.7474 983.782 980.231 5.73874 974.492 7.84663 966.645 internal_count=8000 193 7807 90 7717 116 7601 1288 969 915 282 633 542 483 413 294 70 224 163 79 319 209 185 170 6313 6221 80 6141 77 6064 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=31 num_cat=0 split_feature=671 32 10 72 57 24 33 13 10 32 243 162 11 51 1 633 7 12 8 48 163 13 36 118 7 7 9 11 12 243 split_gain=3.22426 3.53564 11.1759 7.50988 8.1014 7.2592 7.5808 5.73204 4.41621 4.26967 10.2782 7.59831 9.53382 5.77572 3.88002 9.03758 7.69742 10.162 8.69629 9.74325 8.44242 12.3952 14.4351 8.22414 7.76714 11.6119 8.02283 13.9274 7.32052 7.26737 threshold=8398.4850000000024 0.71932195091684759 -19416.499999999996 0.085700000000000012 0.011150000000000002 12.500000000000002 0.43561987392395524 -15.499999999999998 -12947.499999999998 0.70870886133701261 0.040327113259668507 1.0000000180025095e-35 -1125.4999999999998 0.46750000000000008 1.0000000180025095e-35 -405.49999999999994 37804.500000000007 -2348.4999999999995 838629.00000000012 0.0037000000000000006 1.0000000180025095e-35 -2208.4999999999995 0.98735000000000006 1.0000000180025095e-35 28127.250000000004 27002.250000000004 0.031042000000000004 -1006.4999999999999 -534.49999999999989 0.10816274890319917 decision_type=10 10 2 8 10 2 8 2 2 10 2 2 8 8 2 10 2 2 10 8 2 2 10 2 2 2 2 10 2 2 left_child=1 9 -3 -4 5 6 -5 -8 -6 13 -11 12 -12 -1 15 16 20 18 23 -20 24 22 -22 -18 25 26 -15 -28 -19 -16 right_child=-2 2 3 4 8 -7 7 -9 -10 10 11 -13 -14 14 29 -17 17 28 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.074466653075987557 0.03260724886140929 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2.4053207635879543 17.047511184355244 14.529288500547411 20.557418775744736 5.4216165374964467 4.7295270729809991 100.50232335645705 5.8783909901976577 8.6131454836577159 4.1473808502778402 6.7466368414461595 4.4520870726555577 leaf_count=38 30 243 123 31 104 162 117 1 43 70 76 19 52 931 4452 46 95 98 2 193 178 102 30 42 427 57 65 52 48 73 internal_value=-5.79633e-05 -0.000269611 -0.0130046 -0.00208747 0.00490462 -0.0165587 0.00357084 -0.0400349 0.0295156 0.000329549 0.0192895 0.0301533 0.0102484 -0.000179312 1.08744e-06 0.00374908 0.00441783 -0.0116167 -0.000923622 -0.0269458 0.00729617 -0.0141823 -0.0422578 0.0160027 0.010076 0.00465901 0.00663058 -0.0317716 -0.0490574 -0.00240678 internal_weight=1165.92 1158.42 52.0525 42.5946 38.3419 20.4806 14.054 5.83143 17.8612 1106.37 28.9174 25.5269 16.6578 1077.45 1074.84 420.423 416.953 63.4561 49.3591 19.4528 353.497 40.5083 19.9509 29.9063 312.989 212.487 206.608 12.7605 14.0969 654.415 internal_count=8000 7970 824 581 458 311 149 118 147 7146 217 147 128 6929 6891 2366 2320 478 332 195 1842 310 208 137 1532 1105 1048 117 146 4525 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=31 num_cat=0 split_feature=31 27 33 10 6 6 66 79 12 38 39 243 50 241 13 136 12 13 33 13 131 534 58 0 59 105 45 61 671 32 split_gain=3.24291 3.49609 13.4482 7.43253 13.4412 6.15617 5.07092 8.33571 9.86449 7.9042 7.39599 6.88838 6.23872 10.7033 5.44662 10.73 11.1653 8.22404 9.38941 7.31906 6.35215 6.15141 6.46979 5.77055 5.54218 6.46557 6.05723 6.62753 5.52953 5.72157 threshold=0.056106464723230109 1.0000000180025095e-35 0.32885910741650776 -11747.999999999998 519097.50000000006 627428.25000000012 0.090800000000000006 3.5000000000000004 -216.49999999999997 0.046500000000000007 inf 0.026536905352765105 0.98585000000000012 99816.750000000015 -5012.4999999999991 1.0000000180025095e-35 -1337.4999999999998 -4843.4999999999991 0.39019688424055093 -4780.9999999999991 1.0000000180025095e-35 3149.8875000000003 0.0078000000000000005 103515.50000000001 0.24195000000000003 3.5000000000000004 0.19245000000000004 0.14440000000000003 8398.4850000000024 0.24546903361927644 decision_type=8 2 10 2 2 2 10 10 2 10 8 2 8 2 2 2 2 2 8 2 2 10 8 2 10 10 10 10 10 8 left_child=-1 6 3 4 -3 -6 9 8 10 11 -8 -2 -11 -14 15 16 -13 18 23 20 -19 24 -23 -16 25 26 28 -28 29 -21 right_child=1 2 -4 -5 5 -7 7 -9 -10 12 -12 14 13 -15 17 -17 -18 19 -20 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.035754843896418517 -0.061309411041247187 -0.10773013077942049 -0.059992489346661154 0.030836499398982614 0.044486474846483416 -0.038353921709321344 -0.067531303408657928 0.023215346244652411 0.03617052070935687 0.027126413414821218 0.053375701748531804 -0.068763626753778631 -0.055418655077403178 0.029293734861498361 0.015042794793472081 0.06893446367250626 0.020773943699619473 -0.077400060179292379 0.035078700449164051 0.0078723720726793355 0.040122566349123222 0.059783514841192646 -0.068904108598264083 -0.087964559368238687 0.022743134257660471 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5.52873e-06 -0.0265535 -0.0413803 0.000505686 0.0241422 -0.000358877 -0.0520579 5.76674e-06 -0.0469908 -0.036314 0.000345279 -0.000301191 -5.62935e-05 -0.04337 0.000320911 -6.73201e-06 internal_weight=1161.54 1155.25 37.4465 25.8413 12.54 9.14227 1117.81 26.3207 18.8392 1091.49 15.3085 1029.66 61.8265 14.9971 1025.06 18.947 16.4004 1006.11 35.5024 970.609 6.79795 963.811 6.91283 5.43857 956.898 930.054 926.856 8.00199 918.854 912.344 internal_count=8000 7986 301 122 80 47 7685 277 240 7408 226 7050 358 147 6953 270 262 6683 203 6480 92 6388 108 40 6280 6137 6075 111 5964 5947 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=31 num_cat=0 split_feature=633 631 633 24 0 24 32 31 40 33 13 641 28 120 13 240 14 10 12 243 111 12 242 8 13 103 131 33 33 32 split_gain=3.08601 7.57414 3.13309 6.76975 4.92601 8.81271 8.88871 5.38201 4.95925 8.24251 4.21781 9.54927 8.64095 11.0448 7.69674 12.3847 11.1472 6.82116 12.5566 13.9522 7.49435 7.08591 6.70166 14.2906 9.64141 6.05958 5.64197 11.4054 9.53943 14.1319 threshold=-79.499999999999986 -157.49999999999997 -2120.9999999999995 10.500000000000002 111183.50000000001 9.5000000000000018 0.24546903361927644 0.20024914172550759 0.087950000000000014 0.31937944545855451 -823.49999999999989 122481.60750000003 1.0000000180025095e-35 1.0000000180025095e-35 -1029.4999999999998 0.20870835971204593 20.500000000000004 -21630.499999999996 -7493.4999999999991 0.072937562672581918 1.0000000180025095e-35 -3904.9999999999995 0.20027333333333333 1210500.0000000002 -420.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 0.44664389997845949 decision_type=10 10 8 2 2 2 10 8 8 8 2 8 2 2 2 2 10 2 2 2 2 2 2 8 2 10 2 10 8 8 left_child=1 2 3 -1 10 8 -7 -8 -6 -10 11 -4 13 17 25 -16 -17 -12 19 -19 22 -22 -20 24 -24 26 -13 28 29 -28 right_child=-2 -3 4 -5 5 6 7 -9 9 -11 12 14 -14 -15 15 16 -18 18 20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.044458472813692897 0.035849093242321189 -0.074562982232612651 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4.872722838073968 6.5826770439743996 3.8034587316215021 5.5236076768487736 5.029133014380931 11.274188960902393 7.385946284281089 18.19630655832589 4.6078841800335786 29.001421412453055 8.1908325687982124 leaf_count=43 24 46 100 88 6 24 8 200 14 49 19 5920 80 56 51 162 7 132 350 21 35 38 61 10 61 30 58 97 98 112 internal_value=-5.69374e-05 -0.000242629 -2.13053e-05 0.018446 -0.000390846 -0.0197314 -0.0404345 -0.0623394 0.0135377 -0.00703799 0.000175035 -0.00112882 0.00757246 0.00261657 -0.000751863 -0.0272957 -0.0550407 0.00508485 0.00228462 -0.0388399 0.00833147 -0.0320874 0.0125435 -0.011941 -0.0340781 3.2406e-05 -0.000341718 0.0144655 0.0207534 -0.00100038 internal_weight=1157.12 1151.16 1147.75 22.5164 1125.23 31.987 19.7171 13.8294 12.2698 8.64695 1093.24 929.424 163.819 138.098 924.311 26.5261 15.9843 134.014 126.235 16.1819 110.053 10.3861 99.6671 21.8269 16.7978 897.785 890.399 59.9964 55.3886 26.3871 internal_count=8000 7976 7930 131 7799 301 232 208 69 63 7498 6635 863 783 6535 220 169 727 708 153 555 73 482 132 122 6315 6285 365 268 170 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=31 num_cat=0 split_feature=238 10 39 143 243 159 88 76 31 13 11 158 10 259 242 0 33 35 27 12 81 10 189 0 50 143 32 243 64 10 split_gain=3.11925 3.38599 7.4908 6.80764 8.18572 6.07445 13.3204 5.22018 4.76889 10.661 6.35181 5.95254 4.6996 5.93373 4.61774 6.49009 6.36692 5.12179 4.67557 12.2766 6.23393 6.00805 5.89186 5.19007 13.6717 13.4905 8.38727 11.3656 9.21723 9.13864 threshold=1.0000000180025095e-35 -9870.4999999999982 0.094600000000000017 1.0000000180025095e-35 0.079258953425916767 1.0000000180025095e-35 1.0000000180025095e-35 0.054850000000000003 0.21830832302890071 -1349.4999999999998 -1321.4999999999998 1.0000000180025095e-35 -9920.4999999999982 292463.03571428574 0.049040028490028455 103363.50000000001 0.22071492560243802 0.022750000000000003 1.0000000180025095e-35 -1767.4999999999998 -2370.4999999999995 -10357.999999999998 1.0000000180025095e-35 102549.00000000001 0.97395000000000009 1.0000000180025095e-35 0.48341594150388195 0.038292490886998758 0.98635000000000017 -13156.999999999998 decision_type=2 2 10 2 2 2 2 8 10 2 10 2 2 8 2 2 10 8 2 2 2 2 2 2 8 2 8 2 10 2 left_child=1 12 3 5 -5 8 7 -7 11 10 -10 -3 13 -1 15 -15 -17 -18 22 20 -20 -22 23 24 -16 26 -26 -28 29 -29 right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 14 18 16 17 -19 19 -21 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.074539389295794373 0.026240247092101363 0.016798593053696263 -0.074938327899720311 -0.090909018821371146 0.0075580269789798094 -0.0090334236862241492 0.047141418541263774 -0.10077625181580691 0.048598307359101138 -0.083451650257036769 -0.034345309507234273 -0.035486000260791434 0.037250693659556897 0.04474253463365864 -0.075222403144767885 0.029255318262246095 0.044021005895604932 -0.067428612096245885 0.039761089345885348 0.020975258515340017 -0.065911634089208151 0.013170551216688539 0.046290178671969912 0.0019030864564028355 0.008790856840941063 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0.000372085 0.0211165 -0.00514341 -0.0425035 -0.000163018 -0.0191315 -0.0434418 -0.0529991 0.000444795 0.000117738 -0.0073331 -0.00466288 -0.00194377 -0.0131394 -0.00493364 0.000255292 internal_weight=1152.85 1141.68 90.4133 86.2299 8.61302 77.6169 10.7376 7.44813 66.8793 13.9537 9.25184 52.9255 1051.27 1042.64 1039.99 26.1521 12.3857 5.93726 1013.84 31.4782 19.5987 17.5794 982.364 975.406 188.545 181.41 174.471 85.4019 71.0272 65.5842 internal_count=8000 7946 533 471 76 395 73 65 322 107 48 215 7413 7383 7345 142 106 87 7203 274 220 203 6929 6900 1490 1375 1257 833 583 474 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=31 num_cat=0 split_feature=31 198 28 76 9 12 11 77 31 59 10 12 8 139 12 105 12 31 241 50 108 66 8 31 239 14 116 0 47 49 split_gain=3.07288 3.08434 9.21977 7.64058 7.13969 7.85346 4.49085 5.62043 4.01931 13.8722 10.931 8.60808 8.21636 7.08815 7.66857 7.59037 6.56117 7.9641 5.83727 6.01255 8.65751 7.67766 7.18397 5.07303 5.73463 5.76393 4.66743 4.92896 4.20803 6.88843 threshold=0.056106464723230109 1.0000000180025095e-35 1.0000000180025095e-35 0.039750000000000008 0.017320500000000003 -4775.4999999999991 -853.49999999999989 1.5000000000000002 0.50328112624234611 0.02775 -17548.999999999996 -739.49999999999989 1.0000000180025095e-35 1.0000000180025095e-35 -8961.4999999999982 1.0000000180025095e-35 -9470.4999999999982 0.80276112126383448 33975.000000000007 0.98485000000000011 1.0000000180025095e-35 0.056250000000000008 456750.00000000006 0.49204903429409219 0.0092260502063349018 6.5000000000000009 1.0000000180025095e-35 102747.00000000001 0.0044500000000000008 0.051550000000000006 decision_type=8 2 2 8 2 2 8 10 10 10 2 2 10 2 2 10 2 10 2 10 2 8 8 10 8 8 2 2 8 10 left_child=-1 8 3 -3 -5 -6 7 -7 23 10 13 12 -12 14 16 26 17 -10 -11 20 -20 -21 -23 24 25 -2 27 -16 29 -22 right_child=1 2 -4 4 5 6 -8 -9 9 18 11 -13 -14 -15 15 -17 -18 -19 19 21 28 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.035098226810099289 0.036262876747710608 0.025890511247066123 0.036473669405577634 -0.075092857863944068 -0.073557405075974247 -0.0747268011268305 0.026841892298297615 0.017155219299411575 -0.060703340540567877 -0.066009965526212008 0.058369078174897962 0.0013025782530514125 -0.068699877406558585 0.096201190718923441 0.03323420345422326 0.024437001654269253 0.072007895147299619 0.045138391146848943 -0.06849856535376006 -0.065955650810204089 0.033908940909663662 0.027585985293439225 -0.037869650060598462 0.03521013552539061 0.0013598747352114803 -0.070770320967465675 -0.067133196547326954 -0.067833844025179474 0.032587782703078841 -0.02956793966672714 leaf_weight=6.1830851584672919 1.6637338418513525 6.0252936389297238 7.4566619684919706 8.2702063266187924 4.9435568824410465 3.4130021221935749 7.3066773535683733 3.2485171286389232 3.4893947041127831 2.6991043151356271 1.3503572791814864 7.1702041188254944 21.967499442864209 1.6434651482850302 2.9728047624230394 4.9522671117447308 4.2024671128019708 3.62232531234622 2.7529887773562214 5.214911813382062 8.565331495599823 11.159026467241349 6.7140244003385297 10.980767626315354 941.24018623982556 5.1556153735145926 9.799951964057982 2.0301481569185853 34.387508634943515 8.530534874647854 leaf_count=14 8 41 29 149 91 63 28 21 79 57 3 58 445 2 16 39 9 21 54 121 54 76 112 53 5723 73 186 40 218 117 internal_value=-5.52608e-05 -0.000245436 -0.0137687 -0.0250505 -0.0363424 -0.0193966 -0.00022828 -0.0299202 0.000253452 -0.00755946 -0.0250693 -0.0466086 -0.0613412 -0.00499484 -0.0103478 -0.0291467 0.0224761 -0.00679329 0.00626944 0.00879245 0.0178892 -0.012577 0.00299753 0.00142024 0.00102888 -0.0446572 -0.0470729 -0.0077782 0.0225087 0.0022351 internal_weight=1149.11 1142.93 40.6639 33.2073 27.182 18.9118 13.9682 6.66152 1102.26 143.224 63.2009 30.4881 23.3179 32.7128 31.0694 19.7552 11.3142 7.11172 80.0234 77.3243 54.2364 23.088 17.8731 959.04 948.06 6.81935 14.8029 5.00295 51.4834 17.0959 internal_count=8000 7986 422 393 352 203 112 84 7564 1707 898 506 448 392 390 281 109 100 809 752 443 309 188 5857 5804 81 242 56 389 171 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=31 num_cat=0 split_feature=199 33 641 613 239 32 633 633 0 24 32 40 33 78 10 9 6 61 49 0 0 5 32 32 24 5 9 8 31 14 split_gain=3.02378 7.34416 3.38168 3.58222 7.37545 5.42036 5.15549 4.00986 4.79061 9.17294 9.66624 4.37696 8.24654 4.32383 8.80487 9.28038 8.07334 5.46065 6.41659 8.70984 11.3094 7.31416 6.96261 8.65272 10.5423 8.85934 14.0501 5.25605 7.68164 5.09045 threshold=1.0000000180025095e-35 0.15147104206873863 240339.66750000004 1.0000000180025095e-35 0.11219433741880906 0.62039098924182789 -79.499999999999986 -2120.9999999999995 111183.50000000001 9.5000000000000018 0.24546903361927644 0.087950000000000014 0.31937944545855451 1.0000000180025095e-35 -19776.499999999996 0.027527500000000003 573786.00000000012 0.0042500000000000012 0.048650000000000006 101564.50000000001 100415.50000000001 97875.000000000015 0.57579659482178502 0.46652901169484512 15.500000000000002 102375.00000000001 0.025778000000000002 519750.00000000006 0.78037963813571698 3.5000000000000004 decision_type=2 8 10 8 8 10 10 8 2 2 10 8 8 8 2 2 2 8 10 2 2 2 10 8 2 2 2 8 10 10 left_child=2 -2 3 4 5 -1 7 -5 13 11 -11 -10 -13 -9 15 16 -15 -16 19 20 -19 -20 23 25 -25 26 -21 -18 -29 -27 right_child=1 -3 -4 6 -6 -7 -8 8 9 10 -12 12 -14 14 17 -17 27 18 21 22 -22 -23 -24 24 -26 29 -28 28 -30 -31 leaf_value=-0.044412218118225828 0.048671623878322738 -0.082891442607793506 0.040471758722823881 0.02344005982774313 -0.064696724380015821 0.030484511765253953 0.050502752345694624 -0.0011421240067032007 0.060932187872109904 0.011075670894033423 -0.067287801179278836 0.040861821600762717 -0.058317610628723329 -0.080162126773265285 0.029497271346520346 0.013690166897148316 0.052733892855827469 0.037158059228457503 0.01996213099148883 -0.10362999862860611 -0.11202414243364311 -0.082615912675724101 0.030466459780485029 -0.072482215543646422 0.048428366636883942 0.03448922120877549 0.037457914704378328 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0.0105323 -0.0517869 -0.0388338 0.0144249 0.00158144 -0.0412745 0.0123392 -0.0379823 -0.00927982 -0.0340501 0.0240745 internal_weight=1145.06 4.80638 1140.25 1135.09 16.9264 10.425 1118.16 1113.08 1095.06 30.0868 18.1562 11.9305 8.41882 1064.97 163.415 29.5678 16.1282 133.847 96.8662 89.7629 5.27707 7.1033 84.4858 46.92 9.41467 37.5054 7.09248 8.55425 6.11266 30.4129 internal_count=8000 58 7942 7924 186 64 7738 7725 7633 292 223 69 63 7341 879 239 167 640 487 421 46 66 375 223 77 146 45 70 65 101 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=31 num_cat=0 split_feature=42 31 56 0 59 45 111 105 46 81 159 240 9 240 9 24 107 243 13 613 13 240 24 146 19 118 54 33 107 243 split_gain=2.99222 6.75406 8.11194 4.8011 4.56052 8.45723 6.45571 6.42788 5.16826 5.87881 7.33171 5.08449 10.3612 4.77668 4.73746 14.443 14.6574 7.95322 13.4597 7.8092 7.88107 7.85591 7.69628 8.62442 6.82786 5.86935 5.78156 5.52943 11.0271 14.8562 threshold=0.38020000000000004 0.51737761058696285 0.72915000000000008 100870.50000000001 0.24195000000000003 0.19575000000000004 1.0000000180025095e-35 3.5000000000000004 0.014750000000000001 -982.49999999999989 1.0000000180025095e-35 0.19092581756208668 0.020479500000000001 0.30943444332200448 0.031042000000000004 15.500000000000002 2.5000000000000004 0.049002083121633962 -1606.4999999999998 1.0000000180025095e-35 -2070.4999999999995 0.22865912000936858 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.15515000000000004 0.67935325526409696 1.0000000180025095e-35 0.048268442702485058 decision_type=10 8 10 2 10 10 2 10 10 2 2 2 2 2 2 2 8 2 2 10 2 2 2 2 2 2 8 8 10 2 left_child=4 -2 3 -3 5 7 -7 8 14 10 -10 -6 -13 -14 22 16 19 -18 -19 20 -16 -22 27 24 25 26 -24 -1 -29 -30 right_child=1 2 -4 -5 11 6 -8 -9 9 -11 -12 12 13 -15 15 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.0046547396323219819 0.013798248091561868 0.014965761540253667 0.052227596449748739 -0.067679855783928905 0.034219667218879188 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3.5523181848693701 4.3227139888331285 7.2513979254290453 4.6958364001475266 17.837753087747842 206.25333549245261 29.547540431609377 61.56704209302552 leaf_count=3312 61 20 7 221 78 128 18 74 56 91 8 89 38 84 369 235 155 144 51 31 37 80 80 20 135 81 138 1161 449 549 internal_value=-5.39331e-05 -0.0171123 -0.0388399 -0.0539237 0.000330234 -0.000335199 -0.0487391 7.3043e-05 0.000292908 0.0213461 -0.0250282 0.0156781 0.00090015 0.0195849 -0.000287359 -0.0101022 -0.0207656 -0.00150601 -0.0250547 -0.0440806 -0.0528738 -0.0214675 0.000885033 -0.0212504 -0.0298665 -0.0179361 -0.00682355 0.00183041 -0.00372023 -0.0182066 internal_weight=1141.5 25.1412 14.7636 12.6657 1116.36 1069.97 8.94868 1061.02 1057.64 28.3688 5.5073 46.3903 25.8152 19.1516 1029.27 109.829 81.6044 44.6888 19.8937 36.9156 32.2069 12.3287 919.444 37.66 33.3373 26.0859 21.3901 881.784 297.368 91.1146 internal_count=8000 309 248 241 7691 7402 146 7256 7182 155 64 289 211 122 7027 1102 867 350 195 517 486 117 5925 454 434 299 218 5471 2159 998 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=31 num_cat=0 split_feature=31 573 7 0 126 169 57 0 71 11 8 24 242 48 81 7 24 0 33 7 7 9 8 24 627 135 143 81 242 48 split_gain=2.94745 2.95114 3.1108 11.146 15.566 14.5468 12.4351 11.065 10.8534 18.0455 15.2694 15.0747 11.3113 9.53122 9.35179 12.288 9.3016 8.50336 8.90334 9.76884 9.69896 8.38772 8.37444 13.0307 10.9416 8.90372 8.13997 7.94352 9.23357 7.94185 threshold=0.056106464723230109 0.92983976905486043 28127.250000000004 104195.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.0081500000000000027 102496.50000000001 0.019450000000000005 -4384.4999999999991 794250.00000000012 16.500000000000004 0.056304166666666655 0.015250000000000001 -1480.4999999999998 22020.750000000004 11.500000000000002 106524.50000000001 0.11392442368259932 21152.250000000004 23294.250000000004 0.018717500000000001 474750.00000000006 13.500000000000002 9598.7025000000012 1.0000000180025095e-35 1.0000000180025095e-35 -2085.4999999999995 0.27839166666666665 0.084550000000000014 decision_type=8 8 2 2 2 2 8 2 8 10 10 2 2 8 2 2 2 2 8 2 2 2 10 2 10 2 2 2 2 8 left_child=-1 -2 3 4 5 7 -5 14 16 10 12 13 -10 -11 15 -3 -8 -14 -19 -20 -21 -17 24 25 29 -24 -16 -9 -29 -15 right_child=1 2 -4 6 -6 -7 8 27 9 11 -12 -13 17 22 26 21 -18 18 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.034578725017305932 0.046145139598050111 -0.070111177985148404 0.0028742372827355576 -0.059001448406963641 -0.084690249053127983 -0.084124369317531422 0.046226674167921887 0.04978512441860241 0.02196382516756603 -0.075741443829362792 0.048671806218107912 -0.062877338645476066 -0.07076263629119886 0.022750498957070996 0.0073190543391574645 0.038646741101644358 -0.029897255060171969 0.046053402459419572 -0.060719315450367232 0.020267215717046226 -0.047102380741764364 -0.052539413477351429 0.015320892250618235 0.014671403772391015 -0.08172756191331304 -0.072347450174514535 -0.05882041517383714 0.017100599390551481 -0.056426066577103633 0.00034957147488365694 leaf_weight=6.1099507175385943 3.4182864613831043 10.572175964480268 444.09248013328761 11.445640284102408 4.7002714225091031 4.2968114642426363 16.742705605924133 18.187998783774674 7.630736638326197 4.154401618987321 5.7961409981362513 10.029678759863598 18.787479212507606 48.822800729423761 104.73382230009884 6.945602984633295 5.2778603322803965 3.4768154323101035 21.74178874399513 10.781195718795063 10.590164523571728 3.9595808051526546 3.705371696501973 12.12457775371149 3.7238390920683733 13.261931562330576 4.8682505888864389 103.36625736346468 4.4539078632369629 208.69993992103264 leaf_count=14 12 170 3189 172 57 57 55 73 49 55 21 165 252 235 617 35 48 6 327 60 133 56 18 70 45 185 61 549 50 1164 internal_value=-5.53598e-05 -0.000242563 -0.000383265 -0.0025017 0.0054931 0.0071148 -0.00760566 0.00863971 -0.00615441 -0.00811538 -0.0294411 -0.0025967 -0.0356425 -0.000543697 -0.00153065 -0.0317002 0.0279814 -0.0423662 -0.0309153 -0.0371224 -0.0131165 0.00553781 0.000532295 -0.0249146 0.00336601 -0.0532022 0.0043813 0.0192194 0.0140633 0.00459648 internal_weight=1136.5 1130.39 1126.97 682.878 266.085 261.384 416.793 257.088 405.347 383.327 78.8043 304.523 73.0082 294.493 131.079 21.4774 22.0206 65.3774 46.59 43.1131 21.3714 10.9052 290.338 29.0919 261.247 16.9673 109.602 126.008 107.82 257.523 internal_count=8000 7986 7974 4785 1725 1668 3060 1611 2888 2785 848 1937 827 1772 939 261 103 778 526 520 193 91 1717 273 1444 203 678 672 599 1399 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=31 num_cat=0 split_feature=196 14 33 11 78 678 625 240 32 243 80 627 0 32 7 8 242 143 44 9 0 126 11 32 49 0 43 35 241 24 split_gain=2.81923 2.89689 7.67539 13.9271 7.66032 5.70779 5.39105 5.37202 4.28138 11.8485 3.96735 4.51226 5.5428 5.5466 4.03458 13.2331 11.9541 7.28516 10.806 9.68152 10.8506 7.95503 8.20977 11.5109 10.8335 10.3111 26.8388 10.9068 10.1259 9.99464 threshold=1.0000000180025095e-35 20.500000000000004 0.63887554781794043 -458.49999999999994 2.5000000000000004 1.0000000180025095e-35 2836.5300000000002 0.97395370752557964 0.26535864083007171 0.048398019801980205 1.5000000000000002 4180.5225000000009 105629.50000000001 0.62856487531100846 21874.500000000004 508700.25000000006 0.30436666666666673 1.0000000180025095e-35 0.075000000000000025 0.031042000000000004 105161.50000000001 1.0000000180025095e-35 -3986.9999999999995 0.57274655935879315 0.14545000000000002 104156.00000000001 0.047950000000000007 0.0026000000000000003 26280.000000000004 16.500000000000004 decision_type=2 10 8 8 8 8 8 2 10 2 10 8 2 10 2 10 2 2 10 2 2 2 10 10 10 2 8 10 2 2 left_child=1 4 8 -4 5 -1 7 -7 -3 -10 11 12 13 -8 15 16 17 19 -19 21 -21 22 23 25 -25 27 -27 -13 -28 -24 right_child=-2 2 3 -5 -6 6 10 -9 9 -11 -12 14 -14 -15 -16 -17 -18 18 -20 20 -22 -23 29 24 -26 26 28 -29 -30 -31 leaf_value=-0.071322653246314954 -0.042468525432189923 0.046582688038242337 -0.072976038818704389 0.026724883460872317 -0.07049248831615372 -0.070839110659985979 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3.759603730402886 13.260756759904323 2.425124745815995 5.0951911639422169 17.817625586409122 6.4744172501377752 leaf_count=53 64 24 100 33 60 87 27 6 66 76 94 98 37 15 4351 128 70 208 26 139 181 63 1245 315 27 52 8 56 197 94 internal_value=-5.61972e-05 9.0698e-05 0.0116011 -0.0199577 -0.000467401 -0.000213053 -2.5749e-05 -0.0461615 0.0232637 0.0112059 0.000247643 -0.000202738 0.0262252 -0.0218426 -0.000613301 -0.00453217 -0.00328421 -0.00228321 -0.0297707 -0.000573737 -0.0299298 0.00168573 0.0027421 -0.0107697 -0.0426663 -3.09912e-05 -0.0189856 0.0216062 -0.0552062 0.00731045 internal_weight=1131.28 1127.38 52.1345 14.0676 1075.24 1071.35 1068.54 6.29465 38.0668 25.0922 1062.24 1039.66 15.9042 4.35509 1023.75 400.098 392.701 387.598 22.6937 364.904 26.0786 338.825 332.504 84.0143 21.1611 62.8532 33.5035 29.3497 20.2428 248.49 internal_count=8000 7936 299 133 7637 7577 7524 93 166 142 7431 7337 79 42 7258 2907 2779 2709 234 2475 320 2155 2092 753 342 411 257 154 205 1339 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=31 num_cat=0 split_feature=203 78 242 9 243 33 164 241 243 8 243 32 11 33 7 242 76 13 148 243 12 44 9 81 7 8 28 13 9 33 split_gain=2.77571 2.86509 6.6877 11.4103 8.44403 7.19068 6.32755 8.0635 7.72873 4.72818 4.87938 6.93919 7.54173 4.50621 4.43156 4.35812 8.45921 4.78598 7.61029 12.6035 5.16007 4.51259 8.57699 6.61498 4.0631 10.7267 14.7219 9.07563 8.87576 8.65648 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 0.029339801091616002 0.37825236717528976 1.0000000180025095e-35 59812.500000000007 0.077658826630684422 915750.00000000012 0.06189217885145306 0.65658397972684035 -1523.4999999999998 0.16097600531655851 32847.750000000007 0.17002857142857145 0.079950000000000007 -4040.4999999999995 1.0000000180025095e-35 0.058236782769644911 -8749.9999999999982 0.050200000000000009 0.027527500000000003 -347.49999999999994 28127.250000000004 546750.00000000012 1.0000000180025095e-35 -4528.4999999999991 0.0051140000000000014 0.22571712891307491 decision_type=2 8 2 2 2 10 2 2 2 8 2 8 10 10 2 2 10 2 2 2 2 10 2 2 2 10 2 2 2 10 left_child=1 24 9 4 -4 6 7 -6 -9 10 15 12 -12 -14 -11 16 17 18 19 -3 -19 22 23 -17 25 28 27 -27 29 -1 right_child=-2 2 3 -5 5 -7 -8 8 -10 14 11 -13 13 -15 -16 21 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0050062078162489872 0.027074232996108644 -0.074294790559422993 0.044756177036735505 -0.083053651706669826 0.009163672106124782 -0.055337230076409998 0.045893111879079421 -0.10227051616851364 0.0073438303679169859 0.03020206784165292 -0.079537374247741488 0.031545548382039705 0.023068066383297052 -0.04545750767606526 -0.073649665907373721 -0.071933806112806739 -0.048137380855368936 -0.046958601724838345 0.042906310044350096 0.056550285004976976 0.028768170920423754 0.060125953270173615 0.050093059735805523 0.033499799239515883 0.002653588258566323 0.0055030755361971453 0.035964410794358706 -0.052246867107959311 -0.00066606759796504662 -0.071555240999163855 leaf_weight=10.903944560326638 9.3490801919251663 6.2692536097019893 7.8523985142819575 4.8387746531516305 13.151763994246727 7.6751381554640821 5.7756639160215846 4.0047089233994475 2.6871241554617882 1.5650714188814152 4.6593077678699055 7.743333430029451 6.3617305234074593 3.851560590788722 2.9891775539144874 3.5135660348460069 5.3306696470826855 2.367298085242509 4.6815655082464209 2.6052147075533867 45.228063898161054 11.326308955438433 8.6823479039594513 2.5801460575312412 381.37321562389843 8.7590084364637715 7.7740681474097064 30.467935605207458 503.00005951500498 8.8546102223917824 leaf_count=59 36 83 30 63 47 110 12 36 11 7 62 35 19 33 46 39 67 22 16 4 161 15 20 10 2819 84 39 429 3438 148 internal_value=-5.65486e-05 -0.000283654 0.00578293 -0.0104251 -0.00188413 -0.0128841 -0.000165821 -0.0135717 -0.0582546 0.0120068 0.0139822 -0.00683814 -0.0268224 -0.00277379 -0.0379609 0.019068 0.0122707 0.0175366 -0.00867352 -0.0358835 0.0250017 0.0363806 0.0181791 -0.027292 -0.00134079 -0.00401446 -0.0268944 -0.0393518 -0.00195733 -0.0348295 internal_weight=1126.22 1116.87 165.74 45.9856 41.1468 33.2944 25.6193 19.8436 6.69183 119.755 115.2 22.6159 14.8726 10.2133 4.55425 92.5844 66.4821 61.1514 13.556 8.87447 47.5954 26.1024 14.7761 6.09371 951.133 569.76 47.001 39.2269 522.759 19.7586 internal_count=8000 7964 948 309 246 216 106 94 47 639 586 149 114 52 53 437 353 286 103 87 183 84 69 49 7016 4197 552 513 3645 207 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=31 num_cat=0 split_feature=45 34 59 31 10 73 31 76 24 76 34 59 9 40 31 198 24 151 31 11 31 12 7 10 31 61 10 50 0 7 split_gain=2.76278 7.53143 3.16522 5.94313 5.54225 4.843 10.9995 5.05996 7.4244 6.27944 6.55576 7.38138 10.2092 10.1689 6.31106 5.61022 8.52681 8.77893 7.86151 6.14937 5.58 5.25128 5.13753 4.73399 4.686 12.4823 11.2618 7.59942 7.47334 7.0429 threshold=0.0020500000000000002 0.0079500000000000022 0.008550000000000002 0.81337620985881209 -10357.999999999998 0.011850000000000001 0.56787961219018612 0.014350000000000002 9.5000000000000018 0.019150000000000004 0.021100000000000004 0.040150000000000005 0.0027875000000000005 0.15225000000000002 0.17333906334237648 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 0.31827674705101033 -1089.4999999999998 0.60936904618962984 -12884.999999999998 5555.2500000000009 -10064.999999999998 0.50328112624234611 1.0000000180025095e-35 -16288.999999999998 0.98435000000000017 108178.50000000001 15450.750000000002 decision_type=8 8 8 8 2 8 10 8 2 8 8 8 2 10 8 2 2 2 8 10 10 2 2 2 10 10 2 8 2 2 left_child=-1 -2 3 4 -3 6 -4 8 -7 23 -11 12 -12 14 -14 21 17 18 -17 -18 -16 22 -13 -9 -23 26 -26 -27 -28 -30 right_child=1 2 5 -5 -6 7 -8 9 -10 10 11 15 13 -15 20 16 19 -19 -20 -21 -22 24 -24 -25 25 27 28 -29 29 -31 leaf_value=0.037122338046465531 -0.058379635926312991 -0.074673576457829002 -0.074400623271010727 0.029128507418574492 0.038146057171004437 -0.04579645094363588 0.034460716506741235 -0.076271691066194511 0.032882440939784048 0.041078383038078738 0.043415867132599581 0.061650361716476879 0.020703732180000441 0.026503599953785123 -0.0732057033738608 -0.0005791761723622429 -0.04077884956620146 0.026595473974286507 -0.075330348072740569 0.03993949599576653 -0.0025662637006024602 0.0024326271730484381 -0.061888098165693767 0.021100336388354339 -0.0053639573684863941 0.027145710536805191 -0.065089053512758108 -0.021256641938263737 0.03762192814155154 -0.043651826300603519 leaf_weight=4.9751650672405949 5.5388511698693028 2.9656964661553502 6.3961036358959955 20.588168111164123 1.7198476269841219 3.4756926074624088 3.6415202198550105 4.645579251460731 21.83302977704443 9.5101609481498581 4.7515282542444757 0.98879551887512107 2.7028340697288575 5.2576229204423717 15.988569171167912 4.8990579769015374 3.3967147073708475 4.162994183599948 12.470753587782381 7.7273377426899952 3.38803363777697 844.44506655773148 5.6521331833209842 1.7068699412047852 49.425226248102263 30.141293164109811 17.560495197074491 11.094236682169138 4.2767002570908499 7.0757213048636913 leaf_count=24 76 52 89 89 7 35 21 68 113 35 15 1 9 30 250 29 61 20 229 31 50 5040 158 8 567 210 348 183 27 125 internal_value=-5.47133e-05 -0.000220238 6.94819e-05 0.0175617 -0.0332627 -0.000337372 -0.0349071 -1.50552e-05 0.0220773 -0.000546918 -0.000245615 -0.000625174 -0.0242314 -0.0359894 -0.0508704 0.000129814 -0.0202541 -0.0386177 -0.0542472 0.0152923 -0.0608543 0.000815609 -0.0434939 -0.0501083 0.00112085 -0.0081431 -0.0198636 0.0141233 -0.0446502 -0.0130343 internal_weight=1122.4 1117.43 1111.89 25.2737 4.68554 1086.61 10.0376 1076.58 25.3087 1051.27 1044.92 1035.41 32.0886 27.3371 22.0794 1003.32 32.6569 21.5328 17.3698 11.1241 19.3766 970.66 6.64093 6.35245 964.019 119.574 78.3381 41.2355 28.9129 11.3524 internal_count=8000 7976 7900 148 59 7752 110 7642 148 7494 7418 7383 354 339 309 7029 370 278 258 92 300 6659 159 76 6500 1460 1067 393 500 152 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=31 num_cat=0 split_feature=10 39 143 243 88 159 76 31 12 241 107 24 128 8 6 243 14 234 81 49 5 13 8 8 33 123 10 40 31 31 split_gain=2.73886 6.81235 5.72795 7.47279 5.01374 10.1503 8.95608 7.39531 8.18838 4.76292 10.576 6.66548 6.68033 4.10169 9.66532 9.80159 9.37751 11.9225 13.1087 11.4808 10.3645 9.59334 9.48601 13.2532 11.4333 16.2133 13.5634 14.1112 12.0015 11.4517 threshold=-9870.4999999999982 0.094600000000000017 1.0000000180025095e-35 0.079258953425916767 1.0000000180025095e-35 1.0000000180025095e-35 0.048650000000000006 0.21830832302890071 -1874.4999999999998 59812.500000000007 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 452250.00000000006 506277.00000000006 0.042611521999410207 2.5000000000000004 1.0000000180025095e-35 -458.49999999999994 0.31250000000000006 317250.00000000006 -1937.4999999999998 1347750.0000000002 992250.00000000012 0.20383736949840062 1.0000000180025095e-35 -19236.499999999996 0.13980000000000001 0.42288731289378884 0.65151846939353464 decision_type=2 10 2 2 2 2 8 10 2 2 10 2 2 10 2 2 10 2 2 10 2 2 10 10 10 2 2 8 10 8 left_child=13 2 4 -4 5 7 -7 9 -9 -2 11 -11 -13 14 -1 -16 17 20 19 -19 21 22 23 24 25 -15 27 -26 -28 -29 right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12 12 -14 16 15 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 28 29 -30 -31 leaf_value=0.00069830117987976063 0.027076285023455507 -0.073071379079378829 -0.086665331448234531 0.0085517415734049414 0.02869663202262128 0.019609583949747489 -0.095403284956128709 -0.082361068895360948 0.00479888128699172 0.027415499227328662 -0.06787574772762027 0.018143303600462634 -0.097775875900048395 -0.00032904075714197955 -0.053232070040533541 0.022411279243715373 -0.014790803956328494 -0.057873166655576194 0.0041399501494234544 0.03222953503492481 -0.063624240030489942 0.019732054077816093 0.035013471816761559 -0.055906067405738613 0.021847463785814904 -0.068478546272094751 0.026592976961942866 0.031018126728365705 -0.034428144425116124 -0.068565631182274586 leaf_weight=483.8249452158343 20.823593106120825 3.9002312775701276 4.6868598666042072 3.6773656941950321 11.839319040998815 2.4529892634600392 5.4607029585167766 5.1346843857318163 5.6705365227535349 15.495627634227281 5.320452786050736 2.5160525538958609 2.4561683628708115 26.507763967849314 4.5100425956770769 84.873508086428046 121.06936389370821 23.338040506467227 28.557879185536876 4.1665748031809917 5.2913663191720834 96.239742957288399 17.541361492825672 11.305644686333833 11.994533291785048 13.0112805403769 69.577024945989251 3.624260529875758 9.1131508685648424 14.190106760244815 leaf_count=3298 64 62 60 16 40 12 54 69 29 45 45 14 27 143 61 297 1237 385 201 19 125 471 100 164 97 115 311 18 174 247 internal_value=-5.51649e-05 -0.00844783 -0.0055011 -0.0448028 -0.00124132 -0.0066667 -0.059753 0.000650082 -0.0366199 0.00928973 -0.0050726 0.0112526 -0.0391182 0.000674463 0.00348896 0.0185945 -0.00286713 0.00144908 -0.0195876 -0.0442238 0.00568538 0.00702824 0.000115567 -0.00372665 0.000258819 -0.0227666 0.00864547 -0.0200774 0.0195261 -0.0483057 internal_weight=1118.17 89.4346 85.5344 8.36423 77.1701 65.3308 7.91369 57.4171 10.8052 46.6119 25.7883 20.4678 4.97222 1028.74 573.208 89.3836 455.528 334.459 56.0625 27.5046 278.396 273.105 176.865 159.324 148.018 39.519 108.499 29.8089 78.6902 17.8144 internal_count=8000 537 475 76 399 359 66 293 98 195 131 86 41 7463 3656 358 3807 2570 605 404 1965 1840 1369 1269 1105 258 847 362 485 265 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=31 num_cat=0 split_feature=42 240 32 13 11 3 12 196 34 47 62 0 13 107 49 8 37 34 10 160 5 242 32 241 243 0 130 5 24 243 split_gain=2.7779 3.68621 3.13941 5.29318 10.3928 6.98879 4.4434 4.3756 4.10153 6.45307 4.19216 5.92443 7.29549 8.1351 6.3042 5.79309 5.42007 4.84882 4.88523 4.71839 10.6275 12.6229 10.5083 15.89 9.98988 9.69309 7.17194 9.48858 6.82743 14.8076 threshold=1.0000000180025095e-35 0.21658280940586913 0.093418472625969654 -2715.9999999999995 -2573.4999999999995 1.0000000180025095e-35 -6789.9999999999991 1.0000000180025095e-35 0.0079500000000000022 0.0021500000000000004 0.024450000000000003 108904.50000000001 -4010.4999999999995 4.5000000000000009 0.022400000000000003 686250.00000000012 0.43900000000000006 0.028100000000000003 -10064.999999999998 1.0000000180025095e-35 358312.50000000006 0.11765045248868776 0.45524424799466656 41751.000000000007 0.080961709373712359 111137.50000000001 1.0000000180025095e-35 120588.75000000001 11.500000000000002 0.079002303736696963 decision_type=8 2 10 2 10 2 2 2 8 10 8 2 2 8 8 10 8 8 2 2 2 2 10 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 -6 -2 8 9 -4 11 12 16 -14 15 -13 -10 18 -12 -19 21 24 28 26 -21 -25 -24 -28 -23 -30 right_child=2 -3 7 -5 5 -7 -8 -9 10 -11 17 14 13 -15 -16 -17 -18 19 -20 20 -22 22 23 25 -26 -27 27 -29 29 -31 leaf_value=0.050902879201097664 -0.031142714248316133 -0.011557163879240093 -0.071916111864168963 0.020715733831972755 -0.089331565385623257 -0.0025508881491264849 0.026327310293760394 -0.063538841423024781 0.052547379525588959 0.048079471784550104 -0.075602332947580064 -0.070490509939962073 0.022810737999859842 -0.053179421200417645 0.051337611024226987 0.044324234033640962 -0.066036442851926822 8.6133532806915284e-05 0.027711202187884101 -0.078216074742278013 0.045961516400116441 0.02463445132136885 0.062314568530666928 -0.063161080853494492 0.020075273530603076 0.025457600155716711 -0.067689107787069214 0.056955659131781668 -0.07883970760763194 0.043948074480182842 leaf_weight=6.0011155586689693 4.3011112082749632 3.8955977824516594 4.503974935039877 43.806249545887113 5.1395915453322214 4.229074589908123 15.42637772485614 2.7894259644672266 1.1625502780079831 1.4914099890738723 4.1588503308594227 2.3528172299265888 24.516680794768039 4.1128293331712475 14.556581130251287 2.0610248185694218 5.6305165188387036 866.23797144810669 1.5785197615623463 12.222641226369886 7.3870336008258155 26.321764376945794 5.5271525233983976 20.667520358227197 3.2784345210529855 3.6272347485646597 3.6658575674518943 2.6166989700868726 5.498816608451305 4.4362557623535395 leaf_count=17 29 38 73 136 41 19 50 61 6 7 65 36 132 37 43 11 101 6287 7 159 31 99 7 328 28 20 52 7 59 14 internal_value=-5.50098e-05 0.026317 -0.000291568 0.00973561 -0.00679571 -0.0501582 0.0137973 -0.00100101 -0.000831248 -0.042066 -0.000589261 0.0129171 0.000841141 0.0118942 0.0354658 -0.0168783 -0.0457423 -0.0013488 -0.0471777 -0.00107534 -0.0116382 -0.0164809 -0.00770938 -0.0268034 -0.0574277 -0.0499302 0.0207727 -0.0157743 0.0113044 -0.0240119 internal_weight=1113.2 9.89671 1103.3 72.9024 29.0962 9.36867 19.7275 1030.4 1027.61 5.99538 1021.62 54.393 35.4226 28.6295 18.9704 4.41384 6.79307 967.225 5.73737 961.487 95.2494 87.8624 72.3613 36.1045 15.5011 24.2948 11.8097 6.28256 36.2568 9.93507 internal_count=8000 55 7945 275 139 60 79 7670 7609 80 7529 366 276 169 90 47 107 7163 72 7091 804 773 586 414 187 348 66 59 172 73 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=31 num_cat=0 split_feature=13 13 242 241 32 13 131 31 242 10 33 10 12 32 73 242 242 12 105 43 34 12 0 7 133 6 10 57 50 11 split_gain=2.90769 2.83823 9.75796 15.0035 13.5954 7.8468 5.54495 5.43735 6.54191 4.33457 10.6446 7.29629 9.77138 8.50283 8.98646 8.2817 12.3153 8.0134 7.39223 7.28056 6.99656 8.67465 8.21928 5.39532 5.10398 5.74198 4.86378 9.36209 8.2025 8.04301 threshold=-5540.9999999999991 -4843.4999999999991 0.21817210526315786 99816.750000000015 0.28596708180499503 -4780.9999999999991 1.0000000180025095e-35 0.50608631270748228 0.080162500000000012 -23125.999999999996 0.65371291610247184 -21535.999999999996 -10056.499999999998 0.61473576461066948 0.047250000000000007 0.18921785714285713 0.053664285714285657 -12376.499999999998 1.0000000180025095e-35 0.020050000000000002 0.032250000000000008 -1618.4999999999998 100232.00000000001 69655.500000000015 1.0000000180025095e-35 546156.00000000012 -20196.499999999996 0.090700000000000017 0.98185000000000011 -676.49999999999989 decision_type=2 2 2 2 8 2 2 8 2 2 8 2 2 8 8 2 2 2 10 10 10 2 2 2 2 2 2 8 10 10 left_child=-1 2 4 -4 -2 6 -3 8 -6 10 -7 12 24 15 -15 16 -14 -13 -18 20 21 22 -12 26 25 -11 27 -19 29 -29 right_child=1 5 3 -5 7 9 -8 -9 -10 11 19 17 13 14 -16 -17 18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.060246339876967384 -0.074491325593406904 -0.075569115611131443 -0.072359240162827729 0.034020188551781412 0.050845374675139068 -0.059590803392032238 0.037424275111087417 0.036083602041632065 -0.06553854121985514 -0.03373687313816167 0.067775526354968765 -0.065828447410869656 0.058258338860264602 0.030087723791704962 -0.068679292498961791 0.029763000794725158 -0.079081223760579411 -0.05699492932238185 0.014559693678877068 -0.063740924389842676 0.047275188616098085 0.046353438716344321 -0.074458547406668144 -0.062981794748972114 0.066142085689942717 0.040938788195735341 0.0006959507921497131 -0.026540034855174421 0.032254502507679257 0.037379960031040736 leaf_weight=2.0026996983215204 3.3963766405358902 5.5799258423503479 7.7057300806045514 5.8162572886794806 2.0047488063573828 10.502239953493698 1.3480645008385179 37.233842816436663 3.0358612332493067 3.5774210295639941 1.2482885122299201 4.7148358677513889 3.7508119624108067 3.3933123908936951 7.1680459841154525 26.388535983860493 6.4723422392271441 10.487298758234827 3.1252541458234191 3.617229829542338 8.5355564528144878 3.8333156737498983 5.4512535857502371 3.4398623784072688 11.301168320700526 9.1795464917086047 866.8730014632456 30.861724198795851 11.369547414593397 5.8550361292436746 leaf_count=64 49 94 129 27 8 147 7 216 57 50 1 107 8 27 141 109 82 157 17 72 42 11 86 77 28 49 5764 297 56 21 internal_value=-5.36685e-05 5.52013e-05 0.0107071 -0.0266019 0.0217534 -0.000546396 -0.0535826 0.0294858 -0.0192504 -0.000193483 -0.0179729 0.000391921 0.0154657 0.00293013 -0.0369459 0.0135285 -0.0185657 -0.000808624 -0.048589 0.00129389 0.0136308 -0.0136337 -0.0479569 -0.000478596 0.0416737 0.0199976 -0.000246274 -0.0141909 -0.00485567 -0.016347 internal_weight=1109.27 1107.27 59.1928 13.522 45.6708 1048.07 6.92799 42.2745 5.04061 1041.15 33.1879 1007.96 74.3564 50.2983 10.5614 39.7369 13.3484 933.601 9.5976 22.6856 19.0684 10.5329 6.69954 928.886 24.0581 12.757 925.447 58.5736 48.0863 36.7168 internal_count=8000 7936 486 156 330 7450 101 281 65 7349 359 6990 511 384 168 216 107 6479 99 212 140 98 87 6372 127 99 6295 531 374 318 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=31 num_cat=0 split_feature=534 562 377 44 241 59 81 51 9 9 48 107 32 22 5 81 37 0 143 65 239 33 33 0 24 241 7 0 595 24 split_gain=2.72264 5.5902 3.10954 4.36319 4.42985 3.38813 8.51933 4.24771 3.36364 10.6971 7.18987 7.48533 7.89043 4.12413 9.92191 7.42698 13.5557 7.33823 6.80839 9.93854 6.09201 10.192 8.21148 7.51787 7.11425 9.93635 6.96891 9.91454 5.70788 5.32692 threshold=3149.8875000000003 14.000000000000002 -244.49999999999997 0.0096500000000000006 42017.250000000007 0.0078500000000000011 -790.49999999999989 0.46750000000000008 0.0027875000000000005 0.0036769999999999507 0.041500000000000009 4.5000000000000009 0.23764920978420853 2.5000000000000004 97875.000000000015 -308.49999999999994 0.67700000000000016 110597.50000000001 1.0000000180025095e-35 0.68805000000000016 0.035702131558505761 0.72599382198636575 0.6220741691655115 106693.50000000001 9.5000000000000018 44850.000000000007 23847.750000000004 110394.50000000001 -28.499999999999996 13.500000000000002 decision_type=8 8 8 8 2 8 2 8 2 2 10 10 10 2 2 2 10 2 2 8 10 8 8 2 2 2 2 2 8 2 left_child=-1 -2 -3 4 -4 6 -5 -7 10 -10 11 12 -9 28 15 16 17 -15 20 -20 21 23 -22 -16 25 -24 -26 -28 -11 -30 right_child=1 2 3 5 -6 7 -8 8 9 13 -12 -13 -14 14 18 -17 -18 -19 19 -21 22 -23 24 -25 26 -27 27 -29 29 -31 leaf_value=0.046471303640941472 -0.062318216800700377 0.023788989652383182 0.023633150543178459 -0.043962066584749576 -0.068268163480050562 -0.070173819221194242 0.032888646833141202 0.014720138504251884 -0.073571045427325593 -0.052487442848985016 0.04611498115477175 0.059848547162275084 -0.078437647774366084 -0.083572644952781619 -0.009980139951030944 0.0077282364098874012 0.013212639646127592 0.02395231540000628 0.051551212981748175 -0.081769567201366439 0.027374683612597185 0.023144925407841074 0.033879608769488555 -0.087135153443849825 0.035862240157523866 -0.083496167937038054 -0.062808786833535329 0.052066985079946664 -0.0045446955803821213 0.0038112409128313453 leaf_weight=3.1356433536857367 3.6083434843458235 13.587624926585702 1.8482392225414503 4.4293712468352195 4.5131344893015921 2.1803378248587242 19.404433941002935 4.5930295027792472 5.0174883962608865 5.5373957604169846 11.745715218130497 2.9869413822889319 4.4999815844930708 11.069431724492462 9.0776336183771509 17.88481823168695 8.4749789172783476 1.8522834666073311 2.0721884751692405 4.2956720474176109 85.501085843192413 14.440180189907549 2.7352942777797598 4.8409214466810218 12.321537009440364 5.2903970470651984 5.4677700670436007 2.8610828230157495 533.00138866459019 297.02122118370607 leaf_count=9 85 80 12 64 84 34 67 15 71 98 33 6 67 128 69 86 45 10 7 59 294 62 13 57 43 70 57 9 3984 2282 internal_value=-5.35136e-05 -0.000185877 1.82056e-05 -0.00027949 -0.0415671 -3.5984e-05 0.0186064 -0.000457232 -0.00031282 -0.000742961 0.0182601 -0.00882403 -0.0313821 -0.000386023 0.00630105 -0.0160518 -0.0359288 -0.0681593 0.0121978 -0.0383852 0.0144577 -0.00628355 0.0196093 -0.0368149 -0.00354425 -0.0434925 0.0119815 -0.0233473 -0.00189209 -0.00155455 internal_weight=1105.3 1102.16 1098.55 1084.96 6.36137 1078.6 23.8338 1054.77 1052.59 1028.76 23.8257 12.08 9.09301 1023.75 188.185 39.2815 21.3967 12.9217 148.904 6.36786 142.536 28.3587 114.177 13.9186 28.6761 8.02569 20.6504 8.32885 835.56 830.023 internal_count=8000 7991 7906 7826 96 7730 131 7599 7565 7444 121 88 82 7373 1009 269 183 138 740 66 674 188 486 126 192 83 109 66 6364 6266 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=31 num_cat=0 split_feature=199 33 641 238 10 79 0 31 241 77 240 12 243 13 240 169 9 10 12 33 27 12 10 81 107 189 243 162 239 6 split_gain=2.69551 6.58429 3.07924 2.80117 3.14328 6.21469 9.70405 6.54466 7.91301 6.63027 11.3074 9.82282 5.81952 5.51314 4.34517 4.15902 9.95662 6.28126 4.51019 6.49003 4.0186 9.25638 7.49884 8.27836 7.24348 4.68947 4.38112 9.20384 8.70232 5.7371 threshold=1.0000000180025095e-35 0.15147104206873863 240339.66750000004 1.0000000180025095e-35 -9870.4999999999982 2.5000000000000004 103702.50000000001 0.21830832302890071 110812.50000000001 1.0000000180025095e-35 0.35007002801120451 -2782.9999999999995 0.079321839981163864 -803.49999999999989 0.38576977711051036 1.0000000180025095e-35 0.010599500000000001 -10728.499999999998 -7884.9999999999991 0.081997050050795717 1.0000000180025095e-35 -1209.4999999999998 -10194.499999999998 -756.49999999999989 2.5000000000000004 1.0000000180025095e-35 0.098038461538461519 1.0000000180025095e-35 0.038291773277806855 74405.250000000015 decision_type=2 8 10 2 2 8 2 10 2 10 2 2 2 2 2 2 2 2 2 10 2 2 2 2 8 2 2 2 8 2 left_child=2 -2 3 4 15 7 -7 9 -9 10 -6 -12 -10 -13 -11 20 18 -18 -17 -20 25 22 23 24 -22 26 -1 28 29 -28 right_child=1 -3 -4 -5 5 6 -8 8 12 14 11 13 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0019184831872115936 0.047706353348942084 -0.081145175620980045 0.03967422532480544 0.026147913223089687 0.019236158304061848 0.000427031163092208 -0.079626333125917062 -0.065758299541680096 -0.038630984385580658 -0.0082626644623202648 -0.088770072798917229 -0.044201775358875116 0.050025090780021146 0.03904443185282732 0.0381675521759198 0.046305364507372902 -0.068733958063323816 0.03969955721477586 0.030579944734966408 -0.083426600719432253 -0.071745832833809239 0.023116076913095571 0.040385994899417563 -0.083454402849497206 0.021982304237187448 0.043541777019079284 0.072775848372237509 0.018906210897000428 -0.052872065075079737 -0.019789696625821529 leaf_weight=902.04790294682607 1.4781781509518612 3.0109858307987452 4.8949808720499268 10.092767822090535 15.196382594760509 7.7683415617793781 7.3837822675704956 8.1583200953900796 3.707413049414753 7.1545192915946272 6.3994706911034847 4.2958365809172392 3.6966603472828865 3.703569497913124 17.041676170192659 5.3098953496664762 9.6999420407228154 1.5487965345382679 2.8334871772676724 2.2313838289119303 3.3618291132152125 9.628960093483327 2.7357277870178249 8.6081693929154408 5.3285850081592807 6.5921385325491419 2.541718244552615 12.783055513165889 17.240202391287312 4.9027495714835823 leaf_count=6282 3 55 18 53 53 39 79 101 44 39 75 31 9 10 46 17 136 5 12 37 68 42 10 113 40 29 2 95 399 58 internal_value=-5.20775e-05 -0.0387173 0.000106165 -7.12029e-05 -0.000315794 -0.00957466 -0.0385838 -0.00323688 -0.0317928 0.00502463 -0.0108477 -0.0425979 0.00563268 -0.0056604 0.0244387 0.00046868 -0.0212205 -0.0538042 0.0141081 -0.0196469 0.000949321 -0.0171722 -0.0365357 -0.0487007 -0.0142758 0.00151748 0.00122262 -0.0155305 -0.0333638 0.0118144 internal_weight=1101.38 4.48916 1096.89 1091.99 1081.9 84.506 15.1521 69.3538 15.5624 53.7915 29.5953 14.3989 7.40407 7.99941 24.1962 997.395 21.6235 11.2487 10.3748 5.06487 975.771 29.6633 20.0343 17.2986 8.69041 946.108 939.516 37.4677 24.6847 7.44447 internal_count=8000 58 7942 7924 7871 526 118 408 154 254 169 116 53 41 85 7345 207 141 66 49 7138 273 231 221 108 6865 6836 554 459 60 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=31 num_cat=0 split_feature=244 241 241 11 240 9 33 32 34 62 241 142 9 241 57 51 33 33 14 12 12 14 17 241 240 12 14 80 613 10 split_gain=2.63585 2.6095 4.45981 9.4142 4.93208 3.03402 10.9933 9.16625 10.9669 11.8878 9.09781 8.98698 8.8236 9.94906 8.48878 8.06445 8.63439 10.5861 11.0311 10.3138 9.57317 8.62119 8.88691 10.9696 11.5957 8.43991 9.0683 8.04977 7.71324 7.24373 threshold=-215.49999999999997 15468.750000000002 21187.500000000004 -610.49999999999989 0.13235097540441579 0.018975500000000003 0.0073377653784585514 0.65175066695713102 0.017000000000000005 0.10645000000000002 99816.750000000015 1.0000000180025095e-35 0.018717500000000001 114975.00000000001 0.20755000000000004 0.65045000000000008 0.14509547980217227 0.6321930890012285 9.5000000000000018 -93.499999999999986 -1016.4999999999999 20.500000000000004 1.0000000180025095e-35 60375.000000000007 0.19274294153259094 -3393.4999999999995 10.500000000000002 1.0000000180025095e-35 4.5000000000000009 -22954.499999999996 decision_type=8 2 2 10 2 2 8 10 8 10 2 2 2 2 10 8 8 10 10 2 2 10 2 2 2 2 10 10 10 2 left_child=-1 -2 3 4 -3 10 -7 14 -9 11 15 27 28 -14 29 -4 -17 19 20 21 -19 22 -18 24 -24 26 -26 -10 -12 -8 right_child=1 2 5 -5 -6 6 7 8 9 -11 12 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.043969414091163228 0.02787315375578004 -0.015191151443104529 -0.074547861338015983 0.034283686521989126 -0.086454124519170408 -0.11070695034049374 -0.029679385548026821 0.04500495429076401 -0.0429656535143908 0.0088720621663006191 0.011290632356807577 0.042626501797738886 0.01303409746501317 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834 404 1073 16 36 86 46 108 1347 498 129 24 75 75 96 156 73 68 14 71 47 2245 internal_value=-5.12471e-05 8.53961e-05 -0.000129073 -0.0280949 -0.0549081 0.000237946 0.00304557 0.00352199 -0.0100032 -0.014969 -0.00228171 -0.0285097 0.0068341 -0.0327013 0.00687696 -0.00669711 -0.00591658 -0.00835607 0.00938608 -0.0127307 0.0165753 -0.0144536 -0.016803 -0.0359294 -0.0212927 -0.00533431 -0.0406486 -0.033889 0.00986001 0.00754187 internal_weight=1098.07 1094.66 1086.28 14.0715 9.84124 1072.21 507.124 505.009 100.371 92.0606 565.082 58.7137 184.393 13.1095 404.637 380.689 376.359 340.979 67.4446 273.535 59.8763 265.184 248.32 48.7979 35.33 26.9618 10.3956 54.586 171.284 401.255 internal_count=8000 7958 7922 118 104 7804 3829 3811 1380 1325 3975 921 1242 122 2431 2733 2663 2555 702 1853 573 1829 1754 407 251 155 87 905 1120 2385 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=31 num_cat=0 split_feature=633 631 633 24 0 123 24 8 148 0 17 45 241 106 243 33 36 242 48 42 193 24 83 243 63 53 48 36 37 242 split_gain=2.64052 6.28772 2.52266 5.55228 3.82857 7.1819 6.76539 6.57495 4.11423 3.89873 5.47961 13.0465 5.31279 4.96964 7.595 6.4136 5.06377 8.96778 5.68306 14.8702 7.94886 8.94836 7.28055 7.19049 8.18048 6.93515 6.48421 8.93826 8.87491 7.54237 threshold=-79.499999999999986 -157.49999999999997 -2120.9999999999995 10.500000000000002 111183.50000000001 1.0000000180025095e-35 12.500000000000002 155250.00000000003 1.0000000180025095e-35 110815.50000000001 1.0000000180025095e-35 0.050350000000000006 132525.00000000003 1.5000000000000002 0.048268442702485058 0.3850607426650855 0.99525000000000008 0.065850000000000006 0.11290000000000001 0.29855000000000004 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 0.039027776958557907 0.093600000000000017 0.060450000000000011 0.094000000000000014 0.98285000000000011 0.77220000000000011 0.09149166666666661 decision_type=10 10 8 2 2 2 2 10 2 2 2 8 2 10 2 8 10 2 10 10 2 2 2 2 10 10 10 8 10 2 left_child=1 2 3 -1 9 7 8 -6 -7 13 12 -12 -11 16 15 -15 18 -18 19 20 26 -22 23 -20 25 -25 28 -28 29 -4 right_child=-2 -3 4 -5 5 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 22 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.042142235425235208 0.034341649317690966 -0.071366686597239659 -0.016888431660491719 0.028413776354672179 0.026770162503722685 0.022130781221978622 -0.070269427171435778 -0.07845500240108598 -0.03987601699518372 0.029423253620143527 0.060241746906175557 -0.091097139371463146 -0.032309834953006329 0.013154952377215407 0.024625314485552791 -0.048911972839813772 0.044512570248046834 -0.057064770292923943 0.016925455672326513 -0.063207720816022078 -0.072716569099952041 0.025555628718647208 0.014025391476963571 -0.071198098093474743 -0.066084056815137418 0.023652984744715236 -0.0068680763816682359 -0.069431375405246312 0.022239398920245297 0.0001177630755490916 leaf_weight=3.315351475961509 5.5524003948085001 3.0971948187798253 72.945447226287797 17.540450714528561 1.8892720807343737 13.972823226824408 3.0717301424592725 6.9298458783887327 3.3086059652268878 31.54950648942031 2.4031118955463162 3.4954844978637993 3.9179993476718655 9.1663101650774497 43.003543471451849 7.6240887176245442 2.8319947086274615 9.3357308129779977 12.179473876953127 10.007211609277872 7.8650420028716308 3.2835215553641319 113.58735257107764 2.6003921777009982 9.2450076565146428 7.4433175092563033 19.752055454999212 8.0297403815202397 41.069463634630665 613.85870655055624 leaf_count=43 24 46 678 88 15 74 59 123 30 146 4 46 45 48 200 128 8 176 83 194 112 24 741 40 165 55 166 109 256 4074 internal_value=-5.13027e-05 -0.000226769 -2.37377e-05 0.0171978 -0.000361186 -0.0182248 -0.00189421 -0.0559132 0.0102593 0.000142218 0.0151824 -0.0294411 0.0226038 -0.000483801 0.0134905 -0.015028 -0.00137839 -0.033423 -0.000955433 -0.00265186 -0.00186158 -0.043773 0.00812941 -0.0131527 -0.0321449 -0.000904676 -0.00124324 -0.0249507 -0.000338361 -0.00168846 internal_weight=1093.87 1088.32 1085.22 20.8558 1064.37 29.1723 20.3532 8.81912 17.2814 1035.19 41.3661 5.8986 35.4675 993.828 59.7939 16.7904 934.034 12.1677 921.867 776.811 766.804 11.1486 145.056 31.4682 19.2887 10.0437 755.655 27.7818 727.874 686.804 internal_count=8000 7976 7930 131 7799 301 163 138 104 7498 241 50 191 7257 376 176 6881 184 6697 5613 5419 136 1084 343 260 95 5283 275 5008 4752 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=31 num_cat=0 split_feature=31 10 39 33 143 243 88 159 76 31 12 240 35 33 27 12 10 81 46 189 10 239 51 52 79 12 35 66 595 243 split_gain=2.52623 2.67039 5.7724 5.01318 4.83738 6.32252 4.51455 8.49175 7.75594 6.10536 7.67572 4.30312 9.24507 5.24027 4.05966 9.26758 7.46181 7.27625 4.58135 4.30636 4.10074 3.8941 3.79888 3.39749 6.87791 8.47491 6.82712 6.45958 6.01787 5.87134 threshold=0.056106464723230109 -9870.4999999999982 0.094600000000000017 0.57179952324457861 1.0000000180025095e-35 0.079258953425916767 1.0000000180025095e-35 1.0000000180025095e-35 0.052050000000000006 0.21830832302890071 -1874.4999999999998 0.55020915896081035 0.071350000000000011 0.26294789218207787 1.0000000180025095e-35 -1767.4999999999998 -10194.499999999998 -1862.4999999999998 0.0026000000000000003 1.0000000180025095e-35 -9920.4999999999982 0.069403594880066616 0.67005000000000015 0.086850000000000024 3.5000000000000004 -216.49999999999997 inf 0.04685000000000001 -28.499999999999996 0.026536905352765105 decision_type=8 2 10 10 2 2 2 2 8 10 2 2 8 10 2 2 2 2 10 2 2 10 8 10 10 2 8 10 8 2 left_child=-1 14 3 4 6 -6 7 9 -9 11 -11 -3 -13 -14 19 16 17 -16 21 20 23 -17 -19 27 25 26 -25 28 -2 -30 right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 12 13 -15 15 18 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.03286240509199178 -0.051749878759137447 0.020977693647942747 -0.07059316431646144 -0.053885370803781613 -0.084714016584614346 0.0077181888197782938 0.032773113959970089 0.016476608455082659 -0.094809318511192828 -0.081320241468555071 0.007298672878421392 0.036611261150894601 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66 50 16 31 12 44 59 26 12 29 19 33 24 11 11 9 29 28 22 172 199 37 13 4 344 89 6327 internal_value=-5.13271e-05 -0.00022738 -0.00879257 -0.00601114 -0.00275251 -0.0410716 0.0014433 -0.00387049 -0.0559708 0.00315935 -0.0321062 0.0116339 -0.0163267 -0.0586584 0.000491577 -0.0176958 -0.0392504 -0.0523754 0.0184116 0.00104952 0.000775955 -0.0087481 -0.0698814 0.00047815 -0.0185026 -0.0364764 -0.0545386 0.000946278 -9.51372e-05 0.000236624 internal_weight=1089.91 1084.11 83.9529 80.3372 75.2174 7.42323 67.7942 57.9631 6.8911 51.072 9.8951 41.1769 10.3138 5.73099 1000.16 29.7693 18.6413 15.9036 11.1281 970.39 963.888 6.48225 12.5429 955.917 23.0087 16.0642 12.8786 932.909 877.905 872.303 internal_count=8000 7986 532 470 404 66 338 307 56 251 85 166 60 48 7454 282 227 216 55 7172 7143 46 183 7115 253 216 203 6862 6518 6416 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=31 num_cat=0 split_feature=78 78 242 9 243 162 33 8 243 32 33 31 10 242 76 33 0 17 10 44 9 11 203 241 7 9 8 28 242 240 split_gain=2.54996 2.7743 6.32475 10.508 7.61473 10.1671 7.45309 4.31714 4.39239 6.01263 6.27795 4.16101 4.02701 3.97074 7.27677 4.36894 9.32838 4.23168 4.22765 3.829 8.5947 6.27201 3.81635 3.60597 4.07921 9.47206 8.51142 11.9341 9.779 9.22651 threshold=2.5000000000000004 1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 0.029339801091616002 1.0000000180025095e-35 0.37825236717528976 915750.00000000012 0.06189217885145306 0.65658397972684035 0.11392442368259932 0.14831277365138276 -21334.499999999996 0.17002857142857145 0.079950000000000007 0.54691683142848524 109737.00000000001 1.0000000180025095e-35 -23125.999999999996 0.033200000000000007 0.027527500000000003 -741.49999999999989 1.0000000180025095e-35 15468.750000000002 28127.250000000004 0.0051140000000000014 546750.00000000012 1.0000000180025095e-35 0.30733142857142859 0.16388798762108223 decision_type=10 8 2 2 2 2 10 8 2 8 10 8 2 2 10 10 2 2 2 10 2 10 2 2 2 2 10 2 2 2 left_child=1 22 7 4 -4 6 -6 8 13 10 -10 -12 -9 14 15 17 -17 -3 -16 20 21 -15 23 -1 25 -25 28 -28 29 -27 right_child=-2 2 3 -5 5 -7 -8 12 9 -11 11 -13 -14 19 18 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.032303724612844802 -0.047392521785310011 0.02931578616500894 0.043997991835200853 -0.080723246139669247 0.01052440053327078 -0.10096412118608811 -0.051042369384576042 0.0306316622435681 0.0073483275623267008 0.030461205041221979 0.020932458325139982 -0.078782261703742251 -0.07189145464868571 -0.091777418109594611 0.032852088107592332 -0.064453385837939955 0.043008491812639438 -0.013757116201602436 -0.072433198919728006 0.057969541691615861 0.049072235073614821 0.022620100476215561 0.032088866912380408 -0.038433646477406762 0.0024986014200375911 0.035530943512111092 -0.036307117093117881 0.034009563125174523 -0.05044652341398799 -0.0014814212465349471 leaf_weight=7.9270006455481044 2.8369053413625798 42.296884926036 7.466666671447455 4.6760501028038552 22.256141308695085 2.9240164579823604 6.3091750950552514 1.4552580616436896 7.2069114781916159 7.463921768590807 1.2935449182987211 5.47170539945364 2.8020213283598414 2.4171859063208094 1.2860256889834998 4.4805638929828984 3.6765623036772013 6.5907501578330985 3.6870488170534363 11.279963665641842 8.2724393326789123 2.3757991977036035 8.6524242777377349 19.611916313646361 368.09688561747316 17.486711954697967 35.602646427461877 7.2655094251967958 9.8495163316838426 453.69611373124644 leaf_count=32 33 144 30 63 86 32 92 9 30 33 4 77 44 34 7 79 15 37 58 18 19 8 32 234 2818 75 485 38 117 3217 internal_value=-5.05372e-05 7.33742e-05 0.00624993 -0.00990032 -0.00139915 -0.0121636 -0.00307375 0.0125384 0.0144888 -0.00576959 -0.0251241 -0.0597164 -0.0368462 0.0195171 0.0127998 0.0178567 -0.0160184 0.0235089 -0.0452067 0.0366287 0.0182041 -0.0350726 -0.000962643 -0.00127364 -0.00156562 -0.00431813 -0.00304104 -0.0243895 -0.00113853 -0.000107805 internal_weight=1086.71 1083.88 155.689 43.632 38.956 31.4893 28.5653 112.057 107.799 21.4361 13.9722 6.76525 4.25728 86.3632 62.0178 57.0448 8.15713 48.8876 4.97307 24.3454 13.0654 4.79299 928.189 919.536 911.609 543.512 523.9 42.8682 481.032 471.183 internal_count=8000 7967 919 303 240 210 178 616 563 144 111 81 53 419 340 275 94 181 65 79 61 42 7048 7016 6984 4166 3932 523 3409 3292 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=31 num_cat=0 split_feature=242 0 61 242 240 59 45 81 105 52 46 81 51 47 74 20 78 37 63 38 43 6 494 43 0 54 46 81 9 71 split_gain=2.53997 6.08705 5.47072 3.85499 3.35725 3.16656 7.80383 5.58106 5.48976 4.44472 4.3559 4.95402 4.91356 10.9161 7.95979 9.51823 5.75765 5.34241 10.2396 7.59746 6.73426 11.6763 7.79053 6.43252 8.06831 8.10993 5.95829 5.93173 5.04751 4.84308 threshold=0.049040028490028455 108098.50000000001 0.010750000000000001 0.050087500000000007 1.1491610687661209 0.24195000000000003 0.20600000000000004 -2036.9999999999998 3.5000000000000004 0.32980000000000004 0.014750000000000001 -1348.9999999999998 0.82035000000000013 0.0079500000000000022 0.0029000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.78580000000000017 0.048850000000000011 0.0086500000000000014 0.006949999999999951 1313055.0000000002 1.0000000180025095e-35 0.019550000000000001 102830.50000000001 0.15515000000000004 0.0083500000000000015 -2900.9999999999995 0.0085244999999999505 0.025050000000000006 decision_type=2 2 8 2 2 10 10 2 10 10 10 2 10 8 8 2 10 10 8 10 8 2 8 8 2 10 10 2 2 8 left_child=1 2 4 -2 -1 6 8 -7 10 -8 12 -12 17 14 15 16 -14 20 -19 -20 21 22 -5 24 25 -22 27 -25 -24 -29 right_child=3 -3 -4 5 -6 7 9 -9 -10 -11 11 -13 13 -15 -16 -17 -18 18 19 -21 23 -23 28 26 -26 -27 -28 29 -30 -31 leaf_value=0.025902492927417919 -0.050226203280700522 -0.04421816653628096 0.036484834684424143 0.05809895935065551 -0.072942936342655071 -0.063906165673225282 -0.070564552738220085 0.015794692942656664 -0.068202919531135969 0.043204851771080383 -0.041548233998627199 0.026596210393564426 -0.062739519590465975 -0.068541243714970654 0.030984050597631881 0.033438883974025287 0.0068734568763203253 -0.051643247619456836 -0.03848066305769153 0.038169165077503231 -0.072669181461212345 0.044396087329859703 -0.0063076635941408683 -0.061831595692009217 0.028231275011709373 0.050457349727269674 -0.071066576496519249 -0.034973597314900358 -0.067655262675744329 -0.0001161701337465373 leaf_weight=1.4791904240846698 3.8715510172769418 3.6518506309948853 18.341177662834525 1.7327076569199562 2.0489622633904219 2.3035011496394864 5.871629503904841 47.284901202656329 2.9838832793757311 1.0054990686476228 2.9891872238367823 24.751198476646096 10.729425837285822 8.4416684771422279 10.499915179330854 5.5199411287903777 4.1074316096492103 4.4930658475495866 3.6657969616353538 27.373184549622238 4.2230501060839734 4.6921806596219531 4.4214923209510841 3.9673742291051886 35.458066757302731 1.9571909829974172 3.0316288792528203 10.089230674318967 13.873391394969074 808.3282862752676 leaf_count=11 47 46 72 3 34 49 126 307 72 5 51 119 197 173 60 25 31 61 48 115 64 24 37 113 185 5 47 114 227 5532 internal_value=-4.85618e-05 0.0155382 0.0255167 -0.000424667 -0.0315016 -0.0002417 -0.000850766 0.0120924 -0.000484753 -0.0539304 -0.000281541 0.0192533 -0.000842166 -0.018159 -0.00437559 -0.0226139 -0.0434679 -0.000108295 0.0189044 0.0291166 -0.000865842 -0.0265987 -0.0432318 -0.000132196 0.0190425 -0.0336768 -0.00109947 -0.00084154 -0.0528288 -0.000545883 internal_weight=1083.19 25.5212 21.8693 1057.67 3.52815 1053.79 1004.21 49.5884 997.329 6.87713 994.345 27.7404 966.605 39.2984 30.8567 20.3568 14.8369 927.307 35.532 31.039 891.775 24.7198 20.0276 867.055 41.6383 6.18024 825.417 822.385 18.2949 818.418 internal_count=8000 163 117 7837 45 7790 7434 356 7303 131 7231 170 7061 486 313 253 228 6575 224 163 6351 291 267 6060 254 69 5806 5759 264 5646 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=31 num_cat=0 split_feature=534 368 573 9 9 242 48 107 32 40 10 9 9 242 8 118 32 241 10 242 139 33 22 10 33 242 36 239 240 51 split_gain=2.55008 5.06391 2.99218 2.65391 9.84168 7.99517 6.51344 6.49505 7.32908 2.92583 2.91605 6.67416 8.0288 6.15989 5.5289 7.45952 8.98414 6.43704 8.33225 6.2651 5.49434 5.4115 4.47075 5.27112 4.04662 3.87307 5.10417 6.28732 3.88855 10.2961 threshold=3149.8875000000003 76083.750000000015 0.92983976905486043 0.0027875000000000005 0.0043334999999999511 0.13561176470588238 0.041500000000000009 4.5000000000000009 0.23764920978420853 0.12175000000000001 -9870.4999999999982 0.014491999999999951 0.010019000000000002 0.090071428571428566 155250.00000000003 1.0000000180025095e-35 0.17168434217538378 156662.25000000003 -8721.4999999999982 0.16215608108108107 1.0000000180025095e-35 0.39881096876250383 2.5000000000000004 -9676.4999999999982 0.15147104206873863 0.049040028490028455 0.98785000000000012 0.18633590858421498 0.68922197220810866 0.74845000000000017 decision_type=8 8 8 2 2 2 10 10 10 8 2 2 2 2 10 2 8 2 2 2 2 8 2 2 8 2 8 10 2 8 left_child=-1 -2 -3 6 5 9 7 8 -4 -5 25 12 22 20 -15 17 -17 18 19 -16 -13 -21 23 -12 -25 26 27 -6 -27 -30 right_child=1 2 3 4 10 -7 -8 -9 -10 -11 11 13 -14 14 15 16 -18 -19 -20 21 -22 -23 -24 24 -26 28 -28 -29 29 -31 leaf_value=0.045661888893934348 -0.067393113434495125 0.04957658774614556 0.014305788436964898 0.050629038567167578 -0.071313152035104327 -0.074721858680789066 0.043304489941608224 0.054357481265469403 -0.076135607253426982 -0.025126827032046297 0.031338738865641973 -0.080005458901044185 -0.088368892386815084 0.042617893615243957 -0.095682942565633547 0.026218668085148195 -0.085823602117812814 0.041063659302366051 0.021210012117468684 0.021229714825864682 0.013834318031177659 -0.062574626412946671 0.015317673013364345 0.015903152346842794 -0.079477374748354201 0.0012516697889055147 0.035574728643320473 0.026229931137793303 -0.073038676669945637 -0.0051296579682891339 leaf_weight=3.0425717523321509 2.7948380163870752 3.0345910396426916 4.5032425709068793 2.0732527840882531 2.9110683575272587 8.020419958047567 11.524286520667372 2.9960931846871963 4.4571431477088481 3.3084292225539684 2.0511989910155535 4.2453997652046374 5.0626724474132052 8.3556997170671803 3.2836559466086275 2.7752132713794699 5.0356398839503527 10.362914513796566 13.00586823560298 4.6401749216020107 2.4658487681299448 3.2935872245579958 6.6051489617675534 1.3968416191637532 5.4536706507205963 855.97315975057427 16.794958268292248 3.8196124704554677 6.0656982250511637 69.934810900595039 leaf_count=9 54 10 15 7 49 106 35 7 71 42 9 64 56 22 37 8 63 27 53 18 14 35 26 5 71 6265 67 19 107 629 internal_value=-4.83224e-05 -0.000177546 -2.54365e-06 -0.000143099 -0.000515948 -0.0430876 0.0164811 -0.00937272 -0.0306823 0.00405755 3.60903e-05 -0.00925743 -0.0336981 -0.000508759 0.00544417 -0.00188211 -0.0460147 0.00808469 -0.00602398 -0.0376 -0.0455268 -0.0135605 -0.0158492 -0.0389753 -0.060029 0.000795072 0.0208312 -0.0159582 0.000289304 -0.0105496 internal_weight=1079.29 1076.25 1073.45 1070.42 1046.93 13.4021 23.4808 11.9565 8.96039 5.38168 1033.53 78.0335 20.5695 57.464 50.7528 42.3971 7.81085 34.5862 24.2233 11.2174 6.71125 7.93376 15.5069 8.90171 6.85051 955.499 23.5256 6.73068 931.974 76.0005 internal_count=8000 7991 7937 7927 7799 155 128 93 86 49 7644 508 167 341 263 241 71 170 143 90 78 53 111 85 76 7136 135 68 7001 736 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=31 num_cat=0 split_feature=633 631 163 58 33 13 77 11 239 36 47 47 0 240 107 81 12 33 11 81 377 377 44 42 73 58 33 81 61 81 split_gain=2.43478 5.82752 2.43146 7.72512 6.76307 7.0303 6.26079 6.12952 10.1782 5.20754 7.09063 5.31564 6.24304 11.9487 8.69614 7.7149 7.2943 6.33174 5.00344 4.08363 4.05227 4.18243 4.30342 4.03856 8.35849 7.62568 6.98376 6.24258 9.28216 9.07134 threshold=-79.499999999999986 -157.49999999999997 1.0000000180025095e-35 0.098750000000000018 0.58060556429891952 -525.49999999999989 3.5000000000000004 -7514.9999999999991 0.26835182245229944 0.98735000000000006 0.013150000000000002 0.0013500000000000003 104067.50000000001 0.23196370475724484 2.5000000000000004 -847.49999999999989 -3862.4999999999995 0.18684085751638402 -9666.4999999999982 -528.49999999999989 -617.49999999999989 -214.99999999999997 0.0096500000000000006 0.33750000000000008 0.011850000000000001 0.098750000000000018 0.26294789218207787 -680.49999999999989 0.038050000000000007 -750.49999999999989 decision_type=10 10 2 8 10 2 10 8 10 10 10 10 2 2 10 2 2 8 8 2 8 8 8 8 10 8 8 2 10 2 left_child=1 2 18 6 7 -6 -4 -5 9 10 11 12 15 19 16 17 -15 -9 -1 -14 -20 -22 -23 24 -24 26 -25 29 -29 -27 right_child=-2 -3 3 4 5 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 20 -21 21 22 23 25 -26 27 -28 28 -30 -31 leaf_value=-0.061867622019572549 0.03325888699324666 -0.070239454881659544 -0.053096155839423453 0.049696036168397378 -0.051101645741090995 0.028797875132533346 0.014604898109215045 0.029404108435779126 -0.073636559246615066 0.030146844606350254 -0.074116488060215188 0.038832689841741146 0.028967953341118874 -0.065836552635903156 -0.091136112237227188 0.026768767941455024 -0.0015512844088354438 -0.068827353968885369 -0.043674374465322671 -0.019083284906955295 0.032736212276953107 -0.049271431525568635 -0.070970836452590891 0.02088474171966263 0.0089667606432612106 0.0023973785385889364 -0.065942635820755421 -0.0031283337374949463 -0.052311288206444331 0.030663920605056374 leaf_weight=3.1595863290131092 5.4593142629601052 2.9631116008386007 13.790555217070507 6.4779210812412202 11.951125663705168 3.5771809327416113 4.5388415120542041 2.6058917697519055 4.5423812866210929 14.946905483957378 3.2591786785051218 8.3914615996181947 14.08944867923856 6.4316180511377725 5.7882247082889071 25.283392336219549 14.057068674825139 4.4278134503401816 5.0119471573270857 6.4437755132094017 10.530446114018558 4.2300973515957585 3.3264750866219392 3.2414723522961113 193.07593020610511 306.12892456003465 8.1103123556822538 339.15918721701019 9.8723576185293478 31.28408682718873 leaf_count=102 24 46 246 22 321 24 32 8 64 70 53 32 67 76 69 88 73 72 83 40 56 74 55 11 1316 2328 183 2103 129 133 internal_value=-4.73926e-05 -0.000217216 -2.28944e-05 -0.00591095 -0.0016955 -0.0326956 -0.0363316 0.00242784 -0.000349052 0.00279969 -0.00170312 0.000993539 -0.00301931 -0.0146888 -0.0370195 0.0138835 -0.0217311 -0.0324339 0.000943987 0.0138884 0.00116113 0.00140835 0.00104115 0.00127916 0.00761285 -0.000503524 -0.0411493 0.000168638 -0.00451947 0.00501818 internal_weight=1076.16 1070.7 1067.73 150.603 132.273 15.5283 18.3294 116.745 110.267 105.725 90.7779 87.5187 79.1272 46.8101 26.2769 32.3171 20.4887 7.03371 917.131 20.5332 913.971 908.959 898.429 894.199 196.402 697.796 11.3518 686.445 349.032 337.413 internal_count=8000 7976 7930 1357 1079 345 278 734 712 648 578 525 493 325 218 168 149 80 6573 107 6471 6388 6332 6258 1371 4887 194 4693 2232 2461 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=31 num_cat=0 split_feature=534 368 573 163 33 58 31 77 11 239 76 11 36 47 31 31 7 32 19 242 33 107 239 33 13 32 241 179 595 6 split_gain=2.38058 4.68191 2.68334 2.41901 8.12475 6.72131 6.66213 5.90049 5.54646 9.46261 4.78947 4.70715 4.69217 6.81085 5.17477 6.68763 4.96392 8.72671 5.61925 7.97813 5.51911 4.25517 3.9354 4.85732 4.15512 8.19615 5.16023 3.90036 3.82828 5.05697 threshold=3149.8875000000003 76083.750000000015 0.92983976905486043 1.0000000180025095e-35 0.62037702305691089 0.098750000000000018 0.71436012375388624 3.5000000000000004 -7514.9999999999991 0.26835182245229944 0.030900000000000004 -9666.4999999999982 0.98735000000000006 0.013150000000000002 0.50328112624234611 0.81945889535194838 15133.500000000002 0.55225431482782328 1.0000000180025095e-35 0.15235185185185182 0.35646599251300187 3.5000000000000004 0.040803310135746361 0.42149030819906586 -4065.4999999999995 0.23201091826774928 85034.250000000015 1.0000000180025095e-35 -28.499999999999996 270022.50000000006 decision_type=8 8 8 2 10 8 10 10 8 10 10 8 10 10 10 10 2 10 2 2 10 10 8 10 2 8 2 2 8 2 left_child=-1 -2 -3 11 5 7 -6 10 -7 12 -5 -4 13 14 16 -16 17 20 21 -20 -10 22 -18 24 -24 -26 -27 28 29 -13 right_child=1 2 3 4 6 8 -8 -9 9 -11 -12 27 -14 -15 15 -17 18 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.044771055620435929 -0.066444410113446178 0.048032939689329875 -0.061370751299991082 0.002207053435040812 -0.059040341679779985 0.046972462592239639 0.034337047459014294 0.017299172606458982 -0.093626921695029675 -0.071919381099850577 -0.070232827442819432 0.022921744870805536 0.028210254944317639 -0.072477929618937773 -0.065665588163185212 0.02864630104168019 0.044879115651488284 0.022933185790420245 0.026811171063858275 -0.063921320072622231 -0.013509215449766743 -0.024694045614227892 0.023200753778451901 0.040373809216837274 0.028697167957658129 -0.08643196424072451 -0.0075018484935545915 0.041062579021762392 0.0010321023740862496 -0.070751207069166336 leaf_weight=2.954681096598506 2.6583200977183878 2.8989797737449408 3.0325519932666793 3.1011494398117092 11.176011924399061 6.4173692218028009 2.3039377388777202 4.3123689759522668 4.3758532367646676 4.4924532207660368 8.6359570026397687 2.2162380907684565 14.876781726256011 3.3096494178753337 5.9777649599127454 2.741794393863529 13.08691919967532 6.3720639566890886 4.3016029996797425 5.5470431726425886 4.2250845395028591 5.5834125643596044 11.473558884114013 11.21135557303205 5.7185038514435425 4.3761863447725773 3.9306332990527153 6.0430564712733021 900.71310909488238 4.1178242894820869 leaf_count=9 54 10 103 32 335 25 42 23 43 70 142 22 73 56 107 18 30 39 21 60 32 39 40 46 15 44 25 20 6353 72 internal_value=-4.74272e-05 -0.000171278 -6.09832e-06 -0.000137026 -0.00607853 -0.00235811 -0.0430807 -0.0327165 0.00177038 -0.000828876 -0.0510929 0.000819891 0.00215288 -0.00205013 0.000571177 -0.03601 0.00454827 -0.0214148 0.0105079 -0.024292 -0.0542703 0.0166966 0.0213375 0.012945 0.000885164 -0.0173703 -0.0490837 0.00102644 0.000759704 -0.0379758 internal_weight=1072.18 1069.23 1066.57 1063.67 147.547 134.068 13.4799 16.0495 118.018 111.601 11.7371 916.123 107.108 92.2314 88.9218 8.71956 80.2022 14.973 65.2292 9.84865 8.60094 55.3806 49.7972 36.7102 25.4989 14.0253 8.30682 913.09 907.047 6.33406 internal_count=8000 7991 7937 7927 1357 980 377 197 783 758 174 6570 688 615 559 125 434 114 320 81 75 239 200 170 124 84 69 6467 6447 94 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=31 num_cat=0 split_feature=199 33 641 613 11 32 633 633 633 81 616 636 30 630 242 33 76 631 13 31 9 32 72 57 13 24 125 239 239 13 split_gain=2.37733 5.46314 2.90574 2.67087 6.24221 4.87062 4.21499 3.35912 3.79003 4.31292 4.07025 3.72409 4.56328 3.6472 7.49179 5.10378 3.87844 3.29317 3.80522 4.7015 3.34976 8.96009 10.8383 9.23158 11.0609 7.94107 9.38526 6.59022 6.27519 6.14029 threshold=1.0000000180025095e-35 0.15616460085750158 240339.66750000004 1.0000000180025095e-35 -1804.4999999999998 0.62039098924182789 -79.499999999999986 -2120.9999999999995 -1541.9999999999998 -2137.4999999999995 0.99978647738677529 -36.999999999999993 1.0000000180025095e-35 11622.375000000002 0.17612894736842108 0.37825236717528976 0.10525000000000002 -660.49999999999989 -2715.9999999999995 0.40813481180183203 0.029709000000000003 0.63641540506261929 0.056850000000000005 0.029750000000000002 -366.49999999999994 15.500000000000002 1.0000000180025095e-35 0.18633590858421498 0.13502513210263109 -3679.4999999999995 decision_type=2 8 10 8 10 10 10 8 8 2 8 10 2 10 2 8 10 8 2 8 2 8 8 10 2 2 2 8 10 2 left_child=2 -2 3 4 -1 -6 7 -5 9 -9 -10 13 -13 17 15 -15 -17 18 19 -12 -19 22 -22 24 -23 26 29 -27 -25 -24 right_child=1 -3 -4 6 5 -7 -8 8 10 -11 11 12 -14 14 -16 16 -18 20 -20 -21 21 23 25 28 -26 27 -28 -29 -30 -31 leaf_value=-0.062451677686044454 0.039292458250430914 -0.079915715771881529 0.03923254670143763 0.022384497103784127 -0.042483399175518057 0.031111166141390867 0.047824401366322183 0.025237011748654267 0.05245651655569631 -0.074488190416142797 0.03737456741180005 -0.073532473775288001 0.0071271464841004169 0.033414201284355183 -0.076053532609747149 -0.066897698708762263 0.03597910041438148 0.0012115379199449498 0.043604413134412622 -0.065355225964411345 -0.073976367345339342 -0.051545078627301011 -0.02249147148635109 0.023767251131178772 0.027790209365649517 0.0032041256838660722 -0.057785585553489296 0.05305792045149843 -0.061357224310229219 0.011932520554894289 leaf_weight=5.6666573106776932 1.4899976551532734 2.7076185806654394 4.7229423746466628 16.520714704412967 3.5823953901417536 6.0364634990692139 4.6312720654532304 1.5729572903364895 3.666709603741765 3.4890571939758956 2.2758527183905235 3.8195280199870458 3.2417334159836173 5.3149090260267231 4.7995760669000438 3.3259526677429685 1.2644326677545903 828.69369068392552 8.9901699936017376 2.1811144761741161 4.5521909343078724 28.237013063859191 17.953190435655415 11.998380437958984 5.2028758837841478 13.158037786837669 7.2149429847486308 13.359221685212104 2.6416640088427803 46.521538089960814 leaf_count=123 4 54 18 92 36 27 13 8 9 51 7 74 20 17 78 60 11 5654 31 35 74 635 173 110 30 93 113 45 80 225 internal_value=-4.70064e-05 -0.0376012 0.000101062 -7.33074e-05 -0.0208225 0.00370201 0.000230306 1.83616e-05 -0.000342668 -0.0434998 -0.000128155 -0.000318166 -0.0365027 -6.46064e-05 -0.0247834 5.93632e-05 -0.03856 0.00030145 0.0248769 -0.0128985 -3.59243e-05 -0.00688935 0.00144633 -0.0247048 -0.0392014 0.0049424 -0.00370478 0.0283201 0.00840731 0.00234705 internal_weight=1068.83 4.19762 1064.64 1059.91 15.2855 9.61886 1044.63 1040 1023.47 5.06201 1018.41 1014.75 7.06126 1007.68 14.7049 9.90529 4.59039 992.98 13.4471 4.45697 979.533 150.839 102.759 48.0799 33.4399 98.2069 71.6897 26.5173 14.64 64.4747 internal_count=8000 58 7942 7924 186 63 7738 7725 7633 59 7574 7565 94 7471 166 88 71 7305 73 42 7232 1578 723 855 665 649 511 138 190 398 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=31 num_cat=0 split_feature=42 55 105 103 81 59 45 111 105 240 9 34 46 81 159 9 24 107 24 146 243 13 631 105 185 19 118 10 24 4 split_gain=2.36214 5.33607 5.88525 4.84483 4.4864 3.45067 6.42033 5.38556 5.16535 4.22942 9.06114 3.95813 3.76123 4.38814 6.07363 3.38284 11.6818 12.0148 6.33618 7.88391 6.3207 11.221 5.91221 6.38071 6.73765 5.66142 4.78909 4.91144 4.43437 11.298 threshold=0.38020000000000004 0.60415000000000008 1.5000000000000002 1.0000000180025095e-35 -439.49999999999994 0.24195000000000003 0.19575000000000004 1.0000000180025095e-35 3.5000000000000004 0.19092581756208668 0.020479500000000001 0.36235000000000006 0.014750000000000001 -982.49999999999989 1.0000000180025095e-35 0.031042000000000004 15.500000000000002 2.5000000000000004 16.500000000000004 1.0000000180025095e-35 0.049002083121633962 -1606.4999999999998 -414.99999999999994 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -16181.499999999998 10.500000000000002 1.0000000180025095e-35 decision_type=10 10 10 10 2 10 10 2 10 2 2 8 10 2 2 2 2 8 2 2 2 2 10 10 2 2 2 2 2 2 left_child=5 2 3 -2 -3 6 8 -8 12 -7 -11 -12 15 14 -14 18 17 22 -1 25 28 -22 23 24 -17 26 27 -20 -19 -30 right_child=1 4 -4 -5 -6 9 7 -9 -10 10 11 -13 13 -15 -16 16 -18 20 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0016320991476365433 -0.061312235184307257 0.034164392538651077 0.03962137668610817 0.053897996148032271 -0.045889663689821655 0.031793345937508835 -0.070580026402363369 0.021991506449790744 -0.066784136080008633 -0.052302209355284568 0.029427955583092892 -0.032991380282146626 -0.068314536779026144 0.02922164792084327 0.044652147429018671 -0.058864351171224363 0.019762541198394701 0.03551747344470553 -0.061555418550077026 0.044588803464997634 -0.061142907574101325 0.01767047482624098 0.039783895271169496 0.040058351525225841 0.045154995624379739 -0.070824002385595483 -0.066557109044129925 0.0041771816136895379 -0.068722195941884959 0.038787051856969651 leaf_weight=829.25195179495495 10.130760258296505 6.7365196379832923 2.138867891393601 1.0028358791023499 2.3644008208066207 18.999806105159223 5.7314505118411025 2.1644878876395524 2.8815486289095125 6.1128538916818824 14.399736221879722 3.083627648651599 2.9750281996093717 20.759030431043357 1.9828710118308661 27.335412543965511 26.193998123519123 13.064773317426445 3.4549975909758421 4.1129546673037103 9.3629734260030109 8.7243228605948371 2.0941679193638256 1.9697311115451146 1.6507656630128611 6.4284521904774001 4.1660806296858928 16.010502088116485 4.3876165945548546 5.5157844247296453 leaf_count=5471 214 49 14 3 29 78 128 18 74 89 80 42 56 91 8 492 235 56 84 20 144 51 11 9 5 135 81 134 77 22 internal_value=-4.68137e-05 -0.0161217 -0.0363417 -0.0509349 0.0133665 0.000298069 -0.000295478 -0.0452037 6.1858e-05 0.0142354 9.77234e-05 0.0184187 0.000256533 0.0191281 -0.0231344 -0.000247052 -0.0089386 -0.0190836 0.000762599 -0.0203369 -0.00101995 -0.0231276 -0.0415225 -0.0470229 -0.0529404 -0.0292204 -0.017903 -0.00748992 0.0163897 -0.008844 internal_weight=1065.19 22.3734 13.2725 11.1336 9.10092 1042.81 1000.22 7.89594 992.323 42.596 23.5962 17.4834 989.441 25.7169 4.9579 963.724 100.3 74.1055 863.425 34.173 41.0555 18.0873 33.0501 30.9559 28.9862 30.06 23.6316 19.4655 22.9682 9.9034 internal_count=8000 309 231 217 78 7691 7402 146 7256 289 211 122 7182 155 64 7027 1102 867 5925 454 350 195 517 506 497 434 299 218 155 99 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=31 num_cat=0 split_feature=31 27 33 10 6 8 0 211 52 79 12 35 66 243 50 241 38 57 9 76 46 12 76 77 158 5 240 14 13 631 split_gain=2.41349 2.40159 9.75437 5.6214 9.92969 5.06201 3.94657 3.9048 4.00844 6.84327 6.60711 6.53101 5.57012 5.37712 4.74596 7.90971 4.67048 9.56928 10.7418 7.74262 6.66868 4.57595 4.34709 8.33219 4.26164 4.23979 3.86909 3.70248 9.9542 9.89301 threshold=0.056106464723230109 1.0000000180025095e-35 0.32885910741650776 -11747.999999999998 519097.50000000006 584284.50000000012 100324.00000000001 1.0000000180025095e-35 0.086850000000000024 3.5000000000000004 -216.49999999999997 inf 0.04685000000000001 0.026536905352765105 0.98585000000000012 99816.750000000015 0.022650000000000003 0.033650000000000006 0.020479500000000001 0.054850000000000003 0.0061000000000000004 -1272.9999999999998 0.079150000000000012 4.5000000000000009 1.0000000180025095e-35 89550.000000000015 0.172354009977321 4.5000000000000009 -2358.4999999999995 -2444.4999999999995 decision_type=8 2 10 2 2 10 2 2 10 10 2 8 10 2 8 2 10 8 2 10 8 2 8 10 2 2 2 8 2 8 left_child=-1 7 3 4 -3 -6 -4 8 12 10 11 -10 13 -2 24 -16 27 19 -19 -18 25 -17 -21 -24 26 -20 -14 28 29 -15 right_child=1 2 6 -5 5 -7 -8 -9 9 -11 -12 -13 14 16 15 21 17 18 20 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.032421115702206064 -0.059538039942463129 -0.09505643857311713 0.040448662424149559 0.028777685012476364 0.045534908327523001 -0.035136597403238455 -0.066234518353772295 -0.054658672861965601 -0.065709998732772543 0.02203607530626055 0.037081867062051369 0.051977034338151401 -0.028868954159658268 0.052742800974748573 -0.052431631906673062 -0.026454471819248562 -0.074616502390533399 -0.076010023397584808 0.036162583712293438 0.042546346665173457 0.023628886930463847 0.055965667525586571 -0.071712115772896101 0.051471783269443398 0.050826344743708222 -0.078183576813606825 0.022117067239397326 0.0016771383266926459 0.0082791554485277651 -0.050427695624948865 leaf_weight=5.6927955374121657 3.7852550528477868 3.2193546295166033 0.96256122644990583 11.529668745584784 4.3182213827967644 3.5376113373786211 8.7226765117375162 3.2333558704704037 11.44982155994512 6.4918168885633341 2.3842565175145873 1.3141671661287553 4.3391958503052619 2.6489563975483179 5.9662550142966193 2.6777130700647831 2.3219249886460629 10.25045813014731 1.0421148464083643 10.189706980949264 7.2917330563068399 4.5381450792774558 2.8612752137705693 2.638724991120398 11.282603300176559 3.6500422379467636 26.112533817067742 852.0013174789492 25.782637381926179 18.916689809877429 leaf_count=14 96 33 6 42 8 39 173 38 212 37 11 4 35 6 97 40 40 179 5 35 50 13 52 5 34 72 141 6001 180 302 internal_value=-4.73372e-05 -0.000222461 -0.0136482 0.00434008 -0.0211003 0.0092072 -0.0556319 0.000201239 0.000375153 -0.0209147 -0.0393213 -0.0535931 0.000836652 -6.44628e-05 0.0163164 -0.00983739 0.000175132 -0.016489 -0.0384329 0.0105994 -0.00629113 0.0253806 0.0232105 -0.0126124 0.0245773 -0.0527876 0.0148519 0.000920855 -0.012688 -0.037755 internal_weight=1061.15 1055.46 32.2901 22.6049 11.0752 7.85583 9.68524 1023.17 1019.94 21.6401 15.1482 12.764 998.297 943.381 54.9164 13.1821 939.596 40.246 22.2343 18.0116 11.9839 7.21586 15.6897 5.5 41.7343 4.69216 30.4517 899.35 47.3483 21.5656 internal_count=8000 7986 301 122 80 47 179 7685 7647 264 227 216 7383 7023 360 150 6927 438 306 132 127 53 92 57 210 77 176 6489 488 308 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=31 num_cat=0 split_feature=244 45 34 179 14 14 13 81 32 13 24 81 105 81 10 32 143 242 5 38 81 9 6 594 33 11 242 8 51 43 split_gain=2.2909 2.38544 5.97556 2.30067 2.89991 9.58392 7.75564 8.4594 6.92837 9.33028 5.03253 4.79059 4.42493 6.2494 3.8443 3.22635 2.73567 10.975 10.5452 8.81758 7.41465 7.21551 6.92465 6.28668 5.32606 8.41199 5.34503 5.36371 3.61406 6.62121 threshold=-215.49999999999997 0.0020500000000000002 0.0046500000000000005 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 -2358.4999999999995 -1394.4999999999998 0.46652901169484512 -502.49999999999994 13.500000000000002 -1972.4999999999998 1.0000000180025095e-35 -1420.4999999999998 -12439.999999999998 0.16208962303452537 1.0000000180025095e-35 0.17336165577342047 223875.00000000003 0.021700000000000004 -801.49999999999989 0.034176500000000005 902250.00000000012 -16.499999999999996 0.66505159233462885 -910.49999999999989 0.22638794567062817 474750.00000000006 0.82035000000000013 0.04685000000000001 decision_type=8 8 8 2 8 8 2 2 10 2 2 2 10 2 2 10 2 2 2 8 2 2 2 10 10 8 2 10 10 8 left_child=-1 -2 -3 4 5 6 7 12 -8 11 -9 -10 13 -4 -12 -7 23 18 21 -19 -20 -18 24 28 25 26 -21 -28 -6 -30 right_child=1 2 3 -5 16 15 8 10 9 -11 14 -13 -14 -15 -16 -17 17 19 20 22 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.041843927357472062 0.03638034273160181 -0.071527348733552862 -0.062764612803869413 0.02982988321563132 0.0022938905837975687 0.032768660708005728 0.037404852629400215 -0.075951901150551712 0.040056776134746064 0.032869122561899923 -0.063286128910283498 -0.0699569031326054 0.041477947289308398 0.051518369835007641 0.031037963329744813 -0.071971872809217824 -0.075343947408825662 0.042160946502690921 -0.072213106722432294 -0.092243815852449909 0.024410924723928772 0.02166996926047015 -0.064671494956000622 -0.074301701619954683 0.046744644495255699 0.0255320259246632 0.016971686839932561 -0.068383262835480768 0.0071675732967879857 -0.029961300728504295 leaf_weight=3.2682390380650759 4.5070100664161137 2.9178010635077944 3.4816691162995994 6.4784241830930105 860.30490007519256 0.81797583401202967 15.352100376039749 8.0267433309927565 1.1911283340305088 6.1761051943758485 1.8929906073026357 5.8470827024430037 5.1780362345743924 1.8223569989204387 2.5158902099356046 7.2679025419056416 13.101399783976378 12.445395810296757 2.5686562187038353 3.2986940527334792 8.7447787388227862 2.2450683710630974 4.5529439912643275 2.7400327250361434 5.3269457714632145 9.3350358875468462 4.7302883651573211 3.0128514976240695 23.509409107966349 24.542942337924615 leaf_count=42 23 53 84 27 5946 2 43 132 7 32 51 105 26 4 15 138 222 52 55 46 53 20 87 39 32 39 28 39 220 338 internal_value=-4.70211e-05 8.25909e-05 -7.32985e-05 0.000125925 -5.91035e-05 -0.0107704 -0.00282242 -0.0244887 0.0145596 -0.0119815 -0.0523784 -0.0513385 0.00859884 -0.0234993 -0.00946089 -0.0613762 0.000591683 -0.00898045 -0.0341518 0.00673457 0.00247294 -0.0611516 -0.00783722 0.00132041 0.00222989 -0.00940721 -0.0389457 -0.0162399 0.00154852 -0.0117962 internal_weight=1057.2 1053.93 1049.43 1046.51 1040.03 59.57 51.4841 22.9177 28.5664 13.2143 12.4356 7.03821 10.4821 5.30403 4.40888 8.08588 980.459 69.3621 26.6599 42.7022 11.3134 15.3465 30.2568 911.097 25.7038 20.3769 11.0418 7.74314 908.357 48.0524 internal_count=8000 7958 7935 7882 7855 639 499 312 187 144 198 112 114 88 66 140 7216 673 350 323 108 242 271 6543 184 152 113 67 6504 558 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=31 num_cat=0 split_feature=13 13 242 241 32 13 33 242 9 159 13 160 241 79 614 12 12 11 81 143 107 33 12 241 30 240 59 559 13 33 split_gain=2.60049 2.57371 9.18245 12.9595 11.8359 7.13132 4.9471 6.40365 7.42231 3.70798 6.2517 3.69541 3.54388 6.96594 8.70536 8.01244 11.9324 10.9747 8.76897 10.3323 7.91033 11.2512 7.11946 14.6482 6.87311 8.0779 5.63105 5.3409 5.23667 8.58697 threshold=-5540.9999999999991 -4843.4999999999991 0.21817210526315786 99816.750000000015 0.28596708180499503 -4780.9999999999991 0.43207673244837458 0.2035383928571429 0.0086000000000000017 1.0000000180025095e-35 -5038.4999999999991 1.0000000180025095e-35 42017.250000000007 1.5000000000000002 1.7500000000000002 -3985.4999999999995 -5149.4999999999991 -4927.9999999999991 -1333.4999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.25601867163629516 -594.49999999999989 37181.250000000007 1.0000000180025095e-35 0.21658280940586913 0.0078500000000000011 -1559.4999999999998 -4552.4999999999991 0.30543724103342862 decision_type=2 2 2 2 8 2 8 2 2 2 2 2 2 10 10 2 2 10 2 2 8 8 2 2 2 2 8 10 2 10 left_child=-1 2 4 -4 -2 11 7 8 -6 10 -8 -3 13 14 15 16 20 -17 19 -19 -7 -22 -20 -24 -15 -26 -23 28 29 -14 right_child=1 5 3 -5 6 12 9 -9 -10 -11 -12 -13 27 24 -16 17 -18 18 22 -21 21 26 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.059679590358642835 -0.071924790433176927 -0.074063329768385117 -0.071312408510574452 0.031218182635709048 0.033675439769253072 0.018776024895433219 -0.036884169104943063 0.059646805621650957 -0.071967515397896573 0.058128243980933081 0.038601457411519303 0.01762662172281006 0.0012340300974088732 0.022736206909807821 0.03748519652931441 -0.075778406753563607 -0.069601032528248688 -0.076112614334458373 0.021746397339713008 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7.09613 7.82565 6.47882 5.94541 5.38517 5.38423 5.29678 12.6307 13.0031 7.9225 6.30679 6.09722 7.87281 threshold=8398.4850000000024 0.065050000000000011 0.058350000000000006 0.78580000000000017 1.0000000180025095e-35 0.093920388437701716 86400.000000000015 0.0087500000000000026 102873.50000000001 0.064350000000000004 0.21250000000000005 0.58060556429891952 0.029373669270371904 0.32105000000000006 78150.000000000015 0.13325000000000004 -9870.4999999999982 60375.000000000007 0.11035000000000002 1.0000000180025095e-35 1.9706621701069402 -2272.9999999999995 0.19507561784403518 0.6792592773878654 0.049040028490028455 0.67770697478192943 1.5000000000000002 10683.540000000003 37181.250000000007 0.09431142857142856 decision_type=10 10 10 10 2 2 2 8 2 10 10 10 2 10 2 8 2 2 8 10 8 2 8 2 2 10 8 10 2 2 left_child=1 2 10 21 5 -3 -7 8 -8 -9 23 14 -13 -14 15 17 20 -11 -19 22 -16 -4 -17 -1 -25 26 28 -28 -26 -30 right_child=-2 4 3 -5 -6 6 7 9 -10 11 -12 12 13 -15 16 19 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=0.00070960437912272482 0.029163928537013929 -0.069976316926253529 0.027105874179021217 0.033590685376265486 -0.074288583725858448 0.029286804059306865 -0.042813551771718132 -0.070970262994385455 0.030357373398791777 0.018737700544148084 -0.071096996585526762 0.024706761958944803 -0.052095806212705612 0.0048605747303176296 -0.047043729948241228 0.023403204270605039 -0.052830429842058074 -0.073293184060394173 0.022263386630553744 0.0098615900813458189 0.016130014805112183 -0.062725607298018335 -0.070153238026035056 0.025271374107093292 0.032553818337917088 0.020318757867487439 -0.069415434022002592 0.017837152044697876 -0.072736691325672412 0.0037006050833475754 leaf_weight=673.9174700967269 6.5877287634648374 2.6956032034941009 1.9029754367657012 4.7308369542006394 2.554184401058591 27.86234987527132 3.6696358912158749 3.4134137858636668 30.586810898967087 31.636844025924802 2.9720551109639919 7.1101914080791166 16.134080243762586 10.042004887713118 3.8610045110108331 1.7483403608202941 5.5690144877880803 4.9775576703250382 3.7619034647941598 4.4849082501605144 105.213612558553 13.530327402520925 12.773983237799257 15.714506746269761 4.8749589603394297 11.753697339445351 19.275337200844664 2.3203681358136228 6.4281688439659757 7.0777827650308609 leaf_count=4667 30 38 12 26 42 160 53 69 184 150 61 81 383 166 50 6 73 69 21 26 643 185 174 86 21 110 251 12 93 58 internal_value=-4.74295e-05 -0.000232004 -0.00171961 -0.0316505 0.00385749 0.00458188 0.00531848 0.00259253 0.0225191 -0.000646805 -0.000908774 0.00051107 -0.0185073 -0.0302455 0.00414872 -0.00840734 0.0106526 0.0077207 -0.0321608 -0.0426675 0.0138938 -0.0516491 -0.05889 -0.000627396 -0.0139869 -0.0259127 -0.0395054 -0.0600405 -0.0153786 -0.0326798 internal_weight=1049.18 1042.59 764.498 20.1641 278.095 275.541 272.846 244.983 34.2564 210.727 744.334 207.313 33.2863 26.1761 174.027 59.3835 114.644 40.3763 8.73946 19.0072 109.075 15.4333 14.5223 741.362 67.4448 51.7303 39.9766 21.5957 18.3809 13.506 internal_count=8000 7970 5582 223 2388 2346 2308 2148 237 1911 5359 1842 630 549 1212 446 766 240 90 206 693 197 180 5298 631 545 435 263 172 151 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=31 num_cat=0 split_feature=196 43 78 78 242 9 243 162 33 8 57 243 32 33 12 160 203 12 0 0 20 9 10 6 35 11 12 14 7 10 split_gain=2.20517 2.40403 2.20991 2.2715 5.80076 8.93955 7.03159 8.92195 6.50706 3.93492 3.88012 3.80164 5.30043 5.58717 3.63417 3.61904 3.45209 3.45426 9.34964 10.9613 10.0846 8.83623 8.7821 8.68188 9.68792 7.59849 6.23601 9.13986 6.50256 5.73498 threshold=1.0000000180025095e-35 0.010650000000000001 2.5000000000000004 1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 0.029339801091616002 1.0000000180025095e-35 0.37825236717528976 915750.00000000012 0.041350000000000005 0.06189217885145306 0.65940863198499422 0.11392442368259932 -9782.4999999999982 1.0000000180025095e-35 1.0000000180025095e-35 -8303.4999999999982 109737.00000000001 108353.00000000001 1.0000000180025095e-35 0.0069360000000000003 -23125.999999999996 260604.00000000003 0.10925000000000001 -343.49999999999994 -8477.9999999999982 3.5000000000000004 16593.750000000004 -18236.499999999996 decision_type=2 8 10 8 2 2 2 2 10 8 8 2 10 10 2 2 2 2 2 2 2 2 2 2 8 10 2 10 2 2 left_child=2 -2 3 16 9 6 -6 8 -8 11 -10 -5 13 -13 -11 -15 17 18 19 21 -20 -1 -23 24 -24 26 27 28 -25 -30 right_child=1 -3 -4 4 5 -7 7 -9 10 14 -12 12 -14 15 -16 -17 -18 -19 20 -21 -22 22 23 25 -26 -27 -28 -29 29 -31 leaf_value=-0.055006795435596251 0.026221709558760201 -0.06574071570042743 -0.044786034354446724 0.018823211976902839 0.042801956166109073 -0.077463770873402338 0.009203417548803711 -0.096802445722197261 0.029418513543500325 0.031692160370175089 -0.07023990981509419 0.0071144590672587178 0.029730219789871788 -0.079051127037932614 -0.070276644940942504 0.0090861823406056964 0.031428799262713622 -0.0024968820579733034 -0.051801833922923861 0.035283547817953391 0.044431827950248359 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-0.0019393 -0.0124758 -0.00371209 0.0121339 -0.049781 0.0140253 -0.00531962 -0.023898 -0.0367678 -0.0577626 -0.000750127 -0.00105124 0.00571837 0.00985817 -0.0306434 0.00212687 0.00574376 0.00902945 0.0325098 -0.00061958 0.00289318 -0.00309016 0.0049824 0.0093585 internal_weight=1044.93 3.49902 1041.43 1038.69 148.026 41.6678 37.2896 30.1819 27.3405 106.358 5.9866 102.397 20.3496 13.2999 3.96049 6.35762 890.669 882.412 155.278 139.407 15.8715 106.901 100.536 95.8001 27.9021 67.898 65.0299 56.5806 48.719 46.0747 internal_count=8000 64 7936 7903 912 302 239 209 177 610 91 557 142 111 53 81 6991 6959 1388 1176 212 1013 919 808 168 640 597 558 425 377 is_linear=0 shrinkage=0.05 Tree=141 num_leaves=31 num_cat=0 split_feature=238 48 239 10 88 159 0 9 4 0 81 77 243 11 32 10 0 10 169 9 10 162 242 24 76 62 207 9 0 33 split_gain=2.16416 2.60338 3.67598 2.5189 4.7353 8.95794 5.6897 10.0587 8.03436 12.7484 7.18326 6.3146 5.28823 6.97646 4.93691 5.22561 4.04597 3.62903 3.25962 8.36583 6.21339 4.0176 3.57906 2.89912 10.4941 13.4596 7.6703 7.13424 9.14302 7.10095 threshold=1.0000000180025095e-35 0.016300000000000005 0.06650642546047926 -9870.4999999999982 1.0000000180025095e-35 1.0000000180025095e-35 108178.50000000001 0.019394999999999954 1.0000000180025095e-35 100594.00000000001 -1.0000000180025095e-35 1.5000000000000002 0.05454040816326531 -409.49999999999994 0.050590068756949359 -8494.4999999999982 101178.50000000001 -9920.4999999999982 1.0000000180025095e-35 0.010599500000000001 -10425.999999999998 1.0000000180025095e-35 0.26580500000000001 13.500000000000002 0.045150000000000003 0.023400000000000004 1.0000000180025095e-35 0.006264500000000001 110855.50000000001 0.31004680515156863 decision_type=2 10 8 2 2 2 2 2 2 2 2 10 2 10 10 2 2 2 2 2 2 2 2 2 8 8 2 2 2 8 left_child=3 2 -2 17 5 6 7 8 9 -5 -9 14 13 -8 -11 -16 -7 18 23 21 -21 22 -20 -1 25 -25 27 29 -29 -26 right_child=1 -3 -4 4 -6 16 12 10 -10 11 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=-0.0012896831417252091 0.043928308869069524 0.053291458211587844 -0.038724683426888333 0.047039683161346324 0.021018923894270417 0.01166425955505059 -0.081262694396573451 -0.076897966141526636 0.033935002693761339 0.047208448309829343 0.017560427981579915 -0.099143239576703124 0.032307763949781271 0.018856148794276873 -0.08495811707028697 0.0051875863243816475 -0.083365822885841892 0.034376852259130598 -0.051174455970196965 -0.066045506645051141 0.046645205590706791 0.04702981931356616 0.035487904752794154 0.0047291263690130711 0.016002284623741578 -0.070813472518129347 -0.015114509671967133 0.01457930126911623 -0.045523891020278193 -0.063587610670427341 leaf_weight=636.3795260284096 2.5712315137498063 4.1708907440770417 2.82128113694489 4.78361687622965 11.351911617442964 1.3751241033896793 2.8709580162540087 9.4545869817957264 9.9497469384223205 1.8917840197682361 2.5570556558668605 4.1723663909360758 13.44190520653501 4.4168698526918906 3.5879640416242151 2.912709964439276 6.0385130676440895 7.8145328294485799 3.0568767315708119 9.0303109611850214 1.4148276485502709 4.6805008528754115 1.9522281251847742 14.163243466988208 5.0831486731767628 10.102141398238016 32.502048033755273 214.32015542779118 6.5200339439325026 6.2460950189270088 leaf_count=4829 10 9 35 12 50 7 40 124 33 4 10 47 44 24 50 17 71 30 41 137 3 14 10 133 21 197 297 1478 104 119 internal_value=-4.72904e-05 0.0236286 0.000685512 -0.000266676 -0.00885781 -0.0138859 -0.00748307 -0.0186605 -0.00188313 -0.0224257 -0.0567895 -0.0488722 0.0137127 -0.0205845 -0.0238796 -0.0445672 -0.0657391 0.000443541 0.000163068 -0.0197394 -0.0507812 0.0137229 -0.017399 0.000596142 0.00474965 -0.0267207 0.00763488 0.0108196 0.0128048 -0.0278776 internal_weight=1041.63 9.5634 5.39251 1032.07 78.8051 67.4532 60.0396 39.3098 27.2982 17.3484 12.0116 12.5648 20.7297 7.28783 8.39246 6.50067 7.41364 953.266 945.451 20.1347 10.4451 9.68961 5.0091 925.316 288.937 24.2654 264.671 232.169 220.84 11.3292 internal_count=8000 54 45 7946 533 483 405 297 163 130 134 118 108 64 71 67 78 7413 7383 205 140 65 51 7178 2349 330 2019 1722 1582 140 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=31 num_cat=0 split_feature=13 13 242 241 32 13 33 242 9 7 160 10 33 43 10 12 12 10 32 73 242 242 105 34 12 0 5 7 10 57 split_gain=2.42207 2.34626 8.32658 11.9688 10.6877 6.43675 4.41332 6.02813 6.8474 3.48489 3.47794 3.1755 9.21622 6.19372 5.96216 8.47443 7.06079 7.05436 6.83149 8.39377 7.634 9.20204 6.39438 5.75948 7.67186 7.17653 4.70732 4.46084 4.25441 8.11764 threshold=-5540.9999999999991 -4843.4999999999991 0.21817210526315786 99816.750000000015 0.28596708180499503 -4780.9999999999991 0.43207673244837458 0.2035383928571429 0.0086000000000000017 12809.250000000002 1.0000000180025095e-35 -23125.999999999996 0.65371291610247184 0.020050000000000002 -21535.999999999996 -10056.499999999998 -12376.499999999998 -22870.499999999996 0.61473576461066948 0.047250000000000007 0.18921785714285713 0.053664285714285657 1.0000000180025095e-35 0.032250000000000008 -1618.4999999999998 100232.00000000001 134550.00000000003 69655.500000000015 -20196.499999999996 0.090700000000000017 decision_type=2 2 2 2 8 2 8 2 2 2 2 2 8 10 2 2 2 2 8 8 2 2 10 10 2 2 2 2 2 8 left_child=-1 2 4 -4 -2 10 7 8 -6 -8 -3 12 -7 23 15 26 -16 -17 20 -20 21 -19 -23 24 25 -14 -13 28 29 -18 right_child=1 5 3 -5 6 11 9 -9 -10 -11 -12 14 13 -15 16 17 27 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.059184110172516728 -0.070522531091967364 -0.072418590966565471 -0.070118688558779368 0.029949310957915521 0.032452742563770141 -0.056948426513063088 -0.017011955171064092 0.058778885102929113 -0.070837015757011484 0.042678984065138897 0.017225988960657142 0.051431186024651333 0.065639142494238301 -0.062084640163890731 -0.064986385975263822 -0.067815875100614528 -0.055890522790613933 0.053944380728771238 0.035686256779476136 -0.068603564104823281 0.033848926186578004 -0.077743326670415877 0.014490108550034143 0.045733269913437548 0.04534439818430868 -0.071911548453166704 -0.0048053202463541212 -0.061435339581439596 0.00064206824801624326 -0.0049814228869285906 leaf_weight=1.728521451819687 2.9804977625608435 4.6882120682857922 6.8213286898098868 5.3174759787507355 2.733633751049636 9.4931149655021745 2.6903664589626741 2.8521416038274765 3.8847483666613698 26.831332339905202 1.4065836127847431 17.787215170450512 1.1709151268005422 3.1563639228697857 4.262552347034215 3.3299752371385685 9.4514170810580236 3.3454628922045222 2.9529495653696332 5.5660068588331351 23.445684498175979 5.2185833826661092 2.9365765238180757 7.9004900315776458 3.6993584805168211 4.9868762106634676 4.7055750703439108 2.9909225832670918 814.35992420464754 45.652324471855536 leaf_count=64 49 87 129 27 11 147 38 4 64 164 14 65 1 72 107 57 157 8 21 122 89 71 16 42 11 86 62 77 5764 374 internal_value=-4.64826e-05 5.21271e-05 0.0101882 -0.0262833 0.0207361 -0.000506119 0.0277117 -0.00198768 -0.0281746 0.0372392 -0.05173 -0.000186377 -0.0160908 0.00245494 0.000324833 0.0144445 -0.000791064 0.00232135 0.00769473 -0.0324533 0.0174817 -0.0158852 -0.0445312 0.0139266 -0.0115663 -0.045756 0.0396663 -0.000477425 -0.000267732 -0.0137134 internal_weight=1038.35 1036.62 54.1115 12.1388 41.9727 982.507 38.9922 9.47052 6.61838 29.5217 6.0948 976.412 30.4071 20.914 946.005 69.288 876.717 46.7952 43.4653 8.51896 34.9463 11.5006 8.15516 17.7576 9.85715 6.15779 22.4928 872.455 869.464 55.1037 internal_count=8000 7936 486 156 330 7450 281 79 75 202 101 7349 359 212 6990 511 6479 384 327 143 184 95 87 140 98 87 127 6372 6295 531 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=31 num_cat=0 split_feature=9 1 633 48 9 32 241 126 240 241 12 32 37 29 8 13 10 10 81 14 125 83 43 212 6 6 0 11 230 6 split_gain=2.16907 2.26406 6.43401 5.61111 9.09414 11.269 8.71979 7.96504 7.07067 6.95371 9.45621 10.2129 9.91586 7.46169 7.3133 6.60296 5.90386 8.78152 11.4728 6.603 6.36072 6.33933 5.73914 5.84593 5.76825 15.8478 10.3735 10.7213 10.7019 9.88862 threshold=0.0013045000000000003 1.0000000180025095e-35 -405.49999999999994 0.057250000000000002 0.0052285000000000014 0.12843832172787026 165300.00000000003 1.0000000180025095e-35 0.093920388437701716 129937.50000000001 -1767.4999999999998 0.44382712384124046 0.62940000000000007 1.0000000180025095e-35 1757250.0000000002 -4975.9999999999991 -21707.999999999996 -19416.499999999996 -1361.4999999999998 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.049650000000000007 1.0000000180025095e-35 1025370.0000000001 886133.25000000012 104242.50000000001 -4927.9999999999991 1.0000000180025095e-35 721197.00000000012 decision_type=2 2 10 10 2 8 2 2 2 2 2 8 8 2 8 2 2 2 2 10 2 2 10 2 2 2 2 10 2 2 left_child=-1 2 -2 4 5 -3 -7 9 -5 14 11 13 -13 -11 22 -10 -17 18 20 21 -18 -19 23 24 25 26 29 28 -28 -6 right_child=1 3 -4 8 7 6 -8 -9 15 10 -12 12 -14 -15 -16 16 17 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.039763239863912961 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16.615272782742977 10.405610971385611 16.031035725260153 3.9375539217144251 127.99413635616656 4.1409881841391316 9.8559005018323642 22.541117182001472 28.773456542287022 29.738626208389178 121.89974300516769 2.8179589267820111 7.7576398076489559 leaf_count=18 2682 16 49 48 634 213 23 85 101 66 93 23 223 27 16 270 77 238 178 69 17 961 70 34 262 151 405 846 6 99 internal_value=-4.65466e-05 -0.000178199 0.0027518 -0.00205146 -0.00555123 -0.0366627 -0.0570601 -0.00375147 0.00432026 -0.00272612 -0.022163 -0.0117173 -0.0415788 0.013083 -0.000348743 0.00538714 0.0065307 0.00283304 -0.0289281 0.00667192 0.0123749 0.00329675 -0.00131044 -0.000566259 -0.00175039 0.000124177 -0.003712 -0.0120657 -0.0375558 0.00803356 internal_weight=1034.66 1031.25 402.183 629.062 406.039 22.2043 16.7212 383.835 223.023 376.21 41.0005 34.4762 15.642 18.8342 335.21 219.866 216.102 180.057 19.4162 160.64 9.01056 144.609 329.621 325.48 315.624 293.083 264.309 154.456 32.5566 109.853 internal_count=8000 7982 2731 5251 3292 252 236 3040 1959 2955 432 339 246 93 2523 1911 1810 1540 272 1268 94 1199 2507 2437 2403 2141 1990 1257 411 733 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=31 num_cat=0 split_feature=31 198 12 34 33 31 151 31 11 31 31 28 160 58 241 24 29 5 71 239 33 44 129 13 13 74 239 14 631 9 split_gain=2.15487 2.32725 7.55014 7.35529 6.27855 4.16868 5.41426 4.85349 6.32384 2.92886 9.36378 7.86612 6.54425 7.70303 5.8869 4.55707 8.98796 8.71146 8.04974 9.10878 6.81454 10.51 6.4477 5.08459 5.21791 4.61521 4.42619 4.57571 4.32173 4.07857 threshold=0.056106464723230109 1.0000000180025095e-35 -4775.4999999999991 0.0085000000000000023 0.46776183050150727 0.66165798289047617 1.0000000180025095e-35 0.20024914172550759 -1049.4999999999998 0.42288731289378884 0.45042301065183066 1.0000000180025095e-35 1.0000000180025095e-35 0.098750000000000018 26280.000000000004 11.500000000000002 1.0000000180025095e-35 102375.00000000001 0.062550000000000008 0.011730421053104251 0.496567359222502 0.049750000000000009 1.0000000180025095e-35 -1076.4999999999998 -4442.4999999999991 0.004850000000000001 0.0092260502063349018 7.5000000000000009 -2474.4999999999995 0.0076745000000000008 decision_type=8 2 2 8 10 10 2 8 8 10 10 2 2 10 2 2 2 2 8 8 8 8 2 2 2 10 8 8 8 2 left_child=-1 9 3 -3 5 6 7 -4 -9 26 -11 12 14 -14 -12 16 17 -16 19 -17 23 -22 29 24 -19 -21 27 -2 -23 -20 right_child=1 2 4 -5 -6 -7 -8 8 -10 10 11 -13 13 -15 15 18 -18 20 22 25 21 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031235438768470097 0.031073469158891254 0.062241298307685794 0.043590370643499327 -0.069869555399427158 -0.058381970888681467 0.055680085328726016 0.044826329110663733 -0.078366312026649496 0.0012490346692972838 -0.065734446714674516 -0.066428981449755842 -0.055268418120239055 -0.06628680631740079 0.029241369878697149 -0.065413994026561229 0.051088857173645225 -0.070489515367435543 -0.035510467264150532 -0.027898753510437909 -0.064435327895835379 0.038667878759289863 0.059097685182032511 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0.000234133 -0.00595701 -0.00351137 -0.00104145 -0.039267 0.00187358 0.00345303 -0.00819987 -0.0011949 0.0107852 -0.0232481 0.00613118 -0.0204288 0.0180103 0.0215684 0.0295736 -0.0446224 0.00142892 -0.0416376 -0.0495394 0.0208482 internal_weight=1030.33 1024.86 34.9897 9.07085 25.9189 22.1039 17.869 12.8959 10.2362 989.868 160.126 153.832 146.826 10.4034 136.422 133.339 51.4966 46.2909 81.8423 14.3319 41.5508 15.2732 67.5104 26.2776 23.2037 11.1313 829.741 5.92351 10.2326 65.3075 internal_count=8000 7986 422 182 240 120 110 99 93 7564 2060 1941 1811 205 1606 1545 655 552 890 263 454 294 627 160 131 253 5504 77 261 580 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=31 num_cat=0 split_feature=671 238 73 61 45 36 52 0 0 19 40 76 12 10 10 53 13 14 7 33 242 0 7 7 13 628 81 41 19 42 split_gain=2.14241 2.30963 2.4635 6.70039 5.92328 9.63528 5.82745 11.2843 9.13743 7.20483 5.65841 7.34576 6.88752 9.99926 10.4369 6.60751 5.92677 8.91213 7.29321 6.35821 8.11778 6.40071 5.91828 16.4619 5.79312 5.59831 5.59829 5.27088 6.69407 5.19119 threshold=8398.4850000000024 1.0000000180025095e-35 0.065050000000000011 0.086250000000000007 0.058350000000000006 0.98435000000000017 0.011450000000000002 111001.50000000001 102496.50000000001 1.0000000180025095e-35 0.071400000000000019 0.072250000000000023 -472.49999999999994 -21005.499999999996 -19416.499999999996 0.62435000000000007 -4052.4999999999995 6.5000000000000009 15450.750000000002 0.39881096876250383 0.15791819043107533 106336.50000000001 34974.000000000007 21152.250000000004 -1398.9999999999998 5683.3875000000007 -264.99999999999994 0.25520000000000004 1.0000000180025095e-35 0.23065000000000002 decision_type=10 2 10 10 10 10 8 2 2 2 10 10 2 2 2 8 2 8 2 10 2 2 2 2 2 10 2 10 2 8 left_child=1 2 3 4 -1 25 8 10 9 -4 11 24 13 29 -15 16 17 -16 -19 22 -21 -22 23 -18 -8 -6 -25 -10 -29 -12 right_child=-2 -3 6 -5 5 -7 7 -9 27 -11 12 -13 -14 14 15 -17 19 18 -20 20 21 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=-0.00090988294878348449 0.028644463276258653 0.024794552050069717 -0.078592018366528515 -0.074977883334679946 -0.066508420626765805 0.023416839382781378 -0.069632341260491698 -0.07101158415224583 0.036502124926015928 0.037920396271923992 -0.017381581826610686 0.029089398294858421 0.024658286040847858 -0.067818877727308255 0.020720889923486377 -0.074145155665725965 0.020519200286221853 0.007952216109176893 -0.066315488254210589 -0.062949798552630609 -0.043068970996763233 0.021569312083936674 0.027876264489558069 -0.078590250998193611 0.01682527606754072 0.029441473080528316 -0.011882458798683198 -0.069039376698196611 0.026232107168301384 0.029336297295106811 leaf_weight=718.59882547368761 6.4649963029660276 9.1379494997672719 3.8753378365654489 3.1273696403950444 11.187565222615378 5.9461173145100465 3.7511108075268567 5.4208622929872936 33.545193897094578 2.0176444971002638 7.721533251926302 33.029186353785917 21.496944230049849 7.8958095656707874 6.7233863146975663 3.6928727100603274 23.929250400513411 4.4563875028397915 12.801802092464639 7.9646681600715992 5.966953095165084 10.693676901981233 24.197715559508651 7.2649018731899542 4.0074404627084723 1.759286350570618 5.5462801940739155 2.9174922518432131 5.0097700213082135 25.862427392974496 leaf_count=5267 30 53 57 52 163 39 73 113 152 17 92 211 131 151 54 60 120 40 220 182 101 74 105 90 23 11 37 61 46 175 internal_value=-4.78052e-05 -0.000229744 -0.00045606 -0.00194615 -0.00163646 -0.0292718 0.00363451 0.000243432 0.0195587 -0.0387004 0.00202343 0.0188053 -0.00186101 -0.00554569 -0.0122386 -0.00836316 -0.00614558 -0.0281135 -0.0471382 1.15419e-05 -0.0214296 -0.00158069 0.00867596 -0.0039696 -0.0249753 -0.0534702 -0.0497108 0.0278369 -0.00883092 0.018595 internal_weight=1026.01 1019.55 1010.41 740.619 737.492 18.893 269.789 222.423 47.3654 5.89298 217.002 40.7877 176.215 154.718 121.134 113.238 109.545 23.9816 17.2582 85.5634 24.6253 16.6606 60.9381 36.7404 7.75855 12.9469 12.8112 41.4725 7.92726 33.584 internal_count=8000 7970 7917 5532 5480 213 2385 2052 333 74 1939 307 1632 1501 1234 1083 1023 314 260 709 357 175 352 247 96 174 127 259 107 267 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=31 num_cat=0 split_feature=179 14 13 81 32 13 105 81 81 240 37 7 85 33 6 199 1 7 6 243 163 48 10 27 241 33 42 81 38 32 split_gain=2.11514 2.74935 8.87391 7.26249 5.74455 8.49693 5.31195 5.09237 4.5988 4.12632 3.12887 2.74332 2.46143 9.18041 7.73406 3.61465 2.77289 7.99703 7.67812 9.03052 8.18116 10.7393 6.55113 7.2597 7.70962 12.5597 9.17111 7.40922 6.95864 9.59796 threshold=1.0000000180025095e-35 4.5000000000000009 -2358.4999999999995 -1394.4999999999998 0.46652901169484512 -502.49999999999994 1.0000000180025095e-35 -1420.4999999999998 -2199.9999999999995 1.0004549590536855 0.83340000000000003 29270.250000000004 1.0000000180025095e-35 0.27716319182680405 90823.500000000015 1.0000000180025095e-35 1.0000000180025095e-35 37804.500000000007 755523.00000000012 0.079778170966896808 1.0000000180025095e-35 0.0037000000000000006 -11631.499999999998 1.0000000180025095e-35 86062.500000000015 0.22571712891307491 0.26730000000000004 -1269.4999999999998 0.006949999999999951 0.17896658583416714 decision_type=2 8 2 2 10 2 10 2 2 2 10 2 2 8 2 2 2 2 2 2 2 8 2 2 2 8 10 2 8 10 left_child=1 2 3 6 11 8 7 -1 -6 10 -5 -4 15 -14 -15 16 17 22 19 -19 21 -20 23 24 26 -26 27 28 -3 -30 right_child=-2 12 4 9 5 -7 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.063774942450127839 0.028782626597703889 0.043756846165217175 -0.00095458838341939793 -0.072067041319200539 0.043339980799554222 0.026311887721291588 0.036708640189453669 0.036652248242753246 -0.067080010994122544 0.025425538421271373 0.0096531132624517162 0.04175990229245452 0.034480261788696086 0.057918698621198111 -0.076219595289032369 -0.056384686339956691 -0.0012605203993435051 0.023353213400769523 0.062780609317398206 -0.056170647077203845 0.011243895565770642 -0.058390888394291067 -0.0054309251946179655 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0.0270558 0.000403857 -0.0216492 -0.054392 0.000694858 0.000862141 0.00432306 -0.0136584 0.00805471 -0.03042 -0.0469127 0.00742245 0.0115867 0.013167 0.0249514 0.00586506 0.00789648 -0.0138245 -0.0237588 internal_weight=1021.72 1015.4 56.5173 25.6871 30.8302 14.1785 10.9123 5.98161 7.76027 14.7747 13.3512 16.6517 958.881 12.4881 7.88715 946.392 943.627 358.731 52.742 22.9772 29.7648 21.3237 305.989 231.113 223.989 85.6926 138.297 134.938 30.412 25.9372 internal_count=8000 7972 643 401 242 181 144 113 141 257 240 61 7329 122 108 7207 7156 2321 493 138 355 290 1828 1404 1330 454 876 818 296 280 is_linear=0 shrinkage=0.05 Tree=147 num_leaves=31 num_cat=0 split_feature=11 31 179 14 14 13 81 32 13 8 24 47 13 10 32 32 12 106 13 239 3 10 81 40 81 14 146 243 33 0 split_gain=2.09138 3.08461 2.43354 2.56685 8.32682 6.80501 7.06637 5.42116 7.96064 4.40475 4.2447 3.58316 4.07557 3.26223 2.8562 2.46775 4.63641 4.75972 4.99407 7.6326 6.03477 3.80139 6.86702 10.8467 10.3857 12.86 10.3094 8.13684 7.8706 10.5182 threshold=-10093.499999999998 0.82737253185005522 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 -2358.4999999999995 -1394.4999999999998 0.45817966136926785 -502.49999999999994 218250.00000000003 13.500000000000002 0.0097500000000000017 -4827.4999999999991 -12439.999999999998 0.16208962303452537 0.093418472625969654 -1142.4999999999998 1.0000000180025095e-35 -3075.4999999999995 0.33080146261453408 1.0000000180025095e-35 -10850.999999999998 -727.49999999999989 0.071400000000000019 -6.4999999999999991 15.500000000000002 1.0000000180025095e-35 0.029238726326739604 0.4427255658040033 107718.50000000001 decision_type=8 10 2 8 8 2 2 8 2 10 2 8 2 2 10 10 2 10 2 8 2 2 2 8 2 8 2 2 8 2 left_child=1 -1 3 4 5 6 11 -7 9 -9 -8 -2 -13 -12 -6 16 17 18 19 20 -5 -17 -23 -24 25 -25 27 -27 -26 -30 right_child=2 -3 -4 15 14 7 10 8 -10 -11 13 12 -14 -15 -16 21 -18 -19 -20 -21 -22 22 23 24 28 26 -28 -29 29 -31 leaf_value=-0.062185357556114124 0.037826890911219296 0.052557150486209105 0.031706210987183535 -0.10193252580904365 0.031313362205941511 0.034449772202296315 -0.073492192611884111 0.043140827197833714 0.030825044205082548 -0.068196933811778507 -0.062685759850061903 0.03684947906525312 -0.060470587024616489 0.028862658551016503 -0.069984781800020129 0.0012017896106923788 -0.032263931733634649 -0.030118247211388335 0.029482576430632797 0.020633699211206075 -0.0026269329920636745 0.0060813564699590964 0.026552168166945785 0.0060958066066249253 0.022722372608711901 0.039692467226229343 0.022015810610898467 -0.073917365302467952 -0.08552790296528337 0.0094440663541305141 leaf_weight=2.8166180856060241 4.8111591956112525 0.73950324906036247 6.048864794895052 2.8127688383683589 0.77604278922080894 14.518631578888746 7.3502644244581461 1.0672666369937358 5.975217168685047 5.2985538418870419 1.6742164168972524 1.7224284703843293 2.8654834371991464 2.3236376061104238 6.7354162125848234 752.55796569620725 5.9292792640626422 5.5172355808317652 35.709130866453052 11.885025589726864 3.354236826300621 53.263773951213807 12.189106779173015 11.11950803408399 15.604790914803745 1.6781203933060229 3.6869694991037241 25.905635199975222 5.1017686147242767 6.802625073119998 leaf_count=102 32 6 25 26 2 44 131 7 32 103 51 9 73 15 139 6065 35 34 100 49 18 331 58 65 52 6 17 279 59 35 internal_value=-4.739e-05 -0.0383244 8.68106e-05 -0.000102888 -0.0105938 -0.00287434 -0.0243833 0.0137398 -0.0106244 -0.0495305 -0.0509397 0.00767994 -0.023934 -0.00947588 -0.0595192 0.000503798 0.00989199 0.0141086 0.0186474 -0.00278594 -0.0479202 -0.000185667 -0.00789991 -0.0169718 -0.0245615 -0.0400874 -0.0565096 -0.0670057 -0.000636924 -0.0312573 internal_weight=1017.84 3.55612 1014.29 1008.24 55.1183 47.6069 20.7472 26.8597 12.341 6.36582 11.3481 9.39907 4.58791 3.99785 7.51146 953.118 65.2077 59.2784 53.7612 18.052 6.16701 887.91 135.352 82.0885 69.8994 42.3902 31.2707 27.5838 27.5092 11.9044 internal_count=8000 108 7892 7867 638 497 311 186 142 110 197 114 82 66 141 7229 262 227 193 93 44 6967 902 571 513 367 302 285 146 94 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=31 num_cat=0 split_feature=9 9 242 48 107 32 66 75 11 131 160 81 52 11 81 243 59 52 57 61 14 543 71 10 33 243 77 76 77 71 split_gain=2.06326 8.01089 6.89948 5.52475 5.24797 6.22139 2.63103 9.27438 6.06747 6.03726 5.04868 4.38144 4.07399 5.14948 4.21845 5.60108 13.6593 5.13833 4.33921 11.5055 7.65081 5.07015 4.74082 9.06711 5.52396 7.32995 6.75103 7.62442 6.1143 8.02062 threshold=0.0027875000000000005 0.0043334999999999511 0.13561176470588238 0.041500000000000009 4.5000000000000009 0.23764920978420853 0.0043500000000000006 1.0000000180025095e-35 -728.49999999999989 1.0000000180025095e-35 1.0000000180025095e-35 -2900.9999999999995 0.0059500000000000013 -113.49999999999999 -2425.9999999999995 0.052356920876085206 0.14255000000000004 0.0066500000000000005 0.0081500000000000027 0.028250000000000001 13.500000000000002 0.93811531691843497 0.019750000000000004 -14156.999999999998 0.70545576647499264 0.048563143035534856 2.5000000000000004 0.036450000000000003 1.0000000180025095e-35 0.046750000000000007 decision_type=2 2 2 10 10 10 8 10 8 2 2 2 8 10 2 2 8 8 8 10 10 8 8 2 10 2 8 10 8 8 left_child=3 2 -2 4 5 -1 7 9 -9 -3 -10 -8 -13 14 15 16 -14 -16 19 20 -19 -20 23 -23 28 -26 27 -27 29 -24 right_child=1 6 -4 -5 -6 -7 11 8 10 -11 -12 12 13 -15 17 -17 -18 18 21 -21 -22 22 24 -25 25 26 -28 -29 -30 -31 leaf_value=0.01254950180011118 0.0050947895180158114 -0.057808757144554704 -0.07156625448126494 0.040940919683415997 0.047720730405760983 -0.073820453472806732 -0.044992685035149541 0.023649427863555519 -0.067362619525106221 0.027137018776999484 0.045847811276866463 0.026026701158059891 0.032721779623495123 -0.053681155259530947 -0.073741875783713759 0.034901015751917092 -0.055480640524604635 -0.068699238325831205 -0.068214394977963902 0.019211173420979485 0.017587814608024926 0.033919270774281245 -0.03391802270348284 -0.029057019610986379 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0.000623717 0.000877921 0.000446797 0.000704324 0.0168966 -0.00328507 -4.25427e-06 0.000193568 -0.020214 -0.0490542 0.000798806 0.00101413 0.019689 0.00026777 -0.0161612 -0.00207048 0.00720901 0.00129582 -0.00322889 internal_weight=1014.64 992.653 12.1968 21.9867 11.3274 8.34515 980.456 35.8432 20.9871 14.8561 5.19943 944.613 939.378 923.546 919.173 38.5368 18.1698 880.636 878.279 25.2973 14.6099 852.982 850.329 32.6781 817.651 48.1517 31.643 27.2446 769.499 378.947 internal_count=8000 7870 156 130 95 87 7714 441 200 241 83 7273 7123 7031 6971 305 195 6666 6631 318 249 6313 6261 207 6054 858 466 354 5196 2816 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=31 num_cat=0 split_feature=13 13 242 241 32 13 131 31 242 242 240 243 33 240 11 243 32 6 31 8 81 7 241 81 10 31 9 7 0 33 split_gain=2.13517 2.12104 7.22396 10.9563 9.58842 5.6802 4.13955 4.05996 4.8118 3.27101 9.36535 3.26655 10.2073 8.55542 5.83967 8.69051 10.8736 8.432 12.0163 16.6035 9.05741 9.04331 8.16708 7.39799 8.3074 9.12178 8.48697 6.80014 9.44572 6.6574 threshold=-5540.9999999999991 -4843.4999999999991 0.21817210526315786 99816.750000000015 0.28596708180499503 -4780.9999999999991 1.0000000180025095e-35 0.50608631270748228 0.080162500000000012 0.13197916666666668 0.65106995557475511 0.061348164956590311 0.6569710866047539 0.20566936061712213 -1167.4999999999998 0.072937562672581918 0.52475213777949481 546156.00000000012 0.33628222132354479 227250.00000000003 -895.49999999999989 12105.000000000002 47475.000000000007 -732.49999999999989 -11356.499999999998 0.26439557336855307 0.041006000000000008 21033.000000000004 105629.50000000001 0.36812987827773896 decision_type=2 2 2 2 8 2 2 8 2 2 2 2 10 2 10 2 8 2 10 10 2 2 2 2 2 10 2 2 2 8 left_child=-1 2 4 -4 -2 6 -3 8 -6 10 -9 -7 13 -13 15 16 22 18 19 20 -17 -22 -15 -16 25 -25 -27 -26 -29 -24 right_child=1 5 3 -5 7 11 -8 9 -10 -11 -12 12 -14 14 23 17 -18 -19 -20 -21 21 -23 29 24 27 26 -28 28 -30 -31 leaf_value=-0.058267570271210489 -0.069155673159139355 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18.392336053773761 11.937610629945992 2.9126117043197217 19.818880695849657 4.6561785340309116 35.472159255295992 9.7862386861816066 4.5035352502018204 2.0240164385177195 5.9950905311852685 9.4470552434213442 5.5180300287902364 leaf_count=64 49 94 129 27 8 5494 7 61 57 116 39 57 363 32 206 104 150 58 145 148 43 101 16 131 80 59 10 45 44 63 internal_value=-4.67479e-05 4.39961e-05 0.00991674 -0.0249873 0.0199407 -0.00048842 -0.0498169 0.0266498 -0.0197703 0.0325129 0.0081106 -0.000187662 -0.00529211 -0.0026446 -0.00112017 -0.00972443 -0.0325749 -0.00050538 -0.00828631 -0.0229603 -0.00331097 0.0125017 -0.0100699 0.00672727 -0.00383459 0.00978766 -0.0445318 -0.0265126 -0.0058475 -0.0406924 internal_weight=1010.36 1008.79 51.6181 11.5166 40.1016 957.17 5.80054 37.2933 4.18209 33.1112 9.70693 951.37 235.755 221.417 216.215 103.134 29.6481 73.4863 60.6795 42.2872 30.3495 22.7315 19.0985 113.081 67.2281 41.9997 6.52755 25.2284 15.4421 10.1742 internal_count=8000 7936 486 156 330 7450 101 281 65 216 100 7349 1855 1492 1435 860 261 599 541 396 248 144 111 575 369 200 69 169 89 79 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=31 num_cat=0 split_feature=534 562 377 44 241 59 81 11 239 81 32 36 241 31 7 50 50 32 33 12 691 66 66 243 31 243 31 38 35 11 split_gain=2.00308 3.79064 2.32389 3.0991 3.5765 2.55429 6.64066 3.04028 2.82055 5.9387 4.95673 4.28727 3.92553 3.68186 6.69983 3.62679 5.60086 3.31368 4.21526 4.80256 3.51241 3.65304 6.43671 5.11971 5.63416 5.34521 5.21912 4.20902 9.75566 7.03139 threshold=3149.8875000000003 14.000000000000002 -244.49999999999997 0.0096500000000000006 42017.250000000007 0.0078500000000000011 -790.49999999999989 -921.49999999999989 0.013646499317471902 -767.49999999999989 0.71439530561173159 0.96150000000000013 39937.500000000007 0.59269885118989296 32847.750000000007 0.96305000000000007 0.96895000000000009 0.74251609762086679 0.44628740980307047 -5329.9999999999991 186894.74250000002 0.04685000000000001 0.090800000000000006 0.039659585137816554 0.19507561784403518 0.033049794816545658 0.34912318655494418 0.022650000000000003 0.040950000000000007 -1321.4999999999998 decision_type=8 8 8 8 2 8 2 8 8 2 10 8 2 8 2 8 8 10 8 2 10 10 10 2 8 2 8 10 10 8 left_child=-1 -2 -3 4 -4 6 -5 -8 9 10 12 -10 -7 14 -11 -13 -17 20 19 -19 21 27 -23 25 -25 26 -24 -18 -29 -30 right_child=1 2 3 5 -6 8 7 -9 11 13 -12 15 -14 -15 -16 16 17 18 -20 -21 -22 22 23 24 -26 -27 -28 28 29 -31 leaf_value=0.043320864099754441 -0.058869947188244391 0.021908913384783915 0.024318829006697896 -0.041961607661901545 -0.064890596884903687 0.01418681356127003 0.044324076437268212 -0.00061369291115102799 -0.048228925824139096 -0.054750016888536202 0.036375029562214965 0.041482996940566473 -0.070501931397508572 0.031917948885333218 0.040482707202610185 -0.072424499284748742 -0.00083129115309398297 -0.060517965153774757 -0.05432959417243071 0.025115013364931927 0.038794471914071628 0.020631110026642571 0.043121547417666439 0.042973330389656353 -0.06143789174551742 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threshold=0.056106464723230109 1.0000000180025095e-35 -4775.4999999999991 0.0085000000000000023 0.46776183050150727 0.66165798289047617 1.0000000180025095e-35 0.20024914172550759 0.069403594880066616 0.42288731289378884 0.45042301065183066 1.0000000180025095e-35 1.0000000180025095e-35 0.098750000000000018 26280.000000000004 11.500000000000002 1.0000000180025095e-35 102375.00000000001 0.062550000000000008 0.011730421053104251 0.496567359222502 0.049750000000000009 1.0000000180025095e-35 -1076.4999999999998 -4442.4999999999991 0.004850000000000001 0.0092260502063349018 7.5000000000000009 -2474.4999999999995 0.042492082256858556 decision_type=8 2 2 8 10 10 2 8 10 10 10 2 2 10 2 2 2 2 8 8 8 8 2 2 2 10 8 8 8 2 left_child=-1 9 3 -3 5 6 7 -4 -9 26 -11 12 14 -14 -12 16 17 -16 19 -17 23 -22 29 24 -19 -21 27 -2 -23 -20 right_child=1 2 4 -5 -6 -7 -8 8 -10 10 11 -13 13 -15 15 18 -18 20 22 25 21 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030651115011429586 0.030073960127990768 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15.709914852166547 7.4813446493353695 4.7890791418030831 0.77298682928085327 2.0857171037932849 3.0180479446426025 19.54994358937256 2.9189488040283322 805.78420509694843 4.0302932551130652 8.7074819129193184 47.662821205798537 leaf_count=14 9 3 6 179 120 10 11 26 67 119 61 130 186 19 98 10 103 36 235 218 33 1 47 29 95 35 5427 68 260 345 internal_value=-4.6208e-05 -0.000210325 -0.012161 -0.0510871 0.00127241 0.0110956 0.000998199 -0.0153578 -0.0305458 0.00020341 -0.00593521 -0.00359212 -0.00120797 -0.0397136 0.00165 0.00319054 -0.00823746 -0.00140255 0.010267 -0.0229266 0.00573374 -0.0203276 0.0170587 0.0204983 0.0282909 -0.043484 0.00135984 -0.0408047 -0.0490937 0.0197719 internal_weight=1002.79 997.462 33.3767 8.56321 24.8135 21.2811 17.2459 12.468 9.90356 964.085 152.829 146.989 140.291 9.69323 130.598 127.679 48.8266 43.931 78.8519 13.3935 39.4571 14.2695 65.4585 25.1876 22.1695 10.4003 811.256 5.4719 9.48047 63.3727 internal_count=8000 7986 422 182 240 120 110 99 93 7564 2060 1941 1811 205 1606 1545 655 552 890 263 454 294 627 160 131 253 5504 77 261 580 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=31 num_cat=0 split_feature=11 31 179 14 13 631 37 12 239 107 160 11 31 189 12 17 12 160 32 58 63 31 32 164 242 0 0 13 13 31 split_gain=1.96992 2.8325 2.18812 2.36311 7.77803 6.44568 7.40703 5.20885 6.67207 5.94165 4.60992 2.89003 6.09419 2.28825 2.49615 9.86438 8.96857 8.17308 10.0827 8.16854 6.90344 7.57771 6.66729 6.61614 7.75278 11.5684 6.83968 6.61603 7.6904 7.37712 threshold=-10093.499999999998 0.82737253185005522 1.0000000180025095e-35 4.5000000000000009 -2358.4999999999995 -2444.4999999999995 0.77900000000000003 -2706.9999999999995 0.018354386038595953 2.5000000000000004 1.0000000180025095e-35 -2324.4999999999995 0.40035519715091999 1.0000000180025095e-35 -4121.4999999999991 1.0000000180025095e-35 -4311.4999999999991 1.0000000180025095e-35 0.20784208583797542 0.037150000000000009 0.0071000000000000013 0.37361748862537253 0.74251609762086679 1.0000000180025095e-35 0.30111686991869929 105075.50000000001 108225.50000000001 -2801.4999999999995 -4597.4999999999991 0.3111252057586415 decision_type=8 10 2 8 2 8 10 2 8 8 2 10 8 2 2 2 2 2 8 8 8 8 8 2 2 2 2 2 2 8 left_child=1 -1 3 4 5 -2 10 11 -9 -10 -7 12 -6 14 15 16 17 22 -19 -17 21 -16 -5 24 -22 -26 -27 28 -21 -29 right_child=2 -3 -4 13 7 6 -8 8 9 -11 -12 -13 -14 -15 20 19 -18 18 -20 27 23 -23 -24 -25 25 26 -28 29 -30 -31 leaf_value=-0.061816207082406982 0.050281448324125247 0.051646028258778676 0.030387615206694397 0.0053872966284704811 0.070153717910271515 -0.069046865169559699 0.012379353278270387 0.058838968886150159 -0.084587029354308549 -0.0011516889778578532 -0.0010864679460905475 0.032935914809683983 -0.063331688927153559 0.029786609695571717 0.018233353837986448 0.031951951402780517 -0.040642000269109038 0.02744412143627982 -0.037669090025963074 -0.0048624728832008541 0.0028837217530357554 -0.061918051665383472 -0.058017923033690681 0.01573649971636246 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-0.0162495 0.000481187 0.000272752 -0.00241613 0.00081114 0.00224789 -0.0217866 -0.0194868 0.00276845 -0.0333734 0.00458439 0.00375858 0.000816889 -0.0240661 -0.00658358 -0.0250649 -0.0434387 -0.011045 internal_weight=998.707 3.35024 995.357 989.437 52.9016 23.7443 21.563 29.1573 10.668 8.56247 16.4094 18.4894 3.74515 936.535 929.921 447.636 376.464 363.853 32.2377 71.1719 482.285 12.8602 331.615 469.425 376.869 28.9028 22.1402 64.209 27.7894 36.4196 internal_count=8000 108 7892 7867 638 399 393 239 100 97 331 139 62 7229 7195 3915 3177 3038 369 738 3280 174 2669 3106 2586 262 168 688 369 319 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=31 num_cat=0 split_feature=241 241 107 11 241 79 614 81 0 31 5 24 239 11 241 30 0 6 48 39 57 77 81 10 10 11 47 107 12 10 split_gain=1.98144 3.83503 8.28392 5.57728 2.56996 7.76822 7.837 7.0049 10.2813 9.98955 9.01552 6.20984 10.9123 5.97956 12.3103 5.95175 5.51391 5.48021 5.2436 5.02263 4.38006 4.37172 4.01506 6.57054 5.8963 3.96507 5.30825 3.94392 4.44756 7.0731 threshold=15468.750000000002 21187.500000000004 1.0000000180025095e-35 -932.49999999999989 42017.250000000007 1.5000000000000002 1.7500000000000002 -801.49999999999989 104017.50000000001 0.71436012375388624 63540.000000000007 9.5000000000000018 0.048548848301339161 -1275.4999999999998 37181.250000000007 1.0000000180025095e-35 107973.50000000001 544495.50000000012 0.11605000000000001 0.068200000000000024 0.046550000000000008 10.500000000000002 -383.49999999999994 -11885.499999999998 -22062.999999999996 -775.49999999999989 0.015550000000000001 1.0000000180025095e-35 -10056.499999999998 -12107.499999999998 decision_type=2 2 10 10 2 10 10 2 2 8 2 2 8 8 2 2 2 2 8 10 8 10 2 2 2 8 8 10 2 2 left_child=-1 2 3 -2 5 6 7 8 9 -3 -9 -12 19 14 -14 18 -16 -17 20 -13 -7 -6 27 24 -24 -15 -27 28 -20 -30 right_child=1 4 -4 -5 21 15 -8 10 -10 -11 11 12 13 25 16 17 -18 -19 22 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.025271093355769981 -0.045194429566056467 0.028805505545088261 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2.2159902602434158 3.3581771836616108 3.8287308188155285 2.0158394342288375 7.8731264714151603 3.2865184978581965 2.9552772678434875 3.8779642581939697 28.918207751121372 3.4569971468299627 4.4840094409883005 leaf_count=36 38 54 65 17 6536 59 47 58 225 62 102 70 87 39 36 45 15 31 7 14 43 40 7 23 44 13 34 99 40 14 internal_value=-4.76628e-05 -0.000244331 -0.0271499 0.00316404 0.000116649 0.00531754 -0.00303671 -0.00737086 -0.0284453 0.00337322 0.000763727 0.00485916 -0.0062886 0.00576688 -0.0160634 0.0174909 0.0181923 -0.0160449 0.0231999 -0.0567902 -0.00656719 -0.00115157 0.0298311 0.00580971 -0.0372158 0.0246971 -0.00594605 0.0375249 0.013707 -0.00843258 internal_weight=994.817 987.15 13.0688 8.27197 974.081 190.961 113.244 102.153 28.4491 13.4158 73.7037 69.8714 44.8091 36.1739 16.8001 77.7166 10.2404 11.3056 66.411 8.63524 12.0991 783.12 54.3119 13.1755 5.30236 19.3738 6.83324 41.1364 12.2182 7.94101 internal_count=8000 7964 120 55 7844 1268 856 809 341 116 468 410 308 224 138 412 51 76 336 84 102 6576 234 74 51 86 47 160 61 54 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=31 num_cat=0 split_feature=42 58 12 81 52 59 45 111 81 243 7 37 52 52 8 242 170 8 243 243 46 57 31 107 118 31 79 7 59 81 split_gain=1.94084 4.61425 3.72259 3.83129 4.55215 3.01513 5.09432 4.70733 3.56314 3.83212 4.81662 11.217 3.03039 7.12587 9.15793 5.101 4.28298 4.27423 7.60092 4.16936 7.11498 3.93512 5.25345 5.43587 3.66201 16.07 11.7694 11.5155 13.4393 10.5592 threshold=0.38020000000000004 0.11705 -6035.4999999999991 -680.49999999999989 0.15515000000000004 0.24195000000000003 0.19575000000000004 1.0000000180025095e-35 -1633.4999999999998 0.035914969546499205 36400.500000000007 0.81300000000000006 0.038450000000000005 0.028050000000000002 1122750.0000000002 0.23798333333333332 1.0000000180025095e-35 1210500.0000000002 0.033049794816545658 0.027581961613658352 1.0000000180025095e-35 0.051150000000000008 0.34912318655494418 1.5000000000000002 1.0000000180025095e-35 0.17333906334237648 1.0000000180025095e-35 36708.750000000007 0.11180000000000001 -333.49999999999994 decision_type=10 10 2 2 10 10 10 2 2 2 2 10 10 10 10 2 2 8 2 2 8 10 8 8 2 10 10 2 10 2 left_child=5 -2 -3 -4 -5 6 12 -8 -7 -10 11 -11 13 19 -15 17 -17 18 -14 20 -1 -20 -23 -24 -21 27 -27 -26 -29 -28 right_child=1 2 3 4 -6 8 7 -9 9 10 -12 -13 15 14 -16 16 -18 -19 21 24 -22 22 23 -25 25 26 29 28 -30 -31 leaf_value=0.022538207127803033 -0.054144890406938144 -0.065291652062738542 0.032553385426894087 -0.069575478703571197 0.027287473235115559 -0.034854173480901023 -0.068261172443572951 0.022762229395356742 0.040449452470295889 -0.06686285831400339 0.029953907191719937 0.033428787117365848 -0.052673815055984508 -0.075801608928641004 0.025375632330031289 -0.06857517213057325 0.015759153636658894 0.054477766800677764 0.032464652691987332 0.0017483393964971108 -0.065336643745420558 0.041804314507840917 0.011951310494810199 -0.065801666271676273 0.010633395379785462 -0.059778974794432699 0.0034330307194769907 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0.0112031 -0.000177831 -0.0325294 0.0188883 -0.00208407 -0.0241243 0.000194611 -0.00669509 -0.0304897 0.00403335 -0.0361796 -0.00994885 internal_weight=991.614 19.7008 14.135 12.2239 4.87676 971.913 933.723 7.03163 38.1897 34.7948 21.9109 11.1521 926.691 875.192 10.1125 51.4992 6.09816 45.401 38.7085 865.08 9.84572 34.5515 13.5775 9.03847 855.234 157.377 48.9067 108.47 15.293 28.7465 internal_count=8000 309 163 117 60 7691 7402 146 289 235 179 128 7256 6861 165 395 80 315 297 6696 178 240 124 109 6518 1417 685 732 179 309 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=31 num_cat=0 split_feature=196 43 135 45 76 0 32 13 148 33 8 81 243 242 7 7 0 6 43 17 240 24 12 352 13 12 49 13 21 13 split_gain=1.94452 2.1106 1.94853 6.1998 5.94112 5.92021 7.31343 5.32519 4.55006 12.7792 8.30995 5.84639 5.997 8.26121 7.24176 5.97367 7.41402 5.04951 6.91764 5.92628 4.79518 5.96958 4.72347 3.88701 3.61377 7.52272 5.57083 4.68342 8.90403 7.04274 threshold=1.0000000180025095e-35 0.010650000000000001 1.0000000180025095e-35 0.010750000000000001 0.014350000000000002 103094.50000000001 0.26535864083007171 -1160.4999999999998 1.0000000180025095e-35 0.62037702305691089 447750.00000000006 -972.49999999999989 0.033274973185194102 0.18098571428571428 29877.750000000004 23555.250000000004 110347.50000000001 269766.00000000006 0.019250000000000003 1.0000000180025095e-35 0.21084133659362517 9.5000000000000018 -3133.4999999999995 12899.205000000002 -5012.4999999999991 -1337.4999999999998 0.18150000000000002 -4843.4999999999991 2.5000000000000004 -4780.9999999999991 decision_type=2 8 2 8 8 2 8 2 2 10 10 2 2 2 2 2 2 2 8 2 2 2 2 10 2 2 10 2 2 2 left_child=2 -2 3 -1 -5 6 -6 -8 11 10 22 20 -13 15 -15 17 -17 18 -14 -20 21 -7 -10 24 25 26 -4 28 -26 -29 right_child=1 -3 23 4 5 8 7 -9 9 -11 -12 12 13 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 27 -27 -28 29 -30 -31 leaf_value=-0.070512612783170711 0.024633106069814947 -0.064852736973754765 -0.064576156838663121 0.049070251045823333 0.018554823187737015 0.041521780877240705 -0.064057951848266056 0.00512087314575494 -0.054700516153442097 0.056135242805722643 -0.088652702901670086 0.037427596571038842 0.050892123245816649 -0.10104713532593533 -0.010635531858691318 -0.098340390851107712 0.036922083380481314 0.039466363872575037 -0.07911442264262783 0.0082956037643331423 0.039307293748176368 -0.047921892516935148 0.01845710672813676 -0.065242549344504935 0.028705654984327162 0.023439986786328977 0.035362974374473208 -0.0677988535837587 -0.065565242022195991 -0.00055409665221156548 leaf_weight=2.6164568997919551 0.927499830257147 2.2755641501862556 8.8735651379683969 7.9641058226115993 7.7838816009461906 3.5321625797078005 9.0088759867940098 4.0245393549557749 3.5129064689390361 5.0524272050242862 4.9644773901673025 9.9685149411670846 3.5571796447038695 3.7326124617829901 5.4466851670295 2.66434013377875 1.6345955501310525 12.228017427027224 3.6985917761921892 4.0761272143572569 28.163610137649812 3.9533572122454643 5.9324497450143117 2.3336212674621484 26.03707622084767 5.4629765212303019 1.6543736625462759 3.9127737543312824 2.7714026430621734 799.71043594455114 leaf_count=40 7 57 238 26 30 12 141 29 34 28 55 47 8 43 47 41 8 38 52 27 126 52 23 61 158 44 9 87 53 6379 internal_value=-4.62072e-05 -0.0389406 8.03649e-05 0.00569604 0.00721932 0.0045081 -0.0197938 -0.0426965 0.00946216 -0.0122882 -0.0362791 0.0145835 0.00300318 -0.00626187 -0.0473999 0.00729284 -0.0469092 0.017183 -0.00686254 -0.0332871 0.0298533 -0.00571646 -0.0087516 -0.000800948 -0.000623698 -0.0241678 -0.0488716 -0.000171419 0.0196367 -0.000881506 internal_weight=987.475 3.20306 984.272 133.516 130.899 122.935 20.8173 13.0334 102.118 19.4623 14.4098 82.6558 47.0067 37.0381 9.1793 27.8589 4.29894 23.5599 11.3319 7.77472 35.6491 7.48552 9.44536 850.756 848.423 15.9909 10.5279 832.432 28.8085 803.623 internal_count=8000 64 7936 907 867 841 200 170 641 140 112 501 311 264 90 174 49 125 87 79 190 64 57 7029 6968 291 247 6677 211 6466 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=31 num_cat=0 split_feature=244 45 34 12 633 631 631 611 624 131 33 33 32 77 6 243 42 11 1 7 8 12 163 7 240 240 13 13 239 33 split_gain=1.94262 1.93842 5.11297 2.62911 2.06346 4.70348 2.24204 2.7692 3.25499 2.16831 10.1095 5.80895 6.41282 5.12914 4.57764 4.29499 7.72765 3.67055 3.0797 6.09698 9.3211 8.78843 6.6046 6.17747 5.80164 6.30118 5.70912 6.37763 5.40316 7.56011 threshold=-215.49999999999997 0.0020500000000000002 0.0079500000000000022 -10884.499999999998 -79.499999999999986 -157.49999999999997 -225.49999999999997 0.75000000000000011 4129.1325000000006 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 0.60821075808427261 1.5000000000000002 284395.50000000006 0.046825972411343307 0.15960000000000002 -3881.4999999999995 1.0000000180025095e-35 37804.500000000007 677250.00000000012 -2303.9999999999995 1.0000000180025095e-35 13727.250000000002 0.1858476157241423 0.20384429809581342 -2949.9999999999995 -4513.4999999999991 0.095194516595989806 0.092921133376164464 decision_type=8 8 8 2 10 10 10 10 10 2 10 8 8 8 2 2 10 10 2 2 10 2 2 2 2 2 2 2 8 8 left_child=-1 -2 3 -3 5 6 7 9 -9 18 11 12 14 17 -11 16 -16 -13 19 22 21 -21 24 -24 -4 -26 27 -25 -22 -30 right_child=1 2 4 -5 -6 -7 -8 8 -10 10 -12 13 -14 -15 15 -17 -18 -19 -20 20 28 -23 23 26 25 -27 -28 -29 29 -31 leaf_value=-0.040231389736107195 0.034524781466068216 0.037130888927660831 0.024576226604262438 -0.070831984548334545 0.032792824825107154 -0.067843291308344308 0.030351183464243765 0.02485631527443919 -0.072168800421967702 -0.03701949809770471 -0.060256106333221704 -0.0055328043548536774 -0.064385271132444646 -0.017949340395433905 -0.084918204541494346 0.031824265570548703 0.032582780692820772 0.049595937302568747 -0.002871901412360725 0.022100833582442386 -0.011103684863503882 -0.052421840177697847 -0.076770418359925416 0.011051302969852978 -0.061785869626053404 0.0061788726371515999 0.0096897027628691807 -0.064679509631316898 0.046273518041541874 -0.068723112895551997 leaf_weight=2.9981033345684409 4.0670482120476654 0.66628586687147606 46.219885219819844 3.6695545231923452 4.8248952603898934 2.5470225473400196 6.1233116532675913 1.2636095891939469 2.7361938384128734 4.5897133853286567 4.8188908009324214 3.5714776990935269 3.4501325928140423 4.3783849608153096 2.4964828719384995 15.365932445041834 3.1838035862892866 19.531436545774341 531.91942508408101 22.129297320032496 14.449026671238245 4.8173966468311837 3.6157546103931955 4.5726024596951911 3.4631196903064838 223.65439907158725 18.46914937836118 7.0916683260584259 1.6227485090494127 11.983772416133434 leaf_count=42 23 4 222 71 23 45 39 10 47 39 122 33 77 37 31 51 15 59 4683 120 153 54 62 37 43 1373 123 114 3 245 internal_value=-4.51089e-05 7.76706e-05 -6.56925e-05 -0.0542414 0.00017575 1.31848e-05 0.000192189 -2.99801e-07 -0.0415168 0.000173511 0.00926374 0.015186 -0.000388391 0.0316699 0.00822443 0.0180911 -0.0190588 0.0410736 -0.000450661 0.00310621 -0.0122244 0.00877804 0.00585208 -0.0150159 0.00842867 0.00514254 -0.0076059 -0.0349917 -0.0323968 -0.0550083 internal_weight=984.291 981.292 977.225 4.33584 972.89 968.065 965.518 959.394 3.9998 955.395 61.3863 56.5674 29.0861 27.4813 25.6359 21.0462 5.68029 23.1029 894.008 362.089 55.0022 26.9467 307.087 33.7492 273.337 227.118 30.1334 11.6643 28.0555 13.6065 internal_count=8000 7958 7935 75 7860 7837 7792 7753 57 7696 464 342 213 129 136 97 46 92 7232 2549 575 174 1974 336 1638 1416 274 151 401 248 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=31 num_cat=0 split_feature=671 7 0 239 17 32 0 126 169 57 81 75 0 11 81 10 59 33 0 81 7 50 631 154 12 7 9 21 239 11 split_gain=1.90802 1.93088 6.83598 10.3125 8.87343 8.76003 6.77569 10.4756 10.0489 9.07651 8.35226 10.5988 7.95627 11.3069 9.26131 9.01011 8.62875 7.83276 7.73929 7.4175 8.55443 7.28261 7.23106 6.73968 9.27038 6.64279 6.43677 6.42173 7.18929 6.03483 threshold=8398.4850000000024 28127.250000000004 104738.50000000001 0.090281372824969466 1.0000000180025095e-35 0.41905851403241079 104195.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.0081500000000000027 -1780.4999999999998 0.040400000000000012 106336.50000000001 -1380.4999999999998 -1167.4999999999998 -10303.999999999998 0.066050000000000011 0.34823673913772318 102496.50000000001 -1480.4999999999998 22020.750000000004 0.97985000000000011 -2157.9999999999995 1.0000000180025095e-35 -499.49999999999994 23438.250000000004 0.018717500000000001 2.5000000000000004 0.064823721816836211 -2282.4999999999995 decision_type=10 2 2 8 2 10 2 2 2 8 2 8 2 10 2 2 10 8 2 2 2 10 8 2 2 2 2 2 8 8 left_child=1 6 23 27 -5 -6 7 8 18 -8 11 29 13 14 17 21 -16 -12 19 20 -1 -15 -13 -3 -25 -18 -22 28 -4 -11 right_child=-2 2 3 4 5 -7 9 -9 -10 10 12 22 -14 15 16 -17 25 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.066513896547584758 0.027788762594984525 -0.0029193532045284519 -0.01059610069557728 0.01902750137949237 0.016848479121331528 -0.051108116542713411 -0.056707664831690999 -0.076810521984885569 -0.076910301935006142 -0.064765436232591969 0.045822531487837437 0.045939130222679939 0.0020536389128423998 0.019696485588254126 -0.071656115643143378 -0.050931089999011497 -0.053779963633370287 -0.041243892375200764 0.01704871630190417 0.0038406830505520561 0.034579908262534272 -0.050314425437727073 -0.060520073272076362 -0.065915766060960265 0.043709685269915928 0.03480727769127457 -0.053784530055472582 0.009923107473565243 -0.064314767587170363 0.019855906377733844 leaf_weight=8.7539863215060922 6.1190397404134265 129.75485230458435 38.411009315634146 144.36952813062817 9.4242989048361796 9.5453754315385577 8.7022435085382295 3.8738730142358682 3.5867192135192445 2.567281560972333 5.333879689453167 1.7439910881221292 239.95170932391193 31.515796492341906 18.054710905067626 6.9089900054968885 4.3298721357714367 5.0090156856458643 108.00442211679183 96.458224622532725 5.7603005731943977 4.2107372726313761 18.677538212388757 9.1244445103220624 2.4452980440109959 4.1390563240274787 3.2089640749618411 31.841858341125771 7.4337807712145141 11.749187054578213 leaf_count=170 30 1167 310 1037 49 177 171 57 56 72 14 6 1734 134 242 67 67 82 669 680 35 57 312 115 8 19 56 209 113 85 internal_value=-4.4274e-05 -0.000218972 0.00255114 0.00767051 0.0148031 -0.0173467 -0.00200645 0.00471476 0.0061136 -0.00625977 -0.0050203 -0.0283041 -0.00248837 -0.016197 -0.0364748 0.00133708 -0.0521241 0.00365667 0.00745384 -0.00162196 -0.0313522 0.011445 -0.0514285 -0.00617983 -0.0427461 -0.0104843 0.00296547 -0.00732608 -0.0193066 0.0046813 internal_weight=981.01 974.891 382.35 241.026 163.339 18.9697 592.54 229.646 225.773 362.894 354.192 34.738 319.454 79.5021 36.8665 42.6355 26.5236 10.3429 222.186 114.181 17.7233 35.7265 20.4215 141.325 11.5697 8.46893 8.96926 77.6866 45.8448 14.3165 internal_count=8000 7970 3185 1895 1263 226 4785 1723 1666 3062 2891 475 2416 682 424 258 328 96 1610 941 261 191 318 1290 123 86 91 632 423 157 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=31 num_cat=0 split_feature=11 31 32 7 36 23 7 8 40 11 6 6 50 76 7 239 0 58 242 614 11 81 59 613 33 110 11 31 33 240 split_gain=1.85934 2.59642 1.98796 5.49656 5.10174 6.30985 2.92484 5.6866 6.67244 7.27602 6.24265 7.09358 5.81095 5.68019 5.49973 5.7793 7.57413 7.94662 12.1734 7.51654 6.07668 10.8965 5.68036 5.47532 5.45416 9.34035 9.05274 6.08346 5.41464 5.70532 threshold=-10093.499999999998 0.82737253185005522 0.071899890026603006 32661.000000000004 0.99275000000000013 2.5000000000000004 28127.250000000004 848250.00000000012 0.18675000000000003 -5089.9999999999991 598493.25000000012 792319.50000000012 0.9759500000000001 0.36285000000000006 28613.250000000004 0.26495047800522165 105075.50000000001 0.064750000000000016 0.35374666666666671 12.250000000000002 -2946.4999999999995 -180.49999999999997 0.02775 6.5000000000000009 0.65859466613833262 1.0000000180025095e-35 -2231.4999999999995 0.49784709694548929 0.65371291610247184 0.38875100909480248 decision_type=8 10 10 2 8 2 2 8 8 8 2 2 8 8 2 8 2 8 2 10 10 2 8 8 10 2 8 8 10 2 left_child=1 -1 3 4 5 -2 7 8 10 -10 -4 -12 -11 -9 -8 20 17 -17 19 -19 21 -16 -18 -14 28 26 27 -26 29 -25 right_child=2 -3 6 -5 -6 -7 14 13 9 12 11 -13 23 -15 15 16 22 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.061412262875612716 -0.052457537949334623 0.05051060240521156 0.0077099234492906833 -0.037624541585477629 0.025227277367725572 0.025267450194095667 0.030512127590749744 -0.026332784522371269 -0.045584224121773792 -0.07034902841225732 -0.058237383863062958 0.0091473153736519944 -0.053110387525358627 0.04760866426353691 -0.053637320674269677 0.039101108567630494 -0.067946729797361924 -0.052935192364821637 0.031920710127222959 0.0483097943341875 -9.9212411561769716e-05 0.024161940466328538 0.023759770589209802 -0.010486348316002656 0.041389484998765901 0.083793000441928528 -0.052614014050761687 -0.036078866851175964 0.04627192712469605 0.0030100641076204393 leaf_weight=2.5108340089209382 5.3867110228165966 0.65292268770281214 154.29940328164957 5.426435872912406 33.506848330143839 5.0677544213831425 17.319375108578242 3.4721371170598987 12.011150425183585 3.4768713219091287 8.0261523822555301 7.6072971269022664 5.9120187268126756 10.308839988429099 13.912234879564496 7.2017923458479336 1.7330411742441345 16.817487134248957 7.931670695077627 2.0574817126616827 229.72477934043854 6.6529058844316742 65.783521648612805 151.71932761976495 5.5497023882344338 1.8614079896360625 18.528597989585258 4.6639384848531344 5.5565935578197232 161.82173735648394 leaf_count=102 50 6 1308 35 109 17 85 53 220 63 154 64 81 44 259 50 36 266 45 9 1812 51 466 1020 28 6 415 101 22 1023 internal_value=-4.54878e-05 -0.0383141 7.89013e-05 0.00985255 0.015713 -0.0147807 -0.000443528 -0.00273817 -0.00354606 -0.0073035 0.00465949 -0.0254477 -0.00602305 0.028979 0.00300536 0.00165124 0.0117133 -0.00752924 -0.0200568 -0.0418989 -0.00243022 -0.0284689 0.0214058 -0.00539413 -0.00458744 -0.0247507 -0.0317802 0.00601448 -0.00265365 -0.00352071 internal_weight=976.501 3.16376 973.337 49.3877 43.9613 10.4545 923.949 554.815 541.034 371.101 169.933 15.6334 359.09 13.781 369.134 351.815 101.525 34.0084 26.8066 18.875 250.29 20.5651 67.5166 355.613 349.701 30.6036 28.7422 10.2136 319.098 313.541 internal_count=8000 108 7892 211 176 67 7681 4602 4505 2979 1526 218 2759 97 3079 2994 872 370 320 275 2122 310 502 2696 2615 550 544 129 2065 2043 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=31 num_cat=0 split_feature=13 13 242 241 32 13 131 31 32 10 33 13 36 10 12 12 10 32 73 242 242 105 5 7 7 129 57 7 243 9 split_gain=1.82589 1.86917 6.35605 9.48315 8.45283 4.92451 3.4804 3.33365 4.2687 2.94927 7.90852 5.43114 4.93291 4.78524 7.39553 6.09392 6.04317 5.53948 7.51199 6.32753 8.3376 5.46096 4.15154 3.79711 3.86048 10.1304 11.7753 8.06858 6.23377 6.35627 threshold=-5540.9999999999991 -4843.4999999999991 0.21817210526315786 99816.750000000015 0.28596708180499503 -4780.9999999999991 1.0000000180025095e-35 0.50608631270748228 0.71131574996986313 -23125.999999999996 0.65371291610247184 -4217.4999999999991 0.98585000000000012 -21535.999999999996 -10056.499999999998 -12376.499999999998 -22870.499999999996 0.61473576461066948 0.047250000000000007 0.18921785714285713 0.053664285714285657 1.0000000180025095e-35 134550.00000000003 69655.500000000015 15133.500000000002 1.0000000180025095e-35 0.018450000000000005 14667.750000000002 0.11334878579147296 0.029709000000000003 decision_type=2 2 2 2 8 2 2 8 10 2 8 2 10 2 2 2 2 8 8 2 2 10 2 2 2 2 10 2 2 2 left_child=-1 2 4 -4 -2 6 -3 8 -6 10 -7 12 -12 14 22 -15 -16 19 -19 20 -18 -22 -11 24 25 27 -27 28 29 -17 right_child=1 5 3 -5 7 9 -8 -9 -10 13 11 -13 -14 15 16 23 17 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.05706021785730693 -0.067676618445642364 -0.068879085222839809 -0.06781570975608063 0.026898954286466905 -0.061317919021407132 -0.055560871974474541 0.033783958585897625 0.031159811193657235 0.047445284533458892 0.048826519984596285 -0.063688602961358989 0.020073966403493081 0.038901832615308052 -0.063842242353547102 -0.066371745698608861 0.00051992892132408832 0.052909930179658116 0.035414774330692317 -0.067188336589563871 0.031148295698143109 -0.075835195289754978 0.011816655924157465 -0.0060780538942284421 -0.060754721393678074 0.0014508274647853053 -0.079147248299978809 0.009744597757714378 -0.063234175019067682 0.043976442717209893 -0.035909715888477099 leaf_weight=1.4021839905763034 2.5994913200847796 4.2170030930428757 5.773441764758898 4.87365258554928 2.2945048874244089 8.7546880973968673 1.0265001524239776 31.159532083082013 1.4866400049068031 16.871891400776807 4.5205869312630993 13.011750186793504 1.5817134943790732 3.8052120035281396 3.0400857036001971 116.45451601280365 3.1483388207852823 2.752239848021417 5.0703672785311937 21.966752395033836 4.8541603845078498 2.8031774046830833 4.3256760428193948 2.5995720291975877 660.61103563196957 9.7672862773761135 6.0227849972434333 5.3565863231196991 7.3930560052394858 13.346052901819347 leaf_count=64 49 94 129 27 55 147 7 216 10 65 103 96 13 107 57 917 8 21 122 89 71 16 62 77 4946 120 48 60 26 178 internal_value=-4.49679e-05 3.73243e-05 0.00963753 -0.0244606 0.0193084 -0.000463712 -0.0487811 0.0257798 -0.0185553 -0.000187746 -0.0162045 0.00182165 -0.0370972 0.000313683 0.0133936 -0.000713759 0.00162341 0.00671544 -0.0310893 0.0157392 -0.0155857 -0.0437478 0.0376224 -0.000421364 -0.000229849 -0.0072418 -0.0452414 -0.00303264 -0.000682135 -0.00322576 internal_weight=972.89 971.488 48.1873 10.6471 37.5402 923.301 5.2435 34.9407 3.78114 918.058 27.8687 19.1141 6.1023 890.189 64.8327 825.356 43.6351 40.595 7.82261 32.7724 10.8057 7.65734 21.1976 821.551 818.951 158.34 15.7901 142.55 137.194 129.801 internal_count=8000 7936 486 156 330 7450 101 281 65 7349 359 212 116 6990 511 6479 384 327 143 184 95 87 127 6372 6295 1349 168 1181 1121 1095 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=31 num_cat=0 split_feature=241 241 160 243 0 241 79 241 242 9 12 6 11 11 106 0 29 12 243 30 48 240 81 626 9 77 57 9 240 107 split_gain=1.85415 3.46914 7.38204 4.93107 3.34448 2.34048 6.76912 7.19683 10.5356 8.64982 7.94539 7.07818 7.29816 6.83355 5.53016 7.32595 6.94993 5.30317 6.39761 5.2668 4.84213 4.69938 4.59294 6.31421 4.14446 3.97464 3.80737 3.71683 6.60841 3.69858 threshold=15468.750000000002 21187.500000000004 1.0000000180025095e-35 0.028658003551990201 101125.00000000001 42017.250000000007 1.5000000000000002 37181.250000000007 0.12911428571428571 0.029709000000000003 -560.99999999999989 215752.50000000003 -570.49999999999989 -1167.4999999999998 1.5000000000000002 110855.50000000001 1.0000000180025095e-35 -7622.9999999999991 0.067181833613374764 1.0000000180025095e-35 0.11605000000000001 0.24978741572392746 -717.49999999999989 8968.9050000000025 0.0090204999999999522 10.500000000000002 0.046550000000000008 0.019967499999999954 0.54297920887602513 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 10 2 2 2 2 2 10 10 10 2 2 2 2 2 8 2 2 10 2 10 8 2 2 8 left_child=-1 2 3 -2 -5 6 7 9 -9 10 11 27 13 14 15 16 -13 -10 22 20 26 -21 23 -19 -14 -7 -8 28 -3 -18 right_child=1 5 -4 4 -6 25 19 8 17 -11 -12 12 24 -15 -16 -17 29 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.024834099478276195 0.044548390638086605 -0.064214704886457363 0.038641925779487947 0.0096182426759882974 -0.077465554206019083 -0.00085939884599525078 0.010956492302575515 -0.059514891050113955 -0.037908392535986171 -0.071074224884419432 -0.093631208540218627 -0.067690900538283291 -0.008087692049188305 0.026425509594374459 0.04135566654269425 0.039452020254593434 0.03731218896672122 -0.042362950141096666 -0.025882949310101596 -0.057891838838623123 0.028769966606052896 0.0097293083829825162 0.044898639777626148 0.056108423059789539 -0.1070597210351531 -0.052707541621398436 -0.052649441109355023 0.046038985768449003 0.028677925184219001 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-0.00172878 -0.0737675 -0.00111109 -0.00685926 0.0225933 9.10582e-05 -0.00250965 internal_weight=969.36 961.929 12.5223 9.28567 8.06364 949.407 184.259 109.347 44.4722 64.8743 58.9679 56.4005 38.7878 34.0494 23.7283 20.7462 17.6481 39.9397 36.4446 74.9126 63.8592 11.0534 31.4306 6.71677 4.73841 765.148 11.6678 17.6126 8.98712 6.43844 internal_count=8000 7964 120 109 106 7844 1268 856 271 585 475 439 322 271 236 225 210 212 166 412 336 76 124 57 51 6576 102 117 86 42 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=31 num_cat=0 split_feature=31 239 81 164 44 239 13 60 32 33 12 356 239 212 59 81 243 66 59 35 33 0 52 54 106 43 31 33 42 66 split_gain=1.85453 1.89301 6.42242 4.49261 3.9472 3.23943 8.45039 3.45724 2.87746 3.97548 4.24058 2.71482 3.84122 3.04556 4.26461 3.70251 5.00341 3.53882 4.81355 6.65946 11.2603 9.6104 7.13194 11.8052 8.67074 5.7297 7.53754 5.06028 4.53408 4.34003 threshold=0.056106464723230109 0.013646499317471902 -1660.4999999999998 1.0000000180025095e-35 0.099300000000000013 0.0112259153612133 -2009.9999999999998 1.0000000180025095e-35 0.74251609762086679 0.44628740980307047 -5329.9999999999991 18735.750000000004 0.014308879236029503 1.0000000180025095e-35 0.49485000000000007 -556.49999999999989 0.079002303736696963 0.04685000000000001 0.24195000000000003 0.074850000000000014 0.496567359222502 100961.50000000001 0.011450000000000002 0.15515000000000004 1.0000000180025095e-35 0.026250000000000006 0.35790562454340441 0.19238191506527844 1.0000000180025095e-35 0.057300000000000011 decision_type=8 8 2 2 8 10 2 10 10 8 2 8 8 2 10 2 2 10 10 10 10 2 8 10 8 10 10 8 8 10 left_child=-1 2 -2 5 -5 6 7 -4 11 10 -10 -3 -13 14 17 -15 -17 18 19 -14 21 -21 -23 27 25 -25 -27 -24 -22 -19 right_child=1 8 3 4 -6 -7 -8 -9 9 -11 -12 12 13 15 -16 16 -18 29 -20 20 28 22 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.029915578237166302 -0.065397703877439206 0.028929100531797172 -0.070757940869238214 0.018032972366611853 -0.080003939168984572 0.037979342002385584 0.031282766336866573 0.014998376321735261 -0.058780783171504994 -0.053864195326615433 0.024662453759316059 -0.076803458617663023 -0.00055486028578167763 0.04141477497887304 -0.065960971159411561 -0.04972772234151155 0.042436127024154849 0.028876890900078601 0.022791088042137066 -0.085353967157935445 0.042378082262955689 0.023378008658183833 -0.0027611394538936199 0.023630461731094073 0.027484101434523036 -0.074903003045702451 0.018550198032349991 -0.073237664061134897 -0.059179208863676551 0.0012716324221016407 leaf_weight=5.1380251683294764 2.6053276234306386 7.8624061231967062 3.7991033927537492 1.9558411601465184 2.1612719586119056 16.130232609575614 11.34901687083766 1.7016925755888221 2.1328455833718181 6.0106841731467293 5.3214391143992517 1.6498025069013227 713.70254775590729 9.3047016249038261 2.5056002186611286 3.3349106954410663 2.63704539462924 21.71182532212697 19.870147643610835 3.6354765119031063 1.1821642685681606 19.538313575554639 3.5288789868354771 4.2211185488849905 17.151008481625468 6.9234269764274341 3.1345019256696105 9.1536666569299996 15.62698165187612 41.362071223789826 leaf_count=14 56 43 63 13 28 65 54 9 60 337 44 25 5459 32 44 36 8 118 125 50 5 103 20 22 86 69 28 134 431 419 internal_value=-4.36925e-05 -0.000203837 0.0104862 0.0158155 -0.0334313 0.0219633 0.0066312 -0.0442289 -0.000664411 -0.0236088 0.000787388 -0.000324177 -0.000579685 -0.000439728 -0.000822563 0.0216946 -0.0090308 -0.000637253 -0.00151751 -0.00212295 -0.015431 -0.00628634 -0.00177033 -0.012909 0.0035217 -0.0252603 -0.0457788 -0.0536278 -0.0520368 0.0107741 internal_weight=966.342 961.204 39.7025 37.0972 4.11711 32.98 16.8498 5.5008 921.502 13.465 7.45428 908.037 900.174 898.524 883.248 15.2767 5.97196 880.742 817.668 797.798 84.0955 67.2864 63.6509 44.1126 31.4301 14.279 10.0579 12.6825 16.8091 63.0739 internal_count=8000 7986 288 232 41 191 126 72 7698 441 104 7257 7214 7189 7113 76 44 7069 6532 6407 948 512 462 359 205 119 97 154 436 537 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=31 num_cat=0 split_feature=196 47 45 34 59 31 10 73 31 76 24 45 12 7 34 59 33 59 76 76 81 9 50 48 0 8 36 76 35 12 split_gain=1.81777 1.8904 1.83026 4.8027 2.15909 3.74168 4.23642 3.51523 7.87739 3.54311 5.32529 4.2559 3.3474 4.17888 3.22116 3.84033 9.21875 4.86597 4.30288 7.57715 5.28669 4.73911 4.4239 5.3109 6.87333 6.70019 9.37904 4.59626 4.33918 4.05291 threshold=1.0000000180025095e-35 0.023050000000000005 0.0020500000000000002 0.0079500000000000022 0.008550000000000002 0.81337620985881209 -10357.999999999998 0.011850000000000001 0.56787961219018612 0.014350000000000002 9.5000000000000018 0.018350000000000002 -12884.999999999998 5555.2500000000009 0.021100000000000004 0.040150000000000005 0.28739104136346011 0.035450000000000002 0.037250000000000005 0.044150000000000009 -651.49999999999989 0.0085244999999999505 0.97195000000000009 0.071950000000000014 104110.00000000001 384750.00000000006 0.97345000000000004 0.049850000000000005 0.0026000000000000003 -4391.4999999999991 decision_type=2 10 8 8 8 8 2 8 10 8 2 8 2 2 8 8 10 10 8 8 2 2 8 8 2 8 8 8 10 2 left_child=2 -2 -1 -4 5 6 -5 8 -6 10 -9 -11 13 -13 -14 16 17 29 20 28 21 -17 -21 24 -24 -26 -27 -25 -20 -16 right_child=1 -3 3 4 7 -7 -8 9 -10 11 -12 12 14 -15 15 18 -18 -19 19 22 -22 -23 23 27 25 26 -28 -29 -30 -31 leaf_value=0.033835614759099811 -0.064163641569281379 0.022481326666293655 -0.053512885718929593 -0.071447123824637845 -0.069789345959265711 0.026212447825421356 0.038179912786643698 -0.043040880403241548 0.03167715865302189 -0.05067721995335233 0.030341873727898084 0.059860680744522193 0.033308409814047271 -0.058788193081921895 -0.027649884442860997 0.034803890103764924 -0.055073353947444219 -0.052034045513841144 -0.00282440056395988 -0.053726166241596152 0.046695888292774372 -0.074847559086090351 0.036641992172622047 -0.051342048198053263 0.024322420911031102 0.04516962921508437 -0.054199305730796801 1.9180892276426027e-05 -0.071332310170974841 0.0340277366576874 leaf_weight=3.9985820949077597 2.1413101236103098 0.8916485912632196 4.1843120683915904 2.2862454154528682 5.2304938940796983 16.852786242961884 1.4340184014290596 2.8607034422457245 3.0156937171705067 4.1837472985498598 18.207346765673719 0.88769125938415427 7.2461356688290826 4.525350486219395 3.6409515277482578 1.9210862773470574 10.60686244885437 3.0924261705949894 3.837350878166033 3.7479649409069671 10.232966168783603 2.0231161310803145 22.928946107858792 4.3803831345867357 12.504177226219328 3.2340725609101328 8.9358140305848792 777.96931002731435 5.8122492943657562 9.9212638698518312 leaf_count=23 55 9 76 51 88 89 7 35 21 62 112 1 35 176 34 11 239 34 41 66 29 36 123 62 79 12 148 6093 115 38 internal_value=-4.37766e-05 -0.0386912 7.83613e-05 -6.28762e-05 0.000172171 0.0161939 -0.0291901 -0.000181895 -0.0326823 0.000108562 0.0203777 -0.000365058 -0.000130511 -0.0393308 0.000107364 -0.000164542 -0.0186395 0.00456418 0.000422792 -3.64235e-05 0.0277399 -0.0214401 0.000473457 0.000718216 0.016933 -0.00138207 -0.0277926 -0.000268391 -0.0440888 0.0174696 internal_weight=962.735 3.03296 959.702 955.703 951.519 20.5731 3.72026 930.946 8.24619 922.7 21.0681 901.632 897.448 5.41304 892.035 884.789 27.2615 16.6546 857.527 843.35 14.1772 3.9442 833.701 829.953 47.603 24.6741 12.1699 782.35 9.6496 13.5622 internal_count=8000 64 7936 7913 7837 147 58 7690 109 7581 147 7434 7372 177 7195 7160 345 106 6815 6739 76 47 6583 6517 362 239 160 6155 156 72 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=31 num_cat=0 split_feature=78 78 242 243 162 158 33 32 123 9 8 12 240 46 7 240 11 9 240 107 9 32 36 243 170 31 44 9 9 13 split_gain=1.80474 2.02241 4.58335 7.58835 7.63348 6.30563 7.11048 3.31803 3.73267 4.71454 3.17345 3.35993 3.31925 6.14493 6.13574 5.66805 4.91675 6.72677 4.8672 4.03394 6.36209 5.27705 5.34349 3.19368 5.56613 3.74687 3.15828 2.93942 6.59225 4.28511 threshold=2.5000000000000004 1.0000000180025095e-35 0.20544000000000004 0.029339801091616002 1.0000000180025095e-35 1.0000000180025095e-35 0.37486590641619366 0.23764920978420853 1.0000000180025095e-35 0.023705000000000004 915750.00000000012 -10312.999999999998 0.25171984956032839 1.0000000180025095e-35 26212.500000000004 0.17310569954889901 -3218.9999999999995 0.0050430000000000015 0.29861951852800223 2.5000000000000004 0.031042000000000004 0.19412274660339432 0.98435000000000017 0.064186292415649257 1.0000000180025095e-35 0.23777258269028975 0.090350000000000014 0.0027875000000000005 0.0043334999999999511 -4225.4999999999991 decision_type=10 8 2 2 2 2 10 10 2 2 8 2 2 10 2 2 8 2 2 10 2 10 10 2 2 8 10 2 2 2 left_child=1 27 10 -4 5 6 7 -5 -9 -10 12 -12 14 16 15 -3 17 -14 -18 23 21 -21 -23 -20 25 -25 -8 -1 29 -29 right_child=-2 2 3 4 -6 -7 26 8 9 -11 11 -13 13 -15 -16 -17 18 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.018428576447518854 -0.042673235005083791 0.048110997272943302 0.039444057574178029 0.046586736775680482 -0.089986503667111181 -0.079609166904281783 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2.3252776190638524 5.0374279208481312 4.5643945736810565 1.1137712402269242 3.6187094256747514 792.51113335671835 6.0260093146935088 leaf_count=118 33 6 34 12 41 44 93 29 29 13 4 49 3 50 39 46 31 67 154 10 17 55 14 6 12 53 8 45 6789 96 internal_value=-4.29459e-05 6.73432e-05 0.00572153 -0.0089799 -0.019256 -0.010677 -0.0025235 0.0121112 -0.000380867 -0.0269055 0.0114641 -0.0354092 0.0131983 0.00861656 0.0324415 -0.0198372 0.0118386 -0.0310507 0.0158024 0.0193101 -0.00546991 -0.0309893 -0.0563286 0.0258704 0.00336178 -0.0258451 -0.0509526 -0.000866895 -0.00133053 -0.0424186 internal_weight=959.631 957.155 135.724 38.124 31.4499 28.048 25.0813 19.2609 14.138 6.84342 97.6005 3.48212 94.1184 76.0187 18.0997 4.28408 72.3042 6.11689 66.1874 62.0355 12.9857 8.47797 6.00159 49.0498 11.9271 6.88967 5.8204 821.43 802.156 9.64472 internal_count=8000 7967 919 303 269 228 184 83 71 42 616 53 563 472 91 52 422 70 352 321 96 79 69 225 71 59 101 7048 6930 141 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=31 num_cat=0 split_feature=633 631 31 5 241 35 139 33 10 0 33 11 31 81 10 14 241 243 239 243 356 103 33 33 240 7 13 130 9 66 split_gain=1.79053 4.1451 1.86571 5.53048 3.73087 3.82092 7.10526 5.54775 4.99171 4.28043 3.32772 3.01462 5.55198 5.69595 4.79569 8.19228 8.04483 4.51039 3.98942 3.0217 2.81591 2.89662 2.51326 4.63004 6.71852 3.98093 5.46825 3.9424 7.62609 7.14146 threshold=-79.499999999999986 -157.49999999999997 0.20024914172550759 97875.000000000015 55729.875000000007 0.085950000000000013 1.0000000180025095e-35 0.33365234483727518 -9408.9999999999982 106790.50000000001 0.43561987392395524 -178.49999999999997 0.59269885118989296 -1.0000000180025095e-35 -8609.4999999999982 22.500000000000004 44250.000000000007 0.079175716988334519 0.0092260502063349018 0.054247454345486203 18735.750000000004 1.0000000180025095e-35 0.11392442368259932 0.1041218374382596 0.24000192003072052 7987.5000000000009 -2614.4999999999995 1.0000000180025095e-35 0.019394999999999954 0.0057500000000000008 decision_type=10 10 8 2 2 8 2 10 2 2 10 10 8 2 2 10 2 2 10 2 8 10 8 8 2 2 2 2 2 8 left_child=1 2 3 10 -5 -6 7 9 -9 -7 -1 14 13 17 20 16 -16 -13 19 -14 -4 22 23 24 -22 26 -24 -27 -29 -30 right_child=-2 -3 11 4 5 6 -8 8 -10 -11 -12 12 18 -15 15 -17 -18 -19 -20 -21 21 -23 25 -25 -26 27 -28 28 29 -31 leaf_value=-0.067810785006281307 0.030477142221103978 -0.066280190692279986 0.029515944983721509 0.0342921185965935 0.027867261409594713 -0.034956954476213907 0.042090163158455485 -0.095752491666816639 -0.0018403086594351637 0.024477289358619089 0.0053442501669956725 -0.074617801888930871 -0.063060890937386899 0.042620408037286818 0.013011765527844506 0.051158939345989356 -0.081537167879494665 0.02380175633554333 0.036303649238074422 0.01516238453818527 -0.043762045668549979 0.032278781760612975 -0.054485249998149847 0.039480381339933653 0.012546679734398472 0.0033508905545757209 0.00060838352590160535 -0.009840752301041443 -0.049921204104455934 0.0042330184472431165 leaf_weight=3.5292666107416144 4.7822164120152584 2.3668845687643616 7.6344200118910521 15.769076081924139 12.27061639074236 5.5112167187035137 5.7438576929271212 3.8017258625477544 2.2538132034242153 6.727098923176527 2.778257392346859 4.2907642524223775 1.8934673123294512 2.4642769284546358 3.3188042505644244 2.4192999154329291 6.9846575506962836 1.5975158228538928 19.714914911892265 3.5478616869077086 6.6207406595349303 6.4926066526677451 8.4367391520645487 10.438149958848951 26.502941749989986 282.33204573323019 9.6616387474350613 263.35731711378321 6.2632906088838345 217.3064483187045 leaf_count=26 24 46 41 46 42 31 14 42 12 20 16 67 48 13 20 5 95 11 72 24 39 36 154 24 100 2287 82 2453 147 1963 internal_value=-4.10165e-05 -0.000194315 -2.96061e-05 0.00862932 0.0139849 0.00516525 -0.00642352 -0.0216557 -0.0607993 -0.00228742 -0.0355884 -0.000596826 0.0141156 -0.0212049 -0.00117157 -0.0316407 -0.0510824 -0.0479162 0.025843 -0.0120577 -0.000712836 -0.000988422 -0.00124836 0.0104424 0.00129173 -0.00189517 -0.0250741 -0.00134984 -0.00407544 0.00271589 internal_weight=956.812 952.03 949.663 58.3849 52.0774 36.3083 24.0377 18.2939 6.05554 12.2383 6.30752 891.278 33.5088 8.35256 857.769 12.7228 10.3035 5.88828 25.1562 5.44133 845.046 837.412 830.919 43.5618 33.1237 787.357 18.0984 769.259 486.927 223.57 internal_count=8000 7976 7930 249 207 161 119 105 54 51 42 7681 235 91 7446 120 115 78 144 72 7326 7285 7249 163 139 7086 236 6850 4563 2110 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=31 num_cat=0 split_feature=244 125 5 241 242 242 33 5 50 12 12 7 240 81 33 0 32 5 130 81 10 10 10 10 24 207 32 613 33 105 split_gain=1.80555 1.78696 5.9833 10.6325 5.71516 7.11174 5.65672 10.0913 5.25977 5.20232 6.03359 6.43464 7.69286 4.82356 4.68421 5.44835 4.25633 3.81922 5.99799 3.73279 3.54719 3.86927 5.99732 5.59173 3.36448 6.86741 7.99846 6.04294 6.58033 3.85673 threshold=-215.49999999999997 1.0000000180025095e-35 133425.00000000003 89550.000000000015 0.17081176470588239 0.14885833333333334 0.58060556429891952 75487.500000000015 0.95505000000000007 -1179.4999999999998 -4048.4999999999995 29130.750000000004 1.0004549590536855 -2823.4999999999995 0.41797697843776577 107069.50000000001 0.17168434217538378 116100.00000000001 1.0000000180025095e-35 -1255.4999999999998 -10547.499999999998 -15367.499999999998 -14337.999999999998 -11031.499999999998 16.500000000000004 1.0000000180025095e-35 0.24993914863111408 1.5000000000000002 0.068942740798994817 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 8 2 8 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 8 8 10 10 left_child=-1 13 6 8 5 9 17 -8 -4 10 11 12 -5 -2 15 -6 -12 18 -3 -13 21 -10 -23 -24 -15 26 -26 -28 29 -29 right_child=1 2 3 4 14 -7 7 -9 20 -11 16 19 -14 24 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.039604649202852588 -0.059143677758723305 -0.050290562716737056 0.051538559081361623 -0.068260201651832664 -0.052756278360190402 -0.070671250954867537 0.039089521692480367 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3.8586290969979009 2.9637808852712624 4.470667226938537 9.7676977275405061 2.3055211156606674 leaf_count=42 137 44 7 151 66 98 31 206 171 114 2 43 27 5432 132 52 186 27 100 74 75 64 219 32 28 78 16 65 276 5 internal_value=-3.89968e-05 8.0592e-05 -0.00507235 -0.0113994 -0.000337077 -0.0112615 0.0114653 -0.0194456 -0.0346384 -0.00448976 -0.0160573 -0.00139381 -0.0314421 0.000992117 0.0183331 -0.00468525 -0.0525706 0.0230305 0.0118382 0.0252403 -0.0392142 -0.0322393 -0.0211143 -0.0388491 0.00124025 -0.0144145 -0.0060925 -0.0244479 -0.0362265 0.00163331 internal_weight=953.982 951.107 142.957 103.398 70.0519 44.1932 39.5586 10.7708 33.3465 39.6713 28.1727 20.1005 9.44489 808.15 25.8587 11.9166 8.07218 28.7878 20.8958 10.6556 31.6651 26.9786 20.0557 14.1165 804.83 32.9177 29.0591 19.5077 16.5439 6.77619 internal_count=8000 7958 1921 1513 945 695 408 237 568 597 483 295 178 6037 250 118 188 171 144 117 561 486 315 251 5900 468 390 362 346 70 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=31 num_cat=0 split_feature=671 238 48 43 10 88 159 31 239 241 79 33 10 77 0 76 10 33 242 36 11 242 241 33 212 81 8 59 10 33 split_gain=1.76531 1.94761 1.98636 2.67976 1.95721 4.15559 7.41889 4.66205 4.59045 3.85856 6.18982 6.69169 4.92507 3.70428 3.66652 3.24529 2.96293 2.92407 2.69736 3.85022 4.73149 3.73695 3.25126 3.76219 2.93583 3.29234 3.24689 10.008 5.94748 5.78907 threshold=8398.4850000000024 1.0000000180025095e-35 0.016300000000000005 0.018450000000000005 -9870.4999999999982 1.0000000180025095e-35 1.0000000180025095e-35 0.21830832302890071 0.26495047800522165 55729.875000000007 2.5000000000000004 0.15616460085750158 -8494.4999999999982 1.0000000180025095e-35 108178.50000000001 0.050350000000000006 -9920.4999999999982 0.51279278391854921 0.049040028490028455 0.98785000000000012 -3175.4999999999995 0.050087500000000007 296439.75000000006 0.081997050050795717 1.0000000180025095e-35 -556.49999999999989 137250.00000000003 0.074450000000000002 -11187.999999999998 0.1041218374382596 decision_type=10 2 10 8 2 2 2 10 8 2 8 10 2 10 2 8 2 8 2 8 8 2 2 8 2 2 8 10 2 8 left_child=1 4 3 -3 16 6 7 9 14 17 11 13 -13 -11 -9 -8 18 -6 19 20 -1 -20 24 -24 26 -26 27 28 29 -23 right_child=-2 2 -4 -5 5 -7 15 8 -10 10 -12 12 -14 -15 -16 -17 -18 -19 21 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.024398129995795093 0.027133361674170964 0.040197124333146553 0.051531394859728658 -0.036442379857951408 0.036128854238142868 0.020665807668928924 0.0011667334672073291 -0.071997677069222166 0.041546908791135921 -0.010536497617145313 -0.072003563909594601 -0.067811938264010052 0.0015478110429267139 0.043625406969426607 -0.0086259144023650997 -0.081243646911512479 0.032723801582937827 -0.0083625122358138484 -0.06743469819017496 0.03126359559213724 -0.066934340499439401 0.037817430939690512 0.055678035957957062 -0.06638311995845414 0.040391161048386567 -0.012452730072705984 0.00018680113296171342 0.030647635174794297 0.015209017578149254 -0.054039631314190539 leaf_weight=3.1282909512519836 5.9394256388768545 2.2909525013528746 3.6490021932404488 2.2714947015047073 10.113628726452585 10.521152813220395 1.54518362879753 6.1698338841088081 1.6521354941651232 5.2728241486474925 3.6182541139423838 4.9587985570542479 5.2894545090384799 7.8666844181716442 3.6225882347207516 5.2655650144442916 6.9611049313098183 5.8170579602010557 2.0781291127204886 14.867291602771727 2.5937877371907261 1.9035457670688654 0.77259751595556636 3.4514371317345649 9.0249515897594375 4.3770236561540505 783.79168054123875 8.5811747231055033 5.2231157049536732 17.338682730332948 leaf_count=15 30 11 9 33 29 50 14 110 5 36 41 61 30 19 37 64 30 37 36 70 56 5 2 93 33 38 6586 73 32 315 internal_value=-4.01655e-05 -0.000211132 0.0240334 0.0020408 -0.000423871 -0.00836123 -0.013352 -0.00719086 -0.0355471 0.000367354 -0.0111448 -0.00172947 -0.0320131 0.0218905 -0.0485541 -0.0625469 0.00023487 0.0198829 -2.89857e-05 0.0178498 -0.0170024 -0.000469027 -0.000302257 -0.0440575 -7.96421e-05 0.0231326 -0.000460488 -0.0158128 -0.0321087 -0.0449526 internal_weight=949.957 944.017 8.21145 4.56245 935.806 71.7132 61.192 54.3813 11.4446 42.9367 27.006 23.3878 10.2483 13.1395 9.79242 6.81075 864.093 15.9307 857.132 20.5894 5.72208 836.542 834.464 4.22403 830.24 13.402 816.838 33.0465 24.4653 19.2422 internal_count=8000 7970 53 44 7917 533 483 405 152 253 187 146 91 55 147 78 7384 66 7354 141 71 7213 7177 95 7082 71 7011 425 352 320 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=31 num_cat=0 split_feature=51 131 49 71 33 52 65 63 57 11 168 6 106 10 243 595 135 7 129 40 8 243 33 47 49 5 11 242 242 242 split_gain=1.75354 4.55687 5.92027 7.03752 5.4337 4.39913 3.98732 5.4705 4.77187 6.21807 4.13386 7.48602 5.82497 3.55485 7.44948 3.33507 3.92093 3.46406 8.83777 11.6149 9.01026 7.34525 7.31725 7.08811 9.68206 9.03286 9.02486 6.2214 9.31489 8.47531 threshold=0.82035000000000013 1.0000000180025095e-35 0.28530000000000005 0.056250000000000008 0.47135472953930685 0.12800000000000003 0.79535000000000011 0.048850000000000011 0.067150000000000015 -1362.9999999999998 1.0000000180025095e-35 312804.00000000006 1.0000000180025095e-35 -12051.999999999998 0.049002083121633962 -28.499999999999996 1.0000000180025095e-35 15133.500000000002 1.0000000180025095e-35 0.16520000000000004 218250.00000000003 0.10825051139883506 0.23988384837774554 0.0039500000000000013 0.10375000000000002 89550.000000000015 -2282.4999999999995 0.13561176470588238 0.11328050108932462 0.10194523809523807 decision_type=10 2 8 8 10 10 10 8 10 8 2 2 10 2 2 8 2 2 2 10 10 2 8 10 8 2 10 2 2 2 left_child=6 2 3 4 13 -5 10 -8 -9 -10 15 -12 -13 14 -2 16 -1 18 20 -20 27 -19 -22 25 -25 26 -24 28 29 -17 right_child=1 -3 -4 5 -6 -7 7 8 9 -11 11 12 -14 -15 -16 17 -18 21 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.024090394714669859 0.021484018008297464 0.036320029334592822 0.023508266951938486 -0.060212345456501393 -0.058143726393811823 0.0056578099443740431 -0.041349752904566862 0.038361008683153182 0.025123395679216728 -0.067456035268501163 0.029872299744045434 -0.085183827924744548 0.024855136412089435 0.029400479820522636 -0.073816279831939155 -0.0044460674839445448 -0.065953049680563203 0.0024708140275095294 -0.066421978827729378 0.032276663264551149 0.013016101834300305 -0.06561119113582102 0.018176006130861205 -0.064699291789625732 0.036879826879815496 -0.061181003524084399 -0.087084051097873302 0.027846585099617013 -0.055571631085684414 0.039415427861503628 leaf_weight=1.7517768163233993 5.32165896543302 5.0031762237194917 8.6130368981976044 13.017598875914702 3.7920255038188762 3.1475990812759838 3.4573988234624293 19.982360920403156 5.158555373782292 2.7971658986061803 3.3541935374960286 5.4637208869680762 1.5420942609198389 9.1991654923185706 3.3360582273453474 49.540049246628769 3.9019135453272611 675.24639066017698 11.817135720048098 3.9863393150735638 14.168910115957258 3.9850822878070167 8.9980162680149061 3.374244466191155 7.6968374950811276 19.766023337375373 2.6320085762999978 26.147928388789296 6.9713701398577532 14.162055988330392 leaf_count=13 45 34 62 297 139 33 54 94 44 50 23 76 16 44 56 468 96 5226 151 28 52 74 64 68 38 311 36 160 91 57 internal_value=-3.89972e-05 -0.00901737 -0.0139031 -0.0224244 -0.00378529 -0.0473865 0.000476417 0.0179802 0.0253224 -0.00742677 -0.00015925 -0.0315535 -0.0609625 0.00775808 -0.0152378 0.000221533 -0.0380534 0.000476567 -0.00592327 -0.0415258 -0.00225683 0.00207137 -0.0180979 -0.0284789 0.00592054 -0.040609 -0.00564556 0.00700945 -0.000699913 0.00530509 internal_weight=947.332 51.4303 46.4271 37.8141 21.6489 16.1652 895.902 31.3955 27.9381 7.95572 864.506 10.36 7.00582 17.8569 8.65772 854.146 5.65369 848.492 169.261 15.8035 153.457 679.231 56.636 42.4671 11.0711 31.396 11.63 96.8214 70.6735 63.7021 internal_count=8000 710 676 614 284 330 7290 242 188 94 7048 115 92 145 101 6933 109 6824 1524 179 1345 5300 569 517 106 411 100 776 616 525 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=31 num_cat=0 split_feature=203 14 33 11 78 625 240 32 243 12 12 116 81 241 32 76 40 81 137 240 32 33 132 13 5 17 31 9 32 13 split_gain=1.73073 1.81207 6.02836 9.58535 4.86348 3.5563 3.56118 3.36519 8.31222 2.80844 7.43569 6.45511 7.68121 8.15338 6.09956 5.18996 6.07272 6.44728 5.17457 5.13754 4.85964 10.9195 5.56704 4.71794 7.45802 9.22414 11.7736 6.08296 10.2399 9.25153 threshold=1.0000000180025095e-35 20.500000000000004 0.63887554781794043 -458.49999999999994 2.5000000000000004 2836.5300000000002 0.97395370752557964 0.26535864083007171 0.048398019801980205 -6461.4999999999991 -6635.4999999999991 1.0000000180025095e-35 -200.49999999999997 101625.00000000001 0.64989706086495058 0.0083500000000000015 0.096550000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.086568659552292468 0.28596708180499503 0.40227454521685124 1.0000000180025095e-35 -823.49999999999989 166050.00000000003 1.0000000180025095e-35 0.23351135813651447 0.011311499999999952 0.54372620000050642 -3181.4999999999995 decision_type=2 10 8 8 8 8 2 10 2 2 2 2 2 2 8 8 8 2 2 2 10 8 2 2 2 2 10 2 10 2 left_child=1 4 7 -4 5 6 -1 -3 -9 10 11 12 13 14 -7 -13 17 -17 19 -11 21 -18 -23 27 25 26 -25 29 -29 -21 right_child=-2 2 3 -5 -6 9 -8 8 -10 18 -12 15 -14 -15 -16 16 20 -19 -20 23 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.065963400081611293 0.023212979760639747 0.043230996800056078 -0.069822398048228637 0.022387615241786736 -0.064820595255130828 0.013065383042412391 0.040344731387295683 -0.062184360804858813 0.023041383923864595 -0.048371998258457088 0.035402015769279871 0.03911038330504632 -0.057580829757065667 -0.069835256314329394 -0.061520423922317026 -0.056403512606472417 0.017975324112501252 0.014752768161402524 -0.074987955121160507 -0.00060044398472376714 0.0097094964215537621 -0.062093917676380922 0.0074955378251236092 -0.0036140958615310491 0.022130435839213605 0.023376105283360302 -0.073294764720491123 0.0063498197871737858 -0.011294991147097321 -0.025345209567501067 leaf_weight=3.7537598229246214 7.9349128613248459 11.02030733972788 5.3920848642010242 5.904480545781551 2.9494881004793561 24.850897800177339 0.99700598791241635 3.4213929690886316 17.466805005446076 5.8684443589299908 17.671795707894489 10.859255494200623 8.8324519144371134 4.205895925872027 3.0809405543841413 8.2235588591429387 14.562873522285374 5.1940296671818933 2.4251998324180013 84.442764541367069 147.80386892176466 10.618247871752827 3.9404692463576785 24.054082893766463 50.383382973261178 18.190278734546155 8.1046808497048897 236.83448980958201 125.95399439823814 68.346745763672516 leaf_count=89 36 24 101 33 61 174 6 69 76 90 87 63 125 88 84 196 53 33 39 748 1405 136 24 147 247 89 124 1343 1577 633 internal_value=-4.00166e-05 -0.000237279 0.00976321 -0.0216261 -0.000721584 -0.000508967 -0.0436533 0.020876 0.00908179 -0.000277219 0.00409107 0.00180625 -0.0162839 -0.0049342 0.00483841 0.00548989 0.00357181 -0.0288585 -0.00209449 -0.00181036 0.00603125 -0.0126374 -0.0432588 -0.001367 0.00853012 -0.00507947 -0.0211751 -0.00330068 0.000223841 -0.0116694 internal_weight=943.289 935.354 43.2051 11.2966 892.149 889.199 4.75077 31.9085 20.8882 884.448 259.844 242.172 40.9702 32.1377 27.9318 201.202 190.343 13.4176 624.604 622.179 176.925 29.1216 14.5587 616.31 100.732 50.349 32.1588 515.578 362.788 152.79 internal_count=8000 7964 303 134 7661 7600 95 169 145 7505 2468 2381 471 346 258 1910 1847 229 5037 4998 1618 213 160 4908 607 360 271 4301 2920 1381 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=31 num_cat=0 split_feature=633 633 31 5 241 35 139 12 13 12 33 11 31 81 10 14 5 9 243 239 243 33 38 241 9 33 24 76 64 115 split_gain=1.71734 2.18637 1.7808 4.87958 3.31135 3.22479 6.14407 4.83927 6.20059 6.55738 2.95947 2.82164 5.08856 4.97592 4.31291 7.74805 8.88454 5.01299 4.24357 3.76409 2.72973 2.61825 5.18016 6.98943 3.55256 6.71057 3.237 6.34381 10.1129 6.19566 threshold=-79.499999999999986 -199.49999999999997 0.20024914172550759 97875.000000000015 55729.875000000007 0.085950000000000013 1.0000000180025095e-35 -5617.4999999999991 -1257.4999999999998 -849.49999999999989 0.43561987392395524 -178.49999999999997 0.59269885118989296 -1.0000000180025095e-35 -8982.9999999999982 22.500000000000004 89550.000000000015 0.034176500000000005 0.079175716988334519 0.0092260502063349018 0.054247454345486203 0.11392442368259932 0.042050000000000011 104250.00000000001 0.018421500000000004 0.068942740798994817 13.500000000000002 0.045150000000000003 0.95580000000000009 1.0000000180025095e-35 decision_type=10 10 8 2 2 8 2 2 2 2 10 10 8 2 2 10 2 2 2 10 2 8 8 2 2 10 2 8 8 2 left_child=1 2 3 10 -5 -6 7 -7 9 -9 -1 14 13 18 21 16 -16 -18 -13 20 -14 22 23 -4 -24 -26 -23 28 -28 -29 right_child=-2 -3 11 4 5 6 -8 8 -10 -11 -12 12 19 -15 15 -17 17 -19 -20 -21 -22 26 24 -25 25 -27 27 29 -30 -31 leaf_value=-0.063690947737114617 0.03014992134379579 -0.04175678880216302 -0.073755571537059167 0.033166868725161676 0.026592794558196721 0.024107981426867348 0.040865921773609211 -0.10433144502339387 0.0015597574736621947 -0.0046436427486593766 0.0055329019758239076 -0.073170638272308478 -0.062293251026962627 0.04097379899004272 0.024592165817159641 0.049831999424896939 -0.068980736822713162 0.017915543722563154 0.023394137874961411 0.035560437423931356 0.013659577184505181 -0.003427421014878116 0.035656859438634329 0.018439472246813856 -0.046145039962355729 0.024233618784672853 0.043664079585634084 0.0071110164121568845 -0.042106932726772163 -0.052568504132053023 leaf_weight=3.4926244504749766 4.6869995840825132 3.1530912054586215 3.8033805899322015 15.25599875114858 11.776983040384946 4.6575941182672969 5.4684880636632434 4.4233862459659568 6.1412917748093667 2.6307068821042776 2.7673400230705738 4.06347352755256 1.7926103468053067 2.3107237834483376 4.5182424196973505 3.0743229910731307 11.508303378475828 1.9394185701385129 1.5801316797733305 19.086915090214461 3.4784171432256699 534.5565466567059 17.729368990287185 4.4738650154322386 4.82478432171047 11.365958098322151 4.397202422842386 219.9047316549113 15.732254022383129 4.4366121735656625 leaf_count=26 24 52 28 46 42 14 14 48 27 15 16 67 48 13 27 7 132 22 11 71 24 4765 46 17 33 35 27 1925 312 66 internal_value=-4.01431e-05 -0.000191587 -5.08439e-05 0.00854313 0.0137188 0.0052654 -0.0055046 -0.0197082 -0.0351741 -0.0671545 -0.0330892 -0.000607161 0.0138927 -0.0208292 -0.00116343 -0.0235164 -0.0360678 -0.0564486 -0.0461338 0.0252314 -0.012171 -0.000590728 0.0115398 -0.023924 0.0201937 0.00326103 -0.0012478 0.00351814 -0.0233706 0.00593078 internal_weight=939.032 934.345 931.192 56.6144 50.3544 35.0985 23.3215 17.853 13.1954 7.05409 6.25996 874.577 32.3123 7.95433 842.265 21.0403 17.966 13.4477 5.64361 24.3579 5.27103 821.225 42.1974 8.27725 33.9201 16.1907 779.027 244.471 20.1295 224.341 internal_count=8000 7976 7924 248 206 160 118 104 90 63 42 7676 234 91 7442 188 181 154 78 143 72 7254 159 45 114 68 7095 2330 339 1991 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=31 num_cat=0 split_feature=9 125 58 33 5 241 33 239 52 241 162 118 12 130 81 40 14 35 81 631 31 31 4 50 10 243 44 32 12 239 split_gain=1.74138 1.79037 6.83721 6.72748 6.72655 7.97439 6.02069 6.99513 5.46418 5.57107 4.53905 5.42651 4.33659 4.26219 7.88133 7.77317 4.61512 4.03068 3.62434 3.65453 3.48077 3.18232 3.17838 6.85477 8.45091 8.28169 7.58994 7.95656 9.79559 5.00919 threshold=0.0013045000000000003 1.0000000180025095e-35 0.067500000000000018 0.66985422393433802 134550.00000000003 89550.000000000015 0.41797697843776577 0.07113079794652967 0.0087500000000000026 60375.000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -1142.4999999999998 1.0000000180025095e-35 -688.49999999999989 0.13980000000000001 13.500000000000002 0.0013500000000000003 -2759.4999999999995 -2865.9999999999995 0.6753850321909679 0.20914414159772385 1.5000000000000002 0.98385000000000011 -12767.999999999998 0.051268820681981457 0.10100000000000002 0.29270251065408076 -5717.4999999999991 0.041673363445299962 decision_type=2 2 8 10 2 2 10 8 8 2 2 2 2 2 2 8 10 8 2 8 10 8 2 8 2 2 8 10 2 8 left_child=-1 18 17 4 12 8 13 -8 -6 10 11 -10 -4 15 20 16 -7 -3 19 -2 -15 -17 29 24 -24 -25 -27 -28 -29 -20 right_child=1 2 3 -5 5 6 7 -9 9 -11 -12 -13 -14 14 -16 21 -18 -19 22 -21 -22 -23 23 25 -26 26 27 28 -30 -31 leaf_value=0.037344177550479744 0.058038770758282981 0.010134988035666748 0.024424092625680429 -0.054601941698555506 0.028056546387818734 -0.04354477302533221 -0.040182336597199268 0.03337351377177139 -0.073514676948797111 -0.062436901199417631 0.026900703320658068 0.011345788051518207 -0.0382046403730937 -0.064889479208081705 0.027102563709210083 -0.0041264160518683602 0.046265868009931266 -0.063000446550268888 0.0084166941335614923 -0.060569471769712002 0.01662735626620267 -0.076780003423568499 -0.070804480600180908 0.025778924094057128 0.006505727035423476 0.045435288704930674 0.017482412709926266 0.0281611084137742 -0.070197817976913046 -0.0022905147209460468 leaf_weight=3.1050801370292893 0.76982420682907104 2.5009262628154802 31.45688998978585 5.8605835739872409 3.5894265612587359 2.2828557067550692 3.8243864285759654 20.874773916788399 4.3959227544255572 11.849228567676617 4.3194829570129514 3.2966294400393963 3.030283811967819 4.4513913567643568 13.124098007567232 1.9343841299414624 3.83080920483917 7.6361428820528099 135.92837036494166 4.1531525680329642 1.8553771656006572 6.8248052792623648 5.5270567093975833 57.041651274543256 9.8067893069237453 5.3475459809415069 8.2421424500644225 3.4012065920978811 9.8969473475590295 556.20462145382771 leaf_count=18 1 43 235 312 20 46 79 203 82 240 27 30 41 89 88 9 10 227 803 160 21 116 101 250 53 15 31 21 109 4520 internal_value=-3.7562e-05 -0.000161936 -0.005443 -0.00228407 0.00025117 -0.00719645 0.00316135 0.0219842 -0.0294596 -0.0381117 -0.0141162 -0.0371479 0.0189211 -0.0103914 0.00502799 -0.0305363 0.0127304 -0.0449571 0.000746218 -0.0420223 -0.0409082 -0.0607351 0.00101226 0.00937939 -0.0213606 0.0149956 -0.00788098 -0.0211172 -0.045041 -0.00018772 internal_weight=936.363 933.258 136.938 126.801 120.941 86.4536 59.0029 24.6992 27.4507 23.8613 12.012 7.69255 34.4872 34.3037 19.4309 14.8729 6.11366 10.1371 796.319 4.92298 6.30677 8.75919 791.396 99.2633 15.3338 83.9295 26.8878 21.5403 13.2982 692.133 internal_count=8000 7982 1918 1648 1336 1060 661 282 399 379 139 112 276 379 198 181 56 270 6064 161 110 125 5903 580 154 426 176 161 130 5323 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=31 num_cat=0 split_feature=573 525 371 391 44 241 59 81 11 59 11 9 76 59 24 3 12 45 8 12 7 32 7 105 31 10 27 31 169 241 split_gain=1.72079 1.78288 5.81276 1.77889 2.59568 3.03298 2.32185 7.61994 5.47656 3.73928 4.23206 3.58075 2.8408 4.88016 4.62222 2.75472 3.63844 3.72519 2.7485 2.60475 4.0233 2.35652 4.9612 3.71763 4.07785 2.89004 6.1715 8.06973 6.19297 6.65129 threshold=0.92983976905486043 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 0.0096500000000000006 42017.250000000007 0.0099500000000000022 -810.49999999999989 -899.49999999999989 0.012050000000000002 -4927.9999999999991 0.023705000000000004 0.014350000000000002 0.018850000000000002 9.5000000000000018 1.0000000180025095e-35 -8634.4999999999982 0.013000000000000003 852750.00000000012 -12884.999999999998 5555.2500000000009 0.071899890026603006 32661.000000000004 1.0000000180025095e-35 0.22512762283340093 -10850.999999999998 1.0000000180025095e-35 0.70098440587402766 1.0000000180025095e-35 132525.00000000003 decision_type=8 10 8 10 8 2 8 2 8 8 8 2 8 8 2 2 2 8 10 2 2 10 2 8 10 2 2 8 2 2 left_child=-1 2 -2 4 5 -4 7 -6 -9 10 -8 -10 14 18 -11 16 -16 -18 -14 20 -15 22 23 24 -21 26 28 -28 -23 -30 right_child=1 -3 3 -5 6 -7 9 8 11 12 -12 -13 13 19 15 -17 17 -19 -20 21 -22 25 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.040702699494682366 -0.066485295457920049 0.032210406535485847 0.025307731769133753 0.035719626889815809 -0.044702445905027775 -0.063712455842654017 0.033738213254508952 0.041994461622661364 -0.058349926265846945 -0.041663849806682696 -0.069742342444429381 0.021701629570161484 -0.078691778226727335 0.059820473807056011 0.035512436507906447 0.049202952880783309 0.034181555619311479 -0.068859951338588507 0.009608126806744801 0.014231289346364901 -0.057919705254008608 0.0019202293108518632 -0.034959826083991188 0.035533936429217601 -0.041035292848659817 -0.0076707620110873414 0.0011048465459941408 -0.069697174045146734 -0.057703803412823967 0.027664703590233208 leaf_weight=2.5846595587208867 3.305505077005364 4.2365913342218837 1.3540410567075003 3.4604395302012554 4.4695903027895865 3.2616655786987394 1.3335322313942015 15.937959751114247 2.6048527071252492 2.7541038077324655 3.8136302516795686 3.012445230036974 3.0979841584339729 0.88526046276092429 5.3381678134901476 8.1424479316920042 1.4302138080820417 2.2681697644293308 1.2316488106735048 18.129288814961914 4.021973054332193 655.0304999020882 5.139685191679745 16.232479945290834 4.0908322520554057 127.36731180537026 9.2183276452124137 7.1428119291085741 8.5291521737817657 3.1149432607926419 leaf_count=12 75 40 12 17 85 84 9 53 30 34 67 18 52 1 29 38 9 45 15 77 170 5616 33 48 27 921 89 132 144 18 internal_value=-3.80678e-05 -0.0001513 -0.000299405 -6.2225e-05 -0.000196966 -0.0375979 -8.16089e-06 0.0147123 0.0270323 -0.000439427 -0.0429325 -0.0154199 -0.000191774 -0.00062269 0.0184697 0.0281102 0.00910438 -0.0290124 -0.0535731 -0.000355772 -0.0366795 -0.000147049 0.0111776 0.0173444 0.00405644 -0.00075621 0.000533163 -0.0298053 0.00127771 -0.0348666 internal_weight=932.54 929.956 925.719 922.413 918.953 4.61571 914.337 26.0248 21.5553 888.312 5.14716 5.6173 883.165 863.232 19.9331 17.179 9.03655 3.69838 4.32963 858.903 4.90723 853.995 43.5923 38.4526 22.2201 810.403 683.036 16.3611 666.675 11.6441 internal_count=8000 7988 7948 7873 7856 96 7760 186 101 7574 76 48 7498 7343 155 121 83 54 67 7276 171 7105 185 152 104 6920 5999 221 5778 162 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=31 num_cat=0 split_feature=241 241 107 11 195 162 243 32 81 243 162 243 50 7 49 241 30 77 7 11 107 9 241 9 12 11 106 111 5 106 split_gain=1.71032 3.07132 6.54674 4.24458 1.83193 8.1695 5.15583 5.16698 7.27813 8.07551 2.86728 9.21426 11.5097 8.11689 7.88273 6.80958 6.5455 6.48613 7.85133 6.38637 7.49054 6.26167 8.67499 13.1139 15.7675 12.8843 7.63632 7.54403 8.15153 7.30519 threshold=15468.750000000002 21187.500000000004 1.0000000180025095e-35 -932.49999999999989 1.0000000180025095e-35 1.0000000180025095e-35 0.035963182418638155 0.59990032873096133 -651.49999999999989 0.046902020888199808 1.0000000180025095e-35 0.045050865919936109 0.98285000000000011 49266.000000000007 0.048000000000000008 24943.500000000004 1.0000000180025095e-35 1.5000000000000002 30111.750000000004 -129.49999999999997 7.5000000000000009 0.017320500000000003 75187.500000000015 0.0076745000000000008 -4676.4999999999991 -1204.9999999999998 1.5000000000000002 1.0000000180025095e-35 167625.00000000003 1.5000000000000002 decision_type=2 2 10 10 2 2 2 10 2 2 2 2 8 2 10 2 2 8 2 10 10 2 2 2 2 8 8 2 2 10 left_child=-1 2 3 -2 10 6 -6 8 -8 -10 21 12 14 17 -12 -14 -16 -13 -19 20 -17 22 23 24 26 -25 -3 28 29 -27 right_child=1 4 -4 -5 5 -7 7 -9 9 -11 11 13 15 -15 16 19 -18 18 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31 leaf_value=0.024389474008053809 -0.040734145115602749 0.031740475920043643 -0.074666564456573145 0.034959983141170867 -0.036173779464316248 -0.072929309623395999 0.028762045271365635 0.044829513262923872 0.029706565132094322 -0.089862072830161593 0.032915047371721289 0.021682889643823967 0.046046428120746358 -0.05595279703871045 -0.070307624005837566 -0.067955959225898421 0.044865392634109887 0.0058678901491506646 -0.064901729078653089 0.057292688788270464 0.041679884036797267 0.0019915296200412338 0.00084696917167248703 -0.059466064250590527 -0.029434562312615889 -0.011404184048707527 -0.041793433023939869 -0.07953000459864934 -0.074768854258872988 0.048164743880506816 leaf_weight=7.111506760120391 3.2396758366376162 29.643636192660779 4.310845969710499 4.3238951759412867 4.0374899921007446 2.7120862363371989 10.852255758829417 15.24985346617177 2.4043986219912794 3.421792158856988 14.012433957541363 88.57496336940676 2.0583770899102118 4.1764091502409419 4.140210617799311 16.195738353184435 1.7571948515251277 24.111889356747273 4.6797739220783106 1.3016786295920564 1.7237440589815367 434.93866280914517 143.44357564474922 25.864613964688033 25.009318980854005 32.100381513126194 4.0079577369615427 4.1841495134867719 4.2601333865895858 6.1294919634237877 leaf_count=36 38 183 65 17 62 50 52 79 9 41 99 470 7 58 76 319 8 154 48 4 6 3795 1236 366 273 277 51 53 51 17 internal_value=-3.70035e-05 -0.000225231 -0.0254899 0.0025382 0.000104084 0.0107522 0.0170624 0.0237944 0.00456099 -0.0405175 -0.000368046 0.0056179 -0.01482 0.012544 0.0125048 -0.0403859 -0.0359906 0.0149814 -0.00563495 -0.0496419 -0.0574097 -0.00174084 -0.0076516 -0.0169433 0.00063515 -0.0311587 0.0229825 -0.015472 -0.009164 -0.00185335 internal_weight=929.978 922.867 11.8744 7.56357 910.992 38.6779 35.9658 31.9283 16.6784 5.82619 872.314 162.732 41.1894 121.543 19.9098 21.2795 5.89741 117.367 28.7917 19.2212 17.9195 709.582 274.643 131.2 58.6609 72.5388 33.6516 46.6742 42.49 38.2299 internal_count=8000 7964 120 55 7844 293 243 181 102 50 7551 1249 519 730 183 336 84 672 202 329 325 6302 2507 1271 507 764 234 398 345 294 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=31 num_cat=0 split_feature=657 238 48 239 633 24 635 14 632 13 7 8 242 0 11 43 0 81 0 24 241 5 7 81 81 3 32 154 5 241 split_gain=1.66114 1.78448 1.76761 2.29952 1.74092 3.96352 2.67137 4.99893 2.52483 4.83133 2.22145 9.32743 6.77369 5.82647 9.72339 12.0035 9.70485 12.5446 7.9997 7.90992 7.61181 9.31955 6.4907 5.6167 5.59202 12.7898 10.3501 6.05567 5.42384 12.0971 threshold=22736.250000000004 1.0000000180025095e-35 0.016300000000000005 0.06650642546047926 -2120.9999999999995 10.500000000000002 -20.999999999999996 8.5000000000000018 -2191.9999999999995 -4323.4999999999991 21874.500000000004 488250.00000000006 0.30733142857142859 104195.50000000001 -3391.4999999999995 0.047950000000000007 102873.50000000001 -1480.4999999999998 108444.50000000001 16.500000000000004 26280.000000000004 245700.00000000003 20331.000000000004 -2059.4999999999995 -1436.4999999999998 1.0000000180025095e-35 0.023717180859310304 1.0000000180025095e-35 112275.00000000001 66999.750000000015 decision_type=10 2 10 8 8 2 10 10 8 2 2 10 2 2 10 8 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=1 4 3 -3 5 -1 10 -8 9 -7 11 12 13 16 15 18 17 -6 -15 28 -17 -22 24 -18 -19 27 -27 -26 29 -16 right_child=-2 2 -4 -5 6 8 7 -9 -10 -11 -12 -13 -14 14 19 20 23 22 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.037902176126936055 0.036879633874611371 0.039360468243903324 0.05035078932575441 -0.03352408406940556 -0.066293082167759879 0.040737539780066626 -0.07330590130942484 0.011694107714170227 0.045896558704798689 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4.5679294886067501 101.83343202364631 6.8581442805007091 leaf_count=45 18 10 9 34 164 20 75 26 25 42 4614 170 66 84 301 24 36 5 55 97 471 25 45 303 293 4 125 44 690 80 internal_value=-3.71249e-05 -0.000158592 0.0236793 0.00239593 -0.000361335 0.0154826 -0.000661455 -0.0316044 0.026391 0.00348653 -0.000421184 -0.00353135 -0.0022766 -0.00155156 -0.00695705 -0.0270231 0.00643073 -0.00518433 0.0108188 -0.000938478 -0.0440982 -0.0525391 0.00143454 0.0217556 0.00511871 0.00189642 -0.0467251 0.0123349 0.000873075 -0.0127722 internal_weight=926.116 923.079 7.78466 4.32967 915.294 17.0154 898.279 6.92137 14.1284 6.49806 891.357 349.204 341.16 337.585 201.28 46.4419 136.304 77.5373 14.4399 154.839 32.002 28.5778 69.9598 58.7671 66.0921 62.9996 11.1348 51.8649 150.96 49.1261 internal_count=8000 7982 53 44 7929 132 7797 101 87 62 7696 3082 2912 2846 1827 659 1019 680 139 1168 520 496 516 339 471 466 129 337 1071 381 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=31 num_cat=0 split_feature=196 135 0 11 28 81 10 31 148 10 32 243 241 81 33 240 12 10 123 13 12 49 13 13 107 10 13 10 9 243 split_gain=1.64961 1.80121 4.72974 5.27336 5.92636 4.88211 6.79633 6.47611 5.67514 5.93592 4.90709 7.40413 7.53885 4.77736 4.71417 7.48131 4.5278 3.52916 5.25936 3.14708 6.00383 5.00328 3.81707 5.5686 5.46141 4.72241 7.94095 7.20976 4.79039 4.2995 threshold=1.0000000180025095e-35 1.0000000180025095e-35 104738.50000000001 -2633.4999999999995 1.0000000180025095e-35 -972.49999999999989 -11991.999999999998 0.20592984224937297 1.0000000180025095e-35 -17481.499999999996 0.12843832172787026 0.046902020888199808 37181.250000000007 -1.0000000180025095e-35 0.34496990492100627 0.3303133375513021 -6407.4999999999991 -14815.499999999998 1.0000000180025095e-35 -5012.4999999999991 -1337.4999999999998 0.18150000000000002 -4843.4999999999991 -4780.9999999999991 2.5000000000000004 -23125.999999999996 -283.49999999999994 -24357.999999999996 0.0064670000000000014 0.06144134086806171 decision_type=2 2 2 8 2 2 2 10 2 2 10 2 2 2 10 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 left_child=1 2 3 -1 14 8 16 10 17 -10 -8 -12 -13 -6 15 -5 -7 18 -4 20 21 -3 24 -24 29 26 27 -25 -29 -21 right_child=-2 19 5 4 13 6 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 23 25 -26 -27 -28 28 -30 -31 leaf_value=-0.069053580268484738 -0.038777941423420358 -0.063175046578199529 0.02774454426798538 -0.068744065545567598 -0.085660557678670146 -0.033690569004418011 0.042288006084757968 -0.07614203241623986 0.051780112569489181 -0.069584781402799112 0.028123470702370534 0.01755674455947193 -0.075783503261034182 0.0062614413208600967 0.022519478439574282 0.01104067435995593 0.030561621552608761 0.041597583203101925 -0.069880929616992105 0.0088139805861349573 0.020794387217262695 0.034463990510908642 -0.064735320283314648 0.012308534849460775 -0.041940121188268162 -2.9684109952312181e-05 0.058646044082964602 0.010711586756872567 -0.066594236056528103 0.052530930044293024 leaf_weight=3.2922935145907104 2.7396885449998072 7.961357959895393 5.1715829381719223 4.5510540502145913 3.5356297469697893 3.2038100848440108 4.2017704881727758 3.9007286450359961 1.5481350179761646 2.8849694672971955 5.4128431817516676 3.2383033204823715 6.5162320956587791 2.3549408232793203 17.785210485104471 8.2906555901281518 19.017706753220409 25.893275278969668 1.8814889346249399 13.640192866325384 4.9489690273767328 1.570935361087322 3.4134410868864498 5.9415633386233866 3.2960543686058363 729.71146400005091 2.6210815170779815 2.4183340144809344 11.694882465119006 9.5701804026029986 leaf_count=68 64 240 42 49 43 58 12 67 7 42 18 15 66 12 128 53 92 100 35 122 44 9 88 79 50 6099 5 23 231 39 internal_value=-3.75964e-05 7.78359e-05 0.00571768 -0.008447 -0.00298291 0.0125222 0.00152134 -0.0173643 0.0259103 -0.0272016 -0.00552716 -0.0187732 -0.0447965 -0.0489118 0.00585074 -0.0172347 0.021298 0.0330568 0.00170181 -0.000790524 -0.0238866 -0.047084 -0.000362994 -0.00101705 0.0182868 -0.000727977 -0.0231991 -0.0338959 -0.0533477 0.0268395 internal_weight=922.209 919.469 122.681 39.8098 36.5175 82.8708 45.4914 23.2699 37.3795 4.4331 19.3691 15.1674 9.75454 5.89057 30.6269 12.8417 22.2215 32.9463 7.05307 796.788 14.4813 9.53229 782.307 755.801 26.5064 752.387 22.6759 20.0548 14.1132 23.2104 internal_count=8000 7936 907 353 285 554 328 178 226 49 111 99 81 55 230 102 150 177 77 7029 293 249 6736 6525 211 6437 338 333 254 161 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=31 num_cat=0 split_feature=203 78 242 9 243 162 33 44 164 33 13 8 240 240 11 7 107 13 0 33 12 12 0 0 13 81 0 12 0 0 split_gain=1.66447 1.81203 3.68055 6.87712 5.40267 6.2744 4.89521 2.73103 2.71453 3.84746 4.22562 2.70196 3.00729 7.25508 5.67392 4.35259 4.18833 5.32564 9.74381 3.70714 2.82908 2.74074 2.62225 2.58008 3.45129 2.7334 4.19583 2.55592 7.41692 7.56822 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 0.029339801091616002 1.0000000180025095e-35 0.37825236717528976 0.11895000000000001 1.0000000180025095e-35 0.29784080071730007 -1515.9999999999998 915750.00000000012 0.26543440693647463 0.28629935551033353 -3218.9999999999995 26212.500000000004 1.5000000000000002 -1373.4999999999998 103658.00000000001 0.27284918096607808 -8749.9999999999982 -10135.499999999998 102706.50000000001 107366.50000000001 -1764.4999999999998 -185.49999999999997 103406.50000000001 -8303.4999999999982 109737.00000000001 108353.00000000001 decision_type=2 8 2 2 2 2 10 10 2 8 2 8 2 2 8 2 10 2 2 8 2 2 2 2 2 2 2 2 2 2 left_child=1 27 11 4 -4 6 8 -8 9 -6 -11 12 15 -14 19 -3 20 18 22 -15 -16 -13 -18 24 25 26 -22 28 29 -1 right_child=-2 2 3 -5 5 -7 7 -9 -10 10 -12 21 13 14 16 -17 17 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0022118289694444434 0.022807479870056862 -0.0070901868018700409 0.04099376877940198 -0.073025651213927303 0.020011686850728596 -0.086159838790391019 -0.065663323122608891 0.027806941176249451 0.043065185671907598 -0.071549627549614678 0.010995098105021564 0.035685200661638182 -0.072411032141615872 0.018278853519314218 -0.019048816995072566 0.045423368915431056 -0.014355171368552674 0.032980956538840672 -0.066313838121890553 -0.069834654492415396 0.031504788538126875 -0.065338056959731564 0.044928503917963943 0.041443907375691619 -0.028597157974125865 0.049267972788313415 -0.034180143083676444 -0.0024482216077865541 -0.029846741085929298 0.031919243429248866 leaf_weight=92.647088049678132 7.9048906723037353 5.6148052171338376 6.2163772368803611 3.683252533664926 8.5442347172647786 2.501067901030182 3.9749433246906838 0.97272038180381049 4.3814941830933085 3.2121536172926426 2.9970154166221628 0.96225513331592116 2.7394383011851451 1.8270347937941549 3.5664799846708766 13.275283940834923 3.4793757307343203 6.6579375052824608 6.4706409028731287 3.4435470620519482 7.127576535567643 2.2209573364816597 4.020841677673161 17.94202666124329 3.6426038299687233 6.9601960792206219 3.6898505981080234 646.8123248264892 13.614495590678414 27.893725323257968 leaf_count=1015 36 59 30 63 33 32 89 7 12 30 13 5 27 8 33 44 31 28 88 71 31 48 15 65 30 19 37 5623 214 164 internal_value=-3.71304e-05 -0.000235337 0.00522738 -0.00824466 -0.000970122 -0.0107831 -0.00295488 -0.0472869 0.00850794 -0.00175494 -0.0317073 0.0104762 0.0120695 0.00738571 0.0105617 0.0298145 0.0146958 -0.00382012 -0.021358 -0.0392903 0.0235933 -0.0347997 0.0174266 0.027457 0.0157412 0.024826 0.0090995 -0.00114553 0.00513523 0.00908627 internal_weight=918.997 911.092 130.124 36.4833 32.8 26.5836 24.0826 4.94766 19.1349 14.7534 6.20917 93.6409 90.4576 71.5675 68.8281 18.8901 63.5575 20.6288 13.9709 5.27058 42.9287 3.18321 7.50022 39.3623 21.4202 17.7776 10.8174 780.968 134.155 120.541 internal_count=8000 7964 948 309 246 216 184 96 88 76 43 639 586 483 456 103 377 162 134 79 215 53 46 182 117 87 68 7016 1393 1179 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=31 num_cat=0 split_feature=671 238 73 61 42 239 7 52 0 0 19 40 76 12 10 10 13 33 33 13 59 31 33 81 39 49 76 69 42 13 split_gain=1.61031 1.6303 1.83889 5.45008 4.75147 4.48359 5.19066 4.23802 8.79225 7.18669 5.33806 4.84079 5.24457 5.13192 6.30141 8.50303 5.06184 5.67105 4.92602 5.78266 6.95259 6.25941 5.17005 4.57996 4.30788 5.37745 4.19611 6.77095 5.22568 4.16927 threshold=8398.4850000000024 1.0000000180025095e-35 0.065050000000000011 0.086250000000000007 0.21250000000000005 0.33080146261453408 26043.750000000004 0.011450000000000002 111001.50000000001 102496.50000000001 1.0000000180025095e-35 0.071400000000000019 0.072250000000000023 -472.49999999999994 -21005.499999999996 -19416.499999999996 -4052.4999999999995 0.25601867163629516 0.39881096876250383 -4018.4999999999995 0.11965000000000002 0.12334351395328157 0.57532772655854114 -2759.4999999999995 0.068200000000000024 0.10520000000000002 0.072750000000000023 0.23960000000000001 0.048550000000000003 -1398.9999999999998 decision_type=10 2 10 10 10 10 2 8 2 2 2 10 10 2 2 2 2 10 8 2 10 8 8 2 8 8 10 10 8 2 left_child=1 2 3 4 26 7 -7 9 11 10 -4 12 29 14 -13 -16 17 -17 -18 -20 21 -21 -22 -23 -11 -26 27 -1 -28 -9 right_child=-2 -3 5 -5 -6 6 -8 8 -10 24 -12 13 -14 -15 15 16 18 -19 19 20 22 23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.0012941743224230457 0.026401617193823213 0.022959540211170245 -0.075287548553061218 -0.07309866118023621 -0.067990974392513295 0.0036598584751966522 -0.063993440686105171 -0.066845458453807738 -0.068872617566973868 0.03636287648985094 0.035938344267517873 0.016746393992364838 0.029662962804628747 0.024426774700578247 -0.066079540122067751 -0.066822204302930718 0.012382629545882396 -0.0080320051899957206 0.050769223484580406 0.056748734742886255 -0.046175706462375836 0.048741254495749169 0.012573842894885532 -0.068967608084750553 -0.06540345941231672 0.029452075878202227 0.027627142707173976 0.048806439156530566 -0.070308872929073118 0.014975252952045654 leaf_weight=652.00827857549302 5.7243435478303573 7.5353899723850182 3.1598806446418157 2.6638429987942791 2.671109886839985 6.2375723751028982 5.1978018259396777 2.762117387028411 4.2952395854517809 27.997148138936609 1.6378642235649747 28.123783154296689 28.02936874399893 18.032253873767331 6.3466040673665693 6.6384471752680865 36.978512411005795 10.73570063075749 3.1956405607052139 1.2759750485420198 4.9291278668679324 0.8952837735414495 15.585314903408287 10.738428476499394 2.5501115322113028 3.6082644518464804 1.9404804985970248 6.8142626348417243 4.5694868536666036 3.5683419629931441 leaf_count=5273 30 53 51 52 70 99 148 64 101 130 16 255 187 123 135 79 196 191 10 2 90 8 162 217 65 33 10 38 89 23 internal_value=-3.46995e-05 -0.000200865 -0.000394095 -0.00172251 -0.00143788 0.00343754 -0.0270911 0.0050166 0.0018151 0.0199856 -0.037317 0.00352242 0.0203795 -0.000514567 -0.00409985 -0.0101241 -0.00622044 -0.030495 -0.000490008 -0.0134888 -0.0196324 -0.0483789 -0.00154226 -0.0599092 0.0280348 -0.00982649 -0.00117069 -0.000775979 -0.0411163 -0.0207249 internal_weight=916.446 910.722 903.186 670.667 668.004 232.519 11.4354 221.083 182.13 38.9533 4.79774 177.835 34.3598 143.475 125.443 97.319 90.9724 17.3741 73.5983 36.6198 33.4241 12.9097 20.5144 11.6337 34.1555 6.15838 665.333 658.823 6.50997 6.33046 internal_count=8000 7970 7917 5532 5480 2385 247 2138 1843 295 67 1742 274 1468 1345 1090 955 270 685 489 479 227 252 225 228 98 5410 5311 99 87 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=31 num_cat=0 split_feature=9 125 58 33 240 36 33 158 75 5 13 106 19 31 33 81 32 35 240 32 12 43 4 50 10 243 44 13 12 32 split_gain=1.63775 1.62093 6.20258 6.22154 6.12272 4.94751 5.11125 5.14369 6.52799 8.44211 9.63252 5.42351 6.28414 4.25026 4.20711 4.19962 3.80618 3.72522 3.55394 3.32308 3.25137 3.13329 3.06663 6.12117 7.52423 7.20638 6.68283 7.57538 5.73385 10.9528 threshold=0.0013045000000000003 1.0000000180025095e-35 0.067500000000000018 0.66985422393433802 0.15587279521610639 0.99825000000000019 0.66505159233462885 1.0000000180025095e-35 0.0051500000000000009 75487.500000000015 -803.49999999999989 1.0000000180025095e-35 1.0000000180025095e-35 0.20914414159772385 0.0073377653784585514 -2823.4999999999995 0.41591823767189678 0.0013500000000000003 0.49558606949658707 0.50157634424248076 -1731.4999999999998 0.066150000000000014 1.5000000000000002 0.98385000000000011 -12767.999999999998 0.051268820681981457 0.10100000000000002 -3021.4999999999995 -2894.4999999999995 0.24993914863111408 decision_type=2 2 8 10 2 10 10 2 8 2 2 10 2 8 10 2 10 8 2 10 2 8 2 8 2 2 8 2 2 10 left_child=-1 15 17 4 16 6 7 8 18 -10 11 13 -13 -11 -9 -2 -4 -3 20 -12 -6 -16 -17 24 -24 -25 -27 -28 -29 -30 right_child=1 2 3 -5 5 -7 -8 14 9 10 19 12 -14 -15 21 22 -18 -19 -20 -21 -22 -23 23 25 -26 26 27 28 29 -31 leaf_value=0.03647092111391597 -0.058451033530604907 0.0096324635207644012 -0.023713672447117449 -0.054326951288152493 0.024290662855076497 0.051558866192350485 0.06014265668921609 -0.066933541755875417 0.040058845928244297 -0.001789313923144813 0.0243881115111442 -0.049245686698246902 0.045523571485033394 -0.068096967568551797 -0.03791160680363425 -0.00024845656056881769 0.032651991626467397 -0.062183563642996292 -0.038536430833268569 -0.036841282071048871 -0.039367055642504131 0.025083702586518816 -0.068879889541843903 0.024792372101639093 0.0060523837780924565 0.044383630262554298 -0.060074164478529674 0.033918620544612497 0.038121878355826477 -0.090411709771359983 leaf_weight=3.061942840460687 2.9882462546229354 2.4154238062910709 3.5611615423113134 5.4776597958407356 15.068806053604934 3.6644966618623576 2.6932239262387148 1.5770048331469322 4.2218211367726317 2.7394711412489405 7.60929252300412 4.3077065378893158 2.9452261845581234 20.51372831244953 2.2260847901925471 678.80085134733235 18.839461433002725 7.1535037737339744 3.6366326346760607 3.1264164014719427 2.3138898278120914 17.423817762639374 5.188729523215442 55.62545455689542 9.4545798106119019 5.1024787635542479 7.420827124267821 7.086880274116993 3.095947384834286 3.5670185647904873 leaf_count=18 139 43 33 312 127 15 7 32 21 20 32 96 19 475 40 5345 128 227 73 48 42 128 101 250 53 15 84 26 9 42 internal_value=-3.52386e-05 -0.000158094 -0.00529218 -0.00225048 0.00019875 -0.00539558 -0.00770424 -0.00978754 -0.0166294 -0.0272826 -0.0341762 -0.048511 -0.0107624 -0.0602852 0.0116411 0.000709414 0.0236912 -0.0440555 0.00641302 0.0065571 0.0158169 0.0179471 0.000937424 0.00927553 -0.0204992 0.0145992 -0.00698177 -0.0193617 0.00261096 -0.0306886 internal_weight=912.908 909.846 131.515 121.946 116.468 94.0676 90.4031 87.7099 66.483 45.4637 41.2418 30.5061 7.25293 23.2532 21.2269 778.331 22.4006 9.56893 21.0193 10.7357 17.3827 19.6499 775.343 96.5419 14.6433 81.8986 26.2732 21.1707 13.7498 6.66297 internal_count=8000 7982 1918 1648 1336 1175 1160 1153 953 711 690 610 115 495 200 6064 161 270 242 80 169 168 5925 580 154 426 176 161 77 51 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=31 num_cat=0 split_feature=244 45 34 131 33 33 32 77 6 243 42 11 51 49 71 105 127 65 52 65 0 168 240 48 11 44 60 29 35 1 split_gain=1.55554 1.59876 3.95149 1.6988 8.39033 4.97305 5.18461 4.69213 3.65775 3.53488 6.64587 3.12401 2.90801 5.53435 6.17083 5.24279 4.65959 4.1118 7.82832 4.33413 3.82553 3.75818 7.00025 3.61174 3.43674 5.28903 5.15517 4.42931 3.25406 3.23139 threshold=-215.49999999999997 0.0020500000000000002 0.0079500000000000022 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 0.60821075808427261 1.5000000000000002 284395.50000000006 0.046825972411343307 0.15960000000000002 -3881.4999999999995 0.82035000000000013 0.28530000000000005 0.079900000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.76185000000000003 1.0000000180025095e-35 0.7551500000000001 107529.50000000001 1.0000000180025095e-35 0.40630521201413433 0.40705000000000008 -3175.4999999999995 0.018000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.0099000000000000008 1.0000000180025095e-35 decision_type=8 8 8 2 10 8 8 8 2 2 10 10 10 8 8 10 2 10 8 10 2 2 2 10 10 10 10 2 10 2 left_child=-1 -2 -3 12 5 6 8 11 -5 10 -10 -7 17 14 15 16 20 18 -4 21 -14 29 -23 -16 26 -26 -19 -27 -28 -20 right_child=1 2 3 4 -6 7 -8 -9 9 -11 -12 -13 13 -15 23 -17 -18 24 19 -21 -22 22 -24 -25 25 27 28 -29 -30 -31 leaf_value=-0.038080547232190481 0.033158661415785683 -0.051571851425232677 -0.055147059023975022 -0.034655345798309749 -0.058905935668054112 -0.0059152112598750192 -0.062331549005581272 -0.01967725928038647 -0.080043987812397119 0.029404385832255811 0.032067543842846429 0.047463705737688863 -0.055549668120949316 0.024426345800196481 -0.064220782137690155 0.028509443235123551 0.048406366907711766 0.034067274113757109 0.0043226035496811222 -0.0670579828567551 -0.0051927289844618729 -0.073338351435962887 0.017374629489031936 0.022351409204662089 -0.075469756065740815 0.013279337064769648 0.05065553214864036 -0.044004806900463947 -0.063027424149516828 -0.0024901496603673239 leaf_weight=2.6788485394790769 3.637448451248928 3.7071564977522931 6.5628432291559866 4.3180915573611918 4.2586131785064927 3.2324555777013364 3.0467066315468392 4.0003508371300986 2.4036531848832992 14.037804698571561 2.9371447209268808 18.029346791096032 8.1057484059128964 8.0144870236981642 9.3939815921476093 7.0940799722447982 2.0379841476678839 23.753987652249638 296.4612385762739 2.4227381837554267 7.0532858570804811 4.7720896885730308 3.8365412545390427 1.3819945594295848 2.052173053380101 31.341087656794116 0.85429304838180486 3.7816561742220065 2.3918888906482607 421.54731265906594 leaf_count=42 23 75 130 39 125 33 78 38 33 51 15 60 196 59 244 56 4 142 2087 47 96 69 28 9 37 241 3 54 61 3825 internal_value=-3.56829e-05 7.67495e-05 -5.65354e-05 0.000155866 0.00856774 0.014093 -0.000934393 0.0300015 0.0069595 0.0162324 -0.0183888 0.0393484 -0.000405659 -0.0130597 -0.021627 -0.00765703 -0.0225764 0.000275975 -0.000782944 -0.000293556 -0.0321193 -7.09455e-05 -0.032911 -0.0531181 0.0124138 0.00255282 0.0259907 0.00711157 -0.0331096 0.000322794 internal_weight=909.147 906.468 902.831 899.124 56.2642 52.0056 26.7434 25.2622 23.6967 19.3786 5.3408 21.2618 842.859 43.0816 35.0671 24.2911 17.197 799.778 735.603 729.04 15.159 726.617 8.60863 10.776 64.1751 37.1749 27.0002 35.1227 3.24618 718.009 internal_count=8000 7958 7935 7860 472 347 216 131 138 99 48 93 7388 664 605 352 296 6724 6186 6056 292 6009 97 253 538 332 206 295 64 5912 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=31 num_cat=0 split_feature=11 31 179 14 13 631 37 12 239 107 160 9 10 85 33 6 199 671 12 17 12 5 24 240 32 52 79 13 242 58 split_gain=1.547 2.1383 1.72907 1.80614 6.95298 5.15575 5.65963 4.58008 5.54899 4.96461 3.81066 2.38202 4.63695 2.24629 7.10129 5.60234 2.41994 2.30411 2.04612 8.41316 7.00492 14.8524 8.80784 7.83617 7.70553 7.12507 6.91001 9.69073 6.79398 6.52466 threshold=-10093.499999999998 0.82737253185005522 1.0000000180025095e-35 4.5000000000000009 -2358.4999999999995 -2444.4999999999995 0.77900000000000003 -2706.9999999999995 0.018354386038595953 2.5000000000000004 1.0000000180025095e-35 0.022712500000000004 -15576.999999999998 1.0000000180025095e-35 0.27716319182680405 161865.00000000003 1.0000000180025095e-35 10797.637500000003 -4121.4999999999991 1.0000000180025095e-35 -5149.4999999999991 188550.00000000003 10.500000000000002 0.09708885291763196 0.071899890026603006 0.056350000000000004 1.5000000000000002 -4479.4999999999991 0.23448333333333332 0.037150000000000009 decision_type=8 10 2 8 2 8 10 2 8 8 2 2 2 2 8 2 2 10 2 2 2 2 2 2 10 10 10 2 2 8 left_child=1 -1 3 4 5 -2 10 11 -9 -10 -7 -6 -13 16 -15 -16 17 18 19 20 25 22 26 -24 -25 -5 27 -22 29 -21 right_child=2 -3 -4 13 7 6 -8 8 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 28 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.059904374764793725 0.048093738412392451 0.049490911696561432 0.028531916802781505 0.0063699723157507812 0.035969313855396916 -0.066812865091793058 0.011082683330101624 0.057592683190574548 -0.081726570229410211 -0.0012655179377623344 -0.0013239986124920567 -0.066033818188623444 0.031622859710328598 0.031258204778472812 0.043558911397492871 -0.073959336161278297 -0.048121676032296334 0.04003054726761416 0.0030797336023973658 0.040740349671895382 0.028524965478684688 0.019853435070992558 0.036471056388637957 0.031400522275725283 -0.073452346753223555 -0.035450836480069622 0.021096965329889153 -0.070950841447222857 -0.053244964601305671 -0.017086965891642547 leaf_weight=2.182834452745738 1.854137285146862 0.56162512348964799 5.3079245928674927 262.49382729787612 11.463468369096523 11.659336788638035 4.2911255154758683 1.8490107953548403 3.5988384899683306 4.102685796096921 2.7440841370262197 1.9399687916738937 3.255114459432658 3.9491683114320013 1.2361512053757913 5.6467514629475772 2.5276667114812872 3.7403418645262709 433.52220739290351 5.4669824722222975 3.7783446284011006 22.054712979588658 2.2015159027650979 1.9456548467278505 17.621909553650767 10.595711317844687 10.514680509688331 6.9549048969056475 11.617080781492403 45.268506441265345 leaf_count=102 6 6 25 2325 63 292 62 3 61 36 39 54 22 14 6 98 50 15 3198 36 21 166 15 6 273 174 60 88 200 484 internal_value=-3.53654e-05 -0.0375178 7.85282e-05 -8.96748e-05 -0.00965732 -0.0314325 -0.03932 0.00741507 -0.0201898 -0.0388641 -0.0543362 0.0232413 -0.00484449 0.000435931 -0.0221879 -0.0528534 0.000727567 0.00087495 0.000699352 -0.00187721 0.00123455 -0.0135078 -0.030612 -0.0529643 -0.0630265 0.00474735 -0.0077114 -0.0359331 -0.0187534 -0.0108558 internal_weight=905.946 2.74446 903.202 897.894 46.7578 20.5487 18.6945 26.2091 9.55054 7.70152 14.4034 16.6586 5.19508 851.136 10.8321 6.8829 840.304 837.776 834.036 400.514 338.161 65.0717 43.017 21.7691 19.5676 273.09 21.2479 10.7332 62.3526 50.7355 internal_count=8000 108 7892 7867 638 399 393 239 100 97 331 139 76 7229 118 104 7111 7061 7046 3848 3128 629 463 294 279 2499 169 109 720 520 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=31 num_cat=0 split_feature=573 525 371 12 24 78 627 7 241 241 79 239 107 239 10 86 12 7 7 8 7 8 13 8 129 12 33 76 242 10 split_gain=1.53743 1.57608 5.27845 1.63036 8.26407 1.81525 3.70002 5.71308 3.3424 6.06288 8.4669 5.56054 5.22146 4.41801 4.32889 7.49527 4.22761 2.87926 7.83493 7.69263 6.55036 6.19423 6.05031 7.64209 8.31333 9.06257 8.23039 7.22469 9.93686 5.78772 threshold=0.92983976905486043 1.0000000180025095e-35 12.500000000000002 -32.999999999999993 14.500000000000002 1.0000000180025095e-35 17448.975000000002 16098.750000000002 137250.00000000003 74625.000000000015 2.5000000000000004 0.55072200927894743 1.0000000180025095e-35 0.12517783278742631 -19776.499999999996 1.0000000180025095e-35 -9782.4999999999982 16098.750000000002 15747.750000000002 389004.75000000006 17169.750000000004 344250.00000000006 -4711.4999999999991 218250.00000000003 1.0000000180025095e-35 -716.49999999999989 0.23988384837774554 0.048150000000000005 0.22912333333333332 -13156.999999999998 decision_type=8 10 8 2 2 8 10 2 2 2 10 8 10 10 2 2 2 2 2 8 2 10 2 10 2 2 8 10 2 2 left_child=-1 2 -2 5 -5 6 17 -8 9 14 16 12 -12 -14 15 -7 -11 18 19 22 21 -19 -4 24 25 -24 -25 28 -28 -29 right_child=1 -3 3 4 -6 8 7 -9 -10 10 11 -13 13 -15 -16 -17 -18 20 -20 -21 -22 -23 23 26 -26 -27 27 29 -30 -31 leaf_value=0.039408260874864556 -0.065509900278676633 0.030986551770792233 0.02214250247864484 -0.08440758093654295 0.044085606325588701 -0.065870016763945202 0.024554340530471577 -0.068461020531279296 0.023948309269789136 0.020524289012723879 0.019896128009164179 0.037637934901245181 -0.095089881268945076 -0.013246325604564027 0.014830405886616172 0.022006980394528183 -0.061705726729992298 0.02543319405807945 -0.066233210182651367 0.043708671570340883 -0.00034305199419384778 -0.042399318999414397 0.007455552560379196 0.0080215159837846491 -0.052239056940240329 -0.072039921351852179 -0.068625952159069178 -0.043734519235363582 0.026018948303358727 0.023894267017966798 leaf_weight=2.4636074174195528 3.0911401091143489 4.0474120751023284 15.984393914346581 2.8649689275771371 2.2217198424041271 4.7567248049308528 2.5250617587007573 4.7680941740982234 20.866761832498014 1.8449809746816779 5.4250355737749505 7.5774033125489941 2.7312630079686642 4.1609539476921782 62.805196736531798 4.953178767580539 10.229015972930936 40.140104044461623 5.2896451533306381 7.9024538926314554 549.51461648283293 3.6735157244838765 72.999246632680297 12.890211643651126 7.313317446736618 3.7703101621009401 19.737299892585728 6.0397401149384677 3.2266666889190665 6.6434809421189112 leaf_count=12 75 40 138 41 12 80 19 106 141 15 29 32 33 46 375 34 144 196 83 47 4887 52 644 54 95 60 315 120 23 52 internal_value=-3.63747e-05 -0.000144349 -0.000284982 -5.91676e-05 -0.0282854 0.000102562 -0.000814197 -0.0362569 0.00567855 0.00202984 -0.0161101 0.00393584 -0.0167972 -0.0456795 0.010027 -0.0210425 -0.0491405 -0.000471883 -0.00638428 -0.0043615 0.00114039 0.0197458 -0.00691776 -0.0104203 -0.00130114 0.00355137 -0.0262178 -0.0385989 -0.0553274 -0.00831051 internal_weight=902.458 899.994 895.947 892.855 5.08669 887.769 762.418 7.29316 125.351 104.484 31.9687 19.8947 12.3173 6.89222 72.5151 9.7099 12.074 755.125 161.797 156.507 593.328 43.8136 148.605 132.62 84.0829 76.7696 48.5374 35.6472 22.964 12.6832 internal_count=8000 7988 7948 7873 53 7820 6891 125 929 788 299 140 108 79 489 114 159 6766 1631 1548 5135 248 1501 1363 799 704 564 510 338 172 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=31 num_cat=0 split_feature=633 633 631 611 624 9 135 5 107 22 50 240 57 13 9 241 144 12 0 33 239 13 240 242 13 12 49 13 13 4 split_gain=1.53867 1.68638 1.84372 1.99335 2.70277 1.83158 1.81665 4.32169 7.15586 5.87233 6.20263 5.24589 5.21294 4.42168 6.33475 6.08428 9.98029 9.26113 4.64306 4.1031 7.01207 3.97239 3.37712 3.88766 2.73336 5.63968 4.56404 3.7356 5.06728 5.05602 threshold=-79.499999999999986 -199.49999999999997 -225.49999999999997 0.75000000000000011 4129.1325000000006 0.0013045000000000003 1.0000000180025095e-35 106875.00000000001 3.5000000000000004 2.5000000000000004 0.97495000000000009 0.15012520868113524 0.035450000000000002 -1285.4999999999998 0.034176500000000005 56280.000000000007 1.0000000180025095e-35 -767.99999999999989 111092.50000000001 0.054585189258552158 0.11429618664116166 -4621.4999999999991 0.45014071294559105 0.070083333333333317 -5012.4999999999991 -1337.4999999999998 0.18150000000000002 -4843.4999999999991 -4780.9999999999991 1.0000000180025095e-35 decision_type=10 10 10 10 10 2 2 2 8 2 8 2 8 2 2 2 2 2 2 10 10 2 2 2 2 2 10 2 2 2 left_child=1 2 3 5 -5 -1 7 8 12 10 -9 -12 -7 14 15 -13 17 18 21 -14 -21 -17 -11 -24 25 26 -8 29 -29 -26 right_child=-2 -3 -4 4 -6 6 24 9 -10 22 11 13 19 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 27 -27 -28 28 -30 -31 leaf_value=0.039482425614661504 0.029125208290865168 -0.037627165877699834 0.030780225314886851 0.025686023336758602 -0.067934608058828283 0.045301414287995334 -0.062732439420552871 -0.067031665297035622 -0.063515899335605239 0.039695388111655072 -0.068868099474263311 0.031936933109625636 0.039484254222066306 0.024766641401398407 -0.067685986622074645 0.0096303339825880227 0.046347921328880569 0.035963931668138313 0.033288152021394089 -0.077747670668584595 0.0067107821923051651 -0.074952632030447289 0.044317413998979219 -0.041390108582139845 0.026838635293189628 0.020297166543655435 0.033103230904981851 -0.063704363846401074 -0.0010743720549111005 -0.039340974603790359 leaf_weight=2.9164590220898381 4.5005225306376806 2.9970102583174585 4.8206370654515913 1.1380085513228544 2.3898754700203426 4.944352454505867 7.43944818980526 3.0533769257599479 5.5129517605528227 20.68046667100862 2.2665738344658157 12.557096029631792 2.7000283990055314 25.257823317078874 3.3679470492061219 1.6229208178119705 5.5562633234076193 3.9280654625035885 1.4187060778494913 4.3447747211903316 5.6577153280377388 9.5944316387176514 2.3136460017412892 3.0903641730546951 22.03362555522472 4.8388458867557338 1.4913706108927725 3.2441631680121636 719.94291706674267 3.3210204974748185 leaf_count=17 24 52 34 10 47 22 238 71 67 70 40 58 11 115 71 19 18 22 9 61 49 157 8 34 138 43 9 88 6331 67 internal_value=-3.70731e-05 -0.000183808 -5.79242e-05 -0.000225594 -0.0377349 -7.57474e-05 -0.000206823 0.00557001 -0.0137909 0.0103045 0.00262846 0.00587231 0.00174344 0.00854839 -0.00221867 0.00413965 -0.0116401 -0.0310915 -0.0519365 -0.0152111 -0.0299754 -0.0627152 0.0304987 -0.00469572 -0.00110003 -0.0231749 -0.0467287 -0.000693954 -0.00135533 0.0181702 internal_weight=898.941 894.441 891.444 886.623 3.52788 883.095 880.179 117.868 23.1598 94.7077 68.6232 65.5698 17.6469 63.3033 38.0454 34.6775 22.1204 16.5641 12.6361 12.7025 10.0025 11.2174 26.0845 5.40401 762.311 13.7697 8.93082 748.542 723.187 25.3546 internal_count=8000 7976 7924 7890 57 7833 7816 902 210 692 580 509 143 469 354 283 225 207 185 121 110 176 112 42 6914 290 247 6624 6419 205 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=31 num_cat=0 split_feature=203 59 10 35 14 38 12 81 240 34 37 46 32 13 43 71 38 33 242 0 106 240 239 31 80 13 1 32 107 81 split_gain=1.5352 1.65895 3.6091 3.60549 3.54219 3.1723 3.71607 4.1791 2.70354 4.11244 4.36429 2.44259 2.98207 5.05101 2.50918 3.56375 5.76427 4.20919 2.72245 3.83165 3.23336 3.19331 7.04702 6.19907 4.46516 6.27699 4.06142 3.99079 4.83716 5.75654 threshold=1.0000000180025095e-35 0.24195000000000003 -22540.999999999996 0.20025000000000001 8.5000000000000018 0.070900000000000005 -594.49999999999989 -1284.4999999999998 0.19274294153259094 0.27425000000000005 0.78580000000000017 0.014750000000000001 0.57818234827696713 -1373.4999999999998 0.28425000000000006 0.13115000000000002 0.014350000000000002 0.14509547980217227 0.049040028490028455 106524.50000000001 2.5000000000000004 0.68922197220810866 0.082304490144780071 0.37093930084346122 1.0000000180025095e-35 -1138.4999999999998 1.0000000180025095e-35 0.68032831820518458 2.5000000000000004 -870.49999999999989 decision_type=2 10 2 10 10 10 2 2 2 8 8 10 10 2 10 10 8 8 2 2 10 2 8 10 10 2 2 10 8 2 left_child=1 3 -3 11 5 8 7 -7 -4 -10 -11 14 -13 -14 15 18 -17 -18 19 -1 21 -20 27 24 25 -24 -25 28 -23 -30 right_child=-2 2 4 -5 -6 6 -8 -9 9 10 -12 12 13 -15 -16 16 17 -19 20 -21 -22 22 23 26 -26 -27 -28 -29 29 -31 leaf_value=0.030080197691329413 0.022181617798391052 -0.063827988112742692 0.042926412785067876 -0.048227650897716516 -0.041501666759241336 0.012683484331736113 0.036323000828010328 -0.065616499036050421 0.034636043367786931 0.032774181369311851 -0.064185768157471873 0.026503410726718586 -0.065895512897962027 0.032849271357083182 0.040012672143081796 0.025653412353669344 0.026564748838696074 -0.066588970497969441 1.3887032141911851e-05 -0.024867569901495714 -0.045926695960587238 0.012481986079194008 -0.070172362674058686 -0.069884823895830187 0.0091227702761867979 -0.0027906739400615742 0.017647803189867795 0.039039787840421697 0.0028868551128461389 -0.085341994048858588 leaf_weight=14.638627084204929 7.7080161729827514 1.5949217048473645 12.821568237151952 3.9705295942258081 2.7648617993108919 3.3278449908830225 3.4407193716615421 3.4926018230617046 6.8402991178445491 1.9284019805490977 2.9147201827727258 16.48257232923061 2.6146389227360487 2.5660606869496396 3.729607514338567 3.5185680836439106 1.4662911817431439 7.0105215221410626 724.46677764697233 4.0505696102045468 4.0088825180428094 14.343818528112029 13.620563303935347 1.5674460879527004 3.4275196404196313 4.6315390970557955 8.574232024489902 6.9373299428261808 4.0729502725880593 3.3854591138660899 leaf_count=77 36 37 44 83 45 39 16 66 40 20 62 98 67 20 19 24 5 149 6190 66 64 115 270 45 28 45 108 42 31 49 internal_value=-3.63486e-05 -0.000229159 0.0098372 -0.000693019 0.0129677 0.0172995 -0.00604087 -0.0274122 0.027073 0.00967517 -0.0255789 -0.00046969 0.016103 -0.0169861 -0.000905685 -0.00109186 -0.0281449 -0.0504755 -0.000690098 0.0181712 -0.00113685 -0.000908121 -0.0119378 -0.0281468 -0.0432408 -0.053074 0.00411921 0.0060094 -0.00450066 -0.0371612 internal_weight=895.918 888.21 39.1259 849.085 37.531 34.7662 10.2612 6.82045 24.505 11.6834 4.84312 845.114 21.6633 5.1807 823.451 819.721 11.9954 8.47681 807.726 18.6892 789.037 785.028 60.5609 31.8213 21.6796 18.2521 10.1417 28.7396 21.8022 7.45841 internal_count=8000 7964 369 7595 332 287 121 105 166 122 82 7512 185 87 7327 7308 178 154 7130 143 6987 6923 733 496 343 315 153 237 195 80 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=31 num_cat=0 split_feature=103 42 55 105 52 52 8 43 76 8 12 6 58 9 19 595 6 12 32 6 34 13 158 242 12 176 81 12 5 50 split_gain=1.51077 1.72336 5.08272 3.9392 2.44864 5.83251 7.30936 3.30976 4.31084 3.34788 4.55367 5.06816 3.68009 3.4618 2.93234 2.72491 2.98465 2.70861 5.75044 5.86513 7.31544 5.49046 6.56456 14.291 8.52253 9.02672 8.16716 7.49688 10.0575 9.99107 threshold=1.0000000180025095e-35 0.38020000000000004 0.60415000000000008 1.5000000000000002 0.038450000000000005 0.028050000000000002 1041750.0000000001 0.048350000000000011 0.069650000000000004 1242000.0000000002 -403.49999999999994 835443.00000000012 0.13175000000000003 0.008745499999999953 1.0000000180025095e-35 -28.499999999999996 270022.50000000006 -6339.9999999999991 0.73602743303646023 181008.00000000003 0.11725000000000001 -872.99999999999989 1.0000000180025095e-35 0.23183789473684213 -3350.9999999999995 1.0000000180025095e-35 -495.49999999999994 -3904.9999999999995 191070.00000000003 0.98185000000000011 decision_type=10 10 10 10 10 10 8 10 10 8 2 2 10 2 2 8 2 2 8 2 8 2 2 2 2 2 2 2 2 10 left_child=1 4 3 -3 5 15 -7 -6 -9 10 11 12 13 -10 -14 16 -1 18 19 20 -17 22 27 24 -24 26 -26 -19 -29 -30 right_child=-2 2 -4 -5 7 6 -8 8 9 -11 -12 -13 14 -15 -16 17 -18 21 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31 leaf_value=0.01691029863784509 0.023777144194715188 -0.055972702926490307 0.015323348280237735 0.03329895320107959 0.023127209652064686 -0.072350656808091704 0.023816712421972225 -0.062541490243614203 0.018972673440112456 0.040206540782300924 0.044280964804565559 -0.06697192514209474 0.024911487536569972 -0.062097730470881844 -0.03464312375873637 0.012251079110098366 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187 8 101 1512 482 134 internal_value=-3.63161e-05 -0.000213894 -0.016437 -0.0413282 8.56655e-05 -0.000643242 -0.0407644 0.00973368 -0.00037009 0.00460357 -0.00268114 -0.0117299 -0.00151862 -0.0344539 0.0132167 -0.000194188 -0.0378845 3.1638e-05 0.00455419 0.00553953 -0.0237223 -0.00185031 -0.00414924 -0.0190992 -0.00836727 -0.0287159 -0.0389446 -0.00177263 0.00265211 -0.0166944 internal_weight=893.155 886.544 16.0733 9.01109 870.471 809.326 8.95809 61.1446 34.8526 32.2709 26.7895 22.4616 18.9574 5.85985 13.0975 800.368 4.76693 795.601 233.785 230.152 15.9385 561.816 461.898 63.3565 52.6111 26.0136 23.2138 398.541 281.392 54.2311 internal_count=8000 7957 304 228 7653 7065 182 588 378 328 304 289 229 99 130 6883 99 6784 2214 2037 234 4570 3966 652 499 296 288 3314 2128 616 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=31 num_cat=0 split_feature=11 31 11 81 240 7 8 618 81 43 240 105 243 57 74 7 23 9 77 228 107 76 13 242 242 11 11 32 12 5 split_gain=1.46973 2.018 1.66855 3.32722 2.7494 2.71188 2.91283 2.56299 2.41063 5.13756 4.82961 3.99124 3.90351 2.1969 7.02037 6.26688 5.86016 4.7144 3.63494 2.55231 2.61332 9.51684 6.4436 5.27652 5.27725 7.66966 5.42736 5.19662 5.17805 4.50216 threshold=-10093.499999999998 0.82737253185005522 -8387.9999999999982 -2900.9999999999995 0.23705716009712333 23897.250000000004 173250.00000000003 2.0208757576840179 -2495.4999999999995 0.038450000000000005 0.24675082741873619 1.0000000180025095e-35 0.029356049533340353 0.0081500000000000027 0.0029000000000000002 29270.250000000004 2.5000000000000004 0.0090204999999999522 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 0.054250000000000007 -4586.4999999999991 0.33169692307692306 0.087968981481481454 -2145.9999999999995 -640.99999999999989 0.33665237555339433 -2009.4999999999998 151650.00000000003 decision_type=8 10 8 2 2 2 10 10 2 10 2 10 2 8 10 2 2 2 10 2 10 8 2 2 2 8 8 8 2 2 left_child=1 -1 4 7 -2 6 -6 -4 9 10 11 -5 -11 14 16 -16 17 18 -10 20 -15 -22 -23 24 -24 29 28 -28 -27 -26 right_child=2 -3 3 8 5 -7 -8 -9 13 12 -12 -13 -14 19 15 -17 -18 -19 -20 -21 21 22 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.059778463804068815 -0.02536606013072968 0.048803973099087523 -0.060114529504567263 -0.064737526978923113 0.050729484737326185 0.05125801624866802 -0.061415156642403115 0.05525706870937791 -0.063094196587563725 0.042015287193536956 0.037228150453163363 0.02899733553599575 -0.075674782123848289 -0.0010020905623031626 -0.042164658474084168 0.038068082523246914 0.026872190100351141 -0.061744806717704041 0.020277003447362968 0.036438211816508234 -0.063885705170351637 -0.047390531048218082 0.041776531027554832 0.063969929532994005 0.0035033156846686134 0.037254926401633963 0.019876476835871418 -0.046053271092149496 -0.017573653937281983 -0.072646950124303555 leaf_weight=2.079940398660256 2.6075477823615065 0.53873106371611346 3.6120547645841716 2.4267896828823785 1.0336140468716606 6.0070288451388478 1.3165509691461919 0.55540043115615834 1.9366639766376526 0.99385329568758551 16.56943411717657 2.1345430186484009 2.4204397823195904 735.52122635219712 3.315309750090818 9.1536682168953103 3.6549942172132424 11.331152497907167 4.023643238004297 4.8069309853017321 4.234315389301627 4.1101185937877736 12.462184191215782 5.5107313669286659 3.4189016260206699 21.996635318268087 5.8414546465501163 6.1202919459901759 5.3543874537572327 4.4900296344421804 leaf_count=102 37 6 159 60 7 26 35 1 37 5 104 18 58 6314 68 57 32 263 26 19 83 76 53 16 31 83 25 81 45 73 internal_value=-3.69734e-05 -0.0374401 7.34562e-05 -0.000169169 0.0194572 0.0334427 -0.0120934 -0.0447389 4.38804e-05 0.0154912 0.0246863 -0.0208729 -0.0414168 -0.000403615 -0.0129687 0.0167354 -0.0306509 -0.0428098 -0.00681254 0.000112276 -0.00010355 0.00888345 0.0133294 0.0171575 0.0128352 0.0051973 0.0142354 -0.0138568 0.0265214 -0.0397284 internal_weight=889.579 2.61867 886.96 875.995 10.9647 8.35719 2.35017 4.16746 871.828 24.5451 21.1308 4.56133 3.41429 847.283 33.4154 12.469 20.9465 17.2915 5.96031 813.867 809.06 73.5391 69.3047 65.1946 59.6839 47.2217 39.3128 11.9617 27.351 7.90893 internal_count=8000 108 7892 7787 105 68 42 160 7627 245 182 78 63 7382 483 125 358 326 63 6899 6880 566 483 407 391 338 234 106 128 104 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=31 num_cat=0 split_feature=671 52 52 59 158 243 44 81 240 23 58 105 42 78 243 52 77 243 50 168 7 106 150 32 76 33 595 66 33 33 split_gain=1.46619 1.53574 5.28575 3.62532 3.09335 4.56097 4.81185 3.09546 4.87802 7.056 2.95398 3.91601 3.51708 2.76233 2.57589 2.49001 6.63591 3.52345 3.94443 3.08384 5.36256 5.56507 2.77818 10.5876 6.22801 5.51746 3.35026 3.3214 5.65119 9.74436 threshold=8398.4850000000024 0.038450000000000005 0.035050000000000005 0.045550000000000007 1.0000000180025095e-35 0.029473126170584153 0.33495000000000003 -404.49999999999994 0.40915043053847078 2.5000000000000004 0.35035000000000005 3.5000000000000004 0.38020000000000004 1.0000000180025095e-35 0.026536905352765105 0.023000000000000003 1.0000000180025095e-35 0.048638147943386258 0.98535000000000006 1.0000000180025095e-35 13434.750000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.44940187957095928 0.30740000000000006 0.38165074339682686 -28.499999999999996 0.0038500000000000006 0.75640453281376041 0.54512896910958875 decision_type=10 10 10 10 2 2 8 2 2 2 10 10 10 10 2 10 8 2 10 2 2 10 2 10 8 10 8 10 10 10 left_child=1 2 10 -3 5 -5 7 8 9 13 11 12 14 -7 -1 19 -17 -18 -19 22 -21 -22 26 -24 -25 -26 -16 -28 29 -29 right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 15 16 17 18 -20 20 21 -23 23 24 25 -27 27 28 -30 -31 leaf_value=-0.044176154068500686 0.025695372172107617 -0.067024644084792334 -0.077147222564876203 -0.047757088354310674 0.029046231493298099 -0.063736721481966296 -0.066581678253515006 0.024324325094088495 0.022473516975926366 0.028574958878708874 0.04252588388749845 -0.065622736991674688 -0.047196067898532368 0.0012823390693092985 -0.047688388500729068 -0.069589547088535444 0.021049510626958642 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internal_value=-3.59694e-05 -0.000196621 -0.000806796 0.0069438 0.00871 0.00309763 0.00732001 0.0106399 -0.00141197 -0.0218758 -0.000593579 -0.000805131 -0.000617649 -0.0478966 -0.000382653 -0.000198675 -0.0198754 0.00129891 -0.0390537 0.000198807 -0.0298926 -0.0551004 0.000527208 0.0130871 -0.0165096 0.00303341 -0.000189334 5.2188e-05 0.00940288 0.005015 internal_weight=886.713 881.211 811.837 69.3745 67.7566 53.1017 49.0307 46.9228 24.9496 13.4372 809.576 805.623 803.3 8.86498 799.267 795.924 15.7598 11.0524 3.63195 780.164 8.42237 6.01941 771.741 41.6516 17.5122 12.25 730.09 726.396 83.987 75.3614 internal_count=8000 7970 7238 732 699 590 511 463 298 195 7174 7155 7082 171 6948 6849 228 112 56 6621 99 85 6522 390 297 151 6132 6045 746 697 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=31 num_cat=0 split_feature=14 107 33 78 239 625 242 5 240 241 33 242 628 628 81 624 162 240 6 239 69 111 243 50 52 77 240 235 32 123 split_gain=1.4484 5.03466 5.04777 4.10653 3.6631 3.2519 3.01063 5.83517 2.85825 2.77424 2.64456 3.23062 2.35959 4.21713 3.7088 2.86137 2.50476 9.81149 7.02264 7.08551 5.07121 5.36554 3.95173 8.8245 4.75622 3.76628 6.33425 7.81886 5.99073 5.46318 threshold=20.500000000000004 5.5000000000000009 0.61697391881022823 2.5000000000000004 0.053840708593503407 2836.5300000000002 0.13883095238095239 166050.00000000003 0.97395370752557964 27337.500000000004 0.40227454521685124 0.17959411764705882 5851.3500000000013 6915.1050000000005 -536.49999999999989 8629.6275000000023 1.0000000180025095e-35 0.20384429809581342 754965.00000000012 0.069403594880066616 0.30210000000000009 1.0000000180025095e-35 0.046608386952843209 0.97745000000000004 0.0095500000000000012 1.5000000000000002 0.55020915896081035 1.0000000180025095e-35 0.23201091826774928 1.0000000180025095e-35 decision_type=10 8 10 8 8 8 2 2 2 2 8 2 8 8 2 8 2 2 2 10 10 2 2 10 8 10 2 2 10 2 left_child=3 2 6 5 -3 8 7 -2 -1 -4 11 -8 14 -14 -7 -15 -17 18 -18 -20 22 -22 23 -19 -24 26 -26 28 -28 -27 right_child=1 4 9 -5 -6 12 10 -9 -10 -11 -12 -13 13 15 -16 16 17 20 19 -21 21 -23 24 -25 25 29 27 -29 -30 -31 leaf_value=-0.064825141010696113 0.02805908757850846 0.015237384982084707 0.042848975970209181 -0.062972167509176974 -0.078523461180129595 0.026640073345006784 0.038048269040319306 -0.060065876048272661 0.038348659166173665 -0.059551111881941503 0.043246881387270737 -0.023921992517401257 -0.062588139279237065 0.029723942637397534 -0.036066257311288652 -0.0018723808848966795 -0.06516868930911722 -0.045443996263416178 0.015559760021682845 -0.044713010831960172 -0.044369297913797727 0.040241695882171108 -0.037885007112408248 0.03226828395960487 0.032990285778076792 -0.03971922105859696 0.028261752518823003 0.046553739807797929 -0.066171596937965413 0.017251517561067797 leaf_weight=3.3566647366969846 5.1019582683220523 1.7212929651141156 0.83931459113955442 2.6205512508749953 2.6385015863925219 16.065372477984059 4.3981912545859831 2.9730406771413982 0.83907881251070637 3.1208224345464259 15.418527782429008 4.0302643328905106 2.7228439031168818 7.8803588876035064 2.7636861443752414 658.80831543274689 6.9086183379404273 7.9123310982249659 13.031344367656859 7.7914608612190923 7.3595818742760439 2.513660991564393 3.6267077329102895 6.7860151443164796 58.144572829129174 5.7054774754215059 2.4432944133877736 4.4208020768128335 5.372092011384666 16.033543141093105 leaf_count=89 25 9 4 61 38 106 12 46 6 82 56 32 49 46 35 6097 103 137 92 139 146 16 47 54 216 62 10 20 91 74 internal_value=-3.62648e-05 0.00923097 0.0153956 -0.000478595 -0.0415057 -0.000283746 0.0220009 -0.00438663 -0.0441921 -0.0378484 0.0309362 0.00841573 -6.34539e-05 -0.000466533 0.0174362 -0.000258924 -0.000551758 0.00532491 -0.0214861 -0.00699306 0.0115044 -0.0228279 0.0145736 -0.00956535 0.0182792 0.0204904 0.0261092 -0.00658892 -0.0366493 0.00229936 internal_weight=883.348 40.2419 35.8821 843.106 4.35979 840.486 31.922 8.075 4.19574 3.96014 23.847 8.42846 836.29 817.461 18.8291 814.738 806.858 148.05 27.7314 20.8228 120.318 9.87324 110.445 14.6983 95.7465 92.1198 70.3808 12.2362 7.81539 21.739 internal_count=8000 304 257 7696 47 7635 171 71 95 86 100 44 7540 7399 141 7350 7304 1207 334 231 873 162 711 191 520 473 337 121 101 136 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=31 num_cat=0 split_feature=31 149 243 160 5 31 148 46 81 5 241 32 38 40 0 12 135 11 1 242 203 12 42 10 36 32 240 12 130 33 split_gain=1.45957 1.62952 6.01219 2.35817 5.9427 6.39136 5.77226 9.46699 6.65132 6.27731 5.85487 6.58596 8.47469 4.46288 4.32619 4.11431 3.8629 4.75241 2.61789 2.32888 2.3104 2.22316 4.93466 4.59851 6.03641 4.64742 4.41481 4.3511 5.14056 7.24335 threshold=0.056106464723230109 1.0000000180025095e-35 0.066093754450409464 1.0000000180025095e-35 358312.50000000006 0.46864607295139443 1.0000000180025095e-35 0.0098500000000000029 -1805.4999999999998 75487.500000000015 41751.000000000007 0.45524424799466656 0.048150000000000005 0.13980000000000001 111048.00000000001 -1179.4999999999998 1.0000000180025095e-35 -1362.9999999999998 1.0000000180025095e-35 0.19305357142857141 1.0000000180025095e-35 -6461.4999999999991 0.38020000000000004 -23125.999999999996 0.98485000000000011 0.74251609762086679 0.086568659552292468 -6635.4999999999991 1.0000000180025095e-35 0.65859466613833262 decision_type=8 2 2 2 2 10 2 10 2 2 2 8 8 8 2 2 2 8 2 2 2 2 10 2 10 8 2 2 2 8 left_child=-1 3 -3 20 5 6 8 13 -5 -10 -11 16 19 15 -14 -8 -12 -18 -19 -13 21 22 23 24 -2 27 -23 28 -25 -30 right_child=1 2 -4 4 -6 -7 7 -9 9 10 11 12 14 -15 -16 -17 17 18 -20 -21 -22 26 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.028032353802553422 -0.053253373983018971 0.032641096699810773 -0.038314201236565419 -0.065393107324373312 0.040833543561072834 -0.060861348474289312 -0.068051892589120352 0.048515394639990356 -0.067977136026483809 0.037319302421453586 0.045877143013321478 -0.02362789863248467 -0.066325601786054664 -0.080108077608442671 0.038432948612475759 0.028817288626256723 -0.049833526038027508 0.036750764039292637 -0.010887971742030185 0.041746358815515965 0.028927785151466146 -0.046338987235878669 -0.061327797413553257 0.015189925748598919 0.030290813921804573 -0.057357343140578401 -0.0011401821694761074 0.033822316384398129 0.0072114702180972896 -0.0205186274308372 leaf_weight=4.607676349580287 7.0518122210050915 12.347760492935778 3.9373662974685422 3.7299722749739876 5.7033964215079314 6.172810931922867 2.0485862558707595 2.6731420541182151 2.8957695153076193 12.577538566663859 7.152793327346445 2.0435689570149433 8.891033956082536 7.200287103303709 1.1083819824270893 2.3576507810503218 3.4966597519814968 6.7945026550441963 5.0104704443365335 4.0864352528005838 7.0241615967825046 5.4570158603601149 2.823922559269703 81.119692241307348 3.1182281086221337 2.7855652635334982 541.213603984972 14.754697190364821 75.816979670431465 34.159340315673035 leaf_count=14 169 46 29 75 33 207 36 8 44 43 17 40 166 99 8 11 39 20 28 22 30 90 90 655 28 150 4622 72 632 477 internal_value=-3.506e-05 -0.000182767 0.0154857 -0.000479722 -0.00844026 -0.0120322 -0.00784974 -0.0363161 -0.000815471 0.00364042 0.00769402 -0.00196321 -0.0263367 -0.055854 -0.0547137 -0.01622 0.0155447 0.00136576 0.0165311 0.0199524 0.000382151 0.000121174 0.00434531 0.00519289 -0.027638 0.00679324 -0.00159137 0.00766133 0.00564141 -0.00140167 internal_weight=880.161 875.553 16.2851 859.268 83.943 78.2396 72.0668 14.2797 57.7871 54.0572 51.1614 38.5838 16.1294 11.6065 9.99942 4.40624 22.4544 15.3016 11.805 6.13 775.325 768.301 221.63 218.806 10.17 208.636 546.671 205.851 191.096 109.976 internal_count=8000 7986 75 7911 896 863 656 154 502 427 383 340 236 146 174 47 104 87 48 62 7015 6985 2273 2183 197 1986 4712 1836 1764 1109 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=31 num_cat=0 split_feature=241 241 107 11 241 9 33 241 9 241 33 33 14 12 12 19 4 242 632 58 31 32 34 62 7 239 123 6 10 7 split_gain=1.47888 2.49527 5.61656 3.5968 1.85651 1.87077 5.81466 5.73203 5.64742 6.96881 5.63651 7.20103 7.32053 7.2362 6.05487 5.97548 7.17142 6.02583 6.04796 5.85507 5.13572 5.00495 7.60382 7.08013 5.9638 6.86898 5.41492 4.7785 7.58318 7.53276 threshold=15468.750000000002 21187.500000000004 1.0000000180025095e-35 -932.49999999999989 22275.000000000004 0.018975500000000003 0.0073377653784585514 99816.750000000015 0.018717500000000001 114975.00000000001 0.14509547980217227 0.6321930890012285 9.5000000000000018 -173.49999999999997 -1016.4999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.33578333333333338 -1449.4999999999998 0.049150000000000006 0.32902964457574696 0.65175066695713102 0.017000000000000005 0.10645000000000002 31286.250000000004 0.12756957813933717 1.0000000180025095e-35 382851.00000000006 -22954.499999999996 23294.250000000004 decision_type=2 2 10 10 2 2 8 2 2 2 8 10 10 2 2 2 2 2 8 8 8 10 8 10 2 8 2 2 2 2 left_child=-1 2 3 -2 -3 7 -7 10 -9 -10 -6 13 14 15 -13 19 17 18 -17 -12 -18 27 -23 24 25 26 -24 29 -29 -8 right_child=1 4 -4 -5 5 6 21 8 9 -11 11 12 -14 -15 -16 16 20 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.023461517410183198 -0.038310593299443058 0.045842809813147228 -0.071262602819881476 0.033498902746363572 0.014336779774142609 -0.084171807073763427 0.00070242870278275479 0.0086536813834005889 0.013320210541996653 -0.067714451590250441 -0.067646234585235637 0.019333950358600013 -0.045244212879153874 0.027677359779790484 -0.057491288648276476 0.038824802572561802 0.026263958756282974 -0.00040573097434299732 -0.069234918173189136 -0.0085347380973985407 -0.027651264196729058 0.04388651285458027 -0.061330899153551346 0.008661367135917598 -0.055652098679800956 -0.042269925862045046 0.015691944246877847 -0.0705786486340753 0.011105400715008566 -0.05115762518706677 leaf_weight=6.6460808161646119 3.0432694498449564 2.2114941179752341 3.9885378958424553 4.083757655695079 30.456049039959908 1.9274452961981285 107.00583058292978 136.21146113995928 5.0595058896578831 5.5782747592311352 4.2966693423222742 44.095361182058696 5.6796055578161022 10.833794818725435 2.7230830451007924 1.3955767778679726 7.0143172396346953 5.1141988560557357 17.941271361894913 167.44093825249001 11.927873935666865 6.2319675053004167 2.6536834608414273 22.937711503094761 12.005614843335932 13.025374592398292 16.286628512199968 2.8805597233003928 208.45742120745126 7.4923692008014759 leaf_count=36 38 5 65 17 114 18 847 1125 36 86 74 514 134 47 77 5 29 40 276 1292 140 56 77 406 364 348 134 67 1417 116 internal_value=-3.48835e-05 -0.000214377 -0.0237524 0.00283596 9.02497e-05 -2.78602e-05 0.00246343 -0.00221926 0.00591351 -0.029173 -0.0060853 -0.0083189 0.0083625 -0.0121945 0.0148656 -0.0142024 -0.0307802 -0.0486709 -0.061436 -0.0100136 -0.00768639 0.00288196 -0.00893797 -0.0138581 -0.0256054 -0.0143205 0.00490045 0.0055352 0.00999204 -0.00269112 internal_weight=876.646 870 11.1156 7.12703 858.884 856.673 400.905 455.768 146.849 10.6378 308.919 278.463 52.498 225.965 46.8184 215.131 43.3932 24.451 19.3368 171.738 18.9422 398.977 73.141 66.909 43.9713 31.9657 18.9403 325.836 211.338 114.498 internal_count=8000 7964 120 55 7844 7839 3850 3989 1247 122 2742 2628 725 1903 591 1856 490 321 281 1366 169 3832 1385 1329 923 559 211 2447 1484 963 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=31 num_cat=0 split_feature=633 657 78 242 243 162 33 243 241 239 627 242 144 61 24 0 128 10 0 13 11 50 242 33 11 242 32 240 0 164 split_gain=1.43804 1.44576 1.56188 3.27369 6.20965 5.49779 5.39877 2.78399 5.7549 2.97048 2.55628 5.78765 2.52549 2.58999 7.95649 4.46025 5.78082 4.76343 5.9486 3.36309 3.34901 3.31178 4.13335 3.24862 2.5154 2.44663 6.89369 8.16433 7.54402 10.9899 threshold=-79.499999999999986 22736.250000000004 1.0000000180025095e-35 0.20544000000000004 0.029339801091616002 1.0000000180025095e-35 0.37486590641619366 0.078996384224776603 59812.500000000007 0.22918774443004383 15470.595000000003 0.10122239382239381 1.0000000180025095e-35 0.0092500000000000013 8.5000000000000018 109870.50000000001 1.0000000180025095e-35 -10303.999999999998 101564.50000000001 -4261.4999999999991 -9666.4999999999982 0.98085000000000011 0.17276461538461538 0.26294789218207787 -399.99999999999994 0.11001666666666667 0.36996946197229308 0.52679681487182528 107973.50000000001 1.0000000180025095e-35 decision_type=10 10 8 2 2 2 10 2 2 8 10 2 2 8 2 2 2 2 2 2 10 8 2 8 10 2 8 2 2 2 left_child=1 2 10 12 -5 6 7 8 9 -6 25 -12 13 19 -15 17 -17 18 20 23 -16 22 -20 -4 -19 26 28 -28 -1 -30 right_child=-2 -3 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 14 15 16 -18 24 21 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.014811861520750001 0.028485536262028623 0.035285218833577575 0.034030514488803641 0.038107703163715041 -0.012514288065339052 -0.081156978177119088 -0.051939593046726788 0.038244760505063168 -0.058617530266945654 0.039286748928468104 0.02018052807793777 -0.066512865865593407 -0.028117484834859152 -0.073832698537752706 0.013818071461041788 0.022775162316580243 -0.077867058271779019 -0.064822948370982514 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-0.000180603 -0.000297947 0.00494461 -0.00810798 -0.0178529 -0.010226 0.00250954 -0.007497 0.0110115 -0.00115838 -0.0295052 0.0100824 0.0119698 0.00627883 0.0104962 -0.0312618 0.0152706 0.0205202 0.0256043 -0.0423627 0.0257794 -0.0190227 -0.0214099 -0.0299262 -0.00085519 -0.00701303 -0.0166795 0.00646309 -0.0344164 internal_weight=872.886 868.489 865.625 122.04 34.4698 28.4672 25.4063 19.4638 15.2059 11.1639 743.585 7.86899 87.5707 83.4476 58.8739 55.9295 5.73857 50.191 44.968 24.5737 3.47062 41.4973 3.75188 3.29396 5.22301 735.716 132.3 77.0393 55.2605 9.3718 internal_count=8000 7976 7958 945 310 276 235 107 89 48 7013 143 635 598 422 378 64 314 274 176 40 234 44 44 40 6870 1553 1219 334 87 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=31 num_cat=0 split_feature=244 14 107 33 78 11 625 242 5 241 32 240 24 242 633 685 35 12 10 131 33 33 81 77 6 10 17 12 116 31 split_gain=1.42611 1.38905 4.66522 4.59206 3.81935 3.49136 3.10397 2.8373 5.41091 2.59117 2.51741 4.84471 7.16286 2.34604 2.11515 3.75576 2.96749 2.79029 4.02222 2.44761 7.16148 4.05915 4.75893 4.13874 3.61633 4.32894 3.09417 7.80192 6.12412 10.1406 threshold=-215.49999999999997 20.500000000000004 5.5000000000000009 0.61697391881022823 2.5000000000000004 -489.49999999999994 2836.5300000000002 0.13883095238095239 166050.00000000003 27337.500000000004 0.26535864083007171 0.33711898239533694 9.5000000000000018 0.081069111969111915 -2120.9999999999995 40873.747500000005 0.040950000000000007 -4048.4999999999995 -20077.499999999996 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 -1321.4999999999998 1.5000000000000002 284395.50000000006 -17380.999999999996 1.0000000180025095e-35 -114.49999999999999 1.0000000180025095e-35 0.32902964457574696 decision_type=8 10 8 10 8 8 8 2 2 2 10 2 2 2 8 8 8 2 2 2 10 8 2 10 2 2 2 2 2 8 left_child=-1 4 3 7 6 -4 13 8 -3 -5 -9 12 -12 -2 17 16 -16 18 -8 26 21 22 -21 -23 25 -24 -17 28 29 -28 right_child=1 2 5 9 -6 -7 14 10 -10 -11 11 -13 -14 -15 15 19 -18 -19 -20 20 -22 23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.037192765999899791 0.028487842196282059 0.027171287014401427 -0.077768258343211938 0.042100801090226493 -0.062070518797238905 0.0151974179264532 0.037543490767520983 0.050394977144234798 -0.058864996156257857 -0.058952105853861764 0.029772004548247966 0.046245252758649512 -0.075101458107055541 -0.064404593561704179 0.0399927035143667 0.00079787439129411241 -0.065881913600996531 0.038253729433008525 -0.04157447997470453 -0.066981718779597535 -0.058659015945801599 0.039333340082539393 0.021259281493834284 -0.018082296520848303 0.018183627664372627 -0.07955251011847092 0.026739928783039525 0.048490185183185278 -0.0058113220184748734 -0.060749059879276285 leaf_weight=2.5746616919059306 0.86898977402597699 5.0097051449120071 2.5149640808813274 0.81012124940752928 2.4996525648748493 1.6876189522445191 2.9419969487935296 9.4258017092943209 2.8769016023725271 2.923974386183545 3.9530751565471274 6.8885507150553167 2.768355795647949 3.1202804143540561 0.811425884021446 606.13525594543898 3.5898001357563771 8.1900280037661997 3.5385404152330011 2.3143147517694187 3.4929487364133811 19.905049586668614 1.9808557732030747 3.7262504003010681 17.986415201798081 2.3028471982106593 4.4923135722056058 6.0006218007765701 121.97926590539282 12.606375196482984 leaf_count=42 9 25 39 4 61 8 19 17 46 81 19 16 47 86 8 5433 92 38 55 57 111 89 13 33 103 30 24 27 1135 233 internal_value=-3.559e-05 7.47092e-05 0.00931381 0.0153467 -0.00035864 -0.0404363 -0.000171883 0.0216714 -0.0042133 -0.0370284 0.0305333 0.0167778 -0.0134222 -0.0441697 4.1645e-05 -0.00030026 -0.0463625 0.0188567 -0.00565696 -4.77696e-05 0.0104744 0.0154827 0.00125916 0.0302799 0.00835077 -0.0329355 -0.000772045 -0.00733114 -0.00973959 -0.0377632 internal_weight=869.917 867.342 38.8591 34.6565 828.483 4.20258 825.984 30.9224 7.88661 3.7341 23.0358 13.61 6.72143 3.98927 821.994 807.324 4.40123 14.6706 6.48054 802.923 51.7087 48.2157 24.5844 23.6313 22.2701 4.2837 751.214 145.079 139.078 17.0987 internal_count=8000 7958 302 255 7656 47 7595 170 71 85 99 82 66 95 7500 7388 100 112 74 7288 436 325 203 122 146 43 6852 1419 1392 257 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=31 num_cat=0 split_feature=9 59 243 10 36 35 11 38 9 13 61 243 46 243 45 45 118 43 63 57 35 235 73 38 35 64 52 240 11 50 split_gain=1.42025 1.39243 3.18331 3.68512 3.1687 3.1605 3.13602 3.00241 4.47333 2.7655 2.38885 4.56935 2.08284 3.05431 2.82789 2.30499 3.33234 2.411 2.28067 5.68597 4.35602 3.90328 6.56825 4.40149 3.47103 5.69563 7.19601 7.16915 6.36541 4.5847 threshold=0.0013045000000000003 0.24195000000000003 0.035914969546499205 -11187.999999999998 0.98735000000000006 0.20025000000000001 -594.49999999999989 0.063600000000000004 0.020479500000000001 -2756.4999999999995 0.0027500000000000003 0.054465751261471455 0.014750000000000001 0.030463598008264054 0.050350000000000006 0.18830000000000005 1.0000000180025095e-35 0.28425000000000006 0.11030000000000002 0.099250000000000019 0.11535000000000002 1.0000000180025095e-35 0.13450000000000004 0.0062500000000000012 0.074850000000000014 0.98485000000000011 0.062850000000000003 0.14928760726185583 -161.49999999999997 0.98635000000000017 decision_type=2 10 2 2 8 10 10 8 2 2 8 2 10 2 10 10 2 10 10 10 10 2 10 8 10 10 10 2 10 10 left_child=-1 5 4 7 -3 12 -6 -4 -9 10 -10 -12 15 -14 -15 17 -17 18 24 21 -21 22 23 -20 -2 26 27 -26 -29 -27 right_child=1 2 3 -5 6 -7 -8 8 9 -11 11 -13 13 14 -16 16 -18 -19 19 20 -22 -23 -24 -25 25 29 -28 28 -30 -31 leaf_value=0.034651706105551822 -0.00033638542369105774 0.041554805098985646 0.035711340795051102 -0.065343558004849783 -0.06450907399541056 -0.046277448519335213 0.032651676980168569 -0.06333669372499233 0.045128352995710316 -0.040125561588103043 -0.06575471092852879 0.02935848358840883 -0.061779578573052711 -0.040475389942243631 0.026121881631446305 -0.051127954268186171 0.019599387486660857 0.041853065006721771 0.041569117607813788 0.030833515819084618 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-0.000577668 -0.0143818 0.00424802 -0.00710384 0.00577379 0.0177609 -0.00414058 -0.000368604 0.0153161 0.0201156 -0.000771878 -0.0281803 -0.000509922 -0.000688894 0.0111918 -0.0298404 0.0202057 0.000911572 -0.0341298 -0.00129511 -0.0133118 -0.0255118 -0.0350774 -0.0489489 0.00765962 internal_weight=866.977 864.036 37.0418 23.1071 13.9347 826.995 3.32535 21.0154 15.4435 12.5658 9.9637 5.53454 823.229 20.6358 19.4264 802.593 7.59816 794.995 791.65 38.4331 6.92227 31.5109 14.3094 6.91268 753.217 55.6536 35.185 29.8441 22.6023 20.4687 internal_count=8000 7982 371 277 94 7611 40 234 192 125 85 66 7528 186 157 7342 183 7159 7145 351 98 253 149 111 6794 728 482 448 382 246 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=31 num_cat=0 split_feature=242 239 77 240 242 38 33 32 5 241 47 6 195 47 32 13 24 5 243 12 73 14 12 5 10 12 6 107 40 116 split_gain=1.36301 5.13993 4.06207 5.33767 3.95723 4.06091 2.77083 5.78847 2.57484 5.96237 2.93422 2.27966 2.19536 6.59851 3.90956 6.01308 5.29287 2.66494 6.34268 6.41026 12.8122 5.36189 4.059 3.63339 3.6312 4.22772 2.87943 7.12502 2.69037 4.87591 threshold=0.38807500000000006 0.06650642546047926 1.5000000000000002 0.082944508160643415 0.36406250000000001 0.019250000000000003 0.65371291610247184 0.36097867308248693 45450.000000000007 19947.937500000004 0.018050000000000004 902250.00000000012 1.0000000180025095e-35 0.0070499999999999513 0.59990032873096133 -3075.4999999999995 11.500000000000002 72670.500000000015 0.055828908769251208 -8961.4999999999982 0.078950000000000006 15.500000000000002 -12884.999999999998 76587.750000000015 -22324.499999999996 -1337.4999999999998 135756.00000000003 1.0000000180025095e-35 0.18675000000000003 1.0000000180025095e-35 decision_type=2 8 10 2 2 10 10 10 2 2 8 2 2 10 10 2 2 2 2 2 10 10 2 2 2 2 2 8 10 2 left_child=4 -2 3 -3 8 -6 7 -5 -1 10 -10 -4 17 14 15 -14 -17 18 19 -11 21 -21 -19 26 25 -20 -24 -28 -25 -30 right_child=1 2 11 6 5 -7 -8 -9 9 12 -12 -13 13 -15 -16 16 -18 22 24 20 -22 -23 23 28 -26 -27 27 -29 29 -31 leaf_value=0.025641258348836956 -0.04967923641242452 -0.064426542297270503 0.0099901521340773191 0.034138045956786496 -0.068442011016224477 0.037159827377101599 0.041762303045022119 -0.065724192412950244 0.009981688757134996 0.036456443896589301 -0.073180721567263185 0.051471997296568088 0.027637979705197203 -0.063617043413757707 0.037626021506909475 0.0018998854430477012 -0.086179640818642184 -0.057001037175068409 -0.060452306020963291 -0.068118782064585853 0.045474409763002266 0.031120176349621956 0.059943710159044386 0.0007969231938344904 -0.071496769259783377 0.046721489490680265 0.0465211042212028 -0.046023963338627037 -0.040292774824988498 -0.0040264009007090649 leaf_weight=9.5695254304446262 3.2014859309420016 2.7587468188721713 5.2909223895985624 3.3299002125859243 3.9577855232637367 1.1823389367200432 4.8043622282566503 2.5719035807996988 1.4241620739921916 7.8580149039626113 4.1556601068004966 8.8553269281983358 9.8923678174614924 2.6424501143628722 14.592394771869293 4.3660130570642677 2.7991085350513458 3.1127223057555957 1.9094107169657948 8.3930282741785067 5.07716648466885 1.6245705783367146 4.291192731820046 652.05477717658505 6.1870204568840546 1.7761022746562956 5.2545751300640378 3.4422533269971618 10.755209482507778 67.025862135284115 leaf_count=58 44 57 37 10 80 8 36 45 12 46 62 28 54 52 100 37 33 162 50 128 23 10 8 5671 114 3 19 46 163 804 internal_value=-3.38653e-05 0.010293 0.0172468 -0.00241036 -0.0004157 -0.0441513 0.0135699 -0.00938018 -0.000144261 -0.000445684 -0.0519548 0.0359571 -9.21875e-05 0.0122891 0.0186265 0.00237279 -0.032509 -0.000637391 -0.0145804 -0.000165972 -0.0192308 -0.052025 -2.38204e-05 0.000214936 -0.0480928 -0.0088037 0.0264284 0.00989125 -0.000251553 -0.00904115 internal_weight=864.156 30.8126 27.6112 13.4649 833.344 5.14012 10.7062 5.9018 828.204 818.634 5.57982 14.1462 813.054 34.2923 31.6499 17.0575 7.16512 778.762 32.8253 22.9528 15.0948 10.0176 745.937 742.824 9.87253 3.68551 12.988 8.69683 729.836 77.7811 internal_count=8000 257 213 148 7743 88 91 55 7655 7597 74 65 7523 276 224 124 70 7247 374 207 161 138 6873 6711 167 53 73 65 6638 967 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=31 num_cat=0 split_feature=178 30 13 680 81 680 239 81 164 242 81 239 13 189 212 59 11 66 59 38 57 5 31 164 81 10 11 12 81 81 split_gain=1.36125 4.7128 7.00388 2.14023 2.83817 1.77165 1.784 4.36055 3.64644 2.70062 4.61897 2.44711 3.82447 2.26137 2.19305 3.45781 2.91627 2.83436 3.87035 4.06399 8.02233 5.04129 3.34751 5.41997 8.05356 6.75771 8.71613 5.09261 4.7745 4.61825 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 158.40000000000003 -1.0000000180025095e-35 13658.805000000002 0.013646499317471902 -1660.4999999999998 1.0000000180025095e-35 0.19077500000000003 -727.49999999999989 0.0112259153612133 -2009.9999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.49485000000000007 -479.49999999999994 0.04685000000000001 0.24195000000000003 0.022650000000000003 0.033650000000000006 84825.000000000015 0.50328112624234611 1.0000000180025095e-35 -180.49999999999997 -10954.999999999998 -8843.4999999999982 -6339.9999999999991 -315.49999999999994 -153.49999999999997 decision_type=2 2 2 8 2 8 8 2 2 2 2 10 2 2 2 10 8 10 10 10 8 2 10 2 2 2 10 2 2 2 left_child=3 2 -2 4 -1 -5 7 -7 9 10 -9 12 -12 14 15 17 -16 18 19 22 -21 -22 -8 24 25 26 27 -24 -25 -26 right_child=1 -3 -4 5 -6 6 13 8 -10 -11 11 -13 -14 -15 16 -17 -18 -19 -20 20 21 -23 23 28 29 -27 -28 -29 -30 -31 leaf_value=-0.064269703238130818 0.025494986354419658 0.042621093605690878 -0.079088929474034161 0.022441138933044388 0.015164784215395081 -0.060932564824393159 -0.00069848580486913672 -0.066527458705513839 -0.032363877200627521 0.037510084985991725 -0.068295565108988598 0.037142807763116716 0.021343191278848799 0.030176029306348856 0.031435074957190584 -0.061974749072212336 -0.023508388567246276 0.0099979689818656473 0.021285741991032628 0.00954896407856555 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2.08922 2.74614 8.89168 10.4338 9.21751 7.90021 7.22026 6.81572 7.16846 6.27168 6.08824 threshold=-10093.499999999998 0.82737253185005522 -8387.9999999999982 -2900.9999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -3181.4999999999995 -2495.4999999999995 1.5000000000000002 -1236.9999999999998 0.022712500000000004 9.5000000000000018 2.0208757576840179 0.35398217670940729 -3881.4999999999995 0.67020000000000002 1.0000000180025095e-35 -15576.999999999998 39937.500000000007 6.5000000000000009 1.0000000180025095e-35 0.11580000000000001 0.17333906334237648 36708.750000000007 1.0000000180025095e-35 0.46680581626649492 0.58060556429891952 -328.49999999999994 0.081550000000000025 105877.50000000001 decision_type=8 10 8 2 2 2 2 2 10 2 2 8 10 10 10 8 2 2 2 10 2 10 10 2 10 2 8 2 10 2 left_child=1 -1 4 12 5 6 -2 8 10 13 14 -12 -4 -10 15 -5 19 -18 -19 20 -9 22 23 29 -24 -23 27 -26 -25 -22 right_child=2 -3 3 7 -6 -7 -8 16 9 -11 11 -13 -14 -15 -16 -17 17 18 -20 -21 21 25 24 28 26 -27 -28 -29 -30 -31 leaf_value=-0.05939056729237796 0.061015086466519132 0.047787911349061449 -0.059286946975295476 0.061470158352589427 0.055022885486575385 0.045596231357494396 -0.064809433805970054 0.00028770342869144236 0.020743671232234653 0.034396468113717403 0.041896154265505609 -0.066247871801713834 0.054324185134290992 -0.070989595283438664 0.044521064303979549 -0.059251772648615336 0.044221342188143664 0.032675902661820438 -0.047141326709135747 0.013662608472671631 -0.012854686717963169 0.029063122981322909 -0.061454530539666291 -0.062591568327137151 0.013811464585599398 -0.038181854386295642 -0.064527527118430045 -0.08050553497974744 0.022416196719402155 0.015977872089832503 leaf_weight=1.9007029819185848 0.95444685220718417 0.48250560648739327 3.291503532818751 1.1472900591325044 3.1989839759189636 3.3228234085254371 2.8554875827394408 624.99038930196548 0.78976609557867083 2.1398986373096696 1.1501418957486742 1.3884236784651873 0.47266775369644154 3.123622250976041 12.216373859439047 1.363987900316715 8.1489349883049709 3.0606485139578572 4.2708077095448971 24.440590576501563 32.731733733788133 23.989282645168718 16.059508971229661 9.5743576721288246 14.259256003191698 4.7886849283240727 5.3237245422787955 2.3460426449310043 2.8055174159817389 41.551653567235917 leaf_count=102 1 6 159 4 15 22 67 5457 7 11 12 46 1 66 58 41 27 9 35 184 280 179 370 158 113 109 144 32 23 262 internal_value=-3.38404e-05 -0.0376912 7.10321e-05 -0.000165494 0.0194254 0.00346028 -0.0332885 3.51132e-05 0.0153537 -0.0217662 0.0283674 -0.0172513 -0.0450208 -0.0524768 0.0362306 -0.00409935 -0.000401406 0.0167331 -0.0138202 -0.000731786 -0.00118374 -0.00717759 -0.0129611 -0.0033836 -0.0348101 0.0178735 -0.0152973 0.000486097 -0.0433272 0.00327329 internal_weight=858.14 2.38321 855.757 845.425 10.3317 7.13276 3.80993 841.661 23.3195 6.05329 17.2662 2.53857 3.76417 3.91339 14.7277 2.51128 818.341 15.4804 7.33146 802.861 778.42 153.43 124.652 86.6633 37.9885 28.778 21.929 16.6053 12.3799 74.2834 internal_count=8000 108 7892 7787 105 90 68 7627 245 84 161 58 160 73 103 45 7382 71 44 7311 7127 1670 1382 723 659 288 289 145 181 542 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=31 num_cat=0 split_feature=203 78 10 9 14 23 11 0 10 239 0 57 32 32 242 5 33 48 34 242 14 14 7 7 625 8 24 239 13 6 split_gain=1.35817 1.43537 2.99164 6.04596 3.95962 3.28351 5.09647 2.94963 3.50284 7.56535 3.44159 8.25705 3.83839 6.93979 3.53953 3.05043 3.62173 3.00047 4.71177 2.60555 2.52195 2.20267 2.07484 6.19883 5.35027 5.07939 10.5652 6.06759 5.42224 6.76433 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -19776.499999999996 0.024887000000000003 6.5000000000000009 1.5000000000000002 -332.49999999999994 110900.50000000001 -10255.999999999998 0.11219433741880906 101564.50000000001 0.059750000000000004 0.57579659482178502 0.48950152112027451 0.082469287494806809 102375.00000000001 0.20383736949840062 0.078250000000000014 0.19775000000000001 0.19778333333333334 18.500000000000004 6.5000000000000009 28127.250000000004 27427.500000000004 17255.025000000005 491523.75000000006 13.500000000000002 0.051940436891028056 -4528.4999999999991 808317.00000000012 decision_type=2 8 2 2 10 2 10 2 2 10 2 8 10 10 2 2 10 10 10 2 8 10 2 2 10 10 2 8 2 2 left_child=1 22 3 4 -3 6 -4 8 10 -10 11 -7 13 15 -15 16 -12 -14 -19 -5 21 -17 23 25 -24 -1 28 -28 29 -27 right_child=-2 2 5 19 -6 7 -8 -9 9 -11 12 -13 17 14 -16 20 -18 18 -20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.00061082964947444451 0.021275399227233441 -0.059196787951035307 -0.070700988871406661 0.023630012442767211 0.025778399203825127 0.029666557360761032 0.028994504162714888 -0.037883843086633173 0.012094038100320042 -0.081963338963471036 0.022836386492072133 -0.084317292186755141 0.037602033227766077 0.027537220721237671 -0.059269722889146316 0.025147863288062584 -0.049180716220798053 -0.055192495584116277 0.044608995938440671 -0.032094891096067654 0.033812288755711864 -0.04597209511631245 0.0028721772540020838 -0.04935371455406265 -0.067698352165140599 -0.069596577317339869 -0.075009468786187014 0.021428059794893903 -0.049341793420740646 0.048379683570874181 leaf_weight=385.94902639169595 7.412784374319016 7.2977294956799614 3.1163217634893954 9.270629770238882 1.6880107768811283 3.7420047251507631 2.1777349067851892 3.0084132062038398 7.518718949519096 2.9872903416398913 3.7115576025098589 2.7612393642775714 28.912639652262442 1.5391145513858635 4.9541546108666807 2.3313724379986551 3.2961214231327176 2.3681706530041984 2.3623642125166953 2.711141580482944 20.20248279441148 2.0424840585328639 289.28225928157917 7.1637345226481548 2.7109399910550556 1.8722652401775146 1.8173611729871506 15.908948667347429 21.565479621523991 3.460989436134696 leaf_count=3438 36 138 58 63 15 23 13 36 40 40 14 45 131 10 75 13 33 39 11 41 82 28 2749 103 70 53 37 161 386 19 internal_value=-3.37381e-05 -0.000220071 0.00489632 -0.0122302 -0.0432338 0.00859715 -0.0296908 0.0108067 0.0124576 -0.0146503 0.0160983 -0.0187303 0.0192564 0.0083837 -0.0386937 0.0180622 -0.0110375 0.0315622 -0.005353 0.011021 0.0263597 -0.00806342 -0.00104741 -0.00322492 0.00221698 -0.00245744 -0.0184283 0.011541 -0.038178 0.00696354 internal_weight=855.143 847.731 118 20.9675 8.98574 97.0322 5.29406 91.7381 88.7297 10.506 78.2237 6.50324 71.7205 38.0773 6.49327 31.584 7.00768 33.6432 4.73053 11.9818 24.5763 4.37386 729.731 437.738 291.993 430.574 44.625 17.7263 26.8987 5.33325 internal_count=8000 7964 948 257 153 691 71 620 584 80 504 68 436 255 85 170 47 181 50 104 123 41 7016 4197 2819 4094 656 198 458 72 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=31 num_cat=0 split_feature=31 5 207 241 0 13 35 10 106 14 12 243 36 7 32 32 12 33 12 33 12 30 10 33 105 13 10 5 24 81 split_gain=1.36932 4.24331 4.61833 2.73145 2.72985 3.54752 2.96512 2.41042 5.06922 4.68674 5.70815 2.87322 5.76655 2.39345 2.0864 2.03782 4.82249 6.20565 5.4725 6.32662 5.08272 8.36268 7.75483 7.11873 5.10144 4.81214 4.76103 6.68329 4.37945 4.34025 threshold=0.20024914172550759 97875.000000000015 1.0000000180025095e-35 55729.875000000007 106336.50000000001 -2409.4999999999995 0.085950000000000013 -9098.9999999999982 1.0000000180025095e-35 22.500000000000004 -2473.4999999999995 0.066828626265823657 0.98385000000000011 24237.000000000004 0.43691028547104732 0.24546903361927644 -3058.9999999999995 0.14509547980217227 -1298.9999999999998 0.4857523160054924 -5329.9999999999991 1.0000000180025095e-35 -15479.499999999998 0.42854052718861196 1.0000000180025095e-35 -2337.9999999999995 -20596.499999999996 178875.00000000003 11.500000000000002 -775.49999999999989 decision_type=8 2 2 2 2 2 8 2 10 10 2 2 8 2 10 10 2 8 2 10 2 2 2 8 8 2 2 2 2 2 left_child=1 2 -1 -3 5 -5 -7 15 9 10 11 12 -9 -6 -13 16 17 -2 -18 29 22 23 24 25 26 -22 -19 -28 -24 -20 right_child=7 3 -4 4 13 6 -8 8 -10 -11 -12 14 -14 -15 -16 -17 18 20 19 -21 21 -23 28 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.079766847033774693 0.034405503808731329 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8.876175612211231 3.6853275799658141 2.481618644669652 4.5595950158312908 4.9710110439918997 18.593256699852645 6.4304347317665806 2.4820383675396505 4.034044391475617 3.5518233738839626 15.002487668069078 11.774555325508118 leaf_count=30 25 47 14 32 36 15 38 40 29 5 55 20 65 40 21 6695 153 64 27 58 27 51 40 114 64 13 55 18 49 60 internal_value=-3.33001e-05 0.00779036 -0.0319286 0.0128793 0.0048996 -0.010756 0.00404626 -0.000546774 -0.0158116 -0.00853645 -0.0166416 -0.00256581 -0.0213529 0.0183346 0.0217455 -5.31133e-05 0.00527165 -0.00281487 0.0154938 -0.00320917 -0.00793351 -0.0244995 0.00278134 -0.0125027 -0.0166894 -0.0656999 -0.00238855 -0.0319117 0.0256867 0.00756046 internal_weight=852.154 52.483 5.96061 46.5224 32.4467 14.9849 10.9362 799.671 25.0509 22.6782 20.1199 15.7268 8.87128 17.4617 6.8555 774.62 145.85 81.4316 64.4189 24.3361 71.5868 28.1165 43.4703 23.5569 23.4968 4.96366 17.0663 7.58587 19.9735 20.6507 internal_count=8000 252 44 208 161 85 53 7748 235 206 201 146 105 76 41 7513 818 520 298 145 495 205 290 154 201 40 137 73 89 87 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=31 num_cat=0 split_feature=573 238 43 657 7 0 239 241 7 7 33 9 21 239 154 12 0 126 169 0 239 10 633 8 48 32 14 3 12 242 split_gain=1.35967 1.366 1.7659 1.56625 1.47087 5.0345 8.26571 6.88001 5.75281 5.85533 5.45017 6.24535 5.20441 5.26766 5.00839 7.46324 4.9742 7.56541 7.30476 6.28385 9.237 7.74372 7.28197 6.77022 7.55455 6.37139 8.46656 6.18612 8.65923 7.09633 threshold=0.92983976905486043 1.0000000180025095e-35 0.021350000000000004 22736.250000000004 28127.250000000004 104738.50000000001 0.090281372824969466 33637.500000000007 32600.250000000004 33034.500000000007 0.66985422393433802 0.018421500000000004 2.5000000000000004 0.064823721816836211 1.0000000180025095e-35 -499.49999999999994 104195.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 106477.50000000001 0.13776829100367233 -10303.999999999998 -906.49999999999989 794250.00000000012 0.14970000000000003 0.50157634424248076 12.500000000000002 1.0000000180025095e-35 -6584.4999999999991 0.30436666666666673 decision_type=8 2 8 10 2 2 8 2 2 2 8 2 2 10 2 2 2 2 2 2 8 2 10 10 10 8 8 2 2 2 left_child=-1 3 -3 4 16 14 12 -8 10 -10 -9 -12 13 -7 -6 -16 17 18 27 20 21 25 -21 24 -22 -18 -27 29 -29 -2 right_child=1 2 -4 -5 5 6 7 8 9 -11 11 -13 -14 -15 15 -17 19 -19 -20 22 23 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.038865983074926169 0.013347119559383029 0.04645622270995807 -0.0034700524587840593 0.038024673059327302 -0.0028578834244333512 -0.01109826919107779 -0.073464253617132338 0.036196431122951643 -0.072838407126068275 0.009425167228999505 -0.070425518914471255 0.019398537435098229 0.009262974325974364 -0.060625331740802237 -0.061703402421916333 0.043730501048445808 0.015650766522060773 -0.072218541328843686 -0.071957535136426762 -0.00055498939252804174 -0.055267256076789506 -0.058359259198025343 -0.068120831561307563 0.04052780943169184 0.019661096670931792 0.019206518749159837 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threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.10985000000000002 0.44664389997845949 -2861.4999999999995 0.3714916490179011 0.095250000000000015 0.1208 0.12555000000000002 992250.00000000012 89550.000000000015 1.5000000000000002 0.0064670000000000014 1.0000000180025095e-35 1.5000000000000002 15133.500000000002 -3939.4999999999995 137250.00000000003 1.5000000000000002 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.11334878579147296 9.5000000000000018 1.0000000180025095e-35 80628.750000000015 1.0000000180025095e-35 0.018421500000000004 20531.250000000004 decision_type=10 2 8 10 2 10 10 8 8 8 2 10 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 -4 5 -5 -3 -1 -9 12 -11 -12 13 -10 -15 16 17 18 -14 20 23 22 -17 24 -18 26 28 -13 29 -22 right_child=-2 2 3 4 -6 -7 -8 8 9 10 11 27 15 14 -16 21 19 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0038340068883631218 0.042201019773843385 -0.064586662792299132 0.036849113217984945 0.027152480766881672 -0.064482501215921986 -0.055636773591367122 0.0093654270642479966 -0.05148238428057942 -0.05532500234184945 0.041037610551982517 -0.057112884711682757 -0.028623644898017456 -0.066926982199139104 -0.072532687994536965 0.0027241180852706146 0.0046923382247051589 -0.02121083428945799 0.017071451197429619 0.045869272811704789 -0.066083309415685659 0.045316287491115298 -0.057494095493279676 -0.05253858422880045 0.042554881059035599 -0.072134141964326673 0.034277271342720329 -0.068915403148127774 0.029633691583313589 0.016880281706717834 -0.072988879697165804 leaf_weight=227.1517910946859 2.0205637305043629 5.4638974296976803 22.355129207950085 10.143799097742884 3.6889651929959664 2.6534389321459466 2.0017523502465338 6.1701715998351565 10.157096281705888 3.8400405328720835 13.129147395491602 9.2603024824056757 5.8973235829034811 3.1291836872696903 21.501102454145439 386.35548518208088 12.741067279828718 32.235950334696099 2.006532384082675 7.1810056432150295 1.7662781532853902 3.8277835871267589 4.0064233615994445 1.9672248512506474 8.6867525794077647 8.3281467687338573 4.3085408618208012 5.2959431380731976 14.690907076466827 3.7455323752947152 leaf_count=2421 9 164 86 61 89 113 19 146 180 14 277 144 127 42 158 2885 118 257 6 102 5 52 51 7 135 50 70 57 96 59 internal_value=-3.21091e-05 -0.000133254 0.0081963 0.0183746 -0.00667668 0.00998657 -0.044758 -0.000616984 -0.00239005 -0.00185303 -0.0222164 -0.0309899 -0.000647537 -0.0209943 -0.00683697 0.0007745 -0.00962617 0.00617 -0.0382917 -0.0196246 -0.0136919 0.0035068 0.00410496 -0.0347572 -0.0418549 0.00131509 -0.00988441 -0.0074281 0.00270486 -0.0350776 internal_weight=845.707 843.687 46.307 38.8413 16.4862 12.7972 7.46565 797.38 570.228 564.058 31.5254 27.6854 532.532 34.7874 24.6303 497.745 103.555 40.1398 7.90386 63.4155 56.2344 394.19 390.362 23.395 21.4278 32.8394 24.5113 14.5562 20.2027 5.51181 internal_count=8000 7991 532 349 263 174 183 7459 5038 4892 492 478 4400 380 200 4020 1032 390 133 642 540 2988 2936 260 253 280 230 201 160 64 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=31 num_cat=0 split_feature=135 73 76 0 32 81 12 151 81 32 32 0 50 241 107 242 24 33 170 107 14 627 240 10 48 10 9 240 241 8 split_gain=1.40601 4.24807 4.24506 3.84541 5.25228 8.91782 6.03277 8.68212 5.1267 5.00338 6.40616 4.72742 4.41375 3.80379 3.77207 3.74221 3.18159 3.11102 2.59935 2.5554 6.01113 6.92381 7.21464 5.75813 5.96071 6.04342 5.4625 5.19123 7.58098 7.67075 threshold=1.0000000180025095e-35 0.011850000000000001 0.012750000000000003 108138.50000000001 0.17168434217538378 -1.0000000180025095e-35 -931.49999999999989 1.0000000180025095e-35 -508.49999999999994 0.41591823767189678 0.43389724364250071 109911.50000000001 0.98485000000000011 48937.500000000007 1.5000000000000002 0.12657323232323234 7.5000000000000009 0.67778009598813893 1.0000000180025095e-35 4.5000000000000009 20.500000000000004 5437.4400000000014 0.23705716009712333 -10255.999999999998 0.042550000000000011 -8859.4999999999982 0.018119000000000003 0.28629935551033353 81375.750000000015 204750.00000000003 decision_type=2 8 8 2 8 2 2 2 2 10 10 2 10 2 10 2 2 8 2 8 8 8 2 2 8 2 2 2 2 10 left_child=1 -1 -3 4 -4 6 7 9 17 -6 -11 -10 16 -7 -13 -8 -12 -5 -19 20 21 -2 26 -22 -25 -26 -23 -24 29 -29 right_child=19 2 3 8 5 13 15 -9 11 10 12 14 -14 -15 -16 -17 -18 18 -20 -21 23 22 27 24 25 -27 -28 28 -30 -31 leaf_value=-0.063501926367858563 0.033623292918141472 0.052401985858429513 0.023401953055570055 0.036377873321013221 -0.075499983712052784 0.055515157600489695 0.043020775430116266 0.043283549154786903 0.020626011066955559 0.033945898346924457 0.00087130276589816218 -0.081138606491507947 0.00775363416406277 -0.00022954676095304039 0.0083834201660542545 -0.024874301053384146 -0.067793396230967501 -0.041690099186820262 0.03160210692570093 0.0039481141921262125 0.0021717655008384241 -0.068062993149883677 0.016549264050070452 0.032036159783527404 -0.046372634072207847 0.0024274418515920974 -0.022212644067539866 0.0012023217273912142 -0.00027535152102781563 -0.051868556182736114 leaf_weight=2.2029999569058409 7.8217066754878033 4.8394504142925134 14.797415993176399 22.474000077228997 7.9270814422052345 5.9218607286456955 4.9590552949812317 3.343759686453267 5.1446670334553328 3.4030164629220989 2.0301944902166715 3.138326634420082 3.4813626143150023 6.3326897248625755 1.8825119084212927 3.4355003200471401 9.9799389491381572 2.6101883328519753 2.2547106486745179 202.58126784896012 366.50364994740812 9.1410650971811283 17.709891364414943 4.7210190403275183 17.593707994325086 9.9222133362200129 22.449559135129675 10.547850192990156 43.312711977516301 19.20694539276883 leaf_count=46 66 14 58 99 97 16 22 19 35 12 17 46 52 54 15 38 225 43 14 1530 3569 201 161 33 186 69 350 123 479 311 internal_value=-3.40202e-05 0.00523214 0.00663476 0.00448682 -0.00281326 -0.0104473 -0.0222555 -0.0326884 0.0172579 -0.0421596 -0.0281719 -0.0130582 -0.0418173 0.0267084 -0.0475732 0.0152345 -0.0561863 0.0285304 -0.00772172 -0.000827054 -0.00265595 -0.0119843 -0.0148995 0.000389783 -0.0198697 -0.0287754 -0.0354799 -0.00773756 -0.0136241 -0.0330553 internal_weight=841.67 110.159 107.956 103.116 65.6119 50.8145 38.5599 30.1654 37.5044 26.8216 18.8945 10.1655 15.4915 12.2546 5.02084 8.39456 12.0101 27.3389 4.8649 731.512 528.93 130.19 122.368 398.741 32.2369 27.5159 31.5906 90.7774 73.0675 29.7548 internal_count=8000 922 876 862 610 552 482 422 252 403 306 96 294 70 61 60 242 156 57 7078 5548 1691 1625 3857 288 255 551 1074 913 434 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=31 num_cat=0 split_feature=633 31 5 241 139 35 12 13 6 11 31 81 243 10 14 5 239 36 33 14 32 58 81 27 31 40 239 10 243 32 split_gain=1.34386 1.43341 3.59437 2.50421 2.44675 4.62495 4.07146 4.94622 5.3162 2.30475 3.71311 3.75972 3.47176 3.45602 6.36263 8.48696 2.97705 2.35975 2.26169 5.08276 4.01701 4.83595 4.43414 3.83405 7.26791 5.10722 3.68516 3.20423 6.89128 5.90907 threshold=-79.499999999999986 0.20024914172550759 97875.000000000015 55729.875000000007 1.0000000180025095e-35 0.085950000000000013 -5617.4999999999991 -1257.4999999999998 340614.00000000006 -178.49999999999997 0.59269885118989296 -1.0000000180025095e-35 0.079175716988334519 -8859.4999999999982 22.500000000000004 89550.000000000015 0.0081174628329643023 0.97735000000000005 0.14509547980217227 11.500000000000002 0.12843832172787026 0.10515000000000001 -248.49999999999997 1.0000000180025095e-35 0.29878414241390711 0.036900000000000009 0.19739043627268146 -12648.499999999998 0.029357797718419554 0.24546903361927644 decision_type=10 8 2 2 2 8 2 2 2 10 8 2 2 2 10 2 10 8 8 8 10 8 2 2 8 8 10 2 2 10 left_child=1 2 -1 -4 5 -5 -7 8 -8 13 11 12 -11 18 15 -15 -12 -17 19 26 -21 -22 -23 27 -25 -26 -3 -20 -29 -30 right_child=-2 9 3 4 -6 6 7 -9 -10 10 16 -13 -14 14 -16 17 -18 -19 23 20 21 22 -24 24 25 -27 -28 28 29 -31 leaf_value=-0.029872632342208244 0.02829234319172216 -0.060578262282656462 0.030558131886799778 0.026481085470312291 0.034787849844388694 0.024746047722347689 -0.011455945800105016 0.0018850968328095919 -0.10127892108992841 -0.068107669920943803 -0.016596398257753733 0.039606250669647583 0.025742308354498505 0.024962101472515888 0.047774331160075595 0.0038851194720155666 0.032153810923583867 -0.072827249439753411 0.0010844313159042375 0.048355754490275453 -0.032812042889338464 0.023800066454603874 -0.018977628375331877 0.024870669937897841 0.047275295729535843 -0.058047608214164305 0.0099815133191147806 -0.066152911554193616 0.010036454381079885 -0.011080221493453132 leaf_weight=5.5977778974920502 4.1664632582105687 4.230451399460434 13.593760925345121 9.4642083556391352 5.6494476292282334 4.3032742440700558 2.9806905481964376 5.8581532370299056 3.6822872953489423 3.5516428818227723 3.8054077853448716 1.9752341136336351 1.3638196610845623 3.7875562408007672 2.5622495152056208 1.1396252876147599 17.68766748229973 8.3300783646991476 494.12940934320795 7.4095207974314681 6.0855575092136851 30.190539642237123 7.5784263163805035 5.0969404662027982 1.2921065816190065 10.540490096522262 3.2892330009490252 4.766945896903052 46.004830233287066 118.36836866289377 leaf_count=42 24 34 47 38 18 14 24 27 40 67 57 13 11 25 7 17 87 116 5341 17 44 108 37 28 12 218 15 107 202 1163 internal_value=-3.34315e-05 -0.000174887 0.00793634 0.0125847 0.00493462 -0.00148087 -0.0172103 -0.0316299 -0.0610965 -0.000704421 0.0132828 -0.0186563 -0.0420685 -0.0012304 -0.0243544 -0.0382948 0.0235225 -0.0635953 -0.000735381 0.00867396 0.014305 0.00855184 0.0152166 -0.00154855 -0.0250451 -0.0465465 -0.0297143 -0.000948815 -0.00688878 -0.00517008 internal_weight=838.482 834.316 51.1296 45.5318 31.9381 26.2886 16.8244 12.5211 6.66298 783.186 28.3838 6.8907 4.91546 754.802 15.8195 13.2573 21.4931 9.4697 738.983 58.7837 51.264 43.8545 37.769 680.199 16.9295 11.8326 7.51968 663.27 169.14 164.373 internal_count=8000 7976 250 208 161 143 105 91 64 7726 235 91 78 7491 165 158 144 133 7326 255 206 189 145 7071 258 230 49 6813 1472 1365 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=31 num_cat=0 split_feature=228 103 13 31 107 14 5 241 13 242 32 11 31 38 10 14 5 239 356 33 38 241 7 13 81 27 10 12 81 9 split_gain=1.32394 1.30733 1.52622 1.52237 3.2496 4.0288 3.68739 2.80244 2.36819 7.37708 2.01938 2.0156 3.93411 3.89024 2.9511 5.7939 7.72989 2.68522 2.24068 2.22273 3.73967 5.45686 2.75114 4.05646 3.46722 2.81522 8.10082 3.59282 3.53083 2.70059 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3331.9999999999995 0.20024914172550759 1.0000000180025095e-35 5.5000000000000009 112275.00000000001 55729.875000000007 -1257.4999999999998 0.17162000000000002 0.45524424799466656 -178.49999999999997 0.59269885118989296 0.0016500000000000002 -8859.4999999999982 22.500000000000004 89550.000000000015 0.0081174628329643023 18735.750000000004 0.11392442368259932 0.042050000000000011 104250.00000000001 7987.5000000000009 -1428.4999999999998 -30.499999999999996 1.0000000180025095e-35 -11747.999999999998 -4082.4999999999995 -2617.4999999999995 0.018421500000000004 decision_type=2 10 2 8 8 10 2 2 2 2 10 10 8 10 2 10 2 10 8 8 8 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 -6 -8 9 10 -9 14 13 -13 18 16 -16 -14 -5 20 21 -20 23 24 -21 -24 28 -28 -27 -22 right_child=-2 2 -4 11 6 -7 7 8 -10 -11 -12 12 17 -15 15 -17 -18 -19 19 22 29 -23 25 -25 -26 26 27 -29 -30 -31 leaf_value=-0.065709185418284188 0.025839604542543911 0.04427379695255395 -0.00582272555299431 0.028719886232522019 -0.025508883669666832 0.010434437048635609 0.040343361349584626 -0.0084825806727531605 0.027913035659656284 -0.066467882232842598 0.032311635511042922 -0.065518346566473859 -0.015522876397466532 0.013123813212337021 0.023962923977981346 0.046932949139736557 -0.061268048203568529 0.030980571267436249 -0.0652783049872495 -0.063325390981633325 0.033282542952383087 0.020492360003343826 -0.00084874990612689497 0.016470780392990349 -0.0051957660483971735 0.049045817073496964 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0.0227061 -0.000938544 -0.00119677 0.010639 -0.0211535 -0.00184425 -0.0228589 -0.03979 -0.00136819 -0.0215226 0.0176186 -0.0521544 0.0184579 internal_weight=835.814 830.898 6.19992 824.698 50.3061 7.03397 43.2722 37.8846 27.1618 16.0605 12.5735 774.392 27.5802 6.35824 746.812 15.3878 12.9079 21.222 731.424 725.111 37.6099 7.42384 687.501 15.2294 10.6462 672.271 16.8913 7.41562 9.47564 30.1861 internal_count=8000 7971 43 7928 248 50 198 160 130 90 63 7680 233 90 7447 165 158 143 7282 7242 159 44 7083 236 195 6847 253 61 192 115 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=31 num_cat=0 split_feature=244 7 8 33 7 12 7 7 9 30 7 31 45 106 55 5 5 107 11 12 12 240 624 240 11 9 71 52 237 242 split_gain=1.32475 1.6138 1.3167 6.3069 3.788 2.32789 3.2621 1.70638 5.74736 7.00146 2.55443 7.44132 4.71872 4.61566 3.07543 2.35784 3.6944 6.76072 2.92993 2.45822 4.86733 5.37833 4.57321 4.46136 6.8641 5.70187 6.4124 4.64568 4.82761 7.34776 threshold=-215.49999999999997 15885.000000000002 1707750.0000000002 0.24518380290995226 65972.250000000015 -12884.999999999998 5555.2500000000009 54981.000000000007 0.019967499999999954 1.0000000180025095e-35 49266.000000000007 0.20024914172550759 0.016450000000000003 1.5000000000000002 0.14585000000000001 402750.00000000006 334917.96750000009 4.5000000000000009 -981.49999999999989 -8303.4999999999982 -8128.4999999999991 0.13913890647469726 10317.870000000001 0.52679681487182528 -1884.9999999999998 0.025778000000000002 0.047750000000000008 0.051200000000000002 1.0000000180025095e-35 0.31931666666666675 decision_type=8 2 8 10 2 2 2 2 2 2 2 8 8 10 8 2 2 8 10 2 2 2 8 2 8 2 8 10 2 2 left_child=1 -1 4 -4 5 6 -2 10 9 -9 15 -12 -13 14 -14 16 19 -18 -19 22 21 -21 -7 25 -25 27 -27 28 29 -24 right_child=2 -3 3 -5 -6 7 -8 8 -10 -11 11 12 13 -15 -16 -17 17 18 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.017296223682707581 0.057851964739632868 -0.067219891179585212 0.043944314659294728 -0.056977645268071767 -0.062162567064475163 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28.593807711615227 3.4861850128509104 22.984124450711537 4.8292351592972382 9.5313285498996265 3.3896669398527584 43.441483131377026 7.2079418698558575 leaf_count=10 1 32 31 82 88 62 188 64 84 13 10 7 8 14 220 116 106 39 5 5 5561 76 280 74 146 66 200 60 324 28 internal_value=-2.98798e-05 -0.0367444 7.83604e-05 0.0196828 -0.000123711 6.18862e-05 -0.0364674 0.000256174 0.0159035 -0.0262755 -7.80683e-05 -0.0180873 -0.0331548 -0.0426527 -0.0548053 0.000365953 4.47699e-05 -0.0324068 0.0136311 0.000414918 -0.000852236 -0.046283 0.00679437 0.0081549 0.0263488 0.00318963 -0.0258906 0.00824342 0.0106954 -0.00289885 internal_weight=833.388 2.44974 830.938 8.47747 822.461 820.007 4.33828 815.669 17.059 5.48131 798.61 19.2161 15.5658 13.9101 11.8079 779.394 768.906 8.67139 4.15417 760.235 634.253 5.84135 125.982 123.464 26.4703 96.9935 14.3606 82.6329 79.2432 35.8017 internal_count=8000 42 7958 113 7845 7757 189 7568 161 77 7407 259 249 242 228 7148 7032 150 44 6882 5642 81 1240 1178 220 958 266 692 632 308 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=31 num_cat=0 split_feature=9 135 73 76 0 32 33 148 239 12 81 33 243 241 242 33 0 33 242 32 44 13 12 49 13 243 42 31 13 11 split_gain=1.29898 1.36404 3.95624 3.93357 3.57553 5.39127 3.89746 7.97868 6.43796 5.5204 4.22529 3.80054 3.84221 3.57311 4.11817 3.29885 4.56007 3.23435 3.7434 2.71528 2.48631 2.19528 4.95537 4.044 2.87429 4.34912 5.44336 6.05991 3.63161 3.3892 threshold=0.0013045000000000003 1.0000000180025095e-35 0.011850000000000001 0.012750000000000003 103094.50000000001 0.26535864083007171 0.61867692739220159 1.0000000180025095e-35 0.11924215919345636 -1400.9999999999998 -801.49999999999989 0.4427255658040033 0.051186724706772511 114975.00000000001 0.20241798941798941 0.27716319182680405 104983.50000000001 0.67935325526409696 0.10194523809523807 0.12843832172787026 0.16075000000000003 -5012.4999999999991 -1337.4999999999998 0.18150000000000002 -4843.4999999999991 0.06144134086806171 0.33750000000000008 0.20592984224937297 -4747.4999999999991 -2978.4999999999995 decision_type=2 2 8 8 2 8 10 2 8 2 2 10 2 2 2 10 2 10 2 10 8 2 2 10 2 2 8 10 2 8 left_child=-1 2 -2 -4 5 -5 7 10 -8 19 20 12 -12 -7 -15 16 -14 -10 -19 -9 -6 22 23 -3 25 26 -23 -28 29 -26 right_child=1 21 3 4 6 13 8 9 17 -11 11 -13 15 14 -16 -17 -18 18 -20 -21 -22 24 -24 -25 28 -27 27 -29 -30 -31 leaf_value=0.034023160069506987 -0.06270261456176851 -0.061531179291462505 0.051578732263220343 0.018738407972357835 -0.011031657279040697 -0.061152519124952169 -0.060902047260056602 0.0104012562451578 0.057524863211244927 0.016994059150321216 0.020997522858901871 -0.052576285472507804 0.0076644618783353272 -0.061892433663475556 0.045099370351099184 0.012036199644872445 -0.081980892705857761 0.040846676738746479 -0.058058399677627583 -0.068127165517790661 0.032504835219040212 0.035495118841105476 0.020221852982773451 0.033133249370424438 0.011641594523991869 0.043837828940371248 -0.066632064394584051 0.018266403720449659 -0.00079290808545520904 -0.064043523685180001 leaf_weight=2.7910462701693168 2.1072150052059433 6.6159496533800848 4.624311313731595 6.5975811043754247 3.8455191920511416 6.6118894953979161 1.6999471413437248 1.3038723468780498 9.966472639818674 3.7664199117571107 15.153381203883336 3.2489455810282371 2.4771512132137996 1.5486751866992565 2.1451658522710204 4.9067778489552438 3.3196348333731294 2.6346587722073318 1.5021335766650734 7.0671255851048045 22.274383624782786 6.1413640538230547 4.5023638631682825 1.3601071988232432 2.2486859036143869 9.0393957023043168 4.4345856946893036 3.9957509215455502 678.12363095860928 4.32239065732574 leaf_count=18 46 241 14 31 45 128 51 6 34 18 86 61 14 39 8 34 41 18 49 89 107 43 44 9 38 51 76 42 6409 110 internal_value=-2.99207e-05 -0.000144765 0.00512864 0.0064939 0.00441049 -0.0165536 0.00867138 0.00342876 0.0310187 -0.0332768 0.0114958 -0.00160571 0.00479878 -0.0391471 0.00024212 -0.0181343 -0.0436726 0.0420984 0.00493271 -0.0558955 0.0260951 -0.000926145 -0.0217156 -0.0453886 -0.000559891 0.0165921 -0.000309446 -0.0263925 -0.00115136 -0.0381433 internal_weight=830.377 827.585 106.801 104.694 100.07 16.9033 83.1664 67.3632 15.8032 12.1374 55.2258 29.1059 25.8569 10.3057 3.69384 10.7036 5.79679 14.1033 4.13679 8.371 26.1199 720.784 12.4784 7.97606 708.306 23.6111 14.5717 8.43034 684.695 6.57108 internal_count=8000 7982 919 873 859 206 653 501 152 113 388 236 175 175 47 89 55 101 67 95 152 7063 294 250 6769 212 161 118 6557 148 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=31 num_cat=0 split_feature=671 238 48 239 7 8 13 23 6 12 3 6 40 5 242 9 50 11 135 6 0 129 239 6 7 10 242 17 81 6 split_gain=1.30568 1.40012 1.60797 2.01075 1.41164 7.52322 5.02589 4.54808 5.09152 5.02209 8.82716 5.61954 7.03902 4.97457 5.64927 11.2595 6.44348 5.57224 7.27225 5.72082 5.41295 4.9491 6.33869 6.61913 4.70988 4.57886 4.47132 3.98273 9.9188 3.91133 threshold=8398.4850000000024 1.0000000180025095e-35 0.016300000000000005 0.06650642546047926 21874.500000000004 488250.00000000006 -83.499999999999986 2.5000000000000004 247387.50000000003 -8689.9999999999982 1.0000000180025095e-35 298620.00000000006 0.16520000000000004 45450.000000000007 0.18821904761904765 0.019394999999999954 0.98385000000000011 -3986.9999999999995 1.0000000180025095e-35 464958.00000000006 100232.00000000001 1.0000000180025095e-35 0.085419124232918919 247587.75000000003 15243.750000000002 -20280.499999999996 0.053664285714285657 1.0000000180025095e-35 -1284.4999999999998 296259.75000000006 decision_type=10 2 10 8 2 10 2 2 2 2 2 2 10 2 2 2 8 10 2 2 2 2 10 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 7 9 24 10 11 -1 -13 -11 17 -16 -17 18 -15 21 -20 29 23 -23 -9 -18 -22 28 -10 -19 right_child=-2 2 -4 -5 -6 -7 -8 8 27 13 -12 12 -14 14 15 16 25 19 20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.029554728584512798 0.025019864781394993 0.037423091691412801 0.049365007240059516 -0.035810821824255462 0.0012797552854768672 -0.054563198367843679 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5.9436126565560699 2.3774643596261731 3.3804944697767505 19.126625705626793 12.565229604719205 25.062492496566851 40.3178962811362 leaf_count=225 30 10 9 34 4759 174 37 183 61 52 120 88 21 47 114 30 30 793 7 75 39 48 71 27 34 54 392 40 130 266 internal_value=-2.9365e-05 -0.00018682 0.0224077 0.000477209 -0.000375184 -0.00298965 -0.00183619 -0.00125629 0.0106388 -0.00437285 0.0111588 0.0201295 -0.0200785 -0.00769899 -0.00936997 -0.0341305 -0.00330326 -0.00639233 -0.0259543 -0.00222772 -0.0374626 -0.000671263 -0.0296767 -0.00480426 -0.00829254 -0.0395264 -0.0445479 0.021198 0.0108004 0.00242669 internal_weight=827.608 822.438 6.79974 3.74946 815.638 316.164 309.248 306.709 63.6759 243.033 42.8662 37.0713 7.03973 200.167 191.558 20.5634 12.1373 170.995 30.0139 140.981 24.6289 137.693 13.2873 8.74901 22.7995 6.10335 22.5671 40.8764 28.3112 124.406 internal_count=8000 7970 53 44 7917 3158 2984 2947 448 2499 454 334 109 2045 1993 228 114 1765 485 1280 438 1205 146 75 217 84 431 231 191 1059 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=31 num_cat=0 split_feature=244 33 73 34 59 48 0 7 106 73 31 76 242 76 34 45 0 10 5 198 12 33 31 32 31 48 10 33 107 32 split_gain=1.28285 1.64326 1.25783 3.25207 1.50166 2.34709 4.63302 2.57353 2.60827 2.33342 5.81818 2.12758 3.81 3.16149 3.14073 5.03961 2.46997 2.19131 5.46139 2.04467 5.85903 3.53585 2.89525 3.97809 2.18668 7.6118 7.5848 5.39632 5.57459 5.45104 threshold=-215.49999999999997 0.18684085751638402 0.0020500000000000002 0.0079500000000000022 0.008550000000000002 0.016300000000000005 102830.50000000001 24237.000000000004 1.5000000000000002 0.011850000000000001 0.56787961219018612 0.014350000000000002 0.11250925925925927 0.019150000000000004 0.024400000000000002 0.025650000000000003 100552.00000000001 -16018.999999999998 90144.000000000015 1.0000000180025095e-35 -4775.4999999999991 0.46776183050150727 0.29574664183425653 0.45817966136926785 0.50328112624234611 0.040450000000000007 -17548.999999999996 0.46776183050150727 2.5000000000000004 0.23201091826774928 decision_type=8 10 8 8 8 10 2 2 8 8 10 8 2 8 8 8 2 2 2 2 2 10 10 10 10 10 2 10 10 8 left_child=1 -1 -2 -4 5 6 -5 8 -8 10 -6 12 -11 16 -15 -16 -13 18 -14 24 -21 22 23 -22 -17 26 27 29 -29 -26 right_child=2 -3 3 4 9 -7 7 -9 -10 11 -12 13 17 14 15 19 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.024550967306203514 0.031259364468401489 -0.065541620159553768 -0.049720182557706667 -0.078093197219349514 -0.065065785874614104 0.042744842217654483 -0.063593416176407458 0.03136474547571657 0.027976981421390219 -0.060412446292043578 0.031382879656558886 0.021870436483643278 0.045667811382316785 0.03041171098210373 -0.063581949700735482 0.0013027148228666741 -0.066191687352835024 0.03674522738514617 -0.063470952525602684 -0.057960430620879758 0.016261525900721413 -0.056779915180200959 0.03481547712556312 -0.050173561419059098 0.02323642734324809 0.006732494527688925 -0.047741385852142854 0.038221607862722308 -0.059553851800586637 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0.00818337 -0.00908255 0.000334308 -0.00734945 -0.0237832 -0.00292564 0.0219496 -0.0296607 internal_weight=824.076 2.33884 821.738 818.517 815.235 17.0231 11.7981 10.2487 3.15013 798.212 6.71778 791.494 17.1149 774.379 770.197 761.834 4.18158 15.6784 4.61846 758.691 24.0173 18.1571 15.741 9.54975 734.674 82.2295 37.9461 20.2857 10.5084 9.77733 internal_count=8000 42 7958 7936 7860 148 124 92 44 7712 109 7603 148 7455 7379 7331 76 108 57 7257 389 221 109 75 6868 1535 770 326 178 148 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=31 num_cat=0 split_feature=633 1 216 12 10 32 33 9 11 45 10 7 13 135 81 0 86 243 61 12 11 11 9 107 240 0 0 81 6 241 split_gain=1.26442 1.29106 4.05224 3.97026 3.93668 5.85278 5.32601 5.06596 4.9826 4.89613 4.81893 4.59175 4.57897 4.5202 4.39893 7.49371 4.73823 4.33745 4.76573 5.03243 4.09766 5.0546 5.75504 5.05275 3.89071 5.83178 9.23737 6.56739 5.73142 3.83467 threshold=-79.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -12020.999999999998 -13643.999999999998 0.55820255372671601 0.12179401509664006 0.015916500000000004 -2051.4999999999995 0.07715000000000001 -14004.499999999998 37804.500000000007 -2801.4999999999995 1.0000000180025095e-35 -1686.4999999999998 104398.50000000001 1.0000000180025095e-35 0.051090000000000003 0.0050500000000000015 -2303.9999999999995 -1167.4999999999998 -1100.4999999999998 0.0098314999999999514 1.0000000180025095e-35 0.29861951852800223 103140.50000000001 105116.50000000001 -695.49999999999989 382851.00000000006 55729.875000000007 decision_type=10 2 2 2 2 8 10 2 10 10 2 2 2 2 2 2 2 2 8 2 8 10 2 10 2 2 2 2 2 2 left_child=1 2 3 -1 10 7 -7 20 -8 12 11 14 -10 -14 15 -5 -17 -13 -19 -20 23 -22 -23 -6 -9 -26 -27 -28 -29 -25 right_child=-2 -3 -4 4 5 6 8 24 9 -11 -12 17 13 -15 -16 16 -18 18 19 -21 21 22 -24 29 25 26 27 28 -30 -31 leaf_value=-0.063660111840085951 0.027683332794585805 -0.0017751393365786146 -0.058157548209830039 0.013993238496068311 -0.00027456295367994258 -0.064696212399342853 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1.9468375463038681 14.962715581059454 3.4194925827905562 12.383951026946308 7.6114175440743548 2.5346521602477878 5.1952355976682156 leaf_count=67 24 5245 34 110 38 82 124 106 97 72 70 206 21 53 859 161 11 48 67 31 14 85 56 12 66 39 55 52 34 61 internal_value=-3.10734e-05 -0.000169972 0.00229102 0.00281061 0.00327754 -0.00301204 -0.0211044 0.00278534 -0.0120816 -0.00328937 0.00820491 0.00584577 0.00536173 -0.0287276 0.00932389 -0.0123625 -0.0478302 -0.014214 0.00232922 0.0133097 -0.0118873 5.38393e-05 -0.0113381 -0.0345906 0.0109556 0.00123894 -0.0130956 -0.00147366 -0.0312977 -0.0628534 internal_weight=821.158 817.063 322.546 319.797 317.566 139.5 33.8527 105.647 28.0474 23.8893 178.066 164.531 20.8446 6.68947 140.219 20.0414 8.5438 24.3123 15.0671 13.0736 37.7869 24.7625 19.742 13.0243 67.8605 40.9122 25.9495 22.53 10.1461 7.14207 internal_count=8000 7976 2731 2697 2630 1067 449 618 367 243 1563 1493 171 74 1141 282 172 352 146 98 266 155 141 111 352 246 180 141 86 73 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=31 num_cat=0 split_feature=671 150 32 54 33 35 10 242 240 34 48 8 5 76 9 123 9 8 33 32 33 105 11 72 31 198 10 11 24 107 split_gain=1.23616 1.26182 8.96354 5.32479 4.77051 2.74494 3.28919 2.45472 5.99765 2.30257 5.50701 4.78169 6.06412 6.26872 5.54006 5.9621 5.54673 5.33035 5.67584 7.78418 6.05491 6.91554 5.53448 5.94297 5.46511 6.54834 5.93608 4.87661 4.68141 4.5081 threshold=10797.637500000003 1.0000000180025095e-35 0.44940187957095928 0.22415000000000004 0.3714916490179011 0.16389999999999996 -16625.499999999996 0.09431142857142856 0.13505133901765343 0.1208 0.12555000000000002 992250.00000000012 89550.000000000015 0.36285000000000006 0.0064670000000000014 1.0000000180025095e-35 0.0056604999999999512 717750.00000000012 0.5217974581655247 0.63962234801116102 0.34823673913772318 1.5000000000000002 -5378.4999999999991 0.22190000000000001 0.52898155814665848 1.0000000180025095e-35 -17743.999999999996 -5859.9999999999991 11.500000000000002 3.5000000000000004 decision_type=10 2 10 8 10 8 2 2 2 8 8 8 2 8 2 2 2 10 10 8 8 8 8 10 10 2 2 10 2 10 left_child=1 9 5 -4 7 6 -3 -5 -9 -1 -11 14 -13 -14 15 -12 -17 22 19 20 -19 -22 23 -16 -24 26 28 -20 -26 -15 right_child=-2 2 3 4 -6 -7 -8 8 -10 10 11 12 13 29 17 16 -18 18 27 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0036971299142060767 0.029169856951502118 0.035030798271467566 -0.058984006638541912 0.047441096802742916 -0.056081424689245721 0.035878165011869412 -0.045437425819220806 0.056582527436801679 -0.041543562322304273 -0.050734590389406822 -0.053603657442145729 0.038818384110980292 0.0016373957803945665 -0.063321918008813025 -0.056098585374639909 0.005130745820526264 -0.055333324077293557 0.030534223956442886 -0.03599081574421481 -0.063865737401870917 -0.052737827222431526 0.01931235814959123 0.0011287575218039863 0.048605391451848737 -0.047244531548685902 0.050222551705034313 -0.053811763788003841 0.038359484652979392 0.014908862706461424 -0.00086043758164216838 leaf_weight=219.64593408923247 3.6082839546725145 2.5366055502090603 5.575838758551984 3.7810921650379878 3.0192624888150013 20.123470020014793 2.5431325351819423 2.557300029322505 3.9820127203129232 5.8205450965906484 9.6292493917862867 3.6754520591348436 9.8771598804742116 12.487991693546066 8.1090037807007302 18.979504261864353 4.7403404321521512 16.008374385535721 2.4239784099627313 4.085289107868447 6.3698728708550307 6.9795589465647945 382.66823087807279 1.627194344298913 4.5851626591756984 2.8784846937051034 12.67283818370197 24.460521755972877 8.9301071627996844 3.7580677610822013 leaf_count=2419 21 13 206 15 128 77 30 7 53 146 180 14 155 272 218 142 57 58 58 97 82 36 2742 9 119 25 304 167 101 49 internal_value=-3.10719e-05 -0.000160429 0.00806324 -0.0179514 -0.000800161 0.0275877 -0.00525501 0.0153725 -0.00316983 -0.000631368 -0.00235757 -0.00184086 -0.0213147 -0.0297752 -0.0007144 -0.0204228 -0.00695282 0.000649776 0.0145506 0.000799919 0.00979848 -0.0150674 -0.00133993 -0.0385996 -0.000458862 -0.0213602 -0.0292283 0.0316559 -0.00617717 -0.0488732 internal_weight=818.14 814.532 44.1187 18.9155 13.3397 25.2032 5.07974 10.3204 6.53931 770.413 550.767 544.946 29.7987 26.1232 515.148 33.3491 23.7198 481.799 60.3276 33.4431 29.3578 13.3494 421.471 9.7362 411.735 29.0666 26.1881 26.8845 13.5153 16.2461 internal_count=8000 7979 529 409 203 120 43 75 60 7450 5031 4885 490 476 4395 379 199 4016 498 273 176 118 3518 227 3291 549 524 225 220 321 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=31 num_cat=0 split_feature=228 534 537 44 352 24 12 76 62 240 207 79 33 242 193 118 14 11 7 32 50 43 613 9 33 120 33 43 239 241 split_gain=1.23466 1.29257 1.66038 2.94604 1.8446 1.55155 6.37272 5.60174 6.72696 4.7809 4.64083 4.55634 4.46918 6.07468 4.36823 6.39072 4.31389 7.30121 4.36454 4.25666 4.19774 4.46441 4.12552 4.01749 4.91679 3.7872 5.0127 5.73463 6.71705 12.1928 threshold=1.0000000180025095e-35 3149.8875000000003 181719.00000000003 0.0068499999999999507 12899.205000000002 13.500000000000002 -32.999999999999993 0.049050000000000003 0.023400000000000004 0.15587279521610639 1.0000000180025095e-35 2.5000000000000004 0.35151790798733135 0.2552841666666667 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 -2051.4999999999995 21152.250000000004 0.56337853265447924 0.98635000000000017 0.045350000000000008 6.5000000000000009 0.006264500000000001 0.31004680515156863 1.0000000180025095e-35 0.45342730970937667 0.029050000000000003 0.085419124232918919 47475.000000000007 decision_type=2 8 8 8 8 2 2 8 8 2 2 8 8 2 2 2 8 10 2 10 10 10 8 2 8 2 10 10 8 2 left_child=1 -1 3 -3 -4 6 14 8 -7 -10 20 12 -12 -14 16 -16 17 22 -19 -20 23 -22 -6 24 -9 26 27 28 -25 -30 right_child=-2 2 4 -5 5 7 -8 10 9 -11 11 -13 13 -15 15 -17 -18 18 19 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.040211116683379761 0.025274239960836442 0.056755606644053817 0.043659883950911402 -0.060572367822937505 0.028003246761061515 0.0053021855481237322 -0.080557303532294011 0.019529772956740112 0.0094780026109667504 -0.065629472389076696 0.021062801098347388 -0.058890049291700247 -0.051157600693839934 0.016300985408701282 -0.065320111456569185 0.037333688084736714 0.00021474345921190037 -0.046739824984900757 0.029403659871745161 -0.03186626415396953 0.001074246636222878 -0.055461089527579138 -0.064394927605513116 0.0099024482922709933 -0.059832095356336379 0.038280409587322872 0.020545854328639934 0.023531850493574469 0.018566550610209773 -0.044323022740078044 leaf_weight=1.9756975541822612 4.7914295594673595 0.67652696371078525 2.3969627320766449 2.5580114694312215 1.3881131024099884 12.680773391970435 2.5531443781219414 3.5201830258592954 2.7955027663847423 8.7523802213254367 9.8658229790162348 4.6232861520256838 8.010300192923749 5.7205510267522177 5.7878692594822487 2.0542562594637275 513.07469483313616 3.967059847898784 10.316915741190313 3.9087365744635454 11.672795516671615 4.9824074793141326 9.3141166224959324 37.110315014258958 4.3799024872714654 12.693832503573502 65.385160834062845 24.182509555306751 12.224237288814036 20.856430013373028 leaf_count=9 29 1 12 94 14 157 37 19 43 220 48 72 145 43 115 8 4632 58 61 85 150 130 231 213 109 98 682 165 67 253 internal_value=-3.20932e-05 -0.000181895 -0.000280729 -0.0360324 -0.000136937 -0.000267864 -0.00174594 0.00300501 -0.0198394 -0.0474475 0.00546248 -0.0135011 -0.00460808 -0.023053 -0.00137997 -0.0384298 -0.000843871 -0.0196412 -0.000363961 0.0125687 0.00817888 -0.0158383 -0.0524106 0.0103968 -0.0244694 0.011994 0.00990543 0.00253338 -0.0047011 -0.0210836 internal_weight=814.22 809.428 807.453 3.23454 804.218 801.821 552.365 249.456 24.2287 11.5479 225.228 28.22 23.5967 13.7309 549.812 7.84213 541.97 28.8949 18.1927 14.2257 197.008 16.6552 10.7022 180.353 7.90009 172.452 159.759 94.3735 70.191 33.0807 internal_count=8000 7971 7962 95 7867 7855 5241 2614 420 263 2194 308 236 188 5204 123 5081 449 204 146 1886 280 245 1606 128 1478 1380 698 533 320 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=31 num_cat=0 split_feature=9 239 239 240 7 11 0 7 37 240 12 164 13 10 32 14 85 33 120 32 10 11 59 242 79 32 33 34 54 7 split_gain=1.21509 1.2807 7.72405 5.40277 6.16481 5.13168 4.52965 6.42006 8.11172 6.63132 5.58909 5.49846 5.44548 5.42585 5.0824 4.11345 4.06955 4.39987 3.86338 3.89264 3.7429 5.92135 3.69679 3.79852 3.60552 3.38809 3.85849 3.20061 3.1463 4.1917 threshold=0.0013045000000000003 0.19596100291555049 0.18837649185449937 0.48361402537906034 22504.500000000004 -3260.4999999999995 106893.50000000001 45006.750000000007 0.74500000000000011 0.46680581626649492 -10135.499999999998 1.0000000180025095e-35 -3964.4999999999995 -14208.499999999998 0.13576885129952024 10.500000000000002 1.0000000180025095e-35 0.15147104206873863 1.0000000180025095e-35 0.64989706086495058 -16473.499999999996 -5701.4999999999991 0.044750000000000005 0.13334166666666666 10.500000000000002 0.71932195091684759 0.12179401509664006 0.0046500000000000005 0.12065000000000002 21543.750000000004 decision_type=2 10 10 2 2 8 2 2 10 2 2 2 2 2 10 8 2 8 2 10 2 10 10 2 10 10 8 8 10 2 left_child=-1 2 5 6 25 -2 7 8 9 11 -8 14 -13 -10 -3 -12 24 -18 -16 -20 21 -17 -9 -24 27 26 -5 -7 29 -28 right_child=1 3 -4 4 -6 16 10 22 13 -11 15 12 -14 -15 18 20 17 -19 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.033218676613787919 -0.062864841117647202 0.018903061930212947 -0.060939572013332811 0.047061512386714174 -0.067648754778279668 -0.064980299556312002 -0.066519293302509358 0.043854737266646043 0.044237809923175553 0.048636777481196804 -0.025457682946714195 0.032763954386859077 -0.044436835190980434 -0.032728522889685176 -0.052268701166795786 0.024084570403287153 0.041466422897217504 -0.072021485097969337 -0.060631832780104512 0.04831215434907124 0.031240565715840253 -0.047692568591237029 0.048685550721493914 -0.06415452734418163 -0.049149596824459435 0.041811194009144403 -0.053709172353035864 0.00051772031840292474 0.0059824334833779858 0.029905343236108547 leaf_weight=2.738138008862733 3.2954265290754847 3.6414846703410175 5.3531269275699733 2.3129760660231211 4.8329317349707699 1.8706872044131149 1.9054825024504669 10.5966022972716 9.8416249846341071 3.3254779763519755 4.5173496978823087 6.73065549810417 3.457602628041057 2.9841692291665813 21.342693167680412 8.823450821626464 1.1079751849174488 3.726460249396041 1.3619160463567817 2.0603461372083984 43.13216710393317 4.2609116246458134 1.2565696415258565 1.8348311893641946 3.704182678135111 3.2530280094360924 8.46697556396248 631.14219498122111 6.2898671057773745 1.8213005519937713 leaf_count=18 95 14 104 6 129 45 58 71 68 13 117 49 53 59 413 99 3 72 39 19 270 67 12 65 45 30 201 5675 84 7 internal_value=-3.29307e-05 -0.000145578 -0.00112686 0.00389131 -0.0164857 -0.000630335 0.00808524 -0.000807451 -0.00846514 -0.019111 0.0178006 -0.0249484 0.00656422 0.0263301 -0.0362508 0.020446 -0.000310658 -0.0460119 -0.0443607 0.00495704 0.0241347 0.000710405 0.0298199 -0.0182881 3.63399e-05 -0.00531941 -0.0134352 0.00032416 -0.0218757 -0.0389072 internal_weight=810.989 808.25 650.2 158.05 26.9771 644.847 131.073 68.434 54.746 41.9202 62.6394 38.5947 10.1883 12.8258 28.4064 60.7339 641.552 4.83444 24.765 3.42226 56.2165 13.0844 13.688 3.0914 636.717 22.1441 18.8911 633.013 16.5781 10.2883 internal_count=8000 7982 6039 1943 457 5935 1486 875 727 600 611 587 102 127 485 553 5840 75 471 58 436 166 148 77 5765 328 298 5720 292 208 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=31 num_cat=0 split_feature=196 43 135 0 242 12 32 32 32 24 81 10 31 32 243 241 148 10 12 10 123 13 13 107 14 241 627 240 10 48 split_gain=1.21625 1.33243 1.25868 3.2675 3.85471 7.34782 3.63978 4.41723 3.58913 4.9979 3.4039 4.84016 4.4688 3.93391 5.05651 5.40631 3.48474 3.89511 2.82191 2.47297 3.66683 2.35199 2.26372 2.06888 5.36763 6.25256 5.53395 5.12054 4.75842 5.10218 threshold=1.0000000180025095e-35 0.010650000000000001 1.0000000180025095e-35 104738.50000000001 0.19399435897435899 -4349.9999999999991 0.30762483859168338 0.4077849305135694 0.43020013989626366 9.5000000000000018 -972.49999999999989 -11991.999999999998 0.20592984224937297 0.12843832172787026 0.046902020888199808 37181.250000000007 1.0000000180025095e-35 -16625.499999999996 -6407.4999999999991 -14815.499999999998 1.0000000180025095e-35 -2009.9999999999998 -446.49999999999994 4.5000000000000009 20.500000000000004 33637.500000000007 5437.4400000000014 0.23705716009712333 -10255.999999999998 0.042550000000000011 decision_type=2 8 2 2 2 2 8 10 8 2 2 2 10 10 2 2 2 2 2 2 2 2 2 8 8 2 8 2 2 8 left_child=2 -2 3 4 6 21 -1 -8 -9 -10 16 18 13 -13 -15 -16 19 -18 22 20 -5 -6 -12 24 25 -4 -27 -28 -26 -30 right_child=1 -3 23 10 5 -7 7 8 9 -11 11 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 28 26 27 -29 29 -31 leaf_value=0.026233052581715419 0.024747143197273235 -0.0599247314814675 -0.060902500490228953 0.025379948868076582 -0.038495181856982925 -0.081566558687628257 -0.079140148581289607 0.050535072432239383 0.02588950445754868 -0.059880168694201 -0.061745460042356232 0.041798800912718793 -0.069301356028411018 0.024856215368802243 0.016854413853562084 -0.068473241361778597 0.042511684194745471 -0.062964992003651396 0.027719286500377083 0.038272859874632394 -0.064860397597281336 0.022480744964320766 0.035944447118146837 0.0036920505588923709 0.0021744567324283324 0.033039655372171343 -0.030593186266321362 -0.0055168953741582278 0.031345201432285412 -0.026692973739007003 leaf_weight=10.319081351161005 0.64469412586186026 1.663531348633114 6.0786973775830111 4.2072254358790877 2.4464157863985747 4.4268337363610026 2.1578940995968869 2.5707847308367464 3.2590914471074948 3.5469945442746393 1.7253426107345151 3.5157637782394948 3.2454180537024504 4.5198670476675025 2.7538831615820509 5.6958687645383179 1.4388572396710517 2.234653918480034 16.035587316844612 20.918924127006903 1.5369574322830883 4.4729791395366192 0.90357938874513166 195.33762383175781 354.63494761605398 7.3726249790051952 27.041521879902575 82.364129038818646 4.4236532184295383 26.301668107509613 leaf_count=45 7 57 118 42 46 61 34 7 24 110 53 12 67 18 15 66 8 41 92 100 35 26 5 1525 3547 63 491 1000 33 252 internal_value=-3.28951e-05 -0.0362756 7.09631e-05 0.00526365 -0.00761684 -0.0312616 0.0046592 -0.0146409 0.000202245 -0.0188094 0.0114854 0.00159477 -0.0156714 -0.0051135 -0.0178303 -0.0406639 0.0240034 -0.0216514 0.0198474 0.0302935 0.00123455 0.000922145 -0.0281687 -0.00068136 -0.00236232 -0.0114629 -0.00888942 -0.0117149 0.000539051 -0.018337 internal_weight=807.795 2.30823 805.487 101.932 33.2001 11.3462 21.8538 11.5348 9.37687 6.80609 68.7319 38.3953 19.7308 16.4854 12.9696 8.44975 30.3366 3.67351 18.6645 26.6631 5.74418 6.91939 2.62892 703.555 508.217 122.857 116.778 109.406 385.36 30.7253 internal_count=8000 64 7936 907 353 133 220 175 141 134 554 328 178 111 99 81 226 49 150 177 77 72 58 7029 5504 1672 1554 1491 3832 285 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=31 num_cat=0 split_feature=24 24 42 12 8 54 239 8 12 19 10 170 61 239 239 9 34 12 58 7 11 243 243 240 240 24 34 8 240 5 split_gain=1.19153 1.86256 1.30405 1.44751 1.32301 5.45657 4.81948 3.85443 4.90314 7.2437 4.01219 3.96643 3.58254 2.8714 5.67971 2.53753 2.81196 2.25871 3.29562 3.04732 2.1949 1.982 3.49478 3.97512 2.33198 5.18517 5.30236 4.98722 4.61267 2.34006 threshold=2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 -8183.4999999999991 1307250.0000000002 0.12065000000000002 0.040185938992597904 992250.00000000012 -451.49999999999994 1.0000000180025095e-35 -12107.499999999998 1.0000000180025095e-35 0.0026500000000000004 0.075692852839199215 0.19878868001512043 0.017320500000000003 0.041400000000000006 -12376.499999999998 0.11985000000000003 5555.2500000000009 -235.99999999999997 0.026929550500681153 0.028658003551990201 0.075849717369435965 0.11425251545022722 14.500000000000002 0.077500000000000013 636750.00000000012 0.12015173274585141 45450.000000000007 decision_type=2 2 8 2 8 8 8 10 2 2 2 2 10 10 8 2 8 2 10 2 10 2 2 2 2 2 10 10 2 2 left_child=-1 -2 3 -3 7 -6 -7 17 9 10 20 12 -11 -8 -15 -16 -17 18 19 -4 -9 -19 -23 -24 25 26 27 -25 -26 -30 right_child=1 2 4 -5 5 6 13 8 -10 11 -12 -13 -14 14 15 16 -18 21 -20 -21 -22 22 23 24 28 -27 -28 -29 29 -31 leaf_value=0.034464762173185691 -0.045098611908545166 0.0489219915609439 0.048791263628555404 -0.0011261809763917577 -0.056828529910532145 -0.061979074027125151 0.041227821334450111 -0.063646227829329924 0.032385686679916009 -0.061039540508195947 0.0031183275894723153 0.039402497915566451 0.017932538333187111 -0.058624764387772178 0.0413514294896552 0.057704201911527843 -0.061914265267811408 -0.046029403852410694 0.037949420900238402 -0.058187475758570389 0.015879531870190859 0.030958477837962801 -0.063362866996202569 0.01188928670059783 -0.059227313771598178 0.047188824497095022 0.035071956304102266 -0.063714752875061648 0.024662276118519316 -0.00017095623251249439 leaf_weight=2.4953744430094948 2.2970431575085959 2.861594351939857 0.7650911808013906 2.9178581313462919 2.7057192731881541 1.7526277431752557 11.820206912700089 12.477486463787503 4.2436067881062618 2.8739368596579862 3.3416009382344809 4.9771221311530098 2.8704572070855647 2.6146276567596916 6.4230541602009907 0.74636459350585971 1.4376896125031633 2.286702334880828 1.5361177104059605 5.1230593593209051 0.93247828981839198 9.3536685002618452 2.451511322753503 4.2783812144771236 3.2834623875096431 8.4638288570567948 5.7843892476521424 4.4500529770739377 9.6210105404024926 677.97841600509128 leaf_count=13 28 12 3 41 109 50 63 279 36 76 38 36 37 76 36 1 51 61 22 204 11 69 48 33 51 37 34 90 62 6293 internal_value=-3.21473e-05 -0.000139393 -1.03612e-05 0.0236543 -0.000182486 0.0105929 0.0179503 -0.000568784 -0.017635 -0.0253614 -0.0459012 0.00673056 -0.0215774 0.02403 0.0059149 0.0255205 -0.0210366 0.000167279 -0.0272718 -0.0442869 -0.0581163 0.000447127 0.000593583 0.000197075 0.00041535 0.0160859 -0.00205317 -0.0266562 -0.000105806 0.000176515 internal_weight=805.165 802.669 800.372 5.77945 794.593 27.5003 24.7946 767.092 31.7167 27.4731 16.7516 10.7215 5.74439 23.0419 11.2217 8.60711 2.18405 735.376 7.42427 5.88815 13.41 727.951 725.665 716.311 713.86 22.9767 14.5128 8.72843 690.883 687.599 internal_count=8000 7987 7959 53 7906 386 277 7520 513 477 328 149 113 227 164 88 52 7007 229 207 290 6778 6717 6648 6600 194 157 123 6406 6355 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=31 num_cat=0 split_feature=78 241 23 241 33 12 13 31 14 59 24 81 242 33 243 12 76 627 242 631 614 10 81 629 31 625 10 242 242 106 split_gain=1.20942 2.83047 4.39512 3.86145 3.61818 4.61388 3.18623 3.14547 2.21686 2.66249 5.04531 3.57748 3.22436 5.79812 6.96557 4.13632 2.04418 2.0403 5.13441 2.35407 3.6178 3.19195 4.22626 2.51879 3.42663 2.41377 2.31837 5.11173 7.56224 5.93376 threshold=1.0000000180025095e-35 137250.00000000003 1.5000000000000002 113250.00000000001 0.51099066457943965 -5329.9999999999991 -4209.4999999999991 0.056106464723230109 8.5000000000000018 0.053850000000000009 8.5000000000000018 -1091.4999999999998 0.14691250000000003 0.34171764924473197 0.029397786115419603 -931.49999999999989 0.072750000000000023 17448.975000000002 0.092444832214765113 -1526.4999999999998 15.250000000000002 -16517.499999999996 -928.49999999999989 15013.215000000002 0.80614268508354348 11248.222500000002 -21535.999999999996 0.13197916666666668 0.053664285714285657 1.5000000000000002 decision_type=8 2 2 2 10 2 2 8 8 10 2 2 2 8 2 2 8 10 2 10 10 2 2 10 8 8 2 2 2 10 left_child=17 2 -2 4 8 6 -6 -7 16 10 11 -10 -12 -14 -15 -16 -4 19 -19 20 26 22 23 24 -21 -23 27 28 -1 -30 right_child=1 -3 3 -5 5 7 -8 -9 9 -11 12 -13 13 14 15 -17 -18 18 -20 21 -22 25 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.044947633020423976 -0.05036669644898354 0.02298066247247077 0.01561371197269734 -0.044103366420085929 -0.056503370374939826 0.056415888199124492 0.024625197272961946 -0.059460899127085624 0.0037662872828170303 0.028864754872586908 0.026379411469537952 -0.084756453687090907 0.023240772895957117 0.041130531494900452 -0.078954342665358224 -0.0014354495083836773 -0.051504607732878294 0.024699959996235317 -0.065641677004579665 0.031819869143174549 -0.066324390864200097 0.029529586047274389 -0.064785542750556771 0.048613064875213108 -0.058521524768096835 -0.014561292002057444 -0.0020539498835265863 0.013514641932032676 -0.061549805054088094 0.033601785853078034 leaf_weight=3.311809718841686 3.9410577684175214 17.980214903946035 1.9808901390060771 4.0475171632133415 1.4986394419101996 0.65026772022247126 6.288728890940547 5.8927556753624231 2.1483572460711002 18.751320481067523 20.188267524819821 2.4348273668438187 11.388520719483497 2.6677110162563604 5.0725617471616662 2.6043404527008587 2.654793094843626 2.6619362100027493 3.8436334548750892 2.046676023164764 2.125431368360295 19.531844788696617 2.7023162620607746 2.533150608825963 2.1545910945278592 3.6906638452783254 576.90958571751253 60.675958776031621 8.028607562882824 2.0585809506010255 leaf_count=20 59 143 16 50 50 1 68 171 16 96 90 25 46 13 63 16 29 26 105 21 39 125 61 12 59 40 5726 587 211 16 internal_value=-3.22579e-05 0.00483306 0.00129445 0.00360102 0.00589358 -0.0169933 0.00901242 -0.0479447 0.0105862 0.0129597 0.00654649 -0.0432616 0.0119919 -0.00137287 -0.0284704 -0.0526565 -0.022824 -0.000806681 -0.0286759 -0.000542299 -0.00119739 0.012558 -0.011963 0.00923305 -0.0145111 0.0225224 -0.000984753 0.00734235 -0.0206082 -0.0421314 internal_weight=802.466 110.191 92.2106 88.2695 84.222 14.3304 7.78737 6.54302 69.8916 65.2559 46.5046 4.58318 41.9214 21.7331 10.3446 7.6769 4.63568 692.275 6.50557 685.769 653.11 32.6592 9.43673 6.73442 4.20127 23.2225 650.985 74.075 13.399 10.0872 internal_count=8000 952 809 750 700 290 118 172 410 365 269 41 228 138 92 79 45 7048 131 6917 6599 318 153 92 80 165 6560 834 247 227 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=31 num_cat=0 split_feature=14 299 131 33 33 81 77 6 10 241 14 11 51 49 71 33 52 239 243 52 65 52 31 12 12 5 33 9 13 13 split_gain=1.19086 1.26227 1.29456 6.26654 3.77594 3.87209 3.85171 2.69786 3.17803 2.89889 3.51301 2.63955 2.39181 3.91902 4.42175 3.96102 3.1716 3.1346 2.92287 4.57463 2.7054 6.1873 3.39154 2.70274 6.00667 11.2972 6.76269 6.14783 6.15282 6.62497 threshold=64.500000000000014 -127.99999999999999 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 -1321.4999999999998 1.5000000000000002 284395.50000000006 -17380.999999999996 156662.25000000003 7.5000000000000009 -3881.4999999999995 0.82035000000000013 0.28530000000000005 0.056250000000000008 0.47135472953930685 0.12800000000000003 0.019076583111388556 0.039779523114913957 0.042050000000000011 0.76185000000000003 1.0000000180025095e-35 0.19507561784403518 -5149.4999999999991 -4082.4999999999995 188550.00000000003 0.18684085751638402 0.011311499999999952 -605.99999999999989 -4111.4999999999991 decision_type=10 10 2 10 8 2 8 2 2 2 8 10 10 8 8 10 10 8 2 8 10 8 8 2 2 2 8 2 2 2 left_child=1 2 12 4 5 -4 11 8 -7 -9 -11 -6 20 14 15 17 -16 -14 -19 -20 21 22 -1 -23 25 26 -25 28 29 -26 right_child=-2 -3 3 -5 6 7 -8 9 -10 10 -12 -13 13 -15 16 -17 -18 18 19 -21 -22 23 -24 24 27 -27 -28 -29 -30 -31 leaf_value=0.053900881239011461 0.027604486862211411 0.040575911806992208 -0.065011820611684756 -0.057437972918826165 -0.007802030300840361 0.0176977961590793 -0.020341636784776251 0.02495468014160529 -0.075138533467529384 0.030932127738461181 -0.061022357300578936 0.044326094214128496 -0.073415015376229784 0.021074906875574825 -0.056584202315354507 -0.05690980012179267 0.006950442657326754 0.044221927038858445 -0.053701544012908491 0.024125855553217487 0.010599930547946312 0.0035736676236511108 -0.065814160405716499 0.013135516449497318 0.0058272506128871334 0.012288371629506316 -0.039218477267441529 0.0037813587929943376 0.020400267114926377 -0.026314774682280308 leaf_weight=0.66768454946577449 3.8790079738246268 1.8965099668130267 2.1791347791440812 3.4422984234406604 2.8684252328239426 1.6686290297657254 3.5707175950519732 13.089047464309262 2.059828692115846 1.7874117344617833 2.4794758851639926 15.831341453827918 1.1295242570340676 6.7317498801276079 9.9066609535948356 2.992747022653929 2.4500311028677961 4.8277325788512835 3.0152167819905999 5.0511572500690827 54.13391637505265 245.04814251733478 5.1928606034489349 7.3436230253428212 22.726656190527137 22.69627451186534 38.5373422265111 245.0879500041483 12.948911260580642 54.420108741789591 leaf_count=2 26 9 63 126 34 13 39 59 30 14 42 62 14 61 297 139 33 34 55 40 545 2573 134 32 225 205 533 1926 75 560 internal_value=-3.20955e-05 -0.000166809 -0.000264139 0.00761013 0.0125277 -0.00156008 0.0272436 0.00499784 -0.0335907 0.0132876 -0.0225024 0.03633 -0.000781858 -0.0133353 -0.0212214 -0.00469003 -0.0439868 0.00645406 0.0134506 -0.00496609 -0.000142415 -0.00103069 -0.0521752 -0.000568711 -0.00308278 -0.0165655 -0.0308388 -0.000324277 -0.0114929 -0.0168461 internal_weight=799.66 795.781 793.885 48.9763 45.534 23.2635 22.2705 21.0844 3.72846 17.3559 4.26689 18.6998 744.908 36.1048 29.3731 17.0164 12.3567 14.0236 12.8941 8.06637 708.803 654.67 5.86055 648.809 403.761 68.5772 45.881 335.184 90.0957 77.1468 internal_count=8000 7974 7965 482 356 221 135 158 43 115 56 96 7483 673 612 282 330 143 129 95 6810 6265 136 6129 3556 770 565 2786 860 785 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=31 num_cat=0 split_feature=9 1 216 241 46 242 33 32 27 135 24 59 31 241 10 12 8 240 60 10 31 34 131 242 76 11 24 243 243 0 split_gain=1.16854 1.23642 3.5588 3.47495 6.49122 8.75042 8.37792 7.29848 5.76198 4.33822 4.21056 4.15631 5.40678 4.05244 3.94153 5.73617 6.5197 10.2362 8.01479 5.83906 5.09983 5.51009 5.1791 5.09833 5.09503 5.67217 4.84662 4.81894 5.88932 5.77054 threshold=0.0013045000000000003 1.0000000180025095e-35 1.0000000180025095e-35 132525.00000000003 0.004000000000000001 0.10359583333333332 0.42149030819906586 0.32235363658992683 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 0.18790000000000004 0.68099218150091601 123525.00000000001 -16473.499999999996 -9007.4999999999982 695250.00000000012 0.28629935551033353 1.0000000180025095e-35 -17676.499999999996 0.51160480388133922 0.062050000000000001 1.0000000180025095e-35 0.24350119047619043 0.049850000000000005 -2978.4999999999995 14.500000000000002 0.03321402042197636 0.028824739558149053 109601.50000000001 decision_type=2 2 2 2 8 2 10 8 2 2 2 10 10 2 2 2 10 2 10 2 10 8 2 2 8 8 2 2 2 2 left_child=-1 2 -2 13 -5 7 8 -6 -7 -8 -9 12 -11 14 15 19 17 18 -17 27 22 -22 24 -18 -16 -26 -23 28 -3 -29 right_child=1 3 -4 4 5 6 9 10 -10 11 -12 -13 -14 -15 20 16 23 -19 -20 -21 21 26 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.03282676162063744 0.0028027575746072493 0.033891729173899363 -0.054958615827186807 0.011546124752978955 0.036017599648276215 -0.076947599213577564 0.039169877858176383 -0.063181975751152683 0.029426779707480196 -0.063104737860541243 0.0076640306145623702 0.029106675193411088 0.034107123301330422 0.027245767700341018 -0.02070265619970171 -0.051960737989480171 0.02442752700445678 -0.0054690274538436653 0.015579379419455515 -0.065221547821121162 0.026213190509757733 -0.056713616896700264 0.033399706952581945 -0.017173357737040342 0.022553090564857957 0.0012545505888246688 0.00019237473903586729 0.023930885493341214 -0.050628067639304546 -0.045081024747022094 leaf_weight=2.6965842694044104 309.84099842779688 3.1196380013134313 2.689812487922608 19.901392977393698 9.1929077487438935 12.984689150704071 3.1552931306650853 4.2806925537297484 1.4114020084962255 7.0333021177793835 4.1116886602831073 2.5524602960795155 1.795486209914088 13.18147562665399 20.0110141687328 28.844537362339906 17.028377380396709 45.792594139289577 5.1815130184404543 2.6716776551911599 4.8126931302249458 9.7535917788045463 15.321882003452627 12.977742780407423 39.884889499517158 144.559047116898 6.07034112830297 36.546933433768572 6.0738575212308206 3.3028030247078268 leaf_count=18 2697 23 34 277 32 205 27 112 9 172 66 27 28 88 261 442 146 549 50 54 87 312 79 179 299 1064 128 335 124 76 internal_value=-3.18245e-05 -0.000143407 0.00230563 -0.00173284 -0.0123515 -0.0225754 -0.039482 0.00524051 -0.0665186 -0.0127066 -0.0284723 -0.0270886 -0.043335 -3.39184e-05 -0.000928517 -0.00696876 -0.0134342 -0.0209036 -0.0416757 0.00676165 0.00313007 -0.020635 0.00536157 0.00643501 0.00326039 0.00586023 -0.0348835 0.010683 -0.0219479 0.0182111 internal_weight=796.781 794.085 312.531 481.554 66.4193 46.5179 28.9326 17.5853 14.3961 14.5365 8.39238 11.3812 8.82879 415.135 401.953 161.54 109.825 79.8186 34.0261 51.7149 240.413 20.6366 219.777 30.0061 204.455 184.444 15.8239 49.0432 9.1935 39.8497 internal_count=8000 7982 2731 5251 955 678 468 210 214 254 178 227 200 4296 4208 1978 1366 1041 492 612 2230 527 1703 325 1624 1363 440 558 147 411 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=31 num_cat=0 split_feature=534 537 44 352 78 627 7 10 9 14 11 240 9 43 240 11 106 243 10 239 11 631 9 614 7 129 8 59 33 77 split_gain=1.2154 1.49435 2.68924 1.68035 1.31224 2.82457 3.77011 2.79594 4.9831 3.21714 2.48775 4.14507 4.13158 3.76507 3.76741 3.28996 3.2329 5.05415 2.42883 2.69149 2.72203 2.35496 3.78578 3.34765 2.47984 5.10911 4.6618 5.93227 7.46322 7.65858 threshold=3149.8875000000003 181719.00000000003 0.0068499999999999507 12899.205000000002 1.0000000180025095e-35 17448.975000000002 16098.750000000002 -19776.499999999996 0.024887000000000003 6.5000000000000009 -6022.9999999999991 0.28945464239469881 0.0069360000000000003 0.051550000000000006 0.26543440693647463 -3218.9999999999995 1.0000000180025095e-35 0.073015334962512959 -10425.999999999998 0.083444701848494618 -594.49999999999989 -1526.4999999999998 0.0067614999999999507 15.250000000000002 13727.250000000002 1.0000000180025095e-35 218250.00000000003 0.22975000000000004 0.23988384837774554 9.5000000000000018 decision_type=8 8 8 8 8 10 2 2 2 10 10 2 2 10 2 10 8 2 2 10 10 10 2 10 2 2 10 10 8 10 left_child=-1 2 -2 -3 5 21 -7 8 9 -6 -9 12 -12 14 -14 -13 17 18 19 20 -17 23 -23 24 25 26 -5 28 -28 -30 right_child=1 3 -4 4 7 6 -8 10 -10 -11 11 15 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.039449646967989839 0.056206800589834384 0.042566884359032352 -0.059720095060200942 0.0030987633856625267 -0.056952438089464812 0.020702382244529222 -0.065050604326965855 0.033366767281330818 0.009865116361975625 0.024068116688739212 -0.078770116778703603 -0.037795537818006403 0.008997402204591623 -0.057494129667111274 -0.055126397262020427 -0.051119808303741604 0.03215654241730441 -0.047433885970351579 -0.018778177022712277 0.036600995962576731 0.022467466971748215 -0.067971129712166234 0.016319400940410622 -0.065684956619041002 0.00020005065223434966 -0.043686643322007578 0.01038617802587426 0.044999586374963742 -0.060709740276267625 0.068014970578966105 leaf_weight=1.9443639456294477 0.63376504182815585 2.3120824554935098 2.3749308834085241 58.607051105471328 6.6312062404176704 1.9406290720216919 3.7750018711667508 9.1897176054771972 10.770740828476844 1.5029299063608048 1.9731730446219469 2.8109067525365381 22.326441493933096 2.931206627865321 2.5524442736059418 2.060671626124531 21.492396045709029 3.7927035925677037 4.2312837890349355 11.980772716458885 3.2210018266923788 1.3930259014014179 30.458806750684744 2.0123087542597196 544.99267925604363 9.3411376692820323 7.4554291833192172 2.9062426412710911 14.410687521332871 1.2562118768692023 leaf_count=9 1 12 94 643 138 19 108 52 101 15 31 52 189 41 22 27 102 56 34 55 24 37 277 38 5306 137 33 15 331 1 internal_value=-3.31057e-05 -0.000130117 -0.0353007 4.11318e-06 -0.000121086 -0.000934121 -0.0359349 0.00501241 -0.0124431 -0.0419824 0.00873853 0.0058871 -0.0088567 -0.00389622 0.00241863 0.0147421 0.0178991 0.00578082 0.0151709 0.0234923 -0.00624298 -0.000636794 0.012633 -0.0012962 -0.00109342 -0.00859455 -0.00472148 -0.0223299 -0.0307925 -0.0503883 internal_weight=793.282 791.338 3.0087 788.329 786.017 678.549 5.71563 107.468 18.9049 8.13414 88.5627 79.373 29.7833 27.8101 24.8789 49.5897 46.7788 25.2864 21.4937 17.2624 5.28167 672.834 31.8518 640.982 638.969 93.9768 84.6356 26.0286 23.1223 15.6669 internal_count=8000 7991 95 7896 7884 6945 127 939 254 153 685 633 283 252 211 350 298 196 140 106 51 6818 314 6504 6466 1160 1023 380 365 332 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=31 num_cat=0 split_feature=74 81 107 61 36 59 47 48 239 239 11 240 7 0 7 37 81 81 10 12 14 12 0 33 10 59 85 33 12 12 split_gain=1.16229 5.01345 4.1785 2.86639 3.03593 2.5468 1.68235 4.40078 1.61111 9.3695 4.84613 4.75294 5.43285 3.73844 6.38342 8.72769 7.18212 5.4895 5.75592 5.33727 4.86017 4.81963 4.67339 6.41284 4.15932 3.87057 3.64683 3.97167 3.36187 3.2948 threshold=0.010650000000000001 -1622.4999999999998 1.0000000180025095e-35 0.015750000000000004 0.98235000000000017 0.054650000000000011 0.031500000000000007 0.12555000000000002 0.19596100291555049 0.18837649185449937 -3218.9999999999995 0.48361402537906034 22504.500000000004 106656.50000000001 45501.750000000007 0.74500000000000011 -328.49999999999994 -1921.4999999999998 -17311.499999999996 -10135.499999999998 5.5000000000000009 -876.99999999999989 103558.00000000001 0.34823673913772318 -14208.499999999998 0.044750000000000005 1.0000000180025095e-35 0.15147104206873863 -3824.9999999999995 -1804.4999999999998 decision_type=10 2 8 10 10 10 10 10 10 10 8 2 2 2 2 10 2 2 2 2 8 2 2 8 2 10 2 8 2 2 left_child=8 -2 5 4 -4 -3 -5 -8 9 10 -1 13 29 14 15 16 17 -10 -19 -15 -21 -22 28 -24 -17 -16 -12 -28 -20 -13 right_child=1 2 3 6 -6 -7 7 -9 11 -11 26 12 -14 19 25 24 -18 18 22 20 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.062403809013158319 -0.060160135372649554 0.016956283748547501 -0.067578209453609636 0.045206746291758665 0.016276225976538286 -0.065551346516158696 -0.04203649483481478 0.03357746884550622 -0.0650567429945028 -0.075334906241792093 -0.0003792565617552271 -0.022771387689091104 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12 33 40 35 60 39 64 111 93 5514 232 118 60 65 57 124 105 52 63 454 44 21 90 50 65 3 71 68 79 internal_value=-3.28359e-05 0.00928263 0.0149011 0.0222122 -0.0128035 -0.0331761 0.0301454 0.0168678 -0.00042737 -0.00156178 -0.00104173 0.00425369 -0.0158149 0.00825544 -0.000642042 -0.00878244 -0.020839 -0.010673 -0.00230832 0.0167706 0.0193439 0.0218332 0.00686043 -0.024084 0.0287322 0.0318554 -0.000716059 -0.045603 0.0235062 -0.00510055 internal_weight=790.615 32.1241 29.7195 25.7967 4.76498 3.92287 21.0317 11.1778 758.491 610.534 606.26 147.957 24.5983 123.359 60.3252 48.2411 36.5081 30.1686 26.147 63.0337 61.1217 59.274 22.6823 7.93362 11.733 12.0841 603.059 4.49127 14.7486 20.3644 internal_count=8000 367 283 211 68 72 143 103 7633 5775 5682 1858 429 1429 808 678 571 447 336 621 561 498 231 111 107 130 5588 74 120 311 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=31 num_cat=0 split_feature=179 13 11 38 59 31 0 47 11 5 31 10 12 240 5 240 53 8 81 633 0 239 0 45 10 13 10 10 13 31 split_gain=1.17476 1.22106 7.71722 8.28304 6.48705 5.55981 7.71346 6.46531 9.87197 5.54041 5.10836 4.94484 4.61911 6.45641 6.33866 4.47149 4.28113 4.71159 7.77648 4.49368 4.36682 7.7418 3.9471 3.89537 3.8968 3.89065 3.77787 4.69618 6.27518 5.02511 threshold=1.0000000180025095e-35 -4111.4999999999991 -399.99999999999994 0.012950000000000001 0.052550000000000006 0.2924168959654963 107718.50000000001 0.027850000000000003 -1686.4999999999998 254250.00000000003 0.38232188279332696 -13413.499999999998 -986.49999999999989 0.15587279521610639 112275.00000000001 1.0385128283914582 1.0000000180025095e-35 627750.00000000012 -1472.4999999999998 -2543.9999999999995 106380.50000000001 0.12756957813933717 109231.50000000001 0.10545 -24631.999999999996 -4802.4999999999991 -21471.499999999996 -20196.499999999996 -3784.9999999999995 0.84485346223647151 decision_type=2 2 10 8 8 8 2 10 8 2 8 2 2 2 2 2 8 10 2 8 2 10 2 8 2 2 2 2 2 8 left_child=1 2 4 -4 -1 -6 9 8 11 10 -7 22 13 -12 23 -11 19 20 -19 -16 21 -18 -8 -15 -25 -23 -3 28 -28 -30 right_child=-2 26 3 -5 5 6 7 -9 -10 15 12 -13 -14 14 16 -17 17 18 -20 -21 -22 25 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.03417628353494212 0.024273264408163631 0.016512234481487625 0.033839847019429194 -0.068017790026096911 0.029123053428402063 -0.064293595691063174 -0.045512583739238721 0.028261424010798144 -0.054741363016671589 -0.064983618928180789 0.028479949461940664 -0.070914146491100255 0.033150466118669529 0.0062003233772000461 0.055388057010915918 0.022548607981306829 0.020865398970491458 0.023630691465636979 -0.073565473145130539 -0.053280052717725401 0.042814211253992179 0.02014398251623967 0.019183922713657743 0.033473067790829966 -0.068604258778097005 -0.072739029757007065 -0.065822096868805899 0.00088133842195943057 0.037643673247501501 -0.023375955352025857 leaf_weight=13.772641549439866 4.9397933515720061 36.577129701850936 2.6087209857068929 8.4966763750417158 16.45518370042555 2.3732963351067147 2.871504999464384 5.9967895508743814 17.461488973873202 4.7578816046589045 21.872678924235515 2.2916219396283841 17.690004995907657 3.7767966579413015 1.161854011705145 2.1042827381752431 19.201565203024078 4.1927063033217564 4.0416778382495959 5.2506898688152424 11.802753729745744 1.576897327089682 13.171069623669608 1.0764894024468947 7.1109661581285772 3.9554374107392496 6.0697277432773289 527.74289264855906 4.6586296153254834 12.235720484750344 leaf_count=366 28 318 23 177 93 50 73 65 329 152 190 42 107 45 3 18 146 47 89 132 60 26 123 11 153 72 139 4741 35 147 internal_value=-3.32719e-05 -0.000186743 -0.00361413 -0.0440909 -0.00117069 0.00150023 -0.00145634 -0.0197862 -0.0278355 0.00538669 0.00822918 -0.00221036 0.00990494 0.0050683 -0.00304085 -0.0381419 0.00461806 0.0100907 -0.024076 -0.0335911 0.017791 0.00585021 0.00760372 -0.035806 -0.0551831 -0.0462643 0.000951693 -8.18146e-05 -0.0222163 -0.00654975 internal_weight=787.296 782.356 195.072 11.1054 183.966 170.194 153.738 41.7925 35.7957 111.946 105.084 18.3342 102.711 85.0205 63.1478 6.86216 51.1836 44.771 8.23438 6.41254 36.5367 24.7339 16.0426 11.9643 8.18746 5.53233 587.284 550.707 22.9641 16.8944 internal_count=8000 7972 2592 200 2392 2026 1933 632 567 1301 1131 238 1081 974 784 170 575 440 136 135 304 244 196 209 164 98 5380 5062 321 182 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=31 num_cat=0 split_feature=671 59 11 240 31 36 73 31 239 81 164 33 242 81 135 0 181 32 81 24 81 10 31 32 243 40 148 10 33 41 split_gain=1.18332 1.31263 3.24616 3.32116 2.11559 4.15802 2.07576 5.06255 1.64053 3.88325 2.9449 2.56668 2.33294 3.8952 2.10707 4.04771 3.80528 3.66512 3.75332 4.27843 3.4371 4.86634 4.22128 3.47466 4.34033 5.46166 3.11516 3.411 2.96455 2.95118 threshold=8398.4850000000024 0.008550000000000002 -399.99999999999994 0.09708885291763196 0.080657148496457262 0.96195000000000019 0.011850000000000001 0.56787961219018612 0.013646499317471902 -1660.4999999999998 1.0000000180025095e-35 0.34823673913772318 0.19077500000000003 -727.49999999999989 1.0000000180025095e-35 104738.50000000001 1.0000000180025095e-35 0.26535864083007171 -205.49999999999997 9.5000000000000018 -972.49999999999989 -11991.999999999998 0.20592984224937297 0.11692288154212926 0.046902020888199808 0.071400000000000019 1.0000000180025095e-35 -16625.499999999996 0.3850607426650855 0.14790000000000003 decision_type=10 8 8 2 10 8 8 10 8 2 2 8 2 2 2 2 2 8 2 2 2 2 10 8 2 8 2 2 10 10 left_child=1 2 4 -4 -1 -6 7 -3 9 -8 12 -12 13 -11 15 17 -16 -10 19 29 26 -22 23 -23 -25 -26 -17 -28 -20 -19 right_child=-2 6 3 -5 5 -7 8 -9 14 10 11 -13 -14 -15 16 20 -18 18 28 -21 21 22 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.029808293185119562 0.024396491206506027 -0.063897405098962287 0.052476350086410134 -0.065408009788938612 0.035806986111715768 -0.063547729141534268 -0.060435182226788745 0.028633946194827727 0.013470063007883766 -0.063798745742680449 0.020043834621121689 -0.070064724653088592 0.036796316672533101 0.017185385582674888 -0.0014976229052874514 0.032610095512650039 -0.049737245552753113 -0.038124427257077022 -0.043086335051672968 -0.062796937171289494 0.022291893386710643 0.040835552187220153 -0.068914808207077183 0.023681652248403347 0.032541829359425484 -0.06192637205216403 0.040723328329955052 -0.062148791850410147 0.031260204972960857 0.042358240340449799 leaf_weight=13.73875559109729 4.9250766132026902 3.9319907450117162 0.80545353051275315 2.3138433400308713 2.2530670755077145 1.9771374932024626 1.7844296187395254 2.3686756633687764 11.163911767303945 1.7127963968087012 1.4335689619183534 1.76112353883218 12.40040199481882 11.154659810476007 623.37953017529799 24.578068883623931 4.1150646568275979 2.4936327775940317 1.9367852387949813 7.4067101338878274 17.264762774575502 3.3757216967642316 2.9926792142214245 4.3929385794326672 2.047737906686959 6.0514934794045994 1.3866462064906957 1.9236606681370165 4.357663840870373 2.0967527413740754 leaf_count=78 30 89 3 61 18 58 52 22 53 34 9 31 66 82 6465 159 66 32 29 168 134 12 63 18 7 72 8 38 32 11 internal_value=-3.47715e-05 -0.000189313 0.012115 -0.0349683 0.0202884 -0.01063 -0.000531852 -0.0291111 -0.000292148 0.0111155 0.0156013 -0.0296299 0.02132 0.00640553 -0.00077074 0.0062329 -0.00181397 -0.00910599 -0.0228849 -0.0392905 0.013291 0.00311128 -0.0144465 -0.00417374 -0.0163365 -0.0380419 0.0264773 -0.0190569 0.00838397 -0.00136232 internal_weight=783.525 778.6 21.0883 3.1193 17.969 4.2302 757.511 6.30067 751.211 30.247 28.4626 3.19469 25.2679 12.8675 720.964 93.4692 627.495 29.4555 18.2915 11.9971 64.0137 36.1253 18.8606 15.8679 12.4922 8.09923 27.8884 3.31031 6.29445 4.59039 internal_count=8000 7970 218 64 154 76 7752 111 7641 274 222 40 182 116 7367 836 6531 325 272 211 511 306 172 109 97 79 205 46 61 43 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=31 num_cat=0 split_feature=14 239 239 12 243 243 31 107 56 8 6 14 36 239 24 21 45 13 57 33 31 77 32 4 241 33 239 243 24 242 split_gain=1.11996 1.20478 5.92901 5.96564 5.37209 5.36039 5.06383 4.62213 4.87168 6.12967 4.48645 4.42544 5.26347 4.11093 11.2106 5.57593 6.34244 4.42653 3.7432 3.65892 8.34785 4.13643 3.84793 2.87832 8.54585 5.94248 4.5046 6.35515 4.64895 4.30853 threshold=64.500000000000014 0.041673363445299962 0.035702131558505761 -4676.4999999999991 0.029238726326739604 0.072731035585921811 0.32902964457574696 3.5000000000000004 0.18750000000000003 902250.00000000012 81252.000000000015 16.500000000000004 0.98535000000000006 0.025363815782715401 10.500000000000002 2.5000000000000004 0.24305000000000002 -4345.4999999999991 0.11510000000000002 0.33365234483727518 0.59592023858603815 1.0000000180025095e-35 0.13576885129952024 1.5000000000000002 52687.500000000007 0.14509547980217227 0.045957941852890358 0.051583200113154308 10.500000000000002 0.037160000000000006 decision_type=10 8 10 2 2 2 8 10 8 8 2 10 10 10 2 2 10 2 10 10 8 8 8 2 2 8 8 2 2 2 left_child=1 2 4 -4 -1 6 -5 8 -6 13 -3 12 -9 17 -15 -16 -17 18 -10 -19 -21 -22 -23 26 -25 -26 27 28 -12 -27 right_child=-2 10 3 5 7 -7 -8 11 9 -11 23 -13 -14 14 15 16 -18 19 -20 20 21 22 -24 24 25 29 -28 -29 -30 -31 leaf_value=-0.065801562413421485 0.027057951538661775 -0.06283826650872508 0.041199711898828262 0.025654695719288995 0.030196853367740507 0.040033234881052773 -0.055501419567279137 -0.076905379835099055 -0.068665492945146386 -0.068673352150840222 0.027685787341554198 0.037275965694464369 0.015989465955615675 -0.081063031185752532 0.015393520899424721 -0.084614924525871327 0.038923243210605585 0.021683596873286613 0.036631558140442291 -0.076305521662652129 0.023632945078095033 0.035045927874678633 -0.066037027229192372 0.014869782527066928 0.033067698648753217 0.043698390301801199 -0.0014589055719418202 -0.082954666724951776 -0.058125602994330922 -0.069872565200486181 leaf_weight=3.1414766854140899 3.7962081329897037 2.9315848334808825 18.65672570606694 2.9775578137487146 14.648828431265427 4.6815366573864585 5.4224669762188578 5.3306500920443778 3.1387336064362819 3.2155168153112745 4.2543805246241373 1.7863357365131376 2.1358135107439011 5.1580228931270566 16.076720731667596 3.3138025433290741 1.5134469862096009 36.9884973212611 1.154450863599777 3.3915845961309996 12.924767064629124 1.3973009679466475 2.886063904967159 65.887592375045642 2.479637656360862 0.95239500887692052 537.33870911068516 4.1147582270205021 2.5092923843767494 6.7802641306770965 leaf_count=78 26 80 85 11 94 20 66 85 70 72 22 7 20 71 108 53 6 187 8 67 79 6 55 482 7 3 5901 50 38 143 internal_value=-3.38399e-05 -0.000166171 0.00386026 0.023048 -0.0012918 -0.00283982 -0.026734 0.000469497 0.003433 -0.000867828 -0.00112867 -0.0334188 -0.0503324 0.00161138 -0.0150463 0.00124323 -0.045883 0.00862693 -0.0403508 0.0122782 -0.00460995 0.00952067 -0.0330622 -0.0008389 0.00827325 -0.0342862 -0.00210379 -0.0339577 -0.00414985 -0.0558846 internal_weight=780.985 777.189 149.94 31.7383 118.202 13.0816 8.40002 115.061 105.808 91.1589 627.249 9.2528 7.46646 87.9434 26.062 20.904 4.82725 61.8814 4.29318 57.5882 20.5997 17.2081 4.28336 624.317 76.0999 10.2123 548.217 10.8784 6.76367 7.73266 internal_count=8000 7974 1248 182 1066 97 77 988 876 782 6726 112 105 710 238 167 59 472 78 394 207 140 61 6646 635 153 6011 110 60 146 is_linear=0 shrinkage=0.05 Tree=220 num_leaves=31 num_cat=0 split_feature=228 33 243 10 239 48 5 41 9 31 242 32 33 239 12 24 242 239 6 8 37 31 32 33 30 12 47 22 242 36 split_gain=1.14964 1.18772 4.09074 3.352 4.96711 6.61397 4.08748 5.34378 4.29632 7.36503 4.48275 4.02722 3.68408 4.13907 3.55255 5.1654 6.09822 4.45652 5.3892 4.20142 7.05331 4.64118 3.91027 3.74255 3.40603 3.30413 3.23799 4.22721 3.23735 3.14401 threshold=1.0000000180025095e-35 0.32885910741650776 0.079778170966896808 -18812.499999999996 0.062309935541131102 0.11815000000000002 90144.000000000015 0.16730000000000003 0.031042000000000004 0.18732552899119689 0.083349019607843119 0.59703906551028652 0.14509547980217227 0.19739043627268146 -5241.4999999999991 9.5000000000000018 0.20241798941798941 0.18837649185449937 630373.50000000012 258750.00000000003 0.76540000000000019 0.46204947595200557 0.41591823767189678 0.23988384837774554 1.0000000180025095e-35 -10512.999999999998 0.017050000000000006 1.5000000000000002 0.085782142857142862 0.98885000000000012 decision_type=2 8 2 2 10 10 2 8 2 10 2 8 10 10 2 2 2 10 2 8 10 8 10 10 2 2 10 2 2 8 left_child=1 2 3 4 11 -6 7 -5 14 10 -10 -1 -9 -14 17 29 19 -8 -19 -17 21 23 -23 -21 -24 -13 27 -11 -4 -16 right_child=-2 -3 28 6 5 -7 8 12 9 26 -12 25 13 -15 15 16 -18 18 -20 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.012217647784000467 0.024972725725723167 -0.001359043072092664 0.0089972807527932026 0.016253033320415035 -0.073103363179334899 0.031063742496455157 0.032013909199954747 8.3508877248722233e-05 0.015276305474539845 -0.070461418585368335 -0.086239047109129094 0.023594704990631724 -0.084589230764966938 -0.0022650358162670556 -0.0084912650476200533 0.0075970278916454225 0.020766795490511428 -0.060455402178599266 0.020157133367838649 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0.00439384 -0.0110911 -0.0453595 0.00712598 -0.0143222 0.0099557 -0.0140545 -0.0601281 0.00110701 -0.0365872 -0.0587054 0.0129631 0.00696885 -0.00140947 0.0241717 -0.00667236 -0.0131285 -0.0263329 -0.0404686 -0.0228149 -0.0759514 -0.0482477 -0.0402543 0.0100817 -0.0116583 -0.0349422 0.0248645 internal_weight=777.667 773.098 204.914 198.076 29.7069 7.79848 168.369 19.6244 148.745 16.5574 5.692 21.9085 11.3554 7.08312 132.188 86.1273 58.6627 46.0603 9.33698 38.3805 23.4441 18.5232 12.3692 6.15401 6.8021 4.63899 10.8654 6.64802 6.83754 27.4645 internal_count=8000 7971 1248 1131 228 83 903 121 782 148 69 145 82 64 634 429 333 205 67 252 178 154 99 55 74 63 79 63 117 96 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=31 num_cat=0 split_feature=244 7 103 9 24 13 614 38 12 33 11 81 239 9 0 32 239 239 38 57 12 31 198 107 34 32 243 10 81 29 split_gain=1.13898 1.14736 1.12996 1.26317 5.5321 6.41499 5.24206 7.08846 6.73381 6.37141 6.33811 5.69675 4.75384 5.65975 4.52094 4.45589 4.42613 3.82829 3.3153 2.94979 3.96171 2.87797 4.02991 2.79779 2.71205 2.29632 6.59233 3.61742 4.03141 3.60215 threshold=-215.49999999999997 15885.000000000002 1.0000000180025095e-35 0.029709000000000003 15.500000000000002 -1428.4999999999998 5.5000000000000009 0.03425000000000001 -9782.4999999999982 0.6321930890012285 -489.49999999999994 -508.49999999999994 0.27496734756831853 0.034176500000000005 102496.50000000001 0.2686390082343536 0.019675695164079455 0.12644231577847434 1.0000000180025095e-35 0.038650000000000011 -8868.4999999999982 0.32278925462410252 1.0000000180025095e-35 6.5000000000000009 0.018900000000000004 0.69841832458049113 0.033274973185194102 -19416.499999999996 -594.49999999999989 1.0000000180025095e-35 decision_type=8 2 10 2 2 2 10 10 2 10 10 2 8 2 2 10 8 10 8 8 2 10 2 10 8 8 2 2 2 2 left_child=1 -1 3 25 5 6 7 8 11 10 -10 -5 13 -6 -15 -16 -12 24 -17 20 -7 -21 -23 -20 -11 -2 -27 28 -28 -29 right_child=2 -3 -4 4 12 19 -8 -9 9 17 16 -13 -14 14 15 18 -18 -19 23 21 -22 22 -24 -25 -26 26 27 29 -30 -31 leaf_value=0.013305819429252795 -6.6954696908007156e-05 -0.063672582683632017 0.022211885333553363 0.034922448096792548 -0.046960401960083303 0.037600901545274422 0.022260001304017146 0.023741970389470929 -0.065133726894731944 0.048326747963458823 -0.074279823809025869 -0.067050374639363933 0.044244924145445175 0.047180843347923211 0.052597134605986508 0.040451639814214166 0.0090538331057893606 0.029492324547874524 -0.068629776841085635 0.022237043646319316 -0.069969645879061224 -0.063803672970208239 0.056887391471750884 0.042009360470012802 -0.056172476061645875 -0.056385332944571459 -0.060692397847561558 0.029234398080707248 0.016825291219595084 -0.016572457389888409 leaf_weight=0.7465906533179808 605.43782704437035 1.3765915232943369 5.7181163973873472 5.7890548324794509 4.7673398501938271 1.3159966348903256 6.4277606980176634 6.4126349692814975 22.381030945340171 0.75893164379522016 2.1835431875661024 1.7940660876920436 9.0366279063455277 6.396647585090248 2.1149588748812675 1.2301351907663045 5.8955218197079384 4.4530139340204187 3.8372812819579849 20.542973420815546 2.4483054839074638 2.3300384948961432 0.98362863855436433 0.67136787530034769 3.4133940175524913 3.3240869414876206 2.954385114251636 31.361824018706102 3.8799168780096798 4.9722621953114858 leaf_count=10 5457 32 42 76 113 10 58 102 495 5 35 45 91 36 6 17 40 77 125 132 48 70 5 5 140 166 104 323 45 90 internal_value=-3.28788e-05 -0.0366041 6.75923e-05 -9.74725e-05 -0.00492445 -0.0111422 -0.0203852 -0.0255493 -0.0323223 -0.040688 -0.0514304 0.010797 0.0143864 0.000198592 0.0159752 -0.00944088 -0.0134689 -0.00275147 -0.0323042 0.00877166 -0.0323631 0.0152623 -0.0279777 -0.0521549 -0.0371644 0.000755367 0.0114639 0.0166884 -0.0166847 0.0229658 internal_weight=774.956 2.12318 772.833 767.115 115.184 87.1299 59.509 53.0812 46.6686 39.0854 30.4601 7.58312 28.0544 19.0177 14.2504 7.85374 8.07907 8.62534 5.73878 27.6209 3.7643 23.8566 3.31367 4.50865 4.17233 651.93 46.4925 43.1684 6.8343 36.3341 internal_count=8000 42 7958 7916 1731 1338 1073 1015 913 792 570 121 393 302 189 153 75 222 147 265 58 207 75 130 145 6185 728 562 149 413 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=31 num_cat=0 split_feature=78 241 241 79 104 33 241 10 86 36 14 241 33 0 107 31 24 243 107 9 9 12 13 10 10 242 242 106 52 243 split_gain=1.15568 2.52115 3.73558 5.68382 3.58211 4.28577 3.18233 2.92174 5.61254 2.49121 3.5579 2.43937 3.35918 4.63508 2.99721 4.33519 3.34058 2.27553 3.0758 1.84612 4.29932 3.97143 3.26259 3.77138 2.27461 4.7369 6.61641 5.25384 3.77583 3.45456 threshold=1.0000000180025095e-35 156662.25000000003 74625.000000000015 2.5000000000000004 1.0000000180025095e-35 0.18684085751638402 98437.500000000015 -19776.499999999996 1.0000000180025095e-35 0.98635000000000017 15.500000000000002 37650.000000000007 0.51279278391854921 110556.50000000001 3.5000000000000004 0.41685972616246991 13.500000000000002 0.051293945194547212 1.5000000000000002 0.0027875000000000005 0.0043334999999999511 -5569.4999999999991 -4225.4999999999991 -12947.499999999998 -21535.999999999996 0.13197916666666668 0.053664285714285657 1.5000000000000002 0.0070499999999999513 0.037976074986666254 decision_type=8 2 2 10 8 10 2 2 2 10 10 2 10 2 10 8 2 2 8 2 2 2 2 2 2 2 2 10 8 2 left_child=19 2 7 9 5 -5 -7 8 -2 10 -4 14 17 -14 15 -9 -17 -13 -19 21 22 -1 23 -21 25 26 -22 -28 -27 -30 right_child=1 -3 3 4 -6 6 -8 11 -10 -11 -12 12 13 -15 -16 16 -18 18 -20 20 24 -23 -24 -25 -26 28 27 -29 29 -31 leaf_value=-0.042215235495496328 -0.062169857569630338 0.023349054097251798 -0.068749285889464704 -0.091042494877487071 0.034589164790965424 -0.047687251111705353 0.016314262199959923 0.016971907565788223 0.021331528155111554 0.010047890110332891 0.024222865199197863 0.032175818006744565 -0.058534063125848274 0.046083499850582542 0.033295113811167197 -0.074980531380141949 0.0064478442228761233 0.026241563086862464 -0.034413734236737083 -0.060394290959141575 0.0430550711261369 0.027323225703208682 -0.063766376413640635 0.054235877015109769 -0.0018250951767439579 -0.060458409990984167 -0.06056000101270264 0.031618360487705457 -0.011326290666039783 0.020773995569666442 leaf_weight=2.4395760321058324 3.9444223023892828 15.671901131398043 7.0655648517422396 1.5233799591660524 6.0621688524261108 2.6588365124771354 7.2065653369063511 4.6319568417966339 4.108471724903211 1.7767209087032814 1.2044461546465752 25.465383605100214 2.9442689231946124 1.6532233373727647 3.7367123337462536 3.8225895790383229 1.8784983495716003 5.38062144629657 3.4176223904360095 1.2893114365870135 3.0774720719782627 12.964971663663162 4.7815360038075587 1.617980698123574 571.04716643191932 1.690168099477886 7.4436133909621258 1.9509827455040065 10.093689075350992 49.405674569366965 leaf_count=39 83 131 135 15 23 50 62 23 34 27 7 106 85 12 15 65 21 24 34 40 21 79 96 5 5917 56 222 16 156 401 internal_value=-3.37109e-05 0.00486498 0.00159106 -0.0137086 0.00353965 -0.0129878 -0.000934864 0.00848971 -0.0195686 -0.0436684 -0.0552088 0.0127585 0.0192171 -0.0209144 -0.00508041 -0.0189581 -0.04815 0.024602 0.00268039 -0.000797731 -0.0012017 0.0163106 -0.0383694 0.00340026 -0.000758433 0.00751065 -0.0205738 -0.0414173 0.013235 0.0153284 internal_weight=771.955 104.153 88.4815 27.4977 17.451 11.3888 9.8654 60.9838 8.05289 10.0467 8.27001 52.9309 38.8611 4.59749 14.0698 10.333 5.70109 34.2636 8.79824 667.802 652.398 15.4045 7.68883 2.90729 644.709 73.6616 12.4721 9.3946 61.1895 59.4994 internal_count=8000 952 821 319 150 127 112 502 117 169 142 385 261 97 124 109 86 164 58 7048 6930 118 141 45 6789 872 259 238 613 557 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=31 num_cat=0 split_feature=671 646 242 33 107 239 81 164 242 9 239 7 189 31 107 24 9 14 31 14 24 38 81 81 33 239 0 0 242 32 split_gain=1.09824 1.30964 2.81744 1.8074 1.60417 1.29776 3.55501 2.60414 2.12319 3.50967 2.96479 3.68393 1.82552 1.67442 5.20454 6.26158 3.85311 3.8902 3.3191 5.32326 3.32349 3.79953 3.30023 7.04678 2.80587 6.77452 2.59408 2.69213 2.57315 2.42447 threshold=8398.4850000000024 1.0000000180025095e-35 0.18098571428571428 0.26575311909471833 5.5000000000000009 0.013646499317471902 -1660.4999999999998 1.0000000180025095e-35 0.19077500000000003 0.014870499999999951 0.0112259153612133 29988.000000000004 1.0000000180025095e-35 0.27086218055218064 1.0000000180025095e-35 13.500000000000002 0.014870499999999951 13.500000000000002 0.31501274993636419 64.500000000000014 11.500000000000002 0.025950000000000004 -680.49999999999989 -515.49999999999989 0.3714916490179011 0.10704158700518505 106745.50000000001 104593.50000000001 0.12246076923076922 0.74251609762086679 decision_type=10 10 2 8 10 8 2 2 2 2 10 2 2 8 8 2 2 8 8 8 2 8 2 2 10 10 2 2 2 10 left_child=1 5 3 -3 -5 6 -1 8 9 -8 11 -11 13 14 15 16 -7 -18 19 -15 -21 -22 24 -24 -16 -26 27 -25 -28 -20 right_child=-2 2 -4 4 -6 12 7 -9 -10 10 -12 -13 -14 18 22 -17 17 -19 29 20 21 -23 23 26 25 -27 28 -29 -30 -31 leaf_value=-0.059030278335282842 0.023637906705081771 0.046408834186607732 -0.067824909566874841 -0.058700936169990239 0.041861234003882093 0.027115551103853365 -0.042331184402657873 -0.028915612523652656 0.035474335009385578 -0.063597106646455889 0.044736984336795849 0.031752241613246711 0.028985424464174316 -0.071351521582890515 0.032364995996539546 -0.090889453341573667 0.013489612730610371 -0.065686337567026049 -0.00052877680198891994 0.0094855488014354838 0.021101379944971726 -0.072818877049286954 -0.058231416608179466 0.006631703314263878 -0.072725481943173437 0.021688846757520037 -0.0080578178501267798 -0.046140426945857689 0.037498334913894489 -0.029621509887096411 leaf_weight=1.7344632467720682 4.8689217271748921 1.4621840985491865 2.2319021835864987 1.2924492611346066 0.57211634074337769 5.0461041610687953 2.8983764294534984 3.0279481683392069 11.77955938503146 1.8597220007795821 5.4262550090206787 2.2250107838772237 5.2405005572363725 4.2634547203779247 23.610323558561504 2.6442346916301167 2.7319246921688318 3.5902296556159854 617.46910473908065 9.4897478651255351 1.617375318892299 3.2220867741852999 4.4340996984392396 9.414584627375012 2.3872409202158442 9.3079376975074393 4.4175836928188792 3.2513383124023667 10.389610581099985 7.2452598523232146 leaf_count=56 30 6 51 57 5 22 46 39 67 36 20 17 36 71 81 35 21 34 6439 61 13 53 49 59 38 63 31 25 32 407 internal_value=-3.34727e-05 -0.000184273 -0.0243654 0.0047914 -0.0278448 -7.11442e-06 0.010375 0.014798 0.0202701 0.00583742 0.0205163 -0.011659 -0.00041899 -0.000631671 0.00613284 -0.0215866 -0.00546685 -0.0314729 -0.00148577 -0.0223039 -0.00771043 -0.0414302 0.0119118 0.000257299 0.0224445 0.00241682 0.00969725 -0.00691489 0.0239071 -0.000866186 internal_weight=769.152 764.283 5.55865 3.32675 1.86457 758.724 28.9513 27.2169 24.1889 12.4094 9.51099 4.08473 729.773 724.532 81.2252 14.0125 11.3683 6.32215 643.307 18.5927 14.3292 4.83946 67.2127 31.9072 35.3055 11.6952 27.4731 12.6659 14.8072 624.714 internal_count=8000 7970 119 68 62 7851 281 225 186 119 73 53 7570 7534 490 112 77 55 7044 198 127 66 378 196 182 101 147 84 63 6846 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=31 num_cat=0 split_feature=150 32 54 12 107 35 10 37 34 48 243 243 6 241 6 81 12 243 106 720 32 21 1 12 240 12 243 31 32 243 split_gain=1.08178 7.85238 4.45915 4.04636 3.51381 2.37202 2.73285 1.99813 1.90501 4.85384 4.1631 6.44718 3.66304 6.00301 4.83514 5.97479 7.06538 4.67963 5.49471 4.99934 4.23885 4.77514 4.12613 6.23185 5.95867 5.55906 5.50773 6.96264 6.74763 5.97794 threshold=1.0000000180025095e-35 0.44940187957095928 0.22415000000000004 -2861.4999999999995 1.5000000000000002 0.16389999999999996 -16625.499999999996 0.86740000000000017 0.1208 0.12555000000000002 0.027726253651411851 0.028658003551990201 197952.75000000003 23868.750000000004 215752.50000000003 -1436.4999999999998 -5329.9999999999991 0.11334878579147296 1.5000000000000002 5.5000000000000009 0.071899890026603006 3.5000000000000004 1.0000000180025095e-35 -1337.4999999999998 0.13235097540441579 -1618.4999999999998 0.05474118540496626 0.28816912572157505 0.16458039242710698 0.054465751261471455 decision_type=2 10 8 2 10 8 2 8 8 8 2 2 2 2 2 2 2 2 10 8 10 2 2 2 2 2 2 8 10 2 left_child=8 5 -3 4 -4 6 -2 -6 -1 -10 -11 -12 13 -13 15 -14 -17 18 19 -15 -21 -22 -16 25 -25 26 29 -28 -29 -24 right_child=1 2 3 -5 7 -7 -8 -9 9 10 11 12 14 17 22 16 -18 -19 -20 20 21 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=0.0035961759821404394 0.03378000225303289 -0.057667071385010461 0.031940610124807582 -0.060922000592172287 0.035850336307409324 0.034606345130259217 -0.042878900966813752 -0.060009161110865218 -0.049967928998261919 -0.042872204911088396 0.051813168659945147 0.021997849341529357 0.056376210541229481 0.047017797798761321 0.0042950119920861715 0.032376124593864672 -0.067647965190084786 0.02686677438388211 0.023087771556433212 0.012218983671445883 -0.057757727129129056 0.01516176954043643 -0.0066099285812892443 -0.058329769496034717 0.012573499101531691 -0.058931732579322674 0.021285165456468816 0.003144744325303532 -0.047799232637499606 0.033174236015695212 leaf_weight=205.89284865670197 2.2820645507890731 4.9926536808488917 6.8862356087774952 2.3074077477212986 0.73988085240125689 18.782105561811477 2.3700056113302734 2.0493327465956099 5.2393532930291249 6.0379870290635145 5.6905062857549629 8.7746607762528566 8.2094483752734941 1.6305926311761139 187.72582039720146 4.6847166139632455 2.8332334705628455 4.0299930954352012 4.2182141626253715 3.069147607078782 21.583251433010449 2.5057672788389018 139.75198869337328 3.1298379339277735 55.646219029847998 5.5858699730597428 6.8054499058052889 8.8612690176814777 24.391270918771625 10.126323005650191 leaf_count=2426 13 208 60 68 5 78 30 71 146 155 18 63 25 6 1401 25 45 26 29 19 443 22 1568 59 388 70 31 43 424 35 internal_value=-3.21241e-05 0.00793023 -0.0179663 -0.00142496 0.0127639 0.0266894 -0.00527402 -0.034581 -0.000475056 -0.00208541 -0.00159855 -0.00110919 -0.00170724 -0.0151873 -0.000358158 0.0268848 -0.0053192 -0.023997 -0.0302072 -0.0380162 -0.0431217 -0.0501726 -0.00132747 -0.00547806 0.00879788 -0.00976956 -0.00832374 -0.0247931 -0.0342235 -0.00392197 internal_weight=766.833 40.4097 16.9755 11.9829 9.67545 23.4342 4.65207 2.78921 726.424 520.531 515.292 509.254 503.563 45.8116 457.751 15.7274 7.51795 37.037 33.007 28.7888 27.1582 24.089 442.024 254.298 58.7761 195.522 189.936 40.058 33.2525 149.878 internal_count=8000 533 412 204 136 121 43 76 7467 5041 4895 4740 4722 608 4114 95 70 545 519 490 484 465 4019 2618 447 2171 2101 498 467 1603 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=31 num_cat=0 split_feature=238 43 657 721 11 720 73 45 37 52 0 0 19 240 242 107 33 31 239 595 130 51 12 243 243 44 34 5 33 11 split_gain=1.09689 1.51872 1.21849 1.17838 3.29281 2.39443 1.39426 3.96274 5.3511 3.22962 5.76285 5.14557 3.86076 3.03937 7.20309 7.28564 4.71306 4.65574 4.32269 3.44326 3.42915 3.26835 4.67614 3.6597 5.36554 3.1287 3.40864 3.40133 9.78395 7.46504 threshold=1.0000000180025095e-35 0.021350000000000004 22736.250000000004 6.5000000000000009 -4297.9999999999991 1.5000000000000002 0.065050000000000011 0.058350000000000006 0.78580000000000017 0.011450000000000002 111001.50000000001 102496.50000000001 1.0000000180025095e-35 0.6792592773878654 0.049040028490028455 1.5000000000000002 0.47674953178598795 0.61217125040586684 0.084232630179028767 -28.499999999999996 1.0000000180025095e-35 0.74195000000000011 -8689.9999999999982 0.027726253651411851 0.028658003551990201 0.066700000000000023 0.082650000000000015 90144.000000000015 0.6220741691655115 -2978.4999999999995 decision_type=2 8 10 10 10 10 10 10 10 8 2 2 2 2 2 8 10 8 10 8 2 10 2 2 2 10 10 2 10 8 left_child=2 -2 3 5 -5 6 7 13 -9 11 -11 12 -8 19 -15 16 20 18 -17 -1 -16 23 -23 -21 -25 26 27 28 29 -26 right_child=1 -3 -4 4 -6 -7 9 8 -10 10 -12 -13 -14 14 15 17 -18 -19 -20 21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.063726685958307425 0.045623806498096414 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3.3158494350500405 5.4086199693847439 10.547937188996002 4.3146567242220035 9.896089756395666 4.5097600437002248 13.039755829144267 5.7518697187770149 2.9134766951319753 366.7399381105497 26.453379303740803 62.12236384046264 leaf_count=63 15 39 17 31 73 25 57 195 26 1916 107 258 16 86 41 37 108 227 58 142 66 47 203 15 109 31 67 3022 327 576 internal_value=-3.23544e-05 0.0211615 -0.000201874 -0.000313408 -0.0225701 -0.000138063 -0.00033293 -0.0015679 -0.0283826 0.00345344 0.000394528 0.0178508 -0.0346023 -0.000910615 -0.0133014 -0.0245144 -0.000865775 -0.0468581 -0.0171387 0.000207114 0.0115391 0.000474659 -0.0231616 0.00116446 0.00162385 0.00111067 0.000663312 0.000998698 -0.00709609 -0.0163003 internal_weight=763.258 6.0565 757.202 754.867 5.90056 748.967 745.425 562.092 13.4484 183.333 151.207 32.126 4.08152 548.643 45.3962 34.4704 16.7462 17.7242 7.55834 503.247 13.741 501.15 14.2107 486.939 481.531 477.021 471.269 468.355 101.615 75.1621 internal_count=8000 54 7946 7929 104 7825 7800 5446 221 2354 2023 331 73 5225 623 537 215 322 95 4602 107 4539 250 4289 4147 4132 4101 4034 1012 685 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=31 num_cat=0 split_feature=78 241 23 33 12 31 13 10 240 10 14 7 243 36 24 1 12 80 6 13 241 203 81 118 13 66 76 31 77 162 split_gain=1.12302 2.38728 3.61762 3.11186 4.42871 2.72754 2.71128 2.55018 4.02846 2.33688 3.65467 2.53915 2.4381 3.57034 4.70118 2.7937 2.70589 2.27799 2.10496 3.10416 1.93259 1.72191 1.69619 4.84976 7.22277 4.95237 4.70417 6.76141 7.17428 4.60917 threshold=1.0000000180025095e-35 156662.25000000003 1.5000000000000002 0.51099066457943965 -5329.9999999999991 0.056106464723230109 -4209.4999999999991 -10547.499999999998 0.50001666777785203 -12284.499999999998 10.500000000000002 28127.250000000004 0.03227101717305151 0.98235000000000017 10.500000000000002 1.0000000180025095e-35 -6635.4999999999991 1.0000000180025095e-35 269104.50000000006 -1764.4999999999998 48937.500000000007 1.0000000180025095e-35 -1015.4999999999999 1.0000000180025095e-35 -4103.4999999999991 0.066350000000000006 0.097450000000000023 0.17333906334237648 5.5000000000000009 1.0000000180025095e-35 decision_type=8 2 2 10 2 8 2 2 2 2 8 2 2 10 2 2 2 10 2 2 2 2 2 2 2 10 10 10 8 2 left_child=21 2 -2 7 6 -6 -5 9 17 10 -4 -11 -12 14 15 -14 -16 -9 -18 -20 -8 22 -1 25 -25 29 27 -26 -29 -24 right_child=1 -3 3 4 5 -7 20 8 -10 11 12 -13 13 -15 16 -17 18 -19 19 -21 -22 -23 23 24 26 -27 -28 28 -30 -31 leaf_value=-0.0047971610957097963 -0.047688125157873601 0.022929083906124314 -0.049744221830234754 -0.055589244371162132 0.055431377297987174 -0.059240724303820637 0.043030215326983416 -0.0066819182165818256 0.021336683860304989 0.038290366404034222 0.033724968262411947 -0.0056413185605101767 -0.00036801029952425283 0.035238496002237489 -0.035385429236060251 -0.072180549408856626 0.041595350413271011 -0.07504788989978961 0.019862249715319667 -0.038401487658109079 -0.018228897937350639 0.02533694385842418 0.0011679069654726307 -0.047010491017609887 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0.00305173 -0.00570062 -0.0452318 0.00623433 -0.046551 0.014729 0.00240265 0.0231736 -0.0007865 -0.00103656 0.000690958 -0.0103279 0.00315107 -0.0042979 -0.0112751 -0.0410806 0.00398706 internal_weight=760.481 101.501 86.0063 82.4391 13.5133 6.29424 7.21904 68.9258 8.88673 60.0391 42.6311 17.4079 39.8281 31.6845 24.9107 5.77678 19.134 5.01254 15.8906 10.8929 5.87687 658.98 652.732 447.268 81.6332 365.635 70.1086 54.3391 14.0928 358.241 internal_count=8000 952 821 760 310 185 125 450 70 380 302 78 264 224 183 63 120 52 85 67 71 7048 7016 4106 949 3157 722 556 251 3004 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=31 num_cat=0 split_feature=9 150 32 76 12 107 35 10 42 239 11 239 240 7 13 0 148 0 9 5 7 12 12 30 243 104 49 85 33 31 split_gain=1.10346 1.12315 7.05554 4.13302 4.13572 3.50233 2.11943 2.38543 2.01681 1.75456 5.75524 4.02356 3.68382 5.28016 4.31391 4.21836 5.80405 3.83579 5.40275 4.66161 5.30161 3.77977 3.83411 3.64918 3.34606 5.09144 4.1622 3.26436 3.62302 3.13742 threshold=0.0013045000000000003 1.0000000180025095e-35 0.44940187957095928 0.17015000000000002 -2861.4999999999995 1.5000000000000002 0.16389999999999996 -16625.499999999996 0.38020000000000004 0.19596100291555049 -3218.9999999999995 0.18837649185449937 0.48361402537906034 13893.750000000002 -179.99999999999997 106893.50000000001 1.0000000180025095e-35 103406.50000000001 0.0069360000000000003 142875.00000000003 62734.500000000007 -10135.499999999998 -821.49999999999989 1.0000000180025095e-35 0.051090000000000003 1.0000000180025095e-35 0.12305000000000001 1.0000000180025095e-35 0.15147104206873863 0.38232188279332696 decision_type=2 2 10 8 2 10 8 2 8 10 8 10 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10 2 8 10 left_child=-1 9 6 -4 5 -5 7 -3 -7 10 -2 27 14 -14 15 16 17 19 -19 -11 -21 -17 -23 -15 25 26 -18 29 -29 -12 right_child=1 2 3 4 -6 8 -8 -9 -10 12 11 -13 13 23 -16 21 24 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.032595428699457772 -0.063456167621659135 0.032753097421935183 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4.1400274186744346 1.3161535232793538 51.07494497182779 2.620868061319924 3.6746268469141796 9.4208979299291951 3.1728182844817647 1.4588661836460231 0.98761772364377876 3.2450767137343064 87.874403340509161 leaf_count=18 115 13 193 65 75 5 78 30 71 142 3976 70 180 169 40 47 104 38 272 138 11 447 40 47 42 9 10 3 70 1482 internal_value=-3.15988e-05 -0.000143178 0.00809674 -0.0171359 -0.00149475 0.0135762 0.0259258 -0.0045283 -0.0347102 -0.000594411 -0.00178895 -0.00138717 0.00453429 -0.014046 0.00819888 0.00950845 -0.000165671 -0.0113727 -0.0299717 0.00231149 -0.0376767 0.019331 0.0214253 -0.0413906 0.0229906 0.000847578 -0.0276513 -0.00105209 -0.0447994 -0.000726684 internal_weight=757.771 755.188 39.2084 16.2337 11.7264 9.32439 22.9747 4.57531 2.67713 715.98 580.723 576.964 135.257 22.2821 112.975 110.981 55.913 37.6779 15.9709 21.707 5.45618 55.0683 53.6958 9.84994 18.2351 8.81423 5.64141 573.272 4.23269 569.039 internal_count=8000 7982 530 409 216 141 121 43 76 7452 5716 5601 1736 396 1340 1300 766 601 310 291 149 534 487 216 165 123 114 5531 73 5458 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=31 num_cat=0 split_feature=78 242 9 243 162 33 144 61 24 0 128 10 0 13 14 50 242 239 242 71 627 242 633 32 242 9 9 12 13 106 split_gain=1.06625 2.2258 4.24946 3.38496 3.84331 3.50146 1.99684 1.90882 5.72056 2.95982 4.09522 3.16032 4.44905 2.26947 2.59857 2.18821 2.95218 2.14734 1.76989 1.65884 1.64436 4.39661 1.97281 2.25172 3.03356 1.76828 3.89839 3.29604 4.84113 3.02723 threshold=1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 0.029339801091616002 1.0000000180025095e-35 0.37825236717528976 1.0000000180025095e-35 0.0092500000000000013 8.5000000000000018 109870.50000000001 1.0000000180025095e-35 -10303.999999999998 101564.50000000001 -4261.4999999999991 3.5000000000000004 0.98085000000000011 0.17276461538461538 0.31243052703656454 0.09736750000000001 0.041350000000000005 17448.975000000002 0.092444832214765113 -279.99999999999994 0.59500931088849873 0.27674166666666672 0.0027875000000000005 0.0043334999999999511 -3792.4999999999995 -1285.4999999999998 1.5000000000000002 decision_type=8 2 2 2 2 10 2 8 2 2 2 2 2 2 10 8 2 8 2 8 10 2 10 10 2 2 2 2 2 8 left_child=20 6 3 -3 5 -5 7 13 -9 11 -11 12 17 14 -2 16 -14 -10 -13 -7 22 -22 25 24 -24 27 29 28 -1 -27 right_child=1 2 -4 4 -6 19 -8 8 9 10 -12 18 15 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.073639723126699683 -0.062809568331608265 0.038335338289630795 -0.065727011390330686 0.0083305669229440573 -0.075989755581016477 0.022597359504351416 -0.026722000997230183 -0.067440244627389692 -0.081428704394253176 0.023882621686466626 -0.069241534872070909 0.0095076670682341467 -0.061997771303639551 0.031329290627103226 0.038788242297159908 0.028445914852353212 0.036404519753386759 0.0043362907840735973 -0.053663080186543005 -0.0623236427613508 0.024588373828074508 -0.064147280693621675 -0.044277027625354112 0.04577135263417112 0.036830494036966713 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0.0244201 -0.0158904 -0.0398934 -0.0252032 -0.045952 -0.000764459 -0.0273794 -0.000528701 0.022097 -0.00294967 -0.000864368 -0.00126887 0.0162142 -0.0159279 -0.0381079 internal_weight=754.722 99.5654 28.1469 25.3603 20.8003 18.8469 71.4185 67.8027 48.3853 45.8778 4.7668 41.111 36.632 19.4174 2.56792 33.7098 3.06093 2.92219 4.47907 3.6953 655.157 5.75248 649.404 9.4935 4.61305 639.911 625.105 14.8055 5.18353 7.09982 internal_count=8000 952 311 247 217 185 641 604 428 383 65 318 277 176 44 237 44 40 41 97 7048 131 6917 89 55 6828 6716 112 60 133 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=31 num_cat=0 split_feature=196 31 131 33 33 77 81 32 6 243 12 207 242 78 23 8 62 12 241 241 9 14 14 80 37 54 35 241 9 240 split_gain=1.03912 1.18307 1.0573 5.45344 3.15404 3.31105 3.23771 2.45026 4.31327 3.88535 2.30943 1.97433 6.28921 4.95207 4.5415 6.77867 6.23256 5.68021 7.47566 5.30722 7.8599 4.39162 4.27577 4.06215 3.65691 3.8935 3.69063 3.17193 2.7252 2.59638 threshold=1.0000000180025095e-35 0.18732552899119689 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 1.5000000000000002 -1321.4999999999998 0.14518529480735023 284395.50000000006 0.042542375174117804 -5149.4999999999991 1.0000000180025095e-35 0.30436666666666673 1.0000000180025095e-35 2.5000000000000004 551250.00000000012 0.018200000000000004 -2974.9999999999995 29625.000000000004 75187.500000000015 0.0076745000000000008 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 0.64300000000000013 0.15515000000000004 0.084750000000000006 37650.000000000007 0.011311499999999952 0.69844214172296459 decision_type=2 8 2 10 8 8 2 8 2 2 2 2 2 10 2 10 10 2 2 2 2 10 10 8 10 10 8 2 2 2 left_child=2 -2 11 4 6 -6 -4 -8 -9 -10 -11 -1 14 -14 16 -16 17 19 -19 20 -13 -21 -17 -22 28 26 27 -26 -18 -20 right_child=1 -3 3 -5 5 -7 7 8 9 10 -12 12 13 -15 15 22 24 18 29 21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00065585888478586626 0.025145141531985056 -0.058654325907318977 -0.062846775205614797 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7.3106781851965907 2.6711404265370211 1.7737815678119657 1.6772020782809711 1.1801800802350015 2.8486199456965542 4.689787225506735 3.4372277997899801 12.602833850425666 1.6932744258083392 leaf_count=6466 4 60 64 126 97 38 12 39 50 25 32 22 92 17 86 30 39 16 131 75 121 51 11 13 6 62 30 74 86 25 internal_value=-3.13707e-05 -0.0352279 6.67265e-05 0.00746924 0.0121756 0.0260357 -0.0013009 0.00484372 -0.00434454 0.00648735 0.0193814 -0.000409173 -0.00698292 -0.0510501 -0.00335298 0.017349 -0.00939223 -0.0213899 -0.0456834 -0.00767524 -0.0300663 0.0140763 -0.0437155 -0.0569446 0.00908058 -0.0114578 0.00419726 -0.0275341 0.0251608 -0.0638305 internal_weight=752.405 2.09122 750.314 45.3231 42.2146 20.8111 21.4035 19.4606 15.3449 13.1494 10.7336 704.991 98.2929 7.48046 90.8125 20.5091 70.3033 42.6216 15.3794 27.2422 13.4237 13.8184 3.72032 8.98788 27.6818 12.1558 9.3072 4.61741 15.526 12.1002 internal_count=8000 64 7936 483 357 135 222 158 146 107 57 7453 987 109 878 127 751 454 172 282 156 126 41 134 297 172 110 80 125 156 is_linear=0 shrinkage=0.05 Tree=230 num_leaves=31 num_cat=0 split_feature=534 537 44 352 78 627 618 241 23 33 12 13 31 14 48 24 32 240 7 32 243 624 123 626 42 631 10 240 12 9 split_gain=1.0555 1.36178 2.30611 1.52285 1.12944 2.28995 3.18875 2.06038 3.33672 2.75198 4.11903 2.57456 2.50513 2.13261 2.02118 2.5692 4.80227 2.01487 4.66594 2.39831 4.3945 1.9442 1.89032 1.82421 4.33983 2.80331 3.33741 2.97253 1.96912 4.36831 threshold=3149.8875000000003 181719.00000000003 0.0068499999999999507 12899.205000000002 1.0000000180025095e-35 17448.975000000002 1.9987286117631056 156662.25000000003 1.5000000000000002 0.51099066457943965 -5329.9999999999991 -4209.4999999999991 0.056106464723230109 8.5000000000000018 0.17280000000000004 8.5000000000000018 0.6255579431651489 0.35931955380000452 22095.000000000004 0.60614534456873159 0.029385197706053256 15080.962500000003 1.0000000180025095e-35 10785.757500000002 0.21250000000000005 -1313.9999999999998 -16517.499999999996 0.97395370752557964 -8019.9999999999991 0.031042000000000004 decision_type=8 8 8 8 8 10 10 2 2 10 2 2 8 8 10 2 10 2 2 8 2 10 2 10 10 10 2 2 2 2 left_child=-1 2 -2 -3 5 21 -7 8 -6 13 11 -11 -12 22 15 16 -15 18 -17 -20 -21 23 -10 25 -25 28 27 -27 29 -5 right_child=1 3 -4 4 7 6 -8 -9 9 10 12 -13 -14 14 -16 17 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.038352683255695456 0.055236982684127495 0.041775391829065103 -0.059300138503278602 0.0076172004482980395 -0.046302951530132225 -0.054945878214378976 0.041606082865740815 0.021955128173402574 -0.063251611221438131 -0.055259720281227324 0.055009633287713612 0.023617981911201808 -0.058591771745045852 -0.061937748328457977 0.044734119432343795 -0.050290323857421194 0.0300097793034458 0.021955095210751823 0.017524178637302587 0.039633286899357134 -0.068863837475015302 0.027834437248484913 0.0015788336453170964 -0.066354395931582766 0.03959944781261282 -0.050009684874904259 0.028693077542123503 0.054114942603585951 -0.0026184755389501804 -0.026201631916301378 leaf_weight=1.7867138716392219 0.55368083715438876 2.1756353825330734 2.1304412609606516 106.69677630005754 3.4539641271112478 3.9978695990284896 1.0878264601342378 14.985902513843028 1.8852168628945936 1.2710447248537091 0.53403127193450739 5.5590184634784237 5.3171977528836578 3.3877826118841758 4.0198138114064923 3.6615241088438806 2.4448835090734065 24.648084744811058 19.570128716528419 1.5554312425665551 2.3332939269021153 5.95184995047748 2.7860641349107027 3.045865951338782 1.4156246015336362 2.779076675156833 15.183443683839867 0.90981904842192296 494.12592145105009 10.487032477918545 leaf_count=9 1 12 94 1120 61 119 8 130 30 53 1 69 181 39 18 48 12 136 94 10 37 46 20 67 11 78 106 4 5083 303 internal_value=-3.16015e-05 -0.000123294 -0.0356734 4.7414e-06 -0.000117555 -0.000874701 -0.0342935 0.00490101 0.00180045 0.00390428 -0.0174361 0.00893919 -0.0482236 0.00798656 0.0104557 0.00806353 -0.023396 0.011608 0.00220419 0.0103977 -0.0254666 -0.000609389 -0.0245852 -0.000876142 -0.0327354 -0.000650589 0.0183291 -0.0243287 -0.00123653 0.00459068 internal_weight=749.741 747.954 2.68412 745.27 743.094 645.681 5.0857 97.4134 82.4275 78.9735 12.6813 6.83006 5.85123 66.2922 61.6209 57.6011 5.83267 51.7685 27.1204 23.4589 3.88873 640.595 4.67128 634.644 4.46149 630.182 18.8723 3.6889 611.31 117.184 internal_count=8000 7991 95 7896 7884 6945 127 939 809 748 304 122 182 444 394 376 51 325 189 141 47 6818 50 6772 78 6694 188 82 6506 1423 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=31 num_cat=0 split_feature=219 14 107 33 78 11 625 239 242 32 33 242 241 116 19 77 13 24 81 79 242 13 9 243 613 241 24 241 240 240 split_gain=1.02247 1.09876 3.57857 3.6559 2.90675 2.76563 2.28586 2.05415 2.00669 4.23335 2.11427 2.10605 1.9222 1.71926 6.02036 7.96912 7.0394 5.65784 5.23525 5.22986 5.17022 4.53896 5.28487 4.18245 4.08265 5.25736 5.67307 3.88627 5.76676 3.60468 threshold=1.0000000180025095e-35 20.500000000000004 5.5000000000000009 0.61697391881022823 2.5000000000000004 -489.49999999999994 2836.5300000000002 0.026904177992125456 0.13883095238095239 0.43691028547104732 0.40227454521685124 0.16863736263736265 32456.250000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 -4234.4999999999991 15.500000000000002 -2158.4999999999995 3.5000000000000004 0.037160000000000006 -2544.9999999999995 0.0081490000000000017 0.091707642725598518 12.500000000000002 165300.00000000003 5.5000000000000009 80628.750000000015 0.27786049897425719 0.69844214172296459 decision_type=2 10 8 10 8 8 8 8 2 10 8 2 2 2 2 10 2 2 2 10 2 2 2 2 10 2 2 2 2 2 left_child=1 4 3 8 6 -4 7 -1 9 -3 11 -10 -5 14 16 23 24 18 -18 -17 -19 27 -23 -16 25 26 -8 -20 -29 -24 right_child=-2 2 5 12 -6 -7 13 -9 10 -11 -12 -13 -14 -15 15 19 17 20 21 -21 -22 22 29 -25 -26 -27 -28 28 -30 -31 leaf_value=0.035106244337094375 0.02626412798076171 -0.080046267548743832 -0.074190769973464216 0.03952817348764226 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2.7084021358750752 23.570285638561476 2.0677622039802364 1.9081883883336548 2.1412788996240115 11.816144616925156 2.2432876781094802 6.4746897253207862 5.8120642483700058 leaf_count=7 28 22 38 4 61 8 3 87 9 49 56 34 81 6082 245 76 54 2 162 66 115 54 202 29 14 16 268 39 58 31 internal_value=-3.08485e-05 -0.000160904 0.0087826 0.0145915 -0.000573847 -0.0381345 -0.000402353 -0.042121 0.0206399 -0.00331725 0.028647 0.00625175 -0.037141 -0.000209127 -0.00555186 -0.0269498 0.000116186 0.00624169 0.0101271 -0.000339338 -0.0386262 0.0127468 -0.00124204 -0.0557591 -0.0291677 -0.0378959 -0.04992 0.0240356 -0.00546222 0.00491838 internal_weight=747.461 743.782 32.8265 29.2099 710.955 3.61655 708.916 3.2683 26.1523 6.55119 19.6011 6.85375 3.05764 705.647 124.096 25.9875 98.1081 81.1363 74.67 13.5093 6.46622 71.8567 32.0908 12.4782 16.9718 15.0636 12.9224 39.766 8.71798 29.3823 internal_count=8000 7972 301 255 7671 46 7610 94 170 71 99 43 85 7516 1434 416 1018 717 600 142 117 546 287 274 301 287 271 259 97 233 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=31 num_cat=0 split_feature=8 54 239 6 42 13 239 239 81 242 13 12 7 595 594 43 12 9 61 3 105 61 8 111 13 33 242 9 240 6 split_gain=1.03612 4.46795 3.88251 2.89527 6.82478 3.51586 2.50485 4.82606 2.11657 3.66715 2.0075 1.79684 2.44479 1.61765 2.31094 1.82614 1.70049 3.21307 4.33997 2.91012 7.42852 4.2608 5.58424 4.58113 4.88714 4.10631 3.82753 4.4213 2.65544 2.79585 threshold=1307250.0000000002 0.12065000000000002 0.040185938992597904 1215249.7500000002 0.15960000000000002 -1330.9999999999998 0.075692852839199215 0.19878868001512043 -194.49999999999997 0.35918846153846157 -3205.9999999999995 -12884.999999999998 5555.2500000000009 -28.499999999999996 -24.499999999999996 0.034950000000000009 -8303.4999999999982 0.031042000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.010550000000000002 150750.00000000003 1.0000000180025095e-35 -1637.4999999999998 0.56294776606265007 0.17081176470588239 0.021669000000000004 0.082944508160643415 788782.50000000012 decision_type=8 8 8 2 10 2 10 8 2 2 2 2 2 8 8 8 2 2 10 2 8 10 8 2 2 10 2 2 2 2 left_child=3 -2 -3 11 5 -5 -4 -8 9 -9 -6 12 -1 15 -15 -13 17 19 -19 21 25 23 -23 -16 -25 26 27 -21 -18 -30 right_child=1 2 6 4 10 -7 7 8 -10 -11 -12 13 -14 14 16 -17 28 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.055758678194464263 -0.055679894863431889 -0.059482343009576083 0.039227239439006412 -0.062025160439745479 -0.031758350855097005 -0.00055862854415726431 -0.057669023018466284 -0.04067143953765287 0.053349353713882011 0.052524118366108777 0.033199647328497249 0.02196607606754809 -0.055616237390235683 0.044952623771948273 0.020790726924866339 -0.04983796203073549 -0.059356530084357019 -0.053487879026995068 0.013562550522969376 -0.04952983263705437 -0.066548171368366993 0.044788715758756099 -0.0629898706655969 -0.054050397167536117 0.029648023369614897 -0.045831524402860105 0.035635459517400041 0.039998874966432847 -0.0021576891625413072 0.0070481212422050235 leaf_weight=0.59749776124954168 2.3429346746124819 1.549465875839817 10.833772092359142 7.9775249955710033 1.5240985625423489 3.2842180975712845 2.3777409620815861 2.3906544154742777 3.3933504965389112 1.8900766787119208 5.4162836959585539 1.2265042120125142 2.8099950652103871 2.9116902758833021 64.67171403078828 3.1845996644115075 1.9275134224444617 5.0622086515359097 4.6121968531078892 3.6076132729649606 4.259611149376723 1.7580529530532647 3.7985121484962292 4.4163960604928434 2.8822811671998343 3.1281467789085573 10.002178079215808 2.2322970484383404 478.87145423321635 99.636831300274935 leaf_count=1 111 51 65 199 40 38 78 63 17 8 48 11 178 10 510 92 54 162 84 48 84 13 84 84 21 93 46 15 4637 1055 internal_value=-3.14264e-05 0.0100215 0.0168828 -0.000377484 -0.020065 -0.0440999 0.0225482 0.00457174 0.0238564 0.000477314 0.018935 0.000133287 -0.0360868 0.000310058 0.000501964 -0.0298729 0.000314624 0.00600172 -0.0215221 0.00864449 -0.00687908 0.0132959 -0.0288896 0.0165529 -0.0209975 0.00651913 0.0168562 -0.0153076 -0.000767378 -0.000572167 internal_weight=744.577 24.778 22.4351 719.799 18.2021 11.2617 20.8856 10.0518 7.67408 4.28073 6.94038 701.597 3.40749 698.19 693.779 4.4111 690.867 110.431 9.67441 100.757 23.2298 77.527 5.55657 71.9704 7.29868 18.9702 15.8421 5.83991 580.436 578.508 internal_count=8000 393 282 7607 325 237 231 166 88 71 88 7282 179 7103 7000 103 6990 1244 246 998 286 712 97 615 105 202 109 63 5746 5692 is_linear=0 shrinkage=0.05 Tree=233 num_leaves=31 num_cat=0 split_feature=74 81 107 239 81 36 75 13 6 8 13 12 13 11 14 22 13 13 5 21 80 534 377 81 208 57 64 49 49 106 split_gain=1.02942 4.18595 3.61991 2.5623 2.38012 2.26067 1.49283 1.37935 3.6083 6.8654 2.94962 3.81782 2.81866 4.04473 2.58381 2.34555 2.34142 4.31419 3.11702 4.63575 2.39255 2.08025 2.16645 2.12821 2.01901 2.12606 5.29028 3.99611 3.00069 4.12974 threshold=0.010650000000000001 -1622.4999999999998 1.0000000180025095e-35 0.20069198783628328 -1.0000000180025095e-35 0.97495000000000009 0.015250000000000001 -4843.4999999999991 485770.50000000006 974250.00000000012 -4929.9999999999991 -1836.4999999999998 -4747.4999999999991 -3049.4999999999995 3.5000000000000004 2.5000000000000004 -4711.4999999999991 -4657.4999999999991 142875.00000000003 1.5000000000000002 1.0000000180025095e-35 3149.8875000000003 -214.99999999999997 -2447.4999999999995 1.0000000180025095e-35 0.0081500000000000027 0.97935000000000005 0.065150000000000013 0.18990000000000004 1.5000000000000002 decision_type=10 2 8 10 2 10 10 2 2 8 2 2 2 8 8 2 2 2 2 2 10 10 8 2 2 8 8 8 10 8 left_child=7 -2 5 6 -5 -3 -4 8 10 14 11 15 13 -9 -10 -1 18 20 -14 -20 -18 22 -19 -23 25 26 -24 -28 -27 -30 right_child=1 2 3 4 -6 -7 -8 12 9 -11 -12 -13 16 -15 -16 -17 17 21 19 -21 -22 23 24 -25 -26 28 27 -29 29 -31 leaf_value=-0.05888325004342107 -0.058768123541126406 0.016660141581305649 -0.0068662700135744496 -0.064432601559748282 0.032459588377643921 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7.2980886204750304 2.6370065705850712 2.5874595670029512 613.44017675082432 3.6791663714684519 10.639081702218391 5.1530076096532857 2.2410980060230941 leaf_count=118 84 13 39 39 10 59 123 37 14 75 55 37 46 121 199 27 111 40 10 39 10 6 172 102 47 5971 110 125 143 18 internal_value=-3.1565e-05 0.00911618 0.0143365 0.0214291 -0.0251275 -0.0321953 0.0272115 -0.000410806 0.00926036 -0.0113802 0.0217279 0.00252089 -0.000911385 -0.0332677 -0.04341 -0.0272397 -0.000589813 -0.000986664 0.0214061 -0.0153881 -0.04825 -0.000640222 -0.000443234 -0.0410143 -0.000714162 -0.000536635 -0.0159513 0.00170818 7.57572e-08 -0.0316617 internal_weight=741.828 29.53 27.4213 23.7944 2.62884 3.62682 21.1656 712.298 35.0541 13.2003 21.8537 10.4398 677.243 6.66453 7.37855 5.30273 670.579 658.695 11.8842 3.87782 4.79312 653.902 650.727 3.17495 645.038 642.451 21.6163 14.3182 620.834 7.39411 internal_count=8000 367 283 211 49 72 162 7633 525 288 237 182 7108 158 213 145 6950 6855 95 49 121 6734 6626 108 6586 6539 407 235 6132 161 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=31 num_cat=0 split_feature=14 51 53 47 7 79 52 105 41 58 65 35 8 595 48 5 594 168 107 148 7 8 105 14 243 129 40 32 242 24 split_gain=1.01279 1.08779 3.00378 4.11377 2.90212 2.87342 5.22456 3.0652 2.23495 2.37597 1.9966 2.50651 3.53324 2.28562 1.97205 2.01925 1.93896 1.94833 3.91884 2.66161 2.0214 4.68454 6.01864 7.27146 4.62676 4.55931 6.12151 4.55838 4.50926 4.81096 threshold=64.500000000000014 0.82035000000000013 0.22155000000000002 0.012250000000000002 34823.250000000007 1.5000000000000002 0.059800000000000013 1.0000000180025095e-35 0.20415000000000003 0.13175000000000003 0.80205000000000004 0.067650000000000002 137250.00000000003 -28.499999999999996 0.085600000000000009 154800.00000000003 -24.499999999999996 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 15133.500000000002 218250.00000000003 1.0000000180025095e-35 15.500000000000002 0.10825051139883506 1.0000000180025095e-35 0.16520000000000004 0.41905851403241079 0.13883095238095239 11.500000000000002 decision_type=10 10 8 8 2 10 8 8 10 10 10 8 10 8 8 2 8 2 10 2 2 10 8 10 2 2 10 8 2 2 left_child=1 10 3 5 -4 6 -3 -8 -7 -10 13 12 -12 -1 -13 -16 -15 20 -19 -20 21 25 27 -24 -22 -18 -27 -23 -29 -30 right_child=-2 2 4 -5 -6 8 7 -9 9 -11 11 14 -14 16 15 -17 17 18 19 -21 24 22 23 -25 -26 26 -28 28 29 -31 leaf_value=-0.038864849542385012 0.026530256129354987 -0.061388748417629868 0.024894421345545037 -0.053850538072122978 -0.040169133107419992 0.033060282165553748 -0.03787376921779867 0.039679096465350415 -0.066027413956446304 0.028714121348913414 0.047308568603892924 0.045334046191942444 -0.063829828792308071 0.040650401848667687 -0.031100662324998904 0.025541983083033477 0.0056800668928471817 -0.075443077482655885 -0.045363047955924524 0.02917490877256157 0.0018617295956237655 0.0062674058395867597 -0.072637261388540209 0.028144042819247646 -0.061230034356217669 -0.067459125564606162 0.033838431313899298 -0.054248284964800643 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0.000177626 -0.00545814 -0.0177181 -0.0509958 0.00152004 0.00197581 -0.0364907 -0.00839632 -0.0289065 -0.000745483 internal_weight=739.226 735.655 36.059 24.7711 11.2879 18.6273 10.324 5.3805 8.30335 2.66464 699.596 17.2825 3.09904 682.313 14.1835 7.36415 678.522 675.592 7.62476 5.05006 667.967 128.499 48.505 10.614 539.468 79.9936 7.02658 37.891 15.7964 7.48203 internal_count=8000 7974 707 548 159 355 247 74 108 61 7267 168 50 7099 118 85 6988 6977 114 62 6863 1539 648 155 5324 891 108 493 339 98 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=31 num_cat=0 split_feature=9 239 81 31 76 43 66 38 35 36 57 12 59 66 12 79 81 14 54 31 164 0 81 181 86 31 33 0 8 240 split_gain=1.01117 1.02645 3.06406 2.60897 1.64554 1.84326 1.71776 2.8889 4.66707 3.37975 3.58391 3.07263 2.79872 2.47093 3.94903 3.37365 4.16627 3.44375 2.29284 2.31565 3.41664 5.05675 4.23027 4.12029 3.37985 3.30934 3.10815 3.63415 3.21631 4.11729 threshold=0.0013045000000000003 0.013646499317471902 -1660.4999999999998 0.29878414241390711 0.45130000000000009 0.47880000000000006 0.04685000000000001 0.022650000000000003 0.040950000000000007 0.98485000000000011 0.03135000000000001 -10404.499999999998 0.24615000000000001 0.057300000000000011 -3133.4999999999995 3.5000000000000004 -1304.4999999999998 12.500000000000002 0.36205000000000004 0.50328112624234611 1.0000000180025095e-35 109009.00000000001 -625.49999999999989 1.0000000180025095e-35 1.0000000180025095e-35 0.56787961219018612 0.081997050050795717 103792.50000000001 452250.00000000006 0.26543440693647463 decision_type=2 8 2 8 10 10 10 10 10 10 8 2 8 8 2 10 2 8 10 10 2 2 2 2 2 8 8 2 10 2 left_child=-1 2 -2 -4 5 6 7 18 -9 11 -11 -10 -12 -8 15 16 17 -15 19 -3 21 23 24 26 -23 -22 -21 28 29 -28 right_child=1 4 3 -5 -6 -7 13 8 9 10 12 -13 -14 14 -16 -17 -18 -19 -20 20 25 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.031686942620228836 -0.058093407093697536 0.00019099997226252211 -0.04203215373210404 0.017743970229433362 -0.041009735422546434 0.047425871386468366 0.025025793417768227 0.015979147711619311 0.024616139918244597 0.028482334665049382 -0.063452699797747633 -0.066445338830872516 0.047831238902449474 0.037326996457348854 0.018642377360575627 0.020119906370021007 -0.060893339166390427 -0.057603773252137142 0.031127613148532185 0.023391783625267518 -0.059217998498055549 -0.042267627889278292 0.034905949184672061 0.056529646767178393 0.037243617266018977 0.019688896935756612 0.040649407944103204 -0.052275545539167259 -0.045857378175084229 -0.028037909641540262 leaf_weight=2.5039153867401174 1.5937938838615107 566.9406054795254 1.9723346775863344 24.49894963670522 2.4997203014791003 2.0114017799496642 15.616904959490055 6.7336391634307828 1.0581006678112315 3.4207626116112797 3.0034769062767741 7.4403603888058552 0.69588378025218833 2.7366151581518325 14.515710070380011 4.0486168027855447 5.9244246293674232 1.4677122936118392 5.6692451662383965 2.4697305313311508 1.4828522274037794 4.7914620390511118 7.380634928122161 1.4190180813893665 1.8535717908525837 12.788179737515748 3.8404678620863724 15.059495861962203 5.9531831072526975 5.0512884689378552 leaf_count=18 56 5100 30 204 73 10 138 76 30 38 101 193 4 24 161 41 172 53 43 13 44 171 80 6 19 188 24 536 225 129 internal_value=-3.30237e-05 -0.00014124 0.00923633 0.0132901 -0.000514086 -0.000370169 -0.000507241 -0.00114983 -0.0188167 -0.0338183 -0.0084075 -0.0551077 -0.0425192 0.00902136 0.000310563 -0.0184587 -0.0338792 0.00418708 -0.000527651 -0.00081295 -0.00997998 -0.0163875 0.00885078 -0.0268624 -0.0200887 0.01149 -0.0305177 -0.0349699 -0.0174142 0.00162906 internal_weight=736.442 733.938 28.0651 26.4713 705.873 703.373 701.362 657.052 22.3522 15.6186 7.12012 8.49846 3.69936 44.31 28.6931 14.1774 10.1288 4.20433 634.7 629.03 62.0899 47.8189 14.0257 33.7932 6.64503 14.271 32.3742 29.9044 14.8449 8.89176 internal_count=8000 7982 290 234 7692 7619 7609 7020 442 366 143 223 105 589 451 290 249 77 6578 6535 1435 1203 270 933 190 232 927 914 378 153 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=31 num_cat=0 split_feature=238 43 671 646 242 33 107 239 81 164 242 9 239 7 189 31 107 24 9 14 20 5 10 241 31 14 24 33 32 24 split_gain=0.998841 1.42801 1.14465 1.18293 2.41636 1.47112 1.44885 1.23716 2.98531 2.25442 2.02348 3.21531 2.42706 3.44436 1.78932 1.57023 4.48363 5.51921 3.27315 3.31817 3.17557 3.65801 4.97256 6.60522 3.02209 4.5236 3.60922 2.27576 3.41203 3.34926 threshold=1.0000000180025095e-35 0.021350000000000004 8398.4850000000024 1.0000000180025095e-35 0.18098571428571428 0.26575311909471833 5.5000000000000009 0.013646499317471902 -1660.4999999999998 1.0000000180025095e-35 0.19077500000000003 0.014870499999999951 0.0112259153612133 29988.000000000004 1.0000000180025095e-35 0.27086218055218064 1.0000000180025095e-35 13.500000000000002 0.014870499999999951 13.500000000000002 1.0000000180025095e-35 112275.00000000001 -13715.499999999998 24943.500000000004 0.31501274993636419 64.500000000000014 11.500000000000002 0.33045295945186287 0.57579659482178502 17.500000000000004 decision_type=2 8 10 10 2 8 10 8 2 2 2 2 10 2 2 8 8 2 2 8 2 2 2 2 8 8 2 8 10 2 left_child=2 -2 3 7 5 -5 -7 8 -1 10 11 -10 13 -13 15 16 17 18 -9 -20 21 22 -18 -24 25 -17 -27 -23 -29 -30 right_child=1 -3 -4 4 -6 6 -8 14 9 -11 -12 12 -14 -15 -16 24 20 -19 19 -21 -22 27 23 -25 -26 26 -28 28 29 -31 leaf_value=-0.057683527844203109 0.045007911201186475 -0.0047829689789012147 0.024945167981996648 0.044373405722443193 -0.066327871031290161 -0.057974933292109579 0.040825071891752218 0.025938490770608037 -0.042222914674394846 -0.02730337064465348 0.03469571781991794 -0.062263609783511802 0.042916147707926781 0.031700920756659916 0.029351332948642991 -0.070052298818761113 0.043150496798586381 -0.08732564111623238 0.013129131758140731 -0.060963428278346665 -0.031794251590269863 0.033064867072110669 0.020349118766330172 -0.078873538220625095 -0.0010663441277834237 0.0092165477387089502 -0.046839608634873242 0.01865111615794288 -0.051048103773536593 0.039662098007385474 leaf_weight=1.5265635991236219 2.9496340733021489 2.8136851207818836 4.4987127124331883 1.2919274177402251 2.0487812110222876 1.1596695104817625 0.54566404805518676 4.7984654353931528 2.757743585854775 2.8937309384345999 11.219776795478536 1.7405984723009154 4.946049454738386 2.2180211935192347 4.9517471874132744 3.8546921671368208 2.7242282629013062 2.5022522861836469 2.6494912793859839 3.5168571406975389 3.9849360408261409 19.495573608204722 2.9176735281944257 3.9453202728182077 591.68482709396631 9.0733978254720551 4.2009853974450371 25.701938176527623 3.700635813176631 1.403543848544359 leaf_count=56 15 39 29 6 51 57 5 21 46 39 67 36 20 17 35 69 11 34 21 34 34 69 11 48 6800 61 65 131 66 7 internal_value=-3.3624e-05 0.0206997 -0.000197773 -0.000354121 -0.0244784 0.00412785 -0.0263614 -0.000184674 0.0102546 0.0142781 0.0195366 0.0049529 0.0195631 -0.00961513 -0.000597081 -0.000813208 0.00589765 -0.0203207 -0.00502965 -0.0291281 0.0114255 0.0143013 -0.0140038 -0.0366909 -0.00166573 -0.02237 -0.00852372 0.0196961 0.0112357 -0.0261047 internal_weight=733.717 5.76332 727.954 723.455 5.04604 2.99726 1.70533 718.409 27.3025 25.7759 22.8822 11.6624 8.90467 3.95862 691.107 686.155 77.3409 13.4671 10.9648 6.16635 63.8738 59.8889 9.58722 6.86299 608.814 17.1291 13.2744 50.3017 30.8061 5.10418 internal_count=8000 54 7946 7917 119 68 62 7798 281 225 186 119 73 53 7517 7482 487 110 76 55 377 343 70 59 6995 195 126 273 204 73 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=31 num_cat=0 split_feature=81 77 241 43 241 243 243 241 243 42 243 7 81 11 81 50 17 59 45 111 46 226 61 10 75 75 242 143 239 13 split_gain=1.019 4.5181 5.62613 4.40029 2.67581 2.40204 2.92598 2.29869 2.27218 2.08921 3.95357 2.38586 1.88087 5.60252 3.92598 3.61452 4.65293 2.00436 2.47695 2.88795 2.40526 3.10908 4.51219 3.61885 3.17287 3.66087 3.48513 4.51515 4.55713 4.29918 threshold=-2425.9999999999995 1.0000000180025095e-35 66999.750000000015 0.018450000000000005 106125.00000000001 0.052356920876085206 0.06189217885145306 11475.000000000002 0.064186292415649257 0.38020000000000004 0.036129233139009252 57847.500000000007 -2174.4999999999995 -1523.4999999999998 -2137.4999999999995 0.97840000000000005 1.0000000180025095e-35 0.24195000000000003 0.19245000000000004 1.0000000180025095e-35 0.014750000000000001 1.0000000180025095e-35 0.041750000000000002 -10064.999999999998 0.0072500000000000004 0.0067500000000000008 0.20027333333333333 1.0000000180025095e-35 0.21097238035343333 -2614.4999999999995 decision_type=2 8 2 8 2 2 2 2 2 10 2 2 2 8 2 10 2 10 10 2 10 2 8 2 10 10 2 2 10 2 left_child=1 2 7 -3 -4 -5 -7 -1 -6 12 -11 -12 13 -2 -14 16 -15 18 20 -20 21 24 23 -23 25 -16 29 28 -28 -26 right_child=9 3 4 5 8 6 -8 -9 -10 10 11 -13 14 15 17 -17 -18 -19 19 -21 -22 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.052992422527666908 -0.055439187132886918 0.038261391916802757 0.044408858892078552 -0.062362445922733781 -0.060896884885079307 0.022156149116731624 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23.5264775204123 4.5975014199502757 10.332035873550923 3.0769592975266269 3.9180809714598572 13.642964053899048 leaf_count=2 146 31 82 138 60 34 48 93 18 74 186 25 52 68 5307 43 12 261 126 11 141 161 21 9 327 22 202 25 51 224 internal_value=-3.21005e-05 0.00893873 0.0236328 -0.0163952 0.0350485 -0.0344648 -0.00875071 -0.040526 -0.0087877 -0.000420272 -0.0224612 -0.0472003 -8.23386e-05 -0.0168484 0.000323746 0.00537417 -0.0254289 -5.4911e-05 -0.000590394 -0.0379299 -0.000332541 -0.000817282 -0.028054 -0.0455981 -0.000359353 0.000764531 -0.0118751 -0.0303944 -0.0422547 -0.00324199 internal_weight=731.573 30.3425 19.2039 11.1386 16.3031 8.37108 4.35602 2.90081 2.86866 701.23 10.589 6.39553 690.641 16.3322 674.309 10.3641 4.96305 667.731 643.156 4.41095 638.745 623.191 10.3044 8.04301 612.886 558.39 54.4965 17.3271 14.2501 37.1694 internal_count=8000 506 255 251 160 220 82 95 78 7494 285 211 7209 269 6940 123 80 6888 6627 137 6490 6349 191 170 6158 5329 829 278 253 551 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=31 num_cat=0 split_feature=103 13 131 33 81 33 33 0 32 6 243 211 51 43 45 73 81 81 0 67 48 47 45 37 66 81 0 107 10 81 split_gain=1.0265 1.22012 1.10997 5.04946 2.82578 6.17172 2.45102 2.2117 1.96043 3.98916 4.24307 1.85193 1.75488 3.99803 3.75516 2.11462 3.75955 3.703 6.85753 4.8273 4.29056 3.8807 3.27985 4.33352 3.39385 3.29458 2.80887 3.55173 2.73053 2.70805 threshold=1.0000000180025095e-35 -3331.9999999999995 1.0000000180025095e-35 0.64219691080251862 -1555.4999999999998 0.63887554781794043 0.56294776606265007 101836.50000000001 0.14518529480735023 284395.50000000006 0.046825972411343307 1.0000000180025095e-35 0.82035000000000013 0.055700000000000006 0.43020000000000008 0.065050000000000011 -2137.4999999999995 -495.49999999999994 104451.50000000001 0.41000000000000009 0.12555000000000002 inf 0.058350000000000006 0.78580000000000017 0.0038500000000000006 -801.49999999999989 106656.50000000001 1.0000000180025095e-35 -22954.499999999996 -2174.4999999999995 decision_type=10 2 2 10 2 10 8 2 8 2 2 2 10 10 8 10 2 2 2 8 10 8 10 10 8 2 2 8 2 2 left_child=2 -2 11 4 5 -4 7 -6 -9 -10 -11 12 15 -14 -15 22 26 18 20 28 -18 -20 24 -24 25 -1 -17 -28 -19 -26 right_child=1 -3 3 -5 6 -7 -8 8 9 10 -12 -13 13 14 -16 16 17 19 21 -21 -22 -23 23 -25 29 -27 27 -29 -30 -31 leaf_value=-0.00406309548625719 0.042775934320757672 -0.0052065680120706283 -0.063329212550267119 -0.056230993319334323 -0.047338120730431268 0.059609926982264819 0.030780443215390807 0.042152899897561796 -0.067325540200445746 -0.046720793910371206 0.027805062359750256 -0.048258087422157259 0.00070119455042919965 -0.050758552469746802 0.03199185757977837 0.039461060580018942 -0.061113052950133362 -0.055626768759036521 -0.0030887116570250477 -0.047842465222195596 -0.0088731291829982992 0.037400044071788763 -0.042797068627745648 0.039796801465485449 -0.016238676741973653 -0.063849714704147728 0.03719962031258188 -0.058265650389905312 0.016000153089675225 0.00056240979496401133 leaf_weight=5.1626515550888143 3.0200316093978472 2.3603567101526997 3.2143339989706865 2.895210171584039 1.851745630614462 1.4959749318659303 16.854543273337185 3.7455913275480297 1.8313900948269282 2.4186561356764278 9.0793487424962205 2.0399062868673346 20.044463496073153 8.6534691035049001 1.6290657357312746 12.574541066089298 7.8107297936221567 1.3625618987716723 33.591329833870986 3.3010494611226013 7.9119544759159908 7.183699778863228 9.1187757419829705 1.9230436915531743 25.280031207177672 4.1618286609300394 2.0086584429955106 1.8919938849285243 56.65143850777531 467.8177888134087 leaf_count=103 20 23 87 127 22 3 99 10 35 56 46 39 359 284 18 109 186 45 473 58 144 49 176 11 450 116 20 63 517 4252 internal_value=-3.25175e-05 0.0217262 -0.000194327 0.00755953 0.0121207 -0.0242842 0.0169131 0.00456393 0.0101926 0.00121168 0.0121282 -0.000688969 -0.000545864 -0.0123014 -0.0376484 4.51855e-06 0.00559074 0.00246223 -0.00677239 0.0109713 -0.0348249 0.00404455 -0.00145647 -0.0284125 -0.000864048 -0.0307479 0.0279625 -0.00910538 0.0143179 -0.000298945 internal_weight=728.886 5.38039 723.506 43.3868 40.4916 4.71031 35.7813 18.9267 17.075 13.3294 11.498 680.119 678.079 30.327 10.2825 647.752 134.288 117.813 56.4977 61.315 15.7227 40.775 513.464 11.0418 502.422 9.32448 16.4752 3.90065 58.014 493.098 internal_count=8000 43 7957 485 358 90 268 169 147 137 102 7472 7433 661 302 6772 1664 1472 852 620 330 522 5108 187 4921 219 192 83 562 4702 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=31 num_cat=0 split_feature=219 14 9 11 7 78 9 625 239 31 630 241 32 12 36 239 624 42 24 9 240 242 81 81 32 14 80 12 241 142 split_gain=0.998779 1.05234 3.62454 2.96722 3.76977 2.66324 2.26195 2.07053 1.85915 1.69016 1.67368 3.2711 2.56808 3.88405 3.70913 2.92498 2.08114 4.03621 1.75889 4.69159 4.77403 5.65848 5.59474 7.50488 8.15016 6.86541 6.29012 5.08814 4.50889 4.85606 threshold=1.0000000180025095e-35 20.500000000000004 0.029709000000000003 -1539.4999999999998 28336.500000000004 2.5000000000000004 0.020479500000000001 2836.5300000000002 0.026904177992125456 0.45042301065183066 10856.002500000001 113250.00000000001 0.62039098924182789 -4010.4999999999995 0.97885000000000011 0.093355414906709969 15346.440000000001 0.21250000000000005 13.500000000000002 0.018825500000000002 1.0385128283914582 0.11857567049808426 -1862.4999999999998 -127.49999999999999 0.16208962303452537 2.5000000000000004 1.0000000180025095e-35 -1016.4999999999999 61312.500000000007 1.0000000180025095e-35 decision_type=2 10 2 8 2 8 2 8 8 8 8 2 10 2 8 10 8 10 2 2 2 2 2 2 8 8 10 2 2 2 left_child=1 5 3 4 -3 7 -6 8 -1 -5 11 12 13 14 -9 -15 17 -12 -18 20 21 -20 -23 24 -24 -26 27 -27 -21 -30 right_child=-2 2 -4 9 6 -7 -8 10 -10 -11 16 -13 -14 15 -16 -17 18 -19 19 28 -22 22 23 -25 25 26 -28 -29 29 -31 leaf_value=0.034097434593335106 0.026269935164071379 -0.047243492416422055 -0.045649957375322035 -0.0063681251320701062 -0.018677329565224415 -0.059340460685382249 0.048221315185849191 0.036620128136507606 -0.061556509630660061 0.031665955463258094 -0.065584489016437847 -0.043549886532742083 0.035004461521599611 -0.029964374116000132 -0.062802876414552317 0.035175147599319959 -0.0022662924815671811 0.041712813221002301 -0.038933847576079067 0.020967452779161289 0.035395464716219183 0.03054411688981994 0.029552051343670355 0.013830548958591735 0.036127831739326606 -0.065146115877308952 0.014779250561607105 -0.0052181601372919793 -0.0024968649560627373 0.048859872576701401 leaf_weight=0.64320128643885288 3.5914665840100488 3.8451733869733271 2.7898039942374444 3.5605958900414505 2.28640655009076 1.9223601623525599 2.8243596380925737 1.3074945691041673 2.416367670200998 16.259162718662992 3.1052430706913583 2.446522954851388 11.161321566964032 2.2152735420968401 3.3201711694709957 7.7607188101392239 447.50987946978421 1.2211391951423136 13.075171812030019 51.25622161582578 6.6033721824642262 10.499318116111679 6.0164756253361622 21.887202295940376 3.0901889540255096 17.689175473991785 4.0290785445831707 4.4286983632482615 62.418983732364723 4.969323828816413 leaf_count=7 28 69 63 28 34 61 13 10 87 94 70 56 86 24 66 51 4742 10 250 429 49 92 27 156 15 374 41 54 896 18 internal_value=-3.22737e-05 -0.000163008 0.00876476 0.0140403 -0.00984476 -0.000570841 0.0182928 -0.000406887 -0.0414476 0.0248332 -0.000223848 0.0117016 0.016948 0.0031478 -0.034712 0.0207102 -0.000735302 -0.0352994 -0.000506468 0.00331722 -0.00547919 -0.00882317 -0.00300263 -0.00916667 -0.0234445 -0.0343502 -0.0426797 -0.0531466 0.00979111 0.00129026 internal_weight=726.15 722.558 31.5655 28.7757 8.95594 690.993 5.11077 689.071 3.05957 19.8198 686.011 28.2115 25.765 14.6037 4.62767 9.97599 657.799 4.32638 653.473 205.963 87.3187 80.7153 67.6401 57.1408 35.2536 29.2371 26.147 22.1179 118.645 67.3883 internal_count=8000 7972 301 238 116 7671 47 7610 94 122 7516 293 237 151 76 75 7223 80 7143 2401 1058 1009 759 667 511 484 469 428 1343 914 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=31 num_cat=0 split_feature=31 149 243 32 162 240 181 76 9 8 66 81 81 77 29 243 11 7 241 13 169 10 35 43 242 239 123 33 9 241 split_gain=0.988337 1.09448 4.10372 1.50411 1.50088 6.75589 5.16122 5.97827 7.86275 4.4015 3.99616 3.97912 5.10976 3.76469 4.73925 3.11654 6.49437 3.99185 4.23174 3.26887 3.15721 5.0389 3.04084 4.13524 2.99107 5.32452 3.7142 3.2493 2.71853 5.02248 threshold=0.056106464723230109 1.0000000180025095e-35 0.066093754450409464 0.54205750082399329 1.0000000180025095e-35 0.24000192003072052 1.0000000180025095e-35 0.063050000000000009 0.015916500000000004 681750.00000000012 0.010050000000000002 -1242.4999999999998 -389.49999999999994 4.5000000000000009 1.0000000180025095e-35 0.079778170966896808 -1350.4999999999998 23555.250000000004 44850.000000000007 -4075.4999999999995 1.0000000180025095e-35 -11135.499999999998 0.022750000000000003 0.071650000000000005 0.11160833333333332 0.12065797394620227 1.0000000180025095e-35 0.23466284194682538 0.018119000000000003 86062.500000000015 decision_type=8 2 2 10 2 2 2 8 2 8 8 2 2 8 2 2 8 2 2 2 2 2 10 10 2 8 2 8 2 2 left_child=-1 4 3 -3 15 6 7 22 11 10 -7 -9 -13 24 -15 20 -17 18 -18 -20 28 -22 -6 -24 25 26 -12 -27 29 -2 right_child=1 2 -4 -5 5 9 -8 8 -10 -11 13 12 -14 14 -16 16 17 -19 19 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.02535620821193231 -0.010652297871700791 0.010425215983676697 -0.03327223140701515 0.048457002758644202 0.035460935093359229 -0.039261871416299991 0.060980690846184321 -0.067688203425799259 -0.05956387950707831 -0.058458404204248041 -0.032696848976477309 0.026712542466147567 -0.047516893511413895 -0.063656805081467399 0.028380609410141588 -0.052102660269839653 -0.045826312298618832 -0.028173978297859101 -0.03018334777643901 0.030292976734152467 -0.059806927465860707 0.01079907200061749 -0.067697932482975037 0.049753436181121088 0.023816078064219703 0.030117969487618648 0.032795789127177073 -0.063120222139195326 0.0030473720149060187 0.0045561896472379347 leaf_weight=3.8133054487407199 128.29430775016954 5.1929053459316474 3.47844289895147 5.2060006456449628 6.4750753566622716 3.4343545833253293 2.2062441725283852 2.1169835561886421 12.197652515576918 2.1705276801949358 2.7821744449320258 8.6247714157216233 3.1707111222203848 3.208557241712696 2.4796056931372732 9.1269522229267732 2.8729217880172717 10.738851256552151 2.6874751170107638 13.2548182408791 5.6232372305239551 4.5891672978177649 2.0170303811319177 1.1924782153218982 61.327663558535278 1.2142078634351481 9.7558046109043062 4.0551688447594643 305.96577252962743 94.104820759239374 leaf_count=14 1427 27 29 19 49 73 6 41 248 83 37 48 45 60 15 349 74 196 81 91 143 26 55 4 370 6 53 111 3272 948 internal_value=-3.15323e-05 -0.000166074 0.0137396 0.0294651 -0.000439528 0.00444913 -0.0132411 -0.0178159 -0.0302606 0.0118832 0.0136131 -0.00456911 0.00675913 0.0157539 -0.0235355 -0.00152716 -0.0152359 -0.00385059 0.0100321 0.0200982 -0.000542593 -0.0280786 0.0157357 -0.0240594 0.018578 0.000538389 0.018263 -0.0416356 -1.03683e-05 -0.00421706 internal_weight=723.378 719.565 13.8773 10.3989 705.687 128.429 38.0009 35.7947 26.1101 90.4281 88.2575 13.9125 11.7955 84.8232 5.68816 577.258 38.681 29.5541 18.8152 15.9423 538.577 10.2124 9.68458 3.20951 79.135 17.8074 12.538 5.26938 528.365 222.399 internal_count=8000 7986 75 46 7911 1304 496 490 382 808 725 134 93 652 75 6607 791 442 246 172 5816 169 108 59 577 207 90 117 5647 2375 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=31 num_cat=0 split_feature=78 241 241 79 104 627 7 7 43 10 86 36 14 241 33 0 81 11 243 107 107 31 0 151 33 164 162 240 34 633 split_gain=0.992286 1.98649 3.04825 4.47262 3.10411 3.45974 2.84544 2.94296 2.37556 2.3083 4.7397 2.08303 3.10029 1.99243 2.6556 3.65377 2.48396 2.21467 1.94838 2.59336 1.7404 3.1343 1.54928 1.45727 3.87851 3.87592 2.28931 5.97798 4.69738 5.75674 threshold=1.0000000180025095e-35 156662.25000000003 74625.000000000015 2.5000000000000004 1.0000000180025095e-35 3386.7450000000003 24237.000000000004 24754.500000000004 0.074550000000000019 -19776.499999999996 1.0000000180025095e-35 0.98635000000000017 15.500000000000002 37650.000000000007 0.51279278391854921 110556.50000000001 -462.49999999999994 -705.49999999999989 0.051293945194547212 1.5000000000000002 3.5000000000000004 0.41685972616246991 100048.00000000001 1.0000000180025095e-35 0.55583709744822496 1.0000000180025095e-35 1.0000000180025095e-35 0.20384429809581342 0.074550000000000019 -279.99999999999994 decision_type=8 2 2 10 8 10 2 2 8 2 2 10 10 2 10 2 2 8 2 8 10 8 2 2 8 2 2 2 8 10 left_child=22 2 9 11 5 6 -5 -8 -9 10 -2 12 -4 16 18 -16 20 -18 -15 -20 21 -11 -1 26 -25 -26 -24 28 -28 -30 right_child=1 -3 3 4 -6 -7 7 8 -10 13 -12 -13 -14 14 15 -17 17 -19 19 -21 -22 -23 23 24 25 -27 27 -29 29 -31 leaf_value=-0.047516038816171835 -0.060320371226172675 0.021863628269365189 -0.066357501001701236 -0.076507943594745068 0.033656007467382738 0.051301341545260976 0.055314679651720301 0.013329519307896293 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5.8608625202905413 91.806921771960333 12.623210336605551 2.0073716137558213 leaf_count=29 83 131 135 39 23 6 3 23 56 17 34 27 7 106 85 12 29 12 24 34 13 53 5678 110 84 20 64 810 246 7 internal_value=-3.14338e-05 0.00477873 0.001664 -0.0129993 0.00307352 -0.0131632 -0.0263066 -0.00959554 -0.0274125 0.00824808 -0.0182929 -0.0414412 -0.052638 0.0122395 0.0184344 -0.0206421 -0.00474085 -0.0408005 0.0233312 0.00230124 0.00886451 -0.00644514 -0.000747433 -0.000615341 0.0122895 -0.024786 -0.0010669 0.00537439 -0.0190437 -0.0341954 internal_weight=720.286 93.324 78.9337 24.4597 15.6281 10.2083 8.47949 6.36178 4.99164 54.474 7.12123 8.83164 7.28313 47.3528 34.6951 3.86366 12.6577 3.46747 30.8314 8.11489 9.19018 6.147 626.962 625.196 21.1366 5.28887 604.059 112.298 20.4914 14.6306 internal_count=8000 952 821 319 150 127 121 82 79 502 117 169 142 385 261 97 124 41 164 58 83 70 7048 7019 214 104 6805 1127 317 253 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=31 num_cat=0 split_feature=242 239 242 63 77 240 33 32 12 7 5 241 243 19 13 6 8 13 12 10 50 10 60 22 14 10 132 13 240 33 split_gain=0.997579 3.57954 2.86304 3.32726 2.84215 3.66567 2.16681 4.24475 1.55213 2.22827 1.54966 4.14158 2.20834 1.55852 1.51419 3.19918 6.35358 3.20966 3.50039 2.72331 5.41411 4.09295 3.48674 2.33016 2.21098 2.08328 4.91768 4.35423 4.87676 4.67318 threshold=0.38807500000000006 0.06650642546047926 0.36406250000000001 0.10795 1.5000000000000002 0.082944508160643415 0.65371291610247184 0.36097867308248693 -12884.999999999998 5555.2500000000009 45450.000000000007 19947.937500000004 0.029237182727649254 1.0000000180025095e-35 -4843.4999999999991 485770.50000000006 983250.00000000012 -4929.9999999999991 -1836.4999999999998 -23125.999999999996 0.98585000000000012 -24631.999999999996 0.0097500000000000017 2.5000000000000004 7.5000000000000009 -21411.999999999996 1.0000000180025095e-35 -4198.4999999999991 0.31649212066111848 0.39535748868774395 decision_type=2 8 2 10 10 2 10 10 2 2 2 2 2 2 2 2 10 2 2 2 10 2 10 2 8 2 2 2 2 10 left_child=2 -2 8 -4 5 -3 7 -7 9 -1 13 12 -12 -10 15 17 24 18 23 20 21 -16 -23 -13 -17 26 27 29 -29 -21 right_child=1 4 3 -5 -6 6 -8 -9 10 -11 11 14 -14 -15 19 16 -18 -19 -20 25 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.055273374650188702 -0.046178353247095537 -0.061411713402066116 -0.065823328590722013 0.042237336754808563 0.03358946377824279 0.031234461688334048 0.039255834629673858 -0.063148224113727877 -0.00093204615983964257 -0.055110545076801701 0.023168468775452922 -0.058567821957935522 -0.064930842528168983 0.043714366285335621 0.020978894468451845 0.002780562187303466 0.030162804023413477 0.041868807374016159 0.032485243729720052 0.015083144359400136 0.03200624084896684 -0.063569154095462974 0.034188792595873228 0.0091671139631900583 -0.060835265050237057 -0.00073894676159987766 -0.064481978381443442 0.039120104263098504 -0.019059046591843747 -0.036342964629397928 leaf_weight=0.55679476261138861 2.5635639497777474 2.1004711298737702 3.2157864777254863 0.9150428163120522 11.463991092052309 2.6954888403415662 4.0068939839256927 2.1346769612282515 3.7818655658047637 2.55572068496258 0.88288942724466224 2.6980939960631076 3.6602415856905282 4.0458444524556398 2.35564801149303 1.917271277285179 5.4724311423196923 10.539201954146845 4.9027507863938826 12.064063928090038 3.6330435768468297 8.2802513066562806 1.0250438231741998 2.3983341149287298 4.7486613684159238 580.38348430134647 2.0887890243902794 19.411253951257098 4.4225963884964576 6.9697440252639344 leaf_count=1 44 57 81 7 65 10 36 45 41 184 3 121 70 15 32 35 73 46 37 76 49 205 8 25 165 6056 51 105 71 186 internal_value=-3.06825e-05 0.00978886 -0.000384466 -0.0418862 0.0161936 -0.00203963 0.0120725 -0.0104777 -0.000135573 -0.0353641 2.43403e-05 -0.000231093 -0.0478101 0.022144 8.99442e-05 0.0105887 -0.0097617 0.022616 0.00232333 -0.000445564 -0.021291 -0.0378961 -0.0528004 -0.0266924 -0.0425379 6.42545e-05 0.0104335 0.0140839 0.0283244 -0.00374792 internal_weight=717.89 24.9651 692.925 4.13083 22.4015 10.9375 8.83706 4.83017 688.794 3.11252 685.682 677.854 4.54313 7.82771 673.311 32.6767 12.1384 20.5384 9.99918 640.634 15.294 11.6609 9.3053 5.09643 6.66593 625.34 44.9564 42.8677 23.8339 19.0338 internal_count=8000 257 7743 88 213 148 91 55 7655 185 7470 7414 73 56 7341 502 273 229 183 6839 294 245 213 146 200 6545 489 438 176 262 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=31 num_cat=0 split_feature=150 32 76 12 107 29 8 0 62 34 48 8 79 6 241 125 242 10 38 164 10 49 6 81 12 243 1 8 9 241 split_gain=0.990474 6.41512 3.62659 3.55772 2.93551 1.86248 3.10416 2.2314 1.80767 1.63038 4.07669 3.67395 4.61261 3.79034 5.21588 4.00728 8.84866 5.76777 4.66861 4.33646 4.30755 4.16404 3.97968 4.61021 4.8776 3.85737 4.49107 3.42171 6.72978 5.62416 threshold=1.0000000180025095e-35 0.44940187957095928 0.17015000000000002 -2861.4999999999995 1.5000000000000002 1.0000000180025095e-35 537750.00000000012 106656.50000000001 0.26155 0.1208 0.12555000000000002 992250.00000000012 5.5000000000000009 197952.75000000003 23868.750000000004 1.0000000180025095e-35 0.22757795138888889 -13222.499999999998 0.068200000000000011 1.0000000180025095e-35 -17140.499999999996 0.060550000000000007 215752.50000000003 -1436.4999999999998 -9702.9999999999982 0.11334878579147296 1.0000000180025095e-35 717750.00000000012 0.0071969999999999508 132525.00000000003 decision_type=2 10 8 2 10 2 10 2 10 8 8 8 10 2 2 2 2 2 8 2 2 8 2 2 2 2 2 10 2 2 left_child=9 5 -3 4 -4 6 -2 -8 -6 -1 -11 13 -13 14 -12 21 17 20 -19 -18 -17 -15 23 -23 -25 26 -16 -24 -29 -30 right_child=1 2 3 -5 8 -7 7 -9 -10 10 11 12 -14 15 25 16 19 18 -20 -21 -22 22 27 24 -26 -27 -28 28 29 -31 leaf_value=0.0034676535067347143 0.031475498262421214 -0.057338198504727059 0.030992452431590184 -0.059191525223143984 -0.058943674263324343 0.040123438930484909 -0.059198371850020109 0.01471829660897235 0.040092154092473201 -0.048557339730098945 0.021193660295108184 -0.02998187825730253 0.027782680043741986 -0.046257532874535018 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37 81 173 186 118 36 225 28 160 18 2494 8 47 26 345 46 275 75 internal_value=-3.06947e-05 0.0079977 -0.0173482 -0.00204826 0.0124743 0.025353 0.0107861 -0.0236403 -0.0338991 -0.00046188 -0.00198986 -0.00154209 -0.0202995 -0.000530653 -0.0148615 0.000908792 -0.0141012 -0.0300038 -0.0547532 0.0205153 -0.00884509 0.0025077 0.00307358 0.0293187 -0.0013139 -0.0234871 -0.0293541 0.00205704 0.0143979 0.0186914 internal_weight=715.303 36.459 14.8183 10.7177 8.54587 21.6408 10.8955 4.08994 2.43874 678.844 488.783 484.128 24.7696 459.358 41.9283 417.43 40.1853 27.5356 12.691 12.6497 14.8446 377.245 372.918 13.9055 6.5219 33.834 30.1882 359.012 48.5697 46.1156 internal_count=8000 533 412 217 141 121 85 44 76 7467 5041 4895 492 4403 606 3797 753 607 261 146 346 3044 2963 73 55 544 518 2890 396 350 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=31 num_cat=0 split_feature=74 81 107 11 3 36 81 0 43 239 239 11 7 243 33 115 13 81 0 32 32 242 59 64 33 10 77 79 85 33 split_gain=1.00427 3.63268 3.20248 2.2565 4.8158 1.96398 1.63504 2.98698 1.97335 1.37842 7.42173 3.74202 3.55097 4.52658 4.229 3.79606 3.6915 5.61681 5.04014 6.50187 6.7179 4.55739 4.40498 4.19606 3.97601 4.46903 3.20403 2.98748 2.86281 3.43877 threshold=0.010650000000000001 -1622.4999999999998 1.0000000180025095e-35 -3260.4999999999995 1.0000000180025095e-35 0.97495000000000009 -1.0000000180025095e-35 104451.50000000001 0.12935000000000005 0.19596100291555049 0.18837649185449937 -3218.9999999999995 55989.000000000007 0.061348164956590311 0.43561987392395524 1.0000000180025095e-35 -3964.4999999999995 -1447.4999999999998 107028.00000000001 0.66190154114250122 0.30248840053627774 0.12246076923076922 0.064350000000000004 0.97545000000000004 0.45879500081581598 -16792.499999999996 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 0.15147104206873863 decision_type=10 2 8 10 2 10 2 2 10 10 10 8 2 2 8 2 2 2 2 8 10 2 8 8 10 2 8 10 2 8 left_child=9 -2 5 4 -4 -3 7 8 -5 10 11 -1 13 15 26 16 22 24 19 20 -19 -20 -11 -22 -18 -26 -15 28 -13 -30 right_child=1 2 3 6 -6 -7 -8 -9 -10 12 -12 27 -14 14 -16 -17 17 18 21 -21 23 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.060526976246287681 -0.05792279897905675 0.015093650304791801 -0.060199825542014286 -0.065032225081079351 0.039206005608047795 -0.062486270391542191 0.051406179652315157 0.032042811292147963 0.024383993840251115 -0.055024700729500081 -0.072263774758454927 -0.00014233366405260999 0.037780813443344288 -0.047242063818352366 -0.046086040442241821 -0.062896725971052669 -0.057040239779565342 0.010166843630607519 -0.043111423592544038 0.032279837128491723 0.027158992678141106 0.029127431925337979 0.023208828045759165 -0.066023579901121912 0.024796983106701462 -0.059657194887439369 0.019324374148712589 -0.047696529637542139 0.039413966510036147 -0.069774816456397368 leaf_weight=2.6299577359750401 1.8730344684445324 1.3695513829588919 2.3669075026409763 1.5290890069445695 2.5108875320293009 2.0175863606855273 5.7038269042968635 9.2509859735146147 1.0344875580631194 1.8896510708145786 3.6809056083147871 539.38720665909932 7.4244652602646957 2.4326081698527569 8.6845192667096835 1.954763801768421 6.4326834839303029 7.5808535972610178 2.398595005040991 6.8821117541810954 1.4122327954973997 24.324808261822909 37.62192739918828 8.3591876685386524 4.7926917800796218 2.3269712481996976 7.0368718639947483 3.3667452540248624 0.95416878908872549 2.951888955081813 leaf_count=94 84 13 60 35 24 59 17 62 13 112 93 5470 89 53 263 51 121 48 53 85 18 157 413 169 101 76 49 44 3 71 internal_value=-3.08214e-05 0.00931025 0.0141944 0.0210473 -0.00902981 -0.0311177 0.0294219 0.0188084 -0.0289498 -0.000408221 -0.0015026 -0.00102842 0.00419183 0.00218282 -0.0208865 0.00613464 0.00743187 6.03376e-05 0.00766891 -0.00884371 -0.0251538 0.0226435 0.0194673 -0.0525562 -0.0285484 -0.00280579 0.00222417 -0.000742171 -0.000451198 -0.0431023 internal_weight=712.182 27.6564 25.7833 22.3962 4.8778 3.38714 17.5184 11.8146 2.56358 684.526 552.971 549.29 131.555 124.13 18.154 105.976 104.022 64.5101 50.9578 24.2344 17.3523 26.7234 39.5116 9.77142 13.5523 7.11966 9.46948 546.66 543.293 3.90606 internal_count=8000 367 283 211 84 72 127 110 48 7633 5775 5682 1858 1769 365 1404 1353 828 530 320 235 210 525 187 298 177 102 5588 5544 74 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=31 num_cat=0 split_feature=9 135 73 76 5 7 57 61 7 32 32 33 12 31 0 0 19 22 12 33 148 33 12 79 241 243 13 0 125 130 split_gain=1.01378 1.05376 2.82685 3.1018 2.69731 5.11429 3.30237 3.01261 3.0227 2.76768 2.0928 3.49991 5.82767 3.78967 2.45365 6.34956 2.57239 4.30844 1.96889 1.78611 3.37126 1.66932 3.26675 3.88742 5.59799 5.49479 4.42073 3.9029 3.87295 4.09 threshold=0.0013045000000000003 1.0000000180025095e-35 0.011850000000000001 0.012750000000000003 106875.00000000001 16593.750000000004 0.035450000000000002 0.0040500000000000006 20331.000000000004 0.41905851403241079 0.093418472625969654 0.67778009598813893 -2825.4999999999995 0.11564925419722447 103406.50000000001 102353.50000000001 1.0000000180025095e-35 2.5000000000000004 -3393.4999999999995 0.61867692739220159 1.0000000180025095e-35 0.32885910741650776 -5209.4999999999991 1.0000000180025095e-35 70687.500000000015 0.051240051789382311 -1829.4999999999998 104110.00000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 8 8 2 2 8 10 2 10 8 8 2 8 2 2 2 2 2 10 2 8 2 10 2 2 2 2 2 2 left_child=-1 2 -2 -4 5 6 -5 10 -9 -8 -6 14 13 -13 15 -12 19 -18 -11 20 -16 22 28 24 25 26 -24 -26 -3 -30 right_child=1 21 3 4 7 -7 9 8 -10 18 11 12 -14 -15 16 -17 17 -19 -20 -21 -22 -23 23 -25 27 -27 -28 -29 29 -31 leaf_value=0.032207042031133663 -0.059333852220346775 0.017021634248521465 0.050380091430848963 0.048906067476256261 0.036583966224456622 -0.062047659873482167 -0.046284666403740488 0.013383083304100233 -0.051188199271332613 0.032899226026187646 0.018704470264417815 0.036889032702039776 0.018266606494680121 -0.067053247575474914 0.029890991865423357 -0.083592470417523615 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34 127 37 66 internal_value=-3.16206e-05 -0.000142476 0.00495716 0.00619785 0.00417866 -0.014283 0.00246706 0.00857285 -0.0217372 -0.0125586 0.0122737 0.0086769 -0.0139719 -0.0491364 0.0160885 -0.00939702 0.0222172 -0.0119253 0.0103914 0.0281667 0.0215564 -0.000873416 0.00346667 -0.00224859 -0.0130099 -0.0330551 -0.0117854 0.00238259 0.0122281 -0.0191413 internal_weight=709.17 706.74 88.5993 86.9219 83.1231 15.9809 11.8318 67.1421 7.30597 8.93938 59.8362 52.1242 12.8516 6.14685 39.2726 7.61337 31.6593 4.69812 5.31954 26.9612 21.3329 618.141 163.098 98.7081 45.3579 19.7014 11.9487 25.6565 64.3896 8.53517 internal_count=8000 7982 919 873 859 201 119 658 142 108 516 491 175 124 316 86 230 57 63 173 149 7063 1077 657 345 160 86 185 420 103 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=31 num_cat=0 split_feature=103 31 4 13 240 13 81 130 33 11 32 38 32 118 14 241 10 14 5 14 33 38 3 8 0 7 13 31 9 12 split_gain=1.01942 1.14314 2.72934 3.64152 4.78051 3.95957 3.19876 2.28028 1.76079 1.66772 2.51898 2.4811 3.64015 3.33762 2.3488 3.11866 2.15537 4.62438 4.73886 2.47878 1.59837 3.41569 3.55195 2.46938 4.64534 2.06111 2.97252 2.58744 4.67006 2.50905 threshold=1.0000000180025095e-35 0.20024914172550759 1.0000000180025095e-35 -1257.4999999999998 0.42030002804000383 -3915.4999999999995 -347.49999999999994 1.0000000180025095e-35 0.42854052718861196 -178.49999999999997 0.25477864079138984 0.012950000000000001 0.71282218250275997 1.0000000180025095e-35 10.500000000000002 31770.000000000004 -8982.9999999999982 22.500000000000004 89550.000000000015 14.500000000000002 0.11392442368259932 0.042050000000000011 1.0000000180025095e-35 452250.00000000006 103515.50000000001 7987.5000000000009 -2614.4999999999995 0.49784709694548929 0.025778000000000002 -13411.499999999998 decision_type=10 8 2 2 2 2 2 2 10 10 8 8 10 2 10 2 2 10 2 8 8 8 2 10 2 2 2 8 2 2 left_child=1 2 3 4 6 -6 -1 -5 -4 16 -11 -12 13 -13 15 -15 20 18 -18 -20 21 22 -3 -23 -25 26 29 -28 -29 -22 right_child=-2 9 8 7 5 -7 -8 -9 -10 10 11 12 -14 14 -16 -17 17 -19 19 -21 25 23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.092124813029976785 0.021877979884581431 -0.055800925100766487 0.030800692552880517 -0.0025123256388375694 0.051372649459966169 -0.02605944977214213 -0.018354191199756495 0.043299783078124543 -0.0034279984914598969 0.035462711042525949 0.035497132830531672 -0.062097596130942637 0.042672321591008727 0.047237276411393865 0.041785049137188474 -0.063380622839481246 0.021887082591133485 0.047794305218386977 -0.0064419138111126905 -0.061917059125936258 0.051542456095591799 0.028187547926185857 0.018902404951882792 0.03475818325267218 -0.044117179096326786 -0.00088177127951563356 0.046429980853433188 -0.066617292474734316 0.032602603215863682 -0.060154783683673302 leaf_weight=2.9170191106386483 5.2703836735454379 3.5633082929998627 14.127255473285915 6.2816673275083286 2.8603790048509836 3.9048710875213146 2.9611068777740019 4.7855355460196733 5.118507870938628 7.8719428980257389 3.7830937944527223 3.7468305320944619 2.4356565132038677 0.93467132654041085 2.0287829772569239 2.0018591867992654 3.288679131306707 2.200210601091384 2.7493091188953231 7.5252275434322664 0.55950248264707614 18.259817915037278 2.8750894218683243 3.6186175579205146 3.8557105185464025 575.3564917108306 2.1170369610190374 2.5246274843811989 2.2365806447342038 4.9577421473804861 leaf_count=36 43 31 55 37 9 37 22 14 40 35 31 83 21 3 9 52 27 7 33 123 5 68 14 12 34 6888 9 55 15 152 internal_value=-2.99141e-05 -0.000194521 0.00770834 -0.00364652 -0.0219793 0.0066792 -0.0549629 0.0172971 0.0216974 -0.00071006 0.0125756 0.00050901 -0.0113645 -0.0264716 0.000411866 -0.0281719 -0.00118663 -0.0194446 -0.030352 -0.0470728 -0.00072237 0.0101292 -0.0224419 0.0182782 -0.0059305 -0.00131637 -0.0214889 0.0004403 -0.0200087 -0.0488276 internal_weight=706.718 701.447 42.9563 23.7106 12.6434 6.76525 5.87813 11.0672 19.2458 658.491 22.8028 14.9309 11.1478 8.71214 4.96531 2.93653 635.688 15.7634 13.5632 10.2745 619.925 32.1725 6.4384 25.7341 7.47433 587.752 12.3955 6.87825 4.76121 5.51724 internal_count=8000 7957 250 155 104 46 58 51 95 7707 234 199 168 147 64 55 7473 190 183 156 7283 159 45 114 46 7124 236 79 70 157 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=31 num_cat=0 split_feature=228 59 81 239 38 9 59 11 131 33 42 240 0 240 6 11 207 32 31 0 38 243 12 31 9 47 12 239 5 241 split_gain=1.009 1.01377 3.47807 4.54339 3.28224 3.27928 2.52489 2.53233 1.30903 4.56036 2.81132 3.32831 3.96596 3.42528 4.05841 3.14433 2.9371 3.80009 2.76931 1.88314 4.74877 3.48037 3.07732 5.28535 4.40264 2.47574 3.10188 2.75814 2.68702 2.57824 threshold=1.0000000180025095e-35 0.0099500000000000022 -810.49999999999989 0.076683011489320121 0.0080500000000000016 0.023705000000000004 0.012050000000000002 -5210.9999999999991 1.0000000180025095e-35 0.64219691080251862 0.17355000000000001 0.21658280940586913 100682.50000000001 0.27786049897425719 450173.25000000006 -10093.499999999998 1.0000000180025095e-35 0.40030800356833346 0.11564925419722447 110815.50000000001 0.011350000000000001 0.079321839981163864 -1804.4999999999998 0.21830832302890071 0.0050430000000000015 0.076300000000000021 -8128.4999999999991 0.044324802336932902 112275.00000000001 33637.500000000007 decision_type=2 8 2 10 10 2 8 8 2 10 8 2 2 2 2 10 2 10 8 2 10 2 2 8 2 8 2 8 2 2 left_child=1 2 4 5 -1 -4 7 -3 19 10 -10 12 -12 -13 16 -16 17 -15 -19 -8 21 22 25 -24 -25 -21 29 -28 -29 -27 right_child=-2 6 3 -5 -6 -7 8 -9 9 -11 11 13 -14 14 15 -17 -18 18 -20 20 -22 -23 23 24 -26 26 27 28 -30 -31 leaf_value=-0.058030225106308342 0.02452454281651581 0.036991116470547591 -0.061147105931790215 0.038056668091602103 0.042336297558620749 0.017029676988687591 -0.0015991589740077324 -0.062662573781659056 0.041582532059892 -0.056048989919024905 0.032222744454375202 0.040770476492626731 -0.072108663583431501 0.020640253772401439 0.034927909927924397 -0.075080232793328816 0.043792610971271496 0.034794891005716332 -0.061887998846208506 0.043436670426482971 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-0.0172229 -0.000510606 -0.0412603 -0.000282507 0.00840121 0.0127392 0.00636147 -0.036062 0.0126301 0.00146726 -0.0475985 0.0120618 -0.00235439 -0.0397865 -0.000840561 0.00893971 0.0136929 0.0173393 -0.0133062 -0.0419822 0.0236969 0.014109 0.0213594 0.0279736 -0.0344825 internal_weight=704.514 700.354 21.2549 17.1425 4.11238 5.44905 679.099 3.78015 675.319 40.7784 38.2068 31.2884 4.02809 27.2604 19.5179 3.46602 16.0519 11.0373 4.2001 634.54 45.6749 42.0222 39.4866 6.78436 4.77027 32.7022 22.011 19.1532 17.0779 2.85788 internal_count=8000 7971 254 139 115 63 7717 88 7629 457 335 294 55 239 203 64 139 123 83 7172 492 387 327 74 69 253 194 147 118 47 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=31 num_cat=0 split_feature=238 48 43 671 73 61 75 47 45 51 81 81 67 0 76 3 47 107 52 10 106 0 72 128 8 33 6 8 11 12 split_gain=0.97719 1.30662 1.65752 1.03332 1.11752 3.258 3.00972 3.38236 3.03033 4.40338 2.73934 2.94314 4.60597 4.14273 4.52297 4.1644 3.25035 3.17529 3.13316 2.71161 2.66264 2.64816 3.30395 3.48191 2.38552 4.10735 2.61883 4.46646 4.94183 4.34131 threshold=1.0000000180025095e-35 0.016300000000000005 0.018450000000000005 8398.4850000000024 0.065050000000000011 0.086250000000000007 0.077300000000000021 0.053950000000000005 0.058350000000000006 0.73540000000000016 -2137.4999999999995 -495.49999999999994 0.41000000000000009 104451.50000000001 0.10165 1.0000000180025095e-35 0.44800000000000006 4.5000000000000009 0.044550000000000006 -22954.499999999996 1.5000000000000002 103363.50000000001 0.072900000000000006 1.0000000180025095e-35 137250.00000000003 0.4427255658040033 1025370.0000000001 834750.00000000012 -626.49999999999989 -3753.4999999999995 decision_type=2 10 8 10 10 10 10 10 10 10 2 2 8 2 10 2 8 10 10 2 8 2 8 2 8 10 2 8 8 2 left_child=3 2 -2 4 5 6 7 8 24 -10 21 13 17 14 18 -16 -15 19 -12 -13 -14 -6 -23 -24 25 -1 27 -26 -29 -28 right_child=1 -3 -4 -5 10 -7 -8 -9 9 -11 11 12 20 16 15 -17 -18 -19 -20 -21 -22 22 23 -25 26 -27 29 28 -30 -31 leaf_value=-0.005500720014980769 0.037292639154087509 0.048503113382557674 -0.036504203552742642 0.024288671890998065 0.042366713519405866 -0.066758814858454529 0.051074209002271435 -0.062155700131126125 -0.0561597326492436 0.0079485885277575819 -0.065443823550619687 -0.055703152354213054 -0.066765077177962262 -0.0038647942218207909 0.0099214970584960774 -0.061523126421821395 0.031053428599722571 -0.044842662755370306 0.012428831834725427 0.014331131739313486 0.020909943379844739 0.044100789840892003 0.018062040226386984 -0.05960022441983142 -0.00010901141378490652 -0.055903785584271372 -0.00015624752666201574 0.029192708607644544 -0.027480075189448252 -0.034201325502711898 leaf_weight=19.832840970950205 1.476526596117764 2.4155301383580081 1.569907938246615 4.2839149206411085 8.3307398520410079 1.903851225884863 2.735772422514855 2.288778778165578 5.9732174695818667 4.8561461586796213 7.3743521658470872 1.4108551357930981 3.1057058695005244 42.971104680269491 9.719810552953275 2.5813072168966746 7.8877977563533923 2.4651651047170153 1.5659632775932548 67.859558377123903 1.2007794249802826 3.1853840863332126 2.9985848080250435 2.7824372942704949 413.91733315019519 5.0765144090983076 27.064202149165794 24.314920651377179 4.5695139087038141 14.317392524797468 leaf_count=200 11 9 34 29 71 52 13 59 142 58 214 50 67 693 157 80 61 43 20 719 10 23 62 115 3844 197 424 190 73 280 internal_value=-2.70073e-05 0.0210393 -0.000736817 -0.000192192 -0.000343681 -0.0014694 -0.00123261 -0.00150664 -0.00123965 -0.027412 0.00324123 0.00104276 0.00790518 -0.00619483 -0.0247402 -0.00507068 0.00155074 0.0109203 -0.0518038 0.0129047 -0.0423186 0.0220702 0.00321251 -0.0193172 -0.000682916 -0.0157728 9.34018e-05 0.00121753 0.0202271 -0.0119353 internal_weight=702.036 5.46196 3.04643 696.574 692.29 526.85 524.947 522.211 519.922 10.8294 165.44 148.142 76.0421 72.1003 21.2414 12.3011 50.8589 71.7356 8.94032 69.2704 4.30649 17.2971 8.96641 5.78102 509.093 24.9094 484.183 442.802 28.8844 41.3816 internal_count=8000 54 45 7946 7917 5532 5480 5467 5408 200 2385 2114 889 1225 471 237 754 812 234 769 77 271 200 177 5208 397 4811 4107 263 704 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=31 num_cat=0 split_feature=633 0 12 40 633 81 626 32 627 625 32 0 243 11 32 107 243 6 33 6 243 11 32 241 241 10 13 31 106 33 split_gain=0.983592 3.7689 1.69577 2.60387 1.23726 3.7562 1.77486 4.00164 3.30568 2.90854 2.30592 2.05068 1.32623 4.96049 6.45387 7.03882 4.66454 5.33893 5.12987 4.49709 4.58739 4.39323 4.36289 4.11295 6.37146 5.98652 4.57408 4.18611 3.44106 4.17537 threshold=-2120.9999999999995 102653.50000000001 -4048.4999999999995 0.13980000000000001 -1541.9999999999998 -2085.4999999999995 10785.757500000002 0.59500931088849873 14976.607500000002 10135.912500000002 0.050590068756949359 102209.50000000001 0.060967107588644605 -1167.4999999999998 0.4515238663495057 2.5000000000000004 0.078996384224776603 284395.50000000006 0.56294776606265007 546156.00000000012 0.072937562672581918 -991.49999999999989 0.50157634424248076 125831.25000000001 45562.500000000007 -11991.999999999998 -446.49999999999994 0.24782127247128852 1.0000000180025095e-35 0.068942740798994817 decision_type=8 2 2 8 8 2 8 10 8 10 10 2 2 8 8 10 2 2 8 2 2 8 10 2 2 2 2 8 10 10 left_child=1 -1 3 -3 5 -2 7 9 -8 10 -6 -12 -10 19 15 16 17 -15 -19 23 -21 -17 -16 24 25 27 28 -14 -26 -30 right_child=4 2 -4 -5 6 -7 8 -9 12 -11 11 -13 13 14 22 21 -18 18 -20 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.067347071125687649 0.02929413452462766 0.038309158977664348 0.042159854724605428 -0.037365864044497071 0.035100204560209403 -0.06154502131537494 -0.050835009711122738 0.036919127212046862 0.0010104505492604771 0.046146333349500801 0.011458052659010967 -0.054551618333064961 0.044085220217180407 -0.07422195852795832 0.037543387077162899 0.016437087796870524 0.01049888247124741 0.027541221415986663 -0.049637933620519048 -0.038994799744636016 0.032233258026832766 -0.072495930322842336 0.0056907967221656508 0.0021821211989776061 -0.068402227140547431 0.023806083838797121 0.010627976721317482 -0.062872013419731226 0.032298388239082473 -0.062877308447010991 leaf_weight=1.2578556203516189 1.8808189075207336 2.3321454913821063 5.8263934626011169 2.2176313819363713 1.3806342221796528 2.8814184297807515 3.2494085959915537 9.9404126830922888 496.02085291284311 1.9111304823309181 1.6152064348571 4.3327239292557351 1.1304179583676148 4.0584826804697505 14.124954482773317 1.7659112126566467 24.140580010367557 5.1155649386346314 3.7176937768235812 3.1132847613189361 8.2523946669534762 6.5004803909687308 44.998394654132426 12.771475103567353 14.529757117765255 8.0141746129374933 2.9315470970468658 4.7962403430137783 2.1408990561030796 2.4956203045439906 leaf_count=32 17 19 37 46 8 80 69 90 5577 9 18 96 5 49 68 12 183 18 35 55 73 88 542 150 327 59 34 133 11 60 internal_value=-2.75176e-05 0.0143893 0.0242979 0.00142399 -0.000271372 -0.0256686 -9.4302e-05 0.0149005 -0.000527524 -0.00878793 -0.0231136 -0.0366262 -0.000280075 -0.00416911 0.00242012 -0.0117809 -0.0024689 -0.0267519 -0.00494152 -0.0156033 0.0127225 -0.0534976 0.0133006 -0.0221991 -0.0308394 -0.0043705 -0.0475378 -0.0424716 -0.0564344 -0.0189302 internal_weight=699.445 11.634 10.3762 4.54978 687.81 4.76224 683.048 19.1801 663.868 9.2397 7.32856 5.94793 660.619 164.598 104.422 45.2987 37.0323 12.8917 8.83326 60.1758 11.3657 8.26639 59.1233 48.8101 36.0387 13.9408 22.0978 5.92666 19.1663 4.63652 internal_count=8000 134 102 65 7866 97 7769 221 7548 131 122 114 7479 1902 995 385 285 102 53 907 128 100 610 779 629 197 432 138 398 71 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=31 num_cat=0 split_feature=135 5 107 132 22 50 7 19 50 0 7 107 7 36 240 243 32 0 243 8 31 13 199 239 85 239 24 14 176 66 split_gain=1.00589 2.49489 4.33127 4.33017 3.28067 3.65049 3.10005 5.08859 4.38924 4.15471 5.88025 3.3658 2.4361 3.13039 2.38055 1.78208 1.78157 3.85924 2.2584 1.75414 1.72499 1.86028 1.50789 1.52663 5.25513 4.54678 3.75998 3.84962 3.94583 3.93426 threshold=1.0000000180025095e-35 106875.00000000001 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.97495000000000009 24464.250000000004 1.0000000180025095e-35 0.98385000000000011 108816.50000000001 40074.750000000007 2.5000000000000004 13434.750000000002 0.98185000000000011 0.45014071294559105 0.052610555892588159 0.11692288154212926 103702.50000000001 0.064359448593918012 173250.00000000003 0.056106464723230109 -3365.4999999999995 1.0000000180025095e-35 0.22061272937564155 1.0000000180025095e-35 0.20670422716006029 15.500000000000002 4.5000000000000009 1.0000000180025095e-35 0.0092500000000000013 decision_type=2 2 8 2 2 8 2 2 10 2 2 10 2 10 2 2 10 2 2 8 10 2 2 10 2 10 2 8 2 8 left_child=1 2 3 19 5 -3 12 8 9 10 11 -8 13 -7 -6 -16 -14 -18 -19 -1 -21 -22 23 24 25 -2 27 -25 29 -29 right_child=22 4 -4 -5 14 6 7 -9 -10 -11 -12 -13 16 -15 15 -17 17 18 -20 20 21 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.040187039160168359 -0.00083465166486101211 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3.129037629463709 3.8850298773031691 0.89720879495143879 1.6112627070397141 2.0310680193360886 2.67235856456682 2.9443759162095366 5.0628533890703684 15.468312999335465 3.6718064250890157 2.1457088924944392 74.549004109489033 leaf_count=24 5376 73 70 35 72 48 62 85 50 41 37 20 7 22 14 29 46 66 35 37 12 37 49 115 74 136 219 101 56 952 internal_value=-2.80118e-05 0.00504263 -0.0125286 0.00221406 0.00918147 0.00248813 0.00534103 -0.00708731 0.00160905 0.00916977 -0.00954044 -0.042204 0.0182869 -0.0169595 0.026834 -0.00822638 0.0256106 0.0181107 0.0282366 0.0146038 -0.00175138 -0.0340725 -0.000739825 -0.000596365 -0.0016962 -0.00130975 0.00510244 0.000886354 0.00284948 0.00468444 internal_weight=696.722 85.7655 16.3505 12.3103 69.415 50.331 48.1688 24.5756 21.4429 19.2882 11.6892 6.32414 23.5932 4.05898 19.0841 3.86182 19.5342 15.6688 13.4321 10.4808 6.3935 2.50847 610.956 608.925 510.418 507.473 98.5072 83.0389 80.3665 78.2208 internal_count=8000 922 215 145 707 592 519 295 210 160 119 82 224 70 115 43 154 147 101 110 86 49 7078 7029 5586 5512 1443 1224 1109 1053 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=31 num_cat=0 split_feature=74 81 107 61 36 59 47 48 59 81 239 38 9 59 11 34 62 33 33 534 148 243 12 6 377 32 12 33 13 24 split_gain=0.999343 3.32175 2.88827 2.09197 2.12363 1.88552 1.46405 3.38301 1.19562 3.18458 4.18019 3.10656 3.03077 2.32883 2.38667 1.911 1.98286 1.46991 2.39136 3.21411 3.14616 2.38075 2.02811 2.04303 1.9017 1.85653 3.9011 4.34927 4.35371 6.84532 threshold=0.010650000000000001 -1622.4999999999998 1.0000000180025095e-35 0.015750000000000004 0.98235000000000017 0.054650000000000011 0.031500000000000007 0.12555000000000002 0.0099500000000000022 -810.49999999999989 0.076683011489320121 0.0080500000000000016 0.023705000000000004 0.012050000000000002 -5210.9999999999991 0.011850000000000001 0.015100000000000001 0.80783375724491269 0.77326341438495294 3149.8875000000003 1.0000000180025095e-35 0.039657105445117954 -7493.4999999999991 546156.00000000012 -214.99999999999997 0.24546903361927644 -3058.9999999999995 0.32885910741650776 -3899.4999999999995 13.500000000000002 decision_type=10 2 8 10 10 10 10 10 8 2 10 10 2 8 8 8 8 10 10 10 2 2 2 2 8 10 2 8 2 2 left_child=8 -2 5 4 -4 -3 -5 -8 9 11 12 -1 -11 14 -10 -15 -17 18 19 24 21 -20 23 -19 -18 26 27 -26 -29 -30 right_child=1 2 3 6 -6 -7 7 -9 13 10 -12 -13 -14 15 -16 16 17 22 20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.057530056830190114 -0.057179968118390281 0.015668554248039829 -0.062682353507167846 0.043565038587252233 0.014667091168773391 -0.061851961962578195 -0.040499974241077256 0.031321831698116358 0.036319731618036886 -0.058513671764301993 0.038408084809798966 0.042811883645043826 0.018040768154672468 -0.061993497844709457 -0.062003763549457205 0.03376305895853858 0.028843007031289378 -0.055207593230457513 -0.053859195750850547 -0.058729047972372196 -0.057241828244431095 0.035387272002379531 -0.056181104954797438 0.046763742624225224 0.016316094739848377 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-0.0406876 -0.00055329 -0.000432551 -0.000658087 -0.000447783 -0.000884993 0.0211311 0.0291063 -0.0280229 0.00895188 -0.000661333 -0.00092178 0.00453187 -0.00374702 -0.0119123 -0.024793 internal_weight=694.258 26.3473 24.6043 21.3702 3.92257 3.23411 17.4476 9.16426 667.911 20.2569 16.4259 3.83105 5.24531 647.654 3.63489 644.019 642.756 638.545 633.675 621.091 12.5839 11.4216 4.86992 2.10536 618.698 613.285 124.398 66.3725 47.1738 27.4412 internal_count=8000 367 283 211 68 72 143 103 7633 248 136 112 61 7385 89 7296 7256 7223 7047 6816 231 185 176 58 6704 6662 785 488 406 244 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=31 num_cat=0 split_feature=78 241 23 33 12 12 31 10 240 111 10 80 106 7 5 80 239 9 9 12 13 10 12 9 240 43 243 61 128 239 split_gain=1.00215 1.86313 2.82477 2.14729 3.58201 2.19686 2.13951 1.96361 3.26158 1.87938 2.99571 4.19915 3.70904 1.87274 3.07369 1.84634 1.72781 1.42048 3.42618 3.04685 2.80069 3.0228 1.92623 3.5147 5.03189 4.47095 3.80707 3.67758 3.42489 3.05178 threshold=1.0000000180025095e-35 156662.25000000003 1.5000000000000002 0.51099066457943965 -5329.9999999999991 -8749.9999999999982 0.056106464723230109 -10547.499999999998 0.50001666777785203 1.0000000180025095e-35 -16075.999999999998 1.5000000000000002 1.0000000180025095e-35 28491.750000000004 154800.00000000003 1.0000000180025095e-35 0.063210855432447463 0.0027875000000000005 0.0043334999999999511 -5569.4999999999991 -4225.4999999999991 -12947.499999999998 -8019.9999999999991 0.031042000000000004 0.059723005782926455 0.02945 0.032257547227115303 0.012950000000000001 1.0000000180025095e-35 0.14798942866312542 decision_type=8 2 2 10 2 2 8 2 2 2 2 10 10 2 2 10 10 2 2 2 2 2 2 2 2 8 2 10 2 10 left_child=17 2 -2 7 5 -5 -6 9 15 10 11 12 -4 16 -15 -9 -12 19 20 -1 21 -19 23 26 -25 -26 28 29 -20 -28 right_child=1 -3 3 4 6 -7 -8 8 -10 -11 13 -13 -14 14 -16 -17 -18 18 22 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.039632356559073822 -0.044805663466990019 0.021813167385442152 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11.511470376513897 4.1459282422438255 1.4135037064552305 473.27958338920143 1.6086783409118641 2.6042318629042684 6.0942487352585895 68.573987428360851 5.690642225497867 5.5119691753643547 16.56452440583962 leaf_count=39 61 131 104 47 1 78 184 15 18 53 35 23 28 26 33 37 78 40 41 79 96 5 5298 2 85 245 581 136 144 257 internal_value=-2.68459e-05 0.00494467 0.00182149 0.00385173 -0.016237 0.00957685 -0.0471685 0.00758985 -0.0156679 0.0110919 0.00643957 -0.0115467 -0.0298212 0.0163065 -0.00598803 -0.0440534 0.0240126 -0.000755309 -0.00112438 0.0151914 -0.0368862 0.00518695 -0.000718243 0.00524732 -0.0225463 -0.0375701 0.00812583 0.0111511 -0.0234864 0.0137522 internal_weight=691.791 88.4116 74.5996 71.4869 11.2154 6.11342 5.10193 60.2716 7.88765 52.3839 42.2005 14.9494 10.1313 27.2511 6.99987 4.4327 20.2513 603.379 589.73 13.6489 6.62226 2.47633 583.108 109.828 10.3072 8.69848 99.5213 90.8292 8.69218 85.1385 internal_count=8000 952 821 760 310 125 185 450 70 380 327 155 132 172 59 52 113 7048 6930 118 141 45 6789 1491 332 330 1159 974 185 838 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=31 num_cat=0 split_feature=103 59 10 14 35 34 10 32 46 74 32 32 239 9 24 618 13 12 58 33 81 57 110 239 9 241 0 32 239 5 split_gain=0.970909 1.08672 2.32555 2.4629 2.10923 1.92632 2.37236 2.15773 1.73286 1.65229 1.7173 2.77547 1.54122 1.43875 6.30926 5.10001 4.56832 4.79069 5.47664 6.23421 4.42539 4.1355 3.76665 3.70653 3.70148 3.4847 3.23777 3.93048 3.19374 3.09488 threshold=1.0000000180025095e-35 0.24195000000000003 -22540.999999999996 8.5000000000000018 0.20025000000000001 0.22390000000000002 -13829.499999999998 0.30762483859168338 0.014750000000000001 0.014550000000000002 0.57579659482178502 0.71439530561173159 0.019076583111388556 0.029709000000000003 15.500000000000002 1.0013262369774323 -1257.4999999999998 -9782.4999999999982 0.11705 0.6321930890012285 -521.49999999999989 0.039450000000000006 1.0000000180025095e-35 0.27496734756831853 0.034176500000000005 89550.000000000015 102496.50000000001 0.2686390082343536 0.12644231577847434 154800.00000000003 decision_type=10 10 2 10 10 8 2 10 10 10 8 10 8 2 2 8 2 2 10 10 2 8 2 8 2 2 2 10 10 2 left_child=1 4 -3 5 9 -4 8 -8 -7 13 -11 -12 -10 -1 15 -15 17 20 19 22 -17 -18 -19 24 -16 -21 -26 -28 -27 -23 right_child=-2 2 3 -5 -6 6 7 -9 12 10 11 -13 -14 14 23 16 21 18 -20 25 -22 29 -24 -25 26 28 27 -29 -30 -31 leaf_value=0.00014762363454804949 0.021518207659077887 -0.060096094088189611 0.041314629440186046 -0.039207310356838214 -0.045035416378230393 0.025465631459276952 0.043188636333291092 -0.045946259367704204 0.029940735929922663 0.024665429159453779 -0.058168742716376204 0.032050263631660997 -0.059777144997185762 0.02082084095053954 -0.040618506758007267 0.032802870463502255 -0.067751488019476946 -0.058758772566832429 0.029248334049642635 -0.040513417356905307 -0.063849183554928343 -0.023761520460716952 0.037305459167790218 0.045970696352095143 0.046056777472597565 -0.054719094614052811 0.051252815921844365 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-0.042509 0.0101359 0.00174152 -0.0545278 0.0166013 0.00219026 -0.00102221 0.0169083 -0.00850012 0.0303968 0.0102999 internal_weight=689.38 684.191 27.4557 26.3074 656.735 24.197 18.0598 3.8771 14.1827 654.076 15.4187 3.4199 2.00935 638.657 88.9897 67.0962 58.1439 40.7604 34.1633 31.2571 6.59712 17.3835 24.2358 21.8936 14.6869 7.02122 10.9293 5.83927 3.91025 15.4774 internal_count=8000 7957 369 332 7588 286 250 87 163 7506 183 86 40 7323 1554 1223 1123 931 799 757 132 192 537 331 259 220 163 131 82 148 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=31 num_cat=0 split_feature=219 14 9 40 78 33 11 51 625 239 628 625 81 624 52 52 243 54 11 7 32 118 59 57 240 242 7 0 32 33 split_gain=0.962549 1.01712 3.05368 2.68643 2.37583 2.35684 5.32704 1.87084 1.79918 1.6881 1.48873 2.23942 2.23612 2.01968 1.62139 3.71248 6.15008 2.04507 2.38848 2.0426 5.37802 4.3899 5.49588 5.17082 4.85136 4.34189 3.06376 4.16585 3.33948 3.39442 threshold=1.0000000180025095e-35 20.500000000000004 0.029709000000000003 0.13015000000000002 2.5000000000000004 0.61697391881022823 -458.49999999999994 0.82035000000000013 2836.5300000000002 0.026904177992125456 5851.3500000000013 6915.1050000000005 -536.49999999999989 8629.6275000000023 0.039850000000000003 0.024700000000000003 0.039828899661401858 0.36205000000000004 -2434.4999999999995 37185.750000000007 0.083983937625394411 1.0000000180025095e-35 0.11180000000000001 0.018450000000000005 0.38875100909480248 0.14885833333333334 40074.750000000007 106983.50000000001 0.68379237702057794 0.18684085751638402 decision_type=2 10 2 10 8 8 8 10 8 8 8 8 2 8 10 10 2 10 8 2 10 2 10 10 2 2 2 2 10 10 left_child=1 4 3 5 8 -3 -7 -5 9 -1 12 -12 -10 -13 15 17 -17 19 -19 -15 -21 23 -23 25 -25 -22 27 28 29 -27 right_child=-2 2 -4 7 -6 6 -8 -9 10 -11 11 13 -14 14 -16 16 -18 18 -20 20 21 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.03596197292366448 0.026185614505984792 0.027526459726064573 -0.043522386932222094 -0.069997180125386388 -0.058763649773630869 -0.064113715784463635 0.032538540532443767 0.015788186919895385 0.025006596083749125 -0.060480415509295296 -0.048346130216892706 0.030853103404389893 -0.030651598709439405 0.00010473683379883742 0.0082991039527097587 0.012768097449284628 -0.06275648684005225 0.052444176905995725 -0.013196770917953661 -0.077771917137633817 -0.050539469472832423 -0.047588314487305661 0.024623336568123419 -0.06282279566030978 0.019891647974743347 0.033455635301301904 0.014025335988511814 -0.066613639942388989 0.051409076529462805 -0.059614823836862743 leaf_weight=0.57152734650298986 3.4846047086175522 18.767306898138497 2.5423317736713207 1.5306300377123983 1.7492999119131116 2.4951051064999774 3.3259416532237074 1.0868222496937958 11.373248662799595 2.2015493672079174 2.4456620888086036 5.1247246647253633 2.1449192199506788 482.20036050105409 46.707296952430625 4.7411978672025707 6.2473685219883919 3.7685062922537327 2.1918816398829213 2.7037857845425597 3.3165585530223316 11.27677152660908 3.4382673245854667 5.7427910351834708 2.5642789505072869 1.6263793872203658 43.628329405211844 2.9530249622184783 2.428941777558066 2.4637609138153493 leaf_count=7 28 105 63 37 61 63 21 12 106 87 57 41 35 5039 667 85 182 18 41 28 85 331 45 159 25 9 433 63 15 52 internal_value=-2.63909e-05 -0.000160052 0.00888187 0.013779 -0.000571582 0.0189052 -0.00889001 -0.0343773 -0.000415421 -0.0406038 -0.000243726 -0.000592949 0.0161753 -0.000408486 -0.000663593 -0.00138375 -0.0301702 -0.000829098 0.0283053 -0.0011368 -0.00842498 -0.00606469 -0.0307156 -0.000460305 -0.03729 0.00496265 0.00842921 -0.0173464 0.00497072 -0.0226068 internal_weight=686.843 683.359 29.7481 27.2058 653.61 24.5884 5.82105 2.61745 651.861 2.77308 649.088 635.57 13.5182 633.124 628 581.292 10.9886 570.304 5.96039 564.343 82.1429 79.4391 14.715 64.7241 8.30707 56.417 53.1004 9.47211 6.51908 4.09014 internal_count=8000 7972 301 238 7671 189 84 49 7610 94 7516 7375 141 7318 7277 6610 267 6343 59 6284 1245 1217 376 841 184 657 572 139 76 61 is_linear=0 shrinkage=0.05 Tree=255 num_leaves=31 num_cat=0 split_feature=78 241 241 79 104 627 7 7 43 12 31 12 39 31 7 7 32 33 239 32 24 242 236 19 11 241 242 81 14 11 split_gain=0.960819 1.68978 2.75267 3.56813 2.85298 3.03423 2.40603 2.55325 2.05873 1.92558 2.00977 1.90998 1.81317 2.98643 4.40629 4.13728 4.52916 2.07546 3.84709 1.69671 1.34371 5.98151 4.58186 4.44319 7.66937 3.81577 3.39149 6.18948 8.02172 3.22923 threshold=1.0000000180025095e-35 156662.25000000003 74625.000000000015 2.5000000000000004 1.0000000180025095e-35 3386.7450000000003 24237.000000000004 24754.500000000004 0.074550000000000019 -9782.4999999999982 0.2904846699880313 -8868.4999999999982 0.082800000000000012 0.39688425021409152 12809.250000000002 33399.000000000007 0.10373493510155167 0.19238191506527844 0.12864113048249018 0.10373493510155167 8.5000000000000018 0.11001666666666667 1.0000000180025095e-35 1.0000000180025095e-35 -640.99999999999989 167458.98375000004 0.21288289473684213 -501.49999999999994 13.500000000000002 -399.99999999999994 decision_type=8 2 2 10 8 10 2 2 8 2 8 2 8 8 2 2 10 10 10 10 2 2 2 2 8 2 2 2 10 8 left_child=20 2 11 9 5 6 -5 -8 -9 -4 -11 19 -13 -14 17 16 -16 -15 -19 -2 21 22 25 26 -25 -1 -23 28 -28 -29 right_child=1 -3 3 4 -6 -7 7 8 -10 10 -12 12 13 14 15 -17 -18 18 -20 -21 -22 23 -24 24 -26 -27 27 29 -30 -31 leaf_value=-0.061680370936662149 0.027690561992166757 0.021113397445962228 0.020563313264140563 -0.074192274170332348 0.032749343163290576 0.049995604433480702 0.0546536774735535 0.012917686160970221 -0.055299462338847465 -0.00064458981220141256 -0.063790000204966613 0.026167905508043085 0.025959390293217189 0.044798104127130783 0.037784893074140402 0.013727746705909684 -0.060755358181245833 -0.064774354525276093 0.036488202298601315 -0.046897579704351204 -0.0017599806807607494 0.021731321167421169 0.04400648624778191 -0.067844152492282997 0.013866627728625389 0.014178714465759587 -0.075298049535563558 -0.007058249728785858 0.022261700726294867 0.041198105184628492 leaf_weight=7.0836219973862136 1.0615979135036462 13.54957455571275 1.1621596003533339 1.9881652803742289 5.0207357886247346 1.5439422894269226 1.1953852176666258 1.8708058405318295 2.7053621695376933 1.6478161872364596 5.3553975115064532 14.026852468610739 10.957897472195326 4.6006351858377474 1.3924890793859939 4.6800466765998854 7.1719860513112508 1.5847518355585637 2.298036729262094 2.7056680624373257 504.38723501499044 47.795320233854 1.7639316618442542 4.7812272689770907 7.1904765055514854 2.16415665630484 5.0884250825038198 6.4519855894614011 3.5960606029257178 7.4929352920735237 leaf_count=142 6 131 15 39 23 6 3 23 56 14 140 118 54 18 8 48 134 35 18 63 6204 312 7 102 54 22 93 49 26 37 internal_value=-2.70871e-05 0.00489765 0.00188658 -0.0126627 0.0023738 -0.0140184 -0.0267552 -0.0104142 -0.0274113 -0.0390411 -0.0489322 0.00836857 0.0111306 0.00467741 -0.00605558 -0.024076 -0.0447338 0.0220783 -0.00484189 -0.025879 -0.000739847 0.00476869 -0.029842 0.00939417 -0.0187668 -0.0439279 0.0141813 -0.00176492 -0.0349006 0.018871 internal_weight=684.315 86.5193 72.9697 22.4898 14.3244 9.30366 7.75972 5.77155 4.57617 8.16537 7.00321 50.48 46.7127 32.6858 21.7279 13.2445 8.56448 8.48342 3.88279 3.76727 597.795 93.4081 11.0117 82.3964 11.9717 9.24778 70.4247 22.6294 8.68449 13.9449 internal_count=8000 952 821 319 150 127 121 82 79 169 154 502 433 315 261 190 142 71 53 69 7048 844 171 673 156 164 517 205 119 86 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=31 num_cat=0 split_feature=240 71 12 34 242 33 242 10 239 104 31 33 40 242 14 33 6 24 33 17 242 11 0 13 81 242 33 143 59 242 split_gain=0.951038 4.56848 2.39799 4.72096 2.3338 1.98043 1.76746 6.69374 5.63917 4.69735 5.62349 3.85419 4.68995 3.23519 4.02438 2.91635 2.9092 2.43829 2.33111 4.21065 2.28514 7.39068 4.70548 4.9263 3.28804 2.76189 6.50497 2.52915 4.77685 5.49788 threshold=0.10288074077526781 0.0087500000000000026 -3177.9999999999995 0.032250000000000008 0.33578333333333338 0.32885910741650776 0.30111686991869929 -21980.999999999996 0.20069198783628328 1.0000000180025095e-35 0.20024914172550759 0.11392442368259932 0.20260000000000003 0.27674166666666672 1.5000000000000002 0.41447195257438385 1581750.0000000002 16.500000000000004 0.57532772655854114 1.0000000180025095e-35 0.24203484848484849 -5378.4999999999991 102057.50000000001 -4234.4999999999991 -1.0000000180025095e-35 0.24814246031746026 0.50558277949122454 1.0000000180025095e-35 0.12625000000000003 0.050087500000000007 decision_type=2 10 2 10 2 8 2 2 10 10 8 8 10 2 10 10 2 2 10 2 2 10 2 2 2 2 10 2 8 2 left_child=1 2 4 -4 5 -1 13 -8 9 10 -9 -12 17 16 18 -10 20 -13 -15 -20 27 -22 24 -24 -23 26 -25 -2 -29 -30 right_child=6 -3 3 -5 -6 -7 7 8 15 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 21 22 23 25 -26 -27 -28 28 29 -31 leaf_value=0.029063957683180871 0.0014845226397653349 -0.040425150481805144 -0.047417537012049767 0.056394515485274743 0.035593274384975053 -0.058739147216187282 0.028796490788566782 0.026789317550865773 0.025586817204016746 0.037875941093355542 0.030240923772102891 -0.07104608918749987 0.011876958161289586 0.028816121761181646 -0.036155005802701819 -0.036430717576178898 -0.057167528075597968 0.0064979133596344413 -0.063953273515319417 0.040435638473774099 -0.063246212188622086 -0.077488473057646098 -0.06169902617884962 -0.089571733030105793 0.011619354683871548 0.014670375029557294 0.032740608148213307 0.0090408670646959649 0.051479409275814063 -0.038298146479249867 leaf_weight=1.2450968772173028 502.57464837537555 3.8848418458364895 3.2350793089717618 1.6556203975342212 14.022238493314942 1.3263227746938353 8.7904653338482586 2.7440129034221235 7.9018487215507758 2.1125294838566324 1.3977975845336938 14.54908708817675 2.2292304262518874 22.81171367113712 3.2555071515380396 2.4938909017364495 2.2582934338133773 1.0896720259916026 1.9855850639287373 1.8812582803657278 5.9089495292864731 3.3031553905457258 2.6912538505857766 2.167799683287746 1.5078168883919705 27.268016065703705 2.1803864282555878 14.286096592462853 1.8956828366499419 16.97960604322725 leaf_count=6 5644 96 65 7 106 40 65 14 49 8 5 272 32 134 73 71 116 19 64 17 153 65 73 28 7 201 16 220 9 325 internal_value=-2.68869e-05 0.00947215 0.0184947 -0.0122746 0.0275634 -0.0162244 -0.000394091 -0.010156 -0.0200757 -0.0333427 -0.0401784 -0.0497165 -0.0559715 0.000295637 0.0163268 0.0107091 -0.000527451 -0.065643 0.022731 -0.013167 -0.000307206 -0.0111256 -0.00325265 0.00324122 -0.049561 0.0087691 -0.0282385 0.000602056 -0.0127721 -0.0292816 internal_weight=681.634 25.3692 21.4844 4.8907 16.5937 2.57142 656.264 43.3085 34.5181 24.1223 22.0098 19.2658 17.868 612.956 29.9341 10.3957 583.022 15.6388 26.6786 3.86684 580.763 45.0274 39.1184 34.3075 4.81097 31.6162 4.34819 535.736 33.1614 18.8753 internal_count=8000 320 224 72 152 46 7680 535 470 350 342 328 323 7145 288 120 6857 291 215 81 6741 543 390 318 72 245 44 6198 554 334 is_linear=0 shrinkage=0.05 Tree=257 num_leaves=31 num_cat=0 split_feature=81 77 241 43 241 243 243 243 42 243 7 59 45 111 46 46 59 9 240 191 12 226 47 10 41 242 51 162 105 241 split_gain=0.954052 4.02895 4.72972 3.80422 2.15411 2.06512 2.38864 1.97587 1.67786 3.40023 1.96668 1.54417 2.25744 2.16521 1.88095 1.86792 2.8096 1.76307 4.15054 1.74463 2.70869 1.7353 4.81108 3.02995 1.71903 4.00805 3.15518 3.12348 2.60336 3.45893 threshold=-2425.9999999999995 1.0000000180025095e-35 66999.750000000015 0.018450000000000005 106125.00000000001 0.052356920876085206 0.06189217885145306 0.064186292415649257 0.38020000000000004 0.036129233139009252 57847.500000000007 0.24195000000000003 0.19245000000000004 1.0000000180025095e-35 0.014750000000000001 0.03280000000000001 0.12280000000000001 0.019967499999999954 0.22733991573533119 1.0000000180025095e-35 -7697.9999999999991 1.0000000180025095e-35 0.028650000000000005 -10064.999999999998 0.23000000000000001 0.29844285714285718 0.76805000000000012 1.0000000180025095e-35 1.0000000180025095e-35 89550.000000000015 decision_type=2 8 2 8 2 2 2 2 10 2 2 10 10 2 10 8 10 2 2 2 2 2 8 2 10 2 10 2 8 2 left_child=1 2 -1 -3 -4 -5 -7 -6 11 -10 -11 12 14 -14 19 -16 -17 18 -13 21 -21 24 23 -23 -2 26 27 -26 -28 -30 right_child=8 3 4 5 7 6 -8 -9 9 10 -12 17 13 -15 15 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 28 -29 29 -31 leaf_value=-0.039987667988538179 -0.00093967166083341815 0.037708977418051355 0.042896850609772393 -0.061658646522016004 -0.060078025669683892 0.02079072114337949 -0.061506436329768099 0.028585174875615755 0.014950546539414571 -0.05890306161914885 0.022382721192205329 0.020321143071109174 -0.058101328368866827 0.02514996309530082 0.027137321719325782 -0.063464570880429214 0.035130259782556197 0.022010094498465381 -0.060490587945069611 0.034680279783780396 -0.062771975099990066 -0.056486879301196585 0.032408295033547765 0.036998865316849039 0.026500526481516126 -0.062708753284573301 -0.032195778978072832 -0.040000388292099273 -0.036393445024338701 0.040342595660449815 leaf_weight=2.5101686347043204 545.09119735473359 2.4372379941050868 12.359860061114885 3.5719951522914934 1.0509104129159816 2.4519714695052248 1.3767711867985779 1.5628071601968256 3.8371371051762235 4.7312683206400834 0.88300111022545014 4.4962972169742015 3.1211305020260616 1.0416738960193468 11.096363066695627 1.5631308964220818 1.3436914458870886 15.688253237982279 2.4572352496907115 0.98757325718179378 2.5650245897704727 6.1402237870497629 2.9712620608625011 1.0091855227947206 26.280447037570415 1.8378882991382841 5.922079823969395 1.8929087753640477 2.250778232468293 4.2254280373454094 leaf_count=95 5777 31 82 138 60 34 48 18 74 186 25 35 130 16 100 35 11 164 73 9 61 159 30 9 262 58 160 49 37 34 internal_value=-2.80511e-05 0.00912531 0.0235281 -0.0164709 0.0341759 -0.0343137 -0.00880238 -0.00706408 -0.000411952 -0.0213254 -0.0461186 -0.000104059 -0.000572923 -0.0372691 -0.000324606 0.0177907 -0.0178887 0.0127212 -0.00823606 -0.000746567 -0.0356816 -0.000538894 -0.0210668 -0.0432908 -0.000185267 0.00951112 0.0127827 0.0220325 -0.0082362 0.0136733 internal_weight=678.755 27.3217 17.4837 9.83798 14.9736 7.40074 3.82874 2.61372 651.433 9.45141 5.61427 641.982 619.34 4.1628 615.177 14.0032 2.90682 22.6418 6.95353 601.174 3.5526 597.621 10.1207 7.14941 587.501 42.4095 40.5716 28.1734 12.3983 6.47621 internal_count=8000 506 255 251 160 220 82 78 7494 285 211 7209 6937 146 6791 146 46 272 108 6645 70 6575 198 168 6377 600 542 311 231 71 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=31 num_cat=0 split_feature=150 32 12 61 33 29 31 243 34 8 79 9 123 21 7 81 13 7 240 48 21 81 0 85 12 10 31 10 8 125 split_gain=0.9536 5.70911 3.7085 3.62479 2.65532 2.25174 2.70452 1.77881 1.42162 3.44222 4.00098 3.29104 4.53077 5.15941 3.37721 4.83888 5.30946 6.22506 4.40033 3.85382 3.80231 3.89773 3.62508 3.29686 3.32137 4.25336 4.82675 7.43972 6.41627 4.25622 threshold=1.0000000180025095e-35 0.44664389997845949 -2894.4999999999995 0.073700000000000015 0.29184269380725553 1.0000000180025095e-35 0.80614268508354348 0.027601101577567854 0.1208 992250.00000000012 5.5000000000000009 0.0064670000000000014 1.0000000180025095e-35 1.5000000000000002 15133.500000000002 -609.49999999999989 -4528.4999999999991 11256.750000000002 0.31472558729915273 0.12555000000000002 3.5000000000000004 -333.49999999999994 101564.50000000001 1.0000000180025095e-35 -2100.4999999999995 -23125.999999999996 0.384893780772748 -17548.999999999996 618750.00000000012 1.0000000180025095e-35 decision_type=2 10 2 8 10 2 8 2 8 8 10 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 10 2 left_child=8 5 3 -3 -5 6 -2 -6 -1 11 -11 12 -10 -14 15 18 -17 20 -13 -16 21 -18 -20 24 25 -21 29 -28 -29 -27 right_child=1 2 -4 4 7 -7 -8 -9 9 10 -12 14 13 -15 19 16 17 -19 22 23 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.0033390845997076733 0.030194531524454244 -0.055309056346079889 -0.059696994856065166 0.032782004237585954 0.046454064534688186 0.042243997219543257 -0.023047688201463308 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106.85998369770823 168.1353097781539 14.664433997531889 8.7217144123278576 7.3943505586939855 12.739133549563119 leaf_count=2426 45 134 146 33 6 34 39 96 182 473 37 69 44 161 94 68 73 230 56 130 11 147 406 52 758 1247 213 226 151 213 internal_value=-2.80992e-05 0.00813536 -0.0161319 -0.00108758 0.0148072 0.0254458 0.00854691 -0.0306124 -0.000459807 -0.00191595 -0.0206792 -0.000928474 -0.0173956 -0.00507916 0.000203892 -0.00877932 -0.0208954 -0.0288401 0.0031822 0.00248046 -0.0103129 -0.0196423 -0.00558298 0.00295519 0.00343022 -0.000121746 0.0010003 -0.0173032 -0.0407516 0.00411512 internal_weight=676.46 33.9765 14.1457 10.5147 8.1311 19.8307 9.88571 2.30549 642.484 464.454 23.2214 441.233 28.3892 20.5689 412.844 83.4712 41.4677 34.6376 42.0034 329.372 19.636 16.6436 32.4766 326.854 323.955 217.095 211.655 30.7805 16.1161 180.874 internal_count=8000 533 415 269 135 118 84 102 7467 5041 510 4531 387 205 4144 1060 529 461 531 3084 231 220 462 2990 2938 2180 2050 590 377 1460 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=31 num_cat=0 split_feature=135 5 107 132 22 50 32 0 13 32 107 32 240 12 240 33 32 243 77 57 13 243 106 10 33 14 10 24 10 81 split_gain=0.940949 2.26072 3.9669 3.99139 2.88245 3.30142 2.85201 3.45649 4.4978 2.52265 3.47871 2.20241 2.19327 2.01832 3.05249 2.69872 2.11354 1.85895 1.82812 1.63339 2.29708 1.6141 1.49206 3.21401 1.45601 4.91228 3.2153 2.91284 4.79585 2.80124 threshold=1.0000000180025095e-35 106875.00000000001 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.97495000000000009 0.093418472625969654 103515.50000000001 -1806.9999999999998 0.41905851403241079 1.5000000000000002 0.22712045928088423 0.45014071294559105 -1532.4999999999998 0.20740264581634307 0.67778009598813893 0.65175066695713102 0.048844984015155961 1.0000000180025095e-35 0.035450000000000002 -2525.4999999999995 0.052610555892588159 2.5000000000000004 -21058.499999999996 0.14509547980217227 11.500000000000002 -15886.999999999998 12.500000000000002 -14250.499999999998 -1079.4999999999998 decision_type=2 2 8 2 2 8 10 2 2 10 10 10 2 2 2 8 10 2 10 8 2 2 10 2 8 8 2 2 2 2 left_child=1 2 3 19 5 -3 -7 8 -8 10 18 -12 -6 14 -11 16 17 -16 -9 -1 -21 -14 24 -24 25 26 -2 -27 29 -29 right_child=22 4 -4 -5 12 6 7 9 -10 13 11 -13 21 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 27 -28 28 -30 -31 leaf_value=0.045756844786971833 0.0032910271573260395 -0.060375653295943382 -0.056288253235191404 -0.068150294223502259 0.034710313534954108 0.041312403117338123 -0.068925541293272719 -0.080058625531879188 0.0084467114726187783 -0.059466437568982469 0.047234415878832647 -0.01939743588083135 0.030050088203837162 0.036081191062349131 0.028911187093744347 -0.036911727176347879 0.044335654456092083 -0.026339264689557936 -0.0143493514633979 -0.040919728813445591 0.020657473651441632 -0.036411079489268493 0.030212508395365097 -0.072055573107268761 -0.0012885659162260533 0.02179135605024702 -0.073851070490124626 -0.0073369648871564122 0.015634744252391929 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-0.000535798 0.00768319 -0.0372419 0.0132209 -0.0061133 -0.0469575 internal_weight=673.262 81.6299 15.5247 11.6889 66.1051 47.8278 45.8323 40.918 7.5151 33.4029 9.19555 4.96064 18.2774 24.2074 15.7599 14.1509 11.8938 6.09591 4.23491 9.97398 7.03835 3.74031 591.632 3.29751 588.335 49.3637 5.41706 43.9467 13.4976 4.68981 internal_count=8000 922 215 145 707 592 519 503 139 364 89 41 115 275 221 175 106 62 48 110 93 43 7078 62 7016 258 46 212 85 43 is_linear=0 shrinkage=0.05 Tree=260 num_leaves=31 num_cat=0 split_feature=73 34 50 51 5 60 52 52 243 77 12 65 77 241 37 42 241 241 31 11 6 54 11 0 31 243 24 107 79 12 split_gain=0.937246 2.23083 1.02639 1.63329 1.38232 2.22647 1.16041 3.44515 4.43482 2.55525 2.32602 4.7161 2.44752 3.35705 3.38826 2.27881 2.05603 1.96076 1.93964 2.84244 1.67457 1.62829 2.35418 1.70778 3.7382 3.33625 2.82066 3.46294 5.24497 2.6154 threshold=0.0020500000000000002 0.0046500000000000005 0.99825000000000019 0.95755000000000012 269550.00000000006 1.0000000180025095e-35 0.038450000000000005 0.024700000000000003 0.039828899661401858 1.0000000180025095e-35 -3133.4999999999995 0.82225000000000004 3.5000000000000004 123793.87500000001 0.64980000000000004 0.68750000000000011 74625.000000000015 44850.000000000007 0.35790562454340441 -378.49999999999994 127721.25000000001 0.36205000000000004 -2434.4999999999995 110815.50000000001 0.37959522973814636 0.079321839981163864 9.5000000000000018 2.5000000000000004 2.5000000000000004 -5149.4999999999991 decision_type=8 8 10 10 2 10 10 10 2 10 2 8 10 2 10 8 2 2 8 10 2 10 8 2 10 2 2 8 10 2 left_child=-1 -2 3 6 5 -4 7 21 9 -9 11 12 13 14 -8 -10 18 -16 -12 -20 -13 23 -23 -3 25 26 -25 28 29 -28 right_child=1 2 4 -5 -6 -7 10 8 15 -11 16 20 -14 -15 17 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.030346157474400334 -0.060353779565324707 -0.0010892489287781415 -0.057575674930552635 -0.044245082046596343 0.054012333032907367 0.037652977539975978 0.028541976958688289 -0.057102416807058159 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3.0608668810455093 13.396790823200716 3.5285300321411341 3.5096082896925562 leaf_count=23 55 6301 36 69 12 17 29 54 179 41 13 2 37 89 28 10 106 142 69 11 149 18 41 67 118 55 47 93 22 67 internal_value=-2.80759e-05 -0.000143023 -4.48071e-06 -0.000167911 0.0235333 -0.00111761 -2.80676e-05 -0.00059972 -0.0281339 0.00852003 0.00765698 -0.00203698 0.00740365 -0.00232848 -0.0226269 -0.0552512 0.0207776 -0.040864 -0.00234362 -0.0223593 -0.0495358 -9.07836e-05 0.0263878 -0.000345537 0.00925883 0.0133438 0.0170724 0.00650709 -0.0156014 -0.0420073 internal_weight=671.106 668.576 667.041 662.442 4.59955 2.5429 660.347 614.627 11.1545 4.7432 45.7191 26.293 21.9336 16.3742 9.07726 6.41129 19.4261 6.69212 6.43164 4.19991 4.35941 603.473 5.75076 597.722 42.958 39.8977 37.4098 23.4958 10.099 6.57048 internal_count=8000 7977 7922 7857 65 53 7788 7113 284 95 675 476 325 288 199 189 199 170 93 80 151 6829 59 6770 469 351 296 229 136 114 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=31 num_cat=0 split_feature=240 71 12 34 242 33 242 10 239 104 31 33 40 242 159 14 31 13 6 613 242 11 242 32 13 0 242 7 241 11 split_gain=0.937369 4.1147 2.19931 4.40433 2.07953 1.84975 1.58671 6.06616 5.2284 4.3204 5.18379 3.52338 4.41351 2.91402 3.71973 3.13576 2.65679 2.89213 2.64516 2.46219 2.09975 6.86083 4.32036 8.10042 3.50834 3.00905 2.43914 3.20655 3.88669 3.17739 threshold=0.10288074077526781 0.0087500000000000026 -3177.9999999999995 0.032250000000000008 0.33578333333333338 0.32885910741650776 0.30111686991869929 -21980.999999999996 0.20069198783628328 1.0000000180025095e-35 0.20024914172550759 0.11392442368259932 0.20260000000000003 0.27674166666666672 1.0000000180025095e-35 1.5000000000000002 0.056106464723230109 -4261.4999999999991 1581750.0000000002 4.5000000000000009 0.24203484848484849 -5378.4999999999991 0.24814246031746026 0.70870886133701261 -4234.4999999999991 102057.50000000001 0.25702500000000006 47018.250000000007 37650.000000000007 -235.99999999999997 decision_type=2 10 2 10 2 8 2 2 10 10 8 8 10 2 2 10 10 2 2 8 2 10 2 10 2 2 2 2 2 10 left_child=1 2 4 -4 5 -1 13 -8 9 10 -9 -12 19 18 15 -15 -10 -18 20 -13 -2 -22 23 -23 -24 -26 -27 28 -28 -30 right_child=6 -3 3 -5 -6 -7 7 8 16 -11 11 12 -14 14 -16 -17 17 -19 -20 -21 21 22 24 -25 25 26 27 -29 29 -31 leaf_value=0.028583698441379563 0.00055735490704284755 -0.038541728486157056 -0.046388487686396834 0.055734861525860414 0.034488971795527484 -0.058159419984288155 0.027705468738359593 0.02567506751179955 0.02759674799547689 0.036855216459322139 0.029361722433272966 0.010410485798991731 0.011393568011967243 0.027104623463204275 -0.034334838997574196 -0.038717448046192871 0.032670829090232993 -0.066031222952235152 -0.056459759230655882 -0.069919427695774264 -0.062498869479333599 -0.082382868362728928 -0.059411058337871983 0.044599521436439485 -0.035281614775391053 0.03078057910708203 0.022125998325491798 0.035719412930990534 -0.06149687623966469 0.020876515436247346 leaf_weight=1.2112266346812348 527.24197717504285 3.772274390270467 3.122753905132412 1.5950382826849816 13.766282658558337 1.2476563734817316 8.5813756298739445 2.6896819807589116 7.0205574629362655 2.0482507911510757 1.3437940478324915 1.0239231002051381 2.2015381711535147 23.8088282904937 3.2926695153582832 1.9582450547604811 1.211235795170069 1.9164712284109553 2.105649222910869 13.950377677596409 5.6044714772142461 4.026773916091769 2.0482593137421601 1.8251711160410193 3.5149265124928268 11.904748408123853 4.1977932945592311 4.4779891988728187 4.5542453420348457 1.5757127534598119 leaf_count=6 6198 96 65 7 106 40 65 14 58 8 5 9 32 189 45 54 13 49 116 282 153 69 63 12 45 70 29 24 69 9 internal_value=-2.7554e-05 0.00952824 0.0181867 -0.0118616 0.0269238 -0.0154304 -0.000394212 -0.00979194 -0.0194244 -0.0324908 -0.0391878 -0.0486081 -0.0547082 0.000261094 0.0157076 0.0221023 0.010521 -0.0278079 -0.000522169 -0.0644266 -0.000315881 -0.0108442 -0.00325101 -0.0427782 0.00391615 0.00820759 0.0139305 0.000381949 -0.01494 -0.0403227 internal_weight=668.84 24.7152 20.943 4.71779 16.2252 2.45888 644.125 41.9872 33.4058 23.2576 21.2093 18.5196 17.1758 602.137 29.0597 25.7671 10.1483 3.12771 573.078 14.9743 570.972 43.7301 38.1256 5.85195 32.2737 30.2254 26.7105 14.8057 10.3278 6.12996 internal_count=8000 320 224 72 152 46 7680 535 470 350 342 328 323 7145 288 243 120 62 6857 291 6741 543 390 81 309 246 201 131 107 78 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=31 num_cat=0 split_feature=228 9 8 243 76 6 9 32 9 240 57 241 14 12 76 43 12 10 68 32 241 7 62 31 13 24 13 10 33 162 split_gain=0.936975 0.937068 1.02369 3.67332 6.25872 4.499 4.57664 6.0184 3.64304 5.076 5.2435 4.26345 7.79133 4.00894 7.96234 3.89069 3.73515 5.4829 3.8711 3.5865 3.44776 3.65175 3.40886 3.3027 3.26883 3.26746 3.17616 3.08519 5.41887 3.05849 threshold=1.0000000180025095e-35 0.0013045000000000003 452250.00000000006 0.037903074532296112 0.12290000000000002 519097.50000000006 0.027527500000000003 0.66459512487133987 0.0092545000000000023 0.26817103429958028 0.08975000000000001 40940.250000000007 1.5000000000000002 -3477.9999999999995 0.012250000000000002 0.066650000000000015 -9470.4999999999982 -21769.499999999996 0.060350000000000008 0.68170354746900497 56280.000000000007 45321.750000000007 0.073400000000000007 0.66044982592553703 -3939.4999999999995 8.5000000000000018 -872.99999999999989 -15056.999999999998 0.47674953178598795 1.0000000180025095e-35 decision_type=2 2 10 2 10 2 2 10 2 2 8 2 10 2 10 8 2 2 8 10 2 2 8 10 2 2 2 2 10 2 left_child=1 -1 3 4 -3 29 27 -8 9 10 -4 12 22 19 26 -11 17 24 -18 20 -12 -22 -10 -20 -13 -14 -15 -7 -29 -5 right_child=-2 2 8 5 -6 6 7 -9 11 15 13 16 25 14 -16 -17 18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.031628352812774929 0.024191494255812407 -0.055881290981050581 -0.052871379766513828 -0.002596717031908018 0.036001287485185142 0.033570098854907249 -0.072951568657886448 0.018934658372442667 -0.036170776711361194 0.00088354813364539375 0.019212218797669801 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leaf_count=18 29 165 167 2974 20 96 43 31 47 52 91 85 17 106 35 138 136 307 1891 50 107 25 197 313 13 99 19 92 55 582 internal_value=-2.8305e-05 -0.000173474 -0.000284706 0.0013678 -0.0299409 0.00212523 0.0151356 -0.0220679 -0.00263138 -0.0145054 -0.0071844 0.000181301 0.0157851 -0.000478541 -0.0243417 -0.0476956 -0.00291691 -0.025713 -0.00069009 0.010778 0.000439471 -0.0231448 0.0254965 0.000490272 0.0167246 -0.0391293 -0.0537614 0.0205773 0.00853695 -0.00016118 internal_weight=666.23 662.261 659.952 387.252 9.14716 378.105 56.5153 7.2116 272.7 52.2252 42.7873 220.475 36.5244 37.3109 11.9589 9.43795 183.951 16.37 167.581 25.352 19.4683 8.62841 31.0359 163.633 5.1955 5.48857 7.86778 49.3037 25.5898 321.589 internal_count=8000 7971 7953 4058 185 3873 317 74 3895 790 600 3105 360 433 160 190 2745 405 2340 273 223 132 244 2204 98 116 125 243 147 3556 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=31 num_cat=0 split_feature=78 242 243 240 241 33 144 243 29 7 106 13 7 9 10 81 12 75 3 241 240 203 12 10 10 14 8 241 5 11 split_gain=0.954016 1.62024 3.12247 3.29541 3.20787 4.3541 1.60082 1.56624 2.20881 2.15063 2.41943 1.65128 3.48295 3.52062 1.74914 3.20476 1.4939 2.73974 2.77974 1.37391 2.3884 1.29321 1.38012 3.2654 7.11674 5.8332 5.14661 5.26433 4.22005 7.58155 threshold=1.0000000180025095e-35 0.20544000000000004 0.029339801091616002 0.34755611818725746 63337.500000000007 0.34171764924473197 1.0000000180025095e-35 0.060967107588644605 1.0000000180025095e-35 20254.500000000004 1.0000000180025095e-35 -4040.4999999999995 26322.750000000004 0.025778000000000002 -10425.999999999998 -212.49999999999997 -3393.4999999999995 0.027850000000000003 1.0000000180025095e-35 51975.000000000007 0.15012520868113524 1.0000000180025095e-35 -8019.9999999999991 -14727.999999999998 -18407.999999999996 12.500000000000002 452250.00000000006 51975.000000000007 134550.00000000003 -2721.4999999999995 decision_type=8 2 2 2 2 10 2 2 2 2 8 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 10 2 2 10 left_child=21 6 -3 4 5 19 7 11 9 10 -9 12 13 -2 16 -16 17 -13 -19 20 -4 22 23 24 25 28 27 -26 -1 -30 right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 14 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.022690760864330427 -0.062029882653593271 0.035508826364200607 0.022764637353451793 0.037463005885164782 -0.057225546064354808 -0.062864683307246802 -0.025224706137747951 -0.046846529661040096 0.020620829389652144 -0.06541664693865476 0.02846402884540963 0.033565758247157698 0.03008784996048703 0.014712856979974055 -0.052271527244124316 0.023581989580558765 0.03617977914921694 -0.043401344681598938 0.026175292184672995 0.033722645957074131 -0.041577399074964466 0.023161956313704338 -0.0021544574480055621 0.021798462643115427 -0.06851373324504044 -0.061324948695488581 -0.053190477275942165 0.010259167032095052 -0.032069488797259904 0.023424162361240019 leaf_weight=35.887244485347765 3.2771236805710924 3.7488279035314944 3.1617174074053818 2.6503281323821275 4.7678710795589714 2.8345985192572689 3.1781245319289146 1.8836853513785152 4.6830880875932053 2.1437654981855303 2.4581235955120064 7.3788228430785177 4.7909819634514861 2.7473121833754703 2.1817633886821568 3.8490070246625754 15.677868124796076 3.2156182080507287 2.5932445698417723 3.3216332364827394 2.6521632996154949 5.6012097001075736 467.09808893903391 21.033596389155718 2.6204573898576227 2.8596992722013956 9.1258897790539759 11.126526341133284 12.250372412498109 12.369252951146336 leaf_count=384 91 34 19 24 99 93 37 43 30 53 22 61 50 33 35 21 95 54 16 15 27 32 5477 202 55 80 256 134 307 121 internal_value=-2.84852e-05 0.00497865 -0.0062633 -0.0143402 -0.0225428 -0.00872812 0.00930954 0.0112391 -0.00554631 -0.024441 -0.00420931 0.0153402 -0.00172979 -0.027033 0.0206308 -0.00385968 0.0257474 0.0133452 -0.0123403 0.00806956 -0.00658677 -0.000746747 -0.000979902 0.00413445 -0.000173757 0.00845579 -0.0240809 -0.00475657 0.0117538 -0.00418868 internal_weight=663.168 83.1957 23.1371 19.3883 16.738 11.9701 60.0585 56.8804 11.1687 6.48557 4.34181 45.7117 10.8154 6.02444 34.8963 6.03077 28.8656 13.1877 5.80886 9.13551 5.81388 579.972 574.371 107.273 86.2394 63.3666 22.8729 13.747 60.5069 24.6196 internal_count=8000 952 311 277 253 154 641 604 148 118 65 456 174 124 282 56 226 131 70 61 46 7048 7016 1539 1337 892 445 189 812 428 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=31 num_cat=0 split_feature=633 0 631 32 686 105 638 626 242 24 131 0 81 13 81 40 81 12 11 12 164 207 33 241 24 74 135 10 9 33 split_gain=0.971984 2.24488 1.34123 2.50833 1.23706 3.47949 1.70651 1.16219 3.09325 1.87694 1.21946 2.32763 2.30546 4.11921 2.32814 4.11451 2.49845 3.68152 4.75566 4.22604 2.07058 1.61965 4.81538 4.70821 4.32855 4.7731 5.9887 4.07579 6.1462 3.73123 threshold=-2120.9999999999995 102792.50000000001 -2172.4999999999995 0.62039098924182789 40873.747500000005 1.0000000180025095e-35 -15.499999999999998 17102.610000000004 0.14609000000000003 10.500000000000002 1.0000000180025095e-35 110597.50000000001 -1555.4999999999998 -4456.4999999999991 -6.4999999999999991 0.071400000000000019 -364.49999999999994 -3862.4999999999995 -3218.9999999999995 -2348.4999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.42854052718861196 28237.500000000004 8.5000000000000018 0.0068000000000000005 1.0000000180025095e-35 -19665.499999999996 0.008043500000000002 0.39881096876250383 decision_type=8 2 8 10 8 10 8 10 2 2 2 2 2 2 2 8 2 2 8 2 2 2 8 2 2 10 2 2 2 8 left_child=1 -1 3 -3 5 -2 -6 10 9 -9 21 12 13 -12 16 -16 17 18 -14 -19 -21 -8 29 -24 27 26 -26 -25 -29 -23 right_child=4 2 -4 -5 6 -7 7 8 -10 -11 11 -13 14 -15 15 -17 -18 19 -20 20 -22 22 23 24 25 -27 -28 28 -30 -31 leaf_value=-0.044187593546152398 -0.062277278910620827 -0.060448736041135598 0.038996260653896817 0.02789962503038584 0.042469061081153024 0.035752620205652945 0.00044743938964926419 0.036861826750337751 -0.062037285660509624 -0.034613081244155977 0.043073825438249308 -0.045873278120462178 0.028055984663946255 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87 50 18 48 21 93 12 47 67 40 67 35 12 201 52 7 51 32 487 21 47 32 internal_value=-2.79968e-05 0.0148393 0.0236319 0.000443739 -0.00027537 -0.0280533 -0.000104059 -0.000259204 -0.0212581 0.00781672 -4.42109e-05 0.00868086 0.0115118 -0.0230226 0.0161712 -0.018889 0.0214311 0.00884015 -0.0266595 0.0248676 -0.0279758 -0.000592695 -0.00708763 -0.0169595 -0.0233398 -0.0318747 -0.0379018 0.00663371 -0.0147874 0.00765152 internal_weight=660.714 10.8135 9.41159 3.75081 649.901 3.98349 645.917 643.572 6.52228 3.80756 637.05 37.6783 35.8195 4.25821 31.5613 4.11731 27.4439 16.1763 5.03162 11.1447 2.82458 599.371 82.7367 49.5497 42.3008 32.9254 29.9258 9.37541 6.59218 33.1871 internal_count=8000 134 101 63 7866 114 7752 7731 155 68 7576 460 412 111 301 59 242 175 88 87 47 7116 930 697 645 570 538 75 68 233 is_linear=0 shrinkage=0.05 Tree=265 num_leaves=31 num_cat=0 split_feature=246 150 49 32 12 33 33 28 13 242 33 242 239 239 11 79 0 12 243 240 107 243 239 12 14 7 33 7 123 148 split_gain=0.947803 1.00992 5.16353 4.0093 3.44296 2.9919 2.0371 1.7029 1.5985 1.98379 1.58032 3.10467 1.25452 4.34755 2.98147 2.6865 2.65511 5.34703 4.36228 5.68015 4.63247 3.8592 3.5555 3.45824 3.8234 3.94392 7.81075 5.60581 2.85695 3.20179 threshold=-777.49999999999989 1.0000000180025095e-35 0.10985000000000002 0.44664389997845949 -2861.4999999999995 0.3714916490179011 0.11392442368259932 1.0000000180025095e-35 -1829.4999999999998 0.09431142857142856 0.33365234483727518 0.17959411764705882 0.19596100291555049 0.18837649185449937 -3218.9999999999995 10.500000000000002 106893.50000000001 -618.99999999999989 0.048168154869436659 0.16668518930132617 1.5000000000000002 0.079202860608628703 0.39327405273582677 -1767.4999999999998 8.5000000000000018 28336.500000000004 0.22571712891307491 24356.250000000004 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 2 8 8 2 10 10 2 2 2 8 2 10 10 8 10 2 2 2 2 10 2 8 2 8 2 10 2 2 2 left_child=1 12 6 7 5 8 -3 10 9 -5 -4 -12 13 14 -1 -16 18 23 19 20 -14 28 -21 24 -18 27 -27 -26 29 -20 right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 11 -13 16 -15 15 -17 17 -19 21 22 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.059682162648118743 0.039010410369963472 0.0090765861746677796 0.041854067177194088 0.044830389627374637 -0.060415160430792182 -0.05377994921352728 -0.061972390009582004 0.057719813184299321 0.044720091007551269 -0.034380171250098207 -0.034470634998338169 0.034575131591748097 0.023848475636220681 -0.054470566503245055 -0.00068870094981611269 -0.047513778514815856 -0.05800886012450699 -0.066084980418330982 -0.040163076127929603 -0.063817801769396859 -0.059827832078082933 -0.057583960939326218 -0.00019482055234101018 0.038539638626206407 0.006742504759978063 -0.062377434418261095 0.036578305484803599 -0.069365373170954259 0.017470517261222569 0.033494127740620216 leaf_weight=2.1720252794330008 1.5511705647804763 1.462754773790947 5.5639408044517085 1.3030855592805894 2.3595937268109966 1.6043044667458159 3.2513525294780266 4.6408797129988661 3.660947950091213 2.0092219065409154 2.7914674174971887 3.9065799701493233 7.7458277086843754 3.8633846266602623 500.26069211855065 3.0820322585059321 2.070677334064384 2.1056974572129539 4.9090585235971949 7.9719159855740118 2.103151910007 2.1974207496532463 3.0307257013046192 12.182736497139556 14.674982415424894 2.2275334233418134 19.030251969816163 2.897112553328042 29.473329500760883 2.1093132285750471 leaf_count=90 10 28 18 9 89 113 155 8 17 35 38 22 117 95 5490 44 90 52 122 241 66 116 82 89 212 44 156 71 255 26 internal_value=-2.75429e-05 -0.000119759 0.00846583 0.01666 -0.00692834 0.00778531 -0.0399264 0.0319231 0.0219493 -0.00321817 0.0221596 0.00579973 -0.000567592 -0.00163148 -0.00122766 -0.000975417 0.00415588 0.0120564 -0.00316719 -0.0216022 0.00598023 0.00676844 -0.0462926 0.0151561 0.00819098 0.0117212 0.0262091 -0.00580541 0.0106435 -0.018026 internal_weight=658.213 656.662 32.5541 27.84 10.9372 8.57756 4.71411 16.9029 6.97326 3.31231 12.262 6.69805 624.108 509.378 505.515 503.343 114.73 55.189 59.5407 20.8516 9.84898 38.6891 11.0026 53.0833 40.9006 38.8299 21.2578 17.5721 36.4917 7.01837 internal_count=8000 7990 532 349 263 174 183 86 61 44 78 60 7458 5719 5624 5534 1739 714 1025 506 183 519 323 662 573 483 200 283 403 148 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=31 num_cat=0 split_feature=219 6 239 24 7 11 14 13 33 633 0 626 9 77 32 31 81 242 613 632 13 28 5 81 107 81 33 678 37 234 split_gain=0.936067 0.968927 3.60295 1.40283 1.24801 2.81022 2.39048 2.17282 3.30171 1.18318 2.03486 1.41653 2.67169 1.69747 1.27853 4.9697 1.86273 1.75098 1.53031 1.79619 1.76479 4.90972 3.98717 3.24684 6.70084 3.35874 3.84084 3.0284 2.88496 3.13549 threshold=1.0000000180025095e-35 74405.250000000015 0.03914712056103941 13.500000000000002 8403.7500000000018 -2282.4999999999995 10.500000000000002 -1428.4999999999998 0.39535748868774395 -2120.9999999999995 102792.50000000001 17102.610000000004 0.024887000000000003 2.5000000000000004 0.050590068756949359 0.20322139747393861 -594.49999999999989 0.19471000000000002 23.500000000000004 -279.99999999999994 -803.49999999999989 1.0000000180025095e-35 75487.500000000015 -907.49999999999989 1.5000000000000002 -1596.4999999999998 0.21579268234998664 6975.0000000000009 0.69060000000000021 1.0000000180025095e-35 decision_type=2 2 8 2 2 10 10 2 8 8 2 10 2 10 10 10 2 2 10 10 2 2 2 2 10 2 8 8 10 2 left_child=1 2 -1 -4 5 7 -7 8 -3 10 -6 14 -13 -14 15 17 -17 -11 19 20 27 22 -22 24 -24 -26 -27 -16 -25 -30 right_child=-2 4 3 -5 9 6 -8 -9 -10 11 -12 12 13 -15 18 16 -18 -19 -20 -21 21 -23 23 28 25 26 -28 -29 29 -31 leaf_value=0.053488510400948132 0.026230401723735964 0.021578752682965829 -0.060068987102862195 0.026034927305237751 -0.042002260585097456 -0.063884036686099807 0.0055081065689871287 0.043017025852452727 -0.05681954982146882 0.033252100070750919 0.02535623412659644 -0.060292056793776264 -0.029281905932884867 0.046573781176918849 -0.062007900528705695 -0.0029104495420076183 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6248 48 71 internal_value=-2.77061e-05 -0.00016368 0.0209405 -0.030368 -0.000339706 -0.0153098 -0.0419324 0.00405313 -0.0136159 -1.74084e-05 0.0168802 -0.000293938 -0.0250534 0.00806218 -6.4298e-05 0.0114601 -0.037721 0.0223662 -0.000513732 -0.000364469 -0.00067387 0.00593674 0.000632234 0.00270381 -0.0162196 0.00898144 -0.0313337 -0.00181565 0.00885429 -0.0185454 internal_weight=655.432 652.056 5.39368 2.09349 646.662 13.6289 5.73864 7.89021 5.42852 633.033 10.1928 622.84 5.72366 2.95072 617.117 23.1633 4.20427 18.9591 593.953 591.906 584.53 86.0905 71.9005 69.7417 17.1072 10.3771 3.44913 498.44 52.6344 8.12417 internal_count=8000 7972 70 60 7902 234 102 132 114 7668 126 7542 151 58 7391 142 40 102 7249 7212 7131 792 719 676 259 113 55 6339 417 119 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=31 num_cat=0 split_feature=238 48 43 641 150 32 12 61 33 29 8 32 243 0 1 9 241 48 67 49 106 12 8 33 77 10 242 33 154 151 split_gain=0.937158 1.06395 1.33377 0.947151 0.991473 4.75894 3.3447 3.01491 2.14735 1.95805 2.36015 1.9487 1.66047 1.47139 1.32832 3.1964 3.98938 3.59615 4.90491 5.31337 4.43557 4.34477 3.99782 3.97632 4.15883 4.80347 3.67867 5.88119 3.46858 4.09745 threshold=1.0000000180025095e-35 0.016300000000000005 0.018450000000000005 240339.66750000004 1.0000000180025095e-35 0.44664389997845949 -2894.4999999999995 0.073700000000000015 0.29184269380725553 1.0000000180025095e-35 537750.00000000012 0.20784208583797542 0.027601101577567854 103279.50000000001 1.0000000180025095e-35 0.018975500000000003 22275.000000000004 0.044650000000000002 0.29000000000000009 0.0011500000000000002 1.0000000180025095e-35 -114.49999999999999 110250.00000000001 0.62037702305691089 1.0000000180025095e-35 -21535.999999999996 0.22272111111111112 0.30543724103342862 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 10 8 10 2 8 2 8 10 2 10 10 2 2 2 2 2 10 8 10 10 2 10 10 8 2 2 8 2 2 left_child=3 2 -2 4 14 9 7 -7 -9 10 13 -12 -10 -6 -1 17 -17 20 19 -19 21 23 -22 28 -25 -26 -24 -28 29 -16 right_child=1 -3 -4 -5 5 6 -8 8 12 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 22 -23 26 24 25 -27 27 -29 -30 -31 leaf_value=0.0021035914627442159 0.036305383953676128 0.047686229144999009 -0.032084826919695664 0.029246875955628571 0.052189666934814152 -0.054730916644268227 -0.058869508420560115 0.030896323210280061 0.046535942033417765 0.040647098429774431 0.017168919837557594 -0.055941448574306475 -0.055138505480874893 0.0015210336412789175 -0.02579388065004716 -0.062888960535860947 0.0030223769005983054 0.03180815875006434 -0.045100945561120369 -0.0025082225998333926 0.05035907444483502 0.036922352977854865 -0.070995998755600018 0.023628130187940296 0.029723841422262795 -0.059135560006788518 0.036317919170120172 -0.065776464831623263 0.00021459270392958129 0.014395423390747062 leaf_weight=243.76923760616046 1.3942349725402885 2.1872319141984917 1.4588653930695725 2.7203425657935432 3.0428285105153954 2.0025485809310348 3.2639551428728693 5.4260273543186495 0.54227249114774201 9.3067403621971607 1.6611917056143286 2.0194218975957483 1.5474855564243624 2.7079242466716096 57.840433247736655 2.3260549468686795 176.2192744350541 15.675914176856166 4.8909175952139767 40.223929615080124 1.156756818294524 5.0079681398347011 6.9931187857291643 14.626850404863946 2.4840218728641048 3.9223213684817884 2.7136854156851768 2.9375467814970762 26.028211965167429 7.1231358700897536 leaf_count=2465 11 9 34 18 10 130 145 33 6 33 9 35 96 30 737 57 2350 128 113 672 7 27 151 198 28 133 12 71 196 56 internal_value=-2.7254e-05 0.0214493 0.00133567 -0.000194259 -0.000318341 0.0083302 -0.0151925 -0.000215154 0.0143103 0.0243763 0.00832059 -0.0229441 -0.0287549 0.0283307 -0.000762367 -0.0026497 0.0021637 -0.00713455 0.00291403 0.00711507 -0.0118035 -0.00864206 -0.0386126 -0.010679 0.00891406 -0.0246809 -0.0467521 -0.0167514 -0.015208 -0.0213872 internal_weight=653.22 5.04033 2.8531 648.18 645.46 31.5204 12.7823 9.51833 7.51579 18.7381 9.43137 3.68061 2.08976 5.75075 613.939 370.17 178.545 191.625 60.7908 55.8998 130.834 117.033 13.8011 112.025 21.0332 6.40634 12.6444 5.65123 90.9918 64.9636 internal_count=8000 54 45 7946 7928 527 410 265 135 117 84 44 102 40 7401 4936 2407 2529 913 800 1616 1375 241 1348 359 161 234 83 989 793 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=31 num_cat=0 split_feature=196 135 239 33 22 3 76 7 8 13 13 139 11 9 185 107 33 37 31 7 243 239 181 239 14 14 24 11 81 33 split_gain=0.935033 0.938738 2.00504 2.73571 2.77056 4.70396 2.86934 2.44905 2.61069 2.91301 4.10383 3.02424 2.35104 2.19164 2.10648 1.97937 1.80023 3.79158 1.69252 1.5551 1.41112 1.36102 3.14424 2.04467 2.03998 3.58294 3.01342 3.4238 2.39695 2.67777 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.071940757257596868 0.37486590641619366 2.5000000000000004 1.0000000180025095e-35 0.033750000000000009 31664.250000000004 452250.00000000006 -823.49999999999989 -1960.9999999999998 1.0000000180025095e-35 -3628.4999999999995 0.018975500000000003 1.0000000180025095e-35 2.5000000000000004 0.67778009598813893 0.79260000000000008 0.42516058193029321 13511.250000000002 0.048877939835330654 0.013646499317471902 1.0000000180025095e-35 0.014907933798992351 4.5000000000000009 3.5000000000000004 14.500000000000002 -2051.4999999999995 -881.99999999999989 0.31937944545855451 decision_type=2 2 8 10 2 2 8 2 8 2 2 2 8 2 2 10 10 10 8 2 2 8 2 8 8 8 2 10 2 8 left_child=1 2 7 4 5 13 -7 8 9 10 11 19 14 18 -5 -8 -14 -18 -4 -1 -6 -3 23 -23 25 26 27 -25 -29 -30 right_child=-2 21 3 12 20 6 15 -9 -10 -11 -12 -13 16 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.0018758376935127372 -0.037200810878769835 0.011330076284452295 0.018593424487202147 -0.055691825501009845 0.039130818553125925 0.034231227078209456 -0.070618394998875789 -0.046259296785330591 0.034303751885016553 0.019267928301467074 -0.069072384907572976 0.020156813317109615 0.031393559737995833 0.032771621247496649 0.054679937346096608 -0.0076107044822358435 -0.059320063472429685 0.051298217571114274 -0.050090092675706001 -0.07094026839259282 -0.0015173221877812762 -0.050687342978550404 -0.048989927770666269 -0.051964404366881725 4.2338449985139794e-05 -0.062890713839698006 0.020164949254886221 0.023618669077661487 0.0041468867885116958 -0.067308367737958161 leaf_weight=1.1943328939378317 1.6871979257848568 22.836591486120597 1.6791284326463958 1.667445970408153 4.9757782190572488 1.061072606127708 4.8492006862070411 3.3323010488529681 4.3751590804968137 6.0388913317583528 3.468720279633998 4.9638149467646144 21.713831046246931 5.1328155768569559 0.58359621930867422 1.6777071850374339 1.7093471246480469 1.416660434566438 1.925511159468442 1.8992389622144399 3.7399535034783185 2.0485356658464289 3.4100548787973812 5.3227613389608477 517.71743392008648 3.3162000231677657 6.9409350781497769 4.7174342594807968 3.2010653773322719 2.2207068491261452 leaf_count=21 64 253 9 86 24 10 90 66 37 40 55 42 191 39 2 18 72 7 34 32 32 41 67 171 6111 122 128 47 23 66 internal_value=-2.7018e-05 6.9602e-05 0.00523718 0.0108402 -0.00107325 -0.0132252 -0.0420256 -0.00632067 -0.000254736 -0.0088627 -0.0236012 -0.0040258 0.0218522 0.0117863 -0.0270773 -0.0544226 0.0262863 -0.00918949 -0.0180956 -0.0428282 0.0216885 -0.000630016 -0.00112761 -0.000828405 -0.000640457 -0.0143849 -0.00720481 -0.0194912 -0.0024438 -0.0251205 internal_weight=650.823 649.136 77.4045 52.132 25.0412 16.3254 7.58798 25.2725 21.9402 17.565 11.5261 8.05739 27.0909 8.73746 2.25104 6.52691 24.8398 3.12601 3.60464 3.09357 8.71573 571.732 548.895 545.485 543.437 25.7191 22.4029 15.462 10.1392 5.42177 internal_count=8000 7936 907 614 256 200 118 293 227 190 150 95 358 82 88 108 270 79 43 53 56 7029 6776 6709 6668 557 435 307 136 89 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=31 num_cat=0 split_feature=78 241 23 24 59 240 33 12 31 10 81 13 10 14 33 130 9 36 76 151 33 164 29 81 12 0 0 20 0 240 split_gain=0.93077 1.51319 2.28622 1.7069 3.27185 1.95268 1.37097 3.45378 1.88819 1.686 3.06321 1.68347 1.61689 1.92594 1.33467 2.44001 1.42769 2.1504 1.65269 1.25016 3.13756 3.14821 1.61498 2.69699 1.57677 3.54201 3.79376 4.05571 3.33906 4.30882 threshold=1.0000000180025095e-35 156662.25000000003 1.5000000000000002 8.5000000000000018 0.057750000000000003 0.12539410603033566 0.51099066457943965 -5329.9999999999991 0.056106464723230109 -10728.499999999998 -609.49999999999989 -4209.4999999999991 -12284.499999999998 11.500000000000002 0.37486590641619366 1.0000000180025095e-35 0.017320500000000003 0.98035000000000017 0.074750000000000025 1.0000000180025095e-35 0.55583709744822496 1.0000000180025095e-35 1.0000000180025095e-35 -617.49999999999989 -8303.4999999999982 100640.50000000001 109737.00000000001 1.0000000180025095e-35 108353.00000000001 0.52679681487182528 decision_type=8 2 2 2 10 2 10 2 8 2 2 2 2 8 10 2 2 10 8 2 8 2 2 2 2 2 2 2 2 2 left_child=19 2 -2 4 5 -4 9 11 -9 12 -11 -8 13 -5 16 -16 17 -15 -18 24 22 -22 23 -21 25 -1 28 -28 29 -27 right_child=1 -3 3 6 -6 -7 7 8 -10 10 -12 -13 -14 14 15 -17 18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.060947269100147944 -0.042028146698593005 0.020781244939977076 0.018682237872207772 -0.034093836592339416 0.036189024384810684 -0.057385810602685619 -0.053953890435204335 0.053868204711981504 -0.056902536355447279 -0.058910915978066573 0.0095688423478783053 0.02860248216385371 0.029432377984160308 -0.031303187374775471 0.022697877312094234 -0.060320282375797556 -0.010085247327010114 0.031237663314422504 0.030344063829806995 0.027178475367480876 -0.061315962107924962 0.022403775272271317 0.039870412073684483 -0.04002731135701304 -0.00236810598878183 -0.0033442147482205518 -0.042008931013477226 0.040627582755285635 0.028325449713197816 0.02747375298731727 leaf_weight=2.0015544471680178 2.8222061917767851 12.786513700964859 1.0766099565662433 2.5202653133310333 1.9009605713654307 3.8990563220504555 0.72132582706399251 0.43001404404640009 3.6516484813619172 2.3566373081412166 5.3183532087132397 4.2905724988668226 12.093249242287127 3.3575417366810205 1.8554165270179501 1.6924184809904546 3.0726035831030485 2.3270937353372574 14.255832977592943 4.7858128410298386 2.534117513569071 2.0164396627806127 7.3117456755135208 2.169551703147591 458.33156985399546 46.650529809528962 7.0496794595092052 1.8809425411745904 18.587851839954965 14.985370061593128 leaf_count=61 61 131 13 40 20 70 42 1 164 33 35 61 64 36 17 46 27 18 73 46 84 20 28 36 5482 749 194 12 155 181 internal_value=-2.71737e-05 0.00500719 0.00202537 0.00394344 -0.0196089 -0.0409266 0.00673861 -0.0110871 -0.0452325 0.010057 -0.0114581 0.0167207 0.0140674 0.00767797 0.0116415 -0.0169042 0.0160423 -0.00570112 0.0231753 -0.000739652 0.0119327 -0.0242181 0.0234632 0.00621531 -0.00117363 0.0048322 0.00630898 -0.0246043 0.00975028 0.00414847 internal_weight=648.733 80.4283 67.6418 64.8196 6.87663 4.97567 57.943 9.09356 4.08166 48.8494 7.67499 5.0119 41.1744 29.0812 26.5609 3.54784 23.0131 5.68464 17.3284 568.305 18.8177 4.55056 14.2671 6.95536 549.487 91.1559 89.1544 8.93062 80.2238 61.6359 internal_count=8000 952 821 760 103 83 657 268 165 389 68 103 321 257 217 63 154 54 100 7048 214 104 110 82 6834 1352 1291 206 1085 930 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=31 num_cat=0 split_feature=8 54 239 6 12 77 42 5 107 239 9 239 45 12 7 12 133 59 10 13 48 13 243 58 0 9 32 162 57 46 split_gain=0.918431 3.31065 2.84974 2.2109 4.94649 3.0774 2.28834 2.9972 1.87632 2.29534 3.40375 1.67389 2.98743 1.37049 1.76879 1.38767 3.69982 4.90088 4.4213 5.10322 3.69644 3.85757 3.14115 3.80103 3.08333 2.0527 5.72822 4.30802 3.62643 5.44667 threshold=1307250.0000000002 0.12065000000000002 0.040185938992597904 1215249.7500000002 -451.49999999999994 1.0000000180025095e-35 0.15960000000000002 89550.000000000015 1.0000000180025095e-35 0.073557648196857561 0.0076745000000000008 0.22918774443004383 0.24305000000000002 -12884.999999999998 5555.2500000000009 -9702.9999999999982 1.0000000180025095e-35 0.049950000000000008 -19309.999999999996 -2544.9999999999995 0.066700000000000009 -1665.4999999999998 0.065357818106739365 0.078550000000000023 108353.00000000001 0.011311499999999952 0.65658397972684035 1.0000000180025095e-35 0.004850000000000001 0.00090000000000000008 decision_type=8 8 8 2 2 8 10 2 10 8 2 8 10 2 2 2 2 8 2 2 10 2 2 10 2 2 10 2 8 10 left_child=3 -2 -3 13 5 -5 7 -7 11 -10 -11 12 -4 14 -1 16 17 -15 20 -20 21 -19 23 -21 -22 26 -17 -28 29 -27 right_child=1 2 8 4 -6 6 -8 -9 9 10 -12 -13 -14 15 -16 25 -18 18 19 22 24 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=0.054127106851784915 -0.054526328896815482 -0.057412942225316912 -0.058358346153043084 -0.059778317793723307 0.045929456045492284 0.052645214864176886 0.021329041654699746 -0.059904482162631258 0.044880508517360043 0.031970141528268985 -0.058759297517121105 0.045965094687858345 0.051829288438092105 0.033236206912795899 -0.054200826411216409 -0.0093787117777531723 0.035028967293026202 -0.063662567526587055 0.038011918174547618 -0.064124847865846504 -0.038164920019184971 0.041828950158531449 0.020112929453609152 0.017772193026368767 0.035631466533290648 -0.06308760561065048 -3.5990476947602682e-05 0.039687232790472843 0.0023283807254659825 0.0071946563640318852 leaf_weight=0.45441660284995977 1.7779021870810563 1.2013902003527643 1.1828195684938703 5.5753780555678505 2.4192923465743652 0.74427320994436863 3.1748365658568218 2.8820565599598922 1.9819418680854131 1.7936978403013197 2.4397537047625519 8.1603892903076485 1.2816989831626413 9.3918605223880132 2.2067470420588506 137.45746095717186 10.225732081220483 7.1329347795981386 8.0752359329490009 4.2411870647920313 2.6209568385384037 0.986447380390019 3.9220232267980464 2.1274877846444724 3.0773373388219625 5.3305574242840503 17.918853151117219 11.024833481176758 380.20745318435365 5.7089588354574516 leaf_count=1 111 51 42 175 16 2 42 90 14 18 100 51 6 90 178 1606 82 167 61 102 78 6 32 27 28 168 353 78 4127 98 internal_value=-2.602e-05 0.0105711 0.016986 -0.000361046 -0.0194595 -0.0322413 -0.00966738 -0.0368046 0.0222937 0.000472556 -0.0203176 0.0350587 -0.0010541 0.000100598 -0.0357029 0.000256934 0.00808499 0.00145797 -0.0078156 0.00825894 -0.0291813 -0.0508461 -0.0150886 -0.0367667 0.00168848 -0.000470232 -0.0051218 0.0150948 0.00150813 -0.0267419 internal_weight=646.726 19.8196 18.0417 626.906 14.7958 12.3765 6.80117 3.62633 16.8403 6.21539 4.23345 10.6249 2.46452 612.11 2.66116 609.449 51.8012 41.5755 32.1836 18.3659 13.8177 8.11938 10.2907 6.36867 5.69829 557.648 166.401 28.9437 391.247 11.0395 internal_count=8000 393 282 7607 325 309 134 92 231 132 118 99 48 7282 179 7103 673 591 501 222 279 173 161 129 106 6430 2037 431 4393 266 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=31 num_cat=0 split_feature=238 43 81 77 241 43 243 243 241 243 6 81 50 163 34 42 243 7 41 76 118 31 79 81 243 0 13 59 239 241 split_gain=0.889549 0.996738 0.928634 3.53879 4.10162 3.37969 1.94917 2.11729 1.7339 1.80989 1.36447 1.29786 2.80546 2.97217 2.93951 1.2547 2.94237 1.94523 1.48968 3.25249 2.73216 4.77443 5.90698 4.91917 5.30335 4.04646 7.58908 6.00603 4.28159 5.05858 threshold=1.0000000180025095e-35 0.021350000000000004 -2425.9999999999995 1.0000000180025095e-35 66999.750000000015 0.018450000000000005 0.052356920876085206 0.06189217885145306 106125.00000000001 0.064186292415649257 127721.25000000001 -2223.4999999999995 0.97840000000000005 1.0000000180025095e-35 0.072550000000000017 0.38020000000000004 0.036129233139009252 57847.500000000007 0.23000000000000001 0.037250000000000005 1.0000000180025095e-35 0.17333906334237648 1.0000000180025095e-35 -333.49999999999994 0.048168154869436659 105789.50000000001 -2919.4999999999995 0.093650000000000025 0.051940436891028056 179156.25000000003 decision_type=2 8 2 8 2 8 2 2 2 2 2 2 10 2 10 10 2 2 10 10 2 10 10 2 2 2 2 10 10 2 left_child=2 -2 3 4 10 -5 -7 -8 -6 -10 -1 12 13 -4 -14 18 -17 -18 20 -20 -13 25 -23 24 -24 26 27 -22 -28 -30 right_child=1 -3 11 5 8 6 7 -9 9 -11 -12 15 14 -15 -16 16 17 -19 19 -21 21 22 23 -25 -26 -27 28 -29 29 -31 leaf_value=0.037155844553394386 0.042965164489703174 -0.0021838517194772283 -0.063759299555090257 0.036990446034659862 0.041345626604602899 -0.061197381249418252 0.020331857359707731 -0.060276278803662889 -0.05937845152741314 0.028986005574693746 -0.059034490263384559 0.00077434430669984222 0.036075358805747734 0.014551454120859095 -0.054811367597234685 0.015248683713694346 -0.058215919888587854 0.025241112686951974 0.047829376421324059 0.0040684416101475895 -0.071076584648301175 -0.055304394779450775 0.033902723423498857 -0.066969575202898771 -0.029638998249752531 0.010156197226182927 0.025752964837858158 0.035549176628490879 -0.041908776164414192 0.029059443219124338 leaf_weight=0.4637534841895169 2.5363373588770619 2.359754036355298 4.153575071715748 2.2810659011010985 11.559431665315058 3.2686618417574218 2.3332990805502054 1.2516142548120113 0.94107706271461156 1.5081180348934138 1.7982123566034713 437.29693838920502 3.2937902045086958 1.7106426753234698 1.2188426752691155 3.5878233465482463 4.1403676222544163 0.83983170200372104 4.567330984864383 60.358356393087888 7.6291156332008558 10.681549044646092 7.3277478801319393 2.849904144066385 5.9502400910132565 35.111957937828265 9.8923266348429042 1.5971924749901516 7.8127218307927233 3.7001893769484013 leaf_count=7 15 39 111 31 81 138 34 48 60 18 86 4640 32 21 58 72 179 23 30 1009 141 331 76 68 117 326 53 10 125 21 internal_value=-2.62985e-05 0.0212048 -0.000188942 0.00917854 0.0231609 -0.0157268 -0.0332725 -0.00781116 0.0332486 -0.00496709 -0.0393133 -0.000576713 -0.0181094 -0.0409154 0.0115272 -0.00027517 -0.0192725 -0.0441422 -1.50418e-06 0.00714689 -0.00087744 -0.00868184 -0.0264654 -0.00736522 0.00542789 -0.00142992 -0.0147107 -0.0526183 0.0016286 -0.0191 internal_weight=644.022 4.89609 639.126 25.4052 16.2706 9.13464 6.85358 3.58491 14.0086 2.4492 2.26197 613.72 10.3769 5.86422 4.51263 603.344 8.56802 4.9802 594.776 64.9257 529.85 92.5529 26.8094 16.1279 13.278 65.7435 30.6315 9.22631 21.4052 11.5129 internal_count=8000 54 7946 503 252 251 220 82 159 78 93 7443 222 132 90 7221 274 202 6947 1039 5908 1268 592 261 193 676 350 151 199 146 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=31 num_cat=0 split_feature=9 1 216 149 160 10 43 123 424 241 11 164 11 81 3 81 164 12 33 71 170 107 10 28 31 72 240 0 129 7 split_gain=0.884166 0.930501 2.93031 2.41458 2.77914 4.05534 3.31436 3.16192 2.87738 3.56367 2.81344 5.43771 4.70062 4.29834 4.19975 4.12942 4.33727 5.21467 6.64212 6.04666 4.09192 4.60239 3.85266 4.91813 4.62193 3.61168 3.51171 3.30682 6.19569 3.09288 threshold=0.0013045000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -10903.499999999998 0.047950000000000007 1.0000000180025095e-35 0.75000000000000011 41751.000000000007 -1672.4999999999998 1.0000000180025095e-35 -1487.4999999999998 -1633.4999999999998 1.0000000180025095e-35 -2085.4999999999995 1.0000000180025095e-35 -2473.4999999999995 0.43561987392395524 0.13940000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -13222.499999999998 1.0000000180025095e-35 0.75069214886987468 0.22190000000000001 0.14337054930806772 102954.50000000001 1.0000000180025095e-35 13511.250000000002 decision_type=2 2 2 2 2 2 8 2 10 2 8 2 8 2 2 2 2 2 8 10 2 10 2 2 10 10 2 2 2 2 left_child=-1 2 -2 4 10 6 7 -6 9 -8 11 14 26 29 20 -14 -17 19 -19 -18 22 -22 23 24 25 -3 -12 28 -16 -13 right_child=1 3 -4 -5 5 -7 8 -9 -10 -11 12 13 15 -15 27 16 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031417514336164042 0.0026912610461269047 -0.048919670358498785 -0.054851966940907382 0.043726782070513344 0.023584976773609687 0.012557354486835698 -0.008079935486599462 -0.059964452952570538 0.048715822579869415 -0.058196258086394281 0.014458267516892756 0.028972459831069299 0.019901782357387873 0.029901431134408379 -0.063516202340101843 -0.0016408192156182413 -0.055531632865196717 0.02609600874137756 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-0.000136788 0.00219117 -0.00169998 -0.00204744 -0.0159296 -0.0267388 0.00419477 -0.0379612 -0.0426997 -0.000728767 0.00521684 -0.00414176 0.0230577 -0.000811132 -0.00263276 -0.00480194 -0.0226071 -0.000747646 -0.0431394 -0.00900694 0.0116921 -0.0173995 -0.0284586 -0.0357906 -0.043881 -0.0395068 0.0127475 -0.0235813 -0.0261275 internal_weight=641.474 639.246 256.805 382.442 379.539 32.9251 23.8684 6.35404 17.5143 16.6065 346.614 126.407 220.207 31.9235 94.4833 211.195 192.651 29.0463 14.0685 14.9778 58.8875 16.9883 41.8992 27.3486 24.4276 21.4584 9.01157 35.5958 5.32662 3.89937 internal_count=8000 7982 2731 5251 5239 589 516 109 407 404 4650 1887 2763 345 1542 2612 2370 427 144 283 1062 216 846 670 646 579 151 480 123 106 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=31 num_cat=0 split_feature=50 51 33 52 52 243 77 12 65 77 241 37 42 241 241 51 595 594 6 0 12 31 9 242 24 31 10 170 13 9 split_gain=0.881189 1.39841 1.28069 1.01294 3.13406 4.03872 2.23054 2.04606 4.1465 2.19142 2.90496 2.89799 1.96153 1.76774 1.75477 1.7937 1.59631 1.96019 1.55396 1.47648 3.48321 5.01726 3.29423 2.74235 3.29217 4.28828 4.47156 3.16652 1.99379 3.83813 threshold=0.99825000000000019 0.95755000000000012 0.37486590641619366 0.038450000000000005 0.024700000000000003 0.039828899661401858 1.0000000180025095e-35 -3133.4999999999995 0.82225000000000004 3.5000000000000004 123793.87500000001 0.64980000000000004 0.68750000000000011 44850.000000000007 74625.000000000015 0.78765000000000007 -28.499999999999996 -26.499999999999996 127721.25000000001 110815.50000000001 -1804.4999999999998 0.21830832302890071 0.0050430000000000015 0.29844285714285718 10.500000000000002 0.20914414159772385 -14772.999999999998 1.0000000180025095e-35 -803.49999999999989 0.0083519999999999515 decision_type=10 10 10 10 10 2 10 2 8 10 2 10 8 2 2 10 8 8 2 2 2 8 2 2 2 10 2 2 2 2 left_child=1 3 -2 4 16 6 -6 8 9 10 11 -5 -7 -13 15 -9 -1 -18 -10 28 23 -22 -23 24 -21 26 27 -26 -19 -30 right_child=2 -3 -4 7 5 12 -8 14 18 -11 -12 13 -14 -15 -16 -17 17 19 -20 20 21 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.037471548581256058 -0.018704410196390752 -0.042749481510252159 0.040572169307050529 0.026908796323990142 -0.056418638862347485 -0.067258451473387493 0.028086600658771773 -0.033035628617264272 0.051177573889489819 0.035279983723831232 0.021814954024971574 -0.00026210865031967955 0.010845373610947109 -0.057794063459864757 0.03102398841258136 0.021918127844564605 0.054331005126041679 -0.0020648135856840442 -0.058097249690225498 0.035558440180027392 0.04918225166421121 0.016647698843066081 -0.070321477560117876 -0.036231202870288588 -0.061767729807553344 -0.065237141660372311 0.034568706101866749 0.023084195030116082 0.027085001617664875 0.00069294209546982681 leaf_weight=2.8438403540058061 1.3101408092770714 1.9234892507083703 2.992498951673042 2.2196726455586084 1.0161331164999845 4.9966868143819738 3.3728091719240183 2.6240803576074567 0.35696669202297826 5.1525442202109835 6.8160862657241514 1.9486136257182805 0.95800262130796898 4.2412912941945251 12.159703930839894 3.4203961549792439 1.6603247006423771 453.24014916821761 3.6723081984964665 16.081441259477291 1.838472670642658 1.5035165136214343 3.9478399336221628 2.3478729305788866 2.6644026949652462 1.9946882625226852 8.6256739110685867 1.8720353459939358 17.637951901415363 62.910056945576798 leaf_count=99 27 69 39 29 54 179 41 46 2 37 89 28 10 142 106 47 4 5618 150 104 7 11 90 40 76 75 47 17 129 588 internal_value=-2.8503e-05 -0.000181535 0.0225226 -5.20048e-05 -0.000590124 -0.0278701 0.00852185 0.00739261 -0.00206951 0.00709438 -0.00244396 -0.0221062 -0.0546929 -0.0396827 0.0200791 -0.00193887 -0.000102919 8.14744e-05 -0.0484162 -7.52638e-05 0.00908329 -0.0222457 -0.0463349 0.0158832 0.0198002 0.00308053 0.0134339 -0.0267522 -0.000776599 0.00647213 internal_weight=638.35 634.047 4.30264 632.124 589.512 10.3436 4.38894 42.6117 24.4075 20.3782 15.2257 8.40958 5.95469 6.1899 18.2042 6.04448 579.168 576.324 4.02927 574.664 40.8759 7.28983 5.45136 33.5861 31.2382 15.1568 13.1621 4.53644 533.788 80.548 internal_count=8000 7934 66 7865 7189 284 95 676 477 325 288 199 189 170 199 93 6905 6806 152 6802 467 108 101 359 319 215 140 93 6335 717 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=31 num_cat=0 split_feature=78 242 9 243 22 10 32 81 144 243 29 7 106 13 33 33 24 239 9 0 241 7 33 57 242 108 12 130 6 32 split_gain=0.868428 1.40188 2.80283 2.26884 2.82675 2.32729 1.83766 1.65477 1.42976 1.47739 1.90731 1.85398 2.13241 1.45177 4.04549 1.60424 2.07811 1.82865 2.20542 1.38256 1.25837 1.51796 3.51425 6.24459 6.50851 5.65339 4.28405 3.40807 2.97386 3.63229 threshold=1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 0.029339801091616002 2.5000000000000004 -14250.499999999998 0.36097867308248693 -1167.4999999999998 1.0000000180025095e-35 0.060967107588644605 1.0000000180025095e-35 20254.500000000004 1.0000000180025095e-35 -4261.4999999999991 0.29184269380725553 0.27716319182680405 10.500000000000002 0.26018442854747098 0.010804500000000002 100048.00000000001 15468.750000000002 13511.250000000002 0.23988384837774554 0.011650000000000002 0.22912333333333332 1.0000000180025095e-35 -11702.499999999998 1.0000000180025095e-35 233496.00000000003 0.36996946197229308 decision_type=8 2 2 2 2 2 10 2 2 2 2 2 8 2 8 8 2 10 2 2 2 2 8 10 2 2 2 2 2 10 left_child=19 8 3 -3 5 6 -5 -6 9 13 11 12 -11 14 -2 16 -15 -17 -19 -1 -21 22 -22 24 26 -25 -24 -28 29 -29 right_child=1 2 -4 4 7 -7 -8 -9 -10 10 -12 -13 -14 15 -16 17 -18 18 -20 20 21 -23 23 25 -26 -27 27 28 -30 -31 leaf_value=-0.047256732417580834 0.030232113857007283 0.036927427474832873 -0.061107274132756878 0.013975294154518966 -0.0046139758108094397 0.019734716168106729 -0.047465346298563513 -0.077889095695991756 -0.023817128174575899 -0.045997185363928716 0.019176642450730613 -0.063846539945080799 0.027123444473433296 0.029475299387506256 -0.047764919588909306 0.027199033974612586 -0.030707061934985704 0.035205337097218757 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0.0049125 -0.00588113 -3.75772e-05 -0.00785238 0.0026023 -0.0236024 -0.049556 0.00907326 0.0110027 -0.00587578 -0.0241337 -0.00477862 0.0151156 -0.00630338 0.0190765 -0.00487944 0.0237136 -0.0196478 -0.000718736 -0.000585648 -0.00079773 -0.00730276 -0.0131827 -0.0246436 0.00983372 -0.0308187 -0.0355828 -0.022803 -0.0121063 internal_weight=636.096 78.0389 21.7128 19.6351 16.2085 12.9596 5.12332 3.24885 56.3261 53.205 10.4246 6.03003 4.05415 42.7803 6.67652 36.1038 5.85513 30.2487 2.25054 558.057 556.466 552.073 77.149 59.1816 39.5085 19.6731 36.1605 33.5867 20.4321 15.5442 internal_count=8000 952 311 247 217 168 99 49 641 604 148 118 65 456 128 328 49 279 43 7048 7019 6987 1213 1100 749 351 727 695 383 261 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=31 num_cat=0 split_feature=633 0 12 40 686 105 638 131 33 33 77 32 6 243 241 242 207 242 107 78 23 62 12 241 241 9 6 80 6 13 split_gain=0.878088 1.82491 1.25907 2.158 1.02134 3.05082 1.51115 1.04996 3.60677 2.3274 2.46953 2.1703 2.88405 2.54499 3.29775 2.62486 1.54273 4.36316 3.60993 3.56884 3.44289 4.53395 4.5331 6.06752 4.48425 6.05696 3.6183 2.84032 2.47035 4.18564 threshold=-2120.9999999999995 102792.50000000001 -4048.4999999999995 0.13980000000000001 40873.747500000005 1.0000000180025095e-35 -15.499999999999998 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 1.5000000000000002 0.14518529480735023 284395.50000000006 0.042542375174117804 123525.00000000001 0.17081176470588239 1.0000000180025095e-35 0.30436666666666673 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 0.018200000000000004 -2974.9999999999995 29625.000000000004 75187.500000000015 0.0076745000000000008 592785.00000000012 1.0000000180025095e-35 519097.50000000006 -4261.4999999999991 decision_type=8 2 2 8 8 10 8 2 10 8 8 8 2 2 2 2 2 2 10 10 2 10 2 2 2 2 2 10 2 2 left_child=1 -1 3 -3 5 -2 -6 16 9 11 -11 -9 -13 -14 -15 -16 28 18 20 -19 21 22 24 -24 25 -18 -22 -27 -8 -30 right_child=4 2 -4 -5 6 -7 7 8 -10 10 -12 12 13 14 15 -17 17 19 -20 -21 26 -23 23 -25 -26 27 -28 -29 29 -31 leaf_value=-0.040472325661291664 -0.060926027426639988 0.037824477815427901 0.040436042895241719 -0.034970217650362144 0.041610849951956408 0.034875622155493301 -0.0031183556639452921 0.035342659023201654 -0.055133538094890189 0.033938849487296217 -0.018874491481685178 -0.062894030949091323 -0.046594589205217377 0.033815873286005486 -0.077395759422292473 0.013607924978765645 0.024260325604416641 -0.071616227468681778 -0.067042308695176772 0.014022370146777166 0.029678115559530229 0.010570193814888329 0.02069934972048084 -0.061757013923177444 0.017808831348954918 -0.069680671811491041 -0.028318452721444232 0.012840120037098472 -0.010424446520569628 0.0069145584390515524 leaf_weight=1.3088906804332499 2.3289687956275889 2.0963668695185325 4.705020746565423 1.9793954852502791 2.1628171185730025 1.292043601919431 260.78203934473277 3.3232454843819168 2.1216848521726197 13.831478209467607 2.6351390909403554 2.1482794902985907 2.318759345682337 6.0093769368249905 1.4943332648836078 1.6867953131441025 3.6641870802268368 4.3997072009369722 2.1936843900475642 1.6814862552564589 13.309369745489677 20.523072164272889 2.8921233676373985 9.7599694075470307 10.666779124003368 5.8236313231755048 3.3703127587214103 1.2701843573013318 42.14354717603419 199.9092173241952 leaf_count=33 94 19 36 46 21 20 3162 13 121 94 35 57 71 30 33 13 19 92 46 17 77 268 15 147 109 110 39 13 877 2273 internal_value=-2.81131e-05 0.0146043 0.0228142 0.00247171 -0.000264808 -0.0267422 -0.0001102 -0.000256222 0.0080834 0.0120935 0.0254872 -0.00089467 -0.00971218 0.000214559 0.0120245 -0.029141 -0.000765559 -0.00723533 -0.00386659 -0.0479366 -0.00192231 -0.00799592 -0.0191775 -0.0429084 -0.00516355 -0.0279411 0.0179593 -0.0549049 0.000258036 0.00389568 internal_weight=633.832 10.0897 8.78078 4.07576 623.742 3.62101 620.121 617.958 35.5691 33.4474 16.4666 16.9808 13.6575 11.5093 9.19051 3.18113 582.389 79.5545 73.4733 6.08119 71.2796 54.5999 34.0769 12.6521 21.4248 10.758 16.6797 7.09382 502.835 242.053 internal_count=8000 134 101 65 7866 114 7752 7731 467 346 129 217 204 147 76 46 7264 952 843 109 797 681 413 162 251 142 116 123 6312 3150 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=31 num_cat=0 split_feature=103 73 34 59 32 239 59 11 81 76 59 24 66 10 5 12 7 32 7 33 0 10 13 12 189 107 13 13 32 240 split_gain=0.897767 0.990767 2.00671 0.979734 2.18478 3.7123 1.9172 1.86968 1.81752 1.29451 2.30383 2.21389 1.68824 1.52699 3.32448 1.26932 1.5902 1.24183 3.62316 2.30767 3.27439 1.65051 4.7075 2.05708 1.51487 1.51064 2.38177 2.88624 3.73908 3.60973 threshold=1.0000000180025095e-35 0.0020500000000000002 0.0079500000000000022 0.0099500000000000022 0.66317028733266092 0.072571845585658115 0.012050000000000002 -4927.9999999999991 -740.49999999999989 0.014350000000000002 0.018850000000000002 9.5000000000000018 0.0024500000000000004 -16018.999999999998 90144.000000000015 -12884.999999999998 5555.2500000000009 0.071899890026603006 32661.000000000004 0.41447195257438385 104346.00000000001 -12399.499999999998 -4131.4999999999991 -2190.4999999999995 1.0000000180025095e-35 6.5000000000000009 -4586.4999999999991 -4177.4999999999991 0.30248840053627774 0.55020915896081035 decision_type=10 8 8 8 10 8 8 8 2 8 8 2 8 2 2 2 2 10 2 8 2 2 2 2 2 10 2 2 8 2 left_child=1 -1 -3 4 5 -4 7 -5 -7 11 12 -8 -11 14 -13 16 -12 18 19 20 -17 22 -21 -24 25 -19 -27 -28 -29 -30 right_child=-2 2 3 6 -6 8 9 -9 -10 10 15 13 -14 -15 -16 17 -18 24 -20 21 -22 -23 23 -25 -26 26 27 28 29 -31 leaf_value=0.032379445779956655 0.021485489647336067 -0.046927900178755061 -0.055635704719345147 0.027909249357191523 0.039801172272310073 -0.029931752865939923 -0.036305234390426551 -0.060960108240903192 0.030259022657332581 0.016731378489013567 0.053668145586020524 0.042606011841901804 -0.068090490042154755 0.036179462152321512 -0.062508612310698611 0.020373932462375541 -0.054080067757415279 -0.001449781236254439 -0.038414720144148685 0.039053952588182547 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-0.00123713 -0.000448333 -0.0391018 0.0166616 -0.000244268 -0.000579568 0.0157236 -0.0447322 0.0242808 -0.00577163 -0.000359227 -0.0361431 -0.000208688 0.0095076 0.0155774 -0.00795954 0.0244458 0.00858282 -0.0342096 -0.000753378 -0.00098397 0.0137256 0.0182123 0.0027987 -0.0208985 internal_weight=631.531 626.719 624.393 622.092 14.4475 9.53176 607.645 3.19112 7.17197 604.454 592.022 12.4315 2.93978 10.6757 3.02798 589.082 2.46782 586.615 31.1396 27.6389 7.56392 20.075 9.02557 3.75384 555.475 551.176 16.9185 16.0032 10.4807 6.43138 internal_count=8000 7957 7935 7859 181 134 7678 87 98 7591 7446 145 65 111 55 7381 176 7205 188 155 46 109 66 43 7017 6983 174 150 122 99 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=31 num_cat=0 split_feature=150 32 12 61 33 29 8 7 8 13 32 242 241 10 208 13 243 239 116 241 6 242 14 240 243 242 62 8 125 11 split_gain=0.85668 4.67243 2.95549 2.76729 1.92651 1.62702 2.22292 1.71818 1.42436 1.23442 2.98506 3.23257 3.4185 2.05839 1.90686 1.8628 1.56966 2.91331 2.25396 1.44918 2.96742 4.5403 4.04451 3.82373 5.54655 3.63017 2.80271 5.32766 5.02526 5.45934 threshold=1.0000000180025095e-35 0.44664389997845949 -2894.4999999999995 0.073700000000000015 0.29184269380725553 1.0000000180025095e-35 537750.00000000012 43650.000000000007 1550250.0000000002 -4843.4999999999991 0.28596708180499503 0.21817210526315786 99816.750000000015 -22791.499999999996 1.0000000180025095e-35 -4780.9999999999991 0.06144134086806171 0.10463937403253291 1.0000000180025095e-35 43762.500000000007 630373.50000000012 0.30733142857142859 3.5000000000000004 0.16388798762108223 0.048398019801980205 0.38807500000000006 0.084550000000000014 1037250.0000000001 1.0000000180025095e-35 -1761.9999999999998 decision_type=2 10 2 8 10 2 10 2 8 2 8 2 2 2 2 2 2 8 2 2 2 2 10 2 2 2 8 8 2 10 left_child=9 5 3 -3 -5 6 -2 -8 -6 10 13 16 -13 -1 15 -11 17 -12 -19 20 21 23 -22 -17 -25 -23 -21 28 -28 -30 right_child=1 2 -4 4 8 -7 7 -9 -10 14 11 12 -14 -15 -16 19 -18 18 -20 26 22 25 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.029315172952317111 0.028974280389459591 -0.054188647838167785 -0.058307110060010048 0.029115894233644274 -0.054890311918286319 0.039620450146898134 -0.055354466342315681 0.014893540527182359 0.045006536816601078 -0.042881803887565503 -0.041331028299735256 -0.059629365358166847 0.022910894556556208 -0.063992496080615829 -0.047561986238556231 0.036150828786031673 0.041340826339543134 -0.036211347609845478 0.032157816227660029 0.0054986715436465064 0.025186909212147831 -0.063586352608986832 -0.023025562549757 -0.032896533106680281 0.0053617448655121289 -0.0013594299137274805 -0.00056901831983731561 -0.032282842472277473 -0.00064698952191242489 -0.040720317466500559 leaf_weight=0.81880031200125847 5.626773020252589 1.9457871082995559 3.0621349723660343 5.1297622937709102 1.4226674817036833 8.8593671533744782 1.8236306634498762 1.66533229034394 0.47628532664384704 2.6138496368148472 2.0681417341693349 2.6696304336655876 2.3663254025159404 2.1250709999585551 2.1855669266078612 8.0364339151419681 7.9069185581465709 1.3818508511758469 9.4458704143908037 98.398484249570174 26.690577882574875 4.8185038388473895 5.1969660043832837 11.044080730527638 66.618283676914871 4.5634128593374044 290.86806482794054 15.961901478178332 16.829690901664435 17.169802900287323 leaf_count=7 40 134 146 33 94 34 25 19 8 96 65 120 26 66 47 51 70 38 126 1366 218 93 97 151 621 52 2881 459 406 411 internal_value=-2.64389e-05 0.00821743 -0.0158916 -0.00141921 0.0131892 0.0243615 0.00953168 -0.0218241 -0.0298347 -0.000438946 0.0096642 0.0150993 -0.0208448 -0.0380402 -0.000948223 -0.000769117 0.0238007 0.0130462 0.0234324 -0.000574703 0.00413015 -0.000296513 0.0173293 0.00331862 -7.88249e-05 -0.0333189 -0.00193474 -0.00408079 -0.00269512 -0.0208841 internal_weight=629.79 30.0117 12.0366 8.9745 7.02872 17.9751 9.11574 3.48896 1.89895 599.778 28.7826 25.8387 5.03596 2.94387 570.996 568.81 20.8028 12.8959 10.8277 566.196 126.968 95.0807 31.8875 85.6988 77.6624 9.38192 439.228 340.829 324.868 33.9995 internal_count=8000 533 415 269 135 118 84 44 102 7467 518 445 146 73 6949 6902 299 229 164 6806 1283 968 315 823 772 145 5523 4157 3698 817 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=31 num_cat=0 split_feature=228 33 0 0 13 9 47 242 79 11 239 33 14 12 38 10 21 78 0 0 81 154 81 8 13 240 32 7 10 0 split_gain=0.852879 0.985966 3.02877 2.76688 2.39065 2.24052 3.71076 3.55334 3.01667 2.1972 6.12225 4.4136 4.44231 3.31238 3.11029 3.63926 3.15592 3.10383 3.33877 2.93922 3.24949 3.2222 6.73537 4.49583 3.43175 2.89359 2.59322 2.27963 3.67452 2.71694 threshold=1.0000000180025095e-35 0.32885910741650776 110641.50000000001 110394.50000000001 -207.49999999999997 0.031042000000000004 0.017050000000000006 0.14691250000000003 2.5000000000000004 -2051.4999999999995 0.15902911793683658 0.11392442368259932 23.500000000000004 -5241.4999999999991 0.006949999999999951 -18298.999999999996 1.5000000000000002 1.0000000180025095e-35 104983.50000000001 110037.50000000001 -63.499999999999993 1.0000000180025095e-35 -810.49999999999989 407250.00000000006 -1538.4999999999998 0.6397690353938642 0.20784208583797542 17547.750000000004 -11942.499999999998 102011.00000000001 decision_type=2 8 2 2 2 2 10 2 10 10 8 10 8 2 10 2 2 10 2 2 2 2 2 8 2 2 10 2 2 2 left_child=1 2 3 4 5 9 7 8 -7 10 -1 -12 -13 -11 15 16 -14 18 -17 20 21 22 26 25 -25 -24 -15 -28 29 -29 right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 13 11 12 14 19 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=-0.075444744880256959 0.023526597443980106 -0.0013714495891374232 0.02268986195533006 -0.04769791955338562 0.032816530157983907 -0.036815430550653727 0.022722424099277841 -0.075016800163218725 0.040215012305870011 0.022359769146464759 0.025356162191508089 -0.050530245044308225 -0.0020213089836863306 0.048722080594368333 0.029686903042366698 0.01003856381184598 -0.072092277478004715 0.045097568896989119 -0.056188898841865245 0.035840567794599362 0.020001323156496477 0.014216792516232738 -0.097339917618374683 -0.049646284018120199 0.024454459136749148 -0.030470411099673463 0.023769865647211164 -0.0012332895112782719 0.013329086164935508 -0.078241755803845292 leaf_weight=3.0011165936011812 3.8202420547604552 456.8264056306507 17.676609235466458 2.8840365409851065 5.9433431406505397 3.9083216764265654 3.7676459169015279 3.6008419832214713 1.8835146045312283 25.321429676725529 11.181353853084145 5.852081322809684 2.8152864975854799 2.6226275116205242 5.8720913571305564 5.8440011129714531 3.7437591375783086 3.357625838369132 2.8220126359956339 5.3725292207673183 11.835428342223166 10.33457652851939 4.3634741199202844 3.2570707239210606 3.0030941967852423 2.5710025725420564 4.4901325288228682 1.8284916654229162 4.4444436235353333 3.0657335929572582 leaf_count=40 29 6723 108 34 27 67 38 65 8 144 56 91 27 8 37 44 49 12 36 19 56 52 45 32 16 31 22 11 28 45 internal_value=-2.61703e-05 -0.000170483 0.00312138 0.000799669 0.001757 0.000439948 -0.0191982 -0.0360136 -0.011765 0.00247495 -0.00648136 -0.00149279 -0.0113984 0.00730419 -0.00203405 -0.0120578 -0.0420163 0.00428492 -0.0115278 0.000638025 -0.00301194 -0.00982453 -0.0182053 -0.0448168 -0.0140991 -0.0725476 0.00313813 -0.00550686 -0.0195834 -0.0494712 internal_weight=627.31 623.49 166.664 148.987 146.103 140.16 13.1603 9.39268 5.79184 126.999 44.4893 41.4882 30.3069 82.51 24.4548 18.5827 6.55905 12.0236 8.66601 57.1886 51.8161 39.9806 29.6461 13.1946 6.26016 6.93448 16.4514 13.8288 9.33867 4.89423 internal_count=8000 7971 1248 1140 1106 1079 178 140 75 901 392 352 296 509 205 168 76 92 80 365 346 290 238 124 48 76 114 106 84 56 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=31 num_cat=0 split_feature=8 54 239 6 12 47 241 107 239 9 37 239 45 12 7 12 133 59 10 13 48 13 0 243 58 243 240 6 8 33 split_gain=0.848571 3.0581 2.50776 1.98951 4.51321 2.74763 2.57598 1.59791 1.96786 3.23873 1.57246 1.45268 2.62061 1.23995 1.50944 1.18343 3.35239 4.29349 4.04056 4.54693 3.34814 3.43451 2.83819 2.76046 3.43763 1.97883 2.12228 1.7994 5.26742 3.73846 threshold=1307250.0000000002 0.12065000000000002 0.040185938992597904 1215249.7500000002 -451.49999999999994 0.027850000000000003 22275.000000000004 1.0000000180025095e-35 0.073557648196857561 0.0076745000000000008 0.70420000000000005 0.22918774443004383 0.24305000000000002 -12884.999999999998 5555.2500000000009 -9702.9999999999982 1.0000000180025095e-35 0.049950000000000008 -19309.999999999996 -2544.9999999999995 0.066700000000000009 -1665.4999999999998 108353.00000000001 0.065357818106739365 0.078550000000000023 0.026929550500681153 0.082944508160643415 788782.50000000012 677250.00000000012 0.12972141596514833 decision_type=8 8 8 2 2 10 2 10 8 2 8 8 10 2 2 2 2 8 2 2 10 2 2 2 10 2 2 2 10 8 left_child=3 -2 -3 13 5 6 -5 11 -9 -10 -8 12 -4 14 -1 16 17 -15 20 -20 21 -19 -22 24 -21 -17 -27 28 -28 -30 right_child=1 2 7 4 -6 -7 10 8 9 -11 -12 -13 -14 15 -16 25 -18 18 19 23 22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.053483225516925026 -0.054322233254136876 -0.056448260879922496 -0.057417170823686407 0.050438510062068176 0.045014114723287382 0.023623020730995186 -0.0024701313241491337 0.043946172909457515 0.032113682491487286 -0.057983383894690245 -0.059259337366338295 0.044704713657187131 0.05119273756523849 0.031633967852735638 -0.05383993727726169 -0.059057571870899321 0.03365608549818791 -0.062661593161513027 0.036584627600567757 -0.06296502869451194 -0.038388727387465016 0.040556436555352626 0.034467258214281725 0.018733370568534514 0.017104297337614975 -0.057160834782912534 -0.00067877470057376029 0.0062718054823652494 0.042070697968802327 -0.054773571093047084 leaf_weight=0.39281204342842047 1.6552418037754275 1.0898213622858772 1.0735227456316327 0.68831250816583534 2.2841403626371166 1.8618550514802326 1.4576787853147806 1.8627244606614102 1.7874660301022229 2.2568319792044349 7.4431465178495282 7.6145184664637791 1.1507436875253914 8.9150632779928838 1.9740547733381388 1.4360300748958241 9.9030631758505461 6.7020483455562481 7.7129270549630773 3.963124893576607 2.4570648686494678 0.91608293494209636 2.9317622118687723 3.770072084502317 2.0256687269138638 1.6352333710528899 438.35401459709828 91.576229446240177 1.1604626905173034 7.0536385113955484 leaf_count=1 111 51 42 2 16 36 34 14 18 100 237 51 6 90 178 62 82 167 61 102 78 6 28 32 27 59 4930 1187 5 187 internal_value=-2.50344e-05 0.0105265 0.0169023 -0.000346667 -0.0191595 -0.0319602 -0.0427524 0.0219791 0.00142254 -0.018163 -0.049959 0.0343209 -0.00122689 8.91662e-05 -0.0360283 0.000233931 0.00765049 0.00111305 -0.00781435 0.0078933 -0.0289139 -0.0502496 0.00124818 -0.0147829 -0.0358821 -0.000441611 -0.000285669 -0.000112845 -0.00142212 -0.0410917 internal_weight=625.105 18.4909 16.8356 606.614 13.7351 11.451 9.58914 15.7458 5.90702 4.0443 8.90083 9.83878 2.22427 592.879 2.36687 590.512 49.2969 39.3938 30.4788 17.4718 13.007 7.61813 5.38883 9.75887 5.98879 541.216 539.78 538.144 446.568 8.2141 internal_count=8000 393 282 7607 325 309 273 231 132 118 271 99 48 7282 179 7103 673 591 501 222 279 173 106 161 129 6430 6368 6309 5122 192 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=31 num_cat=0 split_feature=50 5 41 51 74 81 107 11 3 10 81 0 32 356 377 81 63 33 33 12 34 243 243 57 50 63 31 52 107 81 split_gain=0.848017 1.26665 2.16289 1.25832 0.932786 2.56076 1.83222 2.02935 2.97898 1.52559 1.25516 2.05044 1.39973 1.16988 1.52419 1.48049 1.3011 3.99647 4.01116 3.47437 3.18501 3.15035 4.37274 3.09222 3.75271 3.0328 3.11076 3.72657 3.23027 3.17929 threshold=0.99825000000000019 223875.00000000003 0.77085000000000015 0.95755000000000012 0.010650000000000001 -1622.4999999999998 1.0000000180025095e-35 -3260.4999999999995 1.0000000180025095e-35 -18176.999999999996 -1.0000000180025095e-35 104451.50000000001 0.24993914863111408 18735.750000000004 -536.99999999999989 -2447.4999999999995 0.10065 0.73592184852148013 0.65859466613833262 -378.49999999999994 0.15410000000000001 0.027726253651411851 0.028658003551990201 0.10775000000000003 0.98235000000000017 0.090050000000000005 0.30817412998846788 0.0042500000000000012 1.0000000180025095e-35 -52.499999999999993 decision_type=10 2 10 10 10 2 8 10 2 2 2 2 10 8 8 2 8 10 10 2 8 2 2 10 8 8 8 8 8 2 left_child=3 2 -2 4 13 -6 9 8 -8 -7 11 12 -9 -1 15 -15 17 18 19 20 25 -18 -23 24 -24 26 -16 28 -28 -29 right_child=1 -3 -4 -5 5 6 7 10 -10 -11 -12 -13 -14 14 16 -17 21 -19 -20 -21 -22 22 23 -25 -26 -27 27 29 -30 -31 leaf_value=0.024967881352541868 -0.05607666638790644 0.04641160072126839 0.053559748136737556 -0.041485028646499417 -0.056617759666728211 0.014975154179633757 -0.057885511983183181 0.025212291892828149 0.03555441614169829 -0.063286909975678249 0.049985864869445965 0.030636394591962164 -0.061038379448176298 0.049610496826895258 0.019645803254154839 -0.058708840604029422 -0.040477271783514616 0.024720729243658174 -0.055022323024738855 -0.047949821751891081 -0.044694861615005389 0.048712104818353676 0.013967279522029084 -0.023224887488333595 -0.00032981307316744929 -0.045503831603984968 0.0035021216642705925 0.0046307904378967866 -0.059890961799208664 -0.026044912007466378 leaf_weight=4.5027663347427733 1.0450134762213554 2.3781956359744072 0.78985425829887379 1.8382096224813711 1.3404305791482354 1.2104273141594606 1.8127108222106534 0.77767834439874217 1.6111073949141428 1.2824389809975425 4.7273391839116696 7.1938074367353693 1.1904662081506101 0.37671471195062656 16.28687189379707 1.9397465102956628 4.5998585142660877 10.147231570561415 4.3726573423627988 4.7249699602834871 4.5826428141444913 4.7740573342889538 51.853897886860068 13.215563241683411 399.56543105177116 3.8320662263577097 3.2552380364504616 52.066440513823174 5.2512484507169583 10.082185944484086 leaf_count=44 46 18 2 69 73 19 56 5 21 42 17 55 38 5 115 92 170 211 255 83 116 20 641 287 4250 88 54 781 168 159 internal_value=-2.58444e-05 0.0223304 -0.00888155 -0.000178151 -5.50016e-05 0.0102646 0.0147911 0.0205617 -0.0139165 -0.0252863 0.0290609 0.0182641 -0.0269579 -0.000421499 -0.000614962 -0.0410934 -0.00045566 -0.00523655 -0.00814676 -0.00609872 -0.00402498 0.00070022 0.00110373 0.00061456 0.00131247 -0.0019718 -5.3073e-05 -0.00459391 -0.0356319 -0.000345637 internal_weight=622.627 4.21306 1.83487 618.414 616.576 21.1464 19.806 17.3131 3.42382 2.49287 13.8893 9.16195 1.96814 595.43 590.927 2.31646 588.61 114.602 104.454 100.082 95.3567 474.009 469.409 464.635 451.419 90.7741 86.942 70.6551 8.50649 62.1486 internal_count=8000 66 48 7934 7865 326 253 192 77 61 115 98 43 7539 7495 97 7398 2030 1819 1564 1481 5368 5198 5178 4891 1365 1277 1162 222 940 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=31 num_cat=0 split_feature=633 0 12 10 628 633 81 626 32 627 625 0 31 78 241 241 24 83 12 107 43 10 86 12 9 105 61 12 5 241 split_gain=0.858283 1.70536 1.17678 1.91728 1.25929 0.977284 2.84984 1.60229 3.11889 2.78349 2.55058 2.07704 1.13562 1.11764 1.67521 2.54587 3.36058 2.42004 2.81486 1.80723 2.1339 1.49156 3.38015 1.39572 2.86216 3.68511 3.21659 2.82425 5.48582 5.2033 threshold=-2120.9999999999995 102792.50000000001 -4048.4999999999995 -20077.499999999996 10317.870000000001 -1541.9999999999998 -2085.4999999999995 10785.757500000002 0.59500931088849873 14976.607500000002 10135.912500000002 104936.50000000001 0.20024914172550759 1.0000000180025095e-35 156662.25000000003 74625.000000000015 14.500000000000002 1.0000000180025095e-35 -1767.4999999999998 1.5000000000000002 0.044150000000000009 -19776.499999999996 1.0000000180025095e-35 -8019.9999999999991 0.031042000000000004 6.5000000000000009 0.012950000000000001 -2575.4999999999995 208125.00000000003 167458.98375000004 decision_type=8 2 2 2 8 8 2 8 10 8 10 2 10 8 2 2 2 2 2 8 10 2 2 2 2 8 10 2 2 2 left_child=1 -1 3 -3 -5 6 -2 8 10 -9 11 12 -7 23 15 21 17 -17 19 20 -19 22 -15 24 26 -26 -11 28 -25 -29 right_child=5 2 -4 4 -6 7 -8 9 -10 13 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 27 25 -27 -28 29 -30 -31 leaf_value=-0.039346211744798631 0.026422149263148599 0.03813590987235297 0.039955409520039079 -0.06070991976210699 0.023765194875450188 -0.021821346293308185 -0.059432461169855559 -0.050971006258395568 0.035963341156304549 0.0094445302005665248 0.046115075277642831 -0.05291334455039181 0.035359838910682465 -0.05767554549890011 0.022784771753323503 -0.048873399811109518 -0.064004092827192202 -0.063701225262744965 -0.05225526589895077 0.025345509635296238 0.031891007395549696 0.012337082269668141 0.0212123778320705 -0.0097824529772391269 -0.057140778548479598 0.01270665896480431 -0.030931459495609312 0.0041217531837758094 0.0095804352942831777 -0.034534340681115321 leaf_weight=1.2694777832366515 1.6188466270687056 1.918501533800735 4.5847027137642717 1.3023201148025689 0.66719152312725816 1.9052496149670353 2.3988711326383054 2.7226756371528609 8.6859407521696976 81.009168521050015 1.7679219180718062 2.9123260366613977 1.5953687466681001 2.5486375891850903 11.757147521246223 2.5412554519134583 2.7956519172876133 1.4004052596865197 1.8572073630639359 8.3829879252589308 1.0011807458940891 37.495455167023465 2.9062402953859419 188.07604460816947 4.1058755126505266 3.4964889097027481 5.2525856732972889 177.84499199822312 45.412214825395495 9.1533310450613481 leaf_count=33 17 17 36 38 10 30 80 69 90 966 9 74 18 79 122 57 78 38 34 81 12 365 33 2448 260 49 155 1795 706 201 internal_value=-2.58231e-05 0.014698 0.0227955 0.00256069 -0.0320931 -0.000260726 -0.0248393 -9.79407e-05 0.0150971 -0.00053251 -0.00705747 -0.0217161 0.00423836 -0.000298576 0.00550494 0.00217054 -0.0136267 -0.00435067 0.0045993 0.0143902 -0.0238504 0.00878314 -0.0156458 -0.00111871 0.004394 -0.0250165 0.00698599 -0.0023493 -0.00601648 0.00222959 internal_weight=620.386 9.74219 8.47272 3.88801 1.96951 610.644 4.01772 606.626 16.8668 589.76 8.18087 6.41294 3.50062 587.037 72.6862 60.929 17.9787 15.183 12.6418 10.7846 2.40159 42.9503 5.45488 514.351 93.8641 7.60236 86.2618 420.487 233.488 186.998 internal_count=8000 134 101 65 48 7866 97 7769 221 7548 131 122 48 7479 899 777 300 222 165 131 50 477 112 6580 1430 309 1121 5150 3154 1996 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=31 num_cat=0 split_feature=219 13 11 13 107 41 105 159 241 241 13 12 0 12 33 8 57 150 59 32 12 7 33 164 32 81 12 31 239 45 split_gain=0.834392 0.906146 2.74835 2.68183 2.59933 3.16215 2.5247 2.00879 2.66421 4.11126 3.88111 3.42243 2.1339 1.94172 2.52852 1.37082 2.33615 1.30503 4.05912 2.70417 2.75114 2.36373 2.26448 1.6691 5.99066 6.20805 4.57929 6.72816 4.20388 7.67454 threshold=1.0000000180025095e-35 -4711.4999999999991 -458.49999999999994 -4657.4999999999991 3.5000000000000004 0.14790000000000003 1.0000000180025095e-35 1.0000000180025095e-35 98437.500000000015 56280.000000000007 -4780.9999999999991 -986.49999999999989 111546.50000000001 -5149.4999999999991 0.79638790735610632 452250.00000000006 0.068050000000000013 1.0000000180025095e-35 0.066050000000000011 0.44664389997845949 -2894.4999999999995 67695.750000000015 0.3714916490179011 1.0000000180025095e-35 0.62856487531100846 -1100.4999999999998 -2550.4999999999995 0.40813481180183203 0.1337561903217471 0.039950000000000006 decision_type=2 2 10 2 10 8 10 2 2 2 2 2 2 2 10 8 10 2 8 10 2 2 10 2 8 2 2 8 10 10 left_child=1 2 4 6 7 -6 -3 8 9 10 11 -1 -11 14 -10 -15 -17 21 -19 -20 22 23 -21 -5 26 -26 28 -28 29 -25 right_child=-2 3 -4 17 5 -7 -8 -9 13 12 -12 -13 -14 15 -16 16 -18 18 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.056056136946581986 0.025419922397214509 -0.061436957300405381 -0.046158061731826489 -0.0020773881611256552 0.040802797702132187 -0.059889053794285219 0.026199063171489456 0.030332394984224104 -0.057965559200584438 -0.062197391633735791 0.041527469492145544 0.032180507108981349 0.032391535421147054 0.044624027585373365 0.054976495578859585 -0.058908935552314301 0.044120940780141518 -0.050985731469025519 0.028309914171637904 0.02146823676939803 -0.057486673518740095 -0.059457919875008397 -0.053265840523666647 -0.035474842490270921 0.0057609093797070521 -0.055515916884596221 -0.025626647611611781 0.032937778011496291 0.018129485013051571 0.018245788950230494 leaf_weight=2.8916554394527294 3.2050285638542837 3.2987810995109603 2.3219679743342558 437.54087135204463 1.1084109930670814 2.6292653880664147 1.0945139343384651 12.239162324171046 1.4264251390995917 3.8892988796142154 4.7981704726116794 1.7726084154564885 0.70421779341995705 6.9741716301941752 0.75937700015492726 0.96737559864414047 1.275798396207392 2.4755333664652452 16.298583133262586 5.9837257586186796 1.9991654758923623 1.719830371061106 1.2203252894832983 15.569122416432949 9.0322955053416099 7.620756410615285 5.8223949589300892 31.098393097985536 18.986404458992183 11.602973492466843 leaf_count=138 28 115 70 5419 13 106 17 114 68 154 35 14 4 35 6 39 13 115 97 62 97 82 111 194 156 201 52 175 172 98 internal_value=-2.55533e-05 -0.000158134 0.00677639 -0.000689215 0.00974271 -0.0300288 -0.0396039 0.0136859 0.00568335 -0.00888515 0.00995561 -0.0225227 -0.0476963 0.023641 -0.018728 0.0336884 -0.000311006 -0.000387676 0.0101413 0.0160751 -0.00559228 -0.000934202 0.00880871 -0.000746865 0.00509034 -0.0222805 0.0105768 0.0237022 7.81432e-05 -0.0125352 internal_weight=618.327 615.122 43.7579 571.364 41.4359 3.73768 4.3933 37.6983 25.4591 14.056 9.46243 4.66426 4.59352 11.4031 2.1858 9.21735 2.24317 566.97 27.9773 25.5018 9.20322 538.993 7.20405 537.273 99.7323 16.6531 83.0793 36.9208 46.1585 27.1721 internal_count=8000 7972 809 7163 739 119 132 620 506 345 187 152 158 161 74 87 52 7031 482 367 270 6549 173 6467 1048 357 691 227 464 292 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=31 num_cat=0 split_feature=239 81 31 24 239 31 5 0 36 356 377 81 44 241 59 81 239 9 59 43 37 44 135 181 0 28 81 10 141 7 split_gain=0.843699 2.15613 1.81183 1.44785 1.75945 2.13042 1.46225 2.99655 1.96326 1.1223 1.36627 1.38493 1.22821 1.43072 1.31434 2.59847 2.60884 2.3781 1.57317 4.46777 1.51502 1.41475 1.38661 2.57307 2.13667 2.68185 2.37186 3.43055 3.30955 3.57884 threshold=0.013646499317471902 -1660.4999999999998 0.29878414241390711 8.5000000000000018 0.0092260502063349018 0.59970325074695563 112275.00000000001 103658.00000000001 0.98135000000000006 18735.750000000004 -617.49999999999989 -2447.4999999999995 0.0096500000000000006 42017.250000000007 0.0099500000000000022 -790.49999999999989 0.084232630179028767 0.023705000000000004 0.014650000000000002 0.014450000000000003 0.56820000000000015 0.012200000000000001 1.0000000180025095e-35 1.0000000180025095e-35 104738.50000000001 1.0000000180025095e-35 -961.49999999999989 -13829.499999999998 1.0000000180025095e-35 23791.500000000004 decision_type=8 2 8 2 10 10 2 2 10 8 8 2 8 2 8 2 10 2 8 8 8 8 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 5 -5 -6 -8 -9 -2 11 -11 13 -12 15 20 17 -17 19 -16 -14 -20 24 -24 25 -23 -26 -28 29 -29 right_child=9 2 3 4 6 -7 7 8 -10 10 12 -13 14 -15 18 16 -18 -19 21 -21 -22 22 23 -25 26 -27 27 28 -30 -31 leaf_value=-0.056167329724243403 0.024827437994597273 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2.3922645966522387 3.2591114130045753 1.7851754326838998 18.285393052472504 488.50556360685732 3.1496644571307106 19.868007509037852 3.988580754143185 9.6124161247280444 9.7615616648108681 1.7579256594181067 5.9958969664294282 leaf_count=56 43 30 29 52 25 8 29 43 18 5 11 89 4 81 32 30 45 19 14 98 75 262 6280 66 201 56 91 110 4 94 internal_value=-2.52671e-05 0.00935358 0.0129181 0.0169443 0.00914885 -0.0264755 0.0173045 0.00424812 -0.0328083 -0.000390541 -0.000578288 -0.0404396 -0.000432614 -0.0352605 -0.000282187 0.014347 0.0232332 -0.00950399 -0.00066708 -0.0278147 -0.0345197 -0.000412295 -0.000575934 -0.00150905 0.00604704 -0.00670845 0.0120926 0.00247968 -0.0106923 -0.0179517 internal_weight=615.686 23.08 21.8891 20.299 15.1395 2.82029 12.3192 7.82434 3.21432 592.606 588.226 2.14186 586.085 2.52049 583.564 14.9599 12.6581 4.10978 568.604 5.28683 2.30182 563.317 560.925 491.655 69.2698 22.274 46.9958 27.1278 17.5154 15.7575 internal_count=8000 290 234 204 175 60 115 90 61 7710 7667 94 7573 92 7481 173 94 49 7308 130 79 7178 7164 6346 818 318 500 299 208 204 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=31 num_cat=0 split_feature=178 30 13 686 676 638 30 10 33 240 78 5 8 241 11 81 239 240 32 5 14 240 24 242 81 239 24 4 31 7 split_gain=0.818252 3.12198 4.02434 1.16668 1.54302 1.31063 1.16025 4.76127 3.18205 3.66581 4.46131 5.24733 4.8849 6.19342 4.62974 4.1024 3.97242 3.44756 3.60379 3.61699 3.18077 6.34299 3.78307 4.79658 3.83239 3.02433 4.53443 2.79204 3.16039 3.17183 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 40873.747500000005 211.72500000000002 -15.499999999999998 1.0000000180025095e-35 -20196.499999999996 0.7039548641001806 0.29355124982942332 1.0000000180025095e-35 111082.50000000001 227250.00000000003 74625.000000000015 -676.49999999999989 -1079.4999999999998 0.019675695164079455 0.47463483629931785 0.32663161944990032 245700.00000000003 16.500000000000004 0.24000192003072052 14.500000000000002 0.35374666666666671 -1850.4999999999998 0.083444701848494618 11.500000000000002 1.5000000000000002 0.20592984224937297 17365.500000000004 decision_type=2 2 2 8 8 8 2 2 10 2 10 2 8 2 8 2 10 2 8 2 8 2 2 2 2 8 2 2 10 2 left_child=3 2 -2 4 -1 -5 -7 -8 9 20 11 -11 17 15 25 -14 -16 -13 -19 -20 21 -9 27 24 -24 -15 -27 28 -22 -30 right_child=1 -3 -4 5 -6 6 7 8 -10 10 -12 12 13 14 16 -17 -18 18 19 -21 22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.0068047599836661421 0.023505589560589776 0.038996791246321064 -0.072983553429817785 0.039259796114572663 -0.059314203574515181 0.00089570198098011848 -0.063263237140547629 -0.057442505044860294 -0.043094078650701778 -0.067936110675173092 0.01929674576420215 0.049808759082473356 -0.012166335835885434 0.035154568068651769 0.0029600094264119348 -0.08405758669731199 -0.083454461666929033 0.025927295844872862 -0.065743710968560673 0.027578343531230332 0.019952553953371196 0.02430224675836248 0.023643564724511658 0.035949025286040812 -0.075713440008870148 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-0.0076056 -0.0586051 -0.0465765 0.0126653 -0.00395053 -0.0352023 0.00743955 -0.0190239 0.0125177 -0.0203509 -0.0489712 0.0080562 -0.0125702 0.0183136 0.0115501 -0.0168927 internal_weight=613.869 10.0198 4.43074 603.849 3.55117 600.298 598.189 123.782 120.423 115.692 56.5196 46.1655 41.6055 27.6403 18.9633 8.67696 5.43629 13.9652 9.64884 4.71599 59.1726 9.5267 49.646 7.44201 4.93387 13.527 7.68072 42.2039 33.0601 7.53922 internal_count=8000 94 74 7906 122 7784 7761 1373 1272 1107 583 513 432 306 200 106 57 126 115 90 524 160 364 81 69 143 115 283 249 112 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=31 num_cat=0 split_feature=8 54 239 6 42 36 241 107 239 9 13 239 45 12 7 57 71 0 54 58 11 35 13 9 240 240 10 239 81 228 split_gain=0.818099 2.76436 2.21683 1.81959 4.21152 2.17032 2.82407 1.40045 1.78879 2.97005 1.36693 1.25392 2.42593 1.14304 1.41829 1.14083 2.71901 3.43438 2.7087 2.65695 2.79392 3.15174 2.62917 2.09709 1.91073 2.60248 2.59157 2.0756 1.8327 1.66961 threshold=1307250.0000000002 0.12065000000000002 0.040185938992597904 1215249.7500000002 0.15960000000000002 0.96295000000000008 22275.000000000004 1.0000000180025095e-35 0.073557648196857561 0.0076745000000000008 -3205.9999999999995 0.22918774443004383 0.24305000000000002 -12884.999999999998 5555.2500000000009 0.0081500000000000027 0.020050000000000002 102830.50000000001 0.12065000000000002 0.39580000000000004 -2000.4999999999998 0.18970000000000001 -1538.4999999999998 0.0076745000000000008 0.55576146940120263 0.24775873803019383 -11031.499999999998 0.096342280304670264 -2823.4999999999995 1.0000000180025095e-35 decision_type=8 8 8 2 10 8 2 10 8 2 2 8 10 2 2 8 8 2 8 8 10 10 2 2 2 2 2 8 2 2 left_child=3 -2 -3 13 5 -5 -7 11 -9 -10 -6 12 -4 14 -1 19 17 18 -17 20 21 -15 -22 -21 25 27 -26 -19 -18 -30 right_child=1 2 7 4 10 6 -8 8 9 -11 -12 -13 -14 15 -16 16 28 24 -20 23 22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.05327973121026304 -0.053971254763568455 -0.055772503504307604 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1.2929933301638801 8.8992609092965704 1.0133814878063274 1.8447467329096987 3.4853811973007396 1.3826657182653437 14.768640564114319 1.2510688644833852 3.367616503033787 526.97201827550452 3.2292174994945517 leaf_count=1 111 51 42 6 40 2 229 14 18 100 48 51 6 169 178 61 139 25 20 17 118 13 45 105 36 90 10 39 6197 19 internal_value=-2.49163e-05 0.0106672 0.0168183 -0.000337851 -0.018818 -0.0413598 -0.0488553 0.0216287 0.00187093 -0.017355 0.0170349 0.0335335 -0.000560798 7.66318e-05 -0.0357079 0.000214112 0.000634138 0.0163316 -0.025065 -0.0115209 -0.00130724 -0.0345136 0.0125162 -0.0440461 0.0242214 0.0296344 -0.0157457 -0.00286742 -0.000141026 4.56493e-05 internal_weight=611.263 17.3816 15.8713 593.882 13.0277 7.9987 7.38687 14.8849 5.5966 3.82649 5.029 9.28832 2.08997 580.854 2.22304 578.631 558.636 26.2881 4.2082 19.995 15.2166 4.4726 10.744 4.77837 22.0799 19.4462 2.63373 4.67755 532.348 530.201 internal_count=8000 393 282 7607 325 237 231 231 132 118 88 99 48 7282 179 7103 6636 281 81 467 345 182 163 122 200 154 46 64 6355 6216 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=31 num_cat=0 split_feature=196 633 24 632 13 131 33 33 77 81 0 207 242 107 78 23 1 43 241 33 77 12 14 12 8 240 31 80 6 13 split_gain=0.804093 0.814945 1.64542 1.05733 2.2763 0.927061 3.3273 2.1132 2.25605 1.86683 1.57911 1.49159 3.84672 3.29395 3.27769 3.20152 4.30402 4.23256 3.81017 3.47059 3.96837 2.86887 2.78889 4.57469 4.94959 2.70097 2.6866 2.23525 2.12263 3.7113 threshold=1.0000000180025095e-35 -2120.9999999999995 10.500000000000002 -2191.9999999999995 -4323.4999999999991 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 1.5000000000000002 -1321.4999999999998 101836.50000000001 1.0000000180025095e-35 0.30436666666666673 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0.20620000000000002 123525.00000000001 0.5217974581655247 6.5000000000000009 -9381.9999999999982 inf -5329.9999999999991 245250.00000000003 0.23531903641878488 0.56570700387614559 1.0000000180025095e-35 519097.50000000006 -4261.4999999999991 decision_type=2 8 2 10 2 2 10 8 8 2 2 2 2 10 10 2 2 8 2 8 10 2 8 2 10 2 8 10 2 2 left_child=1 2 -1 4 -4 11 7 9 -9 -7 -11 28 13 15 -14 16 22 25 21 -17 -21 -19 23 -13 -25 -18 -20 -23 -3 -30 right_child=-2 5 3 -5 -6 6 -8 8 -10 10 -12 12 14 -15 -16 19 17 18 26 20 -22 27 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.03286685959169975 -0.035757613741898044 -0.0027926780235751148 0.039429212804980469 0.040473208479773926 -0.041391721635322024 -0.05841100502142297 -0.054652283051941503 0.032898291179030356 -0.018651917964031581 -0.044001288305749259 0.0096058500884419733 0.025135914904432829 -0.070238700836410747 -0.066251931749512868 0.013481965052750931 0.032984704197583627 0.029461192019266998 0.022781388319018592 0.040994535017046592 -0.045197031834494 0.052267674272058001 -0.067207940882193146 0.021540325581535447 0.010991171145982545 -0.0737192353900189 -0.022605822580890236 -0.043618140133685257 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-0.0376776 0.0173623 -0.0169214 -0.0508627 0.00637032 -0.0112467 -0.0372885 0.00354403 0.0058255 -0.0585047 0.000374468 0.00381145 internal_weight=609.104 607.534 9.38185 7.85835 3.53024 598.152 33.9907 31.9874 15.886 16.1014 14.8002 564.162 76.667 70.9176 5.74938 68.8584 52.6586 26.5699 16.6066 16.1997 5.0711 12.744 26.0888 12.0708 7.03521 9.96331 3.86253 11.5459 487.495 233.788 internal_count=8000 7936 132 87 63 7804 474 350 130 220 157 7330 971 862 109 816 698 447 286 118 69 234 251 157 103 161 52 222 6359 3176 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=31 num_cat=0 split_feature=32 54 7 33 0 10 83 7 0 243 32 243 128 239 10 8 0 65 35 28 239 4 40 32 12 0 6 627 47 44 split_gain=0.801277 3.96968 3.30744 1.82837 2.76703 1.97398 2.92932 1.12378 2.87724 4.73667 4.47584 4.4689 5.28734 4.42944 6.77559 4.32635 4.15424 4.09485 4.70167 4.95082 3.86186 4.02057 3.85455 3.80196 3.92284 3.58072 3.49954 3.50367 3.32411 3.23327 threshold=0.071899890026603006 0.12065000000000002 32060.250000000004 0.4893563484713756 104017.50000000001 -12399.499999999998 1.0000000180025095e-35 28127.250000000004 104195.50000000001 0.044384063560932357 0.21617419810846583 0.048934534346103009 1.0000000180025095e-35 0.15755611856864957 -8425.4999999999982 767250.00000000012 102496.50000000001 0.7349500000000001 0.079050000000000023 1.0000000180025095e-35 0.075692852839199215 1.0000000180025095e-35 0.071400000000000019 0.24546903361927644 -142.49999999999997 105581.50000000001 74405.250000000015 4049.4150000000004 0.028150000000000005 0.11055000000000002 decision_type=10 8 2 8 2 2 2 2 2 2 10 2 2 10 2 10 2 8 8 2 8 2 8 10 2 2 2 8 8 8 left_child=1 -1 3 4 -3 6 -5 8 10 15 13 12 22 14 -2 -10 23 28 25 26 -21 -22 -11 -12 29 -19 -20 -28 -13 -25 right_child=7 2 -4 5 -6 -7 -8 -9 9 11 16 17 -14 -15 -16 -17 -18 18 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.049607739991028216 -0.065935052306008823 0.030312574349205847 -0.027891598362623112 0.040680618984975901 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3.0080778516130522 2.9332343004643917 11.818939939170376 4.1797403446398667 17.563926323899068 2.6954056276008487 80.334450893526082 3.2288367999717602 39.693341433609021 leaf_count=42 96 20 34 18 34 31 37 3139 839 8 25 170 224 37 6 69 622 51 33 61 48 25 65 198 25 195 19 1129 43 657 internal_value=-2.51707e-05 0.00765255 0.0130383 0.0199064 0.00149861 0.029765 0.00966043 -0.000455099 -0.00222026 -0.00579018 0.00352048 -0.00200781 0.012348 -0.0231552 -0.043408 -0.0202569 0.00663744 -0.00654416 -0.00415295 -0.00837838 0.0169969 -0.0177839 -0.0433849 -0.00250366 -0.00641697 0.0187396 -0.0131333 -0.0151583 -0.0393846 -0.010197 internal_weight=606.869 32.1807 29.4141 25.1876 8.78484 16.4028 6.99938 574.688 350.986 216.41 134.576 171.556 41.1937 14.0796 9.25364 44.8538 120.496 130.362 121.514 102.58 16.1884 5.34558 3.85708 61.1818 55.692 18.934 86.3921 83.0299 8.84783 51.5123 internal_count=8000 216 174 140 54 86 55 7784 4645 2979 1666 2071 297 139 102 908 1527 1774 1561 1315 134 73 73 905 880 246 1181 1148 213 855 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=31 num_cat=0 split_feature=103 31 4 13 240 13 81 130 33 240 11 31 50 10 14 5 33 38 5 23 81 14 41 76 24 76 207 36 6 8 split_gain=0.817847 0.869611 2.057 2.83782 4.12274 3.48532 2.1756 2.06978 1.48121 2.08251 1.38005 2.49277 1.89419 1.74724 3.99382 4.91057 1.40686 2.65359 2.98654 1.92348 2.549 1.82582 1.63049 2.72445 2.36579 5.7628 4.94353 4.12527 4.00598 3.86268 threshold=1.0000000180025095e-35 0.20024914172550759 1.0000000180025095e-35 -1257.4999999999998 0.42030002804000383 -3915.4999999999995 -347.49999999999994 1.0000000180025095e-35 0.42854052718861196 0.54297920887602513 -178.49999999999997 0.29878414241390711 0.98285000000000011 -8859.4999999999982 22.500000000000004 89550.000000000015 0.11392442368259932 0.042050000000000011 223875.00000000003 2.5000000000000004 -243.49999999999997 64.500000000000014 0.23000000000000001 0.037250000000000005 14.500000000000002 0.050350000000000006 1.0000000180025095e-35 0.95505000000000007 916821.00000000012 1347750.0000000002 decision_type=10 8 2 2 2 2 2 2 10 2 10 8 10 2 10 2 8 8 2 2 2 8 10 10 2 8 2 8 2 10 left_child=1 2 3 4 6 -6 -1 -5 -4 -10 13 -12 -13 16 15 -15 17 18 -3 20 21 -19 24 -24 -18 27 28 -26 -27 -28 right_child=-2 10 8 7 5 -7 -8 -9 9 -11 11 12 -14 14 -16 -17 22 19 -20 -21 -22 -23 23 -25 25 26 29 -29 -30 -31 leaf_value=-0.083994786996994364 0.020899224535615438 -0.055108943398862534 0.029559491169338648 -0.003778736586938794 0.051084445026885833 -0.025606020170964423 -0.01964086462234596 0.04254009914742856 -0.041252915362883426 0.027290448690784661 -0.061877188310507231 0.022602523777055655 -0.029539052791581213 0.023918901928758365 0.046154141826837844 -0.054855408522892959 -0.0042938668938131688 -0.0077116358134351973 0.01791022742465408 0.049779798084168381 -0.025956351576835443 0.031064193444465933 0.046920572931372279 0.0035056603446809486 0.037630218423484824 0.016223819049902836 -0.047741895589400604 -0.052108120803130466 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0.0202576 -0.00133037 0.00609228 -0.00242254 0.00478802 0.00880151 -0.0349567 0.0125922 -0.0309417 internal_weight=604.145 599.51 37.5434 21.0719 11.2749 6.01842 5.25653 9.79692 16.4716 4.46245 561.967 19.0578 17.9954 542.909 11.7665 9.8652 531.142 28.3217 5.61895 22.7027 18.8202 15.1018 502.821 64.4947 438.326 90.3175 82.0336 8.28389 74.8905 7.14309 internal_count=8000 7957 250 155 104 46 58 51 95 40 7707 234 204 7473 166 159 7307 160 45 115 106 82 7147 1342 5805 1302 1037 265 879 158 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=31 num_cat=0 split_feature=352 537 352 44 78 242 240 32 239 9 12 48 9 115 12 9 0 240 60 12 9 243 32 12 0 0 11 35 242 33 split_gain=0.817326 0.907054 1.27793 1.26957 0.925837 1.38469 2.79983 4.77002 2.03512 1.29193 2.4991 3.30146 2.46635 2.62699 1.50267 3.86268 4.53 4.2176 3.14772 3.08307 3.82725 5.09434 3.92194 5.48379 4.9946 4.3234 4.24539 3.92112 3.85923 3.70576 threshold=3556.6875000000005 181719.00000000003 12899.205000000002 0.0068499999999999507 1.0000000180025095e-35 0.23072857142857142 0.15856511913988197 0.2686390082343536 0.064823721816836211 0.0027875000000000005 -3792.4999999999995 0.046750000000000007 0.0043334999999999511 1.0000000180025095e-35 -6279.9999999999991 0.031042000000000004 100232.00000000001 0.19998480231004886 0.03305000000000001 -4189.4999999999991 0.0098314999999999514 0.035914969546499205 0.29270251065408076 -534.49999999999989 106844.50000000001 105075.50000000001 -1864.4999999999998 0.011150000000000002 0.17002857142857145 0.35151790798733135 decision_type=8 8 8 8 8 2 2 10 8 2 2 10 2 2 2 2 2 2 10 2 2 2 8 2 2 2 8 8 2 8 left_child=-1 3 -3 -2 9 -6 8 -8 -7 10 11 -4 13 -11 15 16 -14 -17 -19 29 21 -21 28 24 25 26 -24 -22 -23 -16 right_child=1 2 4 -5 5 6 7 -9 -10 12 -12 -13 14 -15 19 17 -18 18 -20 20 27 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.03714565155250301 0.052785950105475279 0.044280415018842417 -0.067205212708349768 -0.057383946480715514 0.008678808892249628 -0.045228232164113757 0.026146144422911594 -0.068215285377758755 0.019045882615405338 -0.048516510690930048 0.032561659452175797 0.023444006352544761 -0.081901841581717288 0.05010014060438233 0.0031954104409215242 0.0097483420845544747 0.0069715557064065244 -0.056667488070597988 0.044521600983223011 -0.062961750418112347 -0.044165630030549359 -0.023855296588789928 0.0057275235320772763 0.023370866231483392 -0.064847250122636396 0.020775282522573702 -0.06278269657922618 0.0037177977597812936 0.026993700238548288 -0.018479053653085768 leaf_weight=1.4755173316225407 0.32253354787826505 1.6242717625573275 1.7758051108103243 1.3819069510791451 57.744071835935756 1.4633950646966667 2.0584798553027204 3.8332676004501991 7.7742094399436619 4.7382975504151537 7.5876972496043873 2.3123044166131876 1.4495946776587505 0.78754315525293339 30.437536432524212 6.0688563431031053 131.76428748569742 7.0572928556794068 0.86246764854877245 4.5490301996469489 4.3605015297653145 5.4160398296080556 3.8196249075408559 6.0001932322047677 7.1649846365326075 5.5784642263315609 5.5423465189524013 219.14364676308469 11.996612485498188 56.009435285348445 leaf_count=13 1 10 46 92 708 33 13 88 97 135 51 18 38 4 259 128 1757 352 7 141 134 48 52 68 148 48 95 2316 48 1052 internal_value=-2.17968e-05 -0.000113104 -9.44844e-06 -0.0365364 -0.000129889 0.0051509 -0.00831405 -0.035247 0.00886376 -0.000863704 0.0155822 -0.0159325 -0.00123819 -0.0344617 -0.000876246 0.00337982 0.00600446 -0.0216147 -0.0456479 -0.00261645 -1.54543e-05 -0.0125107 -0.00746866 -0.0190208 -0.0305274 -0.0140687 -0.034831 0.00278361 0.0111776 -0.0108476 internal_weight=602.1 600.625 598.92 1.70444 597.296 72.8734 15.1294 5.89175 9.2376 524.423 11.6758 4.08811 512.747 5.52584 507.221 147.202 133.214 13.9886 7.91976 360.018 273.571 50.0673 45.5183 28.1056 22.1054 14.9404 9.36197 223.504 17.4127 86.447 internal_count=8000 7987 7894 93 7884 939 231 101 130 6945 115 64 6830 139 6691 2282 1795 487 359 4409 3098 648 507 411 343 195 147 2450 96 1311 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=31 num_cat=0 split_feature=14 107 32 243 32 11 625 630 241 32 17 21 43 81 624 65 633 632 685 34 131 240 41 242 81 52 32 81 24 4 split_gain=0.793427 2.58621 2.26194 3.87843 2.83506 1.77722 1.48013 1.21901 1.9582 1.6288 2.59175 2.24988 1.9812 1.77203 1.40768 2.6977 1.34638 1.71957 1.4827 1.34086 1.33754 2.16582 2.93942 2.24288 4.04484 3.11461 2.86511 1.97444 1.53508 3.06259 threshold=20.500000000000004 5.5000000000000009 0.26535864083007171 0.048398019801980205 0.43020013989626366 -489.49999999999994 2836.5300000000002 10856.002500000001 113250.00000000001 0.59500931088849873 1.0000000180025095e-35 2.5000000000000004 0.035350000000000006 -1.0000000180025095e-35 15346.440000000001 0.81550000000000011 -2120.9999999999995 -428.49999999999994 40873.747500000005 0.028100000000000003 1.0000000180025095e-35 0.21658280940586913 0.13020000000000001 0.17081176470588239 -364.49999999999994 0.041450000000000008 0.20152738145160179 -6.4999999999999991 13.500000000000002 2.5000000000000004 decision_type=10 8 10 2 10 8 8 8 2 10 2 2 10 2 8 10 8 8 8 8 2 2 8 2 2 10 10 2 2 2 left_child=6 2 -2 -4 -5 -3 -1 8 9 10 11 12 13 -8 15 -9 -16 19 -19 -18 28 22 -22 24 25 26 -23 -26 29 -20 right_child=1 5 3 4 -6 -7 7 14 -10 -11 -12 -13 -14 -15 16 -17 17 18 20 -21 21 23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.040651336794068793 0.036801436425992783 -0.067729885737871351 -0.048670338478400757 -0.03279587595246445 0.026660303421776305 0.013729862801764157 -0.061437752338392694 -0.061170364940153911 -0.037192335817277634 0.030500194856242571 0.033571939922144391 -0.066571459998957735 0.041923724590353068 0.019996539468245283 0.040057342057913052 0.041457160117109204 0.039870815875678867 -0.040756180107005421 -0.0022512851186218129 -0.058862979361419814 0.035624628057348673 0.021848268484852204 -0.048245562441393157 0.032939715987034913 0.037407643950225999 0.03767427755720304 -0.065005412323572709 -0.014589427934920336 0.0031197867253310186 -0.04307351860282186 leaf_weight=2.2760623943904648 7.4162854501046303 1.7501392457634208 2.9224787215352981 2.4863961496157563 10.355066760355838 1.0844630561769002 1.5439540836960097 2.3756774941430199 1.8986419202992681 9.7918207581678853 3.9535211743786931 1.7340108053758738 1.7555724647827444 1.1775114201009307 2.0370693692239001 0.87661100749392051 0.41305212513543699 2.2752291373471962 342.76309781991586 2.0529737102915533 1.5380475232377673 1.2453418727964223 3.2567937225103378 10.683890615793642 7.2067157251294702 1.4840900505369061 3.9972633028228302 2.4451075268443656 160.0404455873504 4.6568896467797449 leaf_count=95 34 39 108 29 86 8 43 73 57 102 31 38 14 11 18 8 6 95 4315 86 11 7 86 81 48 13 146 41 2209 62 internal_value=-2.33424e-05 0.00851708 0.01403 0.00331691 0.0151482 -0.036565 -0.000410763 -0.000250417 0.01133 0.0159464 0.00192639 -0.018217 0.000511325 -0.0262031 -0.000711129 -0.0335085 -0.000515804 -0.000667718 -0.000478039 -0.0423254 -0.000308117 0.00962987 -0.0213424 0.0151175 0.00349179 -0.0262719 -0.044374 0.0242352 -0.000932002 -0.00279847 internal_weight=599.494 26.0148 23.1802 15.7639 12.8415 2.8346 573.479 571.203 21.855 19.9564 10.1646 6.21105 4.47704 2.72147 549.348 3.25229 546.096 544.059 541.593 2.46603 539.318 31.8573 4.79484 27.0624 16.3785 6.7267 5.24261 9.65182 507.46 347.42 internal_count=8000 304 257 223 115 47 7696 7601 296 239 137 106 68 54 7305 81 7224 7206 7114 92 7019 433 97 336 255 166 153 89 6586 4377 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=31 num_cat=0 split_feature=74 81 107 11 36 242 38 52 6 35 178 30 13 686 665 13 107 13 11 36 159 242 242 6 24 31 7 8 0 11 split_gain=0.785396 2.35252 1.97917 1.66437 1.55711 1.40881 1.00905 2.04485 1.11106 1.17165 1.00649 2.40371 3.98135 1.3885 1.30952 1.32288 2.96331 2.91595 2.6712 2.04529 1.84269 2.21046 4.81964 2.93983 3.05409 1.86556 1.67417 5.73287 5.02736 5.2134 threshold=0.010650000000000001 -1622.4999999999998 1.0000000180025095e-35 -3049.4999999999995 0.97495000000000009 0.081069111969111915 0.063600000000000004 0.14780000000000001 314077.50000000006 0.060250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 40873.747500000005 1.0000000180025095e-35 -4711.4999999999991 3.5000000000000004 -4657.4999999999991 -458.49999999999994 0.96945000000000003 1.0000000180025095e-35 0.15872380952380952 0.075407088122605367 571466.25000000012 13.500000000000002 0.17333906334237648 21874.500000000004 479250.00000000006 104195.50000000001 -3571.4999999999995 decision_type=10 2 8 8 10 2 8 8 2 10 2 2 2 8 8 2 10 2 10 8 2 2 2 2 2 8 2 10 2 10 left_child=10 -2 4 5 -3 -4 8 -8 9 -5 13 12 -12 -1 -15 16 18 -17 20 -18 21 22 -16 -23 -25 -24 27 28 -19 -30 right_child=1 2 3 6 -6 -7 7 -9 -10 -11 11 -13 -14 14 15 17 19 26 -20 -21 -22 23 25 24 -26 -27 -28 -29 29 -31 leaf_value=-0.034234292738021331 -0.055632098720780537 0.017512534410682203 0.027754503346419341 0.038061842267259727 -0.059629522114107852 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0.50429370487108816 3.1326310315635046 2.9648375847027637 4.5121135547669837 316.33482993466896 4.5018061968876273 22.44846271834831 92.087598819867708 leaf_count=118 84 13 6 9 59 45 34 28 58 31 28 20 41 43 35 119 4 899 59 109 100 96 4 110 58 171 3857 160 534 1068 internal_value=-2.2679e-05 0.00941179 0.013662 0.0198436 -0.026421 -0.0233993 0.0254052 0.00132111 0.0322379 0.00582422 -0.000370914 0.0158776 -0.0134049 -0.000639597 -0.000457358 -0.000661754 0.00808568 -0.00133701 0.0119092 -0.0402034 0.0151252 0.00711119 -0.014338 0.0180315 -0.00908353 -0.044139 -0.00102724 -0.00460902 -0.00332385 -0.0100629 internal_weight=597.639 21.2742 19.9693 17.3011 2.66817 1.97158 15.3295 3.38787 11.9417 2.98579 576.365 9.37566 4.01044 566.989 563.93 559.9 40.1241 519.776 37.1802 2.94391 35.1558 23.5926 7.95928 15.6333 6.09747 5.01641 516.244 199.91 195.408 114.536 internal_count=8000 367 283 211 72 51 160 62 98 40 7633 89 69 7544 7426 7383 746 6637 633 113 574 474 210 264 168 175 6518 2661 2501 1602 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=31 num_cat=0 split_feature=219 13 13 11 105 107 41 159 241 241 13 12 0 12 33 33 671 150 49 32 12 7 33 33 242 0 33 106 10 63 split_gain=0.766071 0.800689 2.30634 2.28301 2.19149 2.17788 2.79911 1.60806 2.39083 3.61486 3.46176 2.98448 1.8557 1.72873 2.21298 1.29752 1.17723 1.18692 3.61463 2.58229 2.77158 2.11145 1.66877 1.63235 1.53285 3.69776 4.05247 4.13891 3.01607 4.40046 threshold=1.0000000180025095e-35 -4711.4999999999991 -4657.4999999999991 -458.49999999999994 1.0000000180025095e-35 3.5000000000000004 0.14790000000000003 1.0000000180025095e-35 98437.500000000015 56280.000000000007 -4780.9999999999991 -986.49999999999989 111546.50000000001 -5149.4999999999991 0.79638790735610632 0.25601867163629516 8398.4850000000024 1.0000000180025095e-35 0.10985000000000002 0.44664389997845949 -2861.4999999999995 67695.750000000015 0.29184269380725553 0.12179401509664006 0.11001666666666667 108722.50000000001 0.58060556429891952 1.5000000000000002 -10303.999999999998 0.058450000000000009 decision_type=2 2 2 10 10 10 8 2 2 2 2 2 2 2 10 10 10 2 8 10 2 2 10 10 2 2 10 10 2 10 left_child=1 3 4 5 -3 7 -7 8 9 10 11 -1 -11 14 -10 -9 17 21 23 -20 22 24 -21 -19 25 26 27 -4 29 -27 right_child=-2 2 16 -5 -6 6 -8 15 13 12 -12 -13 -14 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.055489527088323748 0.024705166699025762 -0.060073143477043338 -0.0026149856488986568 -0.043445337001798888 0.02502732365137586 0.04047123082624126 -0.058932896771035706 -0.0036580413860802007 -0.057125602415934722 -0.061028756458718574 0.039979036784569572 0.03025093811646426 0.0303213007665777 0.033044653882047824 0.05373450160018628 0.036956446718092249 0.02914614645552694 0.013205563222959569 0.029682411328462638 0.025337079707240313 -0.058613904439242054 -0.058589148652073646 -0.031287027182198966 -0.060965864045485541 0.00034155630058612562 -0.059269903259425986 -0.036601780549963971 0.036092718983774606 0.0088758058223950918 0.0054912134753536124 leaf_weight=2.6524853537266564 3.1157237540464839 2.9835858345177253 57.665517414920032 2.1576318160878136 1.0134889597538856 1.0130407363176339 2.3533879400783917 2.5031626705313093 1.2993705441331247 3.5652788700026568 4.5260508066276151 1.6439755306928416 0.65864836238324631 8.5469482580374443 0.68878733782912593 9.1720427479012852 3.3560304660350075 1.0766979707987077 14.569124107947575 4.8645922865252968 1.8773584903683467 1.5915473489731073 1.7762825505924409 2.3847651777905412 426.14007187177776 8.9006938587408531 7.5772738195664706 7.8456801562570027 4.1671527002472422 3.7191037661395958 leaf_count=138 28 115 721 70 17 13 106 25 68 154 35 14 4 87 6 89 23 24 84 41 80 82 114 136 5015 218 319 46 45 83 internal_value=-2.26467e-05 -0.000152727 -0.00065263 0.00660784 -0.0384953 0.00940399 -0.0290198 0.0130728 0.00555925 -0.00874719 0.00946372 -0.0226822 -0.0467843 0.023276 -0.0187187 0.0282487 -0.000376363 -0.00055844 0.00975247 0.0168961 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-942.49999999999989 0.034176500000000005 0.77326341438495294 -16.499999999999996 1.0000000180025095e-35 0.039657105445117954 0.70545576647499264 0.0015500000000000004 1.0000000180025095e-35 0.040078589356680357 0.018900000000000004 -28.499999999999996 9.5000000000000018 0.16385548387096779 -39.499999999999993 2.5000000000000004 0.025363815782715401 0.65940863198499422 73233.000000000015 0.53377405794691768 0.26294789218207787 -17380.999999999996 1.0000000180025095e-35 1.0000000180025095e-35 285750.00000000006 70687.500000000015 704250.00000000012 1.0000000180025095e-35 decision_type=10 10 2 2 10 10 2 2 10 8 2 8 8 10 2 2 10 8 10 8 2 10 8 2 10 2 10 2 10 2 left_child=1 4 3 -2 5 8 7 -6 13 14 11 -11 -13 16 -10 -16 17 27 19 25 23 22 -22 24 -20 -19 -23 28 29 -1 right_child=2 -3 -4 -5 6 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 -18 18 20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011373897043972857 -0.053677805408304018 -0.055247202811808588 0.051436173069353178 0.047621918600708912 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2.493565637094437 11.666425714443903 49.617043841863051 1.2650358616374431 2.655569899827241 16.567469356086804 214.76006904890528 27.53785847441759 30.608542126952671 leaf_count=1841 54 123 7 7 52 42 49 156 31 5 6 19 542 30 54 68 63 255 96 81 25 61 168 439 5 34 242 2820 357 268 internal_value=-2.32238e-05 -0.00015789 0.0241118 -0.0169558 5.25252e-05 -0.000251299 0.0162913 0.023702 -7.3921e-05 -0.0131465 -0.031042 -0.0384697 -0.0474081 0.000414123 0.0226085 -0.000662115 0.00015961 0.00029959 0.00468684 0.0161153 -0.000598193 -0.0140769 -0.0363397 0.00757967 -0.0312966 0.0207542 0.00246586 -0.00104759 -0.00522907 -0.00775773 internal_weight=593.109 589.818 3.29101 1.31484 587.574 576.783 10.7915 9.78534 575.182 20.7007 13.7958 12.6785 11.4922 554.481 6.90487 3.43916 549.396 547.716 128.674 40.6884 87.9857 33.2247 14.1637 54.761 5.14392 37.7757 19.061 419.042 204.282 176.744 internal_count=8000 7932 68 61 7809 7552 257 208 7510 725 572 566 561 6785 153 122 6755 6692 1406 370 1036 496 193 540 101 289 303 5286 2466 2109 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=31 num_cat=0 split_feature=1 216 24 7 6 34 10 32 9 31 28 8 10 48 243 13 243 33 613 49 49 81 239 31 81 241 159 243 9 12 split_gain=0.806704 2.72071 2.29084 3.35028 3.34863 4.91017 3.04844 3.87715 3.54088 3.59665 3.19039 3.23748 3.98896 4.99282 4.64666 3.03192 6.57869 3.00552 2.93239 2.86622 3.10978 2.72792 4.6147 4.16185 3.07391 5.12807 5.99304 2.66488 3.09853 5.29435 threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 36708.750000000007 181008.00000000003 0.10315000000000001 -11747.999999999998 0.58416775799005938 0.017320500000000003 0.35502517441964682 1.0000000180025095e-35 542250.00000000012 -13956.499999999998 0.0016000000000000001 0.029336580733854502 -2715.9999999999995 0.046902020888199808 0.42854052718861196 8.5000000000000018 0.077450000000000005 0.064750000000000016 -895.49999999999989 0.25269088901669257 0.27086218055218064 -425.49999999999994 60375.000000000007 1.0000000180025095e-35 0.04993455497382196 0.019967499999999954 -5660.9999999999991 decision_type=2 2 2 2 2 8 2 8 2 8 2 10 2 10 2 2 2 8 8 10 10 2 10 8 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 10 8 9 17 11 19 14 -14 -13 16 -10 -8 -9 20 21 22 23 -4 -23 26 -26 -5 29 -29 right_child=-2 -3 6 27 -6 -7 7 18 15 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.029878325971632674 -0.001544630126063228 -0.055067491105589575 0.032463669541675948 -0.049476500306494378 0.015013605998281812 -0.064254633259079319 0.024345778508751456 0.039058992240773895 0.033323132500405354 -0.062376109668944316 0.027208287550989876 0.021134206488927068 0.029868651996123537 -0.058537758381551556 -0.04238475007096245 0.016165913026791053 -0.080371971214035345 -0.042546452143794267 -0.064504609904366503 -0.029024852040871508 0.044419285277302385 0.027485067071330416 0.028812597950428925 -0.055662474355509542 -0.068525799994729353 0.017385636042996512 0.018436291021357434 0.039552891664338341 0.031370163668016732 -0.073405121085640221 leaf_weight=2.387866160599514 352.12156990007497 2.0546761241275808 1.6971059856004984 3.9464953189599319 77.604563614237122 3.2996043111779727 3.7524942934978727 0.78921017237007618 2.3591056630248195 4.7300101062282929 12.175017427653072 3.6507954069820761 7.5783236855058913 2.023475962691009 13.623288583738029 16.125471065752212 2.7618463927647099 3.0392822790890932 5.1036312960786736 5.3152636083541429 5.6963778838980934 17.531890562560871 3.9596271340269587 6.362056143261726 4.7379256543936261 14.558699817280283 3.4050269271247089 1.7057976326905189 4.1163888220326044 2.6470890205528104 leaf_count=19 5264 34 9 116 616 72 24 7 14 71 98 77 49 79 335 107 42 32 147 147 33 110 40 164 72 101 22 13 34 52 internal_value=-2.33831e-05 0.00222034 0.00271767 0.00868777 0.0122996 -0.0247332 -0.00133541 -0.0132964 -0.00658175 -0.0289012 0.00318423 -6.06518e-05 -0.0145989 0.011238 -0.0289603 0.0055219 -0.0279952 -0.00558812 -0.0506347 0.00611551 0.00933871 0.00551434 -0.0153881 -0.0371048 0.0117584 -0.000386836 -0.0321621 -0.0155421 0.000270523 -0.0291394 internal_weight=590.86 238.738 236.684 95.7078 83.292 5.68747 140.976 38.6611 32.7682 11.5218 102.315 90.1399 26.8759 9.6018 17.2741 21.2464 5.12095 6.79178 5.89284 63.264 57.9487 52.2523 12.0188 8.05916 40.2335 22.7017 8.14295 12.4158 8.46928 4.35289 internal_count=8000 2736 2702 922 707 91 1780 444 290 127 1336 1238 540 128 412 163 56 56 154 698 551 518 213 173 305 195 94 215 99 65 is_linear=0 shrinkage=0.05 Tree=295 num_leaves=31 num_cat=0 split_feature=196 8 54 239 6 42 36 241 107 239 9 76 242 77 36 57 58 32 71 0 1 11 35 10 13 10 107 78 33 10 split_gain=0.758628 0.762417 2.52064 1.98957 1.67812 3.81992 1.99906 2.53457 1.29268 1.62634 2.68722 1.26911 1.48333 1.26732 2.56502 1.14376 2.9475 2.62514 2.51581 3.17335 2.35828 2.12217 2.59055 1.88917 4.55194 2.83127 2.34069 2.52767 2.30762 1.91841 threshold=1.0000000180025095e-35 1307250.0000000002 0.12065000000000002 0.040185938992597904 1215249.7500000002 0.15960000000000002 0.96295000000000008 22275.000000000004 1.0000000180025095e-35 0.073557648196857561 0.0076745000000000008 0.10635000000000001 0.27674166666666672 4.5000000000000009 0.97785000000000011 0.0081500000000000027 0.39580000000000004 0.29270251065408076 0.020050000000000002 102830.50000000001 1.0000000180025095e-35 -2000.4999999999998 0.18970000000000001 -23125.999999999996 -283.49999999999994 -23614.499999999996 1.5000000000000002 1.5000000000000002 0.55405573365221705 -21535.999999999996 decision_type=2 8 8 8 2 10 8 2 10 8 2 8 2 10 10 8 8 10 8 2 2 10 10 2 2 2 8 10 8 2 left_child=1 4 -3 -4 15 6 -6 -8 11 -10 -11 -5 -13 14 -7 16 17 -1 19 20 -17 22 -19 24 25 26 28 -28 -20 -25 right_child=-2 2 3 8 5 13 7 -9 9 10 -12 12 -14 -15 -16 18 -18 21 23 -21 -22 -23 -24 29 -26 -27 27 -29 -30 -31 leaf_value=-0.060523391408909222 -0.035841645569458139 -0.053666702133805623 -0.055120801619752052 0.047847751687187329 0.048455360152875659 0.037219014417919367 0.049015480688799316 -0.057986683778525172 0.042906912976817708 0.02993809399430164 -0.056801171575638236 -0.034138984652465981 0.036389265755773247 0.047599253443647543 -0.058192182468933332 0.017142305216330152 -0.048982940035256765 -0.055561809616232818 -0.055843606272859704 0.023924452190892852 -0.060809836756349281 0.018874000527484135 0.042162679416806743 0.010669825133028707 0.056422447767846301 -0.063770303838655062 -0.058796330716640116 0.049167814717695213 0.031984600488059359 -0.00058648589080581017 leaf_weight=1.650545473210516 1.4746363830054168 1.3868922896217579 0.90192910173209107 5.5086165685206625 0.57616322091780414 1.597214564913884 0.60718543455004681 6.2504919833008898 1.6605306211858994 1.6528139109723272 1.9421489071391986 1.2528371365042414 1.8410102212801573 1.9281134256161747 1.2602150525781324 1.7874565422534971 4.1838901988230637 2.3782749407837396 0.95836886565666368 20.815813234134112 2.1221636991249397 9.2412854992144258 0.94865081948228169 41.248478155932389 1.7802430391311634 3.9825476757541756 3.2301910181995495 0.65146265341900278 3.4052677460713312 459.69236961004208 leaf_count=36 64 110 51 33 6 15 2 226 14 18 100 45 19 12 61 21 121 150 30 206 58 149 13 517 3 124 126 4 55 5611 internal_value=-2.40345e-05 6.60305e-05 0.0107803 0.0168359 -0.000237321 -0.018567 -0.0409971 -0.0485126 0.0215191 0.00198155 -0.0169221 0.0334552 0.00782922 0.0162759 -0.00486028 0.000164016 -0.0120939 -0.00123922 0.000582005 0.0161615 -0.0251706 0.00654639 -0.0276963 -0.000166049 -0.0182764 -0.0291518 -0.0124307 -0.0406766 0.0126952 0.000340381 internal_weight=587.918 586.443 16.1468 14.7599 570.296 12.2194 7.43384 6.85768 13.858 5.25549 3.59496 8.60246 3.09385 4.78554 2.85743 558.077 18.4026 14.2188 539.674 24.7254 3.90962 12.5682 3.32693 514.949 14.0081 12.2278 8.24529 3.88165 4.36364 500.941 internal_count=8000 7936 390 280 7546 322 234 228 229 132 118 97 64 88 76 7224 469 348 6755 285 79 312 163 6470 342 339 215 130 85 6128 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=31 num_cat=0 split_feature=78 242 9 243 22 10 81 32 10 0 144 61 239 0 128 10 0 81 48 239 54 10 12 33 81 81 0 81 81 7 split_gain=0.757203 1.30128 2.26266 1.89332 2.45673 1.80282 1.50812 1.48517 1.22433 1.15875 1.15511 1.24964 1.86634 1.84402 2.59923 2.08355 2.6712 2.35427 1.86412 1.82725 1.57035 1.54718 1.82766 1.34705 1.11542 3.12611 4.45159 6.23429 4.28393 3.67622 threshold=1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 0.029339801091616002 2.5000000000000004 -14250.499999999998 -1167.4999999999998 0.36097867308248693 -11581.499999999998 100048.00000000001 1.0000000180025095e-35 0.0042500000000000012 0.16628342071623003 109870.50000000001 1.0000000180025095e-35 -10303.999999999998 101564.50000000001 -148.49999999999997 0.080350000000000019 0.028961811069139701 0.12065000000000002 -20596.499999999996 -986.49999999999989 0.61355931083430548 -1015.4999999999999 -680.49999999999989 101836.50000000001 -732.49999999999989 -660.49999999999989 15133.500000000002 decision_type=8 2 2 2 2 2 2 10 2 2 2 8 8 2 2 2 2 2 10 10 10 2 2 8 2 2 2 2 2 2 left_child=9 10 3 -3 5 7 -6 -5 -7 -1 11 12 -2 15 -15 16 23 -17 21 -20 -14 22 -18 -13 -11 26 27 -26 -27 -30 right_child=1 2 -4 4 6 8 -8 -9 -10 24 -12 13 20 14 -16 17 18 -19 19 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31 leaf_value=-0.044934762263852929 0.037011335053783456 0.036069562707411108 -0.059502167844030521 0.014023392176691199 -0.0033065203756550729 0.033756347582345789 -0.075238872459454792 -0.04405490066905593 -0.0092435378841891052 -0.0040947598107281494 -0.021516852249355262 -0.071326372856818032 -0.05771310641411842 0.021906985362894364 -0.062286797323701196 -0.066929594820351379 -0.041564054928999124 0.010568098707042232 0.029453427378084332 -0.061651237287272322 0.017240426764603071 0.027740983637112811 0.03852628168444764 0.0057769157151545481 -0.071283654378270375 -0.064540395691053729 0.013913143292785811 0.022276941334348613 -0.012723037993691906 0.0019278440178435198 leaf_weight=1.4757977465633292 8.6209872142644564 2.91947217751295 1.8047015776974138 1.7842507765162761 1.1805774007807488 4.5630303691723384 1.9035485425265495 2.8734546397099621 2.5978691789787218 155.90653535799356 2.9301372847985467 1.2766195377334946 1.0558480945765052 1.5818233162863182 2.1801116871647528 1.7669587577693167 1.8400841174880045 2.2003118614666191 0.93393678427673821 1.3400939449202267 2.0664433082856704 21.651361231262857 1.1622411683201814 1.0183291457360608 3.8082716354401782 2.6652935603633514 68.527465788589325 3.3438677049707612 52.827359709423035 225.95160101669899 leaf_count=29 78 30 64 21 21 38 28 78 31 2911 37 24 36 30 48 35 58 14 14 39 35 168 6 19 86 65 711 29 801 2416 internal_value=-2.44936e-05 0.00480624 -0.00615251 -0.000750252 -0.00796332 0.00240716 -0.0477038 -0.0218066 0.0181566 -0.000693485 0.00897254 0.0108072 0.0250155 0.00629178 -0.0268849 0.0100522 0.0146681 -0.0239481 0.0190813 -0.0242349 -0.0081062 0.0230767 -0.01056 -0.0371136 -0.00056622 0.000974205 0.00999551 -0.0275409 -0.0014516 -0.000848432 internal_weight=585.758 71.2522 19.6269 17.8222 14.9027 11.8186 3.08413 4.65771 7.1609 514.506 51.6253 48.6952 11.7433 36.9519 3.76194 33.1899 29.2227 3.96727 26.9277 2.27403 3.12229 24.6537 3.00233 2.29495 513.03 357.124 75.6796 7.15214 281.444 278.779 internal_count=8000 952 311 247 217 168 49 99 69 7048 641 604 149 455 78 377 328 49 285 53 71 232 64 43 7019 4108 826 115 3282 3217 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=31 num_cat=0 split_feature=352 368 45 352 371 391 44 241 59 81 11 10 36 59 7 34 62 59 11 9 49 76 76 77 50 48 0 73 33 52 split_gain=0.787662 0.832429 1.17562 0.796717 0.942259 1.40053 1.10699 1.20364 1.19616 2.40498 2.25433 1.60035 1.36969 1.35785 1.6176 1.13035 1.25667 1.16928 3.52355 5.65819 2.44351 2.08799 3.45939 2.79919 2.118 2.94598 3.04545 3.04799 3.51723 2.02663 threshold=3556.6875000000005 133650.00000000003 0.0081500000000000027 12899.205000000002 12.500000000000002 1.0000000180025095e-35 0.0096500000000000006 42017.250000000007 0.0099500000000000022 -810.49999999999989 -899.49999999999989 -18812.499999999996 0.94905000000000006 0.012050000000000002 10471.500000000002 0.011850000000000001 0.015100000000000001 0.040150000000000005 -981.49999999999989 0.0071969999999999508 0.065550000000000011 0.037250000000000005 0.044150000000000009 1.0000000180025095e-35 0.97195000000000009 0.071950000000000014 104110.00000000001 0.059050000000000005 0.23079912418165444 0.0087500000000000026 decision_type=8 8 8 8 8 10 8 2 8 2 8 2 8 8 2 8 8 8 10 2 10 8 8 10 8 8 2 8 8 8 left_child=-1 2 -2 -3 -5 6 7 -6 9 12 -11 -12 -8 14 -10 -15 -17 18 19 -18 -21 23 -23 -19 -24 26 -26 28 -28 -27 right_child=1 3 -4 4 5 -7 8 -9 13 10 11 -13 -14 15 -16 16 17 21 -20 20 -22 22 24 -25 25 29 27 -29 -30 -31 leaf_value=0.036716188867612014 0.052602083887376562 0.035095140072293432 -0.056681143627998046 -0.038082876870656694 0.02400135635742949 0.049164458795530164 0.041291705317488159 -0.05739432061181865 0.030307376352096956 0.035770040587600756 0.027843124582156643 -0.043022792437852078 -0.055296802744060528 -0.059689383767285692 -0.059557332836614553 0.031445742179116325 0.018840345724420639 -0.0089781632774274863 0.0099925014388687877 -0.06101363999397668 0.010082328817118803 -0.04090515661796279 -0.048426792193649329 0.041084833470096289 0.033706878040853816 0.015763218816249463 0.021165106555771907 0.019174520854321624 -0.06135350414589158 -0.0011734934986015483 leaf_weight=1.455147410277277 0.30335655808448758 1.611136441119015 1.3036856811959296 1.6294397554593159 0.62713745189830605 1.4444883402902622 0.46857702173292581 1.6469032187014816 0.67537835892289821 8.9719773237593454 1.3892637673998254 1.8677039411850263 1.6938205700716933 0.79708154327818093 1.9368428094312546 3.1382902812911189 4.3918445209565133 4.6401721258880553 11.126060341572154 7.8415409756707941 1.4287473997392224 5.1819684595102435 2.2337319715516051 7.0107570947729982 13.125396095740145 18.361772358475719 2.1191958598792526 8.2159956512623467 3.3055778355919756 463.92784302704968 leaf_count=13 1 17 83 49 12 7 3 84 6 53 20 27 81 30 69 33 66 64 125 280 33 155 70 47 122 263 15 132 93 5947 internal_value=-2.42636e-05 -0.000116058 -0.0360521 -1.66269e-05 -0.000114296 -7.17899e-06 -0.000130465 -0.0349469 7.50527e-06 0.0142406 0.0228356 -0.0127948 -0.0343667 -0.000358622 -0.0363232 -0.000189909 -0.000104618 -0.000283696 -0.0108969 -0.0279087 -0.0500562 0.000214451 -0.000257748 0.0211464 0.000154218 0.000367391 0.0165133 -3.06432e-05 -0.0291175 -0.000528678 internal_weight=583.871 582.416 1.60704 580.809 579.198 577.568 576.124 2.27404 573.85 14.3913 12.2289 3.25697 2.1624 559.458 2.61222 556.846 556.049 552.911 24.7882 13.6621 9.27029 528.122 516.471 11.6509 511.29 509.056 26.7662 13.6408 5.42477 482.29 internal_count=8000 7987 84 7903 7886 7837 7830 96 7734 184 100 47 84 7550 75 7475 7445 7412 504 379 313 6908 6797 111 6642 6572 362 240 108 6210 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=31 num_cat=0 split_feature=241 167 77 81 158 31 76 241 17 10 81 143 32 12 28 35 14 240 9 10 243 239 243 242 6 242 107 9 239 9 split_gain=0.763798 2.35635 2.01708 1.99879 5.01255 5.1737 3.21168 4.07378 3.6828 2.63995 2.61699 3.48281 2.52562 2.33699 2.31463 2.82875 3.3381 4.14204 2.694 2.42861 2.19369 2.98074 2.96618 2.10408 2.06869 1.83423 2.7913 1.85315 4.891 1.67744 threshold=43762.500000000007 1.0000000180025095e-35 10.500000000000002 -425.49999999999994 1.0000000180025095e-35 0.35251930783564128 0.070450000000000013 36342.000000000007 1.0000000180025095e-35 -11402.499999999998 -1382.4999999999998 1.0000000180025095e-35 0.52475213777949481 -3608.4999999999995 1.0000000180025095e-35 0.066450000000000023 13.500000000000002 0.082944508160643415 0.0056604999999999512 -11885.499999999998 0.051057528597044662 0.033959832429505454 0.054247454345486203 0.35918846153846157 274068.00000000006 0.14190049140049138 1.0000000180025095e-35 0.018717500000000001 0.069403594880066616 0.0081490000000000017 decision_type=2 2 10 2 2 10 8 2 2 2 2 2 10 2 2 10 8 2 2 2 2 10 2 2 2 2 8 2 10 2 left_child=1 3 -2 10 5 6 24 8 9 12 14 20 -8 -9 15 16 19 -18 -19 -1 25 -22 -23 -14 -5 26 -12 28 -27 -6 right_child=2 -3 -4 4 29 -7 7 13 -10 -11 11 -13 23 -15 -16 -17 17 18 -20 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.033370072159001847 -0.00072551217617543024 0.054157311006092335 -0.046239242279062891 0.0061748338896761221 -0.005211263345020865 -0.05780823707201678 0.027308598221428754 0.0085056288107839047 -0.055357941993974202 -0.034909410566667104 0.031874341603278754 -0.04080613773044036 -0.061711576032187701 0.050300660311507699 0.036580232747263318 0.024865663561610227 0.035153084126928573 0.016270180184252234 -0.06203686891353969 0.04156247995344925 -0.04703191979613261 -0.037519792448503619 0.01993476306115511 0.027040063361924611 -0.060042946468708183 0.034584115867086269 -0.045891009111116349 0.038529434625480308 -0.040538735743005705 -0.073771358948326982 leaf_weight=1.7498248488409442 455.03129373245247 2.2494976692832998 2.4474135775235473 2.0108313243836156 1.2164894030429412 3.5643634435837148 10.022087541874496 5.9935491916257888 2.9532525623217216 3.242126106284565 2.4251314064022145 2.822454606066457 1.6823245179839426 7.5677073393017036 2.6586067791795349 3.8963583136792286 1.6406318522058434 1.276279698475262 7.8776802937500179 2.830409863032405 2.5983167137019363 2.6829446021001813 13.806315970839931 1.1073834266280753 2.8527862336486578 7.1783976657316106 2.201350660296157 17.95506666530855 3.1033737969119102 3.3463569970335811 leaf_count=51 6508 8 40 31 15 106 55 46 41 30 17 62 39 23 23 69 16 20 225 12 58 27 99 10 54 46 45 99 58 67 internal_value=-2.40241e-05 0.00344799 -0.000969001 0.00251499 -0.00578018 -0.000247237 0.00523385 0.0108936 -0.00404335 0.00539639 0.00744206 0.0132859 0.0155961 0.0318289 -0.00715387 -0.0131873 -0.0228309 -0.0380068 -0.051119 0.0129354 0.0162247 0.00274306 0.0105864 -0.0264813 -0.0326656 0.024055 -0.0051276 0.0288365 0.0119096 -0.0554927 internal_weight=581.991 124.512 457.479 122.262 45.5593 40.9964 37.432 32.5684 19.0072 16.0539 76.7031 54.7734 12.8118 13.5613 21.9298 19.2712 15.3748 10.7946 9.15396 4.58023 51.9509 19.0876 16.4893 2.78971 4.86362 32.8633 4.62648 28.2368 10.2818 4.56285 internal_count=8000 1452 6548 1444 517 435 329 244 175 134 927 511 104 69 416 393 324 261 245 63 449 184 126 49 85 265 62 203 104 82 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=31 num_cat=0 split_feature=633 1 216 30 11 33 6 40 10 11 239 24 12 32 36 40 7 13 11 24 111 34 10 81 32 13 241 107 26 242 split_gain=0.779737 0.857721 2.53689 2.09603 4.98904 4.34502 4.09387 3.72899 3.51217 4.55099 3.43082 4.72143 4.51958 3.71833 3.35136 3.29766 2.98955 3.17384 2.78599 4.02901 5.33835 2.7509 2.8256 3.87611 2.70526 2.62732 2.61756 2.54732 2.54343 2.53353 threshold=-79.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2051.4999999999995 0.54333994253778883 247587.75000000003 0.25570000000000009 -10850.999999999998 -853.49999999999989 0.19596100291555049 8.5000000000000018 -6584.4999999999991 0.58416775799005938 0.97645000000000015 0.37070000000000008 44021.250000000007 -4586.4999999999991 -205.49999999999997 13.500000000000002 1.0000000180025095e-35 0.032250000000000008 -22324.499999999996 -353.49999999999994 0.67105889517054151 -4843.4999999999991 46875.000000000007 1.5000000000000002 1.0000000180025095e-35 0.26303928571428575 decision_type=10 2 2 2 8 10 2 10 2 10 10 2 2 8 8 10 2 2 10 2 2 8 2 2 10 2 2 8 2 2 left_child=1 2 3 4 5 6 -1 8 16 -10 11 -5 -13 18 -11 -8 17 25 19 20 -14 24 23 -23 -19 -6 -16 -21 -29 -18 right_child=-2 -3 -4 10 7 -7 15 -9 9 14 -12 12 13 -15 26 -17 29 21 -20 27 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.019319005633532484 0.027184452305333576 -0.0017316295625951009 -0.0536874516889446 0.021282721455762935 0.015268660768632689 0.013349253008936746 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1.4786676319781689 4.1660388679883891 5.7680909213377163 2.065590168815107 1.8804851714521649 3.4797122665622737 leaf_count=56 24 5245 34 45 61 288 308 91 135 17 152 132 114 128 19 5 91 47 21 35 13 45 571 41 12 85 84 30 14 57 internal_value=-2.30553e-05 -0.000146632 0.0021974 0.00268482 0.00559613 -0.0113976 -0.0241725 0.00996309 0.0112643 -0.00492053 -0.00511317 -0.0110274 -0.0183394 -0.0297017 -0.030057 -0.0345569 0.0154202 0.017649 -0.0210311 -0.0281095 -0.0489873 0.0204764 0.0224734 -0.0118022 -0.0184378 -0.0112345 -0.0440059 -0.00338301 -0.0333978 -0.0168633 internal_weight=579.779 577.158 232.83 230.816 168.069 34.36 22.6615 133.709 130.54 26.6713 62.747 49.9621 40.742 27.8003 10.7495 18.2936 103.868 97.1603 22.6973 19.5115 10.5791 88.4974 84.1776 5.61198 4.3198 8.66297 8.60206 8.93243 3.94608 6.70798 internal_count=8000 7976 2731 2697 2013 657 369 1356 1265 255 684 532 487 355 120 313 1010 862 227 206 127 716 657 86 59 146 103 79 44 148 is_linear=0 shrinkage=0.05 Tree=300 num_leaves=31 num_cat=0 split_feature=32 8 242 81 243 30 241 33 79 13 239 10 170 32 242 105 33 9 24 242 170 14 130 26 73 33 6 240 156 10 split_gain=0.763618 2.20746 3.93901 2.76592 2.14152 3.18287 3.01966 1.61581 2.93865 1.68956 1.6309 1.17254 3.61717 4.1572 3.50906 3.19909 4.357 4.63625 3.28942 4.85196 3.1359 4.25543 3.48776 3.86965 3.57152 4.36353 4.31955 6.47928 4.15806 4.07013 threshold=0.093418472625969654 654750.00000000012 0.14885833333333334 -680.49999999999989 0.067988707393840567 1.0000000180025095e-35 110812.50000000001 0.4893563484713756 1.5000000000000002 -1117.4999999999998 0.048548848301339161 -12648.499999999998 1.0000000180025095e-35 0.15433961805944044 0.099986842105263166 1.0000000180025095e-35 0.4391696023539125 0.031042000000000004 11.500000000000002 0.12997777777777778 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.065050000000000011 0.68404824505613304 1313055.0000000002 0.38875100909480248 1.0000000180025095e-35 -23125.999999999996 decision_type=10 8 2 2 2 2 2 8 10 2 10 2 2 10 2 10 8 2 2 2 2 10 2 2 8 8 2 2 2 2 left_child=1 4 -3 -4 7 6 -6 8 9 -1 -9 20 13 -13 -14 16 18 -18 -16 -20 21 22 23 -2 -24 28 27 -27 29 -26 right_child=11 2 3 -5 5 -7 -8 10 -10 -11 -12 12 14 -15 15 -17 17 -19 19 -21 -22 -23 24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.048501560574639863 0.0076175641875989401 0.036093715375977338 -0.0010442871807964482 -0.076081136608765518 -0.07400854757049237 0.030074196151994605 0.010512811564651555 0.0054210406676536236 0.035015206564730963 0.0076094090952277555 0.038439090526115598 -0.04362645606963645 -0.053770612204921721 0.0024769953795375438 0.017830126316120836 0.013736010564616095 -0.052635600575567237 0.016222571000515985 0.028149036250689277 -0.055163945023076692 0.0092812137334685393 -0.068228383449189509 -0.025972169945118626 -0.063456648829774018 -0.059595089199067544 -0.036386746069684769 0.027787653544120369 0.0040084822514055759 -0.070706033801986146 0.0057196962075324884 leaf_weight=2.8527937494218349 101.63408973249898 2.2780936090275636 2.1832071738317609 2.8071643002331257 2.5451590666198163 2.7145572984591126 1.8069767216220496 5.5388956852257278 3.8674759184941649 2.5325959324836749 11.514979602769015 5.0998476929962626 5.3534437661000984 118.60534721659496 9.7123059392906743 10.108538103988392 11.793261298793366 3.0837334145617197 2.6905487766489378 4.9861675815773197 88.32290657563135 2.3715214412077321 18.695257817846141 1.9518613901454944 2.4428745418554163 25.710277844795201 5.1375495267129727 16.169981836494117 1.8875898667611171 101.02747764544256 leaf_count=28 1453 11 21 32 41 15 12 39 16 12 53 56 125 1338 60 80 202 44 18 69 1129 74 545 50 79 628 81 279 39 1371 internal_value=-2.31447e-05 0.0065849 -0.0183845 -0.0432537 0.012023 -0.0124144 -0.0389159 0.0185876 0.00176454 -0.0221142 0.0277152 -0.000523463 -0.00393493 0.000576343 -0.0156276 -0.0108088 -0.0184983 -0.0383625 -0.00150375 -0.0259643 0.0010773 -0.0015383 -0.000962464 0.00627832 -0.00534686 -0.00281631 -0.0154821 -0.0207901 0.00283604 0.00417765 internal_weight=577.426 40.6419 7.26847 4.99037 33.3734 7.06669 4.35214 26.3067 9.25287 5.38539 17.0539 536.785 171.433 123.705 47.728 42.3746 32.266 14.877 17.389 7.67672 365.351 277.028 274.657 103.586 171.071 152.376 47.0178 41.8803 105.358 103.47 internal_count=8000 280 64 53 216 68 53 148 56 40 92 7720 1992 1394 598 473 393 246 147 87 5728 4599 4525 1503 3022 2477 988 907 1489 1450 is_linear=0 shrinkage=0.05 Tree=301 num_leaves=31 num_cat=0 split_feature=14 9 40 33 11 51 625 242 36 240 630 81 170 128 624 65 243 633 632 131 240 7 240 51 107 123 242 68 24 240 split_gain=0.769699 2.30518 2.15403 1.43435 4.04806 1.33856 1.30443 1.22478 3.01967 1.16862 1.10823 1.78051 1.81265 1.69026 1.28205 2.35212 1.23111 1.1631 1.50524 1.23502 1.85725 2.78741 1.9259 2.49986 2.30113 1.54055 3.45397 2.34641 1.43109 2.87972 threshold=20.500000000000004 0.029709000000000003 0.13015000000000002 0.61697391881022823 -458.49999999999994 0.83340000000000003 2836.5300000000002 0.13982000000000003 0.98235000000000017 0.88399785132003628 10856.002500000001 -277.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 15346.440000000001 0.81550000000000011 0.03321402042197636 -2120.9999999999995 -428.49999999999994 1.0000000180025095e-35 0.21658280940586913 38567.250000000007 0.47700862703192853 0.80725000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.17276461538461538 0.077600000000000016 13.500000000000002 0.14928760726185583 decision_type=10 2 10 8 8 10 8 2 8 2 8 2 2 2 8 10 2 8 8 2 2 2 2 10 10 2 2 8 2 2 left_child=6 2 3 7 -5 -4 9 8 -2 -1 11 13 -13 16 15 -12 -8 -16 -19 28 21 -21 25 24 -24 -22 27 -27 -20 -30 right_child=1 -3 5 4 -6 -7 10 -9 -10 -11 14 12 -14 -15 17 -17 -18 18 19 20 22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0580629111004142 0.043143462898346981 -0.043006611448032278 -0.066698869622417209 -0.060643462180071633 0.033147313664967086 0.014058053484766866 0.031860103718637338 0.034775437427346449 -0.036414585091140435 0.032427953241428692 -0.060193437809799834 -0.058024379849177667 0.025879495426462003 0.021918422256702534 0.038594355133125702 0.039863484334576003 -0.059158475295716155 -0.041348615555272854 -0.0029219526786204261 -0.050967831696969737 0.037411370512739545 0.029116486595749381 0.0030140535984339123 0.043808935415446386 -0.062301594037371989 0.02896448373646059 0.029035149935108848 -0.06789962948294348 0.019980546852158214 0.00016604061239518437 leaf_weight=1.7099673647462625 2.4488245967659266 1.9850691961473774 1.2875173579377581 1.9711903990246353 2.7630447372794142 0.85311317106243212 0.54409112327267095 10.872979052131994 2.3251810083165765 0.45085248726536509 2.1886264060303806 1.7074180982017415 1.0332569347228855 16.114394965348765 1.8941754414117893 0.80281256185844529 1.1712959628493989 2.2628211996343452 335.46225104198675 2.8160700808512074 9.3037974039907603 1.7691404119250362 3.2930623246647874 1.8161606134381143 2.2836031929182354 0.9191295783966783 6.4145723292604089 1.9550093055004252 21.265396661474369 133.15049527216615 leaf_count=88 13 63 39 64 21 11 11 61 32 7 73 46 12 182 18 8 45 92 4436 72 95 25 41 15 87 10 45 48 303 1937 internal_value=-2.41335e-05 0.00864599 0.0131986 0.0182099 -0.00590429 -0.0345145 -0.000410227 0.0255061 0.00439469 -0.0391821 -0.000257392 0.0111282 -0.0263919 0.0168956 -0.000701306 -0.0333412 -0.030289 -0.000515185 -0.000656908 -0.000479988 0.00927014 -0.0200684 0.014447 -0.0071397 -0.0237322 0.0230304 0.00862615 -0.0369232 -0.00108844 0.0028948 internal_weight=574.835 24.5069 22.5219 20.3812 4.73424 2.14063 550.328 15.647 4.77401 2.16082 548.168 20.5705 2.74068 17.8298 527.597 2.99144 1.71539 524.606 522.712 520.449 30.5705 4.58521 25.9853 7.39283 5.57667 18.5925 9.28871 2.87414 489.878 154.416 internal_count=8000 304 241 191 85 50 7696 106 45 95 7601 296 58 238 7305 81 56 7224 7206 7114 438 97 341 143 128 198 103 58 6676 2240 is_linear=0 shrinkage=0.05 Tree=302 num_leaves=31 num_cat=0 split_feature=78 241 33 32 32 31 10 240 9 33 159 242 242 242 43 11 80 151 33 48 12 6 24 162 240 59 633 240 24 234 split_gain=0.768015 1.24155 1.74812 1.92014 1.95982 2.29325 1.69209 2.24174 1.24325 1.92699 2.19909 1.58747 1.96396 1.88995 1.52483 1.21372 1.17021 1.08178 2.65929 2.60627 1.44938 2.9926 1.48362 1.35717 4.07071 3.03218 4.45045 3.30615 3.04201 2.64051 threshold=1.0000000180025095e-35 137250.00000000003 0.37486590641619366 0.57579659482178502 0.093418472625969654 0.32278925462410252 -10547.499999999998 0.50001666777785203 0.018119000000000003 0.24518380290995226 1.0000000180025095e-35 0.23072857142857142 0.31931666666666675 0.10194523809523807 0.036050000000000006 -1177.9999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.55583709744822496 0.033100000000000004 -5149.4999999999991 1013080.5000000001 10.500000000000002 1.0000000180025095e-35 0.20384429809581342 0.055550000000000009 -279.99999999999994 0.12227225422919846 13.500000000000002 1.0000000180025095e-35 decision_type=10 2 10 8 10 8 2 2 2 8 2 2 2 2 8 10 10 2 8 10 2 2 2 2 2 8 10 2 2 2 left_child=17 2 6 4 -4 -6 8 16 9 -2 14 13 -13 -10 -11 -5 -8 23 20 -20 21 -19 -22 -1 25 -25 27 28 -27 -26 right_child=1 -3 3 15 5 -7 7 -9 11 10 -12 12 -14 -15 -16 -17 -18 18 19 -21 22 -23 -24 24 29 26 -28 -29 -30 -31 leaf_value=-0.0023831006433882897 0.023167338366711372 0.019696722065775153 0.016998304688606289 0.017369200860075894 0.013416521508648582 -0.056946112731142223 -0.0098407231307056572 0.016743210774940329 -0.012268078174813162 0.0081056141386890088 0.014745860949335891 -0.036265815947273614 0.029042348897636922 0.031401151954570487 -0.063698138135439425 -0.038463536416284631 -0.066882578363063522 -0.057754496812050915 -0.061325984120974265 0.020075812586522159 0.048883372893092976 0.048638657914566091 0.0099572823641970974 0.021261169068960473 0.01245556396851636 -0.058724017750112392 0.046443106933008099 -0.063851029028549694 0.034143829582193433 -0.017369775529374385 leaf_weight=397.43360123055754 4.409670788329092 11.818130917556116 1.8574187317863069 5.4800303523734328 1.4944640044122932 5.1434337031969335 1.5912039633840316 2.9077661884948611 2.9343905592104482 1.0110239200294029 2.6977420910261571 2.6517195948399594 2.0342960562556982 15.917986677028237 2.7518912497907877 1.1836062225629582 2.0671998677426018 1.4614292188198317 2.1378929432539731 1.8207649193936957 5.5982879307121038 1.2066580300452185 4.3497309000231326 3.6063335376675214 67.32481506394106 1.5131315097678437 1.6038931189104921 6.713792082038708 2.1134381622541696 8.3402106837602314 leaf_count=5727 33 130 19 149 16 207 15 21 28 9 16 35 13 98 54 44 33 46 64 40 17 6 42 58 639 52 6 182 19 182 internal_value=-2.33785e-05 0.00496721 0.00186613 -0.0126405 -0.028401 -0.0411046 0.00723297 -0.0160265 0.0116716 -0.00231405 -0.0197062 0.0181303 -0.00791419 0.024604 -0.0444058 0.0074521 -0.0420725 -0.000694606 0.0118678 -0.0238856 0.0230864 -0.00963757 0.0318631 -0.00112072 0.00437959 -0.0189198 -0.0310517 -0.0430719 -0.00460388 0.00916805 internal_weight=573.176 67.952 56.1338 15.159 8.49532 6.6379 40.9749 6.56617 34.4087 10.8703 6.46066 23.5384 4.68602 18.8524 3.76292 6.66364 3.6584 505.224 16.5748 3.95866 12.6161 2.66809 9.94802 488.649 91.2156 15.5506 11.9443 10.3404 3.62657 75.665 internal_count=8000 920 790 435 242 223 355 69 286 112 79 174 48 126 63 193 48 7080 215 104 111 52 59 6865 1138 317 259 253 71 821 is_linear=0 shrinkage=0.05 Tree=303 num_leaves=31 num_cat=0 split_feature=31 4 36 139 0 13 13 33 33 11 33 239 241 6 24 240 103 14 11 7 10 10 241 11 627 12 12 12 5 164 split_gain=0.738763 1.99766 2.43354 4.49918 2.13736 1.90075 2.69804 1.84296 1.53492 1.28136 1.1634 2.1017 2.10081 3.09574 3.40812 1.81987 1.12641 1.16288 2.8548 3.55641 2.138 2.0907 2.11271 2.35709 2.00252 1.84299 1.4295 2.78274 5.28953 4.23401 threshold=0.20024914172550759 1.0000000180025095e-35 0.97985000000000011 1.0000000180025095e-35 102549.00000000001 -1076.4999999999998 -3915.4999999999995 0.31937944545855451 0.44985477748110575 -946.99999999999989 0.11392442368259932 0.16438393897101314 50812.500000000007 365832.00000000006 10.500000000000002 0.35717218403209533 1.0000000180025095e-35 20.500000000000004 -1539.4999999999998 28336.500000000004 -16517.499999999996 -8609.4999999999982 44250.000000000007 -153.49999999999997 2798.3925000000004 -5942.4999999999991 -6339.9999999999991 -4121.4999999999991 188550.00000000003 1.0000000180025095e-35 decision_type=8 2 8 2 2 2 2 8 10 8 8 8 2 2 2 2 10 10 8 2 2 2 2 10 8 2 2 2 2 2 left_child=1 2 -1 4 -4 6 -6 -8 9 -3 11 12 -2 -14 -15 -13 17 21 19 -19 -21 24 -23 -24 -12 -20 -26 28 -28 -29 right_child=10 8 3 -5 5 -7 7 -9 -10 -11 16 15 13 14 -16 -17 -18 18 25 20 -22 22 23 -25 26 -27 27 29 -30 -31 leaf_value=0.027659793726913837 0.018985036106214291 0.041557026256766029 -0.076517196409261523 0.037776942241560391 0.020357132361585428 0.011183590022809614 -0.015670028280225748 -0.078374533674045552 -0.008126002749363365 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195.83331092949084 26.38519596340484 50.186291142890695 leaf_count=26 28 29 24 19 10 20 15 43 37 29 126 36 28 11 32 38 41 76 42 32 28 21 93 6 2405 105 1033 2608 433 526 internal_value=-2.33066e-05 0.00695477 -0.00341953 -0.0131417 -0.027545 -0.0184183 -0.0343481 -0.053168 0.0204895 0.0291786 -0.000486666 0.00925517 -0.00312999 -0.0182556 0.00112835 0.0238899 -0.00104406 -0.00125973 0.0101624 -0.0176299 0.0121634 -0.0017663 -0.0297728 -0.0476214 -0.00137839 0.0221977 -0.00112233 -0.00292378 -0.0107708 -0.000238841 internal_weight=571.205 35.5675 20.1345 15.3368 11.9551 10.0771 6.55152 4.87455 15.433 11.8383 535.637 28.9884 15.701 9.32387 6.41846 13.2875 506.649 502.444 21.337 6.44772 3.92266 481.107 6.57265 4.70674 474.534 14.8893 471.603 330.198 84.178 246.02 internal_count=8000 252 157 131 112 88 68 58 95 58 7748 173 99 71 43 74 7575 7534 283 136 60 7251 120 99 7131 147 7005 4600 1466 3134 is_linear=0 shrinkage=0.05 Tree=304 num_leaves=31 num_cat=0 split_feature=244 9 1 216 241 242 65 33 32 135 241 239 10 12 8 240 60 10 12 107 5 13 243 6 107 32 0 40 131 9 split_gain=0.741056 0.706347 0.799963 2.23488 2.21881 3.73878 7.24987 4.77376 4.71677 3.32887 2.35902 3.27797 2.57516 3.5099 3.6354 6.43736 4.56037 3.37148 3.19436 3.79621 3.18344 3.46276 3.07082 2.98606 3.63855 3.07441 2.92982 2.92318 2.89463 2.77418 threshold=-215.49999999999997 0.0013045000000000003 1.0000000180025095e-35 1.0000000180025095e-35 132525.00000000003 0.10359583333333332 0.82895000000000019 0.42149030819906586 0.32235363658992683 1.0000000180025095e-35 123525.00000000001 0.15202126469849664 -16473.499999999996 -9007.4999999999982 695250.00000000012 0.28629935551033353 1.0000000180025095e-35 -17676.499999999996 -7305.9999999999991 3.5000000000000004 81375.750000000015 -4234.4999999999991 0.03321402042197636 916821.00000000012 3.5000000000000004 0.50420036052879846 109601.50000000001 0.13980000000000001 1.0000000180025095e-35 0.018825500000000002 decision_type=8 2 2 2 2 2 8 10 8 2 2 8 2 2 10 2 10 2 2 10 2 2 2 2 10 10 2 8 2 2 left_child=-1 -2 3 -3 10 8 -7 -8 -6 -9 12 -12 13 17 15 16 20 22 -17 -20 21 -15 -4 25 27 -16 -24 -25 29 -14 right_child=1 2 4 -5 5 6 7 9 -10 -11 11 -13 28 14 23 18 -18 -19 19 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.035379131099676837 0.029803238378381475 0.0027257033678357678 -0.023744829343919197 -0.05071244020696565 0.035039038549020608 0.0085149910617624003 -0.066954908667197693 0.038914639923644426 -0.019469438556208578 -0.032853117165433418 -0.030497795672822209 0.041304709957340396 -0.0051432482595391918 0.024732990955463545 -0.029214914810220729 -0.048503750308505032 0.01363103416034599 -0.060178454846999498 0.0067138973269785076 -0.058129863194530132 -0.060144386319996052 -0.046081619152459841 0.021817817539698484 0.008500818857801077 0.037544525796176634 0.043862335231382575 -0.039572829278005872 -0.050602786887417199 0.028612595717595415 0.008020388881375495 leaf_weight=1.4781142848078159 1.9904430175665755 225.15295126884303 5.5285574540903317 1.9737057471647848 7.9425050911959234 11.688714345727933 9.3170638188021275 2.1210686639533396 7.9326230371952997 6.7823131983459426 2.053027676418421 7.0404894730017995 80.014328411387396 2.7477789288386703 1.83083470282145 3.6221679918526197 3.699987963482271 1.791735904989763 26.86487854283769 2.4641436444071578 14.353681989741743 4.6437423675088274 25.311223690747287 3.4940758153097677 2.927941709815058 6.7291966000339016 2.1050976569094919 5.2136120272334674 10.441269650822504 80.082446178934333 leaf_count=42 18 2691 144 33 41 227 200 23 250 212 36 50 1092 35 29 106 47 54 360 77 297 108 331 66 31 51 76 145 99 1029 internal_value=-2.19902e-05 7.00426e-05 -3.45434e-05 0.00226133 -0.00157392 -0.0118102 -0.0222197 -0.0419366 0.00780177 -0.0157558 2.58174e-05 0.025094 -0.000777228 -0.00661915 -0.0124691 -0.0187931 -0.0376845 0.00661643 -0.00420504 0.0012659 -0.0464159 -0.0197565 0.0102491 0.00581699 -0.0106735 0.0282324 0.0171041 -0.0268867 0.00310494 0.00144137 internal_weight=569.34 567.862 565.871 227.127 338.745 45.7843 29.9092 18.2204 15.8751 8.90338 292.96 9.09352 283.867 113.329 78.592 58.3964 25.4452 34.7366 32.9512 29.329 21.7452 7.39152 32.9449 20.1957 11.6356 8.56003 27.4163 8.70769 170.538 160.097 internal_count=8000 7958 7940 2724 5216 953 662 435 291 235 4263 86 4177 1957 1352 1030 487 605 543 437 440 143 551 322 242 80 407 211 2220 2121 is_linear=0 shrinkage=0.05 Tree=305 num_leaves=31 num_cat=0 split_feature=78 61 48 47 73 81 242 6 23 10 12 9 9 242 32 13 243 32 10 242 0 33 12 85 14 34 199 671 151 33 split_gain=0.742532 1.21154 1.4435 1.57496 3.07072 1.92816 1.56696 5.73014 1.70979 2.39422 1.15831 2.3028 2.55924 2.02818 1.17614 1.34101 1.1401 1.10971 2.2568 1.07195 1.03951 1.02987 3.39716 1.02 2.91155 1.26497 1.08391 1.15098 1.05419 2.35065 threshold=1.0000000180025095e-35 0.058750000000000004 0.15075000000000002 0.026950000000000005 0.070550000000000015 -248.49999999999997 0.18098571428571428 450173.25000000006 2.5000000000000004 -20672.999999999996 -3258.4999999999995 0.0069360000000000003 0.018119000000000003 0.099986842105263166 0.58254936206073116 -3158.4999999999995 0.051293945194547212 0.43389724364250071 -16075.999999999998 0.083349019607843119 100048.00000000001 0.38165074339682686 -7547.9999999999991 1.0000000180025095e-35 12.500000000000002 0.073350000000000012 1.0000000180025095e-35 10797.637500000003 1.0000000180025095e-35 0.55583709744822496 decision_type=10 10 10 10 10 2 2 2 2 2 2 2 2 2 10 2 2 8 2 2 2 10 2 2 8 8 2 10 2 8 left_child=20 2 3 4 6 -6 10 -8 9 -9 11 -2 19 -14 15 16 -12 -15 -19 -13 -1 -11 -23 26 -25 -26 27 28 -22 -30 right_child=1 -3 -4 -5 5 -7 7 8 -10 21 14 12 13 17 -16 -17 -18 18 -20 -21 23 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.043182954835047277 0.044224625477131865 -0.039258688931727265 0.031847558775423938 0.034384308903928872 -0.062027901345262718 0.0019050664136404255 -0.066024425812006293 -0.05748851747281597 -0.032703974825245043 0.029239014346120869 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12.14743566268589 3.7836158755817459 leaf_count=29 19 45 55 38 89 34 70 43 33 62 22 16 37 35 45 55 18 37 23 61 6651 17 66 22 15 84 52 19 108 100 internal_value=-2.31011e-05 0.00493843 0.00596813 0.00382409 0.00167898 -0.0361554 0.00529435 -0.00632873 0.00663143 0.0137744 0.0118735 0.00291645 -0.0052053 0.0063567 0.0217567 0.0112594 -0.0232008 0.0174624 -0.00301426 -0.043794 -0.000683276 0.0202979 -0.00411475 -0.000561025 -0.0235045 -0.0488523 -0.00033818 -0.000196902 -0.00036016 0.0122909 internal_weight=566.735 66.5536 65.0384 60.0624 56.1229 4.89521 51.2277 18.5162 15.2133 12.8753 32.7115 17.1598 14.3403 11.0342 15.5518 9.82531 2.19303 8.69927 3.75814 3.30608 500.182 11.7955 3.16202 498.747 4.79761 3.37032 493.95 492.159 489.925 15.9311 internal_count=8000 920 875 820 782 123 659 291 221 188 368 228 209 132 140 95 40 95 60 77 7080 145 83 7051 121 99 6930 6878 6859 208 is_linear=0 shrinkage=0.05 Tree=306 num_leaves=31 num_cat=0 split_feature=239 239 12 243 6 243 107 14 36 56 8 50 6 0 14 32 106 240 24 33 5 240 239 12 13 4 241 33 128 146 split_gain=0.717408 4.205 3.37917 3.11903 3.09552 3.04203 2.80365 2.62027 2.7261 2.61275 3.35966 2.63049 2.57997 2.30604 2.41485 2.52497 3.97656 5.3192 5.13496 2.95958 4.23058 2.04436 2.74103 1.80863 2.28536 1.77242 4.42069 3.27115 2.77464 3.15489 threshold=0.041673363445299962 0.035702131558505761 -4676.4999999999991 0.072731035585921811 500458.50000000006 0.029238726326739604 3.5000000000000004 16.500000000000004 0.98535000000000006 0.18750000000000003 902250.00000000012 0.97545000000000004 81252.000000000015 100324.00000000001 2.5000000000000004 0.49707712775488572 1.0000000180025095e-35 0.33236264476164828 13.500000000000002 0.47674953178598795 112275.00000000001 0.35314903346497611 0.024023401529711254 -2387.4999999999995 -2670.9999999999995 1.5000000000000002 52687.500000000007 0.14509547980217227 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 10 2 2 2 2 10 10 10 8 8 8 2 2 8 8 10 2 2 10 2 2 10 2 2 2 2 8 2 2 left_child=1 5 -3 4 -4 -1 9 8 -8 -7 11 -11 -2 -13 -15 19 17 -17 -19 21 -21 23 -23 24 -16 -14 28 -28 29 -27 right_child=12 2 3 -5 -6 6 7 -9 -10 10 -12 13 25 14 15 16 -18 18 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.061704977586125434 -0.058547435790087546 0.03851385994981181 -0.069980743340862558 0.037977812052200827 0.0036574431317561596 0.026735788193775964 -0.0684899358296681 0.036888106206373707 0.013878166533790086 -0.044776625379627781 -0.062186999854041816 0.045441901790949951 -0.0018163924889329428 0.037525038658301972 0.031170145728455785 -0.070102521027268785 0.026272865817004654 -0.041091221004484986 0.027557439561326138 0.025615817047935703 -0.057357631389988763 0.01350497800059069 -0.041125053782441565 0.039476477743838438 -0.02357088861451001 -0.035689515967946055 0.030889444220742152 -0.045870288672328119 0.018051142604605795 0.046663971196355028 leaf_weight=2.0516728563234201 1.9320941036421562 13.606858307088261 2.1147896586626285 3.5510476451017894 4.389026953605935 9.7613235691387654 3.851097440609009 1.1331919580698011 1.3590202395571394 2.9811438839496978 2.1676429437356992 3.0856582992710164 398.56439015120486 4.2210422228672533 4.2560104192234585 4.9908731135074076 4.4187083463184527 5.6141324859345314 5.2915574747312348 2.5654945271089664 3.8292585831368342 7.4326727092266065 3.3224751404486597 9.2027861308306473 3.453982001985425 5.0852066578227086 1.8211649674922217 5.8347252660023514 41.690813215041999 1.5077618048526344 leaf_count=78 80 85 35 20 42 94 85 7 20 51 73 17 6026 32 16 126 50 108 57 21 76 59 34 32 34 120 7 147 356 12 internal_value=-2.25236e-05 0.00362894 0.0222711 0.000290316 -0.0202868 -0.00156115 -7.33464e-05 -0.0320179 -0.0470048 0.00257219 -0.000957013 0.00109546 -0.00089173 0.0033124 0.00109398 -0.00173395 -0.0156853 -0.0273482 -0.00778216 0.00658673 -0.0240697 0.0136722 -0.00337131 0.0245105 0.00664683 -0.000646636 0.00768776 -0.0276109 0.0132847 -0.0168559 internal_weight=565.088 108.651 23.6617 10.0549 6.50382 84.9897 82.9381 6.34331 5.21012 76.5948 66.8334 64.6658 456.436 61.6847 58.599 54.378 20.3153 15.8966 10.9057 34.0627 6.39475 27.6679 10.7551 16.9128 7.70999 454.504 55.9397 7.65589 48.2838 6.59297 internal_count=8000 1252 182 97 77 1070 992 112 105 880 786 713 6748 662 645 613 341 291 165 272 97 175 93 82 50 6668 642 154 488 132 is_linear=0 shrinkage=0.05 Tree=307 num_leaves=31 num_cat=0 split_feature=59 9 240 35 239 74 32 32 52 24 242 0 240 107 116 240 239 31 57 81 6 148 13 80 77 240 8 11 31 57 split_gain=0.723251 1.72189 2.83739 1.57488 1.10377 1.09787 1.30184 1.78871 1.13001 2.24606 1.11635 2.08025 1.36468 1.96359 3.12692 1.36341 3.60741 3.00522 2.08791 3.50533 2.96839 2.01695 2.00084 2.56859 1.62297 1.6224 2.66101 2.73648 1.74319 1.59926 threshold=0.24195000000000003 0.019967499999999954 0.22733991573533119 0.20025000000000001 0.064823721816836211 0.014550000000000002 0.57579659482178502 0.71439530561173159 0.014 10.500000000000002 0.049040028490028455 108098.50000000001 1.1491610687661209 1.5000000000000002 1.0000000180025095e-35 0.68922197220810866 0.082304490144780071 0.37093930084346122 0.064750000000000016 -398.49999999999994 157275.00000000003 1.0000000180025095e-35 -1138.4999999999998 1.0000000180025095e-35 1.5000000000000002 0.63302588433567208 249750.00000000003 -489.49999999999994 0.41095637307246197 0.057350000000000005 decision_type=10 2 2 10 8 10 8 10 10 2 2 2 2 10 2 2 8 10 10 2 2 2 2 10 10 2 8 8 8 10 left_child=3 2 4 5 -2 10 8 -8 -7 -10 11 12 -1 14 -14 25 18 22 19 20 -17 -19 23 -18 -21 29 27 -27 -28 -12 right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 15 -13 13 -15 -16 16 17 21 -20 24 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.044775663879927638 0.043702062804091238 0.017769637132688313 -0.057490144086582984 -0.04411906109090688 -0.011450742806847547 0.037643153614786713 -0.055918447393496086 0.029228539600903304 0.03481363943171565 -0.042163540686557338 0.00020415679520152704 -0.03758812497874886 0.036783999344950934 0.03709646035455607 -0.06982465515088486 -0.058500125940853465 -0.061515639167800201 0.017584958566699938 0.038100130776536296 -0.068551539463158312 0.022079935213120679 -0.065160664147367112 -0.0061147208058671514 0.0075172174761020108 -0.0051191887848337234 0.038176037079334951 0.019572015017933979 -0.022114135734658872 -0.060599340041719234 -0.010301293846022228 leaf_weight=4.2772219465114159 1.6530704754404753 15.488461590779478 2.2924928682623431 2.0501137235551132 2.0104123173514381 5.5808809632435405 1.3637176980264496 1.1261410909937692 2.2604243885725741 1.6316632208181543 423.71050036541783 1.6205443067010481 1.2384326048195353 2.7570893206866458 1.5470119211822757 1.3028404094220611 8.1453720523859356 4.8292196151742237 3.8982735016616052 2.4122086479328582 9.3093476376379822 0.86897019739262749 3.5181426589842895 1.614583530463279 1.7327385004609821 9.6358284746529517 1.149376173503698 2.3389320794376518 1.6533397138700818 39.613682626717491 leaf_count=30 10 231 94 83 36 40 64 22 22 36 5447 43 7 31 37 43 279 123 35 60 94 34 53 28 24 67 12 41 46 828 internal_value=-2.20265e-05 0.0089837 -0.013864 -0.000378877 0.0134358 -0.000212551 0.0147655 -0.0174072 0.0232217 0.00254283 -0.000552439 0.0148961 0.0235575 0.00718321 -0.0224255 -0.000895127 -0.0100585 -0.0254077 0.00555482 -0.00304242 0.0121873 0.00496631 -0.0384425 -0.0500956 -0.0420345 -0.000173876 0.0161353 0.0264001 -0.0277216 -0.000694047 internal_weight=562.631 21.4444 5.95598 541.187 3.66348 539.136 11.9628 2.48986 9.47297 3.89209 527.174 11.4403 9.81976 5.54253 2.78544 515.733 37.6317 18.9763 18.6554 14.7571 10.6122 5.69819 13.2781 9.75996 4.14495 478.102 14.7775 11.9748 2.80272 463.324 internal_count=8000 371 140 7629 46 7546 184 86 98 58 7362 148 105 75 44 7214 773 517 256 221 137 157 360 307 84 6441 166 108 58 6275 is_linear=0 shrinkage=0.05 Tree=308 num_leaves=31 num_cat=0 split_feature=32 158 13 11 3 105 81 83 10 170 32 242 0 33 77 76 33 239 7 106 34 14 200 22 168 28 162 54 24 14 split_gain=0.699145 2.00358 1.93554 3.98372 3.25643 1.81705 4.07323 1.19108 1.08929 3.18339 3.65521 3.06233 2.9525 4.97235 3.39335 3.33188 3.54615 2.94686 4.5125 2.89599 3.85695 4.44677 2.83245 2.72245 2.71076 2.59536 7.19772 3.69422 3.07667 3.07804 threshold=0.093418472625969654 1.0000000180025095e-35 -2715.9999999999995 -2573.4999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -283.49999999999994 1.0000000180025095e-35 -12648.499999999998 1.0000000180025095e-35 0.15433961805944044 0.099986842105263166 108904.50000000001 0.47495059899960718 1.5000000000000002 0.014950000000000001 0.31937944545855451 0.073557648196857561 46635.750000000007 1.0000000180025095e-35 0.077500000000000013 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 22.500000000000004 decision_type=10 2 2 10 2 8 2 2 2 2 10 2 2 8 8 8 10 8 2 10 8 10 2 2 2 2 2 10 2 8 left_child=1 2 3 7 -5 6 -4 -1 22 10 -10 -11 13 15 -14 -13 -17 -18 -19 24 -21 -22 25 -15 -12 -2 27 28 29 -27 right_child=8 -3 5 4 -6 -7 -8 -9 9 11 19 12 14 23 -16 16 17 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.033835183771925161 0.00015021642562648788 -0.022961049122433821 0.029111289382016122 -0.075271621197111324 0.0038922451808316287 0.038100846648424717 -0.033550948987347888 -0.0031059934984441124 -0.041755064661017138 -0.051577510819779709 0.0064536383653384238 0.053141103676172398 -0.019775476568910953 -0.062734538740150364 0.03322248962155213 -0.039061302909491905 0.02989023876092228 -0.076251443893410153 0.036772115913893476 0.019230054303033744 -0.055046923581253543 0.017896739340842589 -0.067300969705210864 -0.0037379488620020158 -0.054740128337301699 0.035958138222676628 -0.075750736142769004 -0.041763081266797564 0.040315377934978545 -0.042581582546236271 leaf_weight=4.7945903576910469 327.85942988722672 5.0551094878464928 7.6016068547032773 2.7683948976919064 2.4475660733878613 8.5956693831831199 3.9363147700205463 4.0044581359834401 4.9230935152154407 5.0931314609188112 98.337835715399706 2.2520174197852674 5.3654537097318071 7.5109913320047763 6.9101357061590543 6.8780009800102588 5.885546377860007 2.0488428235985352 1.5521448228973893 4.7675186318228926 7.6061951500596479 2.8806141773238778 1.5088797867065284 2.6437288401648402 1.8436691551469255 2.4293492094148048 1.9483814433915529 1.9481283952482034 16.841972155380063 2.5642373302252963 leaf_count=29 5405 46 40 34 17 40 35 39 56 125 1087 8 71 172 45 67 33 41 10 47 146 23 43 26 35 18 43 73 101 45 internal_value=-2.20094e-05 0.00641751 0.0107665 -0.00350103 -0.0381243 0.0206981 0.00773324 0.0170232 -0.000506007 -0.0038429 0.000437738 -0.0150092 -0.0104718 -0.019231 0.010058 -0.00387935 -0.0117263 0.0080924 -0.0275345 0.00223717 -0.0180581 -0.0350101 0.00105859 -0.0473751 0.00532747 0.0013503 0.0166409 0.0242097 0.0300957 -0.00437249 internal_weight=560.803 39.2037 34.1486 14.015 5.21596 20.1336 11.5379 8.79905 521.599 166.499 120.359 46.14 41.0469 28.7713 12.2756 18.6166 16.3645 9.48653 3.60099 115.436 15.2543 10.4868 355.1 10.1547 100.182 353.591 25.7321 23.7837 21.8356 4.99359 internal_count=8000 280 234 119 51 115 75 68 7720 1992 1394 598 473 357 116 159 151 84 51 1338 216 169 5728 198 1122 5685 280 237 164 63 is_linear=0 shrinkage=0.05 Tree=309 num_leaves=31 num_cat=0 split_feature=78 9 239 61 9 24 54 203 10 240 0 40 144 33 7 0 242 32 631 625 242 624 243 12 172 5 11 36 107 11 split_gain=0.719765 1.11617 1.369 1.19749 1.17852 1.57749 2.69307 1.01212 1.00938 3.32686 1.14333 1.48642 1.22631 1.17273 2.51489 1.7979 1.27255 3.08998 1.00816 1.19235 2.82442 1.19448 1.13185 1.11751 2.4729 3.18197 5.38035 5.35778 4.66231 4.53442 threshold=1.0000000180025095e-35 0.0038154999999999504 0.014907933798992351 0.058750000000000004 0.0066499999999999511 8.5000000000000018 0.12065000000000002 1.0000000180025095e-35 -10255.999999999998 0.36397916622313192 110641.50000000001 0.13980000000000001 1.0000000180025095e-35 0.496567359222502 29877.750000000004 100097.00000000001 0.25271842105263159 0.32663161944990032 -225.49999999999997 15556.680000000002 0.056304166666666655 15080.962500000003 0.044301664176480411 -8019.9999999999991 1.0000000180025095e-35 133425.00000000003 -775.49999999999989 0.98435000000000017 5.5000000000000009 -9666.4999999999982 decision_type=10 2 8 10 2 2 10 2 2 2 2 8 2 10 2 2 2 10 10 10 2 10 2 2 2 2 8 10 10 10 left_child=7 -2 -3 4 -4 6 -6 18 10 -10 12 -12 13 16 15 -15 -7 -18 19 21 -21 23 -20 24 25 26 27 28 -1 -27 right_child=1 2 3 -5 5 8 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 22 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.05733823036532152 -0.044194739564507153 -0.039090369406016859 0.03134299001784465 -0.037637533476509118 -0.050458630711467417 0.022474763630265369 0.032501162302770566 0.021791765635348032 -0.066517253745536672 0.015217836632035842 0.026121193055796962 -0.065282766945111398 -0.02548367574475445 0.050096228044889217 0.024654980235393573 -0.04803137506400075 0.033249011726111409 -0.045083890768320999 -0.025735599913196829 0.038041266514833777 -0.058018564571557699 0.035823317190632732 0.029151349992442434 -0.0022623453130752188 0.040035371586659083 -0.044257848666382493 0.022527262654617009 0.0353716956042383 0.048805487235047462 -0.0003075930902438946 leaf_weight=6.5783264406054496 1.1353991719770409 1.6525663322536264 5.0045265829539849 1.465371791855431 2.9268844631733364 28.857437752769322 1.4693615832366047 4.9645048347301772 1.8463280935538993 3.8223397132242098 0.75587812648154673 1.0807296684652101 2.014534870744682 0.54974892549216692 3.8710389008338097 3.0933665190823376 2.5949285067617884 2.4452991187572479 1.1511715061642451 1.0875205872580402 2.5820203277398832 2.1993908104486755 5.1026247281988617 388.60479581455002 4.5103056634543455 7.0612131801171918 30.790224414144177 3.2969688815064728 1.2276173054706303 34.749017499831098 leaf_count=198 23 32 54 45 68 240 13 32 32 37 14 32 37 2 79 150 15 47 45 9 127 11 55 5303 33 234 353 45 8 627 internal_value=-2.14104e-05 0.00494235 0.00582162 0.00702264 0.00810736 0.00600564 -0.0227309 -0.000670498 0.00848608 -0.0114039 0.0109771 -0.0276644 0.0126113 0.0144645 -0.00340663 -0.0332238 0.018426 -0.0047547 -0.00089857 -0.001157 -0.0295499 -0.000939497 0.019048 -0.00110907 0.00397141 0.00202813 0.0117672 -0.0180724 -0.0406453 -0.00773023 internal_weight=558.491 64.5857 63.4503 61.7978 60.3324 55.3279 4.39625 493.906 50.9316 5.66867 45.263 1.83661 43.4264 41.4118 7.51415 3.64312 33.8977 5.04023 488.941 482.687 3.66954 479.018 6.2538 476.818 88.2137 83.7034 41.8931 11.1029 7.80594 41.8102 internal_count=8000 920 897 865 820 766 81 7080 685 69 616 46 570 533 231 152 302 62 7048 6948 136 6812 100 6801 1498 1465 604 251 206 861 is_linear=0 shrinkage=0.05 Tree=310 num_leaves=31 num_cat=0 split_feature=81 77 241 6 36 33 32 81 50 34 163 243 59 10 47 243 226 243 75 44 13 81 73 34 10 240 58 240 34 65 split_gain=0.740807 2.98897 3.11574 2.49849 1.64937 1.5975 1.37399 1.26926 2.2259 2.25868 2.01146 1.22946 0.993842 1.58689 1.42317 3.00656 2.81218 2.77599 2.56527 4.23185 2.41227 3.77695 3.07606 3.48355 2.68361 2.56631 2.63909 4.58672 2.43516 2.28657 threshold=-2425.9999999999995 1.0000000180025095e-35 66999.750000000015 546156.00000000012 0.97885000000000011 0.1041218374382596 0.48341594150388195 -2223.4999999999995 0.97840000000000005 0.072550000000000017 1.0000000180025095e-35 0.10744257950530033 0.24195000000000003 -22540.999999999996 0.026650000000000004 0.027726253651411851 1.0000000180025095e-35 0.028658003551990201 0.015850000000000006 0.059250000000000004 -4040.4999999999995 -1660.4999999999998 0.063850000000000004 0.12390000000000002 -14156.999999999998 0.49558606949658707 0.032600000000000004 0.74084651898734188 0.018900000000000004 0.72155000000000002 decision_type=2 8 2 2 10 8 10 2 10 10 2 2 10 2 8 2 2 2 10 8 2 2 10 8 2 2 8 2 8 8 left_child=1 2 11 4 5 -3 -4 8 10 -10 -2 -1 14 -14 16 -16 18 -17 20 -20 22 -22 28 24 29 -23 -27 -28 -9 -24 right_child=7 3 6 -5 -6 -7 -8 12 9 -11 -12 -13 13 -15 15 17 -18 -19 19 -21 21 25 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.057032371611373117 -0.061396289260085779 0.041388535727810136 -0.010179331869019335 -0.059803320124163131 0.032490089113277408 -0.04610453072575222 0.03895454284698284 -0.0027179971852382269 0.033861692787965261 -0.054081509472896451 0.010238861585144702 0.041649298336003372 -0.058087097882103735 0.013513039341591883 -0.047096688877737131 0.046585799155560902 -0.037948512544173772 0.00093636045965470667 0.0089306029094345703 -0.061793204837873539 -0.045388523646793855 0.010282905566644185 -0.041443452577149757 -0.04804714285160637 -0.051521901156451146 0.024544219214570877 -0.062415860475537245 0.003431471108622507 -0.060017633464088574 0.025922724051641883 leaf_weight=1.5148629882314733 3.5390748488425725 0.69987574219703619 1.6489318883977819 2.2956497714767465 2.4655105698911939 2.0494892316164623 10.378012857050633 2.8494889656140012 2.6793279471312421 1.0035919210640711 1.355179044032411 0.39870561414863903 0.80543455935549246 19.736751210817602 3.2314952950109719 3.359494430886115 6.2692884473362929 383.6067916660686 3.8592428514966715 4.6802383773610936 3.8157530173484693 58.372512209083652 1.4389043244009379 3.3426574009063179 1.6023076869896602 3.4591853425372365 4.7406110654119402 5.9815570441423915 5.3087617227283781 10.109559137577889 leaf_count=90 114 3 28 130 50 68 132 80 32 58 22 5 31 299 138 20 185 4521 62 158 152 752 49 135 59 34 143 114 212 124 internal_value=-2.1022e-05 0.00908994 0.0227894 -0.016338 0.00279599 -0.0238324 0.0322181 -0.000386229 -0.0194656 0.00989726 -0.0415611 -0.0364713 -7.54499e-05 0.0107057 -0.00051311 0.000931595 -0.0053799 0.00133267 -0.00351626 -0.029831 -0.00129183 0.00309792 -0.014891 -0.00246916 0.00911583 0.00564792 -0.0134304 -0.0256817 -0.0400042 0.0175291 internal_weight=556.598 21.451 13.9405 7.51053 5.21488 2.74936 12.0269 535.147 8.57717 3.68292 4.89425 1.91357 526.57 20.5422 506.028 390.198 115.83 386.966 109.561 8.53948 101.021 76.3696 24.6517 16.4934 13.1508 72.5539 14.1814 10.7222 8.15825 11.5485 internal_count=8000 506 255 251 121 71 160 7494 226 90 136 95 7268 330 6938 4679 2259 4541 2074 220 1854 1195 659 367 232 1043 291 257 292 173 is_linear=0 shrinkage=0.05 Tree=311 num_leaves=31 num_cat=0 split_feature=33 0 13 12 24 128 85 32 142 9 47 79 68 11 34 9 13 43 0 24 81 32 31 198 6 12 21 17 12 1 split_gain=0.732849 2.69668 2.01787 1.94632 2.99989 2.62108 1.87654 3.43151 1.79212 1.98612 2.44212 2.75635 1.90098 3.04156 2.85735 2.51001 3.40787 2.23436 2.98992 3.17214 2.88515 4.08742 4.29023 4.57347 2.71805 2.48418 2.40895 2.28971 3.5462 3.73655 threshold=0.32885910741650776 110641.50000000001 -207.49999999999997 -5617.4999999999991 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.70381627145778103 1.0000000180025095e-35 0.031042000000000004 0.023650000000000001 2.5000000000000004 0.12930000000000003 -2978.4999999999995 0.027050000000000005 0.0090204999999999522 -803.49999999999989 0.038750000000000007 100961.50000000001 12.500000000000002 -944.49999999999989 0.20152738145160179 0.42516058193029321 1.0000000180025095e-35 201987.00000000003 -9062.9999999999982 3.5000000000000004 1.0000000180025095e-35 -4570.4999999999991 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 2 10 2 2 10 10 8 10 8 2 2 8 2 2 2 8 8 2 2 2 2 2 2 2 left_child=1 2 8 -3 -5 -6 -2 -8 9 12 11 -11 13 -1 -15 -16 -17 -14 19 -19 21 -20 -23 25 26 -24 -22 -26 -29 -30 right_child=6 3 -4 4 5 -7 7 -9 -10 10 -12 -13 17 14 15 16 -18 18 20 -21 24 22 23 -25 27 -27 -28 28 29 -31 leaf_value=-0.06390745623305677 -0.0007793528147512558 0.041816230882590712 0.03116983053063116 0.037927104505419668 0.017682672451382501 -0.056029729006941725 -0.062819500799474973 0.04216651522621831 0.031221609296373035 -0.054914386825799438 0.017494444771391154 0.01170026029759811 0.02495236893934653 0.02669988488618364 0.024456580225609269 -0.071884499653572978 0.01852812051226653 -0.076250428426479708 0.03982716373970914 -0.00049118965665365469 -0.050328112717015261 0.0080444608787386684 0.0054142668177723525 0.045101676182085292 0.016780777064960509 -0.06180935546459243 0.020816785061826451 0.018258793098611684 0.0068807260686120962 -0.079196993750171016 leaf_weight=2.7776227903086683 402.61820971511042 7.1257441320922252 5.1948884043376884 4.1633813716471177 2.359205949876924 2.4671180350705972 2.9534241945366366 1.0568429912818826 4.2678790045902124 5.6932542982394789 2.8238837820244953 2.1352789450902492 10.099916350096462 4.2600232064723942 1.8241621614433832 3.4077353415777893 1.5014382842928182 2.5599720333702853 3.1885442882776216 3.0020667309872806 3.4683836710173699 7.6160479616373804 1.6271460448624591 1.3920664236648015 43.33617520343978 8.8436579634435404 1.8111149501055477 5.6347381537780166 2.3462021350860578 2.725119061768055 leaf_count=53 6631 38 28 18 24 30 95 20 25 118 37 22 69 38 17 53 12 35 14 22 54 44 21 7 247 144 8 33 13 30 internal_value=-2.27901e-05 0.00299431 0.000629151 0.0222992 0.00682893 -0.0199976 -0.00111834 -0.0351521 -0.000626606 -0.00174006 -0.0223664 -0.0367448 0.000231902 -0.0171593 -0.00534774 -0.0256235 -0.0442324 0.00268445 0.000115619 -0.03536 0.00252224 -0.0126511 -0.0212414 -0.0400431 0.00832014 -0.0513629 -0.0259221 0.0116653 -0.00904106 -0.0393739 internal_weight=554.281 147.653 131.537 16.1154 8.98971 4.82632 406.628 4.01027 126.342 122.075 10.6524 7.82853 111.422 13.771 10.9934 6.73334 4.90917 97.6512 87.5512 5.56204 81.9892 22.6675 19.4789 11.8629 59.3217 10.4708 5.2795 54.0422 10.7061 5.07132 internal_count=8000 1254 1144 110 72 54 6746 115 1116 1091 177 140 914 173 120 82 65 741 672 57 615 230 216 172 385 165 62 323 76 43 is_linear=0 shrinkage=0.05 Tree=312 num_leaves=31 num_cat=0 split_feature=107 242 0 242 7 10 81 77 241 43 10 81 12 239 5 29 33 11 13 5 19 7 241 13 33 240 77 81 81 239 split_gain=0.708479 1.87515 3.04445 1.70898 2.08105 0.931132 0.885116 2.84997 2.72789 2.38276 1.54053 1.3832 4.82912 3.23948 3.20865 3.45704 5.8844 3.55036 3.03198 3.35796 2.99735 2.5182 3.65776 2.27539 2.2322 1.79093 1.78838 1.75686 2.79207 1.61682 threshold=6.5000000000000009 0.29127000000000008 102011.00000000001 0.14969000000000002 27002.250000000004 -15576.999999999998 -2425.9999999999995 1.0000000180025095e-35 66999.750000000015 0.018450000000000005 -12827.499999999998 -1567.4999999999998 -3477.9999999999995 0.07113079794652967 75487.500000000015 1.0000000180025095e-35 0.22071492560243802 -1475.4999999999998 -4000.4999999999995 213750.00000000003 1.0000000180025095e-35 16877.250000000004 125831.25000000001 -4217.4999999999991 0.25601867163629516 0.10480478933931291 2.5000000000000004 -1837.4999999999998 -2253.4999999999995 0.19596100291555049 decision_type=10 2 2 2 2 2 2 8 2 8 2 2 2 10 2 2 10 8 2 2 2 2 2 2 10 2 10 2 2 10 left_child=6 2 -2 5 -5 -4 7 8 -1 -9 -11 12 14 -14 -8 17 -17 18 19 25 23 24 -23 26 -15 -16 -19 28 -25 -13 right_child=1 -3 3 4 -6 -7 11 9 -10 10 -12 29 13 21 15 16 -18 20 -20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.034835565232623635 -0.066064244081413509 0.052401632225926642 0.038180141960252781 -0.068743829460403 0.0083576136762577753 0.00074184067366831787 0.034773063728831752 0.037315404760831249 0.032169247342857581 -0.05096282411200629 0.0042012469978602281 -0.0010914977401524785 -0.057079628799130033 0.033458460630195246 0.04743979358036865 -0.052911209366279389 0.031236370186203767 -0.059633546131439424 -0.058951283596299475 0.034883128585870886 -0.040773002805883883 -0.052181298503052358 0.013679399794742128 0.034526079598624984 -0.031944696092695055 -0.063813607695077906 0.020060050843368173 0.038436426108134969 -0.057462082142515282 0.006843463702456325 leaf_weight=1.7464338828140196 1.4131896193139244 2.2787844410631797 5.0722209408413592 1.2231958876363931 3.0760828577040229 2.4693486285395929 6.3099819939816362 1.638982494972878 11.663604526533161 3.5574977488759028 1.9644710319989829 368.3185616434057 6.3008748479478554 3.862585613387636 0.43127873988123555 2.520750912372022 11.817396256257778 1.707606097101235 6.1728255185880689 2.4814489716663957 3.3765843398869029 6.3619621640827955 3.1529364282614551 1.87165382062085 1.969947976300318 2.243365522386739 1.1977372887886302 6.6183285778970493 1.4749739628750829 77.747542394718039 leaf_count=94 30 10 46 30 45 38 65 28 154 180 37 4613 181 24 7 49 125 65 245 47 91 189 53 14 54 94 18 51 49 1274 internal_value=-2.27988e-05 0.0105044 0.0033009 0.0115795 -0.0135787 0.0259217 -0.000327577 0.00984317 0.023443 -0.0156247 -0.0313379 -0.000733095 -0.00727436 -0.0268931 0.00153273 -0.00347147 0.0164426 -0.0138259 -0.0353108 -0.00700856 0.0011555 -0.0145 -0.0303571 0.0121556 0.0113684 -0.0458743 -0.0267796 0.0235074 -0.00601627 0.000291534 internal_weight=552.042 15.5328 13.254 11.8408 4.29928 7.54157 536.509 20.571 13.41 7.16095 5.52197 515.938 69.8722 21.6483 48.2239 41.914 14.3381 27.5758 11.3289 5.15609 16.2469 15.3474 9.5149 12.8703 5.83253 2.67464 2.90534 9.96496 3.34663 446.066 internal_count=8000 199 189 159 75 84 7801 493 248 245 217 7308 1421 501 920 855 174 681 393 148 288 320 242 197 78 101 83 114 63 5887 is_linear=0 shrinkage=0.05 Tree=313 num_leaves=31 num_cat=0 split_feature=9 1 24 7 6 34 10 27 9 13 33 0 81 32 28 8 10 48 243 156 49 49 10 14 11 11 77 243 13 243 split_gain=0.705559 0.759986 2.27781 2.82802 2.88853 3.96861 2.54402 2.91726 2.60266 3.59159 4.06879 2.88722 2.65094 3.54197 2.46576 2.7814 3.53203 4.17481 3.67902 2.51995 2.68967 2.41514 2.4028 2.36442 2.21117 6.59773 3.25165 3.13537 2.66448 3.17812 threshold=0.0013045000000000003 1.0000000180025095e-35 10.500000000000002 36708.750000000007 181008.00000000003 0.10315000000000001 -11747.999999999998 1.0000000180025095e-35 0.014870499999999951 -2715.9999999999995 0.69638441881194246 103558.00000000001 -226.49999999999997 0.38678637612353794 1.0000000180025095e-35 542250.00000000012 -13956.499999999998 0.0016000000000000001 0.029336580733854502 1.0000000180025095e-35 0.077450000000000005 0.065550000000000011 -13580.499999999998 8.5000000000000018 -1884.9999999999998 -2887.9999999999995 1.0000000180025095e-35 0.046616922252745559 -4075.4999999999995 0.048844984015155961 decision_type=2 2 2 2 2 8 2 2 2 2 10 2 2 10 2 10 2 10 2 2 10 10 2 8 10 10 10 2 2 2 left_child=-1 2 3 4 5 -2 14 8 23 10 -10 -11 13 -13 15 19 18 22 -17 20 21 24 -18 -8 25 27 28 -4 29 -26 right_child=1 -3 6 -5 -6 -7 7 -9 9 11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030032510104534241 0.026227782181102749 -0.0016596356385399206 -0.044641928912052382 -0.015063663606568432 0.014271354321682084 -0.062689169563298883 0.0041577959786403725 0.028077077127575442 -0.057940213194935301 0.028487334350540995 0.043695144390421388 0.024306526979937654 -0.059151599706876702 -0.046001650954881512 0.02430114913619047 0.018272759584798771 0.054384627125402145 -0.057380684338157399 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1.08904 2.36276 1.90199 3.28121 3.74011 4.38941 2.76895 2.7004 2.49898 2.67027 2.40126 2.40324 2.66668 2.33325 2.93775 2.27767 threshold=0.20024914172550759 1.0000000180025095e-35 1.0000000180025095e-35 0.97985000000000011 102549.00000000001 0.34496990492100627 0.015916500000000004 108225.50000000001 0.11392442368259932 0.1041218374382596 0.21820219601074028 -6635.4999999999991 1.0000000180025095e-35 0.054247454345486203 0.23000000000000001 0.037250000000000005 0.10065 0.75640453281376041 -2387.4999999999995 2.5000000000000004 0.0082500000000000021 0.65859466613833262 0.027726253651411851 0.028658003551990201 1.0000000180025095e-35 0.98185000000000011 0.09580000000000001 0.65727793601932527 0.019750000000000004 1.0000000180025095e-35 decision_type=8 2 2 8 2 10 2 2 8 8 2 2 2 2 10 10 8 10 2 10 10 10 2 2 2 8 10 8 10 10 left_child=1 2 3 -1 -5 6 -6 -7 9 10 -2 -12 -13 -14 16 -16 17 18 20 -20 -10 -22 -18 -24 25 27 29 28 -25 -27 right_child=8 -3 -4 4 5 7 -8 -9 14 -11 11 12 13 -15 15 -17 22 -19 19 -21 21 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.028726196826915951 -0.042066038775619409 0.020047500363806758 0.033123003003094779 -0.073393525832836634 0.015540119226241692 -0.090113693530711525 -0.02818400843243565 -0.019349864151656463 -0.035631314990957973 0.035349436137014273 -0.022806192677300899 -0.01711943554629115 0.045261002658875532 0.0098097207137963702 0.044198090970893195 0.0027199163107567222 -0.046274476464701286 0.026629770548255688 -0.052693092097036015 0.005081556314545546 0.0016570876902028504 -0.054389502975197491 0.04485968577526462 -0.04947216046603399 -0.061008749844823996 -0.0017375830178418862 -0.054831914923869476 0.017490811815296475 0.011322084393770459 0.041720052529915036 leaf_weight=4.3154773372225472 3.1115948185324731 14.650157841853796 3.3132347445935002 1.7567917034029967 4.0889254100620729 1.2423968478105964 3.0116550102829933 1.3557444654870776 6.8113013590918845 5.8910143561661235 3.1611500363797012 3.9405304165556965 5.9276985484175384 5.5916007589548826 3.6546044917777172 56.714884556829929 2.951004245740477 5.7887698189879293 10.369234439305727 4.8137287558056405 40.578850297180907 2.2693524134519967 3.2761139419162637 3.2384390944789612 1.6315429906244379 301.70254255530745 2.3445869613788082 31.756673782118014 5.142898965626955 3.0455185245373277 leaf_count=24 31 95 21 24 23 19 25 21 250 24 31 29 22 36 33 1377 133 115 295 85 667 138 19 107 42 3748 73 393 82 18 internal_value=-2.26044e-05 0.00708313 -0.00286908 -0.0104304 -0.0251814 -0.0164484 -0.00300512 -0.0531882 -0.000489221 0.00944641 0.00242492 0.00985943 0.0165387 0.0280525 -0.00105384 0.00523089 -0.00194505 -0.00943852 -0.0126585 -0.0343758 -0.00601862 -0.00131129 -0.000454521 -7.05388e-05 -0.000492472 -0.000208122 -0.00171197 0.0112977 -0.012168 -0.00130329 internal_weight=547.448 33.7344 19.0842 15.771 11.4555 9.69872 7.10058 2.59814 513.714 27.6236 21.7326 18.621 15.4598 11.5193 486.09 60.3695 425.721 70.6312 64.8425 15.183 49.6595 42.8482 355.089 352.138 348.862 347.231 307.093 40.138 8.38134 304.748 internal_count=8000 252 157 136 112 88 48 40 7748 173 149 118 87 58 7575 1410 6165 1550 1435 380 1055 805 4615 4482 4463 4421 3839 582 189 3766 is_linear=0 shrinkage=0.05 Tree=315 num_leaves=31 num_cat=0 split_feature=78 241 23 33 12 31 12 32 241 0 0 14 33 33 9 5 83 32 0 241 7 33 7 242 57 33 21 106 32 51 split_gain=0.722655 1.04942 1.52941 1.61297 1.90706 1.54407 1.39857 1.75233 1.19695 1.13203 1.84506 1.12918 1.57426 1.45687 1.36166 1.69247 2.76366 2.50844 1.38281 0.978138 1.05017 2.61216 5.39681 3.36414 3.802 3.15996 2.99439 2.90742 2.1813 2.18037 threshold=1.0000000180025095e-35 137250.00000000003 1.5000000000000002 0.496567359222502 -5329.9999999999991 0.056106464723230109 -5717.4999999999991 0.57818234827696713 114975.00000000001 101564.50000000001 100509.50000000001 15.500000000000002 0.25601867163629516 0.24518380290995226 0.025778000000000002 154800.00000000003 1.0000000180025095e-35 0.16458039242710698 105456.00000000001 15468.750000000002 13511.250000000002 0.24518380290995226 13023.000000000002 0.13636515151515147 0.025950000000000004 0.51099066457943965 3.5000000000000004 1.5000000000000002 0.023717180859310304 0.87260000000000015 decision_type=10 2 2 10 2 8 2 10 2 2 2 8 8 10 2 2 2 10 2 2 2 8 2 2 10 8 2 10 8 10 left_child=19 2 -2 8 6 -6 7 -5 9 10 -4 13 -13 -11 15 16 -14 -18 -17 -1 21 -21 23 24 26 -25 27 29 -24 -23 right_child=1 -3 3 4 5 -7 -8 -9 -10 11 -12 12 14 -15 -16 18 17 -19 -20 20 -22 22 28 25 -26 -27 -28 -29 -30 -31 leaf_value=0.024890049313749458 -0.039637949876318135 0.019112991175182312 0.020661839061043619 -0.055129284312737795 0.053197865674908466 -0.055478281392471851 0.049219900220139369 0.021835131051553762 -0.030376357937464987 -0.044894332436634252 -0.048061748946194305 0.035523967658097524 0.019507921032170972 0.011342159916590988 0.027466048552090144 0.040580731866972537 0.024140296928310188 -0.056074223781978787 -0.0042872315805317007 0.010937551729036552 5.4326698533454463e-05 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2.24422 1.75638 1.73636 1.86608 3.8326 1.78055 1.72469 1.52929 threshold=0.010650000000000001 -1348.9999999999998 1.0000000180025095e-35 0.015750000000000004 1.0000000180025095e-35 0.054650000000000011 0.031500000000000007 0.12555000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 40873.747500000005 -15.499999999999998 -1.0000000180025095e-35 18735.750000000004 -536.99999999999989 -4711.4999999999991 -4657.4999999999991 3.5000000000000004 -458.49999999999994 0.96945000000000003 0.11600000000000001 36866.250000000007 5.5000000000000009 -3862.4999999999995 0.13478888888888887 0.077316666666666659 1.0000000180025095e-35 110769.00000000001 0.43207673244837458 decision_type=10 2 8 10 2 10 10 10 2 2 2 8 8 2 8 8 2 2 10 10 8 10 2 10 2 2 2 2 2 10 left_child=8 -2 5 4 -4 -3 -5 -8 11 10 -10 13 -13 -1 -14 -16 18 -18 19 21 -20 22 24 -24 27 26 -26 28 -17 -23 right_child=1 2 3 6 -6 -7 7 -9 9 -11 -12 12 14 -15 15 16 17 -19 20 -21 -22 29 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.057205909762564899 -0.043051414640360275 0.016064649007499578 -0.056279294716739307 0.041395652059630784 0.02584752893542613 -0.058300692769466617 -0.041010130979294124 0.031548208951939549 0.027699988314801194 0.036450526979496578 -0.071326408562903496 0.039839516645788095 0.025784876915080919 0.010918407992598109 -0.041090330503421778 -0.032390129658309223 -0.045053918706571529 -0.00099291305051269992 0.049629504058890495 -0.041373283260433824 -0.057843863264770902 -0.0065196795180108751 -0.060904624647898455 0.027973467161985024 0.046186496827015144 0.036827074691725602 -0.066088221130470318 0.023681959381318795 0.041256074260873375 0.050895827875366451 leaf_weight=1.8070379871678599 1.5994610700436194 1.001884480821903 1.2148436551215118 5.9617998019675706 1.3979386564460583 1.299316794000333 1.5327364755794404 4.8580011888989247 2.1139437389792879 4.914828046457842 1.4605158546473811 1.8886189381591973 3.597940236912109 0.95722328781266686 1.7542527662299106 4.7138869269256283 2.983801687398226 467.8666140416608 0.44631465105339829 1.7541989306337189 2.0089169782440877 1.5642371578724112 1.8726734055671834 0.79051414906280104 1.5738871018111287 9.7181197087047604 1.4700437207065986 3.9728655936196446 0.95623269723728288 4.4852644954808056 leaf_count=98 108 12 41 39 21 54 36 56 28 20 41 22 41 20 98 183 116 6415 4 59 105 32 96 11 15 86 44 46 11 42 internal_value=-2.24551e-05 0.00935247 0.0142068 0.0203777 -0.0123383 -0.0259239 0.0272977 0.014146 -0.000359556 0.0157293 -0.012762 -0.000624158 -0.000446532 -0.0336155 -0.000595272 -0.000782136 -0.000642441 -0.00127213 0.00775023 0.0111903 -0.0383072 0.0141535 0.00886943 -0.0345229 0.0140273 0.0261267 -0.00803574 -0.00198567 -0.0199701 0.0360497 internal_weight=543.538 18.866 17.2665 14.9653 2.61278 2.3012 12.3525 6.39074 524.672 8.48929 3.57446 516.183 513.418 2.76426 511.53 507.932 506.178 470.85 35.3272 32.8719 2.45523 31.1177 25.0682 2.66319 22.405 12.7621 3.04393 9.64299 5.67012 6.0495 internal_count=8000 367 259 193 62 66 131 92 7633 89 69 7544 7426 118 7404 7363 7265 6531 734 625 109 566 492 107 385 145 59 240 194 74 is_linear=0 shrinkage=0.05 Tree=317 num_leaves=31 num_cat=0 split_feature=219 239 239 12 243 243 31 107 14 36 56 8 50 6 33 0 14 19 242 11 242 32 7 76 5 0 32 24 45 24 split_gain=0.690311 0.771811 3.56561 2.82076 2.66019 2.65988 2.94077 2.55528 2.34828 2.39732 2.22224 2.99966 2.41094 2.21804 2.11848 2.08305 2.15009 2.77762 2.52306 4.06588 3.61483 6.53308 2.64774 2.32574 1.99211 1.96306 1.77447 1.97494 2.36469 1.72485 threshold=1.0000000180025095e-35 0.041673363445299962 0.035702131558505761 -4676.4999999999991 0.029238726326739604 0.072731035585921811 0.32902964457574696 3.5000000000000004 16.500000000000004 0.98535000000000006 0.18750000000000003 902250.00000000012 0.97545000000000004 81252.000000000015 0.14509547980217227 100324.00000000001 3.5000000000000004 1.0000000180025095e-35 0.21116571428571426 -489.49999999999994 0.1453589285714286 0.083983937625394411 30712.500000000004 0.09495000000000002 80691.750000000015 106946.50000000001 0.50157634424248076 11.500000000000002 0.068650000000000003 14.500000000000002 decision_type=2 8 10 2 2 2 8 10 10 10 8 8 8 2 8 2 8 2 2 10 2 8 2 8 2 2 8 2 10 2 left_child=1 2 4 -4 -1 6 -5 10 9 -9 -6 12 -12 -3 -8 -14 -17 18 19 -18 26 -22 -20 -19 -25 -24 27 -21 -29 -28 right_child=-2 13 3 5 7 -7 14 8 -10 -11 11 -13 15 -15 -16 16 17 23 22 20 21 -23 25 24 -26 -27 29 28 -30 -31 leaf_value=-0.060753788019810677 0.024373775470969028 -0.057443905516398358 0.036829719336401376 0.027227680805753891 0.025645254960412679 0.037350211269671134 0.0121593203705412 -0.066980415555214973 0.035982290030975368 0.013163444552036134 -0.043169526524141716 -0.061306979522279315 0.044810121508309063 -0.00084500003776591273 -0.06754279426509939 0.034729279030481737 0.037835956459225689 0.0095798426639388205 0.033216879132412717 0.026504353992660507 0.048233080782294657 -0.065692448733653 0.012052821213695122 0.012474336499667775 -0.069061270665112431 -0.047437817824930444 -0.047308611255109816 -0.052315736096777754 0.027111199840718515 0.020536990159085826 leaf_weight=1.829910100379492 2.8843924653483546 1.7379100390317024 12.748423407087104 2.274397995322941 9.2843356914818269 3.2861714968457818 1.1838639192283151 3.5874260249256613 1.0611475370824335 1.2611121948575599 2.8915596409024138 1.9681880561402056 2.9138363236561409 434.48512957002458 2.8189608815882821 4.4624751301307688 4.3808688477147326 2.3216042240383095 10.789809072972277 6.885449157562114 1.5801803693175305 6.1794996373355389 4.1840833431342608 0.94764536176808167 3.5761197780957446 2.0740628510247916 3.1312856880249464 2.1879281536675994 1.639112591743469 1.3367137873137833 leaf_count=76 28 80 85 11 94 20 6 84 7 20 51 72 17 6646 60 40 31 35 63 40 5 107 39 17 83 33 76 33 16 25 internal_value=-2.15257e-05 -0.000152072 0.00374568 0.0214317 -0.00115785 0.000905564 -0.0181735 0.00022884 -0.0313899 -0.0461349 0.00279785 -0.000545276 0.00139985 -0.00107049 -0.0439703 0.00359943 0.00144267 -0.0014577 0.00311602 -0.00630248 -0.0147316 -0.0424927 0.0182101 -0.0311027 -0.0519811 -0.00766345 -0.00054116 0.0104989 -0.0182974 -0.0270109 internal_weight=541.894 539.009 102.786 22.3118 80.4744 9.56339 6.27722 78.6444 5.90969 4.84854 72.7348 63.4504 61.4822 436.223 4.00282 58.5907 55.6768 51.2144 44.369 27.321 22.9402 7.75968 17.048 6.84537 4.52377 6.25815 15.1805 10.7125 3.82704 4.468 internal_count=8000 7972 1246 182 1064 97 77 988 111 104 877 783 711 6726 66 660 643 603 468 333 302 112 135 135 100 72 190 89 49 101 is_linear=0 shrinkage=0.05 Tree=318 num_leaves=31 num_cat=0 split_feature=78 61 48 47 73 81 10 243 11 24 239 116 61 107 243 31 0 6 243 0 32 31 151 33 5 24 81 162 6 45 split_gain=0.70928 1.02697 1.22671 1.38449 2.59123 1.68015 1.35064 1.88229 1.79302 1.83444 1.56417 1.28748 1.22323 1.50198 1.71289 1.22468 1.29995 1.1823 1.56399 1.02549 0.96702 1.41859 0.953665 2.08695 2.5015 1.44509 2.33465 1.36671 3.65107 3.76191 threshold=1.0000000180025095e-35 0.058750000000000004 0.15075000000000002 0.026950000000000005 0.070550000000000015 -248.49999999999997 -20672.999999999996 0.046616922252745559 -2573.4999999999995 8.5000000000000018 0.1337561903217471 1.0000000180025095e-35 0.0024500000000000004 1.0000000180025095e-35 0.060724961985293362 0.14831277365138276 108904.50000000001 674437.50000000012 0.04993455497382196 104110.00000000001 0.57818234827696713 0.55587396623656515 1.0000000180025095e-35 0.55583709744822496 154800.00000000003 10.500000000000002 -598.49999999999989 1.0000000180025095e-35 556139.25000000012 0.053050000000000007 decision_type=10 10 10 10 10 2 2 2 10 2 8 2 8 8 2 8 2 2 2 2 10 8 2 8 2 2 2 2 2 8 left_child=22 2 3 4 6 -6 7 -2 17 -10 12 -12 -11 14 -14 -15 -17 18 -8 -9 21 -20 27 25 -25 -24 -27 -1 -29 -30 right_child=1 -3 -4 -5 5 -7 8 19 9 10 11 -13 13 15 -16 16 -18 -19 20 -21 -22 -23 23 24 -26 26 -28 28 29 -31 leaf_value=-0.0023771329206821509 -0.057350244001764805 -0.0374790678270919 0.030706291101733254 0.034017088665002596 -0.060409971746318958 0.0019777926470209753 -0.036068705862557386 0.028963339289681145 -0.049763532846127084 0.035148796094445642 0.010990673051784021 -0.066532356232317583 -0.068713253648600536 0.044182289975384231 0.0072959320882557748 0.01002559774460323 -0.032741926011160896 0.037021885769287201 0.03530091850741026 -0.024398432475007236 0.036591341185231128 -0.035635282828653983 0.038641148635512275 -0.060202585224714195 0.022066348552760209 0.026301249276675737 -0.042952546847609317 0.011384380879511583 0.030814691366355187 -0.019495524510767505 leaf_weight=376.75973307757886 1.9541671110346133 1.3875010029878456 4.6463753542047916 3.5813779745949423 2.6091216633794829 1.8403726411925152 1.5524634320754467 1.8922121616487859 1.6960316532058808 3.4941511572105872 0.88629444921389233 1.3534308210364534 1.4448458995320863 2.1437074029818204 1.521978906530421 11.781103324610738 2.0923737834091289 7.0835917952645095 1.3316932865418496 1.7176157101057468 3.6999455632467289 1.4971537146629996 6.1499385579954797 1.9436009181663405 1.7613330895546822 3.6727536423131815 1.8200114103965468 60.190862767747603 4.4770298870862488 21.84887973050354 leaf_count=5727 79 45 55 38 89 34 32 25 36 42 17 35 32 11 12 113 43 65 12 43 28 34 40 65 39 40 31 627 70 441 internal_value=-2.14009e-05 0.00504669 0.00603306 0.00395524 0.00186843 -0.0346055 0.00531097 -0.0178243 0.00840689 0.000539528 0.0039911 -0.0358553 0.0079614 0.00295735 -0.0297206 0.00901021 0.00357547 0.0221101 0.00903933 0.00357293 0.0197654 -0.00224173 -0.00066952 0.0115927 -0.0210918 0.0219936 0.00335421 -0.00107575 0.00459146 -0.0109397 internal_weight=539.832 61.2075 59.82 55.1736 51.5923 4.44949 47.1428 5.56399 41.5788 26.4139 24.7179 2.23973 22.4782 18.984 2.96682 16.0172 13.8735 15.1648 8.08126 3.60983 6.52879 2.82885 478.624 15.3476 3.70493 11.6427 5.49277 463.277 86.5168 26.3259 internal_count=8000 920 875 820 782 123 659 147 512 341 305 52 253 211 44 167 156 171 106 68 74 46 7080 215 104 111 71 6865 1138 511 is_linear=0 shrinkage=0.05 Tree=319 num_leaves=31 num_cat=0 split_feature=107 242 0 242 7 10 228 239 239 243 107 14 12 32 1 239 24 81 33 13 33 170 107 44 10 4 241 33 77 11 split_gain=0.696864 1.74355 2.80013 1.60251 1.92657 0.831512 0.830517 0.905788 3.51196 2.55666 2.63664 2.89348 2.53529 2.47873 2.62235 2.12624 4.13557 3.72478 3.25125 5.17462 3.09325 2.53059 3.40737 1.98574 1.82301 1.79945 3.44597 2.82908 2.83777 2.56221 threshold=6.5000000000000009 0.29127000000000008 102011.00000000001 0.14969000000000002 27002.250000000004 -15576.999999999998 1.0000000180025095e-35 0.041673363445299962 0.035702131558505761 0.029238726326739604 3.5000000000000004 16.500000000000004 -4676.4999999999991 0.59839565213819623 1.0000000180025095e-35 0.025363815782715401 10.500000000000002 -1.0000000180025095e-35 0.33365234483727518 -4166.4999999999991 0.41447195257438385 1.0000000180025095e-35 2.5000000000000004 0.06235000000000001 -18487.999999999996 1.5000000000000002 52687.500000000007 0.14509547980217227 4.5000000000000009 -899.49999999999989 decision_type=10 2 2 2 2 2 2 8 10 2 10 10 2 10 2 10 2 2 10 2 10 2 10 8 2 2 2 8 10 10 left_child=6 2 -2 5 -5 -4 7 8 9 -1 15 -12 -10 14 -14 18 23 21 19 -11 -20 -18 -23 -17 -22 29 -27 -28 -29 -9 right_child=1 -3 3 4 -6 -7 -8 25 12 10 11 -13 13 -15 -16 16 17 -19 20 -21 24 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.060159673955539276 -0.065095713661426177 0.051676985151127376 0.037471717142329379 -0.068245556978915253 0.0078448057727738708 0.001633774114524226 0.025870066313660324 -0.0012086561306674326 0.03644696510338595 -0.06569952103360864 -0.058479351582617911 0.038150328039401139 -0.067896965714392923 0.036099111850778146 0.0045606230944597644 0.0055853012592275821 0.022913403437441322 -0.055002710254039015 -0.057357816953835933 0.022988181050688311 -0.056676538619522279 -0.067005522780877083 0.033572678515770567 -0.068593171024533564 0.005479288745022075 0.012385889774545356 0.029904614598119345 -0.063581991832525497 0.023937973428993682 -0.014263101901107706 leaf_weight=1.7924859140184697 1.3316324689658348 2.2044928262475869 4.8845295632490862 1.152816734742373 2.9882842569932109 2.4206394655630001 3.0085483309812835 327.25050825850121 12.374905202654192 1.7413915275828937 3.4795499110769006 0.99660157784819592 1.8089985765400323 3.34441142732976 4.0317384178051725 1.18914169399068 10.952267711931201 2.4998484893003452 2.7548309331759837 29.626851035864092 1.2887679398700118 2.0651458838256085 1.4218405748251828 3.7390293549979106 13.937218845356254 44.564005267631728 1.7409940119832743 4.0618364032416139 1.19977385783568 42.464278334664414 leaf_count=76 30 10 46 30 45 38 28 5377 82 39 89 6 26 30 39 12 115 31 52 216 52 48 10 74 228 478 7 130 12 544 internal_value=-2.02758e-05 0.0106119 0.00352725 0.0115107 -0.0133375 0.0255965 -0.000324662 -0.000476121 0.00382632 -0.00114011 0.000257538 -0.036965 0.0216753 0.00177373 -0.017881 0.00259708 -0.0103815 0.00134683 0.0083481 0.0180647 -0.00860294 0.0111026 -0.0259941 -0.0506943 0.000218255 -0.00148764 0.00726224 -0.0253442 -0.0436253 -0.00270805 internal_weight=538.317 14.9824 12.7779 11.4463 4.1411 7.30517 523.335 520.326 99.045 77.485 75.6925 4.47615 21.5601 9.18515 5.84074 71.2163 21.8673 16.9391 49.3491 31.3682 17.9808 14.4393 3.48699 4.92817 15.226 421.281 51.5666 7.0026 5.26161 369.715 internal_count=8000 199 189 159 75 84 7801 7773 1225 1048 972 95 177 95 65 877 290 204 587 255 332 173 58 86 280 6548 627 149 142 5921 is_linear=0 shrinkage=0.05 Tree=320 num_leaves=31 num_cat=0 split_feature=12 158 5 50 10 243 7 14 242 31 10 0 0 11 11 143 10 81 50 33 22 31 32 13 3 11 0 12 240 12 split_gain=0.69893 4.56609 3.77105 3.83237 7.2329 3.44499 3.10364 3.34093 3.25136 3.00171 2.96462 3.9261 3.10064 3.87197 2.94708 2.81179 3.19033 2.7058 3.62276 2.66897 2.66873 2.80264 4.02082 2.60947 2.54564 2.53948 2.49714 2.47566 3.40009 2.31995 threshold=-2575.4999999999995 1.0000000180025095e-35 181125.00000000003 0.98785000000000012 -13829.499999999998 0.085816782802075608 21874.500000000004 8.5000000000000018 0.20424500000000004 0.46864607295139443 -13902.999999999998 109279.00000000001 104346.00000000001 -409.49999999999994 -253.49999999999997 1.0000000180025095e-35 -17918.499999999996 -1535.4999999999998 0.97985000000000011 0.081997050050795717 2.5000000000000004 0.32278925462410252 0.30762483859168338 -3365.4999999999995 1.0000000180025095e-35 -105.49999999999999 100281.50000000001 -2671.4999999999995 0.69844214172296459 -1488.4999999999998 decision_type=2 2 2 10 2 2 2 8 2 10 2 2 2 10 10 2 2 2 10 10 2 8 8 2 2 8 2 2 2 2 left_child=26 2 6 4 10 9 8 19 15 14 11 12 13 -4 23 16 29 18 -9 -8 -19 -22 -23 -3 -10 -24 -1 -28 -29 -2 right_child=1 5 3 -5 -6 -7 7 17 24 -11 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 21 22 25 -25 -26 -27 27 28 -30 -31 leaf_value=-0.032757909198315546 -0.068140565880248791 -0.019155889329181372 -0.053095187695797443 0.024727183042678444 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4.9140239888802162 2.804973486578092 8.4173980817431566 2.299453379586339 1.0730916634202015 332.36205409609101 3.2413501026458098 1.4814629077445713 4.5974283367395392 leaf_count=134 52 116 100 131 199 38 25 76 64 93 4 80 126 16 23 73 385 352 29 92 13 24 51 143 38 8 5351 76 17 71 internal_value=-2.0473e-05 0.0023871 0.00542457 -0.00865427 -0.016408 -0.0170875 0.00943582 0.0161882 0.000591395 -0.0246069 0.000795832 -0.0054563 0.00435841 -0.0249757 -0.033953 0.00532674 0.0082745 0.0194926 -0.0147355 -0.0181202 0.0224335 0.00196322 -0.0136459 -0.0419358 -0.029926 -0.051708 -0.00137379 -0.000794374 -0.0367404 -0.0237838 internal_weight=536.284 192.976 166.938 37.0165 30.0391 26.0375 129.922 73.6742 56.2477 22.2365 20.1378 18.2043 15.4449 5.68977 17.6643 48.6922 45.9278 67.2018 5.31706 6.47247 61.8847 12.6638 8.79209 15.3232 7.55551 3.87807 343.308 337.085 4.72281 6.63881 internal_count=8000 2422 2009 656 525 413 1353 670 683 375 326 322 242 116 282 581 508 553 105 117 448 96 83 259 102 59 5578 5444 93 123 is_linear=0 shrinkage=0.05 Tree=321 num_leaves=31 num_cat=0 split_feature=8 54 239 6 42 36 241 239 239 13 81 242 12 7 240 219 240 76 12 241 12 158 81 5 50 10 7 49 9 81 split_gain=0.719874 2.13875 1.48486 1.3549 3.38971 1.78726 1.78092 1.1832 2.35561 1.0916 1.01351 1.91369 0.983642 1.21778 0.92693 0.886198 0.900113 2.80035 2.15508 2.06095 1.13709 4.21735 3.23113 2.90875 3.56654 6.48493 3.46058 3.24543 4.46414 3.71622 threshold=1307250.0000000002 0.12065000000000002 0.040185938992597904 1215249.7500000002 0.15960000000000002 0.96295000000000008 27337.500000000004 0.075692852839199215 0.19878868001512043 -3205.9999999999995 -194.49999999999997 0.35918846153846157 -12884.999999999998 5555.2500000000009 0.075849717369435965 1.0000000180025095e-35 0.10288074077526781 0.15005000000000004 -4537.4999999999991 18225.000000000004 -2575.4999999999995 1.0000000180025095e-35 -895.49999999999989 181125.00000000003 0.98785000000000012 -13829.499999999998 21874.500000000004 0.12010000000000001 0.021669000000000004 -1535.4999999999998 decision_type=8 8 8 2 10 8 2 10 10 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 8 2 2 left_child=3 -2 -3 12 5 -5 -7 -4 -9 -6 11 -10 13 -1 -14 16 17 -16 -19 -20 -18 23 -23 26 25 -25 -22 28 -28 -29 right_child=1 2 7 4 9 6 -8 8 10 -11 -12 -13 14 -15 15 -17 20 18 19 -21 21 22 -24 24 -26 -27 27 29 -30 -31 leaf_value=0.052802750723179186 -0.05323096705386085 -0.053707037763012645 0.035648001265760343 0.048007428101717306 -0.031147939689902451 0.04294165652512133 -0.056676502441308133 -0.054502541067419391 -0.036289315593724995 0.030425887087997795 0.048067306802239772 0.050342156214441783 -0.034428751534784557 -0.053423486073735961 -0.048210240220797174 0.0290368727042421 -0.0019762160592884954 0.041515793647237835 0.038429671553426088 -0.058346946766848679 0.00018239615190671969 -0.050954947490973374 -0.0067432712599368831 0.0025501653872946829 0.02526928526989012 -0.049371945840836193 -0.04969528427317773 -0.028627698092762655 0.020069000103236631 0.024407769937179614 leaf_weight=0.32427236437797446 1.1867818142927689 0.70531159703386848 6.4774212017655373 0.52207074593752434 0.92138620195328247 0.48885913752019394 5.4544689493923215 1.3079706963617352 1.4861580610158829 3.2899063018267043 2.0206586205749799 1.1162956536281852 1.9273906049784262 1.6061484008532714 1.4845631031785131 2.6708115823566905 310.96877005562055 6.1693950277985996 0.98162304237485054 1.2515269763534886 55.235726798884571 5.307840108289386 18.663772900821641 17.425728488597088 6.7736841205041847 9.1826420619036089 4.0767042149964237 3.509993897896492 5.240913828718476 56.008412949624471 leaf_count=1 111 51 65 6 40 3 228 78 63 48 17 8 54 178 47 24 4728 43 4 39 675 159 210 262 113 174 98 72 61 340 internal_value=-2.12776e-05 0.0110456 0.0168625 -0.00032593 -0.0179536 -0.0406912 -0.0484826 0.0208738 0.00473859 0.0169542 0.0214991 0.00087036 4.39642e-05 -0.0355796 0.000179634 0.000311734 0.000158992 0.0150961 0.0262811 -0.015807 -0.00014094 0.00300478 -0.0165327 0.00597927 -0.0071224 -0.0153683 0.00950433 0.0169845 -0.0104547 0.0212801 internal_weight=533.787 14.3006 13.1138 519.487 10.6767 6.4654 5.94333 12.4085 5.93108 4.21129 4.62311 2.60245 508.81 1.93042 506.879 504.952 502.281 9.88711 8.40255 2.23315 492.394 181.425 23.9716 157.454 33.3821 26.6084 124.072 68.836 9.31762 59.5184 internal_count=8000 393 282 7607 325 237 231 231 166 88 88 71 7282 179 7103 7049 7025 133 86 43 6892 2164 369 1795 549 436 1246 571 159 412 is_linear=0 shrinkage=0.05 Tree=322 num_leaves=31 num_cat=0 split_feature=33 239 107 239 240 12 31 14 88 33 10 35 10 243 239 243 0 4 0 107 105 13 5 58 47 13 0 239 107 13 split_gain=0.715185 1.98354 2.28022 3.09194 1.88352 1.53303 1.09821 1.70134 1.98545 1.87079 1.89534 1.89029 3.31791 1.10849 3.27276 4.22327 3.89252 3.66697 3.38263 3.3083 3.01007 4.58189 3.08312 2.9361 2.73323 2.71523 3.08818 2.5809 3.24837 2.78674 threshold=0.11392442368259932 0.16438393897101314 2.5000000000000004 0.042690084580857608 0.31649212066111848 -2706.9999999999995 0.19507561784403518 14.500000000000002 1.0000000180025095e-35 0.28298015816786154 -9870.4999999999982 0.079050000000000023 -9291.9999999999982 0.067090814308540567 0.041673363445299962 0.072731035585921811 101072.50000000001 1.0000000180025095e-35 102256.50000000001 6.5000000000000009 1.0000000180025095e-35 -525.49999999999989 80691.750000000015 0.10515000000000001 0.0019500000000000001 -4643.4999999999991 106656.50000000001 0.035702131558505761 2.5000000000000004 -2009.9999999999998 decision_type=8 8 8 10 2 2 8 10 2 10 2 8 2 2 10 2 2 2 2 10 8 2 2 10 8 2 2 10 8 2 left_child=1 2 5 -4 -3 -1 7 8 9 10 -2 -11 -13 -8 15 -15 -16 27 -18 20 21 22 -20 -19 -24 -22 -27 28 -17 -30 right_child=6 4 3 -5 -6 -7 13 -9 -10 11 -12 12 -14 14 16 17 18 23 19 -21 25 -23 24 -25 -26 26 -28 -29 29 -31 leaf_value=0.019818184867829255 0.033335118230958596 -0.0072820671774010484 0.013700061114846566 -0.068848608041556791 0.035297780310852449 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1.5076509634964166 11.941247017355636 3.6359320983756325 9.6835347230662574 6.2486151069169855 4.4689933907357045 3.1579987460281691 leaf_count=43 41 32 14 27 43 28 6008 34 13 23 31 62 21 96 87 174 104 93 36 24 24 45 101 11 386 99 128 25 114 33 internal_value=-2.09404e-05 0.00760948 -0.00372133 -0.033496 0.0226841 0.00783037 -0.000461722 0.0089798 0.0130887 0.00770648 0.0204223 -0.0085739 -0.0232428 -0.00104033 -0.00608552 0.00520363 -0.014273 0.0118796 -0.0110643 -0.0171995 -0.0216275 -0.0341399 -0.0454789 -0.0278097 -0.053451 -0.00516698 -0.0140799 0.0190618 0.010662 -0.0153715 internal_weight=531.602 29.0316 16.5739 4.63281 12.4577 11.9411 502.57 29.0208 26.0231 22.592 12.6846 9.90739 6.82745 473.549 88.5205 37.2117 51.3088 32.16 48.667 40.002 36.537 20.758 16.8354 4.92793 14.7833 15.779 13.3195 27.2321 20.9834 7.62699 internal_count=8000 187 112 41 75 71 7813 225 191 178 72 106 83 7588 1580 546 1034 450 947 843 819 568 523 104 487 251 227 346 321 147 is_linear=0 shrinkage=0.05 Tree=323 num_leaves=31 num_cat=0 split_feature=150 32 11 240 242 12 28 7 32 33 239 11 7 243 33 243 0 14 243 123 243 77 158 151 162 45 5 0 0 81 split_gain=0.703278 3.4682 1.84953 1.98781 2.25014 1.56737 1.14009 1.59284 2.35699 1.93524 0.964338 3.58453 2.16775 2.72845 2.67895 2.42562 2.79561 2.67504 2.59957 4.43487 3.04927 4.24125 2.23953 2.48772 2.18334 2.45108 2.98004 2.11129 2.06447 2.05607 threshold=1.0000000180025095e-35 0.44940187957095928 -205.49999999999997 0.13336920447588854 0.093324285714285707 -6789.9999999999991 1.0000000180025095e-35 34974.000000000007 0.16458039242710698 0.24518380290995226 0.19739043627268146 -3218.9999999999995 55989.000000000007 0.061348164956590311 0.43561987392395524 0.054247454345486203 107028.00000000001 10.500000000000002 0.048168154869436659 1.0000000180025095e-35 0.029385197706053256 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.088450000000000015 116100.00000000001 103004.00000000001 103515.50000000001 -1304.4999999999998 decision_type=2 10 10 2 2 2 2 2 10 8 10 8 2 2 8 2 2 8 2 2 2 10 2 2 2 10 2 2 2 2 left_child=10 6 3 -3 5 -5 7 8 -2 -10 11 -1 13 15 -15 16 18 -18 20 -20 27 -22 29 -24 25 26 -17 -12 -29 -19 right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 12 -13 -14 14 -16 24 17 22 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.058892904498864279 0.034478269146759291 0.035967250455762517 0.047199258040727887 0.036059740001642741 -0.055932446911138925 -0.053281226972314216 0.046605782334256773 0.033965399683950674 0.013055932335095466 -0.063788278971892445 -0.057160829885582493 -0.0010614844451770826 0.038206676510138801 0.0039777951415486046 -0.04362593160241756 0.020975025554218138 -0.054508309520295221 -0.0043193560063108562 -0.058789569119108369 0.016841641063371774 -0.048126392005455862 0.059517811818498169 -0.060347245893831114 0.039410013427900709 0.054476086214777446 0.045317621635986072 -0.06274190640597832 0.05367073004155927 -0.017998581966430238 0.028213677389453476 leaf_weight=2.6969750562857371 2.3745365592185426 1.1443051983078474 1.0049587462563048 1.4571703941619492 4.4262527059909189 0.740341871685814 3.7976448498666278 5.5687437080778182 1.4396570250391962 1.9014426455833016 0.97772184532368811 412.19476848379782 4.4697231648024163 5.9124916551518227 5.9092721861525215 2.5717591980937851 1.4088721156877024 6.3763681538403096 2.2623810231016224 13.530540289066266 9.6537397976207995 1.0108871273696411 1.8474394584191025 0.94445462897419918 4.4510277123190463 2.9505381274502724 1.8119587198598308 2.4676695885136724 1.6949851434619629 20.37565918402106 leaf_count=125 14 27 8 24 279 74 12 38 8 49 51 5626 73 88 248 32 89 142 85 137 351 2 55 5 17 18 47 9 74 193 internal_value=-2.08712e-05 0.00836852 -0.0166284 -0.0248858 -0.0353986 0.00596077 0.0229089 0.014934 -0.00360831 -0.0306766 -0.00041676 -0.00143741 0.00425578 0.00249447 -0.0198176 0.00604278 0.00212233 0.0128023 -0.00833963 0.00600725 -0.0226755 -0.0379229 0.0160122 -0.0266009 0.0268507 0.0100853 -0.0136284 0.00895789 0.0244878 0.0204594 internal_weight=529.374 23.8551 8.77303 7.76807 6.62376 2.19751 15.082 11.2844 5.71564 3.3411 505.519 414.892 90.6275 86.1578 11.8218 74.336 62.5507 30.9528 31.5979 15.7929 15.805 10.6646 29.5439 2.79189 11.7853 7.33426 4.38372 5.14038 4.16265 26.752 internal_count=8000 533 412 404 377 98 121 109 71 57 7467 5751 1716 1643 336 1307 1193 484 709 222 487 353 395 60 114 97 79 134 83 335 is_linear=0 shrinkage=0.05 Tree=324 num_leaves=31 num_cat=0 split_feature=78 242 9 23 81 33 19 0 625 56 128 628 10 30 9 10 9 127 10 31 11 243 81 32 5 81 9 54 243 11 split_gain=0.710675 0.977045 1.78169 1.39034 1.82995 1.10007 1.22897 1.02631 0.929961 1.65397 1.32502 1.24943 1.20473 3.12696 3.05914 6.13648 2.87856 5.55292 2.78444 2.75613 3.11763 2.43498 2.13634 2.12616 2.11397 2.07921 2.42895 2.31622 1.77808 3.33331 threshold=1.0000000180025095e-35 0.20544000000000004 0.029709000000000003 2.5000000000000004 -1167.4999999999998 0.30543724103342862 1.0000000180025095e-35 105116.50000000001 11248.222500000002 0.062500000000000014 1.0000000180025095e-35 7914.6900000000014 -20931.499999999996 1.0000000180025095e-35 0.014870499999999951 -23050.499999999996 0.019394999999999954 1.0000000180025095e-35 -20196.499999999996 0.48292600015448356 -570.49999999999989 0.032418748203879556 -2158.4999999999995 0.23764920978420853 337167.96750000009 -357.49999999999994 0.024887000000000003 0.25865000000000005 0.079778170966896808 -1409.4999999999998 decision_type=10 2 2 2 2 10 2 2 8 10 2 8 2 2 2 2 2 2 2 8 10 2 2 8 2 2 2 10 2 10 left_child=8 -2 3 5 -5 7 -7 -3 9 10 11 -1 13 14 21 24 17 -17 19 -14 23 22 -10 -21 -16 -18 -27 -28 -20 -30 right_child=1 2 -4 4 -6 6 -8 -9 12 -11 -12 -13 18 -15 15 16 25 -19 28 20 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.0600408212531513 0.0091347667904606907 -0.010987216613478692 -0.057539509942091019 0.012156574294749846 -0.070330614350444173 -0.040874068453897849 0.021415680226492022 0.026917976943102481 0.042549219598562865 -0.027411585181795303 0.019472945719886392 0.020732114652072437 0.053582644710785936 -0.062397938358847133 -0.061219408031848777 -0.046343866199666683 0.025819232279361927 0.055481217180847343 -0.00050436945785995628 -0.0073026937567902588 0.020180287504626075 0.02351087689006106 -0.06027655212371507 -0.060938502522927443 0.048090499778091357 0.021363759076789997 -0.060166911390303071 0.023564194390972223 -0.042625654243150395 -0.0027352956917055431 leaf_weight=1.0792997867683878 42.672025328414747 2.475665778853001 1.4802813048008818 1.2431397345499138 1.4644189995015029 2.0856482557283007 1.2765097227529625 6.4079543158877641 0.72415059898048673 2.6426506088173474 16.516632552884403 0.86044528547791443 1.0088542215526075 1.6716759420523875 5.000795766056398 5.4748753494350266 14.770110335826759 1.7723477240651844 343.45131092851079 2.5814474679063979 2.2390211512101823 26.064356119924923 1.6701507885009075 6.5002060236874977 0.48521756008267392 3.9858832006575531 2.6697225328534846 1.1959177022799847 7.3380227894813315 18.290320821746718 leaf_count=47 611 32 62 21 27 86 32 49 4 111 204 20 2 56 225 126 212 5 4669 22 23 294 53 223 5 32 77 9 339 322 internal_value=-2.0759e-05 0.00514536 -0.00521364 -3.37237e-05 -0.0324577 0.00713527 -0.0172245 0.0163546 -0.000673219 0.00958457 0.0148818 -0.024211 -0.00115752 0.00510772 0.00687611 -0.00294579 0.00598159 -0.021442 -0.00223321 -0.0256071 -0.0326642 0.0190781 -0.0291771 -0.0456926 -0.0515514 0.0147672 -0.00602363 -0.0342629 -0.00145238 -0.0141569 internal_weight=527.099 59.1056 16.4336 14.9533 2.70756 12.2458 3.36216 8.88362 467.993 21.099 18.4564 1.93975 446.894 65.4852 63.8135 35.3549 29.8689 7.24722 381.409 12.3295 11.3207 28.4587 2.3943 9.08165 5.48601 22.6216 7.85152 3.86564 369.08 25.6283 internal_count=8000 920 309 247 48 199 118 81 7080 382 271 67 6698 1098 1042 691 461 131 5600 270 268 351 57 245 230 330 118 86 5330 661 is_linear=0 shrinkage=0.05 Tree=325 num_leaves=31 num_cat=0 split_feature=32 8 242 81 243 30 241 33 79 239 13 7 7 239 239 33 33 12 9 32 33 135 57 13 24 239 148 0 150 77 split_gain=0.693086 1.80189 3.6019 2.30723 1.82394 2.64369 2.25628 1.45237 2.31659 1.43566 1.05284 0.944578 2.53953 2.76786 4.18566 3.72377 3.18634 2.90467 4.63623 7.2782 4.12484 4.10976 3.99488 4.47835 4.18182 4.34337 3.56811 3.49564 3.9352 3.53467 threshold=0.093418472625969654 654750.00000000012 0.14691250000000003 -680.49999999999989 0.067988707393840567 1.0000000180025095e-35 110812.50000000001 0.4893563484713756 1.5000000000000002 0.048548848301339161 -1232.4999999999998 28127.250000000004 27427.500000000004 0.051046395217073104 0.05754312284547116 0.63887554781794043 0.40227454521685124 -4121.4999999999991 0.013083500000000001 0.65658397972684035 0.20975246376772819 1.0000000180025095e-35 0.040850000000000004 -4387.4999999999991 12.500000000000002 0.17760923106267598 1.0000000180025095e-35 110641.50000000001 1.0000000180025095e-35 9.5000000000000018 decision_type=10 8 2 2 2 2 2 8 10 10 2 2 2 8 8 10 10 2 2 10 8 2 8 2 2 10 2 2 2 10 left_child=1 4 -3 -4 7 6 -6 8 10 -9 -1 12 13 15 16 -2 -15 22 19 20 -19 -22 26 -24 27 -26 -16 28 29 -25 right_child=11 2 3 -5 5 -7 -8 9 -10 -11 -12 -13 -14 14 17 -17 -18 18 -20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.043421881964641251 0.0097511946447434387 0.038827291781129501 -0.00072553205275505833 -0.072246147543774245 -0.069493566586752334 0.02920760862570243 0.0080483196487215938 0.0052996307636832499 0.032914694756370808 0.037502809178580648 0.0023641489091315465 0.002224883536297136 -0.034335566871914587 -0.069239027131990177 0.018675779966489725 -0.040865761071349718 0.0072690680065495283 0.0061374887968609548 0.0071659233503257556 0.026467021439694673 0.0057975589667160253 -0.05958326876558652 0.0055602992649165066 -0.051484630238595099 0.00015437970429788039 -0.058507162403850212 -0.060774369513531989 0.0095993581498761867 0.028013244558031544 0.044322076969284779 leaf_weight=2.4965686667710543 66.787814909715962 2.0051855379715553 1.9792025545611975 2.6208309584762901 2.2932645390683315 2.374567567370832 1.5875607607886193 5.1498212888836852 3.4292411217465997 10.553235891740767 2.5258378051221424 190.65572484707445 6.0541266509681 4.2454367298632851 16.029394491110001 3.8426002322521517 2.00290073803626 5.1797828793060097 93.914563243073644 7.2448489691014393 3.0426657653879419 11.442964690693763 19.964369461165916 22.492038182506814 23.26332751946757 3.6506110334885298 1.549778465356211 3.7986997236439484 1.8681938494264603 1.005761376582085 leaf_count=26 676 10 21 33 41 15 12 39 16 53 14 3119 116 58 331 171 39 36 1061 115 37 298 409 583 354 164 53 59 35 6 internal_value=-2.20427e-05 0.00657422 -0.0170963 -0.0414738 0.0117156 -0.0123469 -0.0377729 0.0179471 0.00123505 0.0269418 -0.0203955 -0.00052234 -0.00228364 -0.00161755 -0.00437465 0.00699741 -0.0447144 -0.00319927 0.00192308 -0.016374 -0.0321569 -0.0458502 -0.00980997 -0.0147759 -0.0220157 -0.00780248 0.0116715 -0.0351321 -0.0418309 -0.0473839 internal_weight=525.051 37.0153 6.60522 4.60003 30.4101 6.25539 3.88083 24.1547 8.45165 15.7031 5.02241 488.036 297.38 291.326 220.695 70.6304 6.24834 214.447 120.825 26.9103 19.6654 14.4856 93.6222 76.043 56.0786 26.9139 17.5792 29.1647 25.366 23.4978 internal_count=8000 280 64 54 216 68 53 148 56 92 40 7720 4601 4485 3638 847 97 3541 1547 486 371 335 1994 1610 1201 518 384 683 624 589 is_linear=0 shrinkage=0.05 Tree=326 num_leaves=31 num_cat=0 split_feature=14 9 40 242 32 12 77 625 628 628 81 624 51 49 106 239 71 13 47 219 33 81 81 6 6 130 243 59 5 10 split_gain=0.666394 2.03997 1.71231 1.23359 4.51278 1.32676 2.14564 1.07362 1.04273 1.74877 1.66109 1.13702 1.03591 1.03564 1.78018 2.93805 1.77014 2.02181 1.62756 1.3065 1.28544 1.1912 3.94991 3.75823 4.3857 3.60466 4.77581 4.50469 6.3519 3.8054 threshold=20.500000000000004 0.029709000000000003 0.13015000000000002 0.13982000000000003 0.43020013989626366 -3647.4999999999995 1.0000000180025095e-35 2836.5300000000002 5851.3500000000013 6915.1050000000005 -536.49999999999989 8629.6275000000023 0.83340000000000003 0.14545000000000002 1.0000000180025095e-35 0.032366689281305358 0.20155000000000003 -3001.4999999999995 0.0024500000000000004 1.0000000180025095e-35 0.34496990492100627 -1255.4999999999998 -1460.4999999999998 215752.50000000003 260604.00000000003 1.0000000180025095e-35 0.029254730538922153 0.055050000000000009 201883.50000000003 -16075.999999999998 decision_type=10 2 10 2 10 2 10 8 8 8 2 8 10 10 8 10 8 2 10 2 8 2 2 2 2 2 2 10 2 2 left_child=7 2 3 4 -2 6 -5 -1 10 -10 -9 -11 -4 19 15 -15 17 -17 -16 21 -19 22 23 -13 -25 -26 -27 28 -28 -30 right_child=1 -3 12 5 -6 -7 -8 8 9 11 -12 13 -14 14 18 16 -18 20 -20 -21 -22 -23 -24 24 25 26 27 -29 29 -31 leaf_value=-0.038662779367225307 -0.081530154918388734 -0.04231899896480186 -0.063470344066272805 0.027324286823302138 0.024089971031497001 0.039223663931436795 -0.044636540532855547 0.025051497812627388 -0.056803743972058757 0.026369824969613327 -0.033358929196470204 0.024064820748726855 0.012873663549404585 -0.046512602151944749 -0.015402062204785886 -0.043981867860810556 0.032483519884558713 0.039287554274291051 0.035639540604758435 0.035515054921121572 -0.023119236699356071 4.172125072589163e-05 -0.029195511107663854 -0.058609910770612207 0.010361873461014678 0.028041859888415756 -0.047337905538493576 0.0076530089561713498 -0.057297805451432066 0.020942544066322913 leaf_weight=1.8263383563753448 1.3467554091475999 1.8087777953478497 1.1035644550283894 3.5248575068544659 4.0604629665613174 7.7565749677014457 1.4669718670193104 8.0214837793610041 1.3788719682488588 3.9300408465205692 1.4349075285717834 12.003521319362333 0.74382694845553476 2.9295726877753649 1.9405859027756367 2.3783689115662119 4.8152834865613849 2.185350826126522 8.0016908232937549 2.4160484405001617 1.3256895551457999 352.90892310215713 15.650550601829307 3.7689169109216882 29.141933952807449 6.3118006970034903 17.853763542563687 11.266445929129985 1.9859658778004812 7.1466144109726866 leaf_count=95 25 63 39 39 50 44 33 107 49 46 35 216 11 98 39 94 68 19 92 18 63 4588 373 155 461 120 499 257 99 105 internal_value=-2.41684e-05 0.00853101 0.0131291 0.0177956 -0.00221643 0.0262837 0.00617683 -0.000396912 -0.000256802 -0.000574601 0.0161883 -0.000415709 -0.0327315 -0.000633192 0.00958775 -0.00214472 0.00999752 -0.00838742 0.025677 -0.00115653 0.0157242 -0.00134997 -0.00602172 -0.00196844 -0.00600186 -0.0033118 -0.0122534 -0.0189022 -0.0299886 0.00392844 internal_weight=522.434 21.8118 20.003 18.1556 5.40722 12.7484 4.99183 500.623 498.796 489.34 9.45639 487.961 1.84739 484.031 23.5765 13.6343 10.7047 5.88941 9.94228 460.454 3.51104 458.038 105.13 89.479 77.4754 73.7065 44.5646 38.2528 26.9863 9.13258 internal_count=8000 304 241 191 75 116 72 7696 7601 7459 142 7410 50 7364 473 342 244 176 131 6891 82 6873 2285 1912 1696 1541 1080 960 703 204 is_linear=0 shrinkage=0.05 Tree=327 num_leaves=31 num_cat=0 split_feature=33 0 12 24 128 0 239 239 10 9 38 52 81 81 5 33 10 32 32 45 76 10 7 12 243 242 7 241 9 77 split_gain=0.687461 2.38843 1.82226 2.64479 2.19321 1.7823 1.67525 7.84799 2.66675 2.59647 3.06844 2.56949 3.84226 4.65896 2.51748 2.10766 1.81959 1.77224 2.21152 1.73718 1.82204 1.88106 1.97458 2.41518 2.13336 1.64664 2.2546 2.31312 5.40601 2.31687 threshold=0.32885910741650776 110641.50000000001 -5617.4999999999991 9.5000000000000018 1.0000000180025095e-35 110394.50000000001 0.051940436891028056 0.059372799597692358 -18753.999999999996 0.031945000000000008 0.0023500000000000001 0.020150000000000005 -495.49999999999994 -1284.4999999999998 90144.000000000015 0.21579268234998664 -16234.499999999998 0.40030800356833346 0.50938743943024811 0.10465000000000001 0.061150000000000003 -15836.499999999998 30111.750000000004 -3862.4999999999995 0.051361812018882159 0.19849285714285717 13727.250000000002 99816.750000000015 0.010528000000000001 1.5000000000000002 decision_type=8 2 2 2 2 2 8 8 2 2 8 10 2 2 2 10 2 10 10 10 10 2 2 2 2 2 2 2 2 10 left_child=1 5 -3 -4 -5 6 19 -8 11 14 -11 12 13 -9 15 -10 -12 -15 -19 20 21 -1 23 -23 -25 26 -16 28 -28 -29 right_child=-2 2 3 4 -6 -7 7 8 9 10 16 -13 -14 17 25 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 29 -30 -31 leaf_value=0.029394146810742944 -0.0011158050371481167 0.041239055871830882 0.036586759247933025 0.016597051183658954 -0.053535247972763073 -0.042454823062531788 -0.084268962514338658 -0.062656698741414274 4.6421787176330624e-05 0.043327013028905091 0.015791223454271534 0.032179302709256501 -0.068392517106586892 0.041025546165402126 0.026996287839947675 -0.052686935902139534 -0.070117830387869368 0.031407955874489496 -0.060648469037580949 -0.027798551039742953 0.039152519648885852 0.027437337880435109 -0.033405285262653545 0.011904053575028519 -0.058491511210841854 0.023083954651439871 -0.070047275318708802 0.024487383400641684 0.00049789866797920589 -0.021843835235575086 leaf_weight=7.2107042330317261 382.38922919592733 6.6974433599389149 3.8462464478798193 2.1377694668481118 2.3295281138271102 2.3466204693540922 2.8021309741307041 2.7261769892647845 5.3624069131910783 1.0835173703962926 0.77842956362292159 2.1200988530181339 3.9167144693201399 3.2598750591278076 9.1471623355755565 2.9302452318370342 2.9604859419632708 1.3150388561189177 1.2947699148207901 2.5634115834254763 6.1923437078949055 6.7731069498695486 3.695968114770948 2.3484912887215579 1.9867010428570209 18.734758328413591 3.4165276635321851 11.123006362060549 13.239053999423048 3.5625635229516766 leaf_count=46 6746 38 18 24 30 34 44 60 44 11 11 19 64 11 63 38 65 7 34 40 34 39 36 20 25 115 54 77 110 43 internal_value=-2.43586e-05 0.00300213 0.0218298 0.00619357 -0.0199743 0.000702346 0.00154249 -0.00190842 0.000745166 0.00468296 -0.0307614 -0.0187217 -0.0273463 -0.00864349 0.00721464 -0.0185871 -0.0522319 0.016443 -0.0142628 0.0116104 0.0151918 0.00845221 -0.00174797 0.00878509 -0.0203563 0.0108275 0.0051562 -0.001218 -0.0139729 0.0132479 internal_weight=520.291 137.901 15.011 8.31354 4.4673 122.89 120.544 89.773 86.9708 72.3382 4.82243 14.6327 12.5126 8.59586 67.5157 8.29265 3.73892 5.86968 2.60981 30.7707 28.2073 22.015 14.8043 11.1083 4.33519 59.2231 40.4883 31.3412 16.6556 14.6856 internal_count=8000 1254 110 72 54 1144 1110 870 826 631 87 195 176 112 544 82 76 52 41 240 200 166 120 84 45 462 347 284 164 120 is_linear=0 shrinkage=0.05 Tree=328 num_leaves=31 num_cat=0 split_feature=9 1 24 107 239 30 239 11 81 0 81 13 10 239 44 7 47 31 12 160 81 32 32 32 73 31 35 10 162 78 split_gain=0.657224 0.735933 2.04504 3.54957 3.00498 2.19886 4.32993 3.64466 4.16094 4.5324 3.67682 3.11324 3.63628 3.74959 4.42228 3.37193 3.17774 3.11808 3.09626 3.36067 3.88219 4.70678 3.01215 3.17626 3.47912 3.12815 3.38066 2.99139 2.70208 2.18124 threshold=0.0013045000000000003 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 0.11429618664116166 1.0000000180025095e-35 0.19596100291555049 -2051.4999999999995 -1.4999999999999998 105629.50000000001 -371.49999999999994 -4586.4999999999991 -10728.499999999998 0.095194516595989806 0.082500000000000018 44021.250000000007 0.027250000000000003 0.32075984855464151 -9140.9999999999982 1.0000000180025095e-35 -1394.4999999999998 0.15433961805944044 0.10373493510155167 0.48038306984168139 0.092650000000000024 0.26439557336855307 0.034950000000000009 -12439.999999999998 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 8 8 2 10 10 2 2 2 2 2 10 8 2 8 8 2 2 2 8 8 10 8 8 8 2 2 10 left_child=-1 2 3 -2 -5 7 18 8 10 -10 22 -9 15 14 -14 16 -13 -17 -7 20 -20 -22 -4 25 -25 -24 -27 28 -26 -23 right_child=1 -3 5 4 -6 6 -8 11 9 -11 -12 12 13 -15 -16 17 -18 -19 19 -21 21 29 23 24 27 26 -28 -29 -30 -31 leaf_value=0.029533970154620805 0.030601437369070585 -0.0016757916207701549 0.038902216689100419 0.013552514175671344 -0.054635807672467 0.024218472357617898 0.01912673318531628 -0.031508696392836627 -0.062616805773184556 0.033590064675396124 -0.057392975866002373 0.00064645047739281215 0.028111495536488576 0.012542899545395322 -0.05024261589602929 0.03524307979694357 0.026915466493195036 -0.053853456129359323 0.0066689947741380463 0.011603994126992798 0.0087748111720322378 -0.055916100463312163 0.038293432226505095 -0.055193927103972397 0.023876268364582787 0.035455264206164246 -0.064125327203121363 -0.051412818432297572 -0.05929053239876985 -0.0081531118030207777 leaf_weight=1.8738856161944557 14.687085333775032 309.20907388863634 2.8440955765545359 4.1291053467430165 2.6543309132102877 4.2739109103858928 11.22616490582004 4.4049639150034627 1.4261400546238281 8.6461155168944952 4.7615262100880527 15.330012708262073 2.4274416680273143 11.511952732165808 6.9756252639926979 1.4605466815410171 46.231180260423571 2.9969802254927345 6.3156465361826113 6.5376861626282325 4.4186365623027148 15.717043626878878 1.1175214857794351 2.6386806829250444 11.025403457519133 0.97827316448092538 6.6187137269298546 1.8718724228674499 1.0715706957271329 2.8190881098853415 leaf_count=18 106 5251 13 32 46 42 146 124 43 61 136 217 22 119 100 15 331 100 100 58 30 252 7 152 211 8 136 47 45 32 internal_value=-2.35887e-05 -0.000130861 0.00217559 0.0167851 -0.0131293 0.00048597 -0.0083191 0.0038489 -0.00815415 0.019968 -0.0167565 0.00949963 0.0115775 -0.00659055 -0.0300152 0.0173333 0.0203739 -0.0246602 -0.0160061 -0.0208072 -0.0280464 -0.0375977 -0.0098868 -0.0153666 -0.00253896 -0.0398127 -0.0513022 0.00740743 0.0165092 -0.048652 internal_weight=518.2 516.326 207.117 21.4705 6.78344 185.647 51.3082 134.339 42.9999 10.0723 32.9277 91.3387 86.9337 20.915 9.40307 66.0187 61.5612 4.45753 40.082 35.8081 29.2704 22.9548 28.1661 25.322 16.6075 8.71451 7.59699 13.9688 12.097 18.5361 internal_count=8000 7982 2731 184 78 2547 660 1887 859 104 755 1028 904 241 122 663 548 115 514 472 414 314 619 606 455 151 144 303 256 284 is_linear=0 shrinkage=0.05 Tree=329 num_leaves=31 num_cat=0 split_feature=78 48 62 240 10 8 239 10 111 33 77 243 11 77 0 33 33 5 38 241 77 241 74 107 81 7 8 34 10 33 split_gain=0.658112 0.900683 1.36844 1.00932 2.94685 1.90964 1.30261 1.02272 2.33876 0.984077 2.66395 1.93083 1.69062 3.22606 0.88722 0.909765 2.02579 2.605 2.43806 1.88135 1.34681 1.88433 1.14174 1.96044 1.91943 1.32757 3.79082 3.52185 3.71333 2.84128 threshold=1.0000000180025095e-35 0.15075000000000002 0.11995000000000001 0.35931955380000452 -10255.999999999998 249750.00000000003 0.019675695164079455 -18407.999999999996 1.0000000180025095e-35 0.23079912418165444 3.5000000000000004 0.029385197706053256 -1112.4999999999998 4.5000000000000009 100048.00000000001 0.11392442368259932 0.1041218374382596 290250.00000000006 0.0030500000000000002 80628.750000000015 1.5000000000000002 66999.750000000015 0.010650000000000001 1.0000000180025095e-35 -1348.9999999999998 14517.000000000002 209250.00000000003 0.14865000000000003 -19776.499999999996 0.23988384837774554 decision_type=10 10 10 2 2 10 8 2 2 10 10 2 8 10 2 8 8 2 10 2 10 2 10 8 2 2 10 10 2 8 left_child=14 2 3 4 5 -2 -7 8 -5 12 -11 -12 13 -8 -1 16 17 18 19 20 21 -16 25 -24 -25 26 -17 28 -28 -30 right_child=1 -3 -4 7 -6 6 9 -9 -10 10 11 -13 -14 -15 15 22 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31 leaf_value=-0.041595809344328265 -0.05812735312263434 0.025868394547056472 -0.040048681665232573 -0.043660259700424586 -0.0629286072547727 -0.062155270698286469 -0.067693184546830584 0.016992666915204065 0.032425653985633664 0.026070704342520498 0.023595235659473496 -0.0589826194104206 0.014811403121336386 0.019502575507794762 -0.028636319541115174 0.00075032314795494062 0.038551271688506694 0.046016549937033864 -0.045185729686126934 -0.028665714782217008 0.037900170129892906 0.027347612620642434 -0.037210544219369278 -0.05255438018903158 0.023943506877384876 -0.00033492605256885366 -0.00047008384059592971 0.030009295434955841 -0.0058557766834271691 -0.058826224650473595 leaf_weight=1.3197414174210269 1.2365521141327942 4.7464279465202699 1.7732658505119605 2.3145779353799325 1.8431298185896619 0.69055813108571129 2.3482315987348557 19.518292982196726 1.7919021603302097 11.852532773744313 1.1591870310949155 1.8181781936727928 4.8462662333622593 1.9347708236891774 2.9475954892113894 42.692572848347481 4.656255241483449 2.8377374289557329 3.1785040916874996 3.3659295192919663 3.8115964606404305 3.0669169100001454 1.7590535779017926 0.87747725474764493 12.518704245681874 351.6358899007646 6.5752327263762753 2.6342678544751825 3.332668154500424 10.531390960502904 leaf_count=29 39 72 61 75 37 24 43 208 20 182 24 78 43 14 25 788 19 12 36 33 16 15 72 80 171 5257 138 35 26 328 internal_value=-2.38003e-05 0.00499992 0.00313553 0.00462668 -0.00184342 0.00250591 0.00554757 0.0122209 -0.0104594 0.00749893 0.0154495 -0.0268323 -0.00541623 -0.028304 -0.000658967 -0.000540599 0.00896319 0.00179078 -0.0058755 0.00359595 0.0146472 -8.90231e-05 -0.00106493 0.0124162 0.0189327 -0.00155441 -0.00807471 -0.0244035 -0.0314164 -0.0460931 internal_weight=515.615 57.8739 53.1274 51.3542 27.7294 25.8863 24.6497 23.6248 4.10648 23.9592 14.8299 2.97737 9.12927 4.283 457.742 456.422 23.8645 19.2083 16.3705 13.192 9.82611 6.01451 432.557 15.1552 13.3962 417.402 65.7661 23.0736 20.4393 13.8641 internal_count=8000 920 848 787 484 447 408 303 95 384 284 102 100 57 7080 7051 156 137 125 89 56 40 6895 323 251 6572 1315 527 492 354 is_linear=0 shrinkage=0.05 Tree=330 num_leaves=31 num_cat=0 split_feature=31 5 207 241 241 33 11 11 32 38 32 118 10 14 5 14 9 595 239 9 594 32 158 36 23 7 189 107 76 10 split_gain=0.653015 1.6746 2.71827 1.48013 1.21716 3.41525 1.72266 0.986543 1.7545 1.44903 2.1247 1.91412 1.43878 3.01397 3.65949 1.31629 1.57235 1.02515 1.69899 1.99584 1.10616 1.13732 2.31572 2.16587 2.13323 1.49443 1.20808 1.19277 4.19047 3.17401 threshold=0.20024914172550759 112275.00000000001 1.0000000180025095e-35 55729.875000000007 78150.000000000015 0.32410123718131906 -610.49999999999989 -178.49999999999997 0.25477864079138984 0.012950000000000001 0.71282218250275997 1.0000000180025095e-35 -8859.4999999999982 22.500000000000004 89550.000000000015 10.500000000000002 0.0098314999999999514 -28.499999999999996 0.32592196026197895 0.019967499999999954 -39.499999999999993 0.071899890026603006 1.0000000180025095e-35 0.99275000000000013 2.5000000000000004 26608.500000000004 1.0000000180025095e-35 4.5000000000000009 0.054250000000000007 -12648.499999999998 decision_type=8 2 2 2 2 8 8 10 8 8 10 2 2 10 2 10 2 10 10 2 10 10 2 8 2 2 2 10 8 2 left_child=1 2 -1 -3 5 -5 -6 12 -9 -10 11 -11 17 14 -14 16 -13 20 19 -19 21 22 23 24 -2 -25 27 -23 -29 -30 right_child=7 3 -4 4 6 -7 -8 8 9 10 -12 15 13 -15 -16 -17 -18 18 -20 -21 -22 26 -24 25 -26 -27 -28 28 29 -31 leaf_value=-0.06520632382396975 -0.054484571764617178 0.031283884428991597 0.014908050798290915 0.023031103422171875 0.024126012451676601 -0.051495786637069267 -0.014796557306189144 0.034400906953609936 0.032048462128701188 -0.057892148210387719 0.038772899592246883 0.031456760043548818 0.02230850847240308 0.044954028961391605 -0.051879446880857633 0.038124363886243698 -0.058875390361442605 -0.039759731438170513 0.059192291238524555 0.029878698543142537 -0.043824593493322468 -0.0022765252485457115 -0.033953132122410974 0.032302014719125291 0.018356315681495237 -0.0039754857719757428 0.027411202615182047 -0.056779408851517166 0.018303360177413956 -0.021878888497455052 leaf_weight=1.9705992294475461 1.9463631662947651 7.0413379236124483 2.2882665181532502 3.1035744841210571 9.8187407937366498 3.0458581056445837 4.0011577161494634 5.5668487336952213 2.5582355295045991 2.5695951250381777 1.650319655658677 0.76225502754096019 2.2894215506967139 1.5215489789843548 6.0677257019560784 1.3290360404644159 1.3089770663063971 1.7014190757181484 1.8928169775754211 2.6029642830253579 1.4863834621355625 385.38245089976044 2.6243156949058166 12.565155451884495 2.0785441752523184 3.6674216380342832 3.6571314278990021 2.4027866049436843 28.970253171864897 5.9185256410855791 leaf_count=36 41 41 15 17 69 39 35 35 31 84 21 11 25 7 135 9 44 37 5 30 73 6398 30 64 16 27 36 95 397 97 internal_value=-2.37998e-05 0.00697842 -0.0221613 0.011573 0.00462277 -0.0138826 0.0128571 -0.000477576 0.0118322 -0.000511278 -0.0114422 -0.0253237 -0.000892808 -0.0197715 -0.0315558 -0.000711652 -0.0256313 -0.000484626 0.019713 0.0023523 -0.000762347 -0.00061986 0.0102398 0.0159649 -0.0168681 0.0241058 -0.00120271 -0.00145029 0.00708829 0.0114869 internal_weight=513.79 31.2695 4.25887 27.0107 19.9693 6.14943 13.8199 482.52 15.7453 10.1784 7.62018 5.96986 466.775 9.8787 8.35715 3.40027 2.07123 456.897 6.1972 4.30438 450.699 449.213 22.8818 20.2575 4.02491 16.2326 426.331 422.674 37.2916 34.8888 internal_count=8000 252 51 201 160 56 104 7748 235 200 169 148 7513 167 160 64 55 7346 72 67 7274 7201 178 148 57 91 7023 6987 589 494 is_linear=0 shrinkage=0.05 Tree=331 num_leaves=31 num_cat=0 split_feature=135 185 27 5 6 64 22 239 32 239 32 32 24 33 0 0 12 5 240 7 0 0 169 7 11 50 33 81 6 31 split_gain=0.648923 1.47581 2.22381 2.03391 2.80261 2.11136 1.79631 2.03647 2.24612 2.19198 2.25633 3.27778 2.0296 1.39939 1.39582 1.38885 1.98148 1.97935 1.19753 1.52081 1.03573 3.22183 2.86862 2.58143 3.7732 4.35216 4.13039 3.40238 4.20932 4.23189 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 106875.00000000001 179932.50000000003 0.98685000000000012 2.5000000000000004 0.20069198783628328 0.71932195091684759 0.19596100291555049 0.23201091826774928 0.39625962931420383 15.500000000000002 0.11392442368259932 108178.50000000001 108587.50000000001 -3016.4999999999995 134550.00000000003 0.41682110205090195 13511.250000000002 104195.50000000001 104346.00000000001 1.0000000180025095e-35 21912.750000000004 -3925.9999999999995 0.98135000000000006 0.15616460085750158 -1255.4999999999998 519097.50000000006 0.6753850321909679 decision_type=2 2 2 2 2 10 2 10 10 10 8 10 2 8 2 2 2 2 2 2 2 2 2 2 10 10 8 2 2 10 left_child=1 2 3 4 -1 13 7 9 -9 10 -5 14 15 -6 -12 16 17 -13 -8 -20 22 -22 -2 24 25 26 -23 28 29 -25 right_child=20 -3 -4 6 5 -7 18 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.022943900268598199 0.0030678426437946524 0.044144625138092398 -0.060570936923101795 0.029600047782553401 0.0085660246027381062 0.031760635329868295 0.033640749315079287 -0.058402807922550086 0.037566604310116748 0.057123862981699108 -0.062372059166617734 0.01803391090979203 -0.056490132746742562 -0.054386525037965427 -0.0045847092296856474 0.03024226486414551 0.020730886579958061 -0.049697578033067374 0.029532573482540556 -0.037260612436323511 -0.054142103126510188 0.02023011102093801 -0.059911279074761008 -0.063101334694220523 -0.0033116217867212813 0.0088695236614072769 -0.051734662621900178 0.0054707167832513818 -0.0034266907948250825 0.034468846209650482 leaf_weight=3.3506504793476761 169.07200957417081 2.2974656908772877 1.3321273818728503 6.3596616024151507 1.0657771825790403 1.0938686633016912 9.8917062694381439 2.4455465243081558 0.81216625869274128 2.0446175611577919 2.9473012806847718 1.7185541853541515 1.2082495673057554 5.1413240776164457 1.6189892071997745 5.7630265209591007 5.1040742906625391 2.8968811226077378 1.8889739745063701 1.5527396239340303 2.9929649740224695 2.3480088550131777 1.8276345985359501 6.0359416039646012 79.753069441707339 6.1262369567120905 13.218602483808354 135.64313176762516 33.16452934562767 1.3621111913089405 leaf_count=47 2500 14 42 36 6 14 63 106 20 5 46 28 70 142 21 60 57 98 20 27 84 14 69 184 1149 142 457 1675 775 29 internal_value=-2.26417e-05 0.00483863 0.00328798 0.00478292 -0.0149151 -0.0322899 0.00931924 0.00304819 -0.0344771 0.0071696 0.00347121 -0.00434598 0.00592357 -0.0435774 -0.0418834 0.0107943 -0.000737047 -0.0244778 0.0248019 -0.000601377 -0.000674341 -0.00254302 0.00239433 -0.00198681 -0.00834075 -0.0268302 -0.0408798 0.00167131 -0.0110341 -0.045137 internal_weight=512.078 60.5337 58.2362 56.9041 10.6516 7.30097 46.2525 32.9191 3.25771 29.6614 27.6167 21.2571 16.6908 6.2071 4.56629 15.4825 9.71951 4.61544 13.3334 3.44171 451.544 280.645 170.9 277.652 101.446 21.6928 15.5666 176.206 40.5626 7.39805 internal_count=8000 922 908 866 209 162 657 547 126 421 416 380 313 148 67 243 183 126 110 47 7078 4509 2569 4425 1762 613 471 2663 988 213 is_linear=0 shrinkage=0.05 Tree=332 num_leaves=31 num_cat=0 split_feature=238 48 43 671 13 6 6 14 107 13 76 76 13 81 43 6 207 24 7 31 240 0 9 22 33 240 43 59 13 241 split_gain=0.64138 0.823163 0.964005 0.705271 0.728072 1.76914 3.48074 1.5617 1.36807 1.30764 2.02212 1.27029 1.19562 1.13198 1.50782 1.09103 3.31303 2.85769 2.95874 3.35147 3.85595 3.18832 3.32052 4.49459 3.79229 3.66212 3.10139 2.80458 2.77975 2.75717 threshold=1.0000000180025095e-35 0.016300000000000005 0.018450000000000005 8398.4850000000024 -4843.4999999999991 485770.50000000006 1114920.0000000002 3.5000000000000004 2.5000000000000004 -4929.9999999999991 0.17655000000000001 0.0079500000000000022 -4780.9999999999991 -1486.4999999999998 1.0000000180025095e-35 519097.50000000006 1.0000000180025095e-35 17.500000000000004 23294.250000000004 0.11564925419722447 0.21658280940586913 101564.50000000001 0.0070670000000000012 2.5000000000000004 0.53975857851166265 0.51216954690392569 0.058350000000000006 0.090150000000000022 -4492.4999999999991 58050.000000000007 decision_type=2 10 8 10 2 2 2 8 10 2 8 8 2 2 8 2 2 2 2 8 2 2 2 2 8 2 8 10 2 2 left_child=3 2 -2 4 5 8 7 -7 9 10 -1 -10 -6 -8 -15 17 29 18 -14 -20 -21 26 -23 24 -24 -26 -22 28 -18 -17 right_child=1 -3 -4 -5 12 6 13 -9 11 -11 -12 -13 15 14 -16 16 27 -19 19 20 21 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.055994065227223992 0.03344194706998152 0.046803702761784374 -0.035143797273539411 0.023409038926822535 -0.039632436021856343 0.030122600176166633 0.047609638758267653 -0.052886627035861528 0.047471479443350409 0.039258862733928701 0.021270639410066502 -0.056464984201467852 0.00057684233498566273 0.052724066632110225 -0.055150224387318939 0.012420669079279169 0.025593562891188498 -0.04939788322631395 0.037035544528357153 -0.071316146166033711 0.018309245687343236 0.024011537269737291 -0.02870843027693646 -0.061104808989229736 0.016076317971335644 -0.056643960682918798 -0.074446864298936724 0.016436065951112404 -0.028337533472544418 2.6538355989320181e-05 leaf_weight=1.0456078463466827 1.0342637985013423 1.6641273363493381 1.0152409374713895 3.1500388892600304 1.9668495410769526 0.66911074286326666 2.2766451232309923 3.6987572328362148 0.41179018281400082 6.904915374354462 4.4538537649787031 1.0274669168866239 194.29303105833969 0.55366970424074646 0.78068243933375936 67.519403106576647 2.7111615781905192 3.2559673958166959 3.1531432680785647 2.9745362282556007 1.2037657154723991 6.7546681201201855 12.106122910336127 4.4680204308824605 15.248088301144891 1.9529974315082643 3.5851470685447566 6.0170236825069869 20.124631009661243 133.77514986011374 leaf_count=57 11 9 34 29 100 14 28 211 2 44 80 63 2763 4 42 802 36 137 14 60 16 77 185 75 168 104 78 82 351 2324 internal_value=-2.3943e-05 0.0206794 -0.000532629 -0.000175864 -0.000323585 0.0086089 -0.0101433 -0.0401705 0.0194169 0.0247709 0.00658037 -0.0267274 -0.00072875 0.0261776 -0.0103894 -0.000569053 0.00191264 -0.00286289 -0.00224631 -0.0129083 -0.0161692 -0.0125495 -0.00799084 -0.014391 -0.00726921 0.00781972 -0.0511312 -0.0139327 -0.0219346 0.00418385 internal_weight=509.796 3.71363 2.0495 506.082 502.932 21.8225 7.97887 4.36787 13.8436 12.4044 5.49946 1.43926 481.11 3.611 1.33435 479.143 230.147 248.995 245.74 51.4465 48.2933 45.3188 40.5299 33.7752 29.3072 17.2011 4.78891 28.8528 22.8358 201.295 internal_count=8000 54 45 7946 7917 545 299 225 246 181 137 65 7372 74 46 7272 3595 3677 3540 777 763 703 609 532 457 272 94 469 387 3126 is_linear=0 shrinkage=0.05 Tree=333 num_leaves=31 num_cat=0 split_feature=150 32 11 240 242 12 28 7 32 7 239 11 7 243 12 33 243 0 106 243 123 243 77 162 45 5 12 7 0 0 split_gain=0.663539 3.08026 1.58381 1.87302 2.04762 1.43809 1.03806 1.39704 2.08751 1.86519 0.935799 3.16995 1.83266 2.27225 2.45901 2.73588 2.17611 2.56055 2.43455 2.37138 4.01327 2.75782 3.91062 1.9837 2.10135 2.70416 1.95801 1.91432 1.88803 1.90942 threshold=1.0000000180025095e-35 0.44940187957095928 -205.49999999999997 0.13336920447588854 0.093324285714285707 -6789.9999999999991 1.0000000180025095e-35 34974.000000000007 0.16458039242710698 16398.000000000004 0.19739043627268146 -3218.9999999999995 55989.000000000007 0.061348164956590311 -4570.4999999999991 0.43561987392395524 0.054247454345486203 107028.00000000001 1.0000000180025095e-35 0.048168154869436659 1.0000000180025095e-35 0.029385197706053256 13.500000000000002 1.0000000180025095e-35 0.088450000000000015 116100.00000000001 -10135.499999999998 13727.250000000002 103004.00000000001 103515.50000000001 decision_type=2 10 10 2 2 2 2 2 10 2 10 8 2 2 2 8 2 2 10 2 2 2 10 2 10 2 2 2 2 2 left_child=10 6 3 -3 5 -5 7 8 -2 -10 11 -1 13 16 -15 -16 17 19 26 21 -21 28 -23 24 25 -18 -19 -28 -12 -30 right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 12 -13 -14 14 15 -17 23 18 -20 20 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.057996628817199539 0.033422764292624578 0.035912134423656837 0.045580963776225975 0.03502917396440109 -0.055393164913526853 -0.053110845552410128 0.045370701133377794 0.032748740992512675 0.020844629203329884 -0.058717278095459617 -0.056499086832079486 -0.0010799734306704465 0.036502420481498203 -0.058828295587847634 0.022266283314928123 -0.035398446699078386 0.02071192919268728 -0.057849152710448853 -0.042552840708331235 -0.058100935953255474 0.016277347289545493 -0.047461000802736492 0.058378980630252535 0.053281684101994624 0.044072159526952009 -0.061531877735544152 -0.031973497663113755 0.02230501158236551 0.052773307572327677 -0.017525326029353371 leaf_weight=2.4614869845972862 2.2546868443023431 1.1063177556789012 0.92232872592285087 1.3855827199586204 4.0677632293954957 0.69487460638629261 3.6424149684607974 5.2934117156546563 1.1638893848285081 2.0066838452476077 0.90740169858327391 397.1686788961415 4.2079623937897841 2.8068129200764806 4.4049298660829637 3.8588284945435598 2.4643105538561922 0.86047740803042572 1.8706197792780574 2.1085176727137851 12.967426265357062 9.0558877260482369 0.96582237817347127 4.2224747530126479 2.6946820062585175 1.6813877486274575 1.7372956150211418 25.002105309351464 2.31476106424816 1.6576697742566464 leaf_count=125 14 27 8 24 279 74 12 38 16 41 51 5626 73 153 51 132 32 45 80 85 137 351 2 17 18 47 57 302 9 74 internal_value=-2.39912e-05 0.0083627 -0.0161339 -0.0239802 -0.0347573 0.00559033 0.0223105 0.0144742 -0.00335621 -0.0295108 -0.000413384 -0.00143055 0.00432483 0.00266512 -0.0183943 -0.00466073 0.00597155 0.00218235 0.0126481 -0.00810643 0.00587482 -0.0222513 -0.0372609 0.0263334 0.0096986 -0.012644 0.0163895 0.0187785 0.00857387 0.0234381 internal_weight=507.957 22.538 8.17687 7.25454 6.14822 2.08046 14.3611 10.7187 5.42526 3.17057 485.42 399.63 85.7894 81.5814 11.0706 8.26376 70.5108 59.448 29.4705 29.9775 15.0759 14.9015 10.0217 11.0629 6.84038 4.1457 27.5999 26.7394 4.87983 3.97243 internal_count=8000 533 412 404 377 98 121 109 71 57 7467 5751 1716 1643 336 183 1307 1193 484 709 222 487 353 114 97 79 404 359 134 83 is_linear=0 shrinkage=0.05 Tree=334 num_leaves=31 num_cat=0 split_feature=78 61 48 47 73 81 242 6 33 107 240 6 37 9 9 159 11 83 33 12 105 77 151 33 164 24 81 162 243 59 split_gain=0.670236 0.88404 1.04777 1.21957 2.26259 1.4659 1.17193 2.38937 1.49571 1.41196 1.31406 1.22114 1.08976 0.926935 2.46871 1.3393 0.995693 1.07842 0.984124 2.63005 0.969904 0.966533 0.846834 1.91772 2.21993 1.32454 2.06342 1.1448 3.1291 5.25709 threshold=1.0000000180025095e-35 0.058750000000000004 0.15075000000000002 0.026950000000000005 0.070550000000000015 -248.49999999999997 0.20544000000000004 450173.25000000006 0.38165074339682686 1.0000000180025095e-35 0.071530904625460454 613543.50000000012 0.77220000000000011 0.018421500000000004 0.0098314999999999514 1.0000000180025095e-35 -2301.4999999999995 1.0000000180025095e-35 0.37825236717528976 -5425.9999999999991 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.55583709744822496 1.0000000180025095e-35 10.500000000000002 -598.49999999999989 1.0000000180025095e-35 0.045050865919936109 0.055550000000000009 decision_type=10 10 10 10 10 2 2 2 10 10 2 2 10 2 2 2 10 2 8 2 8 10 2 8 2 2 2 2 2 8 left_child=22 2 3 4 6 -6 12 -8 9 11 -10 -9 13 14 21 -16 18 -18 -15 -20 -19 -2 27 25 -25 -24 -27 -1 29 -29 right_child=1 -3 -4 -5 5 -7 7 8 10 -11 -12 -13 -14 16 15 -17 17 20 19 -21 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=-0.0022876146460114807 0.029111405867179266 -0.035697331846517848 0.029587042227118977 0.033726344870997696 -0.059370229708032879 0.0015461500336367358 -0.061903805382506998 0.022281666075577602 0.04050841651797827 0.032631640898276124 -0.056088872847222949 -0.036834483929902934 0.048435841817051913 0.046824754877685983 -0.060083790669746055 0.0021183002638856725 -0.028296076724441694 0.020607163289631077 -0.055708156240343011 0.028778247655549635 -0.01619579581149851 -0.018778247226765063 0.037956954082049264 -0.058292013849658403 0.023247980552978446 0.02561243384188442 -0.042281784172322825 0.025925134603145741 0.0094343446838653089 -0.033069747489238605 leaf_weight=354.12010791703142 3.9329467491479608 1.2962420865078446 4.363731218094471 3.2414191024145103 2.3445360461482778 1.7063667599140888 1.7652352359727945 1.5553736910223945 0.44619108363986049 3.9137228154577315 1.668936291036516 1.992806104943156 1.7654968330753025 3.4776353293564126 2.3129232765641063 1.3827324837111521 2.1354277844657199 6.9228362129069874 1.121900988044217 5.1478609854821125 2.4146139404620053 1.439119356422452 5.7794219260103965 1.8528506779694007 1.5190497535513714 3.3381870246957979 1.6834340996574617 5.5182594874349915 63.732558156800224 11.96192106050148 leaf_count=5727 52 45 55 38 89 34 46 12 7 32 98 33 22 18 59 22 36 63 45 51 29 34 40 84 20 40 31 94 661 383 internal_value=-2.37594e-05 0.00511667 0.00607767 0.00405375 0.00202661 -0.0337103 0.00536258 -0.0084503 0.00140224 0.0119224 -0.0357114 -0.0109204 0.0102503 0.00802448 -0.00535644 -0.0368108 0.0137423 0.00375923 0.0254926 0.0136604 0.0110901 0.0162823 -0.000668141 0.0113595 -0.021558 0.0216359 0.00285177 -0.00105972 0.00429439 -0.0144459 internal_weight=505.854 56.3481 55.0518 50.6881 47.4467 4.0509 43.3958 11.3423 9.57703 7.4619 2.11513 3.54818 32.0535 30.288 9.06772 3.69566 21.2203 11.4729 9.7474 6.26976 9.33745 5.37207 449.506 14.1729 3.3719 10.801 5.02162 435.333 81.2127 17.4802 internal_count=8000 920 875 820 782 123 659 228 182 77 105 45 431 409 167 81 242 128 114 96 92 86 7080 215 104 111 71 6865 1138 477 is_linear=0 shrinkage=0.05 Tree=335 num_leaves=31 num_cat=0 split_feature=242 0 240 242 242 107 59 10 45 98 34 14 10 43 74 46 59 52 24 81 77 241 243 0 12 31 12 33 107 61 split_gain=0.640559 1.69725 1.35584 1.97838 1.17052 0.766252 0.753503 1.43557 1.37477 1.42898 1.34255 1.75056 1.77651 1.22791 1.1915 1.04998 1.31595 1.03704 2.20317 1.01874 2.45681 2.37411 2.06616 1.2015 3.11348 3.55579 2.12156 2.18819 3.18578 2.38216 threshold=0.049040028490028455 108098.50000000001 1.1491610687661209 0.037160000000000006 0.050087500000000007 1.5000000000000002 0.24195000000000003 -22540.999999999996 0.20600000000000004 1.0000000180025095e-35 0.22390000000000002 3.5000000000000004 -13829.499999999998 0.18080000000000004 0.014550000000000002 0.027650000000000004 0.12280000000000001 0.014 10.500000000000002 -2425.9999999999995 1.0000000180025095e-35 66999.750000000015 0.052356920876085206 110815.50000000001 -1804.4999999999998 0.21830832302890071 -2387.4999999999995 0.42854052718861196 3.5000000000000004 0.0026500000000000004 decision_type=2 2 2 2 2 10 10 2 10 2 8 10 2 10 10 8 10 8 2 2 8 2 2 2 2 8 2 8 8 10 left_child=1 2 -1 5 -2 -4 8 -8 14 -10 -9 12 -12 -14 19 17 -17 -16 -19 20 21 -6 -22 -21 26 -26 27 -25 29 -29 right_child=4 -3 3 -5 6 -7 7 10 9 -11 11 -13 13 -15 15 16 -18 18 -20 23 22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.043364038263399851 -0.044452955659104676 -0.037103182383514538 -0.0030970221277393066 -0.051241511502987641 -0.032844294193825098 0.041389023375588661 -0.056666945690910464 0.036603192955151166 -0.054652795851055064 0.053173294207633663 0.022714599080907727 -0.039256915222602974 -0.057944620443650396 0.010178478479456354 0.042063827736979774 -0.041236868495170352 0.028679757838755995 0.033104984358998175 -0.057945387135331788 -0.001916838651288142 -0.050919954408325876 0.032651433502653822 0.0094319596535469667 0.024589566952489299 0.035288066125309298 -0.051960413116272787 0.044492740776458005 -0.058752196883467757 0.017145238738455387 0.018628441602712275 leaf_weight=3.7573862882563827 1.4952531050657842 1.4914512193063263 1.7649709020042794 1.2374214883893726 1.5958166773270956 2.1436064236913808 0.78119993128348397 4.3908793283626464 2.0308785001834617 0.36204445362091053 8.990584705607036 1.9337924162391562 1.3234548170585143 1.3224610796896739 4.3493701822153499 1.5034164923708897 1.2184386549051849 2.0833148550591436 0.9754828541772439 411.07242576591307 2.4227255020487055 10.404991052928379 3.4201415960560553 10.621261800406502 1.6659512401092786 3.9052113367943093 5.0257937542628524 3.5484781290579095 6.0191026807879107 1.3819357696629593 leaf_count=32 47 46 24 40 86 21 37 40 130 1 132 71 52 24 40 42 19 26 44 6219 140 133 88 88 9 96 24 149 77 23 internal_value=-2.28423e-05 0.0122605 0.0205297 0.00385703 -0.000281392 0.0213007 -0.000147244 0.00968545 -0.000536361 -0.0383389 0.0125714 0.0047955 0.0121163 -0.0238959 -0.000344391 0.0166182 -0.00993869 0.0263756 0.00406806 -0.00071706 0.0109965 0.0239421 -0.0155928 -0.00118862 0.00811735 -0.0258704 0.0152367 0.00842035 -0.00726412 -0.0370633 internal_weight=504.239 10.3948 8.90339 5.146 493.844 3.90858 492.349 18.7424 473.607 2.39292 17.9612 13.5703 11.6365 2.64592 471.214 10.13 2.72186 7.40817 3.0588 461.084 17.8437 12.0008 5.84287 443.24 32.1677 5.57116 26.5966 21.5708 10.9495 4.93041 internal_count=8000 163 117 85 7837 45 7790 356 7434 131 319 279 208 76 7303 171 61 110 70 7132 447 219 228 6685 466 105 361 337 249 172 is_linear=0 shrinkage=0.05 Tree=336 num_leaves=31 num_cat=0 split_feature=150 32 11 240 242 12 29 8 7 1 24 241 46 32 81 135 13 6 45 32 12 158 76 107 11 5 240 7 158 76 split_gain=0.642777 2.84774 1.51935 1.74085 1.92717 1.33563 1.04321 1.83034 1.18918 0.903123 2.47772 2.21155 3.63975 4.28774 2.43927 2.94641 2.19329 2.12004 3.37215 2.07449 2.7086 4.33836 3.78592 4.85627 3.63312 3.18788 3.0245 3.80827 3.09872 2.73933 threshold=1.0000000180025095e-35 0.44940187957095928 -205.49999999999997 0.13336920447588854 0.093324285714285707 -6789.9999999999991 1.0000000180025095e-35 537750.00000000012 43650.000000000007 1.0000000180025095e-35 10.500000000000002 132525.00000000003 0.004000000000000001 0.18773209390267723 -727.49999999999989 1.0000000180025095e-35 -111.49999999999999 181008.00000000003 0.089650000000000021 0.37473247248624891 -2348.4999999999995 1.0000000180025095e-35 0.06455000000000001 2.5000000000000004 -813.49999999999989 84825.000000000015 0.45467983147066243 40324.500000000007 1.0000000180025095e-35 0.062450000000000006 decision_type=2 10 10 2 2 2 2 10 2 2 2 2 8 8 2 2 2 2 8 8 2 2 8 10 10 2 2 2 2 8 left_child=9 6 3 -3 5 -5 7 -2 -9 10 17 16 -13 -14 15 -15 19 18 -1 20 22 29 -11 25 -25 -24 27 -27 -28 -22 right_child=1 2 -4 4 -6 -7 -8 8 -10 11 -12 12 13 14 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 28 -29 -30 -31 leaf_value=0.02626645151686537 0.028160053818076566 0.034807477802933334 0.045123755950773052 0.034119125138551636 -0.055124671062735144 -0.052951047977031845 0.035610621921737882 -0.054682306706743546 0.012166908556445373 0.011082177062352825 -0.0024937970243700761 0.010647520462001082 0.017768275467434157 0.0295407828265783 -0.051179696756002271 -0.03091524842584048 -0.040327247769307822 0.011122922861045185 -0.061377736012726038 0.0031842272448558855 -0.034110908922709016 -0.062058414294154721 -0.004828539889790197 0.016828182608945023 -0.053498802723736805 -0.067433983515479481 -0.038359244017998374 0.010158241694320398 0.038583645295537497 0.018090403888322754 leaf_weight=1.9042621434200544 4.4091529381112213 1.0721213016076951 0.90502118621952643 1.3363624977937432 3.8576871938712429 0.65696252445923153 6.9456633324734867 1.4599960718769582 1.2221616269089279 12.146138914162291 112.17953926809423 11.123122820325078 5.1270062848925617 2.5856913697061854 10.018193814918048 9.1371247001807188 3.404183550621382 73.856565406109439 2.5904518513416406 170.15124242128149 2.8379668439738515 2.1415660460479549 7.3351556070847463 10.529936317645477 2.2243701550178221 11.542760040203577 4.1829212168231598 1.8324027461931098 1.9042357304133473 21.959232709603384 leaf_count=19 41 27 8 24 279 74 36 25 19 160 1641 244 32 33 264 282 64 762 72 3096 53 39 115 113 33 185 61 18 13 168 internal_value=-2.18205e-05 0.00836245 -0.0158006 -0.0237649 -0.0344975 0.00542243 0.0218377 0.00834768 -0.0242216 -0.000403176 0.00227139 -0.00215927 -0.0134055 -0.0233632 -0.0330629 -0.0175805 -0.000465094 0.00909396 -0.0242458 8.03426e-05 -0.00663573 0.00621942 -0.0133343 -0.0208325 0.00456305 -0.0329195 -0.0435067 -0.0568038 -0.0142893 0.0121161 internal_weight=502.579 21.8651 7.82815 6.92313 5.85101 1.99333 14.037 7.09131 2.68216 480.714 190.531 290.183 37.9911 26.868 21.741 11.7228 252.192 78.3513 4.49471 248.788 78.6367 26.9388 51.6979 39.5518 12.7543 26.7975 19.4623 13.3752 6.08716 24.7972 internal_count=8000 533 412 404 377 98 121 85 44 7467 2494 4973 855 611 579 315 4118 853 91 4054 958 260 698 538 146 392 277 203 74 221 is_linear=0 shrinkage=0.05 Tree=337 num_leaves=31 num_cat=0 split_feature=78 241 139 243 243 31 32 241 79 159 31 41 240 43 170 1 33 239 5 13 170 10 242 32 33 242 81 35 32 81 split_gain=0.636361 0.860159 0.904706 2.28252 2.90549 1.67603 3.02574 2.66061 1.64281 1.14178 3.88947 6.15988 3.02874 2.95254 2.32919 3.54211 2.16616 3.9406 2.20545 2.10185 1.83003 4.39069 3.26762 3.17807 3.58657 2.59721 2.68358 3.91191 3.66815 2.5708 threshold=1.0000000180025095e-35 15468.750000000002 1.0000000180025095e-35 0.05120182789417161 0.060429285714285706 0.19507561784403518 0.093418472625969654 179156.25000000003 1.5000000000000002 1.0000000180025095e-35 0.2924168959654963 0.16730000000000003 0.66220310407319316 0.067200000000000024 1.0000000180025095e-35 1.0000000180025095e-35 0.69332585501323363 0.076683011489320121 128328.75000000001 -4540.4999999999991 1.0000000180025095e-35 -12648.499999999998 0.10122239382239381 0.52938261911184969 0.44628740980307047 0.12657323232323234 -515.49999999999989 0.015200000000000002 0.16208962303452537 -116.49999999999999 decision_type=10 2 2 2 2 8 8 2 10 2 10 8 2 10 2 2 8 10 2 2 2 2 2 8 10 2 2 10 8 2 left_child=1 -1 9 8 -5 -6 -7 -8 -4 20 12 -12 13 14 16 -16 -11 18 -18 -14 -3 23 -23 29 -25 -24 27 -27 -28 -22 right_child=-2 2 3 4 5 6 7 -9 -10 10 11 -13 19 -15 15 -17 17 -19 -20 -21 21 22 25 24 -26 26 28 -29 -30 -31 leaf_value=0.02432396469463867 0.0050522902925033393 -0.0023814853506326276 0.029048493455935034 -0.06669799784749017 0.037189336225467044 0.040296159211193422 -0.060643554987856334 0.026415497621386237 -0.015172787461260105 0.018721320236557811 0.01447901091347574 -0.054727502312599964 0.017577127070930731 -0.043866597002578542 0.004966804524934117 -0.056592863314791908 0.021530079815610684 -0.062867473520514638 -0.033358127192047823 -0.05809401392674738 0.027342848875626987 -0.055813003971819021 0.023121761016825875 0.010323292487178707 -0.035616282143748512 0.013431497091900967 0.024738704403237482 -0.065830141408247778 -0.056788434545707568 -0.0084374445477173009 leaf_weight=3.4214716008864334 54.975353710895433 254.2286984860184 11.935588933407418 1.8247256039176125 2.5067691924050424 1.9464117549359805 2.984177092264872 1.2431979388929901 2.5486949111800632 26.827368609665427 4.9349878332868657 9.226747112465091 1.2258768372703341 3.2736149621196082 6.928439691255333 3.5259052889887244 7.2579454036895168 2.4857082822709335 2.447180038492661 3.6497758650220922 33.556234412826598 3.4310328399587915 6.6307478506350916 16.162724491790872 5.7636571219627504 10.277390229166491 1.82989738695323 1.8345729358843517 5.6079083259101026 5.9033587637823066 leaf_count=32 920 4357 141 39 16 10 83 12 42 234 110 291 16 86 53 55 62 68 47 85 230 94 55 240 306 92 11 50 97 66 internal_value=-2.30581e-05 -0.000649475 -0.000842792 0.00839795 -0.00934568 0.00271026 -0.0112894 -0.035041 0.0212672 -0.00139655 -0.00713412 -0.0306109 -0.00136423 0.00212097 0.00516398 -0.0157952 0.0107797 -0.00669679 0.00768983 -0.0390682 -0.000203524 0.00588126 -0.00993214 0.0135094 -0.00175257 -0.00391932 -0.0130909 0.00142591 -0.0367306 0.0219899 internal_weight=500.396 445.421 441.999 24.9896 10.5053 8.68056 6.17379 4.22738 14.4843 417.01 71.7835 14.1617 57.6218 52.7462 49.4725 10.4543 39.0182 12.1908 9.70513 4.87565 345.226 90.9975 29.6115 61.386 21.9264 26.1805 19.5498 12.112 7.43781 39.4596 internal_count=8000 7080 7048 343 160 121 105 95 183 6705 1107 401 706 605 519 108 411 177 109 101 5598 1241 399 842 546 305 250 142 108 296 is_linear=0 shrinkage=0.05 Tree=338 num_leaves=31 num_cat=0 split_feature=242 36 11 6 81 107 242 131 0 81 13 81 40 12 19 81 12 5 242 12 158 12 13 176 5 29 24 6 52 207 split_gain=0.642445 1.66613 1.33483 1.21126 1.79012 1.644 1.06156 0.743569 1.53024 1.57043 2.71695 1.38205 2.70516 1.80927 2.40636 2.32889 1.6697 1.9886 1.38163 1.05644 3.90219 3.5407 3.13868 3.97258 3.12229 3.44364 3.54948 2.93919 2.72418 3.3293 threshold=0.049040028490028455 0.98785000000000012 -3175.4999999999995 336935.25000000006 -283.49999999999994 1.5000000000000002 0.050087500000000007 1.0000000180025095e-35 110597.50000000001 -1555.4999999999998 -4456.4999999999991 -6.4999999999999991 0.071400000000000019 -4391.4999999999991 1.0000000180025095e-35 -42.999999999999993 -2348.4999999999995 154800.00000000003 0.092444832214765113 -2575.4999999999995 1.0000000180025095e-35 -2671.4999999999995 -664.49999999999989 1.0000000180025095e-35 181125.00000000003 1.0000000180025095e-35 8.5000000000000018 934141.50000000012 0.026050000000000004 1.0000000180025095e-35 decision_type=2 8 8 2 2 10 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 left_child=1 2 -1 4 5 -3 -2 19 9 10 -9 13 -13 14 15 18 -15 -18 -11 21 24 -8 23 27 -21 28 -27 -22 -26 -30 right_child=6 3 -4 -5 -6 -7 7 8 -10 11 -12 12 -14 16 -16 -17 17 -19 -20 20 22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.016114108121043566 -0.043132290103293752 -0.066619930831754492 -0.056849040728374822 0.051792115337232242 0.037116797348586812 0.018555722173658661 -0.0018536020738695556 0.04181064138126514 -0.041455201795215599 0.016753493188970604 -0.057802876072085868 0.034449174919175055 -0.062323137629007319 0.041769425047446837 0.03450656148020826 0.043287089873336862 -0.044026729790577354 0.03163274957528462 -0.065044544031009108 0.009182139925467802 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-0.0230819 -0.00028211 -0.000155185 0.00786467 0.0107079 -0.0231802 0.0151994 -0.0170418 0.0199046 -0.00113884 -0.0261533 0.0307194 0.00194476 -0.0473013 -0.000631607 0.00251887 -0.00245705 -0.0173847 -0.0275898 0.00542813 -0.00871777 -0.0390662 -0.0354635 0.00048438 0.00613832 internal_weight=498.065 10.1019 2.51839 7.58351 4.97958 2.26719 487.963 486.522 27.2813 25.7943 3.01863 22.7757 2.90056 19.8751 6.74693 3.96468 13.1282 3.64265 3.03912 459.241 168.475 290.766 21.4852 16.7179 146.99 30.8271 7.17247 15.1381 23.6546 21.2907 internal_count=8000 163 80 83 71 54 7837 7790 469 418 113 305 60 245 122 88 123 64 84 7321 2237 5084 370 332 1867 589 145 323 444 355 is_linear=0 shrinkage=0.05 Tree=339 num_leaves=31 num_cat=0 split_feature=33 0 12 24 243 243 13 228 239 85 193 239 594 107 32 195 11 81 131 168 207 81 17 37 7 32 66 49 13 52 split_gain=0.642403 2.05331 1.72185 2.27804 1.99629 1.56962 1.61283 1.52911 1.55438 3.21482 2.91034 2.35546 2.66326 2.06141 3.18654 2.58334 2.00994 4.11414 1.43118 1.91878 1.81909 2.16141 1.75459 1.84812 2.53265 1.74453 1.4378 2.08727 1.69701 1.57897 threshold=0.32885910741650776 110641.50000000001 -5617.4999999999991 9.5000000000000018 0.05454040816326531 0.079778170966896808 -146.49999999999997 1.0000000180025095e-35 0.28750629053976978 1.0000000180025095e-35 1.0000000180025095e-35 0.31243052703656454 -28.499999999999996 1.0000000180025095e-35 0.18773209390267723 1.0000000180025095e-35 -3881.4999999999995 -116.49999999999999 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1518.4999999999998 1.0000000180025095e-35 0.78580000000000017 36400.500000000007 0.15433961805944044 0.0046500000000000005 0.088450000000000015 -1937.4999999999998 0.0087500000000000026 decision_type=8 2 2 2 2 2 2 2 10 2 2 10 10 10 8 2 8 2 2 2 2 2 2 10 2 10 8 8 2 8 left_child=1 5 -3 -4 -5 6 -1 8 9 10 16 -10 13 -13 -15 -16 17 -2 19 26 21 -20 23 24 25 -23 27 -18 -29 -28 right_child=7 2 3 4 -6 -7 -8 -9 11 -11 -12 12 -14 14 15 -17 18 -19 20 -21 -22 22 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.00076824361265603186 -0.057490174472208125 0.040460400396189575 0.034762160753090535 -0.05056865105876477 0.018932990724954121 -0.031495898904611075 0.034777795520612276 0.038956448532867588 0.029522214568555239 -0.061526427597016646 -0.050725205894372065 0.010188392224321705 0.058334613800929573 0.034743301167051592 -0.055050252240431002 0.01137911539868176 -0.050567327401874966 0.024483103260658036 -0.05664492496800011 -0.048405441649049696 0.037468738977659614 0.014864551495110968 0.035834808345251774 0.038648302747373443 0.028410526865313642 -0.058762908338670594 0.016944324795979664 -0.056751795542760664 0.02817125941972666 -0.0016655280305051473 leaf_weight=109.09519999567419 4.341876285005128 6.3006677342928015 3.5404642857611162 2.3283379738859367 1.857361916452646 3.6419486332451916 3.6010723100043824 2.3673090840456998 9.8589022516680433 2.2802632599923518 3.0306235380994613 10.215380745903536 1.7916169860400248 1.9429765366949112 5.4362028246541749 2.0026911268068943 3.549730483442544 2.3640412660024595 1.3747943966736791 2.1897308496118049 5.2359235717449328 1.0875287540256957 4.1694654453312987 1.9333626287989316 2.0353794548427686 3.0916026561171748 11.88073197606718 0.7975615349132571 2.2416898777009919 280.49911219051501 leaf_count=1015 231 38 18 40 14 110 19 23 130 88 114 266 5 16 401 53 196 33 74 68 45 9 28 23 26 117 180 48 24 4548 internal_value=-2.37987e-05 0.00298983 0.0210615 0.00524176 -0.019728 0.000810934 0.00185498 -0.00109804 -0.00135901 -0.00236214 -0.0019531 0.00930236 -1.76949e-05 -0.00535237 -0.0222738 -0.0371662 -0.0015008 -0.0285921 -0.000933227 -0.00177141 0.0124028 0.00281755 0.00945443 -0.00404505 -0.0173271 -0.039603 -0.00142985 -0.0245276 0.00588572 -0.000909324 internal_weight=496.084 130.365 14.0268 7.72616 4.1857 116.338 112.696 365.718 363.351 332.103 329.823 31.2478 21.3889 19.5973 9.38187 7.43889 326.793 6.70592 320.087 301.159 18.9281 13.6921 12.3173 8.14787 6.21451 4.17913 298.969 6.58898 3.03925 292.38 internal_count=8000 1254 110 72 54 1144 1034 6746 6723 5852 5764 871 741 736 470 454 5650 264 5386 5064 322 277 203 175 152 126 4996 268 72 4728 is_linear=0 shrinkage=0.05 Tree=340 num_leaves=31 num_cat=0 split_feature=625 32 12 31 17 3 10 13 629 43 625 629 239 242 0 107 164 49 49 240 19 38 81 38 243 9 12 14 241 54 split_gain=0.62963 1.91644 1.96631 1.91028 1.64474 2.43427 1.03477 1.58635 1.01427 1.63437 1.0814 1.36368 0.931704 0.841791 1.47518 1.1334 2.62844 0.99029 1.60036 1.83138 1.76221 1.48931 2.08395 1.39471 1.30064 2.85966 2.86678 1.75413 1.35284 1.19601 threshold=11248.222500000002 0.62039098924182789 -4010.4999999999995 0.56366014157286604 1.0000000180025095e-35 1.0000000180025095e-35 -16517.499999999996 -4802.4999999999991 15013.215000000002 0.01685 17255.025000000005 25515.742500000004 0.024746311812298905 0.049040028490028455 108098.50000000001 1.5000000000000002 1.0000000180025095e-35 0.14545000000000002 0.15695000000000003 0.19478712717443938 1.0000000180025095e-35 0.021150000000000006 -1371.4999999999998 0.063600000000000004 0.097404111457354767 0.018717500000000001 -3985.4999999999995 14.500000000000002 14062.500000000002 0.36205000000000004 decision_type=8 10 2 10 2 2 2 2 8 8 8 8 8 2 2 8 2 10 10 2 2 10 2 10 2 2 2 10 2 10 left_child=1 2 3 12 5 -4 7 -3 9 -2 -10 -12 -1 14 15 16 -13 24 -19 23 21 22 -21 -20 29 26 28 -27 -26 -15 right_child=8 6 4 -5 -6 -7 -8 -9 10 -11 11 13 -14 17 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.019805376584657561 0.031534279336981656 0.051710198103553276 -0.046880608806061298 0.033000689953657507 0.040462234960481097 0.024032772639797941 0.034841909630499927 -0.044071113527734532 0.034351028857151009 -0.059660674025253671 -0.046089251035248212 -0.060246055341626803 -0.057375735208461287 -0.00070480742370504848 -0.033702495994215355 0.034080057761154685 0.051417713548057888 0.036474841078480279 0.032859871874210508 0.031952511398136631 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-0.00691403 0.0261336 -0.00737144 -0.000401678 -0.0329969 -0.00023715 -0.000403294 -0.0476036 -0.000243912 0.014609 0.0227749 -0.00856801 -0.000547591 0.00995062 0.00290577 -0.0113671 -0.0011661 -0.0301367 0.0218668 -0.00106336 -0.0146285 0.00218255 -0.0396707 -0.0408015 -0.000513349 internal_weight=493.991 21.1692 12.3029 4.46395 7.83898 4.92035 8.86632 1.82905 472.822 2.37464 470.448 468.199 3.53599 466.571 9.34826 7.99663 2.11975 457.223 21.4113 16.9179 9.65218 7.86015 2.83573 7.26569 435.811 16.9819 10.1608 6.82108 2.80729 418.829 internal_count=8000 425 271 142 129 101 154 75 7575 71 7504 7480 117 7417 153 110 53 7264 450 394 292 195 84 102 6814 639 302 337 171 6175 is_linear=0 shrinkage=0.05 Tree=341 num_leaves=31 num_cat=0 split_feature=633 78 241 23 33 12 12 32 31 241 0 130 14 33 241 76 242 239 239 13 29 11 12 133 54 10 10 14 243 32 split_gain=0.61645 0.65988 0.890999 1.25475 1.28099 1.72105 1.2145 1.43198 1.17644 1.01075 0.891126 1.45003 0.972478 1.27699 1.1215 1.07903 1.4103 2.12605 1.51513 0.951332 0.917816 0.974259 0.841283 2.0554 3.17156 2.61022 4.31567 3.50304 3.00402 3.17317 threshold=-79.499999999999986 1.0000000180025095e-35 137250.00000000003 1.5000000000000002 0.496567359222502 -5329.9999999999991 -5717.4999999999991 0.57818234827696713 0.056106464723230109 114975.00000000001 101564.50000000001 1.0000000180025095e-35 15.500000000000002 0.25601867163629516 59812.500000000007 0.090450000000000016 0.16510454545454548 0.053840708593503407 0.27121399158613485 -1003.4999999999999 1.0000000180025095e-35 -184.49999999999997 -8019.9999999999991 1.0000000180025095e-35 0.18965000000000001 -14727.999999999998 -18236.499999999996 12.500000000000002 0.066820152523262566 0.73165815014071056 decision_type=10 10 2 2 10 2 2 10 8 2 2 2 8 8 2 10 2 10 10 2 2 8 2 2 8 2 2 10 2 10 left_child=1 22 3 -3 9 6 7 -6 -7 10 11 -5 14 -14 -12 16 19 -18 -19 20 21 -15 23 25 -25 26 27 -1 29 -28 right_child=-2 2 -4 4 5 8 -8 -9 -10 -11 12 -13 13 15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.0072533947810534908 0.026332875110308449 -0.03856601232912063 0.018877404791953718 0.014780465066489515 -0.054360155239523603 0.052409209683120683 0.049324965275653533 0.021078592003790714 -0.054758771398440875 -0.029792837895042546 0.0074587572785457766 -0.050348332116217878 0.03463837708188592 -0.028557522517497037 -0.047275730324417259 0.039729010017396829 0.016631705338256739 -0.051966132973232208 0.013311421601591218 0.046199833397602447 0.030602895824493971 0.021009310969444306 -0.0018310041942382058 -0.035584677043952226 0.036588490225558185 0.018756422258155533 -0.054314080822331773 -0.0592904064752586 0.0091544313149683736 0.028924482274663422 leaf_weight=37.819266799007892 2.2085366640239945 1.8207812526961777 9.5960666261962597 1.8858475880697361 1.1398307276540443 0.28294217586517278 1.1428465862991286 1.403775851766113 2.6975719102629228 1.7290751878172148 2.9355115531943765 1.5628679217770696 6.6286154550034579 2.2122558181290515 1.3738855887204406 2.5516688321949905 3.9786010712850821 3.1861309379746672 1.2328959964215753 2.3126285029575282 2.8942935233935714 1.7963423472829161 355.92377717594354 1.8369672101107397 8.882253757212311 15.504767494709084 8.5916308891173667 2.0868742785241912 3.7822339515842023 1.3209833214059461 leaf_count=712 24 52 127 15 73 1 8 48 182 32 33 33 46 36 35 30 41 64 11 10 18 20 5513 69 83 203 286 76 78 41 internal_value=-2.37764e-05 -0.000142544 0.00505161 0.00208806 0.00381161 -0.0163324 0.00651008 -0.0127267 -0.0445852 0.0075133 0.00938023 -0.0147342 0.0120541 0.0155998 -0.00999123 0.00934137 0.00493903 -0.00988236 -0.0337539 0.018445 0.00914648 -0.00634552 -0.000790572 0.00384851 0.0242201 0.000688609 -0.00453774 0.00377352 -0.0287563 -0.0432215 internal_weight=492.322 490.113 54.3644 44.7684 42.9476 6.66697 3.68645 2.54361 2.98051 36.2806 34.5515 3.44872 31.1028 26.7934 4.3094 20.1648 17.6131 8.39763 4.41903 9.21552 6.90289 4.0086 435.749 79.825 10.7192 69.1058 53.601 39.9061 13.6948 9.91261 internal_count=8000 7976 915 788 736 312 129 121 183 424 392 48 344 276 68 230 200 116 75 84 74 56 7061 1548 152 1396 1193 788 405 327 is_linear=0 shrinkage=0.05 Tree=342 num_leaves=31 num_cat=0 split_feature=178 30 13 686 37 705 239 242 170 189 13 13 630 0 128 31 0 9 54 239 7 17 13 43 22 207 240 242 13 13 split_gain=0.60785 1.94662 2.54017 0.704914 1.19589 1.15712 0.784341 1.24298 2.43767 1.01917 0.97496 1.73555 3.67229 2.83522 3.40243 3.82105 2.63278 2.79482 2.63017 2.97493 2.29335 2.55768 2.96524 2.22052 2.20887 1.98357 3.5208 3.78978 3.16554 3.78 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 40873.747500000005 0.76540000000000019 1.5000000000000002 0.013646499317471902 0.15235185185185182 1.0000000180025095e-35 1.0000000180025095e-35 -4711.4999999999991 -4234.4999999999991 8454.9825000000001 100828.50000000001 1.0000000180025095e-35 0.27086218055218064 108816.50000000001 0.018975500000000003 0.25865000000000005 0.082304490144780071 21543.750000000004 1.0000000180025095e-35 -4336.4999999999991 0.047550000000000009 2.5000000000000004 1.0000000180025095e-35 0.53059171036895825 0.090071428571428566 -2826.4999999999995 -2125.4999999999995 decision_type=2 2 2 8 10 8 8 2 2 2 2 2 10 2 2 8 2 2 10 10 2 2 2 8 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 7 8 -7 10 -8 12 13 24 16 -16 17 -15 19 23 -21 22 -22 -17 -12 -13 28 -28 -27 -30 right_child=1 -3 -4 5 -6 6 9 -9 -10 -11 11 25 -14 14 15 18 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.0454263688754942 0.021541572482863591 0.035242702685330508 -0.067115645149258094 0.028841169435605912 0.032821220354451411 -0.048092266691755134 0.0076200280203037284 0.019816157482621569 0.017753251705414273 0.025696554897742602 -0.010863842271063288 0.0011931266093561761 0.032780304951668934 0.034848187574859711 0.02513945409505431 -0.010970654951693366 -0.059506013210750414 -0.030097565345888699 0.016505727194761795 -0.04978913205556957 0.012815141649650042 -0.063273268034539046 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1.91215 1.74052 1.64941 1.59641 4.57384 3.95666 3.88805 2.62133 threshold=1.0000000180025095e-35 0.44940187957095928 0.073700000000000015 -2861.4999999999995 1.5000000000000002 0.14815000000000003 1.0000000180025095e-35 -2423.4999999999995 0.79747630433053007 2.5000000000000004 1.0000000180025095e-35 0.042492082256858556 34687.500000000007 0.20152738145160179 1.0000000180025095e-35 -354.49999999999994 0.0063005000000000014 4.5000000000000009 1.0000000180025095e-35 -1633.4999999999998 4.5000000000000009 0.62962108698199171 0.21579268234998664 23.500000000000004 0.19238191506527844 -6191.4999999999991 1.0000000180025095e-35 0.019394999999999954 20.500000000000004 0.022712500000000004 decision_type=2 10 8 2 10 10 2 2 8 10 2 2 2 10 2 10 2 8 2 2 10 10 8 10 8 10 8 2 8 2 left_child=9 6 -3 4 -4 -6 7 8 -2 23 12 -12 -11 15 19 16 -14 18 22 20 21 -15 -13 25 -16 26 28 -28 -1 -30 right_child=1 2 3 -5 5 -7 -8 -9 -10 10 11 17 13 14 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.043728643215766805 0.012206074961830281 -0.052543833090388542 0.02538988125086325 -0.054623766170114343 -0.054641714547701531 0.046783046714144801 0.040213770051864682 0.033790313964485306 -0.06413115796244688 0.025950791295343386 -0.060997956367549594 0.014464500511736693 0.017883411949084271 -0.030342629946745216 0.023159564431664028 0.02791695584432807 -0.061102357110292528 0.014301665358355928 0.024785759723565712 0.013877114746682809 -0.056373766788139851 0.032350047916149705 -0.059552656768119716 -0.057916926161752362 -0.040410346334845242 0.00019816929166003848 -0.058040928702138707 -0.0078927570960253875 0.0098800798096146478 -0.021089146183673951 leaf_weight=4.7687630911314036 1.7643957552500062 1.8474726016938792 3.1162213024217644 1.0172702373820346 1.0091238031891405 0.35343142459169019 4.6009321087622075 5.4605035859276567 1.6336012592073528 14.55838923784904 3.3233080855206962 1.1228675963357062 1.5221782959997652 2.7437414693122184 1.2731771543622006 1.7428562915883947 4.2275890808086842 8.1297285458713304 1.8536421493045052 52.00566471451021 2.1126483422558522 3.0938893961283611 3.91435537324287 1.3650800354371302 5.1392258172563743 295.74017113452646 7.5440549270715556 8.2180224070034438 34.979884240980027 8.4915265609670296 leaf_count=197 22 203 58 75 73 3 33 39 27 153 98 9 8 69 10 15 79 80 18 661 96 57 85 49 137 4391 262 193 527 273 internal_value=-2.41118e-05 0.0083728 -0.0152686 -0.00273875 0.00904596 -0.0283333 0.0212717 0.0114335 -0.0244934 -0.000397464 0.00355203 -0.0140303 0.00719975 0.00350382 0.00664826 -0.0243491 -0.0401919 -0.00363873 -0.0248045 0.0103313 -0.0128628 0.0028839 -0.0430532 -0.00156515 -0.0277886 -0.00135132 -0.00851116 -0.0318947 -0.000870779 0.00383068 internal_weight=488.674 20.803 7.34352 5.49605 4.47878 1.36256 13.4594 8.8585 3.398 467.871 106.763 18.3439 88.4194 73.861 66.3683 7.49262 5.74977 15.0206 6.89087 59.9559 7.95028 5.83763 5.03722 361.108 6.4124 359.742 64.0023 15.7621 48.2402 43.4714 internal_count=8000 533 412 209 134 76 121 88 49 7467 1575 290 1285 1132 1030 102 87 192 112 883 222 126 94 5892 147 5843 1452 455 997 800 is_linear=0 shrinkage=0.05 Tree=344 num_leaves=31 num_cat=0 split_feature=33 33 13 33 9 7 7 24 24 9 135 185 27 5 6 64 22 239 239 7 12 242 38 11 7 13 63 242 35 50 split_gain=0.601241 1.96168 1.13469 0.990511 0.94541 0.931693 1.42208 0.75595 0.893616 0.735476 0.768281 1.42485 2.0097 1.71458 2.4909 1.7344 1.71234 2.41666 1.91312 1.82501 2.60396 4.03878 1.83051 1.62219 1.68314 1.33803 1.31656 4.41891 2.95144 2.3045 threshold=0.83328601199036678 0.80783375724491269 -942.49999999999989 0.79403880647444935 0.034176500000000005 16877.250000000004 57847.500000000007 2.5000000000000004 3.5000000000000004 0.0013750000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 106875.00000000001 179932.50000000003 0.98685000000000012 2.5000000000000004 0.20069198783628328 0.19596100291555049 25539.750000000004 -1400.9999999999998 0.27839166666666665 0.014350000000000002 -1060.9999999999998 15243.750000000002 -823.49999999999989 0.10065 0.26421388888888891 0.090050000000000005 0.97935000000000005 decision_type=10 10 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 10 10 2 2 2 8 10 2 2 8 2 8 10 left_child=1 3 4 7 -2 -5 -7 -1 -9 -10 11 12 13 14 -11 -16 17 18 19 23 21 22 -21 -15 -25 -26 27 28 29 -12 right_child=2 -3 -4 5 -6 6 -8 8 9 10 26 -13 -14 16 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.03760260692902629 -0.053170941075106386 -0.054000126418185579 0.05090530037154542 0.044868310292426911 0.04547728842074017 -0.053990118616510742 0.05360233972666674 -0.039820690595938013 0.030182374493609304 0.022985816705885311 -0.010423297444562041 0.046183191596307321 -0.059631391765842028 0.031366578260484994 -0.041996852671223051 0.029905551076646504 0.025288266228348035 -0.042757517984724797 0.056261095403538124 0.0079634972113498056 0.023159651289255796 0.036110444934816896 -0.063255048682363646 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-0.000148684 -0.000276061 0.00525331 0.00368432 0.00516973 -0.0137865 -0.0312275 0.00950189 0.00311935 0.00747217 0.00392456 -0.0112594 -0.0281591 -0.049089 0.0155894 -0.00205516 0.00891736 -0.00100901 -0.00674626 -0.00308774 -0.000837424 internal_weight=486.54 483.939 2.60106 482.254 1.04004 3.59434 1.25845 478.659 477.338 475.914 473.924 55.4689 53.421 52.1965 9.70971 6.586 42.4868 30.2546 27.6328 25.7597 11.1917 7.50617 5.66223 14.568 6.87703 5.74634 418.455 80.7077 73.5187 69.9874 internal_count=8000 7932 68 7809 61 92 68 7717 7705 7678 7656 885 872 830 200 154 630 525 405 400 206 168 150 194 108 63 6771 1939 1638 1499 is_linear=0 shrinkage=0.05 Tree=345 num_leaves=31 num_cat=0 split_feature=238 48 5 657 81 77 241 6 36 32 241 81 167 631 9 81 107 0 81 242 241 226 49 32 44 38 42 52 13 50 split_gain=0.6086 0.754288 0.905896 0.638004 0.63289 2.03423 2.0063 1.84659 1.29738 1.16537 1.09181 0.88099 1.69132 2.10894 1.55473 1.00465 1.82277 2.08805 1.18722 2.46761 1.76038 0.937957 2.09757 2.31676 0.953331 1.13777 1.07557 1.40284 1.12074 1.05046 threshold=1.0000000180025095e-35 0.016300000000000005 90144.000000000015 22736.250000000004 -2425.9999999999995 1.0000000180025095e-35 66999.750000000015 546156.00000000012 0.97885000000000011 0.48341594150388195 19237.500000000004 -2223.4999999999995 1.0000000180025095e-35 -2172.4999999999995 0.0086000000000000017 -2137.4999999999995 1.0000000180025095e-35 104017.50000000001 -2036.9999999999998 0.38807500000000006 167458.98375000004 1.0000000180025095e-35 0.17355000000000001 0.31682351084498134 0.24165000000000003 0.065350000000000005 0.38020000000000004 0.12800000000000003 -111.49999999999999 0.98535000000000006 decision_type=2 10 2 10 2 8 2 2 10 10 2 2 2 10 2 2 8 2 2 2 2 2 8 10 10 10 10 10 2 10 left_child=3 2 -2 4 5 6 10 8 -7 -8 -1 12 13 14 -6 16 -13 -18 19 20 -17 24 23 -23 26 -26 -20 28 -28 -27 right_child=1 -3 -4 -5 11 7 9 -9 -10 -11 -12 15 -14 -15 -16 18 17 -19 21 -21 -22 22 -24 -25 25 29 27 -29 -30 -31 leaf_value=0.048021416406114882 0.033342660094332642 0.046536488932052679 -0.034987433295885689 0.033279155180294111 0.003113158686645212 -0.023654647096018291 -0.012359645268098707 -0.057584037975526116 0.032288919185459952 0.035876953824534895 -0.055540664473990004 0.043868434312562932 0.056493457060860987 0.032120119424540614 -0.058038111099081649 -0.061796376074261909 0.022448651133867559 -0.058436637555685844 -0.00013315667041288208 0.045066425892041788 0.024097769137521572 0.010044762018128421 0.021429151704989564 -0.053151111673790608 0.035599100952584686 -0.053838878956914207 -0.055400219357017048 0.036154423600057946 0.045962249345663751 0.012356403921499483 leaf_weight=0.32524062925949948 0.9909901742357754 1.5665373267838729 0.95010652841301635 1.4208516003563989 1.4559880005072035 2.1446006032747382 1.4607014905195672 1.772722257672285 2.0054819481883897 8.7694712559314194 1.1700771986215839 3.5070338858058667 0.68374754628166545 1.2424136194167656 3.6327519799815491 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3.16279 internal_count=8000 54 45 7946 7929 502 252 250 120 159 93 7427 222 220 202 7205 113 84 7092 113 107 6979 257 223 6722 131 6591 187 174 85 is_linear=0 shrinkage=0.05 Tree=346 num_leaves=31 num_cat=0 split_feature=78 625 56 128 628 10 30 9 10 32 9 127 10 31 11 130 10 34 81 9 54 32 240 47 159 7 31 36 10 170 split_gain=0.617509 0.824163 1.31347 1.11384 1.06985 1.06092 2.63197 2.47892 5.35224 2.79115 2.53634 4.64787 2.32678 2.46661 2.67274 2.23915 3.31643 5.2947 1.75801 1.96919 2.02475 1.71433 1.67995 1.57091 1.52981 3.57968 3.49884 5.34472 4.4712 3.26186 threshold=1.0000000180025095e-35 11248.222500000002 0.062500000000000014 1.0000000180025095e-35 7914.6900000000014 -20931.499999999996 1.0000000180025095e-35 0.014870499999999951 -23050.499999999996 0.63962234801116102 0.019394999999999954 1.0000000180025095e-35 -20196.499999999996 0.48292600015448356 -570.49999999999989 1.0000000180025095e-35 -21707.999999999996 0.066500000000000017 -357.49999999999994 0.024887000000000003 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2.46241 1.74741 2.70814 1.61307 4.55521 3.10892 threshold=0.32885910741650776 110641.50000000001 110394.50000000001 -5617.4999999999991 9.5000000000000018 1.0000000180025095e-35 -235.99999999999997 1.0000000180025095e-35 0.079778170966896808 1.0000000180025095e-35 0.031945000000000008 0.038292490886998758 -446.49999999999994 -1692.4999999999998 0.18633590858421498 0.018825500000000002 0.014150000000000001 0.22761260843362832 1.0000000180025095e-35 1.0000000180025095e-35 110084.50000000001 0.15147104206873863 0.37361748862537253 -8303.4999999999982 270022.50000000006 0.06666969696969692 0.092444832214765113 112275.00000000001 0.057650000000000007 0.27174888888888898 decision_type=8 2 2 2 2 2 10 2 2 2 2 2 2 2 10 2 10 10 2 8 2 10 8 2 2 2 2 2 10 2 left_child=1 2 6 -3 -5 -6 7 8 9 10 12 -12 13 17 15 16 22 20 -17 23 25 -20 -15 -19 -25 -1 -27 28 29 -28 right_child=-2 3 -4 4 5 -7 -8 -9 -10 -11 11 -13 -14 14 -16 18 -18 19 21 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.034486431676043768 -0.0011187556678364189 0.039717470368632407 -0.041459120163400046 0.034170705577242076 0.016411731397586067 -0.050757966066599818 0.023111544865886326 0.040399018587788049 -0.043575870491759622 0.032786308918527657 0.022265497620983656 -0.041478570657743505 0.022984076731425298 -0.021858935979776492 0.021656122688132738 0.027466869323491395 0.0022889795408340035 0.014934369973946662 0.0070092664728300617 0.026634435116794648 0.044725132746323823 -0.06405883714642184 -0.0862108792817666 0.015872108245162851 -0.065374516031531091 -0.050918949905830013 -0.078458141065783638 0.0098016199539528986 0.028584668595151571 0.0047514571967046055 leaf_weight=4.5681284079328099 353.98662985357805 6.0251151447882876 2.1580056487582615 3.4182190871797484 1.9538232600316403 2.1407093172892928 7.4915431743720537 3.1395413829013696 2.8090385980904093 3.5467337775044134 1.6716635281918559 5.3185636370326392 6.9274701655376836 1.7309287516400162 3.9711056989617637 3.6202211389318109 2.0376649564132094 1.5818074175040235 2.151496633887291 1.9262360963039107 3.6195813273079684 2.0315730683505535 3.8355695810168982 1.1882244739681453 4.334739797282964 2.2920050309039643 2.9417353705503029 33.351545458077453 3.4775646226480603 1.8152164816856382 leaf_count=27 6746 38 34 18 24 30 66 16 97 23 30 103 41 14 34 18 23 17 11 16 15 34 53 12 85 34 38 266 22 15 internal_value=-2.59979e-05 0.00301803 0.000916038 0.0206467 0.0053523 -0.018706 0.00173706 0.000195719 -0.0010571 0.000162394 -0.00106342 -0.0262346 0.000949701 -0.00094706 -0.0151438 -0.0246286 -0.0478475 0.00355583 -0.00200219 -0.0209937 0.00781404 -0.0275061 -0.0662003 -0.0339066 -0.0478949 0.00505629 0.00199233 0.00490852 -0.0149096 -0.046706 internal_weight=481.062 127.076 113.538 13.5379 7.51275 4.09453 111.38 103.888 100.749 97.9398 94.393 6.99023 87.4028 80.4753 19.3786 15.4075 7.60416 61.0968 7.80329 9.03101 52.0658 4.18307 5.5665 7.10477 5.52296 48.4462 43.8781 41.5861 8.23452 4.75695 internal_count=8000 1254 1144 110 72 54 1110 1044 1028 931 908 133 775 734 187 153 90 547 63 130 417 45 67 114 97 402 375 341 75 53 is_linear=0 shrinkage=0.05 Tree=348 num_leaves=31 num_cat=0 split_feature=1 216 149 160 31 11 164 11 33 33 81 3 33 33 13 170 107 10 0 11 243 72 241 241 162 24 75 241 9 81 split_gain=0.58626 1.7179 1.65401 1.89225 2.89634 1.97382 4.06026 2.84912 2.5985 2.76901 2.57427 2.431 2.57392 3.12296 2.56618 2.34932 3.95069 2.78894 2.5705 2.35678 2.27546 2.2423 2.23762 3.46235 4.00185 2.34144 3.25982 2.94959 3.88886 2.74485 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.32902964457574696 -1660.4999999999998 1.0000000180025095e-35 -1487.4999999999998 0.69332585501323363 0.6887059902469006 -1633.4999999999998 1.0000000180025095e-35 0.14509547980217227 0.64385250953411433 -1721.4999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -13036.499999999998 103605.00000000001 -2390.4999999999995 0.059779340598359806 0.22190000000000001 132525.00000000003 203625.00000000003 1.0000000180025095e-35 11.500000000000002 0.0050500000000000015 72562.500000000015 0.019967499999999954 -1990.4999999999998 decision_type=2 2 2 2 8 8 2 8 10 10 2 2 8 10 2 2 10 2 2 10 2 10 2 2 2 2 8 2 2 2 left_child=1 -1 3 5 -5 6 11 -7 9 22 -8 12 -2 15 20 17 -17 21 -18 -19 -15 -14 25 24 -24 26 -9 28 29 -28 right_child=2 -3 -4 4 -6 7 10 8 -10 -11 -12 -13 13 14 -16 16 18 19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.002570015007139252 0.027269055381209825 -0.047671167215212015 0.042203591189832169 0.018857892638366125 -0.023803495401216443 -0.036910115680932304 -0.022908181011279661 -0.036597889550831465 -0.030337888948562104 0.052499455536053154 0.028443296250571799 0.011012950113852383 -0.046304512447149476 -0.054573380375744475 0.036069695337149779 -0.059674278961829953 0.051486662990905624 0.012056724554083426 -0.011471237199770083 -0.051966578479217977 0.029087452798694843 0.036055384463365252 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2.53402 2.34529 2.38973 4.63063 4.55113 4.04464 3.5319 3.36579 3.17068 threshold=20.500000000000004 5.5000000000000009 0.26535864083007171 0.048398019801980205 0.43020013989626366 -865.49999999999989 18.500000000000004 288933.75000000006 1.0000000180025095e-35 1.0000000180025095e-35 -3433.4999999999995 -1721.4999999999998 -3490.4999999999995 -5329.9999999999991 0.73602743303646023 -4189.4999999999991 188550.00000000003 0.008745499999999953 -4715.9999999999991 0.11564925419722447 0.35314903346497611 0.018421500000000004 0.064063154206348061 -995.49999999999989 -609.49999999999989 0.12065000000000002 3.5000000000000004 1.5000000000000002 -10792.499999999998 555750.00000000012 decision_type=10 8 10 2 10 10 10 2 2 2 2 2 2 2 8 2 2 2 2 10 2 2 10 2 2 10 10 2 2 10 left_child=6 2 -2 -4 -5 -3 8 -8 13 10 -10 12 -6 14 -1 16 17 18 -15 20 -18 -19 23 25 29 28 27 -26 -17 -25 right_child=1 5 3 4 11 -7 7 -9 9 -11 -12 -13 -14 15 -16 22 19 21 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=0.0032197030548597782 0.035075194077419387 -0.064523712470169178 -0.046751898470293471 -0.028487878406931906 0.031193262865637606 0.0076423603696755453 0.02232701073384771 -0.051488628727322842 0.020760908442223502 0.040259639988900975 -0.058201183899038257 0.045157672846445979 -0.020831728310608012 0.023945440570209177 -0.044648400618913328 -0.049768237966079307 0.011992723189485993 -0.060804873391277638 -0.04368971807096441 0.029164624054169808 -0.054267858633493093 -0.023293099334595429 0.0038873221648265742 0.029060091996537786 -0.0015340108873243125 0.016887207682554528 -0.059515111808768499 -0.04598951436740014 0.0082142739909225829 -0.025173265916666372 leaf_weight=157.20267984662496 5.644220657181001 1.2187343966797928 2.1059851381141916 2.0880396180436929 2.8555858229519826 0.83902075001969834 1.2225700042909005 2.2408602823561523 1.8942006331344603 3.6005188294220716 1.1484812604030583 3.2129232767038021 1.7278929931635501 6.4008637334918603 2.5322779331472693 11.025784116078285 4.5162172895215944 6.2025980554317384 3.033638673474341 8.8621955550333933 2.7196943220915273 16.421509332780261 144.7972729898429 15.290598732128275 47.46155611629365 5.5128565117920507 3.7435896050883448 4.9321286334889001 3.2378263059072205 3.2716411008732385 leaf_count=2849 34 35 108 29 34 12 17 54 30 16 40 23 29 62 288 320 70 168 67 131 74 330 2127 128 556 115 74 78 32 70 internal_value=-2.53496e-05 0.00842825 0.0135074 0.00335481 0.0140306 -0.035099 -0.000389404 -0.0254322 -0.00019828 0.0176779 -0.00904388 0.0254179 0.0115807 -0.000463853 0.00246085 -0.00208921 -0.0119172 -0.0230491 0.00219754 0.0102517 -0.012912 -0.0335773 -0.000111219 -0.00623953 -0.00214787 -0.0216945 -0.00930635 -0.00571887 -0.0366063 0.0195013 internal_weight=476.964 19.6924 17.6346 11.9904 9.88444 2.05776 457.272 3.46343 453.808 6.6432 3.04268 7.7964 4.58348 447.165 159.735 287.43 48.1567 32.0586 9.4345 16.0981 7.23591 22.6241 239.273 94.476 74.6995 19.7765 56.1373 52.3937 14.2636 18.5622 internal_count=8000 304 257 223 115 47 7696 71 7625 86 70 86 63 7539 3137 4402 902 627 129 275 144 498 3500 1373 906 467 708 634 352 198 is_linear=0 shrinkage=0.05 Tree=350 num_leaves=31 num_cat=0 split_feature=78 61 48 47 73 81 37 243 243 195 242 7 33 239 240 9 11 239 10 239 239 14 14 242 170 356 14 13 631 12 split_gain=0.601781 0.78391 0.954963 1.08068 1.95315 1.35324 1.00408 1.12169 2.39203 2.31491 1.51432 2.57254 1.38652 1.18111 1.0493 0.935716 1.92342 1.31751 1.20563 0.775087 1.12884 2.87867 1.85808 1.09872 2.9465 1.00634 0.996996 3.24886 2.54386 2.42596 threshold=1.0000000180025095e-35 0.058750000000000004 0.15075000000000002 0.026950000000000005 0.070550000000000015 -248.49999999999997 0.77220000000000011 0.032421276840711506 0.045050865919936109 1.0000000180025095e-35 0.19077500000000003 34974.000000000007 0.32410123718131906 0.048548848301339161 0.15187290888391411 0.025778000000000002 -3472.4999999999995 0.064823721816836211 -10597.499999999998 0.013646499317471902 0.017147931943386405 2.5000000000000004 14.500000000000002 0.15235185185185182 1.0000000180025095e-35 18735.750000000004 4.5000000000000009 -2358.4999999999995 -2444.4999999999995 -2930.9999999999995 decision_type=10 10 10 10 10 2 10 2 2 2 2 2 8 8 2 2 10 10 2 8 8 8 10 2 2 8 8 2 8 2 left_child=19 2 3 4 6 -6 7 -2 9 -9 15 14 -13 -14 -12 16 -10 18 -18 23 21 -21 -23 24 -1 -22 27 28 -27 -29 right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 11 12 13 -15 -16 -17 17 -19 -20 20 25 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.061833690738674299 0.022408453674613762 -0.034801255322471407 0.029353027041416502 0.033023293692531458 -0.058681048791145898 0.0020192352171259234 0.040338987810598255 -0.054425636561231686 -0.047160563821722956 0.028165879844105696 0.0081370330847500942 0.042205921912652371 0.031923715902962162 -0.057586711057672116 -0.057215033090834692 0.025467589487867228 -0.048057901001541392 0.022421482626844676 0.01798476111836517 0.05189099089463553 0.02806767817436831 -0.061186635257697991 0.02592083565756307 0.019090512230932912 0.018460132251795946 0.045467633911066889 -0.00046738581410899361 0.02491575353519945 -0.048047428660157473 -0.025878760485599245 leaf_weight=1.739041045133489 6.4727538419538169 1.2059988933615375 4.0263844775035968 2.9981465772725633 2.132013377908152 1.6127613058924897 1.9367082439712238 3.4256328834799232 1.6239232538937347 1.127691244066227 0.77708087675273363 2.0898894313722853 0.62851180054713007 0.89097642910201114 2.9305969819688471 8.0659860361483862 1.5135193527676167 7.4261167644290254 1.2716602352447859 0.97412441857159038 2.9995402418717276 3.1391892899409872 0.76051493175327767 10.907869033340829 3.3311897709063487 0.8171476551797241 381.43088853587687 6.2700032133434433 6.6086114712234147 3.7604862673324515 leaf_count=66 98 45 55 38 89 34 30 131 61 12 8 13 7 37 68 69 32 80 13 6 37 98 7 153 47 6 6119 114 340 87 internal_value=-2.57342e-05 0.00504152 0.0059846 0.00397944 0.00199706 -0.0325393 0.00521576 0.00343711 -0.000427885 -0.0339707 0.00518348 -0.0142666 0.0157816 -0.0205622 -0.0435181 0.0123347 0.00338425 0.0114225 -0.0179041 -0.000650919 -0.00107525 -0.0249937 -0.0441991 0.0101514 -0.00907989 -0.000785179 -0.00100215 -0.012687 -0.0377568 0.00587261 internal_weight=474.895 52.1564 50.9504 46.924 43.9258 3.74477 40.181 38.2443 31.7716 4.55332 27.2183 7.31706 3.60938 1.51949 3.70768 19.9012 11.8352 10.2113 2.78518 422.739 406.761 4.87383 3.8997 15.9781 5.07023 401.887 398.887 17.4562 7.42576 10.0305 internal_count=8000 920 875 820 782 123 659 629 531 143 388 133 57 44 76 255 186 125 45 7080 6814 111 105 266 113 6703 6666 547 346 201 is_linear=0 shrinkage=0.05 Tree=351 num_leaves=31 num_cat=0 split_feature=150 49 77 32 12 33 10 28 33 12 77 30 243 241 32 207 11 9 24 33 31 13 10 81 79 32 614 33 6 594 split_gain=0.582269 2.3672 2.08287 1.89306 1.61468 0.990813 0.93847 0.922189 1.31609 1.71582 0.793456 2.38783 3.33323 2.24783 2.24585 2.99978 2.19172 2.55545 2.17358 2.32186 3.02094 1.98811 1.80308 1.83573 2.00734 2.0116 1.61137 1.53934 1.46327 1.42604 threshold=1.0000000180025095e-35 0.10985000000000002 3.5000000000000004 0.44664389997845949 -2861.4999999999995 0.29184269380725553 -17793.499999999996 1.0000000180025095e-35 0.33365234483727518 -2516.4999999999995 2.5000000000000004 1.0000000180025095e-35 0.042492082256858556 34687.500000000007 0.20152738145160179 1.0000000180025095e-35 -354.49999999999994 0.0063005000000000014 6.5000000000000009 0.29184269380725553 0.49572018067513152 -4711.4999999999991 -8859.4999999999982 -1633.4999999999998 4.5000000000000009 0.62962108698199171 23.500000000000004 0.19238191506527844 233496.00000000003 -28.499999999999996 decision_type=2 8 8 10 2 10 2 2 8 2 10 2 2 2 10 2 10 2 2 8 10 2 2 2 10 10 10 8 2 10 left_child=10 6 3 7 5 -5 -2 8 -3 -10 26 13 -13 28 16 22 17 -15 -14 -20 21 -21 23 24 25 -16 29 -17 -12 -1 right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 11 12 18 14 15 27 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017161832752512587 0.0095545412354740237 0.047358081688739832 -0.049548523370507282 0.022953363971385358 -0.055418626220372018 -0.032046061186094016 -0.056047068243444353 0.056145752153797739 -0.032676155635773634 0.031393581290331603 -0.02075479222984181 -0.060084439074785362 0.04686134093607406 0.017593946087084023 -0.028988640493516172 0.023128872510091013 0.026960116033223402 -0.059216502123124154 0.018990460282339031 0.034546817552660841 0.031756715274061258 -0.051820918550359807 -0.045434483580441595 0.014799185781165939 -0.055656016805392797 0.031626309600617152 -0.057453314598153143 -0.039306474855599072 0.030883390996233037 0.02444845275357144 leaf_weight=344.06679380768401 0.78048041934380341 3.1990295909345203 1.1663309111900151 3.5014777467586162 1.1843895067577177 1.0688321827474281 1.8082202095247364 2.9248644560575485 1.7751881182193754 2.5403879769146442 1.5409105084836472 3.1275193528490517 1.8879385772161175 1.4835904501378534 2.5507333754212516 1.233941476792096 1.6688481341116119 4.0087733615655452 4.3378882296383354 0.75319328892510284 1.7717850608751176 5.7764622290851557 1.4377739869523853 48.769299039544421 1.9359183650194607 2.953763896759483 1.283181999955558 4.9374001118412707 12.507862312893847 5.2876988330390295 leaf_count=5788 40 14 49 42 78 109 143 7 36 15 51 98 10 8 68 10 15 79 30 9 23 120 26 636 96 57 49 137 102 55 internal_value=-2.56737e-05 0.00833454 0.0149855 0.0196333 -0.00339173 0.010091 -0.0362685 0.0323258 0.0230545 0.00503885 -0.00039358 0.00347193 -0.013261 0.00694625 0.00332949 0.00630877 -0.0232211 -0.0384686 -0.00318059 -0.0106554 -0.0261467 -0.0418584 0.00985559 0.0112698 -0.0118637 0.0035379 -0.00152559 -0.0268227 0.0252196 -0.00132017 internal_weight=473.27 19.9492 17.3605 16.1942 5.7547 4.57031 2.5887 10.4395 7.51461 4.31558 453.321 102.684 17.6548 85.0288 70.98 63.8188 7.16121 5.49236 14.5273 12.6393 8.30144 6.52966 57.6475 56.2097 7.44042 5.5045 350.638 6.17134 14.0488 349.354 internal_count=8000 533 350 301 229 151 183 72 65 51 7467 1575 290 1285 1132 1030 102 87 192 182 152 129 883 857 221 125 5892 147 153 5843 is_linear=0 shrinkage=0.05 Tree=352 num_leaves=31 num_cat=0 split_feature=33 33 13 33 9 7 7 32 37 12 12 5 243 81 33 39 0 242 10 12 107 32 243 152 44 10 6 33 243 63 split_gain=0.582789 1.79548 1.01045 0.993975 0.893344 0.831195 1.32161 0.687026 2.07395 1.97748 2.24893 2.72754 2.13979 2.55554 1.86218 2.03349 2.3693 2.55829 2.48384 2.26362 2.25862 2.09358 2.90898 1.7662 2.09921 1.7156 1.63105 1.45988 1.45883 1.26797 threshold=0.83328601199036678 0.80783375724491269 -942.49999999999989 0.79403880647444935 0.034176500000000005 16877.250000000004 57847.500000000007 0.24546903361927644 0.69060000000000021 -3058.9999999999995 -499.49999999999994 166050.00000000003 0.041361392224975556 -1042.4999999999998 0.32885910741650776 0.042800000000000012 100730.50000000001 0.15872380952380952 -12399.499999999998 -5098.4999999999991 7.5000000000000009 0.10373493510155167 0.052356920876085206 1.0000000180025095e-35 0.066700000000000023 -9291.9999999999982 207553.50000000003 0.38165074339682686 0.033150930311519756 0.079150000000000012 decision_type=10 10 2 10 2 2 2 10 8 2 2 2 2 2 8 8 2 2 2 2 8 10 2 2 10 2 2 10 2 8 left_child=1 3 4 7 -2 -5 -7 8 26 14 12 -12 13 -11 -10 27 -17 20 28 -20 21 -18 -23 -9 -25 -14 -1 -16 -19 -29 right_child=2 -3 -4 5 -6 6 -8 23 9 10 11 -13 25 -15 15 16 17 18 19 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.019759803994837608 -0.052931000091308314 -0.053733655313785877 0.050360705178979497 0.044454670544591041 0.045377502723296763 -0.053668451372618976 0.053327990536318481 -0.00083114412524824518 0.013286650370853673 0.031739088067063236 -0.039653896728475524 0.027940931793050745 0.027099082716379827 -0.048749977162002328 0.033129059543472068 0.033991203331837062 0.034778720867798624 -0.01676035025725366 0.023925692122875611 -0.040180026276692704 -0.044178421233268261 -0.051436323954111622 0.021800341391205 -0.0653456153449022 0.026721549641225934 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-0.00806931 -0.0140416 -0.0185186 -0.0340909 -0.00869207 -0.00221809 0.00871334 -0.0118478 -0.00114599 -0.0391094 0.0224219 -0.0319 0.0168613 -0.0530638 -0.0171388 internal_weight=471.506 469.051 2.4545 467.493 0.976918 3.4456 1.17556 464.047 94.6354 90.6988 41.9948 6.36292 35.6319 4.08744 48.704 34.1433 27.5447 25.1962 12.886 5.50991 12.3103 9.76605 5.45947 369.412 3.03853 31.5444 3.93664 6.59855 7.37606 2.13543 internal_count=8000 7932 68 7809 61 92 68 7717 898 824 319 69 250 51 505 414 325 310 176 46 134 100 76 6819 67 199 74 89 130 58 is_linear=0 shrinkage=0.05 Tree=353 num_leaves=31 num_cat=0 split_feature=131 0 240 7 7 240 37 207 83 12 38 211 1 241 242 65 24 32 44 241 239 149 12 40 81 79 33 107 6 13 split_gain=0.589558 1.36465 1.32851 2.59117 1.52418 1.39683 1.73187 1.65285 1.09554 0.992459 1.52071 0.926552 0.872548 1.86919 3.46085 3.86469 3.18306 2.76297 2.13595 1.97543 2.02142 1.62151 1.80986 4.41242 4.46191 3.63467 3.46267 4.56924 4.14726 5.60191 threshold=1.0000000180025095e-35 110597.50000000001 0.21658280940586913 37671.750000000007 36866.250000000007 0.47700862703192853 0.7994 1.0000000180025095e-35 1.0000000180025095e-35 -2348.4999999999995 0.025750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 132525.00000000003 0.10194523809523807 0.80875000000000019 7.5000000000000009 0.32235363658992683 0.065350000000000019 123525.00000000001 0.16095051359474019 1.0000000180025095e-35 -2348.4999999999995 0.096550000000000011 -1767.4999999999998 8.5000000000000018 0.14509547980217227 2.5000000000000004 899217.00000000012 -2856.4999999999995 decision_type=2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 8 2 8 8 2 8 2 2 10 2 8 8 8 2 2 left_child=11 2 3 -2 5 9 7 -7 -6 -4 -11 12 -1 19 17 18 -17 -15 -16 21 -21 22 23 24 -14 26 -26 -28 29 -29 right_child=1 -3 4 -5 8 6 -8 -9 -10 10 -12 -13 13 14 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.0023381302649179421 -0.051063864403498527 -0.040424915268909387 0.034569366470625855 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5.2496699300390901 2.0185283375903955 79.607682555579231 48.65236034267582 8.114976989105342 4.4044063243200062 32.687379977243836 9.5819301099109033 6.0785542756784698 15.707836586720077 leaf_count=2609 72 53 112 23 13 103 10 16 38 41 6 39 363 35 57 26 355 207 104 35 45 10 1107 1000 48 44 871 266 79 213 internal_value=-2.43086e-05 0.00738385 0.0101928 -0.0165702 0.0153648 0.0194304 -0.0022004 -0.0182348 -0.0312451 0.0281591 -0.00121352 -0.000447767 -0.000322909 -0.0021729 -0.0139973 -0.0273427 -0.0435158 0.00788085 0.00511397 -0.000660967 0.0251769 -0.00148571 -0.00189032 -0.00525494 -0.0115643 -0.0167977 -0.0194887 -0.0233869 -0.00975494 -0.0186681 internal_weight=469.835 25.4042 23.9944 3.88598 20.1084 18.4952 5.31759 4.04144 1.61325 13.1776 2.36066 444.431 443.106 261.386 29.6334 18.4059 12.2846 11.2274 6.12138 231.753 7.16874 224.584 222.565 142.958 94.3054 76.5751 72.1707 64.0557 31.3683 25.2898 internal_count=8000 487 434 95 339 288 129 119 51 159 47 7513 7474 4865 784 542 381 242 161 4081 80 4001 3991 2884 1884 1521 1477 1429 558 479 is_linear=0 shrinkage=0.05 Tree=354 num_leaves=31 num_cat=0 split_feature=196 135 31 31 11 243 107 43 12 35 242 22 31 116 33 0 29 31 8 107 14 241 76 12 9 627 14 161 32 33 split_gain=0.608232 0.588056 1.34799 2.88743 1.46577 2.86515 2.06854 1.76608 1.55399 1.92233 1.15652 2.47896 2.86248 1.61112 1.17612 1.15456 2.19391 1.04793 0.977228 0.870806 2.86045 2.83039 2.5464 3.45229 2.76034 2.53996 2.45457 3.07355 3.97005 4.01752 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.20024914172550759 0.26037186615739477 -1060.9999999999998 0.073248470595974211 2.5000000000000004 0.088700000000000015 -8634.4999999999982 0.013450000000000002 0.18921785714285713 2.5000000000000004 0.66165798289047617 1.0000000180025095e-35 0.80783375724491269 107159.50000000001 1.0000000180025095e-35 0.3764776458765407 267750.00000000006 4.5000000000000009 20.500000000000004 33637.500000000007 0.052950000000000004 -8634.4999999999982 0.0049045000000000009 5437.4400000000014 16.500000000000004 1.0000000180025095e-35 0.35398217670940729 0.54333994253778883 decision_type=2 2 8 8 10 2 10 8 2 8 2 2 10 2 8 2 2 8 8 8 8 2 8 2 2 8 8 2 10 10 left_child=1 2 -1 -4 5 8 7 -6 9 -5 14 12 13 -12 -10 16 -9 -7 -17 20 21 -3 23 -21 -25 -23 -24 28 -28 -30 right_child=-2 19 3 4 6 17 -8 15 10 -11 11 -13 -14 -15 -16 18 -18 -19 -20 22 -22 25 26 24 -26 -27 27 -29 29 -31 leaf_value=0.027211919503022198 -0.036504547861077249 -0.05424759281858324 -0.048565195143756519 0.042608724786941374 -0.043601058645972683 0.032452103664167002 -0.051929636506226763 -0.051363941755673249 0.0338789593878598 -0.058184454485273589 0.0088059062744491445 0.036945379931919257 0.04686136823398776 -0.06139787598229185 -0.010037105400279731 -0.004253645401292503 0.010922516426154168 -0.062555170800830881 0.03869672973739155 0.023027032114332727 0.0007179775705675979 0.032586215067159884 0.017762061255265648 0.026886348397225548 -0.050904943450387853 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0.00708322 -0.00659977 -0.0456612 0.0235676 -0.000574445 -0.00200792 -0.0108368 0.00310313 -0.0194307 -0.0373999 -0.00851149 0.00554231 0.000737246 -0.00258164 -0.0125817 internal_weight=467.588 466.448 53.4878 47.432 44.7833 27.8243 16.9591 14.7822 25.839 2.12082 23.7182 8.78903 5.06907 3.75949 14.9292 12.7968 6.99257 1.98524 5.80424 412.96 297.139 70.0984 115.822 11.3126 7.94856 66.5345 104.509 75.0125 67.7294 40.2573 internal_count=8000 7936 907 856 792 496 296 235 401 84 317 135 110 95 182 164 100 95 64 7029 5504 1672 1525 246 199 1554 1279 946 888 669 is_linear=0 shrinkage=0.05 Tree=355 num_leaves=31 num_cat=0 split_feature=78 32 10 237 0 239 10 613 7 7 10 54 10 8 31 242 0 47 32 33 0 81 31 13 37 0 631 625 624 242 split_gain=0.61089 0.752405 1.30778 1.692 1.07247 1.09727 0.965074 1.37789 1.45392 1.2871 1.24589 1.21624 1.20649 0.796646 0.792988 1.38276 1.06381 2.07559 1.08582 2.11691 1.82848 0.945897 1.42934 1.17692 0.862173 1.59364 0.749927 1.21221 1.36438 1.18333 threshold=1.0000000180025095e-35 0.10373493510155167 -10255.999999999998 1.0000000180025095e-35 110900.50000000001 0.014907933798992351 -19776.499999999996 4.5000000000000009 29877.750000000004 32661.000000000004 -23493.499999999996 0.18965000000000001 -18346.999999999996 227250.00000000003 0.40348508578149039 0.18921785714285713 101564.50000000001 0.0068500000000000011 0.57579659482178502 0.33848021082472263 103702.50000000001 -248.49999999999997 0.11074210662178986 -1203.4999999999998 0.81300000000000006 102706.50000000001 -307.99999999999994 15556.680000000002 15080.962500000003 0.056304166666666655 decision_type=10 8 2 2 2 8 2 10 2 2 2 10 2 8 10 2 2 8 10 10 2 2 10 2 10 2 10 10 10 2 left_child=26 -2 4 13 5 -3 7 8 10 -10 -7 14 -13 -4 16 24 17 -8 19 21 -21 22 23 -18 25 -16 27 28 -1 -29 right_child=1 2 3 -5 -6 6 11 -9 9 -11 -12 12 -14 -15 15 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0009280316358986321 0.027628434165466759 -0.043980949921187139 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1.3334474074654274 1.7434900057851335 3.1954263979569095 2.1779408149886876 1.8665437083691356 0.99209302669623856 0.9063559763453668 7.2433699562825486 0.51703321785316747 1.7919622168410558 1.7422136080131165 leaf_count=6803 36 27 20 23 42 26 16 11 14 51 114 10 62 37 16 62 27 27 108 24 58 16 13 15 9 56 147 8 10 112 internal_value=-2.40049e-05 0.00517319 0.00351175 -0.0214624 0.0063004 0.00771919 0.00901548 -0.00807908 -0.0174319 0.0128396 -0.0380314 0.01255 -0.0185591 -0.044314 0.0155039 -0.00542798 0.0186379 -0.0135624 0.0217802 0.0113979 -0.0245024 0.0234075 0.0117086 -0.00670359 0.0124901 -0.00732355 -0.000655131 -0.000938288 -0.00073489 -0.0374617 internal_weight=465.606 50.4186 46.9452 4.71543 42.2297 40.932 39.9308 6.84167 5.82897 2.36036 3.4686 33.0891 2.86939 2.98044 30.2197 3.93547 26.2843 2.33692 23.9473 12.2748 3.07694 9.19791 6.00249 3.82454 2.88206 1.88997 415.187 407.944 405.684 2.25925 internal_count=8000 920 884 80 804 762 735 216 205 65 140 519 72 57 447 143 304 43 261 153 82 71 55 42 81 72 7080 6933 6813 120 is_linear=0 shrinkage=0.05 Tree=356 num_leaves=31 num_cat=0 split_feature=59 11 240 81 11 48 35 59 11 131 42 50 240 7 81 242 7 81 47 13 159 40 243 31 0 32 32 11 243 33 split_gain=0.573345 1.61336 1.413 1.31573 1.58667 1.2559 1.31112 1.02106 1.52427 0.760632 1.31502 1.77764 1.67229 1.7978 1.35929 2.54243 1.53376 1.45377 1.45129 0.886346 2.94248 2.7052 1.47928 2.13238 1.70972 2.23293 2.32099 2.8315 1.25885 1.09772 threshold=0.0099500000000000022 -399.99999999999994 0.059723005782926455 -810.49999999999989 -594.49999999999989 0.0089500000000000014 0.10745 0.012050000000000002 -6540.4999999999991 1.0000000180025095e-35 0.17355000000000001 0.9769500000000001 0.21658280940586913 38567.250000000007 -364.49999999999994 0.17542111111111111 21390.750000000004 -11.499999999999998 0.0015500000000000004 -399.99999999999994 1.0000000180025095e-35 0.15225000000000002 0.038089539171204161 0.35790562454340441 104839.50000000001 0.24993914863111408 0.62856487531100846 -198.49999999999997 0.035914969546499205 0.11392442368259932 decision_type=8 8 2 2 10 10 8 8 8 2 8 8 2 2 2 2 2 2 8 2 2 10 2 10 2 8 10 8 2 8 left_child=1 3 -3 4 -1 6 -5 8 -2 19 -11 -12 13 -13 15 16 -14 -16 -19 29 21 22 23 -21 -24 -26 27 -27 -23 -9 right_child=7 2 -4 5 -6 -7 -8 9 -10 10 11 12 14 -15 17 -17 -18 18 -20 20 -22 28 24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.054679488050069662 0.044177793198492479 0.051791225851144755 -0.05868208722534704 -0.035973400704075058 0.045588230997123419 0.042021619455086617 0.024125124235207979 0.0093841113294391796 -0.057431652240558101 0.035202131083989854 -0.059298889273019031 -0.061218033517618897 -0.0030538825530816243 0.022797988434014857 0.041537969680588371 0.023989033012246083 -0.063796677571037838 0.035843754072100768 -0.056899845464186388 -0.050615858827801202 -0.04459656802712534 0.0071888815713418769 0.037324812146789045 0.02787006754322089 0.0398509939255152 -0.066990705488033236 0.021763294869621516 0.020372230375010254 -0.060617795284189702 -0.0019312385422251156 leaf_weight=1.2006801266543332 0.47470957762561738 0.36943762609735031 1.3367964196222599 1.335281908599425 0.58766317833214898 5.0092060049064457 2.8328637464437634 22.744009103160352 1.6589056952798267 3.8635138511162976 1.0714435301342771 1.689369436004202 2.5159531422250527 1.0218869922973679 5.5256233672844246 5.1465083484072238 1.7705527849029747 0.8266763421706772 0.86130846396554273 1.7995777677279066 2.4826112011505748 1.1313500883989029 10.105646493728274 1.6671235910616813 3.9160652132704827 2.4136476274579763 3.7077011202927679 1.5062871836125862 1.7329907671446561 371.99625268847012 leaf_count=77 5 2 71 39 5 31 30 160 84 53 50 57 82 20 48 48 56 9 35 39 66 19 64 19 18 45 40 10 51 6667 internal_value=-2.29637e-05 0.0104664 -0.0347622 0.0175038 -0.0217308 0.0251492 0.00487232 -0.000317276 -0.0348245 -0.000153481 0.00845157 0.00339261 0.00686253 -0.0295519 0.0127934 0.000299051 -0.0281439 0.0291319 -0.0114794 -0.000645107 0.00757245 0.0122012 0.0174515 -0.0128723 0.0223072 0.00916044 -0.00659624 -0.0334203 -0.0338357 -0.00127927 internal_weight=464.302 12.6719 1.70623 10.9657 1.78834 9.17735 4.16815 451.63 2.13362 449.496 24.2928 20.4293 19.3579 2.71126 16.6466 9.43301 4.28651 7.21361 1.68798 425.203 30.463 27.9804 25.116 3.4667 21.6493 11.5437 7.62764 3.91993 2.86434 394.74 internal_count=8000 255 73 182 82 100 69 7745 89 7656 458 405 355 77 278 186 138 92 44 7198 371 305 235 58 177 113 95 55 70 6827 is_linear=0 shrinkage=0.05 Tree=357 num_leaves=31 num_cat=0 split_feature=78 0 51 12 130 11 42 11 0 65 168 240 7 8 33 241 129 58 32 243 242 242 164 79 5 6 106 241 240 595 split_gain=0.575989 0.737739 0.726128 1.79739 1.95428 1.80609 1.96026 1.84913 2.81049 0.951197 1.28951 2.10501 1.0821 2.63409 4.33981 3.93537 3.08128 2.55907 2.26225 2.18823 1.99292 2.55437 1.96193 2.05033 2.95723 2.04782 4.01045 2.47399 1.86304 1.8109 threshold=1.0000000180025095e-35 100048.00000000001 0.82035000000000013 -656.49999999999989 1.0000000180025095e-35 -1864.4999999999998 0.93750000000000011 -2026.4999999999998 110394.50000000001 0.80205000000000004 1.0000000180025095e-35 0.40630521201413433 14517.000000000002 218250.00000000003 0.23988384837774554 27337.500000000004 1.0000000180025095e-35 0.094150000000000025 0.37741601097813809 0.10825051139883506 0.053664285714285657 0.068335000000000021 1.0000000180025095e-35 1.5000000000000002 201883.50000000003 204264.00000000003 1.5000000000000002 33975.000000000007 0.99841772151898744 -28.499999999999996 decision_type=10 2 10 2 2 8 8 10 2 10 2 2 2 10 8 2 2 10 10 2 2 2 2 8 2 2 8 2 2 8 left_child=1 -1 9 5 -5 7 -7 8 -4 10 12 -12 13 16 18 -16 22 -17 -15 20 -14 -22 23 24 25 26 27 -3 -25 -23 right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 11 -13 19 14 15 17 -18 -19 -20 -21 21 29 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.039457707804471331 0.0050977962969561731 0.0099402964669128707 -0.055083993354792499 0.040586835140382943 -0.030592628609275675 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2.7488891317043445 1.4769722179044027 4.1943553460732792 8.4989156426163373 5.5327861485711765 1.5836007318575864 313.8518184888344 leaf_count=29 920 72 180 35 65 295 21 11 26 148 74 31 30 14 50 377 91 33 32 67 58 80 107 85 39 31 83 211 39 4666 internal_value=-2.20853e-05 -0.000629984 -0.000515125 -0.0103246 0.017473 -0.0192853 -0.032996 0.00485454 -0.0177 -6.63247e-05 -0.00043295 -0.0295305 -0.000145703 -0.00626082 -0.020413 -0.035563 0.00138955 -0.0495612 0.0131421 0.00101258 0.00130792 0.000935043 0.00540041 -0.000991818 0.00480307 0.00936809 0.0020254 -0.0203508 -0.0326126 0.00123772 internal_weight=462.661 413.558 412.338 18.0398 4.39764 13.6422 8.70055 4.94165 3.20098 394.299 385.702 3.77037 381.932 60.8224 21.3422 14.7036 39.4802 11.373 6.63862 321.109 319.474 316.651 36.4731 27.9735 23.641 22.164 17.9696 9.47072 4.33249 315.219 internal_count=8000 7080 7051 633 100 533 316 217 206 6418 6270 105 6165 1264 506 460 758 410 46 4901 4834 4804 667 560 436 397 366 283 124 4746 is_linear=0 shrinkage=0.05 Tree=358 num_leaves=31 num_cat=0 split_feature=241 81 31 158 241 17 31 163 243 239 77 242 148 31 81 12 32 77 32 6 5 81 9 241 33 239 239 33 241 242 split_gain=0.571734 1.68595 3.68692 3.36292 2.44972 3.08778 1.96833 1.82838 1.67222 3.06618 2.01275 2.57723 2.0276 2.69344 1.50574 2.06664 1.94887 1.41156 1.40215 2.37025 1.27435 2.47499 2.00778 2.2481 1.47523 1.25332 2.70574 1.53065 1.24248 1.17382 threshold=43762.500000000007 -425.49999999999994 0.35251930783564128 1.0000000180025095e-35 36342.000000000007 1.0000000180025095e-35 0.34912318655494418 1.0000000180025095e-35 0.050045308095046308 0.033959832429505454 1.0000000180025095e-35 0.30733142857142859 1.0000000180025095e-35 0.39469638416470149 -1382.4999999999998 -6522.4999999999991 0.40030800356833346 10.500000000000002 0.4515238663495057 298620.00000000006 75487.500000000015 -609.49999999999989 0.014491999999999951 30187.500000000004 0.61697391881022823 0.14974476706684772 0.028334358134188702 0.32410123718131906 22275.000000000004 0.31931666666666675 decision_type=2 2 10 2 2 2 8 2 2 10 10 2 2 8 2 2 8 10 10 2 2 2 2 2 8 8 10 10 2 2 left_child=1 8 3 4 5 7 -6 25 14 -10 12 -12 13 -11 15 -1 -17 29 -8 -20 21 24 23 -22 -16 26 -3 -28 -5 -2 right_child=17 2 -4 28 6 -7 18 -9 9 10 11 -13 -14 -15 20 16 -18 -19 19 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.028353911715014325 -0.0013713821124534213 0.033697923239391255 -0.055563848773605165 -0.0038722356488559888 0.047611718810435091 -0.05542582589458217 0.0252840809571253 -0.044783356845400184 -0.048484668460853211 0.005731761230605645 0.028592140764264973 -0.034158488408965647 0.019099280529993511 -0.065401204020354264 -0.025343261341192913 0.013334043290118331 -0.043141888257035903 -0.044008829956956451 0.030406436461570263 -0.053093123642900641 0.024297204722021362 -0.061289264185518659 0.035090102957497017 -0.046022073439099115 0.033297708696122606 0.021631158462058792 -0.072654585582901193 -0.0047972600823421897 -0.068895892840853734 0.01168722933810868 leaf_weight=3.5943183999916073 342.26142698301192 2.177454466000202 3.2922330093861083 1.0895832232199603 4.6936280904337737 2.7635217357892534 4.4639967395924041 1.8275046752532951 3.0874342808383544 2.4917732866015303 9.9154792794142832 1.9596707338932891 2.9998587279114872 2.8561667403555475 1.4990618394222108 2.650076814054044 3.6062873749615392 1.8925960398628365 1.4936899129534142 1.9718668740242717 3.1189118432812419 1.2642982364632214 16.541631509375293 1.7882829196751115 3.7691002432256937 7.6810004102881075 1.6272378265857699 1.6984412753954528 2.2553434445289895 18.119789653428597 leaf_count=59 6183 14 130 11 21 52 30 40 110 27 98 35 33 75 34 45 144 40 16 26 25 29 128 49 41 88 19 25 48 325 internal_value=-2.37804e-05 0.00336066 -0.00505809 -0.000130392 0.00510565 -0.00685574 0.0219489 0.00208563 0.00846011 -0.00207406 0.00501144 0.0182369 -0.0138024 -0.0322581 0.0149508 -0.00186107 -0.0192198 -0.000940979 0.00675867 -0.017104 0.0208694 0.0015344 0.026758 -0.00132859 0.0166114 0.00858232 -0.0096306 -0.0379995 -0.047715 -0.000714802 internal_weight=460.452 98.1779 37.0355 33.7433 30.3983 17.7752 12.6232 15.0116 61.1424 23.3104 20.2229 11.8752 8.3478 5.34794 37.832 9.85068 6.25636 362.274 7.92955 3.46556 27.9813 6.53246 21.4488 4.90719 5.26816 13.1841 5.50313 3.32568 3.34493 360.381 internal_count=8000 1452 520 390 331 238 93 186 932 378 268 133 135 102 554 248 189 6548 72 42 306 104 202 74 75 146 58 44 59 6508 is_linear=0 shrinkage=0.05 Tree=359 num_leaves=31 num_cat=0 split_feature=244 14 9 11 7 10 0 118 239 239 625 240 31 10 31 12 5 207 7 8 79 24 241 243 149 10 160 31 48 10 split_gain=0.562129 0.572377 1.71368 1.4365 1.58992 1.24818 1.03009 1.61585 3.03838 0.825298 0.811428 0.993998 0.789465 1.58499 2.52296 1.72362 1.24865 2.31733 1.23844 1.41747 1.72031 1.4542 0.97107 1.63525 0.901863 1.98623 1.01915 2.74276 2.86309 3.23686 threshold=-215.49999999999997 20.500000000000004 0.029709000000000003 -1539.4999999999998 28336.500000000004 -16517.499999999996 104451.50000000001 1.0000000180025095e-35 0.086257846175765013 0.25004418842946069 2836.5300000000002 0.97395370752557964 0.19507561784403518 -8982.9999999999982 0.50608631270748228 -1731.4999999999998 112275.00000000001 1.0000000180025095e-35 15133.500000000002 357750.00000000006 1.5000000000000002 11.500000000000002 44850.000000000007 0.066828626265823657 1.0000000180025095e-35 -15056.999999999998 1.0000000180025095e-35 0.32902964457574696 0.092950000000000019 -16517.499999999996 decision_type=8 10 2 8 2 2 2 2 10 10 8 2 8 2 8 2 2 2 2 10 10 2 2 2 2 2 2 8 10 2 left_child=-1 10 3 4 9 -6 -5 8 -8 -3 11 -2 16 24 -15 22 17 -12 -18 -20 21 -21 -16 -24 26 -26 -14 -28 29 -29 right_child=1 2 -4 6 5 -7 7 -9 -10 -11 12 -13 13 14 15 -17 18 -19 19 20 -22 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.034720824627102236 -0.056119443004805328 -0.061702830050001524 -0.041581024689118437 0.03544276159465478 -0.023465782692647985 0.043079031839366198 -0.063720503940323109 0.042038571183968469 0.032831669569779946 0.0035483969042227614 -0.063500112749527701 0.039803670316745601 0.00025833327676488805 -0.064457856015193202 0.03865249010863156 -0.049535933306791832 -0.01961874791391666 0.016518630991555223 0.032363440129643622 0.0092557510700678608 0.026098450078449964 -0.041045501600779473 -0.039698118164743348 0.019969431320914735 0.037542597941688155 -0.012466650279656162 0.022677096347381461 -0.048391039696183524 0.012904752690988747 -0.0089392461106266499 leaf_weight=1.1643277815019244 1.2691189665274576 1.5105871711275543 1.5575122550653748 6.8134831474162691 1.2059444036131028 1.6952874014241386 1.6352415563887919 1.9384379456751046 1.6240443820133803 0.71346531197195862 1.6159257744438975 0.34307982304017048 357.69017444871315 2.4351179136428955 1.6619866108521808 1.8067907104268677 2.6025207452476051 2.0559380799531937 8.5535966376774031 3.1763454924803209 5.2042698017321527 2.6236668531782925 2.0236298610689119 2.6545861017657444 4.6722612625453621 3.4527671590913069 5.8159675116767167 8.317230793632918 7.021205010758421 13.868101414380364 leaf_count=42 89 48 62 48 26 22 50 14 10 22 34 6 6282 77 16 32 37 12 49 23 34 33 51 27 26 36 54 281 168 289 internal_value=-2.32908e-05 6.50024e-05 0.00863344 0.0131974 -0.00896398 0.0154186 0.0226538 0.00588928 -0.0156103 -0.0407706 -0.000299982 -0.0357068 -0.000169433 -0.000701797 -0.019802 -0.00645451 0.00830932 -0.0186963 0.012784 0.0170958 0.00522825 -0.0134983 0.00582256 -0.00584063 -0.000197551 0.0162909 -0.00053869 -0.00867881 -0.0149228 -0.0237296 internal_weight=458.723 457.558 18.694 17.1365 5.12528 2.90123 12.0112 5.19772 3.25929 2.22405 438.864 1.6122 437.252 411.42 10.5821 8.14699 25.8323 3.67186 22.1604 19.5579 11.0043 5.80001 6.3402 4.67822 400.838 8.12503 392.713 35.0225 29.2065 22.1853 internal_count=8000 7958 302 240 118 48 122 74 60 70 7656 95 7561 7339 203 126 222 46 176 139 90 56 94 78 7136 62 7074 792 738 570 is_linear=0 shrinkage=0.05 Tree=360 num_leaves=31 num_cat=0 split_feature=238 48 43 671 239 81 164 242 9 10 47 189 135 181 0 185 10 31 9 31 76 7 242 242 111 81 0 241 79 107 split_gain=0.549117 0.625469 0.815381 0.606713 0.624329 1.3377 1.33781 1.19923 1.37328 1.47083 0.869201 0.781921 0.816212 1.71996 1.27285 1.71535 1.67768 2.39481 2.16646 2.3763 2.22965 1.88512 2.69572 2.63633 1.785 1.65383 1.59059 1.28127 1.22514 1.13102 threshold=1.0000000180025095e-35 0.016300000000000005 0.018450000000000005 8398.4850000000024 0.013646499317471902 -1660.4999999999998 1.0000000180025095e-35 0.19077500000000003 0.014870499999999951 -15439.499999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 108138.50000000001 1.0000000180025095e-35 -14250.499999999998 0.20024914172550759 0.018717500000000001 0.66165798289047617 0.011850000000000001 26124.750000000004 0.19471000000000002 0.15526500000000001 1.0000000180025095e-35 -508.49999999999994 109911.50000000001 39075.000000000007 3.5000000000000004 4.5000000000000009 decision_type=2 10 8 10 8 2 2 2 2 2 8 2 2 2 2 2 2 8 2 10 8 2 2 2 2 2 2 2 8 8 left_child=3 2 -2 4 5 -1 7 8 -7 -10 -8 12 14 29 15 16 18 -18 19 20 -6 22 23 27 -23 -16 -27 -19 -29 -14 right_child=1 -3 -4 -5 11 6 10 -9 9 -11 -12 -13 13 -15 25 -17 17 21 -20 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.054064256078681684 0.034142797584881833 0.045936139055677831 -0.03333115473592161 0.022602727257227593 0.035347567979142507 -0.036775365419229412 0.010992377048548472 0.032825214061101511 0.035533113431837245 -0.019683007952220333 -0.058706140986803185 0.023068203037671226 -0.0031036451091577149 -0.044248447464862124 0.025183344429206084 0.046845852561529448 0.024530080155192049 0.011932284368305034 0.02815951978106155 0.041594112422942808 -0.059889690020629043 -0.057783413736615157 -0.06750579085976055 0.036582376679648677 0.014483284738209088 0.020162163626427681 -0.036842384626897075 -0.060186667532296727 0.015017512039914364 0.0029720294780255603 leaf_weight=0.79224181965401186 0.91684510698541921 1.3844619606679769 0.8750979777541944 2.9066535952733821 0.80481364740990313 1.6374259638832844 0.80347142234677504 6.7814900248777121 3.3552368354576165 1.882871640147642 1.0091195606510155 3.4404019187204531 271.78342697811604 2.3556276313029221 12.970259324007204 1.7893920466303814 3.5054570923093733 1.8354999881703387 7.3069710587442387 1.3227134764019863 2.5997095844359137 4.5812809181661569 1.5942250185180444 3.4794858787208796 1.0503920972696503 2.3985377277422222 2.498336908975034 2.1752070725779054 0.72107997530838464 106.65914055409667 leaf_count=56 11 9 34 29 10 47 10 69 36 38 32 37 5219 66 157 10 32 23 123 19 94 129 32 33 15 35 59 90 15 1431 internal_value=-2.27251e-05 0.020694 0.0011918 -0.000167656 -0.000314366 0.00930441 0.0125497 0.0179064 0.00319168 0.0156853 -0.0278107 -0.000674056 -0.000863386 -0.00165641 0.00510071 -0.000753318 -0.00350291 -0.0127775 0.0110959 -0.0152796 -0.037376 -0.0212493 -0.0080077 0.0035439 -0.0443046 0.0158363 -0.00892099 -0.0207507 -0.0414633 -0.00139129 internal_weight=457.217 3.17641 1.79194 454.04 451.134 16.2619 15.4696 13.657 6.87553 5.23811 1.81259 434.872 431.432 380.798 50.6334 32.7662 30.9768 18.9426 12.0342 4.72724 3.40452 15.4372 9.8055 8.21127 5.63167 17.8671 4.89687 4.73179 2.89629 378.443 internal_count=8000 54 45 7946 7917 288 232 190 121 74 42 7629 7592 6716 876 625 615 369 246 123 104 337 193 161 144 251 94 128 105 6650 is_linear=0 shrinkage=0.05 Tree=361 num_leaves=31 num_cat=0 split_feature=33 33 13 33 9 7 7 239 10 36 31 49 239 25 48 102 83 241 242 242 10 32 240 239 29 242 243 80 59 12 split_gain=0.554183 1.63943 0.945647 0.895081 0.817466 0.750213 1.23553 0.661041 2.66037 3.27254 2.36484 2.91362 2.26288 3.62876 3.29444 3.20966 2.78853 2.01576 2.85729 2.89402 3.19783 2.21014 2.15431 2.89976 1.81647 1.56407 2.01824 1.79991 2.54311 1.54403 threshold=0.83328601199036678 0.80783375724491269 -942.49999999999989 0.79403880647444935 0.034176500000000005 16877.250000000004 57847.500000000007 0.051046395217073104 -19236.499999999996 0.97395000000000009 0.33227132442461665 0.048000000000000008 0.059372799597692358 1.0000000180025095e-35 0.18225000000000002 1.5000000000000002 1.0000000180025095e-35 125831.25000000001 0.14754166666666665 0.16757619047619046 -13956.499999999998 0.56731729466274383 0.40915043053847078 0.013646499317471902 1.0000000180025095e-35 0.12504444444444449 0.066820152523262566 1.0000000180025095e-35 0.013150000000000002 -2575.4999999999995 decision_type=10 10 2 10 2 2 2 8 2 10 10 10 8 2 10 8 2 2 2 2 2 10 2 10 2 2 2 10 10 2 left_child=1 3 4 7 -2 -5 -7 8 9 -1 17 -12 13 14 15 16 -9 18 25 -20 21 24 23 -19 -21 26 27 28 -10 -14 right_child=2 -3 -4 5 -6 6 -8 12 10 -11 11 -13 29 -15 -16 -17 -18 22 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031728292345617581 -0.05273770797477613 -0.053446464428976451 0.049787678135705039 0.043425949710549694 0.044742623116911649 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6.1588712370721623 2.8248739845585078 4.1544996006414294 10.540022323839365 6.9496080588432951 2.0087438854388893 4.0646382883423939 119.56869668407307 leaf_count=109 54 123 7 24 7 65 3 43 73 89 299 128 4240 5 13 33 136 18 65 60 179 73 80 52 32 74 63 15 59 1779 internal_value=-2.20594e-05 -0.00014708 0.0242921 2.25045e-05 -0.0154781 0.0261621 -0.00725111 -0.000166886 0.00332147 0.0224856 -7.33781e-06 -0.0179602 -0.00122258 -0.0205882 -0.029035 -0.0381882 -0.0547707 0.00369998 0.00707152 -0.00218815 0.00260399 -0.0195182 -0.0166017 -0.0436416 -0.00735029 0.0192897 0.00976253 -0.00493518 -0.0159026 -0.000374603 internal_weight=455.778 453.446 2.33156 452.008 0.910805 3.25139 1.10763 448.756 104.257 15.4293 88.8275 15.2035 344.5 14.452 12.977 11.4637 8.2304 73.6239 63.1384 35.9177 32.242 10.8424 10.4855 4.32663 8.40146 27.2207 16.6807 9.73106 7.72232 330.048 internal_count=8000 7932 68 7809 61 92 68 7717 1468 198 1270 427 6249 230 225 212 179 843 693 409 344 165 150 70 92 284 210 147 132 6019 is_linear=0 shrinkage=0.05 Tree=362 num_leaves=31 num_cat=0 split_feature=33 0 85 14 12 24 243 243 13 64 54 33 9 81 81 240 242 65 32 12 242 4 12 32 31 9 33 33 240 19 split_gain=0.552817 1.74628 1.40206 2.39085 1.3759 1.84136 1.64003 1.30556 1.38029 1.32736 1.944 2.23157 1.99361 1.97485 1.56675 1.55483 2.24605 2.15864 2.09869 1.85565 2.76177 2.48409 2.32368 3.1813 2.29672 2.11727 1.7193 4.00176 1.70834 1.37665 threshold=0.32885910741650776 110641.50000000001 1.0000000180025095e-35 9.5000000000000018 -5617.4999999999991 9.5000000000000018 0.05454040816326531 0.079778170966896808 -207.49999999999997 0.9769000000000001 0.12065000000000002 0.15147104206873863 0.031042000000000004 -277.49999999999994 -1436.4999999999998 0.53383135561850592 0.24814246031746026 0.76185000000000003 0.093418472625969654 -4607.9999999999991 0.10841413043478261 1.0000000180025095e-35 -2387.4999999999995 0.38678637612353794 0.47297034682210254 0.022712500000000004 0.11392442368259932 0.23466284194682538 0.32510493099453247 1.0000000180025095e-35 decision_type=8 2 2 8 2 2 2 2 2 8 8 10 2 2 2 2 2 10 8 2 2 2 2 10 10 2 8 10 2 2 left_child=1 7 -2 -4 -3 -6 -7 8 9 -1 11 -11 15 14 -14 16 17 18 -12 21 -21 24 23 -22 25 -20 -24 -28 -29 -18 right_child=2 4 3 -5 5 6 -8 -9 -10 10 12 -13 13 -15 -16 -17 29 -19 19 20 22 -23 26 -25 -26 -27 27 28 -30 -31 leaf_value=0.01570715281972649 -0.00075143052603690336 0.038631612286385904 0.040170255184958918 -0.060524265450293158 0.03350948329768829 -0.046773204711547008 0.01857322959438162 -0.03040945859717083 0.031079226418811903 0.0054550988904265192 0.026772503443636315 -0.050015082463816446 -0.062994675165739658 -0.068415697338069029 0.011146968872014383 0.016953715094123346 0.027488215884549184 0.021343488017984889 -0.058373130532959387 -0.090171394048311523 -0.0029188444985993336 0.02214503717615849 0.025443343948552063 -0.071871156498041155 0.020159559224287766 0.0084342921840545298 -0.05708388113938502 -0.020006942088309266 0.034230171783604629 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-0.018482 -0.0420718 -0.0190342 -0.03726 -0.00594587 -0.016621 0.00920943 0.01826 internal_weight=453.938 119.289 334.649 3.08484 12.8267 7.12361 3.88375 106.462 103.214 99.3439 86.5987 7.39256 79.2061 5.83904 3.88561 73.3671 57.7596 45.5988 39.3374 35.8515 21.0861 14.7654 19.644 6.81668 8.03794 5.48659 12.8273 9.57198 5.84237 12.1608 internal_count=8000 1254 6746 115 110 72 54 1144 1034 1009 864 125 739 105 74 634 516 416 366 351 199 152 180 77 110 80 103 89 46 100 is_linear=0 shrinkage=0.05 Tree=363 num_leaves=31 num_cat=0 split_feature=78 203 12 13 44 12 3 13 10 162 10 31 10 243 6 5 239 81 33 81 239 241 77 42 12 240 66 0 151 33 split_gain=0.540185 0.734108 0.781673 1.84435 2.70341 3.42182 2.72532 2.63376 2.60052 2.57917 2.29711 3.5968 2.14339 2.06795 2.04182 1.9777 2.57851 1.87819 1.82175 1.70005 2.42599 1.63678 3.2609 1.51738 1.44962 3.21762 1.39686 1.36374 1.22748 1.72868 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -8019.9999999999991 -3308.9999999999995 0.015550000000000003 -11860.499999999998 1.0000000180025095e-35 -2919.4999999999995 -18753.999999999996 1.0000000180025095e-35 -15056.999999999998 0.56787961219018612 -13609.999999999998 0.072937562672581918 474115.50000000006 120588.75000000001 0.27496734756831853 -2199.9999999999995 0.30086632413161879 -1.0000000180025095e-35 0.096342280304670264 51975.000000000007 7.5000000000000009 0.048550000000000003 -7697.9999999999991 0.20384429809581342 0.048250000000000008 102353.50000000001 1.0000000180025095e-35 0.55583709744822496 decision_type=10 2 2 2 10 2 2 2 2 2 2 10 2 2 2 2 8 2 8 2 8 2 10 8 2 2 10 2 2 8 left_child=1 2 3 4 5 27 21 -5 14 12 11 13 -8 23 18 -16 -17 -6 -9 20 -12 22 -7 -10 25 -4 -19 -1 -26 -30 right_child=-2 -3 24 7 17 6 9 8 10 -11 19 -13 -14 -15 15 16 -18 26 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31 leaf_value=0.018168799199803826 0.004980809038293372 0.020357098353543712 0.010607253425592628 -0.058953562531806586 0.030496873635923273 -0.056640941985325544 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308.70937718394271 3.4395268860680517 2.239945984489168 2.0045640072057722 8.5939891864545608 2.7365491695527462 leaf_count=32 920 32 51 89 41 58 96 7 13 18 49 76 6 33 30 50 33 183 56 19 58 191 3 212 5167 121 72 124 80 80 internal_value=-2.16983e-05 -0.000618566 -0.000835097 0.00383521 0.0115927 0.0178473 0.0232006 -0.00428513 -0.000917213 -0.0102111 -0.0114615 -0.0251008 -0.0365288 -0.0393995 0.017386 0.02768 0.00219931 -0.017273 -0.0228866 0.00823804 -0.00718313 0.0305115 -0.0065864 -0.0497648 -0.0018813 -0.0248763 -0.032017 -0.0340897 -0.00139897 0.0147641 internal_weight=452.29 404.078 399.949 73.1962 37.4344 30.7677 27.8927 35.7617 33.6864 5.00753 21.3734 12.6293 3.25609 9.8118 12.313 9.8064 4.28648 6.66671 2.50659 8.74411 5.8714 22.8852 2.63139 8.14996 326.753 6.71298 5.09436 2.87501 320.04 11.3305 internal_count=8000 7080 7048 1549 824 528 372 725 636 120 460 334 102 258 176 113 83 296 63 126 107 252 61 225 5499 172 255 156 5327 160 is_linear=0 shrinkage=0.05 Tree=364 num_leaves=31 num_cat=0 split_feature=150 49 77 32 12 77 28 33 170 13 0 239 11 79 7 243 11 243 0 14 0 106 10 14 40 159 162 64 241 33 split_gain=0.540434 2.18053 1.78681 1.7872 1.44796 0.901337 0.87603 1.19864 1.46537 0.862258 1.10367 0.771913 2.60029 1.597 1.58328 1.96979 2.04555 1.86824 2.44694 2.04608 1.95531 1.85992 1.70882 1.74626 2.611 1.97394 1.61814 1.77189 2.22867 1.60468 threshold=1.0000000180025095e-35 0.10985000000000002 3.5000000000000004 0.44664389997845949 -2861.4999999999995 9.5000000000000018 1.0000000180025095e-35 0.33365234483727518 1.0000000180025095e-35 -1829.4999999999998 109601.50000000001 0.19739043627268146 -3218.9999999999995 10.500000000000002 55989.000000000007 0.061348164956590311 -2355.4999999999995 0.054247454345486203 107028.00000000001 10.500000000000002 105740.00000000001 1.0000000180025095e-35 -12051.999999999998 5.5000000000000009 0.26725000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.98135000000000006 28740.000000000004 0.55939547785893762 decision_type=2 8 8 8 2 8 2 8 2 2 2 10 8 10 2 2 10 2 2 8 2 10 2 10 10 2 2 10 2 10 left_child=11 5 3 6 9 -2 7 -3 -9 10 -5 12 -1 -14 15 17 -17 18 20 -20 22 29 23 25 -25 -13 27 28 -19 -21 right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 14 13 -15 -16 16 -18 26 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.056467959135412499 -0.046982990544475044 0.046830790072118364 -0.046244271354110709 -0.039708401278182787 -0.054969488824396812 0.052166535554187848 0.055881095938325423 -0.025595944956654095 0.034062492316806033 0.033778714107275225 0.030180032484600799 0.015125095270490135 -0.0007682096904480175 -0.045071996991134851 0.035881954927150475 -0.030415995579406569 0.025635763354366015 0.043071280015449201 -0.053584644050264911 0.0093881322575110407 -0.046040009543718063 -0.041502403779190518 -0.030122586369448558 -0.059517945631381422 0.047452806053605606 -0.056963428411279465 0.051428309516751904 0.036536981988205118 -0.049462232483037494 0.036555463079590754 leaf_weight=2.1274364197743125 2.1329411343467686 2.9770363979041576 1.1168827569345001 1.385502698089115 1.1024865578510779 0.25681504607200611 2.7534555494785309 1.9943868428235871 2.1270961395930499 1.9546955559635537 0.95376041499548581 14.046350333606824 352.14246670406646 2.0458712525432921 3.7510929692070922 7.6057060536913923 2.0708785914466699 0.9826486161909983 1.1087054716263107 15.258321744971914 3.1012476457835865 1.3390997776295979 4.836475524643908 2.1952568078486361 0.77072477154433716 1.0184542912174954 3.8001291476539336 3.0055710848537274 1.9263215505343394 8.4430682484089612 leaf_count=125 182 14 49 98 78 1 7 36 15 33 20 305 5582 44 73 308 28 9 89 203 130 59 115 106 4 49 17 30 58 133 internal_value=-2.22416e-05 0.00828668 0.0148016 0.0192729 -0.0038558 -0.0363279 0.0319417 0.0226558 0.00519376 0.00926779 -0.0112136 -0.000383324 -0.00135515 -0.00102412 0.00421777 0.00255678 -0.0184204 0.00583965 0.00208733 0.0128838 -0.00878429 0.0158268 -0.00373169 0.00334725 -0.0317211 0.0102516 0.0259703 0.0096133 -0.0182045 0.0190659 internal_weight=450.331 18.7551 16.3653 15.2484 5.39645 2.38976 9.85197 7.09852 4.12148 4.29396 2.33926 431.576 356.316 354.188 75.2601 71.509 9.67658 61.8324 52.1177 26.1492 25.9685 25.0405 22.8673 18.0308 2.96598 15.0648 9.71467 5.91454 2.90897 23.7014 internal_count=8000 533 350 301 229 183 72 65 51 151 118 7467 5751 5626 1716 1643 336 1307 1193 484 709 395 579 464 110 354 114 97 67 336 is_linear=0 shrinkage=0.05 Tree=365 num_leaves=31 num_cat=0 split_feature=74 81 0 107 59 239 49 178 7 7 77 686 638 81 356 377 371 81 239 31 32 243 243 64 71 43 33 54 52 38 split_gain=0.535037 1.4179 1.26607 1.35108 1.03791 0.795852 2.31443 0.69153 1.33524 1.83446 1.5683 0.828308 1.02504 0.958881 0.754696 0.860182 0.794608 0.760075 0.726385 0.967162 1.42298 0.854003 2.19834 3.2319 1.20176 1.71118 1.75485 1.38678 1.49986 2.18434 threshold=0.010650000000000001 -1622.4999999999998 100640.50000000001 1.0000000180025095e-35 0.054650000000000011 0.20069198783628328 0.032050000000000002 1.0000000180025095e-35 17068.500000000004 28491.750000000004 1.0000000180025095e-35 40873.747500000005 -15.499999999999998 -1.0000000180025095e-35 18735.750000000004 -536.99999999999989 13.500000000000002 -2425.9999999999995 0.013646499317471902 0.59269885118989296 0.61473576461066948 0.028658003551990201 0.027726253651411851 0.98585000000000012 0.13115000000000002 0.47880000000000006 0.14509547980217227 0.36205000000000004 0.04685000000000001 0.022650000000000003 decision_type=10 2 2 8 10 8 10 2 2 2 10 8 8 2 8 8 8 2 8 8 10 2 2 8 10 10 8 10 10 10 left_child=7 -2 -3 4 -4 -5 -7 11 -9 10 -10 13 -13 -1 -14 17 -17 -16 19 20 -18 22 23 -20 27 26 -26 28 29 -23 right_child=1 2 3 5 -6 6 -8 8 9 -11 -12 12 14 -15 15 16 18 -19 21 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.055782432831238161 -0.053777699560957605 -0.056455595041479567 0.01921088179200485 0.029576092330232884 -0.057616351360779 0.038452708753551917 -0.054734272598021605 0.050884159073005988 -0.075264131505479961 0.028231453769906698 0.011626975886588614 0.040153172101657836 0.024883715941307932 0.013661877777054033 0.048442266926626211 0.035804318025057125 -0.037599760112617363 -0.055243731529869194 0.024176002339715123 0.016751857069454416 0.032696602921827446 -0.0014067241247842576 0.045592490519074554 -0.046836421174401337 0.028472698032028856 0.034228795909199965 -0.038736674463403752 0.034162219844320545 0.014310738553884837 -0.027339278474004469 leaf_weight=1.4122717337795623 0.84175893350038578 0.62671873296494496 0.77740983024704924 9.0052222979138588 1.0117321302241178 1.5632915030000742 1.161258191859815 1.9138918201206241 1.0906794045586141 2.7683607752551325 0.99126772768795479 1.5498118120740398 2.888973969995277 0.76708001343649801 0.20749209921632417 1.4912649164907632 2.1559636547462993 1.1929029951861592 4.1129205287434143 11.709489263332216 1.0807844706723697 357.68502567917312 3.4495896224398166 2.6247542616765713 1.1426745802164058 1.2610589823452754 6.4731456651643384 2.7664179952116674 14.667297171057724 8.3088988208764913 leaf_count=98 84 24 12 112 57 20 58 11 27 36 15 22 41 20 5 23 61 93 92 174 26 5747 25 164 9 18 259 34 294 339 internal_value=-2.12502e-05 0.00926674 0.0130183 0.016239 -0.0242337 0.0224123 -0.00126547 -0.000342207 0.0155197 0.00156511 -0.0338931 -0.000593509 -0.00043576 -0.0313397 -0.000584395 -0.00075944 -0.000628665 -0.0398809 -0.000758819 0.0100647 -0.0141271 -0.00116074 0.0131316 -0.00348787 -0.00153188 -0.0197196 -0.0286526 -0.00111081 -0.00136716 -0.00199545 internal_weight=448.699 14.9874 14.1456 13.5189 1.78914 11.7298 2.72455 433.712 6.7642 4.85031 2.08195 426.948 424.768 2.17935 423.219 420.33 418.929 1.4004 417.438 14.9462 3.23675 402.492 10.1873 6.73767 392.305 8.87688 7.61582 383.428 380.661 365.994 internal_count=8000 367 283 259 69 190 78 7633 89 78 42 7544 7426 118 7404 7363 7265 98 7242 261 87 6981 281 256 6700 286 268 6414 6380 6086 is_linear=0 shrinkage=0.05 Tree=366 num_leaves=31 num_cat=0 split_feature=32 7 33 10 13 33 79 33 33 243 0 226 38 12 31 10 228 11 212 240 240 243 0 52 239 243 239 4 149 12 split_gain=0.544187 2.33378 1.65691 1.64984 2.25076 1.49789 1.6445 1.01006 0.750999 2.08245 1.55498 1.49324 2.26209 1.49301 1.69533 1.9744 1.45151 1.25555 1.66222 1.29736 2.05213 2.32153 2.15615 1.95446 3.09662 2.25073 1.9016 2.20285 1.88921 2.18307 threshold=0.071899890026603006 32661.000000000004 0.4893563484713756 -12399.499999999998 -4095.4999999999995 0.14509547980217227 1.5000000000000002 0.72311494006137489 0.32885910741650776 0.079778170966896808 110641.50000000001 1.0000000180025095e-35 0.056450000000000007 -5617.4999999999991 0.30817412998846788 -13956.499999999998 1.0000000180025095e-35 -235.99999999999997 1.0000000180025095e-35 0.53383135561850592 0.45856612461498525 0.054396281180602156 105075.50000000001 0.0070499999999999513 0.076683011489320121 0.051293945194547212 0.16245646719823889 1.0000000180025095e-35 1.0000000180025095e-35 -1767.4999999999998 decision_type=10 2 8 2 2 10 10 8 8 2 2 2 10 2 8 2 2 10 2 2 2 2 2 10 10 2 10 2 2 2 left_child=1 2 5 4 -4 -1 -7 -6 9 10 17 16 -13 -12 -15 -16 -10 18 19 20 21 23 -22 25 -25 28 27 -23 29 -2 right_child=8 -3 3 -5 7 6 -8 -9 11 -11 13 12 -14 14 15 -17 -18 -19 -20 -21 22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.027319885468772877 -0.0054903385531720637 -0.037318330994224526 0.033267160876658534 0.03921051261781594 0.0064449950368281389 -0.041798485634957028 0.017153483627376339 -0.053664078001658781 -0.0015042277006074205 -0.038692932615260668 0.040847035861497814 -0.055698666727012382 0.01255588153380764 0.038184971469315432 -0.054969500982677347 0.014568258824321494 0.043286566342227717 0.023826441826501787 0.039612464491217865 0.011056639073639509 -0.070109481971855445 0.017165126208370102 -0.0091696317944766331 0.039607846389015815 -0.018239121712950983 -0.054944830853675013 0.038373499266483271 -0.027672884732850591 0.041215556498626578 -0.040589817830305769 leaf_weight=2.3400153964757981 24.018757554818873 2.5973238297738126 3.1243037904787379 7.4244153257459349 1.2153493571095171 3.3363336268812418 1.8328743060119448 1.6446261487435547 306.25248673629176 2.9012979383114716 5.3524124730029143 3.0570637498312854 2.0133920558437239 2.4881766568869335 1.725864964071661 2.4986300530144945 1.819509096792898 6.218696287367492 2.6485449802130452 18.730811949732015 2.2579254791489793 8.8645889982581156 4.0640724231489003 5.0251689947908726 4.2872357369633391 2.9072506967931977 5.535011386498808 3.9642440285533658 1.7704439815133799 5.4318791785044693 leaf_count=13 309 35 27 40 18 43 13 27 6309 113 33 193 54 13 30 23 20 58 13 181 34 56 43 36 73 35 33 38 6 81 internal_value=-2.05305e-05 0.00738309 0.0129335 0.0234644 0.00392901 -0.00587072 -0.0208956 -0.0281207 -0.0004313 0.00310873 0.00423387 -0.00168265 -0.0285959 0.0211496 0.00544369 -0.0138405 -0.00123969 0.00210182 0.000592438 -0.000597401 -0.00380158 -0.00102615 -0.0309345 -0.00732672 0.0129763 -0.0128667 0.0138782 0.00330971 -0.00894845 -0.0119641 internal_weight=447.349 23.5152 20.9179 13.4087 5.98428 7.50922 5.16921 2.85998 423.833 110.691 107.79 313.142 5.07046 12.0651 6.71267 4.2245 308.072 95.7246 89.5059 86.8574 68.1266 61.8046 6.322 43.4407 9.3124 34.1283 18.3638 12.8288 31.2211 29.4506 internal_count=8000 216 181 112 72 69 56 45 7784 1208 1095 6576 247 99 66 53 6329 996 938 925 744 667 77 540 109 431 127 94 396 390 is_linear=0 shrinkage=0.05 Tree=367 num_leaves=31 num_cat=0 split_feature=78 241 241 104 617 59 52 7 77 33 242 242 6 242 24 106 118 241 31 39 239 10 10 32 57 625 32 12 239 31 split_gain=0.544204 0.72642 1.15346 1.70116 1.30366 1.40857 1.13814 1.19769 1.11793 0.906099 1.27959 1.68745 1.20939 1.0717 1.03082 1.28154 2.21408 0.796442 0.889684 1.21495 0.77444 0.73096 0.807925 0.878182 1.17359 0.703202 1.13327 1.93772 1.55329 1.45691 threshold=1.0000000180025095e-35 137250.00000000003 74625.000000000015 1.0000000180025095e-35 0.99999654274720229 0.008550000000000002 0.012850000000000002 44750.250000000007 3.5000000000000004 0.32885910741650776 0.21612380952380952 0.13883095238095239 1278468.0000000002 0.060133333333333309 14.500000000000002 2.5000000000000004 1.0000000180025095e-35 37181.250000000007 0.40035519715091999 1.0000000180025095e-35 0.083444701848494618 -12498.999999999998 -15730.499999999998 0.43389724364250071 0.017750000000000005 11248.222500000002 0.61897630985255747 -4010.4999999999995 0.093355414906709969 0.56366014157286604 decision_type=10 2 2 8 10 8 10 2 10 10 2 2 2 2 2 8 2 2 8 8 8 2 2 8 10 8 8 2 10 10 left_child=25 2 9 4 5 -4 7 -7 -5 14 11 13 -12 -11 15 17 -17 -2 -19 -20 -13 22 23 -3 -25 26 27 29 -29 -1 right_child=1 21 3 8 -6 6 -8 -9 -10 10 12 20 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.045741759359786548 -0.010806240565193519 0.036277231352074078 0.045186314423219999 -0.015250977071839833 0.030503310642764271 -0.05873585609648399 0.0023396299459018657 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380.59373584450077 7.0052421569052958 2.2860119719262011 4.3021132657304406 0.76093225157819677 leaf_count=109 22 17 9 32 20 156 43 25 15 9 105 32 8 66 40 45 13 16 19 38 77 32 21 38 22 6698 138 49 63 23 internal_value=-1.84516e-05 0.00501821 0.00214943 -0.0109525 -0.0243814 -0.0319439 -0.0385594 -0.0495048 0.0159508 0.0077444 -0.00470516 0.0051449 -0.0387076 -0.0346219 0.014345 0.00714954 -0.0173988 0.0170163 0.0246012 0.0123082 0.0194691 0.0182418 0.0270455 0.012257 -0.012226 -0.000624368 0.00922253 -0.0013006 0.0150276 -0.0300055 internal_weight=445.807 47.8719 39.3378 11.7717 7.8522 6.90129 6.35612 5.01422 3.91947 27.5661 9.55129 7.4059 2.14539 1.96121 18.0148 13.2274 3.79228 9.4351 7.41394 4.93039 5.44469 8.53414 6.26609 3.73321 1.84879 397.935 17.3409 10.3356 6.58813 3.74751 internal_count=8000 920 790 300 253 233 224 181 47 490 297 184 113 75 193 153 58 95 73 57 109 130 98 77 60 7080 382 244 112 132 is_linear=0 shrinkage=0.05 Tree=368 num_leaves=31 num_cat=0 split_feature=131 0 81 13 81 40 12 19 81 242 12 5 207 242 23 8 62 10 13 12 9 78 132 31 14 37 9 36 234 12 split_gain=0.542109 1.23323 1.2083 2.05899 1.26607 2.05138 1.41008 1.86241 1.80495 1.62111 1.30699 1.47656 0.80002 2.71363 2.62855 3.00434 2.59147 2.47937 3.07623 3.00054 2.22971 1.95117 1.92146 2.69288 1.79498 1.65252 1.50965 1.49827 1.62488 1.35396 threshold=1.0000000180025095e-35 110597.50000000001 -1555.4999999999998 -4456.4999999999991 -6.4999999999999991 0.071400000000000019 -4391.4999999999991 1.0000000180025095e-35 -42.999999999999993 0.070083333333333317 -2348.4999999999995 154800.00000000003 1.0000000180025095e-35 0.30436666666666673 2.5000000000000004 551250.00000000012 0.018200000000000004 -13772.499999999998 -4217.4999999999991 -2575.4999999999995 0.0073175000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.14831277365138276 6.5000000000000009 0.64300000000000013 0.011311499999999952 0.98235000000000017 1.0000000180025095e-35 -8961.4999999999982 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 10 2 8 10 10 2 10 2 2 left_child=12 2 3 -2 6 -6 7 8 9 -4 -8 -12 -1 14 16 -16 17 20 -19 22 -14 -15 23 -20 -17 26 -18 -27 -29 -22 right_child=1 -3 4 -5 5 -7 10 -9 -10 -11 11 -13 13 21 15 24 25 18 19 -21 29 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.00042795104841049597 0.03789090290837846 -0.039450998930968255 0.048618947194958739 -0.05588610437353253 0.030933765105615681 -0.060136820769924416 0.039955572562116341 0.032720981500152069 0.043018851762322251 -0.061277123281413881 -0.041629949332062967 0.029134148097794001 0.0013995792421840165 -0.0647160871679337 0.028675930210255274 -0.073047240539376709 -0.021718054599155781 0.03458846167487243 0.041637149717846912 -0.056771372415419408 -0.001996600567412193 0.014092431730313505 0.026485543444642237 -0.053586146899129619 0.012484805862763338 -0.047219355560459884 0.032626411366976214 0.02780175817103997 -0.038155590315005337 -0.058877676355630064 leaf_weight=364.61315524076963 0.91293802128348067 1.3264088961004734 0.3955559618771084 1.6311346518050474 1.1305193011648911 1.3648688535322433 8.2133688390604291 2.4072227778524393 0.75845550745726598 2.2129948757064994 1.1978990830248126 1.9166225639637557 2.8226844684104409 3.1115800988045512 10.3190059485496 1.3033564112265588 1.5798545693978647 3.622421605628916 1.0496173277497285 3.4859589488478404 1.2343492351937984 1.0505728180287404 3.4655590793117881 2.5370831834006822 1.1587296007201073 2.0239025017945087 6.6868314578023273 2.7312530819763197 1.4188328718009868 6.8630082832824009 leaf_count=6526 20 53 4 97 12 50 65 35 4 80 32 35 40 92 86 29 39 35 6 62 28 17 26 62 12 83 86 41 48 195 internal_value=-1.74975e-05 0.00737853 0.0101839 -0.0222343 0.0143923 -0.0188779 0.0192468 -0.00086243 -0.0248727 -0.0446127 0.0294972 0.00191705 -0.000429701 -0.00596788 -0.00287577 0.0168348 -0.00925011 -0.0189653 -0.00516014 -0.0188234 -0.0368672 -0.044824 -6.55425e-05 -0.0257199 -0.0327934 0.00762331 0.0222406 -0.0119485 0.00525224 -0.0502068 internal_weight=444.546 23.468 22.1416 2.54407 19.5975 2.49539 17.1021 5.77423 3.36701 2.60855 11.3279 3.11452 421.078 56.4646 52.3024 12.7811 39.5214 25.0807 14.1606 10.5382 10.92 4.16215 7.05226 3.5867 2.46209 14.4407 8.26669 6.17399 4.15009 8.09736 internal_count=8000 487 434 117 317 62 255 123 88 84 132 67 7513 987 878 127 751 454 191 156 263 109 94 68 41 297 125 172 89 223 is_linear=0 shrinkage=0.05 Tree=369 num_leaves=31 num_cat=0 split_feature=241 167 12 12 242 242 6 45 76 240 243 12 107 11 32 32 10 33 241 33 30 243 77 107 49 240 77 77 47 6 split_gain=0.527803 1.57856 1.42009 3.53986 2.65123 2.56672 2.27358 2.78128 2.0914 1.75184 4.27369 1.9813 2.58132 1.57916 2.17893 1.52783 2.32157 3.02464 1.46333 1.47113 1.45571 1.99862 1.59572 3.72132 1.35995 1.34336 4.68353 1.20103 1.14736 1.13876 threshold=43762.500000000007 1.0000000180025095e-35 -4048.4999999999995 -4676.4999999999991 0.30111686991869929 0.34820777777777784 247387.50000000003 0.063850000000000004 0.013150000000000002 0.16388798762108223 0.045050865919936109 -690.49999999999989 1.5000000000000002 -3175.4999999999995 0.40378291284944273 0.42316855929960856 -10954.999999999998 0.36144490647871014 32456.250000000004 0.16097600531655851 1.0000000180025095e-35 0.039027776958557907 1.5000000000000002 1.5000000000000002 0.059750000000000004 0.25009266123054114 1.0000000180025095e-35 10.500000000000002 0.042650000000000007 563940.00000000012 decision_type=2 2 2 2 2 2 2 8 8 2 2 2 8 8 10 10 2 10 2 10 2 2 10 8 8 2 10 10 10 2 left_child=1 2 3 6 9 -6 8 -8 -1 29 -11 15 -13 -7 -15 18 17 25 19 -12 22 -22 23 -9 -5 -17 -27 -2 -10 -4 right_child=27 -3 4 24 5 13 7 20 28 10 11 12 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.042703097775538261 -0.00070290734451947784 0.052033481200507818 0.052438345659046953 0.017981212575016319 -0.056321427158118123 0.04071938422779868 -0.047204480461768478 0.021271530799162067 -0.049594974716794693 -0.051779973817540605 0.028571513320983018 -0.068580432939222932 0.006377145511935807 0.011659520402585236 -0.059809269969003855 0.037601187772324206 0.032310643876088299 -0.058128310544866703 0.037938064115943367 -0.017518523108444733 0.019309438165277974 -0.059910759627596191 0.032650085287584264 -0.05122230079005146 -0.060893833327867977 -0.071266622452079806 0.032946572469851186 -0.0422376422389334 0.02524141103828936 0.014630245087862679 leaf_weight=0.88933015987277286 347.6231534613471 1.6339485925855104 3.9401006142143151 0.64629340410465275 2.8979588209185732 1.7611759798601268 2.1443933274422333 7.2068224826362028 4.2951723544392735 2.8122392088116603 4.029237399809058 1.6198417691048295 3.947618237696588 2.8560122025664896 1.7020374205894766 2.3371995980851263 4.9238798808655764 2.426865782297682 10.981813446967861 3.0357260275632143 1.6563600843073794 1.5330348323332144 9.1871322045335528 2.3466820754692899 3.5389085566275753 1.8091895566321907 2.6680479983333498 1.7492398111498904 0.58151029597502191 4.0272317228082102 leaf_count=9 6508 8 16 12 66 22 76 91 175 84 23 41 42 28 53 14 37 99 57 39 24 34 79 83 107 29 24 40 12 68 internal_value=-1.8154e-05 0.00331984 0.0024528 -0.0056507 0.00722513 -0.017359 0.000388996 0.00714333 -0.0278119 0.0118916 0.00768409 0.0121105 -0.0154316 0.000508942 -0.0150279 0.0168708 0.00457981 -0.0101955 0.0265182 0.0087672 0.0124576 -0.018769 0.017772 0.00346446 -0.0487137 0.00687506 -0.00916453 -0.000910864 -0.0406713 0.0333276 internal_weight=442.808 93.4358 91.8018 34.0256 57.7762 9.21718 29.8404 24.0744 5.76601 48.559 40.5917 37.7794 5.56746 6.31923 4.55805 32.212 14.1652 9.2413 18.0468 7.06496 21.93 3.18939 18.7406 9.5535 4.1852 6.81444 4.47724 349.372 4.87668 7.96733 internal_count=8000 1452 1444 702 742 169 583 387 196 573 489 405 83 103 81 322 203 166 119 62 311 58 253 174 119 67 53 6548 187 84 is_linear=0 shrinkage=0.05 Tree=370 num_leaves=31 num_cat=0 split_feature=219 242 0 240 107 111 242 116 4 0 242 33 9 162 50 7 80 0 10 81 32 31 240 62 675 135 242 10 43 71 split_gain=0.525972 0.577831 1.23044 0.974538 1.29008 2.0584 0.842686 0.760247 2.34647 3.5214 3.28407 2.81597 3.47273 2.75754 2.31323 2.22449 2.76473 2.16108 2.10992 3.16984 2.02946 1.7103 1.60164 2.65651 2.57491 1.77076 2.11623 2.22242 1.74498 1.99285 threshold=1.0000000180025095e-35 0.049040028490028455 108098.50000000001 1.1491610687661209 1.5000000000000002 1.0000000180025095e-35 0.050087500000000007 1.0000000180025095e-35 1.0000000180025095e-35 107718.50000000001 0.13883095238095239 0.45521539971942787 0.0083519999999999515 1.0000000180025095e-35 0.98135000000000006 29988.000000000004 1.0000000180025095e-35 101798.50000000001 -13829.499999999998 -445.49999999999994 0.50938743943024811 0.37093930084346122 0.68922197220810866 0.049150000000000006 9178.8750000000018 1.0000000180025095e-35 0.099505555555555569 -11031.499999999998 0.10535000000000001 0.057250000000000002 decision_type=2 2 2 2 10 2 2 2 2 2 2 10 2 2 10 2 8 2 2 2 10 10 2 10 8 2 2 2 10 8 left_child=1 2 3 -1 5 -5 -3 8 9 11 -11 12 -8 18 17 16 -14 -13 19 -10 -17 -20 -9 24 -24 -26 -27 -28 29 -25 right_child=-2 6 -4 4 -6 -7 7 22 13 10 -12 14 15 -15 -16 20 -18 -19 21 -21 -22 -23 23 28 25 26 27 -29 -30 -31 leaf_value=0.042415462019163519 0.023159544656825886 -0.042608121163066635 -0.032405328930320484 -0.062376949491396799 0.034547798135076017 0.034134702197813553 0.017316507694549805 0.0015987455500919426 -0.057363375008345298 -0.0063249210239421788 -0.056103984126153444 -0.033436240019433523 -0.055214370652836978 -0.044456574757711843 -0.053824075467104937 0.013005960124529134 0.021181221040430704 0.028472525576650327 0.027391408672168771 0.014674663353336212 -0.046346129255429497 -0.021055959560089047 0.050114195198258396 -0.018086288242080133 0.003160986652127923 -0.057996022426853804 -0.055815042708743962 0.029876491769431291 -0.054684477070009577 0.029959322211572149 leaf_weight=3.0191802503541094 2.4342207225272423 1.1794429611763906 1.2834700977546161 1.2787946024909618 1.9935633899585807 0.97270772559568275 6.2312908281746813 329.14984826039108 2.4107787810353329 6.1337210675119405 7.205537868256215 1.6143554304144334 7.5238441321998808 2.3464423165569306 1.1366321892710392 4.69717227295041 1.4055195464752621 11.115915339760248 15.140190304111458 4.1657470313366565 2.0772145832306705 2.0708405777259022 1.018023104756139 3.2705479243159035 2.7189863336388944 6.7868251287181938 1.3548551982385109 1.713665062561631 1.0357682119647496 6.346204573084834 leaf_count=32 28 46 46 45 33 6 61 5611 107 130 219 64 148 71 80 37 14 212 147 67 65 69 8 125 58 223 76 13 57 102 internal_value=-1.80718e-05 -0.000146767 0.0127259 0.0206999 0.00525528 -0.0206814 -0.000402745 -0.000286621 -0.00484899 -0.0112867 -0.0332143 -0.00311679 -0.0142662 0.00725619 0.0145196 -0.0267983 -0.0431894 0.0206217 0.0123572 -0.0117326 -0.00519303 0.0215622 0.00068519 -0.0117173 -0.0263692 -0.0325613 -0.0424168 -0.00795921 0.0069782 0.0136196 internal_weight=440.831 438.397 8.54772 7.26425 4.24507 2.2515 429.849 428.67 75.2752 49.1412 13.3393 35.8019 21.935 26.134 13.8669 15.7038 8.92936 12.7303 23.7876 6.57653 6.77439 17.211 353.395 24.2449 13.5924 12.5743 9.85535 3.06852 10.6525 9.61675 internal_count=8000 7972 162 116 84 51 7810 7764 1491 1030 349 681 325 461 356 264 162 276 390 174 102 216 6273 662 378 370 312 89 284 227 is_linear=0 shrinkage=0.05 Tree=371 num_leaves=31 num_cat=0 split_feature=32 7 33 0 10 13 33 43 63 24 240 240 57 11 240 63 35 46 74 13 9 81 33 4 66 51 240 240 57 144 split_gain=0.526178 2.1554 1.59116 2.0683 1.07983 2.12383 1.63271 0.737094 1.90191 2.40386 1.6307 1.82481 1.28888 1.90732 1.27927 1.54857 2.19343 1.07792 1.34632 1.33943 1.12124 1.02588 1.02198 0.969203 3.00727 2.61098 2.37036 3.23569 3.95569 2.59509 threshold=0.071899890026603006 32661.000000000004 0.41447195257438385 104346.00000000001 -12399.499999999998 -4131.4999999999991 0.5858650245154885 0.019550000000000001 0.023000000000000003 15.500000000000002 0.56687176697923547 0.27142710437999795 0.010500000000000001 -2000.4999999999998 0.10480478933931291 0.11225000000000002 0.034950000000000009 0.03280000000000001 0.014550000000000002 -2278.4999999999995 0.020479500000000001 -2036.9999999999998 0.27284918096607808 1.0000000180025095e-35 0.026550000000000001 0.67005000000000015 0.41682110205090195 0.35007002801120451 0.053450000000000004 1.0000000180025095e-35 decision_type=10 2 8 2 2 2 8 8 8 2 2 2 10 10 2 10 8 10 10 2 2 2 8 2 8 8 2 2 10 2 left_child=1 2 3 -1 5 -4 -7 8 9 22 11 14 13 -13 -10 16 -16 18 23 20 -20 -12 -2 26 25 -25 27 29 -29 -9 right_child=7 -3 4 -5 -6 6 -8 17 10 -11 21 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.017083501954996218 0.0072596736256322616 -0.035830333988497179 0.034049629710129987 -0.042412558577228483 0.034607864075982896 0.022159548946872668 -0.051392885106337285 -0.002608095421005702 0.041897473156652966 0.020356069675910103 0.029912915339340831 -0.053643154115206683 0.039187915174247419 0.022285721005376014 0.033416082522056342 0.026741939679788412 -0.047117234269115522 -0.041419318303444919 -0.054643025307342212 0.039024282408187477 0.01751929277687574 -0.041626703249765362 -0.056653379377276249 0.014220380891416723 0.0044152897101337107 -0.045606782420631847 0.0041806498559622037 -0.037920990100623095 0.018786819101373618 -0.035698557719883381 leaf_weight=3.3404016862623456 0.79351296834647955 2.5631113436538717 3.4791651599225624 2.5959765263833106 7.6882866080850309 1.241219303570688 1.9240521925967184 147.82536559754044 1.3539660579990656 2.4781816473405343 0.66671448119450394 1.0034221237001464 9.1939362561679427 4.706420338479802 1.1214816843857986 1.8694524433230979 3.4357374581231852 1.6447532260935975 0.83972375313169356 4.1029300308437078 1.4995582273695616 2.017610203503863 2.9533579941489734 2.6759440725436408 117.15833747648867 5.7259500197396855 78.239456155184598 14.669625538968832 3.8908711816038695 6.1723628541512872 leaf_count=28 14 35 29 27 46 14 37 2742 21 39 20 83 76 74 18 40 167 72 49 44 42 104 152 60 1757 188 1452 359 74 137 internal_value=-1.9624e-05 0.00737065 0.0128336 -0.00893411 0.0218494 0.00708661 -0.0225503 -0.000425203 0.00691623 -0.017849 0.0129932 0.0173539 0.0276004 0.00894232 -0.00227313 -0.011579 -0.0272989 -0.00102852 -0.000854979 0.0218093 -0.00838456 -0.0238582 -0.0431179 -0.00124293 0.00234309 -0.0265523 -0.00303825 -0.00631136 -0.0260332 -0.00393439 internal_weight=438.871 22.8322 20.2691 5.93638 14.3327 6.64444 3.16527 416.039 31.5938 6.22505 25.3687 22.6844 14.9038 5.70984 7.78064 6.42667 4.55722 384.445 382.8 6.44221 2.33928 2.68432 3.74687 376.358 125.56 8.40189 250.798 172.558 18.5605 153.998 internal_count=8000 216 181 55 126 80 51 7784 808 205 603 479 233 157 246 225 185 6976 6904 135 91 124 166 6769 2005 248 4764 3312 433 2879 is_linear=0 shrinkage=0.05 Tree=372 num_leaves=31 num_cat=0 split_feature=633 1 216 12 242 33 10 239 81 242 242 107 33 148 6 33 243 34 240 14 11 241 13 7 32 24 52 32 10 81 split_gain=0.538925 0.578608 1.52817 1.42637 1.51244 2.22393 2.17472 2.17684 3.46878 3.45149 3.58307 2.83634 4.66702 2.51513 2.25659 2.52717 2.24224 2.34412 3.44654 2.61081 2.41604 2.33157 2.42792 2.14083 2.11715 2.6366 2.08291 1.99926 1.9632 1.87802 threshold=-79.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -12020.999999999998 0.31931666666666675 0.79047762994183202 -22149.999999999996 0.025363815782715401 -257.49999999999994 0.23305333333333331 0.25120714285714291 4.5000000000000009 0.836761684475821 1.0000000180025095e-35 284395.50000000006 0.27716319182680405 0.032455102949360007 0.052050000000000006 0.24000192003072052 1.5000000000000002 -446.49999999999994 44850.000000000007 -399.99999999999994 29988.000000000004 0.40378291284944273 13.500000000000002 0.04055000000000001 0.53198595042860786 -18920.499999999996 -1502.4999999999998 decision_type=10 2 2 2 2 8 2 10 2 2 2 8 8 2 2 10 2 8 2 8 8 2 2 2 8 2 8 8 2 2 left_child=1 2 3 -1 6 -6 29 8 14 11 -11 12 16 -12 -8 -16 27 -18 -19 -20 21 24 28 -17 -21 -26 -13 -9 -23 -5 right_child=-2 -3 -4 4 5 -7 7 9 -10 10 13 26 -14 -15 15 23 17 18 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.056340723512542427 0.02614240244529982 -0.0016426892285618018 -0.046818365301828611 0.01743709202579137 0.033666964519282923 -0.023545574536286897 -0.048567553057212311 0.033226104428832642 0.028924670436985628 -0.071670472811847727 0.0033117658635369029 -0.030517130527694225 -0.056253065924889316 -0.062212700289903972 0.024156080328308394 -0.060244709377785748 0.022711908684114851 -0.048622634031630356 -0.07094136220710337 0.039870928353519686 -0.052036918605924215 -0.060330907860182796 0.030966460189000247 0.0034095357368609091 -0.066878505373582781 0.033416700881547162 0.017731521833348016 -0.017555908127836656 -0.0059970310171646828 -0.053109947231051363 leaf_weight=1.0234571180480987 1.9596872568363313 258.73770582558427 1.5840799072757352 1.3355505764920961 8.0259540114784578 2.154518101888244 2.347949370276182 8.147323432087429 17.989801089395769 3.1306851092667776 7.3571370553981961 2.4046968512702724 3.8864074211160178 1.8284958278673 7.2907984724733961 2.111109261168167 7.4941927276813649 4.5811737340263781 1.3927746153494798 6.2302222966682139 2.2651329684886141 1.7484077364206161 4.3349273942294664 3.5288247917196713 1.2339609196642425 1.3972734143026171 32.051178129971959 2.543151613586816 33.838364135401207 3.2125891535542896 leaf_count=67 24 5245 34 32 79 48 67 61 151 87 100 65 107 51 54 62 104 104 44 29 49 69 41 66 39 14 289 144 563 111 internal_value=-1.92514e-05 -0.000137054 0.00207048 0.00251331 0.00285976 0.0215589 0.00169673 0.00267106 0.0140457 -0.000335464 -0.0254758 0.00239143 -0.00282435 -0.00973156 -0.00347337 0.00471478 -6.33524e-05 -0.00357771 -0.00703284 -0.00339962 -0.00155685 0.000787078 -0.00436293 -0.0204172 0.0239883 -0.0136184 0.0143642 0.0211456 -0.0086665 -0.032394 internal_weight=437.168 435.208 176.47 174.886 173.863 10.1805 163.682 159.134 33.2685 125.866 12.3163 113.549 79.0933 9.18563 15.2787 12.9307 75.2069 64.5164 57.0222 52.4411 51.0483 48.7832 39.9217 5.63993 8.86146 2.63123 34.4559 10.6905 35.5868 4.54814 internal_count=8000 7976 2731 2697 2630 127 2503 2360 400 1960 238 1722 1368 151 249 182 1261 1056 952 848 804 755 673 128 82 53 354 205 632 143 is_linear=0 shrinkage=0.05 Tree=373 num_leaves=31 num_cat=0 split_feature=78 10 30 239 10 243 11 31 0 243 9 10 9 32 43 32 34 235 32 9 76 33 10 242 52 31 31 241 32 159 split_gain=0.538269 0.738694 2.20172 2.15524 2.11587 2.25622 2.17868 2.00565 3.85853 2.2243 1.9057 3.40109 2.85056 3.15352 1.74144 1.79723 3.8497 1.57875 1.49287 1.43093 2.56368 1.60945 1.43644 1.38584 1.27628 1.2295 1.12006 2.81333 1.32367 1.14114 threshold=1.0000000180025095e-35 -20931.499999999996 1.0000000180025095e-35 0.076683011489320121 -20196.499999999996 0.092169944750567709 -570.49999999999989 0.62008633520178458 109952.50000000001 0.032418748203879556 0.014870499999999951 -23050.499999999996 0.019394999999999954 0.11692288154212926 0.020950000000000003 0.58254936206073116 0.08160000000000002 1.0000000180025095e-35 0.23764920978420853 0.022712500000000004 0.30130000000000007 0.29184269380725553 -22149.999999999996 0.041902380952380906 0.04685000000000001 0.86761551163792494 0.71719326328339561 123525.00000000001 0.30248840053627774 1.0000000180025095e-35 decision_type=10 2 2 8 2 2 10 8 2 2 2 2 2 10 10 8 10 2 8 2 8 8 2 2 10 10 10 2 10 2 left_child=1 2 3 -1 5 6 18 -5 9 17 14 23 13 -13 15 -11 -17 -9 -3 -14 22 -22 -21 -12 -16 26 29 -28 -29 -6 right_child=-2 4 -4 7 25 -7 -8 8 -10 10 11 12 19 -15 24 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.037930733388379004 0.0050962134712788307 -0.0083361343179725062 -0.058778321681171919 0.038134014824908614 0.00071992070665076154 0.050213563814751838 0.016877694686725453 -0.056664295098562002 -0.052321849461629759 0.034724780160425087 0.043134333928236526 0.054103191622915693 0.034524441035162723 -0.052445108254769973 -0.054994986579025441 -0.064082259113354245 0.052588524827386011 0.01911232140070121 -0.058272146438585415 0.039528603816425589 0.026695068209519397 -0.060521053381178053 -0.023710716241276131 -0.059129133191065421 0.025341682009507416 0.044001557290909099 -0.054484939060863657 0.0514664886058969 -0.022452856303568608 -0.007309731456172708 leaf_weight=4.8992231332522342 45.98209783789207 2.1021396747091776 1.3312060882744834 3.7784566700574933 263.640396196457 0.92795945348916653 1.8485446502745588 2.382277181895915 3.2439958408140219 11.987143139296677 0.37183843553065843 0.88095596432686818 6.4559615267207828 3.2802949126344174 1.234384207738912 1.5116436779499065 1.3283366749674312 0.96610690362285812 5.1967002163437428 3.6753363129682826 0.72590926080010865 1.949646477558417 1.1882642865239188 3.0381498966380605 0.82465692190453399 1.5236937306035532 3.1428785669122581 1.3032615622505548 1.1313780763302927 53.170882411650382 leaf_count=73 920 22 59 37 4378 15 24 106 138 82 2 2 54 90 71 66 6 29 220 44 5 63 52 167 16 28 266 6 83 876 internal_value=-1.96261e-05 -0.000624284 0.00474203 0.00631601 -0.00150885 -0.0240737 -0.0316098 0.00314361 0.000208542 0.00428521 0.00768873 -0.00216071 0.00644432 -0.0298883 0.0202681 0.0262517 -0.00951213 -0.0348005 -0.0438901 0.0172473 0.00245251 -0.0368583 0.0240781 -0.0479779 -0.0228197 -0.00080697 -0.00101875 -0.0232304 0.0171161 -0.000627707 internal_weight=435.024 389.042 55.0538 53.7226 333.988 10.0753 9.14738 48.8234 45.0449 41.8009 38.4525 21.5664 18.1564 4.16125 16.8862 14.8271 2.83998 3.34838 7.29884 13.9951 7.53916 2.67556 4.8636 3.40999 2.05904 323.912 322.389 5.57752 2.43464 316.811 internal_count=8000 7080 1162 1103 5918 281 266 1030 993 855 720 479 310 92 241 154 72 135 242 218 164 68 96 169 87 5637 5609 355 89 5254 is_linear=0 shrinkage=0.05 Tree=374 num_leaves=31 num_cat=0 split_feature=81 57 77 43 118 36 33 31 77 239 11 9 33 36 10 29 164 10 125 83 31 33 13 241 193 242 123 0 11 75 split_gain=0.523094 2.23825 1.64644 1.26663 1.02586 1.90538 0.880884 0.836766 0.636144 2.27327 2.69577 2.51558 2.38717 1.90487 2.42962 2.21823 1.90088 2.20917 1.97233 1.74206 2.77963 1.71489 2.1558 1.66966 1.62252 2.54575 1.63848 3.20323 2.17541 1.94046 threshold=-2495.4999999999995 0.05075000000000001 1.0000000180025095e-35 0.016450000000000003 1.0000000180025095e-35 0.98535000000000006 0.054585189258552158 0.53770564687147659 2.5000000000000004 0.048548848301339161 -582.49999999999989 0.019394999999999954 0.496567359222502 0.97645000000000015 -14156.999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -19047.999999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.32075984855464151 0.45342730970937667 -4565.4999999999991 41751.000000000007 1.0000000180025095e-35 0.34280117647058828 1.0000000180025095e-35 111137.50000000001 -5378.4999999999991 0.029300000000000003 decision_type=2 10 8 8 2 8 8 10 10 10 8 2 10 10 2 2 2 2 2 2 8 10 2 2 2 2 2 2 8 10 left_child=1 2 4 -4 5 -1 -5 -7 24 12 11 13 21 14 -11 23 17 -13 -19 -14 -21 22 -10 -16 26 -26 27 28 -2 -30 right_child=8 -3 3 6 -6 7 -8 -9 9 10 -12 16 19 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.039515941156532841 -0.054814028389179627 -0.057365689934697331 0.03677645940085212 0.02810614732115695 0.050498306100552705 -0.056140534237262785 -0.045850121979184498 0.014915470403458201 -0.039761029818768459 -0.048802079167787817 -0.076871768475304303 -0.058588163436628177 0.011293747512397992 0.0062065601475015915 0.01084419477542977 0.015242363908191595 0.029145503240544116 0.010200866110717688 -0.055562120564174089 0.038926755092706641 -0.057226150023156078 0.042953135044841328 0.016400377059760263 -0.049045124158067187 -0.056877855779381828 0.039274883517937925 0.0017831182000235927 -0.05964454415344398 -0.0055914964544813723 0.015906436823143875 leaf_weight=2.7763797430161476 2.0977544210363703 1.1183545929670788 0.96038629414397414 0.50526950508356128 3.3320815019396832 1.0259246559435267 1.9821081404334107 0.69501124547969073 1.8268805209081609 5.9197888066119075 1.2293061427772034 1.4822181346535241 4.0168332699104212 8.298389428353401 1.675963682821022 5.0259505534777418 8.0542493530083465 14.954429124802118 1.2342346905788879 0.98070125107187589 3.2178041403312818 5.6458538270089766 26.420420859183654 3.8080858457251452 2.8810994068189753 0.9045013547874986 201.7227159338363 2.6781687678885637 104.93296789578017 11.663347979818353 leaf_count=56 172 77 21 3 38 58 144 24 47 177 21 74 94 179 20 62 86 231 85 12 168 27 232 67 131 8 3050 121 2221 294 internal_value=-2.02853e-05 0.010103 0.0167939 -0.0119959 0.0294718 0.0138931 -0.0308271 -0.0274441 -0.000318578 0.00331128 -0.00371503 -0.00193255 0.0119352 -0.01332 -0.0231825 -0.00875225 0.0090136 -0.000162358 0.00518705 -0.0122456 -0.0347664 0.0177963 0.0127682 -0.0307425 -0.00136009 -0.0339039 -0.000978781 -0.0055691 -0.00434897 -0.00344102 internal_weight=433.067 12.3955 11.2772 3.44776 7.8294 4.49732 2.48738 1.72094 420.672 93.7911 51.6826 50.4533 42.1085 24.7282 16.4298 10.51 25.7251 17.6709 16.1887 8.21534 4.19851 33.8932 28.2473 5.48405 326.881 3.7856 323.095 121.372 118.694 116.596 internal_count=8000 421 344 168 176 138 147 82 7579 1582 1002 981 580 505 326 149 476 390 316 274 180 306 279 87 5997 139 5858 2808 2687 2515 is_linear=0 shrinkage=0.05 Tree=375 num_leaves=31 num_cat=0 split_feature=33 0 85 14 0 239 239 212 9 243 10 10 5 33 79 41 33 241 242 243 10 7 21 33 239 33 78 81 243 6 split_gain=0.529208 1.50688 1.27708 2.16145 1.17604 1.22819 4.96844 1.87682 1.84561 2.23114 1.94817 2.1578 1.68373 1.97793 1.59932 1.54535 2.6039 1.39678 1.46816 2.13109 2.31844 2.16067 2.41926 2.34433 1.75895 1.9424 1.81175 2.01529 1.64553 2.42954 threshold=0.32885910741650776 110641.50000000001 1.0000000180025095e-35 9.5000000000000018 110394.50000000001 0.051940436891028056 0.059372799597692358 1.0000000180025095e-35 0.031945000000000008 0.038292490886998758 -18753.999999999996 -21193.499999999996 90144.000000000015 0.21579268234998664 3.5000000000000004 0.14790000000000003 0.15616460085750158 32456.250000000004 0.19849285714285717 0.079175716988334519 -9408.9999999999982 13727.250000000002 2.5000000000000004 0.18035487142838916 0.10137144108452456 0.11392442368259932 1.0000000180025095e-35 -290.49999999999994 0.052356920876085206 788782.50000000012 decision_type=8 2 2 8 2 8 8 2 2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 10 10 10 10 2 2 2 left_child=1 4 -2 -4 5 -1 -7 8 10 -10 11 15 13 -12 -13 16 -8 -14 19 20 21 -19 24 -24 -23 -26 27 -27 29 -20 right_child=2 -3 3 -5 -6 6 7 -9 9 -11 12 14 17 -15 -16 -17 -18 18 28 -21 -22 22 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.011239455058258694 -0.00076180629455658243 0.019684456303803298 0.039683435009537638 -0.060025604022493941 -0.03767322311581052 -0.072738281376894157 0.026529330686172466 0.043715330780793496 0.026320245555170891 -0.055386934575908091 0.00045929872857968543 -0.054728740256714203 0.04444760969583883 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44 11 10 22 83 44 87 13 36 14 20 44 33 18 60 30 41 21 55 8 53 14 18 39 52 internal_value=-2.11994e-05 0.00292582 -0.00106235 -0.0344027 0.000928859 0.0016861 -0.00157203 0.000800703 -0.000735197 -0.0328986 0.00135216 -0.0179008 0.0052719 -0.0184585 -0.0406392 0.00383111 -0.0168586 0.00857996 0.00651121 0.000283376 0.00410082 0.00814567 0.00081324 -0.024749 0.0123012 -0.00598309 -0.0198885 -0.0377824 0.0197568 0.00263288 internal_weight=431.191 112.567 318.625 2.84655 100.581 98.6463 73.5593 71.1859 68.7262 4.18841 64.5378 10.9168 53.621 6.56036 5.33485 5.58193 3.44887 47.0606 44.4943 30.2645 27.9507 25.9067 20.5959 6.38605 14.2099 6.83062 5.37003 3.89241 14.2298 7.06445 internal_count=8000 1254 6746 115 1144 1110 870 826 816 105 711 176 535 80 101 75 55 455 442 333 273 243 210 76 134 93 85 71 109 70 is_linear=0 shrinkage=0.05 Tree=376 num_leaves=31 num_cat=0 split_feature=131 0 81 13 81 40 12 19 81 242 12 5 14 107 242 32 0 12 0 14 33 24 76 62 11 9 81 241 64 14 split_gain=0.512524 1.11264 1.13082 1.84155 1.18888 1.85095 1.23271 1.71217 1.70094 1.31129 1.12269 1.31461 0.751594 1.53522 1.04013 2.59917 1.1906 1.20489 1.0423 0.89273 1.65546 0.906878 2.0677 2.83732 1.81004 1.82029 2.63019 2.58281 2.87073 2.79154 threshold=1.0000000180025095e-35 110597.50000000001 -1555.4999999999998 -4456.4999999999991 -6.4999999999999991 0.071400000000000019 -4391.4999999999991 1.0000000180025095e-35 -42.999999999999993 0.074853333333333313 -2348.4999999999995 154800.00000000003 20.500000000000004 5.5000000000000009 0.13982000000000003 0.43020013989626366 104839.50000000001 -3647.4999999999995 106380.50000000001 18.500000000000004 0.29184269380725553 13.500000000000002 0.043450000000000009 0.023400000000000004 -4041.4999999999995 0.011679999999999953 -2137.4999999999995 89550.000000000015 0.99675000000000014 2.5000000000000004 decision_type=2 2 2 2 2 8 2 2 2 2 2 2 10 8 2 10 2 2 2 10 10 2 8 8 8 2 2 2 8 8 left_child=12 2 3 -2 6 -6 7 8 9 -4 -8 -12 19 14 15 -14 -16 -18 -17 21 -21 -1 23 -23 -24 26 -26 29 -29 -28 right_child=1 -3 4 -5 5 -7 10 -9 -10 -11 11 -13 13 -15 16 18 17 -19 -20 20 -22 22 24 -25 25 -27 27 28 -30 -31 leaf_value=-0.0022975016360472496 0.03588347400605222 -0.038049133294440873 0.037297549066800571 -0.055425779683397958 0.029284021746387858 -0.059460287523526827 0.038820480614435826 0.032058664776583888 0.042410704580402164 -0.060618260838841934 -0.039734539172540773 0.028524754553620375 -0.07064830312063522 -0.033977197549147166 0.03480499820471767 -0.03281560844376219 -0.040136818034571857 0.020698737199709619 0.034824690356251645 -0.072873527443655106 0.0036406040891128755 0.0020867887335258503 0.023149217302297992 -0.057148877613731178 0.036511125008652605 0.0066930660479367996 0.046476170552207298 -0.05466490453717892 0.018295350438477544 -0.032981783580415744 leaf_weight=266.20460050800102 0.86632827142602797 1.2732904833392229 0.41096880126861002 1.5228777996380873 1.0820072989445138 1.2857729296665636 7.8116732258349737 2.3664336797955912 0.7385499849915601 2.0353152396855876 1.1302443335298353 1.8763724000891668 1.1362569478806133 1.7824829320306879 7.310572895468793 0.75855206137930542 1.2437676364061188 2.3549626391031784 2.2856623412517365 1.2190364005509757 1.6828035476646617 5.2271707233594471 11.913349596798069 3.2963623061659755 2.9240739267988856 72.832307960550679 1.2012687781825668 1.6129921093815909 8.2132505687186494 13.847038380088634 leaf_count=4769 20 53 6 97 12 50 65 35 4 78 32 35 27 47 71 33 46 29 33 23 46 137 293 182 48 1211 11 79 103 325 internal_value=-2.08338e-05 0.00734246 0.0100782 -0.022317 0.0142089 -0.0189067 0.0189989 -0.000155282 -0.0240913 -0.0441687 0.0288277 0.00286479 -0.000426037 0.00990591 0.0150896 -0.00611641 0.0232158 -0.000326816 0.0179702 -0.00087282 -0.0285023 -0.000665792 0.00292202 -0.0208218 0.00472026 0.00253852 -0.00834639 -0.0136195 0.00631882 -0.0266389 internal_weight=429.446 22.3998 21.1265 2.38921 18.7373 2.36778 16.3696 5.55127 3.18483 2.44628 10.8183 3.00662 407.047 16.8723 15.0898 4.18047 10.9093 3.59873 3.04421 390.174 2.90184 387.272 121.068 8.52353 112.544 100.631 27.7986 24.8745 9.82624 15.0483 internal_count=8000 487 434 117 317 62 255 123 88 84 132 67 7513 286 239 93 146 75 66 7227 69 7158 2389 319 2070 1777 566 518 182 336 is_linear=0 shrinkage=0.05 Tree=377 num_leaves=31 num_cat=0 split_feature=33 33 33 13 129 7 7 10 132 10 10 43 24 8 10 33 242 10 32 32 12 45 10 33 12 7 4 62 33 13 split_gain=0.512672 1.47363 0.802326 0.785837 0.738025 0.669732 1.09346 0.606605 0.869627 0.809813 0.734689 1.58785 2.08989 1.2651 0.968354 2.41953 3.49135 2.04246 1.87841 1.57426 3.19714 1.41464 1.17156 2.04131 1.57282 1.08371 2.00014 2.27805 2.75223 2.09581 threshold=0.83328601199036678 0.80783375724491269 0.79403880647444935 -942.49999999999989 1.0000000180025095e-35 16877.250000000004 57847.500000000007 -24357.999999999996 1.0000000180025095e-35 -24631.999999999996 -23125.999999999996 0.019250000000000003 14.500000000000002 852750.00000000012 -21980.999999999996 0.52539569308654566 0.30436666666666673 -21841.999999999996 0.37741601097813809 0.61473576461066948 -10312.999999999998 0.097150000000000014 -21535.999999999996 0.35646599251300187 -12376.499999999998 13511.250000000002 1.5000000000000002 0.10435000000000001 0.36144490647871014 -2337.9999999999995 decision_type=10 10 10 2 2 2 2 2 2 2 2 8 2 10 2 10 2 2 8 10 2 8 2 10 2 2 2 8 10 2 left_child=1 2 7 4 -2 -4 -7 8 9 -1 11 -9 13 -13 15 18 -17 -16 21 -20 -21 -12 23 -19 -24 26 27 -26 29 -29 right_child=3 -3 5 -5 -6 6 -8 10 -10 -11 14 12 -14 -15 17 16 -18 22 19 20 -22 -23 24 -25 25 -27 -28 28 -30 -31 leaf_value=0.016567346385976983 -0.052300097967749259 -0.05321940537354708 0.042496903999789441 0.048992519024575749 0.044409789974522815 -0.053137953757335134 0.052321550333252226 0.030797502893819731 0.04517298243008612 -0.060062369509597813 0.028782368064023307 -0.052324311149275396 0.024467112240924994 0.016400018137941643 -0.048588854395117287 -0.055620697141372535 0.02537306502732363 -0.023325337124316406 0.037882102674989426 0.045314375157100441 -0.056930446589601183 -0.02832373305342762 -0.055070575519207465 0.036919281265690072 0.0067319220934455642 0.00049191653723191391 0.014326615042698693 0.0058697815188112432 -0.043538667026055917 -0.026291706328695697 leaf_weight=1.2385108455455336 0.49304838018724728 1.3037141372769827 1.9997194249590386 1.2855632007122029 0.32885012438055128 0.56909756841923786 0.43266270286403596 1.5246959108335403 1.7718314459780231 0.47777038952335638 1.6717067239806116 4.2504703709710165 1.575741411274066 0.79486959653149813 2.2080421173595814 2.9869756775588021 2.3993274396052584 1.9564324103994284 10.128709130687637 1.6179271208093298 1.4495995188481137 3.0872502219863236 1.3272509339658416 4.9985543215589132 11.401328180247218 327.17323521518665 8.6443431696679891 10.489069460891189 8.5108474682347133 9.7964175939559954 leaf_count=47 57 123 24 7 4 65 3 35 14 26 15 203 36 22 61 176 34 36 67 22 68 39 108 85 281 5482 132 151 398 179 internal_value=-2.05111e-05 -0.000142271 2.07445e-05 0.0245796 -0.0136055 0.0257802 -0.00758974 -0.000162696 0.0206019 -0.00476448 -0.000335974 -0.015205 -0.0257984 -0.0414971 -4.04503e-05 0.0098494 -0.019542 -0.000637709 0.0186664 0.0283782 -0.00300274 -0.00826374 -0.000362198 0.0199725 -0.000736997 -0.000545212 -0.00749252 -0.0121846 -0.0196743 -0.00966188 internal_weight=427.894 425.786 424.482 2.10746 0.821899 3.00148 1.00176 421.481 3.48811 1.71628 417.993 8.14578 6.62108 5.04534 409.847 23.3415 5.3863 386.506 17.9552 13.1962 3.06753 4.75896 384.297 6.95499 377.342 376.015 48.842 40.1977 28.7963 20.2855 internal_count=8000 7932 7809 68 61 92 68 7717 87 73 7630 296 261 225 7334 421 210 6913 211 157 90 54 6852 121 6731 6623 1141 1009 728 330 is_linear=0 shrinkage=0.05 Tree=378 num_leaves=31 num_cat=0 split_feature=150 49 77 32 12 24 33 28 33 12 77 239 239 240 7 240 0 239 12 12 9 594 37 9 65 59 24 241 164 37 split_gain=0.508605 1.94257 1.55548 1.53559 1.3463 1.05874 0.890654 0.847177 1.08573 1.32115 0.822536 0.758556 2.38703 1.57417 2.50047 1.78414 2.85585 3.0949 1.79874 1.96329 2.29278 2.38878 2.16181 1.70352 1.56384 1.80801 2.00222 2.39327 1.80147 1.75163 threshold=1.0000000180025095e-35 0.10985000000000002 3.5000000000000004 0.44664389997845949 -2861.4999999999995 9.5000000000000018 0.29184269380725553 1.0000000180025095e-35 0.33365234483727518 -2516.4999999999995 9.5000000000000018 0.19596100291555049 0.18837649185449937 0.48361402537906034 13893.750000000002 0.45467983147066243 106893.50000000001 0.20670422716006029 -821.49999999999989 -1767.4999999999998 0.019967499999999954 -8.4999999999999982 0.69740000000000013 0.0049810000000000011 0.77525000000000011 0.0093500000000000024 15.500000000000002 65437.875000000007 1.0000000180025095e-35 0.81300000000000006 decision_type=2 8 10 8 2 2 10 2 8 2 8 10 10 2 2 2 2 10 2 2 2 10 8 2 10 8 2 2 2 10 left_child=11 10 3 7 5 -5 -7 8 -3 -10 -2 12 -1 15 -15 16 17 -13 19 20 -18 22 -22 -19 25 -25 28 -28 -27 -26 right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 13 -14 14 -16 -17 18 23 -20 -21 21 -23 -24 24 29 26 27 -29 -30 -31 leaf_value=-0.0010029592535380578 -0.046124588826872023 0.04602984470175904 -0.044752843415653054 -0.059490823472650493 -0.054608676085280722 0.033402087974066491 -0.024962360427669122 0.055553483399005621 -0.029739464685217373 0.029265042147849349 0.052008172358949972 0.031243562483321552 -0.049211692737922162 0.0089319661596560448 -0.038516092101982619 0.03800167247898173 0.020303559341542238 0.029308526936996523 -0.038800874879069767 0.042331176879396422 0.026351547357411399 0.059196104278137686 -0.053519953472479204 0.037858458928040628 0.032452809657831289 -0.049296216421220257 0.034213771481909745 -0.060369534824346219 -0.0058930695071100379 -0.056770314821475411 leaf_weight=334.27308190029908 1.9699058212863776 2.7083042487502063 1.027029464021324 0.48543276696000148 1.0162104477640257 2.6920226198853929 0.86327536829048757 2.5629611015319824 1.6186091810232031 2.2921201474964619 0.23949483036994923 4.4339775398839292 2.5875877081853096 6.0157808527674188 5.1569457011719351 4.4306841747602439 16.570446522819122 2.0143666027579483 1.4425732355448406 6.5967454799101679 1.148622081906068 0.84655654430389393 3.2280700778210303 1.070672178058891 2.5208366212900724 9.3932096387943584 2.2459428698639381 0.95243158779339854 3.2068935588176819 0.70362457046576299 leaf_count=5630 182 14 49 21 78 33 97 7 36 15 1 64 95 180 218 45 248 35 41 56 28 1 164 19 32 383 33 56 75 64 internal_value=-2.06698e-05 0.00833264 0.0146746 0.0189609 -0.00316454 0.00977323 0.0192304 0.0311465 0.0216958 0.00484371 -0.0354872 -0.000377722 -0.00137327 0.00428148 -0.0129684 0.00745106 0.00505 -0.006881 0.0156648 0.0184323 0.0111984 -0.0176873 -0.0325584 -0.0145273 -0.0189218 -0.0250202 -0.0292815 0.00604817 -0.0382495 0.012983 internal_weight=426.314 17.4754 15.266 14.2389 5.05694 4.04073 3.5553 9.18199 6.61903 3.91073 2.2094 408.839 336.861 71.9784 11.1727 60.8057 56.375 26.542 29.833 28.3904 21.7937 5.22325 4.37669 22.108 20.0936 16.8691 15.7985 3.19837 12.6001 3.22446 internal_count=8000 533 350 301 229 151 130 72 65 51 183 7467 5725 1742 398 1344 1299 761 538 497 441 193 192 697 662 566 547 89 458 96 is_linear=0 shrinkage=0.05 Tree=379 num_leaves=31 num_cat=0 split_feature=78 24 242 236 239 35 129 57 242 241 116 107 4 240 7 9 21 13 33 10 12 14 33 23 240 32 14 0 13 31 split_gain=0.528172 0.686505 3.43928 2.26904 2.24421 2.48042 2.37272 1.9522 1.9678 1.73681 1.48281 3.07693 2.48514 3.36721 4.92044 3.38559 2.74413 3.95328 2.55991 2.28745 2.51711 2.42992 1.79961 1.76555 1.69101 1.60495 1.4384 1.63631 1.3563 1.57632 threshold=1.0000000180025095e-35 8.5000000000000018 0.11001666666666667 1.0000000180025095e-35 0.15104021690038336 0.063750000000000015 1.0000000180025095e-35 0.050150000000000007 0.20544000000000004 167458.98375000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 0.31219541910331389 36461.250000000007 0.011679999999999953 1.5000000000000002 -1562.9999999999998 0.55405573365221705 -12827.499999999998 -7493.4999999999991 14.500000000000002 0.24518380290995226 2.5000000000000004 0.69844214172296459 0.32663161944990032 14.500000000000002 107111.50000000001 -4843.4999999999991 0.40813481180183203 decision_type=10 2 2 2 10 8 2 10 2 2 2 10 2 2 2 2 2 2 10 2 2 8 8 2 2 10 8 2 2 8 left_child=1 2 3 9 7 -6 -7 -4 -9 -1 11 12 13 14 -3 -16 18 -18 22 20 -14 -21 -15 -22 25 -19 -13 -28 29 -12 right_child=-2 10 4 -5 5 6 -8 8 -10 -11 28 26 19 16 15 -17 17 24 -20 21 23 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.056278435597701251 0.0050981195457447254 -0.058050969144815237 0.016321955567988551 0.041663202107074256 0.028367272848171161 -0.048930277860583106 0.030394169085112079 0.016507005902469878 -0.055113186506182903 0.010602785447891012 -0.055358341871593331 0.050463732401272055 0.023794640909414338 0.031093915175888411 0.029763518702378089 -0.056602856090879089 -0.057953830846017622 0.035711474879804903 0.046863429275550546 -0.033074306610231509 -0.058814261607488816 0.027681660417871814 -0.057050795972323924 0.011981622220951596 0.044692212327874077 -0.057819147679316098 -0.04062331413105609 0.028274536945755636 -0.00081182139040602728 0.020266039930680407 leaf_weight=4.4276023525162591 45.059989980156388 10.461823434365217 40.329202300228644 0.95578208193182934 2.3096039250958684 4.6511739687412055 1.1823349399492142 1.8329652218963013 2.0116054075188003 1.2432666669046737 0.73108670071814863 2.7696979691681909 2.1553866505855703 1.004225198179481 3.4796239939460056 1.6837975947128141 4.1216143288474987 0.7547389939427388 3.6844343027914874 2.0378150111937403 3.5740203894965834 8.5530974207213148 1.3677451902767641 1.1685954699642023 1.9801373223890548 1.1691905782790852 1.3669106421293693 2.3319980670348741 254.23987167442465 11.987913513119565 leaf_count=144 920 303 379 7 35 162 16 37 44 23 44 17 49 7 52 95 170 4 30 44 150 93 54 23 22 39 38 25 4683 291 internal_value=-1.99086e-05 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1.51004 1.37824 2.67861 1.27778 1.86983 1.69816 1.44743 1.25992 2.42384 2.26949 1.66916 2.17762 1.71476 2.41798 2.02457 threshold=0.0013045000000000003 0.32885910741650776 -4676.4999999999991 0.45817966136926785 1.0000000180025095e-35 0.47297034682210254 2.5000000000000004 0.2035383928571429 -8859.4999999999982 0.08160000000000002 323424.00000000006 1.0000000180025095e-35 102375.00000000001 12.500000000000002 -3821.4999999999995 0.23466284194682538 -1937.4999999999998 0.021669000000000004 -2085.4999999999995 0.095450000000000021 15.500000000000002 0.029402522461981152 0.28750629053976978 1.0000000180025095e-35 1.0000000180025095e-35 0.31243052703656454 -28.499999999999996 1.0000000180025095e-35 0.18773209390267723 1.0000000180025095e-35 decision_type=2 8 2 10 2 8 10 2 2 8 2 10 2 2 2 10 2 2 10 10 8 2 10 2 2 10 10 10 8 2 left_child=-1 2 18 6 5 -5 12 8 -7 -6 -8 -12 -4 16 -9 -15 -14 -18 20 -20 -2 -21 23 24 -3 -24 27 -27 -29 -30 right_child=1 22 3 4 9 7 10 14 -10 -11 11 -13 13 15 -16 -17 17 -19 19 21 -22 -23 25 -25 -26 26 -28 28 29 -31 leaf_value=0.028532818199064232 -0.046157622826021566 -0.0013698215953438083 -0.016916128850371047 0.013898506131464467 0.012098506159849785 -0.048595131013355289 0.018630957917783283 0.037737592927337985 0.037366963374745425 -0.056266360017185803 -0.065631735490124535 -0.0041371855983070192 0.037055944690469758 -0.026626975611512144 -0.017193795780018242 0.02595039038126733 -0.026190499589108292 0.037836235677916968 0.019841545091353073 0.0384213948835819 0.0043269728327227884 -0.044336863829236788 0.02791700062893673 -0.060215377937413377 -0.049886605780739349 0.010586409618868049 0.056769165533684829 0.033225322908599378 -0.054262155493582875 0.011028258924824955 leaf_weight=1.5246703950688232 1.8870289327460366 281.27715609672669 4.3931491519324508 9.7331427048193344 1.3216432745102782 5.9593924396904212 2.6261979939881694 2.1796704418957233 1.0354538806714071 4.1929406868293881 2.716532314196229 3.3488254752010107 10.180468886566819 3.3686234974302343 3.4363449811935425 2.296700382605195 3.089616769924759 3.4661304466426373 27.295060951844793 0.70946333900792469 14.202603475045178 2.0695432368665934 8.2586898966110329 1.7860773885186052 2.4312048057108759 8.5113286637933978 1.5762798208743323 1.5653011556714762 4.3763543351542467 1.6294073812605345 leaf_count=18 54 5654 47 94 19 152 24 22 8 88 33 28 50 36 45 16 27 16 224 7 202 59 130 87 115 268 5 16 404 52 internal_value=-2.15169e-05 -0.000124947 0.00291199 -0.00209242 -0.0112134 -0.00413793 0.00506804 -0.0180586 -0.0358701 -0.0398818 -0.0164777 -0.0316792 0.012057 0.0177389 0.004126 -0.00531231 0.0255418 0.00766148 0.00977892 0.0158634 -0.00159398 -0.0232092 -0.00119289 -0.00215112 -0.00178558 0.00936257 0.000684946 -0.00481202 -0.0221228 -0.0365484 internal_weight=422.445 420.92 109.509 63.3448 27.8586 22.344 35.4862 12.6109 6.99485 5.51458 8.69156 6.06536 26.7947 22.4015 5.61602 5.66532 16.7362 6.55575 46.1637 30.0741 16.0896 2.77901 311.412 285.494 283.708 25.9174 17.6587 16.0824 7.57106 6.00576 internal_count=8000 7982 1251 705 428 321 277 227 160 107 85 61 192 145 67 52 93 43 546 290 256 66 6731 5856 5769 875 745 740 472 456 is_linear=0 shrinkage=0.05 Tree=381 num_leaves=31 num_cat=0 split_feature=178 30 13 131 0 81 13 81 40 12 19 6 12 57 5 0 12 31 38 9 24 239 31 10 24 9 0 240 7 239 split_gain=0.51467 1.36848 1.71248 0.566382 1.04941 1.0266 1.69332 1.08365 1.78087 1.0497 1.61468 1.5698 1.01737 1.36545 1.20646 0.745705 2.3079 2.49165 1.88559 1.76162 1.54311 2.35492 2.29523 1.74821 1.00759 2.24811 2.05612 1.99495 2.54333 2.27364 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 1.0000000180025095e-35 110597.50000000001 -1555.4999999999998 -4442.4999999999991 -6.4999999999999991 0.071400000000000019 -4391.4999999999991 1.0000000180025095e-35 269104.50000000006 -2861.4999999999995 0.049300000000000004 178875.00000000003 110815.50000000001 -1804.4999999999998 0.21830832302890071 0.011350000000000001 0.0050430000000000015 10.500000000000002 0.033959832429505454 0.8783764453976971 -15975.499999999998 13.500000000000002 0.006264500000000001 110726.50000000001 0.16696271819768574 36461.250000000007 0.085419124232918919 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 10 2 2 2 8 10 2 2 10 8 2 2 2 2 2 2 10 left_child=3 2 -2 15 5 6 -5 9 -9 10 11 -7 -11 14 -14 24 18 -18 20 -19 -17 -22 -23 -24 26 -26 -1 28 -27 -29 right_child=1 -3 -4 4 -6 7 -8 8 -10 12 -12 -13 13 -15 -16 16 17 19 -20 -21 21 22 23 -25 25 27 -28 29 -30 -31 leaf_value=-0.0027055887650063275 0.020361803105217305 0.033266906411928081 -0.060785817992122175 0.034735183061999853 -0.036954621679763572 0.02406900243986167 -0.055019272876811069 0.029952611523514652 -0.058976921570586177 0.039608171797089656 0.032827124432671252 -0.050843288305364387 -0.056577114018509934 0.042463970269818282 0.019668203022543223 0.032172919589099416 0.03455267256208748 0.014345604424870474 -0.037772907799384019 -0.064990794081326478 -0.056674018177054621 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0.0143981 -0.0179302 0.0190639 0.000839997 -0.0231714 0.0282387 0.00680982 -0.0196469 -0.000671866 0.00738591 -0.0231371 0.0144506 -0.0446077 0.018605 0.00447798 0.0142418 0.026344 -0.00126095 0.00264105 -0.00302481 0.00414077 0.0179891 0.000835803 internal_weight=420.67 6.47288 2.67559 414.197 21.4465 20.2054 2.24488 17.9605 2.26524 15.6953 5.25574 3.00215 10.4395 3.61883 2.07735 392.75 26.7568 5.02902 21.7277 3.665 20.1267 9.86016 8.50259 6.98637 365.993 113.939 252.055 108.97 20.9955 87.9747 internal_count=8000 94 74 7906 478 425 113 312 61 251 119 85 132 83 65 7428 511 121 390 112 306 206 148 90 6917 2288 4629 2095 385 1710 is_linear=0 shrinkage=0.05 Tree=382 num_leaves=31 num_cat=0 split_feature=78 0 33 33 5 38 24 13 50 96 129 50 7 39 81 77 43 241 74 128 242 239 7 11 24 81 0 9 83 76 split_gain=0.515248 0.690318 0.658812 1.53932 1.69766 2.8584 1.00752 1.49396 0.832318 0.937068 0.897081 0.888036 2.33416 1.13292 0.870301 2.17732 1.45312 1.07401 0.991328 1.31803 1.05418 2.84673 2.68073 3.5751 2.45223 2.39219 2.43002 2.19374 1.96856 2.05853 threshold=1.0000000180025095e-35 100048.00000000001 0.11392442368259932 0.1041218374382596 249608.25000000003 0.0030500000000000002 10.500000000000002 -4030.4999999999995 0.99825000000000019 1.0000000180025095e-35 1.0000000180025095e-35 0.99185000000000012 39505.500000000007 0.18820000000000003 -2495.4999999999995 1.0000000180025095e-35 0.016450000000000003 66999.750000000015 0.010650000000000001 1.0000000180025095e-35 0.11328050108932462 0.12065797394620227 13974.750000000002 -3834.9999999999995 8.5000000000000018 -11.499999999999998 110129.50000000001 0.021669000000000004 1.0000000180025095e-35 0.10525000000000002 decision_type=10 2 8 8 2 10 2 2 10 2 2 10 2 10 2 10 8 2 10 2 2 8 2 8 2 2 2 2 2 10 left_child=1 -1 3 4 5 6 -3 -8 9 11 -11 14 -13 -14 15 17 -17 -4 20 -20 21 24 28 -24 -16 26 -26 -27 29 -23 right_child=-2 2 8 -5 -6 -7 7 -9 -10 10 -12 12 13 -15 18 16 -18 -19 19 -21 -22 22 23 -25 25 27 -28 -29 -30 -31 leaf_value=-0.039895750201058885 0.0050474254810000414 0.021741013392433502 -0.025033748275230763 0.037861112110409684 0.034706293353822693 -0.056358020231046947 0.023048257459639974 -0.03028583612290375 0.028023290468764422 -0.0574862212274726 0.018859530640115085 -0.050712881187709981 0.041540803793105679 -0.034747388845841234 -0.04058332558955291 0.033669998417543902 -0.055468865112333426 0.03348055565182325 -0.035687592488826775 0.020580775934473817 -0.00029862676164501791 -0.055479744420219496 0.0036673220232011326 -0.060990318467121163 0.015006872982578974 -0.064099029887182135 -0.058361894095836621 0.0037980837147398869 0.0066420689164462593 0.024289115336123809 leaf_weight=1.1158163729705837 44.796635109771159 4.7628638627938944 0.88766896264132622 3.6216080766171208 3.1253862944431594 2.3380685970187178 2.1430427278392008 3.3900473816320309 2.4529240321426178 1.3756274436018419 0.53418555622920383 2.9534418816183452 1.5151581898389852 0.71693355064780906 3.1521931881434275 0.64400510901759878 1.576194621826289 6.7271066360990517 1.1750072663708113 9.1067760350124427 266.88204606113868 3.115354308334644 3.1044462960926467 6.8667635825113376 24.913250259720375 2.1595363840460804 1.1821169233298849 2.6489109518006444 9.023087830035367 1.0923713846714234 leaf_count=29 920 29 75 19 20 34 16 38 59 65 7 173 36 37 68 15 138 117 86 159 4480 172 117 284 400 53 47 47 235 25 internal_value=-2.02434e-05 -0.000626744 -0.000509331 0.00846665 0.00171162 -0.00645055 0.00488274 -0.0096288 -0.00100102 -0.00120365 -0.0361319 -0.00101276 -0.02155 0.0170375 -0.000703409 0.0139563 -0.0296127 0.0266594 -0.00113453 0.0141504 -0.00161937 -0.00777543 -0.0212824 -0.0408597 0.00142675 0.00571179 0.0116833 -0.0266954 -0.00652827 -0.0347709 internal_weight=419.099 374.302 373.186 19.381 15.7594 12.634 10.296 5.53309 353.805 351.352 1.90981 349.442 5.18553 2.23209 344.257 9.83498 2.2202 7.61478 334.422 10.2818 324.14 57.258 23.202 9.97121 34.056 30.9038 26.0954 4.80845 13.2308 4.20773 internal_count=8000 7080 7051 156 137 117 83 54 6895 6836 72 6764 246 73 6518 345 153 192 6173 245 5928 1448 833 401 615 547 447 100 432 197 is_linear=0 shrinkage=0.05 Tree=383 num_leaves=31 num_cat=0 split_feature=14 9 40 31 12 12 625 625 241 12 13 13 10 241 12 5 57 10 31 45 6 5 77 12 81 77 45 81 239 12 split_gain=0.497967 1.41634 1.15596 0.807231 1.32091 0.886174 0.711959 0.746735 1.03928 0.869513 1.81696 2.4364 2.52678 2.09685 2.25146 3.97365 2.01327 1.94431 2.36576 1.78449 1.73537 1.94757 2.42963 1.67346 1.63124 1.69739 1.57196 1.56514 2.65088 1.51278 threshold=20.500000000000004 0.029709000000000003 0.13015000000000002 0.056106464723230109 -3058.9999999999995 -5942.4999999999991 2836.5300000000002 11248.222500000002 113250.00000000001 -8019.9999999999991 -3308.9999999999995 -2919.4999999999995 -18753.999999999996 49637.250000000007 -10512.999999999998 80691.750000000015 0.032550000000000003 -15056.999999999998 0.56787961219018612 0.014750000000000001 474115.50000000006 120588.75000000001 1.0000000180025095e-35 -10312.999999999998 -1673.4999999999998 9.5000000000000018 0.13990000000000005 -1.0000000180025095e-35 0.096342280304670264 -7697.9999999999991 decision_type=10 2 10 10 2 2 8 8 2 2 2 2 2 2 2 2 10 2 10 8 2 2 8 2 2 10 10 2 8 2 left_child=6 2 3 5 -5 -2 -1 8 -8 10 13 -12 20 24 15 -15 -16 18 19 -14 23 -22 -23 -13 -9 -26 -21 28 -19 -11 right_child=1 -3 -4 4 -6 -7 7 9 -10 29 11 12 17 14 16 -17 -18 27 -20 26 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.036226515908633593 -0.009008709308488707 -0.04037079026573695 -0.030711642587708528 -0.044718194224021145 0.018573906720781252 0.03103804272197502 0.014491035959366469 0.03161006781444619 -0.03643449697877419 -0.025777655878161054 -0.057811660932365241 0.026808560347456847 0.025864677466945808 0.041699075601367853 0.031146739654723365 -0.038371506138361461 -0.015778067432233957 0.013198015032831604 0.021099580040488758 -0.051253497541434517 0.047959888294146213 0.026223707074316406 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-0.000672504 0.00438472 -0.00383994 -0.000538162 0.0123182 0.0181316 -0.00763679 0.0257042 -0.0109068 -0.0243362 -0.0354226 0.0183765 0.0278083 0.00166862 -0.021955 -0.0131296 -0.0269627 -0.0431349 0.00649054 -0.00738799 -0.00178981 internal_weight=417.447 16.5563 15.1944 13.8104 3.68394 10.1265 400.891 399.511 14.8006 384.711 69.6147 34.1802 32.2097 35.4345 28.8451 6.55145 22.2936 20.8049 11.7414 9.43843 11.4049 9.24324 4.02377 2.16162 6.58945 5.03323 8.38346 9.06347 6.26728 315.096 internal_count=8000 304 241 191 75 116 7696 7601 313 7288 1595 735 643 860 650 273 377 469 327 255 174 114 84 60 210 171 241 142 121 5693 is_linear=0 shrinkage=0.05 Tree=384 num_leaves=31 num_cat=0 split_feature=32 7 33 10 13 239 242 8 10 170 7 77 10 35 23 170 130 26 33 6 240 81 626 594 107 73 12 156 10 40 split_gain=0.508775 1.99722 1.41623 1.39858 1.66596 1.30815 0.950479 0.780436 0.671311 2.59443 2.1506 2.92682 2.65487 2.52793 2.22792 2.0382 2.31619 2.55977 2.4626 2.97933 4.03665 3.37904 2.93951 2.81166 3.24849 2.71242 2.58274 2.54974 2.54936 2.43286 threshold=0.071899890026603006 32661.000000000004 0.4893563484713756 -12399.499999999998 -4095.4999999999995 0.056014765281400113 0.13142000000000001 236250.00000000003 -12648.499999999998 1.0000000180025095e-35 27299.250000000004 1.5000000000000002 -11402.499999999998 0.099250000000000019 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.68404824505613304 1313055.0000000002 0.38875100909480248 -30.499999999999996 16808.535000000003 -8.4999999999999982 1.0000000180025095e-35 0.065050000000000011 -2735.4999999999995 1.0000000180025095e-35 -23125.999999999996 0.13980000000000001 decision_type=10 2 8 2 2 10 2 10 2 2 2 8 2 8 2 2 2 2 8 2 2 2 10 10 8 8 2 2 2 8 left_child=1 2 5 4 -4 -1 -6 -7 15 -10 11 14 -12 -14 -11 16 17 -2 25 20 22 26 23 24 -20 -18 -22 28 -27 -30 right_child=8 -3 3 -5 6 7 -8 -9 9 10 12 -13 13 -15 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.017192995051095609 0.0067708304918176615 -0.03510142181114758 0.031030266039852452 0.037978390316786528 0.012790649004417901 -0.0043434616142587678 -0.048562240760783276 -0.05147683921537817 0.00096010568217728607 -0.053252336266724258 -0.040958914481240873 -0.0011334690450181763 -0.044466426999760292 0.018284812778305015 -0.003021016582539789 0.0087061660861413714 -0.029869910994605856 -0.060013386555847592 -0.001852564023929345 0.024503423702411951 -0.0014210098845629801 0.037045122541228687 0.042725378836551718 0.054305943240440795 -0.050363108147597341 -0.057785548321208573 -0.064959160150201908 -0.065397699547969423 0.024686545859536918 0.00052247744215963197 leaf_weight=3.313629500102258 73.303521678302786 2.4452561446232712 2.7842995800310781 6.8854851778596586 1.0417307952884587 1.8627509698271754 1.6021083998493848 1.6617294754832981 94.467401048808824 9.1943353365204548 3.3555833694408674 7.3173066553426898 1.8828355356526998 10.874313525564503 2.9048792645335189 64.985857279752963 7.2958394244487854 1.4634495442733157 4.333178969354786 4.1384278544646795 6.9142566974405772 4.4762441198108709 1.2198911394807499 0.81209934409707685 16.951723109439627 1.6707549075290433 2.0806734363668502 1.3761643595353223 12.580435345676959 60.554104885890411 leaf_count=27 1482 35 27 40 15 22 30 20 1416 216 94 108 44 109 34 1137 336 52 132 107 216 44 22 3 626 83 81 41 233 1168 internal_value=-2.08821e-05 0.00745139 0.0128844 0.0230168 0.00403822 -0.00536115 -0.0243879 -0.026566 -0.000430313 -0.00337178 -0.0148897 -0.0260958 -0.00138581 0.00902332 -0.0411924 0.00101724 -0.00149152 0.00546363 -0.00567158 -0.0157185 -0.0202432 0.00154693 -0.0328323 -0.0370035 -0.0404873 -0.000745878 -0.0161184 0.00204331 0.00328399 0.00467912 internal_weight=415.75 21.597 19.1517 12.3136 5.42814 6.83811 2.64384 3.52448 394.153 129.997 35.5293 19.4165 16.1127 12.7571 12.0992 264.157 199.171 74.767 124.404 40.9265 36.7881 13.4712 23.3169 22.097 21.2849 83.4773 8.99493 76.1815 74.8053 73.1345 internal_count=8000 216 181 112 72 69 45 42 7784 2021 605 358 247 153 250 5763 4626 1534 3092 1231 1124 341 783 761 758 1861 297 1525 1484 1401 is_linear=0 shrinkage=0.05 Tree=385 num_leaves=31 num_cat=0 split_feature=1 10 102 32 614 73 36 107 10 81 239 242 12 9 8 9 33 242 36 240 9 33 240 107 81 105 41 150 7 170 split_gain=0.499216 1.4699 2.19861 1.92459 2.67022 1.89931 2.78073 2.09802 1.89299 1.8822 3.17087 2.39056 2.44806 4.22142 2.06218 1.91385 2.89785 1.67393 1.96837 1.66381 2.52073 2.2899 5.17704 4.69681 4.00317 2.64623 2.18968 2.60148 2.15225 2.63147 threshold=1.0000000180025095e-35 -13580.499999999998 1.0000000180025095e-35 0.55032858314233424 1.7500000000000002 0.076250000000000026 0.98385000000000011 4.5000000000000009 -14004.499999999998 -389.49999999999994 0.025363815782715401 0.21002500000000002 -3058.9999999999995 0.008745499999999953 461139.75000000006 0.011311499999999952 0.12179401509664006 0.15953142857142857 0.97835000000000016 0.44487616257209012 0.025778000000000002 0.51279278391854921 0.25171984956032839 1.5000000000000002 -1535.4999999999998 1.0000000180025095e-35 0.18895000000000003 1.0000000180025095e-35 32847.750000000007 1.0000000180025095e-35 decision_type=2 2 10 10 8 8 8 10 2 2 10 2 2 2 10 2 10 2 10 2 2 8 2 10 2 10 10 2 2 2 left_child=1 8 3 9 -5 6 -6 -7 19 15 -11 12 13 -12 -13 16 -3 18 -14 20 21 24 23 -23 -1 -24 27 -22 -26 -30 right_child=-2 2 -4 4 5 7 -8 -9 -10 10 11 14 17 -15 -16 -17 -18 -19 -20 -21 26 22 25 -25 28 -27 -28 -29 29 -31 leaf_value=-0.039773923472577716 -0.001451030347683787 0.021493987944458774 0.052030057041640376 0.046776794403651512 -0.045452360262582966 -0.045261963610678697 0.035362904123484064 0.013501702257961212 0.03114329752433484 0.020791091229683728 0.017778855286088024 -0.088292432084145805 -0.044158207697963435 -0.069237819243206891 -0.017293941839114174 0.013896883147594789 -0.043071530582109406 0.032787150909837512 0.026841701685193071 0.0145572468380349 -0.049967313521916384 0.020979539689660331 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5.09458e-05 -0.0108114 -0.0215169 -0.0112874 -0.0354886 -0.0548976 0.00767649 -0.0153689 0.00758918 -0.014477 0.00426933 -0.000534468 0.00424421 -0.0057814 0.010784 0.0162657 -0.0359479 -0.0235192 -0.0377367 0.0245338 -0.00920673 internal_weight=413.738 166.983 75.7125 73.9438 17.1357 15.7229 4.42396 11.2989 91.2708 56.8081 23.4311 17.5022 13.3968 5.87046 4.10541 33.377 7.09422 7.52634 4.01252 84.1648 57.3746 47.4992 25.8996 16.7188 21.5996 9.18083 9.87539 7.23657 18.8225 3.77778 internal_count=8000 2736 1064 1056 450 436 114 322 1672 606 265 217 170 98 47 341 118 72 52 1575 1098 765 527 291 238 236 333 247 175 67 is_linear=0 shrinkage=0.05 Tree=386 num_leaves=31 num_cat=0 split_feature=78 139 23 33 13 241 24 6 10 52 30 239 10 9 24 0 128 52 3 24 5 242 106 33 31 159 7 10 242 31 split_gain=0.51045 0.641262 1.64655 1.52964 2.08096 1.62107 0.83941 1.4984 0.753675 1.86603 1.8307 1.7535 1.72655 1.93451 2.14153 1.7072 2.55557 3.13363 2.03118 2.20213 2.0246 1.55369 2.48147 1.54897 1.76778 1.54479 2.37697 2.3111 4.26689 2.87156 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.61867692739220159 -1257.4999999999998 56280.000000000007 14.500000000000002 544495.50000000012 -20931.499999999996 0.0075500000000000003 1.0000000180025095e-35 0.076683011489320121 -20196.499999999996 0.027527500000000003 14.500000000000002 106111.50000000001 1.0000000180025095e-35 0.05050000000000001 1.0000000180025095e-35 9.5000000000000018 269550.00000000006 0.13197916666666668 1.0000000180025095e-35 0.092921133376164464 0.83398373192653963 1.0000000180025095e-35 13511.250000000002 -15164.999999999998 0.10841413043478261 0.2924168959654963 decision_type=10 2 2 10 2 2 2 2 2 8 2 8 2 2 2 2 2 8 2 2 2 2 10 8 8 2 2 2 2 10 left_child=1 8 3 4 5 -3 7 -6 9 -1 11 -11 13 14 -10 18 -17 -18 21 -20 23 22 -13 -19 -25 -14 -27 28 -28 -29 right_child=-2 2 -4 -5 6 -7 -8 -9 12 10 -12 15 25 -15 -16 16 17 20 19 -21 -22 -23 -24 24 -26 26 27 29 -30 -31 leaf_value=-0.054266295499864059 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0.58152301609515866 1.9437643850396842 2.41380260954611 1.0807016260805546 18.281285311517422 1.1502635719953103 1.1962722341995675 7.3040117361815655 4.9109607359860084 3.213383694906951 21.315120367100466 11.825747548777143 5.9324230023630653 leaf_count=111 920 46 59 59 32 109 22 18 171 69 55 85 4417 68 40 97 48 2 31 90 18 258 19 35 238 159 49 209 305 161 internal_value=-2.27739e-05 -0.000634629 0.00805917 -0.00102055 -0.00877103 -0.0296391 0.0125703 -0.00317332 -0.00113685 0.00453414 0.00611687 0.0075878 -0.002094 -0.0233121 -0.0380585 0.0044861 -0.00738281 -0.0188266 0.012812 -0.0182567 -0.0318779 0.0192509 -0.0158266 -0.0395764 -0.0449774 -0.00140905 -0.00967963 -0.00585576 -0.0215894 0.00282835 internal_weight=411.501 367.176 20.0524 14.3068 11.6815 5.90626 5.77527 3.4333 347.123 50.1272 48.8133 47.7123 296.996 9.28768 6.55166 43.1899 17.8063 13.0449 25.3836 4.35757 10.1625 21.026 2.74471 9.08181 8.50028 287.708 47.1976 42.2867 15.0391 27.2475 internal_count=8000 7080 345 286 227 155 72 50 6735 1156 1045 990 5579 279 211 921 438 341 483 121 293 362 104 275 273 5300 883 724 354 370 is_linear=0 shrinkage=0.05 Tree=387 num_leaves=31 num_cat=0 split_feature=239 11 7 14 115 5 10 54 198 35 243 11 243 0 10 59 239 31 0 10 1 33 161 79 9 8 169 21 24 9 split_gain=0.498885 2.10503 1.38835 1.63394 1.4896 1.42076 1.80626 2.52247 1.74572 1.70355 1.62745 1.96068 1.5691 3.05389 2.46859 1.86391 2.44174 1.8421 1.51732 1.95899 2.52565 1.46326 1.4062 1.35616 1.35434 1.32199 1.15875 1.6744 1.10202 2.74138 threshold=0.19739043627268146 -3260.4999999999995 55989.000000000007 4.5000000000000009 1.0000000180025095e-35 81375.750000000015 -18298.999999999996 0.12065000000000002 1.0000000180025095e-35 0.058450000000000009 0.061348164956590311 -2355.4999999999995 0.051090000000000003 107028.00000000001 -12648.499999999998 0.092050000000000007 0.29444810647147063 0.09545338993537146 110301.00000000001 -14004.499999999998 1.0000000180025095e-35 0.42854052718861196 1.0000000180025095e-35 10.500000000000002 0.022712500000000004 227250.00000000003 1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 0.0043334999999999511 decision_type=10 8 2 8 2 2 2 10 2 10 2 10 2 2 2 10 8 10 2 2 2 8 2 10 2 8 2 2 2 2 left_child=1 -1 3 22 5 -5 7 -7 10 -9 12 -12 13 15 -14 16 25 24 19 20 -15 -20 -2 26 -18 -8 28 -28 -3 -30 right_child=2 23 -4 4 -6 6 8 9 -10 -11 11 -13 14 18 -16 -17 17 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.055102693169565897 -0.055399425987209053 0.00671902054471779 0.033787476498596029 0.023480222335706062 -0.054978723999793422 -0.054590179686098098 0.011103029101960241 0.039987624209617205 -0.047234525860931707 -0.038777855034333647 -0.031631629601230372 0.029853141510506782 0.035868473941292132 0.03496428455427511 -0.019194025844634116 0.019021344356322877 -0.019976722500477776 -0.05786208607280241 0.021715694771707671 0.041552501017125945 -0.043810295843392508 -0.057110023538271465 0.034121259892989496 -0.043871093233241419 0.040106901945687168 -0.060134323278628603 0.0099911810895438758 -0.046172979453685828 -0.041921292265484862 -0.00057552613318303245 leaf_weight=1.7767412557877831 2.0744024134946808 52.483220488802544 3.6581296834119703 8.7029308225028199 1.0626697304105608 3.1933936214554626 0.77059912140249132 1.791161736196955 1.5520633012638416 1.1130532955721717 5.078823393845596 1.7411276571219776 10.258489533676764 2.2249459978193036 2.5394089505425645 3.3025038955238406 1.5548979583545599 1.0661410154716575 1.2010491213877679 7.8815793785615815 1.8749840439995749 1.1548289777274474 0.55631657442427229 1.7957522677606892 2.3635753178386949 4.2052097859414062 2.2522200652456368 3.2304121893830597 4.0688336066668844 273.0953170317498 leaf_count=130 156 697 97 145 58 219 14 28 83 79 215 20 108 33 44 89 55 78 15 66 69 60 10 45 32 151 31 97 124 4952 internal_value=-2.36325e-05 -0.000822104 0.00378962 0.0021582 0.00373039 0.00471179 0.00173481 -0.0239217 0.00494258 0.0098004 0.00665764 -0.0159346 0.0104716 0.00376155 0.0249428 -0.0135308 -0.0243239 0.000410217 0.019758 0.0269707 -0.00106098 -0.0169239 -0.0364685 -0.000535861 0.016265 -0.0491019 -0.000303655 -0.0231012 7.55097e-05 -0.00118249 internal_weight=409.625 338.702 70.9223 67.2642 64.6334 63.5708 54.8678 6.09761 48.7702 2.90422 47.2182 6.81995 40.3982 27.6003 12.7979 13.2629 9.96042 4.98461 14.3374 11.9815 4.09993 2.35588 2.63072 336.926 3.91847 4.97581 335.13 5.48263 329.647 277.164 internal_count=8000 6076 1924 1827 1661 1603 1458 326 1132 107 1049 235 814 662 152 419 330 165 243 168 102 75 166 5946 87 165 5901 128 5773 5076 is_linear=0 shrinkage=0.05 Tree=388 num_leaves=31 num_cat=0 split_feature=9 1 10 102 32 614 10 73 36 107 81 239 0 242 12 13 24 5 32 31 33 8 0 6 43 81 36 243 189 54 split_gain=0.508179 0.520393 1.38194 2.06676 1.75853 2.47082 1.75761 1.75445 2.56824 1.94725 1.69831 2.91968 2.17478 2.64073 1.78658 2.36419 2.48063 2.12167 1.61731 1.58368 1.71915 1.53706 3.53133 2.06633 2.82198 2.32927 3.01199 1.98493 2.47293 2.01194 threshold=0.0013045000000000003 1.0000000180025095e-35 -13580.499999999998 1.0000000180025095e-35 0.55032858314233424 1.7500000000000002 -14004.499999999998 0.076250000000000026 0.98385000000000011 4.5000000000000009 -389.49999999999994 0.013646499317471902 111001.50000000001 0.19849285714285717 -2261.4999999999995 -4574.4999999999991 12.500000000000002 167625.00000000003 0.35048709203022271 0.09545338993537146 0.054585189258552158 483750.00000000006 100682.50000000001 533765.25000000012 0.063550000000000009 -944.49999999999989 0.99085000000000012 0.029336580733854502 1.0000000180025095e-35 0.18965000000000001 decision_type=2 2 2 10 10 8 2 8 8 10 2 10 2 2 2 2 2 2 10 10 10 10 2 2 8 2 8 2 2 10 left_child=-1 2 6 4 10 -6 21 8 -7 -9 14 -12 13 19 -4 -16 17 -17 -15 20 -13 23 -23 24 -2 26 -26 -24 29 -29 right_child=1 -3 3 -5 5 7 -8 9 -10 -11 11 12 -14 18 15 16 -18 -19 -20 -21 -22 22 27 -25 25 -27 -28 28 -30 -31 leaf_value=0.029166909402078018 -0.031355384234923171 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2.1699024382978678 6.0217871569911949 3.8467181837186217 3.9302020969626055 4.0281965401372899 10.87640778638888 3.0509350953216119 30.492496658058379 4.2902264395379461 15.474987816895014 1.4961483851075161 3.6920419210837272 leaf_count=18 170 5251 208 8 14 83 96 301 31 21 17 30 18 34 8 46 43 35 26 72 68 47 110 92 77 343 154 501 5 73 internal_value=-2.40357e-05 -0.000130757 0.00205227 -0.00299171 -0.00426992 -0.0185129 0.006247 -0.0242392 0.00287901 -0.0347939 -8.98931e-06 -0.0104627 -0.0169102 -0.022677 0.00727492 -0.0080249 -0.0168723 -0.00305619 -0.0548445 -0.0112897 -0.0269652 0.00421437 -0.00514192 0.00920748 0.00425751 0.00889081 -0.0163937 -0.0121488 -0.0184081 -0.0232408 internal_weight=407.81 406.325 163.288 74.1389 72.4407 16.681 89.1487 15.3241 4.29328 11.0308 55.7596 22.8975 20.2561 18.023 32.8621 12.0715 10.4076 7.88248 4.71206 13.311 7.28918 82.2539 28.6216 53.6323 42.7559 37.8337 7.34116 24.6914 20.6632 19.167 internal_count=8000 7982 2731 1063 1055 450 1668 436 114 322 605 265 248 230 340 132 124 81 60 170 98 1572 736 836 744 574 231 689 579 574 is_linear=0 shrinkage=0.05 Tree=389 num_leaves=31 num_cat=0 split_feature=31 88 240 79 6 7 46 13 0 11 32 38 32 118 14 241 10 31 9 32 12 595 239 594 32 7 76 107 77 12 split_gain=0.500978 1.08621 1.30155 2.60298 2.50003 1.75915 2.87962 0.81127 0.741218 0.710376 1.47867 1.17752 1.49344 1.31435 0.949949 1.16359 0.949683 2.22709 1.34888 1.04471 0.984509 0.759993 1.71711 0.770343 0.770955 1.57408 1.63042 1.43953 0.840036 2.41909 threshold=0.20024914172550759 1.0000000180025095e-35 0.42030002804000383 1.5000000000000002 754965.00000000012 15885.000000000002 1.0000000180025095e-35 -1562.9999999999998 107159.50000000001 -178.49999999999997 0.25477864079138984 0.012950000000000001 0.71282218250275997 1.0000000180025095e-35 10.500000000000002 41751.000000000007 -8982.9999999999982 0.48445471056206357 0.017320500000000003 0.16458039242710698 -3477.9999999999995 -28.499999999999996 0.073557648196857561 -39.499999999999993 0.071899890026603006 32060.250000000004 0.083500000000000005 1.5000000000000002 2.5000000000000004 -142.49999999999997 decision_type=8 2 2 8 2 2 8 2 2 10 8 8 10 2 10 2 2 8 2 10 2 10 10 10 10 2 8 10 8 2 left_child=1 2 3 4 8 6 -4 -5 -1 16 -11 -12 13 -13 15 -15 21 -18 19 -19 -20 23 -23 24 25 26 27 -2 -26 -30 right_child=9 -3 5 7 -6 -7 -8 -9 -10 10 11 12 -14 14 -16 -17 17 18 20 -21 -22 22 -24 -25 28 -27 -28 -29 29 -31 leaf_value=-0.069986406205484797 -0.061350446942272679 0.033892478113894425 0.039788536695294377 -0.0032220609866314693 0.012142134342200609 0.03076466113357797 -0.051198318965024872 0.035824087472567975 -0.026048588543914977 0.034603406376466798 0.03156589048589576 -0.056072757788928451 0.035446905837122851 0.033258108741205418 0.035444440831968585 -0.056735707660465609 -0.063412260019170497 0.0011394099268971401 0.029622261796188556 -0.061382485160454664 -0.019798477022491021 -0.032888628888228279 0.036070012713220294 -0.043257630204072361 -0.0024812229548493037 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-0.0263833 -0.000869665 -0.016743 -0.0037584 -0.031844 0.0129456 -0.000463765 0.0191449 -0.000733437 -0.000605659 0.00965451 0.0159592 -0.0229013 -0.00113726 0.00351384 internal_weight=406.017 25.2126 21.9858 11.6715 6.34043 10.3143 3.56173 5.33108 4.09526 380.804 12.3085 7.91539 5.91262 4.65068 2.61977 1.60693 368.496 9.18794 7.18804 2.68074 4.50731 359.308 4.87441 354.434 353.372 17.4069 14.804 2.2829 335.965 75.3162 internal_count=8000 252 228 123 76 105 54 47 54 7748 235 200 169 148 64 55 7513 191 121 54 67 7322 71 7251 7178 177 142 45 7001 1476 is_linear=0 shrinkage=0.05 Tree=390 num_leaves=31 num_cat=0 split_feature=33 243 0 13 33 70 242 50 10 13 32 32 24 13 64 11 243 160 31 7 31 45 32 241 77 12 5 31 148 13 split_gain=0.511975 1.3789 1.26783 1.18027 1.92098 1.46448 1.56852 1.39731 1.5542 1.82831 1.60984 2.77467 1.66183 2.06116 1.42852 1.45256 1.35167 1.27723 1.70938 1.26763 1.86381 1.70597 1.63887 2.09026 2.09852 1.80955 1.72749 1.71286 1.62896 1.60736 threshold=0.32885910741650776 0.079778170966896808 110641.50000000001 -446.49999999999994 0.19238191506527844 0.19790000000000005 0.21612380952380952 0.97935000000000005 -9291.9999999999982 -733.49999999999989 0.23201091826774928 0.28040301978419258 15.500000000000002 -4456.4999999999991 0.9769000000000001 -828.49999999999989 0.06189217885145306 1.0000000180025095e-35 0.41329823240608671 40324.500000000007 0.33227132442461665 0.090050000000000005 0.45817966136926785 55729.875000000007 1.5000000000000002 -1488.4999999999998 134550.00000000003 0.55175116342102581 1.0000000180025095e-35 -2979.4999999999995 decision_type=8 2 2 2 10 8 2 8 2 2 10 10 2 2 10 10 2 2 8 2 8 8 10 2 10 2 2 8 2 2 left_child=1 2 3 5 -5 6 -1 14 9 10 -9 -12 17 -14 15 -7 -10 19 -19 21 -21 -13 25 24 -24 29 -25 -28 -29 -23 right_child=-2 -3 -4 4 -6 7 -8 8 16 -11 11 12 13 -15 -16 -17 -18 18 -20 20 -22 22 23 26 -26 -27 27 28 -30 -31 leaf_value=0.029924495647812445 -0.001073625612982941 -0.030929369999234558 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1.1293648406863206 2.2654935490572825 2.8594429297372699 2.6757683060131994 3.0774036110378793 1.6842058068141339 5.0715153850615042 5.5844900540541831 3.0438422125298539 1.5168793983757494 4.3412363603711128 leaf_count=77 6746 118 102 32 32 50 33 72 40 27 28 52 13 81 60 23 15 6 43 7 54 32 45 21 15 21 43 71 17 24 internal_value=-2.25361e-05 0.00298657 0.00395678 0.00202175 0.0204611 0.000261558 0.0192047 -0.00206735 0.000188852 0.00226924 0.00380464 -0.000213031 0.00262336 -0.0268185 -0.0230178 -0.00526685 -0.0278048 0.00569799 -0.0298715 0.00785823 -0.0213411 0.0106286 0.00576425 -0.00402288 -0.0340452 0.0197864 0.00587659 -0.00407703 -0.026811 0.00367343 internal_weight=404.68 104.762 101.849 90.9105 7.92198 82.9885 9.08579 73.9027 66.7178 62.1025 60.1751 48.4756 45.8953 4.33967 7.18499 4.39735 4.61524 41.5556 2.3793 39.1763 3.39486 35.7814 29.8548 17.5826 4.35997 12.2722 13.2226 10.1452 4.56072 7.20068 internal_count=8000 1254 1136 1034 64 970 110 860 727 672 645 573 545 94 133 73 55 451 49 402 61 341 289 212 60 77 152 131 88 56 is_linear=0 shrinkage=0.05 Tree=391 num_leaves=31 num_cat=0 split_feature=150 49 32 12 33 239 33 77 242 13 239 239 240 7 240 0 239 12 12 9 594 37 9 65 10 120 32 164 0 242 split_gain=0.49181 1.75373 1.36202 1.15721 1.04722 1.0268 1.01893 0.733835 0.730757 0.879043 0.711617 2.07305 1.39298 2.0434 1.53562 2.33665 2.59527 1.52897 1.80854 1.95425 1.90897 1.85972 1.47638 1.32414 1.8156 1.58572 1.58635 1.35045 1.45535 1.31852 threshold=1.0000000180025095e-35 0.10985000000000002 0.44664389997845949 -2861.4999999999995 0.3714916490179011 0.16438393897101314 0.23079912418165444 9.5000000000000018 0.09431142857142856 -1606.4999999999998 0.19596100291555049 0.18837649185449937 0.48361402537906034 13893.750000000002 0.45467983147066243 106893.50000000001 0.20670422716006029 -821.49999999999989 -1767.4999999999998 0.019967499999999954 -8.4999999999999982 0.69740000000000013 0.0049810000000000011 0.76185000000000003 -14156.999999999998 1.0000000180025095e-35 0.58739643883062043 1.0000000180025095e-35 103188.50000000001 0.20902272727272728 decision_type=2 8 8 2 10 8 10 10 2 2 10 10 2 2 2 2 10 2 2 2 10 8 2 10 2 2 10 2 2 2 left_child=10 7 5 4 8 -3 -7 -2 -4 -10 11 -1 14 -14 15 16 29 18 19 -17 21 -21 -18 25 -25 27 -27 -24 -29 -12 right_child=1 2 3 -5 -6 6 -8 -9 9 -11 12 -13 13 -15 -16 17 22 -19 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=-0.0010031319885196557 -0.045552487824026315 0.035354244801813588 0.047002623701884266 -0.054059351446407659 -0.051592654808440809 0.03514527454059789 -0.033326929469549897 0.051803863892559435 -0.03386123438779224 0.031747400669803104 -0.011970086294752103 -0.04751696519746075 0.0079331858755700736 -0.036762045647711676 0.036959079812950352 0.019192667818718926 0.028561928326308429 -0.036579044919467715 0.041657229870499878 0.02532068377627052 0.057283298154450969 -0.052261919833978515 -0.040656246357512721 0.02860276581766923 -0.056202141258142824 -0.057221057797318536 0.037962415443897217 0.021002710803436599 -0.055797677656476967 0.049285694950430031 leaf_weight=318.31233320778665 1.8034059119381738 7.046654529869552 1.2718987739062875 1.0140323803643703 0.66286699149350159 0.95804597972892347 1.2551207507494835 0.21682949364185322 1.0279660890810194 1.0142786875367162 1.2768538715899946 2.413602444859861 5.5797268601963861 4.7208482412679587 4.0887356087332583 15.2770723993308 1.8929709240619583 1.3578315541963082 6.1040279559674664 1.055197398993186 0.71599572896957386 2.8824583092718967 9.5106036688885087 2.7835704626486408 0.81618306065502011 0.58774327929131631 1.7151433401741085 2.0671176156320139 0.87921899545472104 2.8156813601381145 leaf_count=5630 182 45 13 90 113 10 31 1 36 12 36 95 180 218 45 248 35 41 56 28 1 164 399 63 47 34 38 37 44 28 internal_value=-2.12639e-05 0.00849431 0.0146748 -0.00637981 0.00577721 0.0260232 -0.00368636 -0.0351033 0.0172518 -0.00127678 -0.00037943 -0.00135317 0.00434335 -0.012551 0.00746055 0.00512933 -0.00614197 0.0151467 0.0178444 0.0105514 -0.0178161 -0.0314716 -0.0134806 -0.0178154 0.00937469 -0.0244467 0.0136697 -0.0314932 -0.00191536 0.0301741 internal_weight=403.124 16.2711 14.2509 4.99104 3.97701 9.25982 2.21317 2.02024 3.31414 2.04224 386.853 320.726 66.127 10.3006 55.8264 51.7377 24.3451 27.3926 26.0348 19.9307 4.65365 3.93766 20.2526 18.3596 3.59975 14.7598 2.30289 12.4569 2.94634 4.09254 internal_count=8000 533 350 264 174 86 41 183 61 48 7467 5725 1742 398 1344 1299 761 538 497 441 193 192 697 662 110 552 72 480 81 64 is_linear=0 shrinkage=0.05 Tree=392 num_leaves=31 num_cat=0 split_feature=78 241 33 12 10 6 31 12 32 111 10 80 33 7 24 6 151 33 48 24 81 12 13 5 7 36 107 32 52 81 split_gain=0.492012 0.661896 0.959219 1.3191 1.01364 1.21151 0.932974 0.927929 1.02133 0.813117 1.14948 1.55035 1.93854 1.18092 1.39266 0.867372 0.660041 1.45531 1.61354 1.02656 1.64329 0.818383 1.53519 2.58136 2.39462 2.06135 2.20907 2.08769 2.03258 2.07931 threshold=1.0000000180025095e-35 156662.25000000003 0.496567359222502 -5329.9999999999991 -10547.499999999998 332894.25000000006 0.056106464723230109 -5717.4999999999991 0.57419342433943321 1.0000000180025095e-35 -14156.999999999998 1.5000000000000002 0.32885910741650776 28491.750000000004 12.500000000000002 592483.50000000012 1.0000000180025095e-35 0.55583709744822496 0.033100000000000004 10.500000000000002 -598.49999999999989 -8019.9999999999991 -2525.4999999999995 102375.00000000001 21874.500000000004 0.96895000000000009 1.0000000180025095e-35 0.26087299739659137 0.0018500000000000003 -1.0000000180025095e-35 decision_type=10 2 10 2 2 2 8 2 8 2 2 8 8 2 2 2 2 8 10 2 2 2 2 2 2 8 10 8 8 2 left_child=16 2 4 7 9 -6 -5 8 -4 10 11 12 15 -12 -15 -2 21 19 -19 -18 -21 22 -1 24 -24 -25 -27 -28 -29 -30 right_child=1 -3 3 6 5 -7 -8 -9 -10 -11 13 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 23 25 -26 26 27 28 29 -31 leaf_value=0.010183874088164716 -0.026249430278760012 0.018840227079842793 -0.053041835939871246 0.051927297297908549 0.0040488971057704966 -0.050460371183070042 -0.053654305881351561 0.049063720451590187 0.019056019873078037 0.026904703627001543 0.027026042015994397 0.022095273988716885 -0.048195786551584768 -0.044157698587009298 0.020352776773346282 0.022098702079825297 0.037233265826793489 -0.057134826638746611 0.022042930409634665 0.025752915032367974 -0.04174653361371413 -0.0021513842817208187 -0.013813794497718218 0.044379151109889665 0.045375124493392663 -0.051932181900611864 0.029573817804438754 0.039491793126800796 -0.046950463379331196 0.024734569765630363 leaf_weight=39.239594058883085 1.4914020407013642 7.2060251294169566 0.8826254943269306 0.23056589066982214 2.6555306721711558 1.654429058806272 2.2615621167769859 0.86687563941813994 1.1076332212542184 5.2447810945450319 7.6707216759677959 3.1823732752818623 3.2797559242753778 1.5104309022426607 1.8753520471509544 2.4541162033565342 4.6231922176666522 1.4294766391249152 1.1701841649482956 2.6347099091508417 1.3708173903869472 284.7293283971303 3.0506400924350627 1.2518295390182146 3.8850083793513477 4.4363254805757615 2.5440611229278121 1.1226804915932014 5.3162730705807908 1.2493001391994774 leaf_count=980 34 118 75 1 42 36 194 8 53 55 78 32 110 30 21 33 40 64 40 40 31 5361 71 17 27 134 26 15 211 23 internal_value=-2.03707e-05 0.00499618 0.00225311 -0.0173008 0.00562522 -0.0168751 -0.0438861 0.00588812 -0.0129174 0.00925605 0.00494359 -0.00698243 -0.0197897 0.0161697 -0.00842598 0.00382316 -0.000630872 0.0113002 -0.0214946 0.0211806 0.00265248 -0.00101714 0.00418376 -0.00611729 0.0193409 -0.017208 -0.0224639 -0.00968757 -0.0226793 -0.0333102 internal_weight=401.628 43.5742 36.3682 5.34926 31.0189 4.30996 2.49213 2.85713 1.99026 26.7089 21.4642 10.4076 7.22527 11.0565 3.38578 3.94552 358.053 11.2284 2.59966 8.62872 4.00553 346.825 62.0957 22.8561 6.93565 15.9205 14.6686 10.2323 7.68825 6.56557 internal_count=8000 920 802 331 471 78 195 136 128 393 338 209 177 129 51 67 7080 215 104 111 71 6865 1504 524 98 426 409 275 249 234 is_linear=0 shrinkage=0.05 Tree=393 num_leaves=31 num_cat=0 split_feature=31 4 13 13 36 7 33 11 14 11 7 10 10 12 5 11 5 29 9 30 33 14 32 81 7 11 31 123 243 33 split_gain=0.487907 1.06809 1.38815 2.2907 1.9252 1.45269 0.896213 0.838538 0.653862 1.38832 1.51251 1.18558 1.10784 2.01932 1.04864 1.34964 0.951335 1.05468 1.94779 0.775348 0.726993 1.52968 1.6665 1.81952 1.94211 1.57597 1.28148 1.77428 1.071 1.05705 threshold=0.20024914172550759 1.0000000180025095e-35 -1257.4999999999998 -3915.4999999999995 0.98535000000000006 21152.250000000004 0.44985477748110575 -946.99999999999989 20.500000000000004 -1539.4999999999998 28336.500000000004 -16517.499999999996 -8859.4999999999982 -2473.4999999999995 89550.000000000015 -178.49999999999997 142875.00000000003 1.0000000180025095e-35 0.019394999999999954 1.0000000180025095e-35 0.14509547980217227 11.500000000000002 0.12843832172787026 -488.49999999999994 20247.750000000004 -1409.4999999999998 0.41685972616246991 1.0000000180025095e-35 0.052356920876085206 0.17198191683706524 decision_type=8 2 2 2 8 2 10 8 10 8 2 2 2 2 2 10 2 2 2 2 8 8 10 2 2 8 10 2 2 8 left_child=1 2 3 -1 -5 -4 7 -3 12 10 -10 -12 20 14 -14 19 -11 18 -18 -16 21 25 -23 26 -25 -2 -24 -28 -26 -22 right_child=8 6 5 4 -6 -7 -8 -9 9 16 11 -13 13 -15 15 -17 17 -19 -20 -21 29 22 23 24 28 -27 27 -29 -30 -31 leaf_value=0.025408303073126998 0.0041729093559807187 0.04021458975022274 -0.012781634818399189 0.0043713923200800397 -0.057663310572315774 0.034285142846720518 -0.0071470158215657404 0.0062183742410272715 -0.049507572154262512 0.032224335703648105 -0.027477409663765651 0.041402412943931433 0.030598969523352157 -0.063436233773840112 -0.056626325825416414 0.028333427767174318 -0.065862124452160081 0.029065301948058831 0.026517721302843768 -0.0029718339987703079 -0.022636443150440725 0.045789547086456009 0.02872347963295839 -0.04756838017987499 -0.017732680692222471 -0.062267734731701524 0.02677779103678515 -0.043312210342008363 0.024452256903932216 -0.0007727124356380205 leaf_weight=2.2758570563746616 2.2048110468313098 4.8548552147112787 2.8224754971452075 1.9964611157774923 3.3480609192047268 3.9110876666381955 2.4560695793479681 2.8957486590370518 1.7667486351274417 6.1933727920113579 1.1247095668877594 1.4052878286747725 1.5407585090142673 1.9657584744272742 1.7728480307559948 1.1282979724928739 1.1879999442026021 1.8798334426246581 1.0979262710316104 1.0856535001657903 5.6255229266826055 3.1356016024947193 9.1262604836374575 2.5555385407060331 2.8629413787275553 1.4995538571383833 1.905857781879603 1.7158027205150574 3.1710810326039791 319.67593755779126 leaf_count=23 29 29 31 28 53 22 37 29 77 76 32 28 21 52 78 13 31 27 19 13 91 16 70 25 25 20 16 30 19 6940 internal_value=-1.99797e-05 0.00680758 -0.00198489 -0.0166012 -0.0344901 0.0145564 0.0191727 0.0275131 -0.000466403 0.00988657 -0.0140081 0.0107819 -0.000886745 -0.0199114 -0.00443271 -0.0179712 0.0197976 0.00132226 -0.0214922 -0.0362485 -0.000483446 0.00722108 0.0117535 0.00675183 -0.0110355 -0.0227227 0.018737 -0.00642814 0.00443692 -0.00115081 internal_weight=400.189 24.5606 14.3539 7.62038 5.34452 6.73356 10.2067 7.7506 375.628 14.6559 4.29675 2.53 360.972 7.49332 5.52756 3.9868 10.3591 4.16576 2.28593 2.8585 353.479 28.1774 24.4731 21.3375 8.58956 3.70436 12.7479 3.62166 6.03402 325.301 internal_count=8000 252 157 104 81 53 95 58 7748 290 137 60 7458 177 125 104 153 77 50 91 7281 250 201 185 69 49 116 46 44 7031 is_linear=0 shrinkage=0.05 Tree=394 num_leaves=31 num_cat=0 split_feature=9 33 243 0 12 31 10 13 243 33 70 242 50 10 13 54 33 32 32 45 5 64 11 6 242 9 243 9 78 13 split_gain=0.488271 0.510891 1.24525 1.14439 1.1236 1.61766 1.59601 1.1069 1.74631 1.36898 1.31179 1.42643 1.22555 1.38082 1.61173 1.53838 1.60934 1.585 2.04926 1.40974 1.39622 1.33109 1.30175 1.26544 1.95017 1.73846 1.60472 2.20764 2.88107 1.87176 threshold=0.0013045000000000003 0.32885910741650776 0.079778170966896808 110641.50000000001 -5617.4999999999991 0.30817412998846788 -13956.499999999998 -446.49999999999994 0.054396281180602156 0.19238191506527844 0.19790000000000005 0.21612380952380952 0.97935000000000005 -9291.9999999999982 -733.49999999999989 0.12065000000000002 0.19804727833801433 0.23201091826774928 0.28040301978419258 0.090050000000000005 90144.000000000015 0.9769000000000001 -828.49999999999989 343921.50000000006 0.23965259740259745 0.0090204999999999522 0.029353125835993903 0.014870499999999951 1.0000000180025095e-35 -1428.4999999999998 decision_type=2 8 2 2 2 8 2 2 2 10 8 2 8 2 2 8 10 10 10 8 2 10 10 2 2 2 2 2 10 2 left_child=-1 2 3 7 -5 -6 -7 10 9 -9 11 -2 21 14 15 16 -14 -17 -19 -20 -21 22 -12 -22 25 -25 -27 -28 29 -29 right_child=1 -3 -4 4 5 6 -8 8 -10 -11 12 -13 13 -15 -16 17 -18 18 19 20 23 -23 -24 24 -26 26 27 28 -30 -31 leaf_value=0.028826213902763562 0.028841440609189629 -0.0011769374584161961 -0.029890484273006748 0.037601266747523975 0.037845780572854995 -0.054565291885578175 0.011953918243393169 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1.5938683653948817 3.6521552039775989 4.7577255014330015 2.1032555119600147 1.7160762324929351 leaf_count=18 77 6731 117 35 14 30 23 27 21 16 50 33 22 55 27 63 50 23 56 56 91 60 23 43 54 18 30 99 20 18 internal_value=-1.874e-05 -0.000124813 0.00292918 0.00386048 0.0192727 0.00500091 -0.0153934 0.00198621 0.0201028 -0.00338638 0.000256411 0.0184167 -0.00198392 0.000171739 0.00216006 0.00363216 -0.0287377 0.00566815 0.00152876 0.00397782 0.000403263 -0.0217919 -0.00468486 0.00358706 -0.00336272 -0.0124387 -0.00586535 -0.0120156 -0.0258781 -0.0423956 internal_weight=398.958 397.497 101.852 99.0416 10.7385 6.03741 3.72467 88.3031 7.69646 3.90154 80.6066 8.85197 71.7547 64.7122 60.2472 58.3563 3.45328 54.9031 44.3693 42.1783 36.584 7.04249 4.349 33.0706 21.9754 16.0254 13.8231 12.2292 8.57706 6.4738 internal_count=8000 7982 1251 1134 102 67 53 1032 64 43 968 110 858 725 670 643 72 571 508 485 429 133 73 373 282 228 185 167 137 117 is_linear=0 shrinkage=0.05 Tree=395 num_leaves=31 num_cat=0 split_feature=238 671 12 158 0 243 5 33 31 81 36 7 14 11 31 0 43 22 31 32 240 240 104 11 81 5 19 33 13 14 split_gain=0.48971 0.554679 0.554483 2.40184 2.3348 2.30772 2.05796 2.48645 2.90235 2.47819 2.38171 2.09601 2.29781 1.94897 2.237 2.30605 2.20192 1.94763 2.25173 2.70154 2.15401 1.94383 2.25772 1.90659 2.46273 1.86396 1.8575 2.88392 2.65563 2.83124 threshold=1.0000000180025095e-35 8398.4850000000024 -2575.4999999999995 1.0000000180025095e-35 100281.50000000001 0.085816782802075608 181125.00000000003 0.60152194077739651 0.36812512205976194 -2706.4999999999995 0.98185000000000011 21874.500000000004 8.5000000000000018 -253.49999999999997 0.22803752157246773 102653.50000000001 0.089650000000000021 2.5000000000000004 0.32278925462410252 0.30762483859168338 0.10480478933931291 0.12954604825217234 1.0000000180025095e-35 -205.49999999999997 -30.499999999999996 389250.00000000006 1.0000000180025095e-35 0.34496990492100627 -1960.9999999999998 inf decision_type=2 10 2 2 2 2 2 8 8 2 10 2 8 10 10 2 10 2 8 8 2 2 8 8 2 2 2 10 2 8 left_child=1 2 4 6 -1 13 11 8 10 -9 -8 23 -13 14 -5 -16 -17 21 -19 -20 -21 22 -14 26 -25 -11 27 28 -4 -30 right_child=-2 -3 3 5 -6 -7 7 9 -10 25 -12 12 17 -15 15 16 -18 18 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.038209542997905674 0.020919086109207497 0.022975149658805677 0.023691918153381876 -0.043842836114639204 -0.0011007685467044907 0.02840730956001852 -0.066006331816835309 0.050470144992924876 0.01078240672333902 -0.052960018281911263 0.018441750093693379 -0.018182604589791103 -0.056613851386790405 0.019750615798774671 0.034551749169524124 -0.059632532146949795 0.037752325343815861 0.034343695657259581 0.011227319779134893 0.028445213131384425 -0.069609286224556616 0.025854581016068995 0.027332149950927698 -0.054545586415730977 0.016025766220202024 0.029930295890290667 0.020877478023467635 -0.028903508800418105 0.024039587441563214 -0.041560176352140758 leaf_weight=4.3135447276581536 2.7734831607376682 2.5729055178817353 10.339795455103742 8.8317308491677995 244.4216654643842 2.7164324204204595 2.5128900574054636 0.79769216290151224 16.248703929537442 5.635655388905433 1.2503787921741603 4.9192965295369495 1.6057910020463162 2.4572123705875137 2.3229100588941956 2.0757220990562932 0.80575764994136978 3.090240336954591 4.0379913439974198 0.70689635095186565 2.6967666786076734 37.012184217514005 1.5980671327561138 3.338097442407161 1.9633388692163851 0.77100378953036841 10.961016364453824 7.8574357374018282 2.6757941319374394 4.2688179563265294 leaf_count=132 54 29 85 205 5382 38 48 14 305 248 16 117 75 29 36 88 14 15 29 12 65 339 14 112 27 23 135 224 27 63 internal_value=-1.75453e-05 -0.000164624 -0.000316412 0.00215866 -0.00174431 -0.0142954 0.00470178 -0.00744905 0.00161866 -0.032637 -0.0379477 0.00810855 0.014445 -0.0213285 -0.0285199 -0.00251725 -0.0324005 0.0176078 -0.00153307 -0.0164313 -0.0492446 0.0226204 -0.014742 -0.000410629 -0.0284101 -0.0429847 0.00370089 -0.00378754 0.0076301 -0.0162843 internal_weight=397.579 394.806 392.233 143.498 248.735 19.2098 124.288 27.2163 20.012 7.20435 3.76327 97.0715 55.6672 16.4933 14.0361 5.20439 2.88148 50.7479 10.5319 7.44165 3.40366 40.216 3.20386 41.4043 5.30144 6.40666 36.1029 25.1418 17.2844 6.94461 internal_count=8000 7946 7917 2403 5514 410 1993 654 369 285 64 1339 666 372 343 138 102 549 121 106 77 428 89 673 139 271 534 399 175 90 is_linear=0 shrinkage=0.05 Tree=396 num_leaves=31 num_cat=0 split_feature=135 0 81 185 0 14 26 81 36 31 81 242 11 7 7 32 33 73 107 239 239 85 24 36 239 11 176 14 107 13 split_gain=0.508231 0.960244 1.53809 1.33678 1.27669 1.27144 1.55915 1.27493 2.10807 1.78915 1.28351 1.1713 1.09877 1.86041 1.33886 0.982504 0.886889 1.19478 0.805302 0.752886 2.2551 1.94339 1.68881 1.66659 1.59366 1.91791 1.58241 1.62593 1.37322 1.94978 threshold=1.0000000180025095e-35 108138.50000000001 -508.49999999999994 1.0000000180025095e-35 109911.50000000001 4.5000000000000009 1.0000000180025095e-35 -236.49999999999997 0.99085000000000012 0.20024914172550759 -462.49999999999994 0.050087500000000007 -2482.4999999999995 21912.750000000004 19116.000000000004 0.071899890026603006 0.67778009598813893 0.13985000000000003 1.5000000000000002 0.22061272937564155 0.20670422716006029 1.0000000180025095e-35 15.500000000000002 0.97785000000000011 0.20069198783628328 -3260.4999999999995 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 -4000.4999999999995 decision_type=2 2 2 2 2 8 2 2 8 8 2 2 10 2 2 8 8 8 10 10 10 2 2 10 10 8 2 8 8 2 left_child=1 3 16 5 -4 -1 7 8 10 -10 -7 -11 -9 14 -14 -13 -3 -18 -6 20 21 24 26 -24 25 -2 27 -21 29 -29 right_child=19 2 4 -5 18 6 -8 12 9 11 -12 15 13 -15 -16 -17 17 -19 -20 22 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.034607476961074801 -0.054427510273401175 0.031187731751786671 0.017500698022493568 0.045578575147654468 -0.057727847959650171 0.014233149477187608 -0.060869425033362845 0.035711003309317361 0.022422073873402698 0.031371686402689655 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14.776019129558334 15.184622196815331 leaf_count=44 133 105 37 10 48 184 47 40 14 5 29 5 36 36 16 188 31 30 17 114 141 72 135 88 67 5197 60 319 255 497 internal_value=-1.83024e-05 0.00500541 0.0148634 -0.000447236 -0.010261 -0.00297233 -0.00607516 -0.00325014 -0.0119784 -0.0297939 0.00744571 -0.0405774 0.0119995 -0.00129069 0.0205687 -0.0467589 0.0244859 -0.0042812 -0.0363629 -0.00065765 -0.00161707 -0.00118796 0.00493284 0.0251448 -0.000913128 -0.00133116 0.00086908 0.0024606 0.00418922 -0.00280675 internal_weight=395.584 44.6607 15.9052 28.7555 4.40462 27.2599 25.1808 23.9463 15.2295 7.9437 7.2858 6.58399 8.71676 5.58588 3.54912 6.06308 11.5006 2.17303 2.27018 350.923 299.521 296.619 51.4025 8.60478 295.258 291.483 42.7977 41.6562 40.4185 25.6425 internal_count=8000 922 268 654 102 644 600 553 425 212 213 198 128 88 52 193 166 61 65 7078 5610 5469 1468 223 5397 5330 1245 1185 1071 816 is_linear=0 shrinkage=0.05 Tree=397 num_leaves=31 num_cat=0 split_feature=150 49 77 32 33 8 12 28 33 242 57 1 24 9 81 625 240 241 46 242 32 0 6 24 31 45 242 242 33 240 split_gain=0.503342 1.63498 1.25903 1.25556 1.50144 0.925574 1.08211 0.710028 1.14523 1.31987 0.697002 0.620569 1.60455 1.54969 2.24759 1.51242 1.50371 1.47926 2.39089 2.8293 2.95488 2.58482 2.28588 1.74504 1.6517 3.37493 2.73365 2.37704 1.7691 1.59576 threshold=1.0000000180025095e-35 0.10985000000000002 3.5000000000000004 0.43389724364250071 0.3714916490179011 447750.00000000006 -4435.4999999999991 1.0000000180025095e-35 0.33365234483727518 0.17959411764705882 0.095250000000000015 1.0000000180025095e-35 10.500000000000002 0.029709000000000003 -1542.9999999999998 11248.222500000002 0.10001486155886322 132525.00000000003 0.004000000000000001 0.10359583333333332 0.18773209390267723 109508.00000000001 674437.50000000012 17.500000000000004 0.51160480388133922 0.086750000000000008 0.22757795138888889 0.24350119047619043 0.14509547980217227 0.74084651898734188 decision_type=2 8 10 8 10 10 2 2 8 2 10 2 2 2 2 8 2 2 8 2 8 2 2 2 10 8 2 2 8 2 left_child=11 10 3 7 5 -5 -7 8 -3 -10 -2 12 13 -1 -15 -14 -17 24 -19 20 -20 23 -23 -21 -13 -26 -27 -28 -29 -22 right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 17 15 14 -16 16 -18 18 19 21 29 22 -24 -25 25 26 27 28 -30 -31 leaf_value=0.010606564358725278 -0.054210104213423038 0.047564882779043569 -0.041048675776714685 0.038976238778004345 -0.056483272226782857 0.016218000514500484 -0.056113669990921745 0.054949391930744974 -0.03379311319575487 0.032693947075780376 0.011947636339593344 0.0010765165467549883 0.023155069031325887 0.016781168604842297 -0.050933557741260641 0.045320834361026449 -0.0048128913568559837 0.0098785377883312559 0.043769148277607493 -0.05521943804136327 -0.055388903789985428 0.028509135511562336 -0.056149266133096613 0.020484674581140269 0.010928225670180362 -0.051397747294568169 0.036446105193651823 0.043758779951340032 -0.046089752110386691 0.0050537498062586611 leaf_weight=57.010993685107678 1.3428333615083801 2.3889060169458363 0.94048360400484021 1.8605418249499059 0.96451485768193368 1.5160785655025391 0.78471411124337498 2.2975126728415489 1.4205189329804855 1.5730169750750063 0.56589342711959023 178.02239280231515 5.5116194353395258 2.3412741923239082 2.571239772689295 1.5236664421972808 81.473071260392317 8.4131153416092292 2.7905891714617637 8.9210177979257388 1.9739554476545889 2.4299994528410021 1.1867737626307642 0.83222688373643983 8.3589933775947447 6.8548062181089318 2.1828266891243402 0.67163792252540622 2.9727960194923071 2.4440495491144247 leaf_count=723 164 13 49 18 149 30 38 7 32 14 19 3124 75 45 85 21 1545 244 15 325 106 29 56 21 292 436 35 3 228 59 internal_value=-1.83472e-05 0.0087673 0.0147884 0.0188892 -0.000274581 0.0127535 -0.00845162 0.0316798 0.0217471 0.00114392 -0.0345959 -0.00038174 0.00211107 0.0082847 -0.0186611 -0.00220821 -0.00389253 -0.00202607 -0.012578 -0.0217588 0.00349001 -0.0353721 0.000730128 -0.0487597 -0.000489283 -0.0137371 -0.0299944 -0.00481699 -0.0295314 -0.0219519 internal_weight=394.142 15.655 13.7463 12.8058 5.12585 4.16133 2.30079 7.67995 5.38244 2.99354 1.90873 378.487 150.432 61.9235 4.91251 88.5084 82.9967 228.055 28.9917 20.5786 7.20859 13.37 3.61677 9.75324 199.063 21.0411 12.6821 5.82726 3.64443 4.418 internal_count=8000 533 350 301 235 86 68 66 59 46 183 7467 2494 853 130 1641 1566 4973 855 611 180 431 85 346 4118 994 702 266 231 165 is_linear=0 shrinkage=0.05 Tree=398 num_leaves=31 num_cat=0 split_feature=59 34 14 10 35 118 34 45 47 74 33 33 45 148 34 34 41 62 34 50 33 11 62 14 62 42 31 105 7 105 split_gain=0.495703 1.13771 1.35449 1.06149 0.884552 0.866365 1.22525 1.10275 0.791201 0.749554 0.825883 1.54403 0.719664 1.05292 0.824809 1.17384 0.731789 0.725614 1.25843 1.52814 1.52302 1.85839 1.93319 1.72643 1.36074 1.65504 1.45985 1.15003 1.20686 1.08767 threshold=0.24195000000000003 0.22390000000000002 3.5000000000000004 -13829.499999999998 0.20025000000000001 1.0000000180025095e-35 0.40415000000000006 0.31670000000000004 0.016550000000000006 0.014550000000000002 0.50017358777180498 0.81337003841009448 0.18830000000000005 1.0000000180025095e-35 0.25945000000000001 0.20690000000000003 0.60750000000000004 0.17125000000000004 0.1208 0.98935000000000006 0.15147104206873863 -3436.9999999999995 0.13350000000000004 6.5000000000000009 0.11165000000000001 0.24585000000000004 0.35251930783564128 1.0000000180025095e-35 17547.750000000004 1.0000000180025095e-35 decision_type=10 8 10 2 10 2 8 10 10 10 10 8 10 2 10 10 10 10 10 10 8 10 10 8 10 10 8 8 2 10 left_child=4 -2 3 5 9 6 7 -3 -5 12 -11 -12 14 -14 15 16 17 18 24 20 -20 22 -22 -23 25 -1 -26 28 -19 -21 right_child=1 2 -4 8 -6 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 27 19 29 21 23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.00025381242261917616 0.033215088552461483 -0.028628004533295687 -0.040559466012480366 -0.056129999546237347 -0.039764071902603754 0.038124675725090984 -0.054809608403952548 0.032366780978991996 0.007666268552206864 0.023083820927359625 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1.1594711770303545 1.8714624231215564 leaf_count=6131 49 41 79 47 83 45 34 42 34 94 88 2 159 24 20 46 43 13 12 58 66 40 82 221 22 208 127 21 50 19 internal_value=-1.9233e-05 0.0090202 0.000969383 0.00841167 -0.000368661 0.0171052 0.0030801 0.0150875 -0.0244427 -0.000220058 0.0151234 -0.0181511 -0.000544596 -0.0249108 -0.000344234 -0.000486769 -0.000320512 -0.000477334 -0.000723055 -0.0145946 -0.0219877 -0.0275633 -0.00237334 -0.0435051 -8.75947e-05 -0.000587868 0.0198377 0.0199615 -0.00849422 0.0184584 internal_weight=392.34 14.6018 10.9562 9.29114 377.738 7.34706 4.40672 3.6497 1.94408 376.319 7.79488 1.50481 368.524 3.00564 365.518 364.207 362.962 361.199 356.908 15.6339 12.7762 11.5694 4.48406 7.08532 341.275 332.916 8.35866 4.29086 1.94291 2.85769 internal_count=8000 371 322 243 7629 162 117 83 81 7546 184 90 7362 183 7179 7159 7113 7070 6986 498 421 409 148 261 6488 6339 149 84 63 77 is_linear=0 shrinkage=0.05 Tree=399 num_leaves=31 num_cat=0 split_feature=131 0 81 13 81 40 12 11 81 12 57 5 51 127 53 77 105 225 7 65 58 39 168 242 13 159 40 0 77 135 split_gain=0.484821 0.938016 0.91662 1.44159 0.930897 1.58733 1.0326 1.38227 0.933752 0.904461 1.19871 1.0481 0.693 1.40766 1.46194 1.71644 1.33261 1.20057 0.972677 0.841367 1.00395 1.40603 0.933479 1.82706 0.905249 2.71207 1.67845 1.30795 1.4397 1.78221 threshold=1.0000000180025095e-35 110597.50000000001 -1555.4999999999998 -4456.4999999999991 -6.4999999999999991 0.071400000000000019 -4391.4999999999991 -2026.4999999999998 -333.49999999999994 -2861.4999999999995 0.049300000000000004 178875.00000000003 0.82035000000000013 1.0000000180025095e-35 0.22155000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 34823.250000000007 0.80875000000000019 0.073000000000000009 0.18820000000000003 1.0000000180025095e-35 0.12171538461538461 -399.99999999999994 1.0000000180025095e-35 0.15225000000000002 105961.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 2 10 2 2 10 2 10 2 8 10 10 2 2 10 8 10 2 2 2 2 10 2 8 2 left_child=12 2 3 -2 6 -6 7 -4 -9 -8 11 -11 19 14 15 16 -14 -18 -16 22 -21 -22 24 -24 -1 26 27 -26 29 -29 right_child=1 -3 4 -5 5 -7 9 8 -10 10 -12 -13 13 -15 18 -17 17 -19 -20 20 21 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00070139456074475037 0.03250180082021651 -0.035867522760554514 0.023256028239934029 -0.054315200281614476 0.028465147464930812 -0.058088561594933689 0.039062550188700182 -0.060459887806392693 0.0063653576439809487 -0.055815961424522879 0.04152591940210637 0.018760914448817181 -0.046484718415560344 0.045141350584700077 0.019835005667998666 0.018956198800113361 0.038429248505053637 -0.039634682136786385 -0.037967093128733989 0.040538798895179348 -0.040359863092738063 0.04180184011748906 0.019675382369347832 -0.052806704719601763 0.028119462495266135 -0.051389295939785175 -0.031642975786512505 0.028804903887548656 0.01825571460221178 -0.050940174884922376 leaf_weight=322.20851917482833 0.77000134791887864 1.1689207715680812 2.7451816430111649 1.2615901110693872 1.0135589714627671 1.1096083716256542 6.3985180127201646 1.1673408426577228 0.94667556683999166 0.96173560418537218 1.4215029976330695 0.92352937476243824 6.2363033850015146 1.0520746273687116 3.7162344229291202 1.7840147769893508 1.018221852413262 0.95396459226321884 0.90507229781360354 2.7581683390380922 1.2160780760459604 0.91062927957682394 1.4019934599637047 2.2887650865595788 12.48959070094862 1.7169643218512636 1.8703638290025981 1.0544853555038645 5.4914647531695673 2.0879002904985002 leaf_count=6295 20 53 64 97 12 50 49 44 15 35 18 30 401 8 86 47 21 48 65 35 46 14 32 74 116 56 52 10 56 51 internal_value=-1.90734e-05 0.00758645 0.0102999 -0.0214104 0.0141604 -0.0167695 0.0186693 -0.00014598 -0.0305349 0.0280896 0.00685723 -0.0192832 -0.000426605 -0.0107185 -0.0147399 -0.0254946 -0.0351555 0.000669012 0.0085146 2.69355e-05 0.0206347 -0.00517926 -0.000260183 -0.0252732 5.92289e-06 0.00922877 0.0137552 0.0177749 0.00281068 -0.0241802 internal_weight=391.049 19.8882 18.7192 2.03159 16.6877 2.12317 14.5645 4.8592 2.11402 9.70529 3.30677 1.88526 371.161 15.6659 14.6138 9.9925 8.20849 1.97219 4.62131 355.495 4.88488 2.12671 350.61 3.69076 346.919 24.7108 22.9938 21.1234 8.63385 3.14239 internal_count=8000 487 434 117 317 62 255 123 59 132 83 65 7513 676 668 517 470 69 151 6837 95 60 6742 106 6636 341 285 233 117 61 is_linear=0 shrinkage=0.05 Tree=400 num_leaves=31 num_cat=0 split_feature=178 30 13 686 638 676 131 240 7 240 51 107 8 123 107 239 12 12 5 10 243 51 12 12 17 0 13 239 13 5 split_gain=0.465799 1.13222 1.45638 0.574721 0.839211 0.815351 0.585598 0.848229 1.67524 1.08945 1.30264 1.03578 0.926379 1.19972 0.954647 0.748783 0.745867 2.42131 3.24536 3.93901 3.03574 2.6284 2.53765 3.77059 2.401 3.35938 2.47583 2.77841 2.54688 2.4164 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 40873.747500000005 -15.499999999999998 211.72500000000002 1.0000000180025095e-35 0.21658280940586913 37671.750000000007 0.47700862703192853 0.80725000000000013 1.0000000180025095e-35 452250.00000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.051046395217073104 -2575.4999999999995 -5149.4999999999991 188550.00000000003 -11031.499999999998 0.029336580733854502 0.78115000000000012 -4082.4999999999995 -4775.4999999999991 1.0000000180025095e-35 100552.00000000001 -2446.4999999999995 0.051940436891028056 -2009.9999999999998 102375.00000000001 decision_type=2 2 2 8 8 8 2 2 2 2 10 10 8 2 10 8 2 2 2 2 2 8 2 2 2 2 2 8 2 2 left_child=3 2 -2 5 -5 -1 16 8 -8 12 11 15 14 -14 -9 -11 17 24 19 20 -19 -22 23 -21 26 -26 27 -6 -28 -30 right_child=1 -3 -4 4 6 -7 7 9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 22 21 -23 -24 -25 25 -27 28 -29 29 -31 leaf_value=0.0096064563923495046 0.020390037672066676 0.032066495845004525 -0.058941946610625233 0.039197861825047933 0.02772266690726773 -0.055857036550167806 -0.047837003289310315 -0.00095182251424680395 0.027117935140375457 0.036909069385173847 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8.2950594184512756 22.632884353675763 leaf_count=40 31 20 43 23 223 82 71 39 30 9 15 92 47 50 79 35 2242 54 560 53 144 827 165 138 30 524 155 1557 108 514 internal_value=-1.87286e-05 0.0139525 -0.0126415 -0.000232603 -9.48591e-05 -0.0274081 -0.000234672 0.00828812 -0.0158959 0.0128691 -0.00819166 -0.022947 0.0209053 -0.00330209 0.0291188 -0.000312535 -0.00068606 -0.00242761 -0.00839024 -0.0137928 -0.0226818 -0.0261591 0.00156648 -0.0180275 0.00203272 -0.0152764 0.00469605 0.00968914 -0.00628931 -0.00125885 internal_weight=389.713 5.87585 2.38067 383.837 381.901 1.93574 380.547 19.1409 3.04831 16.0926 4.44454 3.42642 11.6481 2.95092 8.69715 2.04207 361.406 227.607 97.4006 72.1277 45.6868 42.5869 26.4409 10.1692 130.206 17.3631 112.843 77.581 35.2623 30.9279 internal_count=8000 94 74 7906 7784 122 7761 467 101 366 151 136 215 97 118 44 7294 5052 1941 1381 1025 971 356 191 3111 554 2557 1780 777 622 is_linear=0 shrinkage=0.05 Tree=401 num_leaves=31 num_cat=0 split_feature=78 151 33 48 29 81 12 240 5 11 7 11 14 243 32 19 6 32 9 4 243 243 31 12 241 5 0 626 4 9 split_gain=0.473099 0.65124 1.31202 1.48888 0.987678 1.44367 0.775441 1.47533 2.30586 3.19336 2.69509 2.2692 1.90843 1.92311 2.97151 1.76815 1.65891 1.59544 1.50629 1.42633 1.42085 1.93604 1.30214 1.23701 2.68638 2.17577 2.92502 2.0694 2.39982 2.81967 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.55583709744822496 0.033100000000000004 1.0000000180025095e-35 -617.49999999999989 -8019.9999999999991 0.52679681487182528 126675.00000000001 -582.49999999999989 23897.250000000004 -1884.9999999999998 2.5000000000000004 0.044267817085708906 0.55032858314233424 1.0000000180025095e-35 247387.50000000003 0.44940187957095928 0.024887000000000003 1.5000000000000002 0.032418748203879556 0.028658003551990201 0.80276112126383448 -2575.4999999999995 167458.98375000004 208125.00000000003 100281.50000000001 15556.680000000002 1.0000000180025095e-35 0.027527500000000003 decision_type=10 2 8 10 2 2 2 2 2 8 2 8 10 2 8 2 2 10 2 2 2 2 10 2 2 2 2 8 2 2 left_child=1 6 4 -4 5 -3 7 8 12 10 -10 -9 13 20 16 17 -15 -13 -12 -11 21 -1 -20 25 -25 26 -8 -28 -29 -30 right_child=-2 2 3 -5 -6 -7 23 11 9 19 18 15 -14 14 -16 -17 -18 -19 22 -21 -22 -23 -24 24 -26 -27 27 28 29 -31 leaf_value=0.043239139842793345 0.0050067481518066906 0.023941403206781481 -0.056512512499149049 0.021758437398526745 0.037615676518089114 -0.040275198911138579 -0.064269592762548261 -0.042165236367211277 -0.057158676759151955 -0.052230522663109291 0.012856917561808723 -0.0055606859770017062 -0.041190804415846438 -0.033919984543289393 -0.048043780335605128 -0.024792332846977821 0.023329058069020206 0.044968108650684485 -0.053694454044825896 0.038160646832720559 0.034974216556654975 -0.05498569444600622 0.039857192254925518 0.0032420355901866885 -0.032068846682399337 0.0075292653542176728 0.017008799686692153 -0.014214116671180214 0.0054920275571320627 -0.034433262581285734 leaf_weight=0.91256199422060236 41.795483515934393 2.6935649025253947 1.3267789061355881 1.1208431585691867 4.3004887249553576 1.2964657021220745 2.2630050780717275 1.3313221384596543 1.8784078812022951 5.0720050312920675 12.810770157637306 1.9626217661425434 1.6712322261737416 1.5400614149402789 2.5789136069397509 1.4375137409660972 7.0951582450652495 7.6573532494658139 1.6473596759642526 0.47751160874031473 10.484981001078266 1.114140731617226 0.48043785363552149 116.67423462770967 5.6469965237192801 27.768688181899051 8.4273798611320654 72.120558487600647 37.410852634689945 5.0150580620393148 leaf_count=7 920 46 64 40 28 37 74 92 90 228 231 37 87 42 133 56 65 92 147 5 119 62 11 1865 207 733 162 1606 543 171 internal_value=-1.82128e-05 -0.000624828 0.0114961 -0.0206698 0.0209924 0.00307574 -0.0010128 0.00413012 0.00014212 -0.0115645 -0.000711511 0.0195054 0.0104518 0.0140895 -0.000946686 0.0269305 0.0131189 0.0346595 0.00638628 -0.0444528 0.0275663 -0.0107581 -0.0325713 -0.0021364 0.0016119 -0.00513301 -0.0079406 -0.00690402 -0.00866333 0.000772561 internal_weight=388.013 346.217 10.7381 2.44762 8.29052 3.99003 335.479 60.1524 47.7635 22.3665 16.817 12.3888 25.397 23.7258 11.2141 11.0575 8.63522 9.61998 14.9386 5.54952 12.5117 2.0267 2.1278 275.327 122.321 153.006 125.237 122.974 114.546 42.4259 internal_count=8000 7080 215 104 111 83 6865 1504 1227 712 479 277 515 428 240 185 107 129 389 233 188 69 158 5361 2072 3289 2556 2482 2320 714 is_linear=0 shrinkage=0.05 Tree=402 num_leaves=31 num_cat=0 split_feature=135 31 31 11 243 13 106 8 12 35 12 81 81 118 22 242 31 116 33 239 239 85 24 594 9 32 36 239 11 154 split_gain=0.478995 0.940504 2.12699 1.09451 2.12192 1.46723 1.4037 1.48908 1.11589 1.42805 1.11391 1.05246 1.03858 0.893476 0.847701 1.8767 2.07124 1.10344 0.930002 0.711156 2.1373 1.81511 1.5726 1.48985 2.15187 1.68394 1.48658 1.46993 1.77537 1.45929 threshold=1.0000000180025095e-35 0.20024914172550759 0.26037186615739477 -1060.9999999999998 0.073248470595974211 -854.49999999999989 1.5000000000000002 65250.000000000007 -8634.4999999999982 0.013450000000000002 -8749.9999999999982 -2759.4999999999995 -475.49999999999994 1.0000000180025095e-35 2.5000000000000004 0.18921785714285713 0.66165798289047617 1.0000000180025095e-35 0.17198191683706524 0.22061272937564155 0.20670422716006029 1.0000000180025095e-35 15.500000000000002 -28.499999999999996 0.029709000000000003 0.66844948086445433 0.97785000000000011 0.20069198783628328 -3260.4999999999995 1.0000000180025095e-35 decision_type=2 8 8 10 2 2 8 10 2 8 2 2 2 2 2 2 10 2 10 10 10 2 2 10 2 10 10 10 8 2 left_child=1 -1 -3 4 8 6 7 -5 9 -4 -9 -6 -8 -7 15 18 17 -17 -10 20 21 27 23 24 25 29 -24 28 -2 -21 right_child=19 2 3 5 11 13 12 10 14 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 22 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.025676963108185732 -0.054133445392442095 -0.046826786816308252 0.043389277621844337 0.043229816333298893 0.048299340208122821 -0.0067877971806109758 0.030278819461327319 0.017682618337051714 -0.015118549548946966 -0.05627043467556149 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283.78073175444297 1.7115689727070265 leaf_count=53 133 64 9 4 4 42 28 17 35 76 159 92 28 21 57 21 15 74 123 773 141 72 135 7 213 200 88 67 5197 52 internal_value=-1.83475e-05 0.00495136 0.00231778 0.00514874 0.0119654 -0.00595878 -0.0176472 -0.0323532 0.0162439 -0.0234913 -0.0408066 -0.0433983 0.00860318 0.0168748 0.0196211 0.0126635 -0.0161847 -0.0376071 0.0248668 -0.000642251 -0.00158282 -0.00116553 0.00486649 0.000899112 -0.000852401 0.00215036 0.0246688 -0.000902451 -0.00130706 -0.00296618 internal_weight=386.209 43.0772 38.2206 36.1388 22.3951 13.7438 9.09041 5.82637 20.7885 1.62849 5.24028 1.60654 3.26404 4.65336 19.16 13.3272 3.96176 2.9322 9.36549 343.132 293.09 290.316 50.0426 41.69 40.306 37.7554 8.35257 289.037 285.362 30.5766 internal_count=8000 922 869 805 506 299 236 180 410 85 176 96 56 63 325 268 110 95 158 7078 5610 5469 1468 1245 1238 1025 223 5397 5330 825 is_linear=0 shrinkage=0.05 Tree=403 num_leaves=31 num_cat=0 split_feature=352 131 33 33 77 81 448 358 243 240 10 81 6 41 51 127 0 58 43 0 42 239 65 58 39 168 242 13 159 33 split_gain=0.533102 0.483087 1.49834 1.07208 0.96782 0.808859 0.775566 0.850957 0.752074 1.02514 0.873037 0.700482 0.718374 0.883353 0.661605 1.27447 1.46225 1.58454 1.81781 1.35837 1.66235 0.948932 0.799502 0.91209 1.28943 0.844792 1.67192 0.897189 2.44267 1.56794 threshold=3556.6875000000005 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 1.5000000000000002 -1321.4999999999998 1.0000000180025095e-35 147318.75000000003 0.05474118540496626 0.21658280940586913 -11451.499999999998 -819.49999999999989 373405.50000000006 0.14790000000000003 0.82035000000000013 1.0000000180025095e-35 110210.50000000001 0.32050000000000006 0.030050000000000004 101339.50000000001 0.80205000000000015 0.11924215919345636 0.80875000000000019 0.073000000000000009 0.18320000000000003 1.0000000180025095e-35 0.12171538461538461 -399.99999999999994 1.0000000180025095e-35 0.31469441606860521 decision_type=8 2 10 8 8 2 8 10 2 2 2 2 2 10 10 2 2 10 8 2 8 8 10 8 8 2 2 2 2 10 left_child=-1 6 3 5 -5 -3 -2 14 9 -7 -10 -11 -13 -14 22 16 17 18 19 -16 -21 -18 25 -24 -25 27 -27 -8 29 -29 right_child=1 2 -4 4 -6 8 7 -9 10 11 -12 12 13 -15 15 -17 21 -19 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=0.037658323151531094 -0.041804579605541986 -0.054287444030603552 -0.051952841209018864 0.030211045340226422 -0.015204341090704713 -0.031566961254301924 -0.00081802537538065625 0.041910647491488505 -0.047564094352714588 0.042560021761790717 0.016132984018887377 0.029493602662214097 -0.060096126687748101 0.022395048167095276 0.035701484606888982 0.04392969968127923 -0.029501703304945615 0.024993834943252861 -0.046661127963708506 -0.05475591480189225 0.048761325872679034 0.034872568434149757 0.039704028601836014 -0.039257238771813689 0.040951478630821603 0.018786706915512472 -0.05163407939245105 0.022978724052881767 -0.050180748160586243 -0.0048509633501929951 leaf_weight=0.93659224489238113 1.1337306366185658 0.66545607091393577 0.99794057480903475 7.5963349570520196 1.3873230065219111 1.0975019825855286 315.22237394812146 1.1853002630523395 1.3295811804855477 2.2374366951989955 0.90348364412784565 1.4128511598100875 0.70186622781329766 0.60365514934528619 1.4417603449546672 0.99255593778798434 0.79030425463861442 1.4933668175945047 6.1558831883885441 1.492435133259278 0.52399144927039731 2.0768880727700889 2.6585290955845258 1.1636582624632867 0.87998467251600221 1.3685977346030989 2.1940945275273407 14.793972554645739 1.6162476845202025 7.6930702847821513 leaf_count=13 102 64 125 97 39 28 6186 17 44 20 7 19 25 17 24 8 34 33 386 125 5 49 34 45 14 32 74 135 54 145 internal_value=-1.81893e-05 -0.000110129 0.0076771 0.0109949 0.0231977 -0.00125117 -0.000514208 -0.000385512 0.00300803 0.012157 -0.0217927 0.02184 0.00478577 -0.0219533 -0.00052379 -0.0108169 -0.0147053 -0.0229226 -0.0303656 -0.00135798 -0.0278558 0.0171286 -8.05725e-05 0.0203967 -0.00471968 -0.000361386 -0.0245821 -0.000107085 0.00919058 0.0134579 internal_weight=384.747 383.81 18.9334 17.9355 8.98366 8.95183 364.877 363.743 8.28638 6.05331 2.23306 4.95581 2.71837 1.30552 362.558 14.9672 13.9746 11.1074 9.61407 3.45819 2.01643 2.86719 347.591 4.70217 2.04364 342.888 3.56269 339.326 24.1033 22.487 internal_count=8000 7987 485 360 136 224 7502 7400 160 109 51 81 61 42 7383 664 656 573 540 154 130 83 6719 93 59 6626 106 6520 334 280 is_linear=0 shrinkage=0.05 Tree=404 num_leaves=31 num_cat=0 split_feature=14 9 11 33 9 31 7 29 239 14 6 34 5 62 13 12 13 76 170 59 13 59 31 0 50 33 241 81 73 107 split_gain=0.462686 1.24185 1.03528 1.1574 0.828388 0.773328 0.682433 1.24189 1.79972 0.682121 1.15297 0.619531 0.965643 0.691115 1.482 1.30741 1.55437 1.42603 1.11611 0.836968 1.73641 1.5417 2.46869 2.19452 1.62254 1.4463 1.2791 1.28117 1.25112 1.10665 threshold=20.500000000000004 0.029709000000000003 -1539.4999999999998 0.61697391881022823 0.018717500000000001 0.45042301065183066 18398.250000000004 1.0000000180025095e-35 0.023281342158174952 18.500000000000004 288933.75000000006 0.0079500000000000022 89550.000000000015 0.021350000000000004 -749.99999999999989 -8689.9999999999982 -4010.4999999999995 0.019750000000000004 1.0000000180025095e-35 0.040150000000000005 -3784.9999999999995 0.049050000000000003 0.48723471141890379 103406.50000000001 0.97195000000000009 0.28298015816786154 30187.500000000004 -2823.4999999999995 0.036050000000000006 4.5000000000000009 decision_type=10 2 8 8 2 8 2 2 8 10 2 8 2 8 2 2 2 8 2 8 2 8 8 2 8 10 2 2 10 8 left_child=9 2 3 4 -2 -4 -7 8 -8 11 -11 12 -1 14 15 -13 -17 18 -18 20 -15 22 -21 -24 -23 28 -27 -28 -22 -26 right_child=1 -3 5 -5 -6 6 7 -9 -10 10 -12 13 -14 19 -16 16 17 -19 -20 21 25 24 23 -25 29 26 27 -29 -30 -31 leaf_value=0.027028894339931372 -0.019895832927640664 -0.040337698789718622 -0.0087380471921621843 -0.055593759567228319 0.032173578412560688 0.044195730754855514 0.047134192028481424 0.039073697206903096 -0.051110058151321802 0.019729409770642345 -0.049584090726797807 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94.537983431917382 leaf_count=14 34 63 28 58 26 28 6 23 38 17 54 66 72 198 31 96 97 14 42 44 63 80 53 88 5026 9 4 148 39 1441 internal_value=-1.76711e-05 0.008593 0.0128254 -0.0084531 0.00673319 0.021641 0.0281643 0.0149135 -0.0143124 -0.00036795 -0.0256303 -0.000184774 -0.030223 -4.3842e-05 0.0105674 0.0155151 0.00508657 0.0137902 0.00130885 -0.000490977 -0.0126858 5.642e-08 0.0192921 0.0303565 -0.000594708 -0.00342748 -0.0277083 -0.0401549 0.0105227 -0.000345012 internal_weight=383.508 14.9911 13.7977 4.0418 3.057 9.75586 8.03132 4.39699 1.98988 368.517 2.65287 365.864 1.70853 364.156 14.7243 13.4188 9.27686 7.85612 5.84842 349.431 13.5255 335.906 10.0461 8.37681 325.86 10.6746 3.89509 3.27676 6.77953 324.236 internal_count=8000 304 241 118 60 123 95 67 44 7696 71 7625 86 7539 346 315 249 153 139 7193 461 6732 185 141 6547 263 161 152 102 6467 is_linear=0 shrinkage=0.05 Tree=405 num_leaves=31 num_cat=0 split_feature=33 12 81 81 243 13 24 12 9 12 107 240 9 10 11 32 0 242 125 31 107 239 36 81 12 6 243 228 239 85 split_gain=0.464655 1.17235 1.90546 2.14246 1.80316 1.74705 1.5293 1.40242 1.50891 1.68221 1.81821 2.6815 1.48653 1.84967 1.45707 1.61474 1.31536 1.29369 1.21659 1.24583 1.211 1.52326 1.22139 1.03403 1.28407 1.19816 1.58854 0.997145 0.969445 1.91489 threshold=0.32885910741650776 -4775.4999999999991 -1.0000000180025095e-35 -248.49999999999997 0.05474118540496626 -4780.9999999999991 9.5000000000000018 -1337.4999999999998 0.0049045000000000009 -1656.4999999999998 2.5000000000000004 0.7702231023785796 0.011311499999999952 -13156.999999999998 -1070.4999999999998 0.46152011059136155 109601.50000000001 0.19471000000000002 1.0000000180025095e-35 0.39688425021409152 1.0000000180025095e-35 0.13637311278903999 0.97395000000000009 -20.999999999999996 -8868.4999999999982 247587.75000000003 0.068478571428571416 1.0000000180025095e-35 0.28750629053976978 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 2 2 2 2 10 2 2 2 10 10 2 2 2 10 8 10 10 2 2 2 2 2 10 2 left_child=1 5 3 7 -4 -1 -5 8 -3 10 20 -12 13 -9 15 -14 18 -8 23 -20 21 -10 -22 25 -25 26 -7 28 29 -2 right_child=27 2 4 6 -6 16 17 12 9 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.055426440319562842 -0.0018029989128331174 0.035129864224176514 0.032618868769702145 0.012998378684907939 -0.010512261956595654 -0.058210405844558971 -0.066463373598444037 0.01571710555619292 -0.042094470574048352 -0.055201006923644214 -0.046851499890241094 0.031794947602223227 0.016944381413317083 -0.055886458395315614 0.02951195793644943 -0.04409383266945377 0.02873588614532295 -0.013297159618293026 -0.03680649464455199 0.016813255618976702 0.019453356578733118 0.018761365884514877 -0.027536084645070149 0.018098296204682077 -0.051304600779516797 0.018859514211123293 0.018291093002600064 0.036904481199664184 0.0086761202478316864 -0.059061356712885309 leaf_weight=1.0025934040022537 259.28110231329265 1.7765558949904505 6.9566329561639559 1.4005677585955698 3.7184882182627916 1.244915069546557 3.0171357817598619 1.8616435697767886 2.8330921912565872 2.1136639509350053 5.1386536669451734 1.373524071590509 2.9900874102022508 1.7494854503311277 8.5440692735137382 1.6993111723568288 8.5176966172875819 1.8431923650205133 2.9377455026842645 1.7161320004961451 8.1259415188105759 1.614130623755045 1.6665265650954104 1.2637209872482347 1.4101361392531568 19.141662164562149 1.4916350278072057 1.7214632461545978 22.570565305410128 1.4684517530113215 leaf_count=47 5764 15 57 16 34 32 64 30 45 37 88 18 24 25 66 48 84 21 62 38 76 21 40 15 25 199 27 23 871 88 internal_value=-1.66423e-05 0.00296964 -0.00150225 -0.00577188 0.0175949 0.00971597 -0.0330357 -0.00165741 -0.00925797 -0.0127067 -0.0083785 -0.0302637 0.00946151 -0.0189727 0.0172206 -0.00517422 0.0114473 -0.046301 0.00640518 -0.017034 0.00163016 -0.0200067 0.0114565 0.0108481 -0.0185033 0.0144353 -0.0165111 -0.00103444 -0.00126496 -0.00212546 internal_weight=382.191 97.1489 58.4227 47.7476 10.6751 38.7262 6.2609 41.4867 24.6421 22.8655 20.7519 6.51218 16.8446 3.61113 13.2335 4.6894 37.7236 4.86033 29.2059 4.65388 14.2397 4.44722 9.79247 24.5521 2.67386 21.8782 2.73655 285.042 283.32 260.75 internal_count=8000 1254 725 634 91 529 101 533 340 325 288 106 193 55 138 72 482 85 398 100 182 66 116 298 40 258 59 6746 6723 5852 is_linear=0 shrinkage=0.05 Tree=406 num_leaves=31 num_cat=0 split_feature=59 38 148 243 32 240 36 31 45 105 0 46 44 32 32 81 77 241 43 41 118 31 33 81 77 7 59 24 48 13 split_gain=0.465526 1.03507 1.07757 1.08824 0.996183 1.25367 0.840223 0.755498 0.750144 1.166 0.9269 0.798029 0.799801 0.752897 0.887486 0.674399 1.45557 1.43303 1.30573 0.885203 0.823684 2.76579 3.3709 3.49773 2.65073 1.97662 2.49608 2.36358 2.06463 1.67712 threshold=0.24195000000000003 0.070900000000000005 1.0000000180025095e-35 0.056591734200257253 0.53198595042860786 0.22733991573533119 0.98285000000000011 0.54965259207857364 0.20600000000000004 3.5000000000000004 101758.00000000001 0.014750000000000001 0.045550000000000007 0.58108622350468397 0.71439530561173159 -2425.9999999999995 1.0000000180025095e-35 66999.750000000015 0.018450000000000005 0.36475000000000007 1.0000000180025095e-35 0.14831277365138276 0.58060556429891952 -419.49999999999994 1.0000000180025095e-35 36708.750000000007 0.094850000000000004 8.5000000000000018 0.025750000000000006 -1806.9999999999998 decision_type=10 10 2 2 8 2 8 10 10 10 2 10 10 10 8 2 8 2 8 10 2 10 8 2 8 2 10 2 8 2 left_child=8 4 3 -3 -2 6 -6 -7 9 11 -10 15 -13 -14 -15 16 17 -1 -18 -20 -17 25 23 24 -23 27 -27 29 -29 -22 right_child=1 2 -4 -5 5 7 -8 -9 10 -11 -12 12 13 14 -16 20 18 -19 19 -21 21 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.030635792467246861 0.033238294319780815 -0.054720927462825489 0.027875535890474742 0.0086296629378876371 0.046166017088105062 -0.054113251290546373 -0.0073538194826705643 0.010674216740867458 0.02163406771065441 -0.055202653727723421 -0.053881542302593934 -0.035906733963349542 0.029670881404581156 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34 13 78 40 37 19 76 119 29 75 51 18 5282 26 134 197 6 38 131 356 115 119 166 35 32 497 22 internal_value=-1.64415e-05 0.00896583 -0.0125495 -0.0292656 0.0176194 0.00153245 0.0219509 -0.0299041 -0.000356662 -0.000191789 -0.0313553 -4.66104e-05 0.0162754 0.0214973 -0.0130261 -0.000382382 0.0107968 0.0225058 -0.0131111 -0.0280813 -0.000805194 -0.00605061 -0.0223569 -0.00881726 0.00543536 0.000848959 -0.0260434 0.00510391 0.0089664 -0.0359255 internal_weight=380.835 13.8984 3.98657 2.82034 9.91185 4.88277 2.96013 1.92265 366.936 364.995 1.94131 364.034 7.33787 6.67036 1.27692 356.697 12.9991 8.72568 4.27341 3.30405 343.697 61.4584 18.2728 13.0753 10.029 43.1856 5.89946 37.2861 34.078 3.2081 internal_count=8000 371 152 130 219 168 53 115 7629 7491 138 7415 173 144 69 7242 449 220 229 203 6793 1511 721 365 250 790 201 589 529 60 is_linear=0 shrinkage=0.05 Tree=407 num_leaves=31 num_cat=0 split_feature=135 31 31 11 243 107 43 241 12 35 144 33 36 13 24 0 6 13 13 32 106 12 0 0 0 105 143 42 49 239 split_gain=0.458519 0.878999 1.92396 0.980889 1.93109 1.36749 1.10726 1.06506 1.03928 1.33317 0.771924 0.959415 2.00473 1.03981 0.953629 0.931621 0.844904 0.751643 1.46088 1.30364 0.7724 1.23508 0.703316 1.98412 1.95501 2.73087 2.2481 2.19717 2.1736 2.09441 threshold=1.0000000180025095e-35 0.20024914172550759 0.26037186615739477 -1060.9999999999998 0.073248470595974211 2.5000000000000004 0.088700000000000015 11475.000000000002 -8634.4999999999982 0.013450000000000002 1.0000000180025095e-35 0.67144732139725705 0.97645000000000015 -639.49999999999989 10.500000000000002 104294.50000000001 808317.00000000012 -854.49999999999989 -2423.4999999999995 0.071899890026603006 1.5000000000000002 -4715.9999999999991 104195.50000000001 104346.00000000001 103363.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.048550000000000003 0.060950000000000011 0.10704158700518505 decision_type=2 8 8 10 2 10 8 2 2 8 2 8 10 2 2 2 2 2 2 10 8 2 2 2 2 10 2 8 8 10 left_child=1 -1 -3 4 8 6 -5 -6 9 -4 11 14 13 -13 -10 16 -16 18 20 -20 21 -8 24 -24 26 29 28 -28 -2 -26 right_child=22 2 3 5 7 -7 17 -9 10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.025182247936391067 -0.025130854602594552 -0.045532392464978172 0.042671457580874907 -0.038953242924052417 0.052096853725384522 -0.048022855143482847 0.027585434735409059 -0.060862135815306917 0.038402541260322193 -0.055976571578265383 0.045935500066230518 -0.057443514506115893 0.03053351032946048 0.019616546219899722 -0.059561656505707689 0.019692244802033913 0.018693002286298173 0.023686664339277498 0.024395847525329736 -0.058693168802624665 0.044319854986624919 -0.044704353920744698 -0.048779714335343095 -0.0019018462394808152 0.025955564250280561 -0.032626316712305738 0.035087701211983464 -0.053072974867643889 0.002770146961527296 -0.0057990240120310644 leaf_weight=4.7482796192634842 7.6032478934939709 1.9868292965111312 0.51021543075330789 1.546859318437783 0.24922029674053092 1.6647966049495142 1.4275052348675652 1.2827275330200789 5.268147187191067 1.0418508266666322 2.3329891251341897 1.6804662067879692 2.0836284294491634 0.59196484624408086 0.80838984204456188 5.1560178110958077 0.60163458099123091 3.8937230174196911 0.65530664846301068 1.6882958680798763 1.3952777234371749 1.0081325693172405 2.2820608786132643 207.284637265122 20.976773892849458 2.9329454799299119 0.87924927938729425 3.601908562326571 85.210755209925992 6.9008973538875571 leaf_count=53 286 64 9 71 1 61 21 95 54 76 19 68 40 9 28 89 18 39 5 57 14 31 84 4425 252 82 12 167 1593 177 internal_value=-1.78688e-05 0.00493373 0.00232632 0.00505188 0.0116246 -0.00564235 0.000432058 -0.0424857 0.0157538 -0.0235477 0.0190468 0.0151722 -0.00488953 -0.0373695 0.0225568 0.0098432 -0.0261717 0.00648312 -0.00436564 -0.0354602 0.0146568 -0.00233596 -0.000628214 -0.00241232 0.00229038 0.0132667 -0.0011855 -0.0357749 0.00048452 0.018095 internal_weight=379.295 41.6223 36.874 34.8871 21.6073 13.2799 11.6151 1.53195 20.0753 1.55207 18.5232 16.1902 4.35606 2.27243 11.8342 6.56604 1.41002 10.0682 6.17452 2.3436 3.83092 2.43564 337.672 209.567 128.106 30.8106 97.2952 4.48116 92.814 27.8777 internal_count=8000 922 869 805 506 299 238 96 410 85 325 306 117 77 189 135 46 167 128 62 66 52 7078 4509 2569 511 2058 179 1879 429 is_linear=0 shrinkage=0.05 Tree=408 num_leaves=31 num_cat=0 split_feature=78 203 12 240 11 5 11 7 11 36 159 243 19 10 4 3 33 76 9 32 240 31 12 241 5 0 12 0 158 243 split_gain=0.454864 0.600887 0.627981 1.50693 2.14888 2.03804 2.89726 2.50034 1.86731 3.11373 2.36947 2.21091 1.62366 1.56269 1.35323 1.33212 1.46629 1.33011 1.32277 1.2703 1.232 1.18445 1.05966 2.45591 2.15048 2.45305 2.07389 1.99675 1.81515 2.42511 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -8019.9999999999991 0.52679681487182528 -1884.9999999999998 126675.00000000001 -582.49999999999989 23897.250000000004 -792.49999999999989 0.98335000000000006 1.0000000180025095e-35 0.05454040816326531 1.0000000180025095e-35 -18812.499999999996 1.5000000000000002 1.0000000180025095e-35 0.42854052718861196 0.048150000000000005 0.024887000000000003 0.44940187957095928 0.59967395473724594 0.80276112126383448 -2575.4999999999995 167458.98375000004 208125.00000000003 100281.50000000001 -7023.4999999999991 108761.50000000001 1.0000000180025095e-35 0.085816782802075608 decision_type=10 2 2 2 8 2 8 2 8 10 2 2 2 2 2 2 8 10 2 10 2 10 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 8 7 -7 9 10 -1 15 19 -13 -8 17 -17 -10 -9 -6 -14 -20 24 28 25 -4 -26 -25 -24 -30 right_child=-2 -3 22 4 12 6 14 18 11 -11 -12 13 20 -15 -16 16 -18 -19 21 -21 -22 -23 23 27 26 -27 -28 -29 29 -31 leaf_value=-0.059620972388769691 0.0049534565640916859 0.019975817078768353 -0.061814053802142548 -0.041440026917731972 -0.0027428101056327829 -0.056451886881243502 -0.05134113123632425 0.011548866399680903 0.039873414962115418 0.033721279742441372 0.01968373586765667 -0.054493567877035791 0.043341067116490779 0.012756335491626389 0.038180084054127483 0.032818459918353207 -0.057768316132787371 -0.0045737396237738263 -0.053414442291614184 0.044053948005677766 -0.056456163734740245 0.03856362007277353 0.0056454365771467212 -0.055247272622686985 -0.045227665941398973 -0.006512004552006536 0.011460947402337711 0.00676936782838174 -0.020855332830169885 0.03364625219565897 leaf_weight=3.2358887373193284 41.020486550371061 3.5035277539864174 2.0384763257752629 1.2780425558157729 1.8057180887553803 1.8147546877880838 4.8248953784441282 12.909698534844209 10.500277336032015 2.4093336781224934 1.3285916417953556 1.566128261620179 0.46423052641330353 1.9263697545975436 0.4626190005801617 0.87561819190159496 0.9119756663858426 2.0045529198832819 1.5269555379018118 7.3646833545062691 0.92636534490156919 0.45410942987655278 100.66439903785067 3.3381942693667943 1.7196703593799636 122.95294094622659 26.100644873840793 2.1235890292737167 13.423260885239868 2.407045680913142 leaf_count=145 920 32 73 94 36 100 228 242 99 43 29 90 10 23 5 9 43 52 149 93 48 11 1590 157 93 2554 655 53 293 31 internal_value=-1.77049e-05 -0.000623054 -0.000839544 0.00386 0.0197947 -0.000175163 -0.0112516 -0.00104177 0.00966394 -0.0122644 -0.0365376 0.0182625 0.027205 -0.0174003 -0.0435087 0.026977 -0.0133961 0.0327484 0.00571112 0.0348393 -0.0231403 -0.0323308 -0.00184166 0.00163407 -0.00461558 -0.00741392 0.00795683 -0.0311347 0.00317041 -0.0125682 internal_weight=377.883 336.863 333.359 58.5908 11.839 46.7518 21.993 16.7055 24.7587 6.97381 4.56448 17.7849 10.561 3.4925 5.28751 14.2924 1.78759 12.5048 14.8908 9.1704 1.3906 1.98106 274.768 121.956 152.812 124.991 27.8203 5.46178 116.495 15.8303 internal_count=8000 7080 7048 1549 281 1268 735 502 533 217 174 316 187 113 233 203 52 151 402 129 58 160 5499 2124 3375 2627 748 210 1914 324 is_linear=0 shrinkage=0.05 Tree=409 num_leaves=31 num_cat=0 split_feature=33 12 13 32 19 31 242 10 34 14 6 13 6 77 13 14 242 6 240 13 37 10 5 242 9 5 7 11 242 243 split_gain=0.462589 1.13428 1.62077 1.40066 1.74699 1.7242 1.63553 1.94736 1.58652 1.57795 1.52664 2.30998 1.3736 1.59822 1.30334 1.20656 1.19196 0.916198 1.37946 1.12316 0.983741 1.04342 1.60413 1.47086 1.44515 1.41821 1.21714 1.0715 0.963505 0.982082 threshold=0.32885910741650776 -4676.4999999999991 -4780.9999999999991 0.45817966136926785 1.0000000180025095e-35 0.47297034682210254 0.2035383928571429 -8859.4999999999982 0.08160000000000002 2.5000000000000004 608629.50000000012 -1870.4999999999998 323424.00000000006 1.0000000180025095e-35 -4552.4999999999991 10.500000000000002 0.21288289473684213 247387.50000000003 1.0004549590536855 -1029.4999999999998 0.81300000000000006 -18812.499999999996 114543.00000000001 0.14367333333333335 0.025778000000000002 201883.50000000003 30570.750000000004 -161.49999999999997 0.18204999999999996 0.052356920876085206 decision_type=8 2 2 10 2 8 2 2 8 10 2 2 2 10 2 8 2 2 2 2 10 2 2 2 2 2 2 8 2 2 left_child=1 2 -1 9 5 -5 7 -7 -6 10 11 -3 -11 -14 -8 -16 -13 18 19 -4 21 22 -19 -23 27 -26 -24 28 -25 -30 right_child=-2 3 17 4 8 6 14 -9 -10 12 -12 16 13 -15 15 -17 -18 20 -20 -21 -22 23 26 24 25 -27 -28 -29 29 -31 leaf_value=-0.05513008797772239 -0.0010374079534888163 0.01726538367819971 -0.05669556225258196 0.012814212182035312 0.013930348181078711 -0.046360836064451738 0.047879281217869725 0.036599209896958994 -0.053961965183940488 0.018018792351005838 0.032356252275631554 -0.041226550756054942 -0.058974717342418562 -0.0038238289293963772 0.02495579746963842 -0.034463449172509562 0.0045227285113305224 0.026881729386796352 0.020598248365326626 0.01271309635728479 -0.021023755257291391 0.035264016049572182 -0.060022988976191106 -0.013880923382431269 -0.062556743915474916 0.011390482237661695 8.7984522935787449e-05 0.05268856071675642 0.004401088678773553 0.037461686461382038 leaf_weight=0.94956195013946754 281.16938687577021 11.073814506351487 1.7623537092003974 8.504087955458095 1.1281032424885769 5.1160152364755076 1.2651392081752417 0.82087293849326215 3.6272923251381144 2.2830364403780541 6.5152515349909654 3.3273139670491245 2.3653117893263698 2.9544243039563298 1.4059147648513319 2.1776916845701635 2.488628800958395 2.5961627396754876 2.0989324459806085 0.87085650375229207 1.911360963305923 10.026087284728424 1.4503735045436772 2.7787842811085275 1.2188321165740483 1.3853815114125607 2.0080343424342573 1.860610563308003 4.8262167036300507 4.2020980138331652 leaf_count=47 6746 89 52 94 19 152 8 8 89 24 47 39 33 28 16 43 17 25 27 14 38 87 42 35 30 18 41 7 59 26 internal_value=-1.82269e-05 0.00299827 0.00941224 -0.00165563 -0.0107123 -0.00402066 -0.0172944 -0.0348902 -0.0378561 0.0053674 0.011796 0.00386479 -0.0144228 -0.0283455 0.00425036 -0.0111522 -0.0216505 0.0109839 -0.00963877 -0.0337407 0.013832 0.0158913 -0.00282262 0.0201997 0.0109178 -0.0232185 -0.0251211 0.017422 0.0118646 0.0197887 internal_weight=376.168 94.9985 39.9456 55.0529 24.0451 19.2897 10.7856 5.93689 4.7554 31.0078 23.405 16.8898 7.60277 5.31974 4.84875 3.58361 5.81594 38.9961 4.73214 2.63321 34.2639 32.3526 6.05457 26.298 16.2719 2.60421 3.45841 13.6677 11.8071 9.02831 internal_count=8000 1254 548 706 429 321 227 160 108 277 192 145 85 61 67 59 56 501 93 66 408 370 108 262 175 48 83 127 120 85 is_linear=0 shrinkage=0.05 Tree=410 num_leaves=31 num_cat=0 split_feature=633 0 12 10 626 242 24 633 131 0 207 81 17 37 243 14 243 10 13 159 40 243 31 7 32 33 239 243 43 10 split_gain=0.452745 1.1818 0.715144 1.05522 0.562803 1.34699 0.831949 0.679506 0.562543 0.87023 0.779523 1.46165 1.35402 1.24024 1.24534 1.45227 1.12398 0.80543 0.748311 2.40184 1.47673 1.15258 1.53047 1.27833 1.97004 1.28873 1.93808 1.04861 0.99252 1.85439 threshold=-2120.9999999999995 102653.50000000001 -4048.4999999999995 -20077.499999999996 17102.610000000004 0.14609000000000003 10.500000000000002 -79.499999999999986 1.0000000180025095e-35 110597.50000000001 1.0000000180025095e-35 -1518.4999999999998 1.0000000180025095e-35 0.78580000000000017 0.04993455497382196 4.5000000000000009 0.046902020888199808 -20792.499999999996 -399.99999999999994 1.0000000180025095e-35 0.15225000000000002 0.046616922252745559 0.2904846699880313 15243.750000000002 0.17896658583416714 0.40748814487527341 0.14542003418308577 0.036041658972254309 0.019550000000000001 -23125.999999999996 decision_type=8 2 2 2 10 2 2 10 2 2 2 2 2 10 2 10 2 2 2 2 10 2 10 2 10 10 8 2 8 2 left_child=1 -1 3 -3 7 6 -6 8 18 10 11 -10 13 14 16 -16 17 -13 28 20 21 22 -20 24 -23 -25 -27 -22 -2 -30 right_child=4 2 -4 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 27 23 -24 25 -26 26 -28 -29 29 -31 leaf_value=-0.055290037555685789 0.0084670793496840844 0.037948069587841374 0.040209961310431128 -0.032551384319790932 0.036761183292344242 -0.056512459800576592 -0.032108283058065762 0.032533011824946861 -0.053002112616336444 -0.035013852798999656 0.02958872589037409 0.019603901295319852 0.034241910601588849 0.035926317036445041 -0.056483194332352264 0.030271364658600031 0.035126905848823754 -0.05437225350151334 -0.034519003712358935 -0.049522521903818534 0.01526954981872812 0.042846553597509829 0.022668727837518065 0.037905347858835821 -0.043956175309932372 -0.045493337817560625 0.034841304061130229 -0.057019083004140519 -0.028800847497999823 -0.0014767115817935618 leaf_weight=0.54330974984623015 24.21786070719827 1.0153951130341738 2.5928281124215573 1.1121022433508188 1.0514680814376327 1.4641524364851646 0.75223124562762667 1.59406232764013 1.0017233326943848 1.0830039100837883 4.305037895217537 0.63196127745322883 3.8384155099483905 1.6832018566783515 2.1668071810418046 0.62054772235569533 1.7832989017479119 0.88073656396591304 2.3088394945953139 1.6969524356536556 0.83974538813345079 1.1037003803066903 2.3717123177775647 9.9904103053268027 1.6030373552348463 1.3000983472447836 1.7768335868022402 1.2460824931476961 6.3443680044765633 291.8491333160764 leaf_count=32 708 17 37 48 18 89 50 18 99 51 54 15 39 33 93 16 14 55 53 63 17 6 38 60 39 26 20 48 316 5828 internal_value=-1.75812e-05 0.0145431 0.0225809 0.00109604 -0.000225 -0.020883 0.00803923 -4.06733e-05 -0.000183071 0.0084365 0.011219 0.00494596 0.00994795 -0.00205871 -0.0125688 -0.0371691 0.00823516 -0.0234672 -0.000630518 0.00784231 0.012161 0.0162478 -0.00554104 0.0227131 -0.00856146 0.0291912 0.000897448 -0.027916 -0.00126747 -0.00205806 internal_weight=374.769 5.26364 4.72033 2.1275 369.505 3.26785 1.8037 366.238 364.644 17.9947 16.9117 12.6067 11.605 7.76655 6.08335 2.78735 3.296 1.5127 346.649 24.2374 22.5405 20.4546 4.68055 15.7741 2.70674 13.0673 3.07693 2.08583 322.411 298.194 internal_count=8000 134 102 65 7866 157 68 7709 7691 469 418 364 265 226 193 109 84 70 7222 370 307 242 91 151 45 106 46 65 6852 6144 is_linear=0 shrinkage=0.05 Tree=411 num_leaves=31 num_cat=0 split_feature=59 9 240 239 35 32 37 5 74 46 35 52 24 31 31 6 241 240 54 32 103 14 106 107 162 240 115 9 631 44 split_gain=0.455518 0.978618 1.41486 0.744705 0.721675 0.704277 1.2491 0.752583 0.688058 0.740842 0.711164 0.69018 1.36656 0.644317 1.49602 1.40612 1.22184 1.58201 0.837396 0.882747 0.659719 0.678175 1.15276 1.14549 0.930866 3.32463 1.90427 2.12354 2.0201 1.88468 threshold=0.24195000000000003 0.019967499999999954 0.22733991573533119 0.064823721816836211 0.20025000000000001 0.53198595042860786 0.86060000000000014 178875.00000000003 0.014550000000000002 0.027650000000000004 0.059350000000000007 0.014 10.500000000000002 0.69080213889459652 0.6753850321909679 630373.50000000012 55729.875000000007 0.24978741572392746 0.12065000000000002 0.38174437897028429 1.0000000180025095e-35 20.500000000000004 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.24000192003072052 1.0000000180025095e-35 0.0049045000000000009 -55.499999999999993 0.067650000000000002 decision_type=10 2 2 8 10 8 8 2 10 10 10 8 2 10 10 2 2 2 10 10 10 10 10 8 2 2 2 2 10 8 left_child=4 2 3 -2 8 -3 -7 -8 13 11 -11 -10 -13 14 20 18 -17 -18 -15 -20 21 22 24 -23 -1 26 27 -26 29 -29 right_child=1 5 -4 -5 -6 6 7 -9 9 10 -12 12 -14 15 -16 16 17 -19 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0022524803334362463 0.042190689716710528 0.03020671434435955 -0.053831894221488798 -0.016027047415983629 -0.037414078173118585 -0.039284840818039832 -0.022662032681752018 0.031425025654494981 0.039118147458340496 0.010169254615646359 -0.054463160565895063 0.030177400539257639 -0.054859427771635744 -0.05539465517176663 0.034102120343367966 0.030091095364253174 -0.045818634988397361 0.017772768427655454 0.036264995046874367 -0.052099741077840725 0.024163552718851025 0.015025735982649238 -0.043263016252823215 -0.030947332085345933 0.046891747833687047 0.011507842064043742 0.044280599851752672 0.010561166111639785 0.053916735380626427 -0.039555621329233931 leaf_weight=259.32000658909055 1.0315512022934852 5.0397594338864993 1.3476118670369031 1.1749956844141705 1.3088305733108416 1.2611278531258001 0.84256492345593903 2.7173071944125695 3.2235010762233278 1.2466251226142047 0.64623780870169856 1.4550253488559977 0.69961721173604008 2.3756198567098168 3.1543572019581907 2.291381655522855 2.0758438182019749 1.8493495849033932 0.6310803774395024 0.51187280440353788 2.6916525294363955 12.542268207122103 1.6174828642979253 1.5190600984788041 1.0881741887424112 45.180554784463311 1.2399757101666189 2.2911745334349645 0.75130400061607439 10.350079481650027 leaf_count=5230 10 59 94 36 83 82 33 57 42 27 42 28 45 248 57 59 200 90 15 72 34 229 56 44 10 648 14 60 2 294 internal_value=-1.67871e-05 0.00902981 -0.0134643 0.0111895 -0.000353839 0.0171375 0.00347521 0.0186235 -0.000218633 0.0150057 -0.0118967 0.0244742 0.00256575 -0.000533576 -0.000172259 -0.0132174 0.00107872 -0.0158576 -0.0384755 -0.00330925 -0.000491563 -0.000689131 -0.00115873 0.0100592 -0.000946058 0.00461674 -0.0151879 -0.0202802 -0.0257381 -0.0304722 internal_weight=373.476 13.4149 3.55416 2.20655 360.061 9.86076 4.821 3.55987 358.752 7.27101 1.89286 5.37814 2.15464 351.481 341.746 9.73515 6.21658 3.92519 3.51857 1.14295 338.592 335.9 321.839 14.0613 320.221 60.9013 15.7207 14.4807 13.3926 12.6413 internal_count=8000 371 140 46 7629 231 172 90 7546 184 69 115 73 7362 6678 684 349 290 335 87 6621 6587 6314 273 6258 1028 380 366 356 354 is_linear=0 shrinkage=0.05 Tree=412 num_leaves=31 num_cat=0 split_feature=135 81 31 14 13 81 32 8 170 5 45 240 240 6 132 33 239 9 241 239 239 85 24 14 176 239 11 36 594 9 split_gain=0.456189 0.814446 1.3299 1.35096 1.10006 1.70553 1.33372 1.54506 1.71074 1.05296 1.6643 0.981318 0.967668 1.02703 0.935214 0.988922 0.79538 0.759146 0.738412 0.659162 1.93164 1.60614 1.44608 1.41122 1.4137 1.34987 1.61971 1.3485 1.2178 1.88412 threshold=1.0000000180025095e-35 -972.49999999999989 0.43587477927192991 13.500000000000002 -803.49999999999989 -767.49999999999989 0.050590068756949359 776250.00000000012 1.0000000180025095e-35 166050.00000000003 0.060050000000000006 0.17877965166671014 0.22002206728320936 902250.00000000012 1.0000000180025095e-35 0.28298015816786154 0.12398991025141852 0.014491999999999951 35550.000000000007 0.22061272937564155 0.20670422716006029 1.0000000180025095e-35 15.500000000000002 4.5000000000000009 1.0000000180025095e-35 0.20069198783628328 -3260.4999999999995 0.97785000000000011 -28.499999999999996 0.029709000000000003 decision_type=2 2 10 8 2 2 8 8 2 2 8 2 2 2 2 8 10 2 2 10 10 2 2 8 2 10 8 10 10 2 left_child=1 2 3 18 5 -3 -7 8 9 14 -11 -10 13 -5 -8 -16 -9 -6 -1 20 21 25 23 -21 28 26 -2 -24 29 -25 right_child=19 4 -4 12 17 6 7 16 11 10 -12 -13 -14 -15 15 -17 -18 -19 -20 22 -22 -23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=0.022921561194954209 -0.053855330310476582 -0.051941618305189341 -0.036929719852212307 -0.039069542333857905 -0.010680600405630672 0.044179364097002037 0.013704326090655073 -0.0081294373331668116 0.013964285053457679 0.036213802562819461 -0.059369342619150438 -0.059243872374959511 0.033128191333255105 0.025028358355832215 0.019057407743570801 -0.056852571566317713 0.047415650924348934 0.028076293047726932 -0.054410813365539136 -0.053579488156141421 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-0.000125691 -0.00593319 -0.00129238 -0.00533472 -0.0122497 -0.00295436 -0.0330937 -0.0455649 0.0251879 -0.00178939 0.00513432 -0.026912 0.0281963 0.0177805 -0.0275372 -0.000625842 -0.00154536 -0.00114753 0.00477285 0.000901907 0.00251072 -0.000904276 -0.00129601 0.0241043 0.00404605 0.00236502 internal_weight=372.198 40.2385 13.7923 12.655 26.4462 19.9695 18.1398 16.6588 13.8107 10.7979 2.28474 3.01277 11.2936 2.56817 8.51319 1.79628 2.84814 6.4767 1.36137 331.96 283.648 281.036 48.3115 40.2515 39.097 279.877 276.36 8.05998 38.1034 36.8018 internal_count=8000 922 350 255 572 488 423 413 354 264 81 90 199 67 183 56 59 84 56 7078 5610 5469 1468 1245 1127 5397 5330 223 1071 1065 is_linear=0 shrinkage=0.05 Tree=413 num_leaves=31 num_cat=0 split_feature=671 636 243 685 238 189 239 164 81 242 43 135 181 24 77 141 239 0 10 106 242 116 7 10 0 241 8 10 242 10 split_gain=0.460597 0.514733 1.19966 0.523101 0.506008 0.503736 0.607321 0.911101 1.06854 1.42208 0.722485 0.679523 1.17498 0.974504 1.03621 0.901836 2.97159 1.0161 2.69565 2.90698 2.8342 2.82848 2.84085 2.67076 4.46933 2.79788 2.35217 2.0768 1.7865 1.73744 threshold=10797.637500000003 -36.999999999999993 0.071874048212747663 40873.747500000005 1.0000000180025095e-35 1.0000000180025095e-35 0.013646499317471902 1.0000000180025095e-35 -767.49999999999989 0.20027333333333333 0.049650000000000007 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.12644231577847434 107802.50000000001 -13956.499999999998 1.0000000180025095e-35 0.12171538461538461 1.0000000180025095e-35 10127.250000000002 -21980.999999999996 109508.00000000001 179156.25000000003 281250.00000000006 -10110.999999999998 0.14035000000000003 -9676.4999999999982 decision_type=10 10 2 10 2 2 8 2 2 2 8 2 2 2 8 2 10 2 2 10 2 2 2 2 2 2 10 2 2 2 left_child=1 3 -3 4 5 6 7 8 9 -1 -9 13 15 -8 -15 17 -17 29 21 20 27 22 -19 -23 25 -25 28 -20 -22 -13 right_child=-2 2 -4 -5 -6 -7 11 10 -10 -11 -12 12 -14 14 -16 16 -18 18 19 -21 26 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.054959519712583886 0.026103040298499441 -0.057450366551559523 0.012607514976948134 0.0362372289400874 0.022053525454758072 0.020417984566023246 0.007236869325733363 0.014052576766319803 0.023063410663473571 0.024558638859182476 -0.057341743931713797 0.0020285274110650288 -0.043524057177303177 -0.058234271894844425 0.025434540337577902 -0.062801589518582293 0.019673697357767053 0.036577818822348472 -0.038544519163488389 -0.039699306745567681 0.022674127188013361 0.015269658866880483 -0.050779590170756429 -0.050427330857266223 -0.00093946483710490849 0.016893863949521998 0.01954683187303273 0.012751285882777921 -0.033708022146633237 -0.018652579944356009 leaf_weight=1.1337392552741214 1.6801667171530414 1.2426925606978323 1.2022129248216513 0.99412680596287728 2.5637757245713138 2.927813427289947 36.376647758646868 0.61776635027490612 8.8659306939807685 1.1154143271560313 0.83106636774027731 196.158576843638 1.6600147436838586 1.157263380127914 0.5440018792578486 2.3133962473366401 2.0688398510683328 1.0655433906358647 5.1867896574258339 3.6028491218166883 2.1375884659355497 9.5528477520238066 7.3516457286605146 9.7227054585528077 20.738254897936713 1.8345644000510208 28.216925152402837 3.1847739281656668 4.0991463162354194 10.709973148332208 leaf_count=64 21 75 31 19 53 37 771 11 133 36 33 4104 64 77 14 52 41 22 154 107 26 208 272 371 518 47 308 46 75 210 internal_value=-1.66784e-05 -0.000135552 -0.0230014 1.68883e-05 -8.15637e-05 -0.000237823 -0.000405698 0.0103939 0.0152551 -0.0155244 -0.0269 -0.000795955 -0.00157116 0.00550705 -0.0314801 -0.001345 -0.0238653 -0.0010199 -0.00525109 0.00343547 0.00706436 -0.0132745 -0.0397209 -0.00795518 -0.014825 -0.039741 0.0134048 -0.0190302 -0.0143835 0.000957828 internal_weight=370.857 369.177 2.44491 366.732 365.738 363.174 360.246 12.5639 11.1151 2.24915 1.44883 347.682 309.604 38.0779 1.70127 307.944 4.38224 303.562 96.6936 46.4281 42.8252 50.2656 8.41719 41.8484 32.2955 11.5573 34.4537 8.37156 6.23673 206.869 internal_count=8000 7979 106 7873 7854 7801 7764 277 233 100 44 7487 6625 862 91 6561 93 6468 2154 716 609 1438 294 1144 936 418 409 200 101 4314 is_linear=0 shrinkage=0.05 Tree=414 num_leaves=31 num_cat=0 split_feature=241 167 64 241 12 12 148 35 33 33 33 79 13 13 243 4 32 151 81 241 242 8 77 9 76 237 9 7 77 626 split_gain=0.445235 1.29583 1.25583 1.33971 2.76857 1.64989 1.56111 1.72037 2.09412 2.43504 1.52795 1.41588 1.41287 2.32684 2.07105 1.75859 1.74643 1.56722 1.80884 1.47411 1.32283 2.25776 1.25484 2.28439 1.23932 1.43295 1.21556 1.17116 0.98116 0.941662 threshold=43762.500000000007 1.0000000180025095e-35 0.97935000000000005 36342.000000000007 -560.99999999999989 -3608.4999999999995 1.0000000180025095e-35 0.29315000000000008 0.6887059902469006 0.25191907186227297 0.68248735454762055 6.5000000000000009 -4336.4999999999991 -2525.4999999999995 0.029237989856356155 1.5000000000000002 0.55225431482782328 1.0000000180025095e-35 -1990.4999999999998 17116.071428571431 0.19471000000000002 254250.00000000003 1.0000000180025095e-35 0.0090204999999999522 0.0025500000000000006 1.0000000180025095e-35 0.031042000000000004 14667.750000000002 10.500000000000002 19408.725000000002 decision_type=2 2 8 2 2 2 2 8 10 8 10 10 2 2 2 2 10 2 2 2 2 10 8 2 10 2 2 2 10 10 left_child=1 2 24 4 10 6 7 -5 9 -9 11 12 16 14 -14 22 -4 18 -16 -20 21 -7 23 -15 -1 -26 -18 -27 -2 -12 right_child=28 -3 3 5 -6 20 -8 8 -10 -11 29 -13 13 15 17 -17 26 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.041328533360590947 -0.00071807298073991782 0.051520504472895516 0.033540735863326274 0.032807964760773516 -0.049314012047500071 0.029060823838256946 0.029024558684626896 0.037495156223851529 0.036893819813775951 -0.054745398052902239 -0.053698111935217931 0.0362060770601993 0.050554918614389655 0.021053042202867391 0.02325642613780832 0.024188013525159084 -0.055247196920595522 0.030697574214282056 0.0050407389274078999 -0.048591098632353676 0.039201757918782061 -0.04190007776575666 0.0092484646503169302 -0.06236570005721255 0.044808303197071686 -0.0056480996726454404 0.037470537249803162 -0.049719723560754742 -0.042926110595858491 0.046561264009332859 leaf_weight=0.82235551835037668 289.60381852555838 1.3705425843363617 6.0207698779704435 1.6602045465842836 2.7257907850143956 3.5458494096528721 3.2409999589581275 0.86722367256879795 1.1273212424421215 4.0892676502116956 1.7223596951225761 3.291530738817527 0.97523845848626933 1.3258146219886993 1.3193932157009758 9.0190983536303957 1.0864392066432627 1.1253773786593235 1.5456278272904489 7.489680822531227 7.8143958747677971 1.6390887284651396 4.5785092103760698 2.1541420674038818 0.68852701550349582 2.597043952846434 0.52399741043336678 3.59290071700525 1.3834370879339974 0.27105619199573983 leaf_count=11 6508 8 74 38 69 36 36 6 23 110 147 31 5 19 22 80 58 11 17 180 62 45 70 62 7 77 10 136 40 2 internal_value=-1.84685e-05 0.0033302 0.00247089 0.00460359 -0.000467096 0.0141543 -0.000111441 -0.0123053 -0.0246163 -0.0386063 0.00266952 0.00477524 0.00199149 -0.00296418 -0.0193979 0.00902155 0.02117 -0.0253404 -0.0314308 -0.0394166 0.0262095 0.00662831 -0.00795287 -0.0305843 -0.0166824 -0.0236178 -0.0250791 -0.0312291 -0.000918742 -0.0400653 internal_weight=369.218 78.2305 76.86 69.1592 45.1748 23.9844 10.985 7.74402 6.08381 4.95649 42.449 40.4556 37.1641 29.5329 12.4553 17.0776 7.63121 11.4801 10.3547 9.03531 12.9993 5.18494 8.05847 3.47996 7.70083 6.87847 1.61044 6.18994 290.987 1.99342 internal_count=8000 1452 1444 1213 857 356 213 177 139 116 788 639 608 466 235 231 142 230 219 197 143 81 151 81 231 220 68 213 6548 149 is_linear=0 shrinkage=0.05 Tree=415 num_leaves=31 num_cat=0 split_feature=9 8 7 60 139 241 14 38 0 158 33 32 135 242 11 81 33 240 81 0 240 34 32 11 242 172 0 241 24 9 split_gain=0.442791 0.495786 2.26445 2.2002 2.19274 1.70602 2.71113 1.7929 2.01737 1.60359 2.57976 2.55271 1.95225 1.83688 2.46143 2.48872 2.26726 1.99995 2.55801 1.98603 2.43474 1.8147 1.66363 1.61588 1.80596 1.98048 1.57206 1.67091 1.49331 1.48632 threshold=0.0013045000000000003 483750.00000000006 24237.000000000004 1.0000000180025095e-35 1.0000000180025095e-35 40940.250000000007 1.5000000000000002 0.0077500000000000008 100682.50000000001 1.0000000180025095e-35 0.081997050050795717 0.6890030752626527 1.0000000180025095e-35 0.15953142857142857 -205.49999999999997 -870.49999999999989 0.34496990492100627 0.21194703023248843 -1633.4999999999998 107931.00000000001 0.16696271819768574 0.0085000000000000023 0.013219525256043752 -1903.4999999999998 0.15319000000000002 1.0000000180025095e-35 104936.50000000001 99816.750000000015 17.500000000000004 0.018421500000000004 decision_type=2 10 2 10 2 2 10 8 2 2 10 10 2 2 10 2 8 2 2 2 2 8 8 10 2 2 2 2 2 2 left_child=-1 28 3 4 -3 6 -4 -7 -9 12 11 -11 -10 23 15 17 -17 18 -15 20 -20 -18 -23 26 25 -25 -14 -28 -2 -12 right_child=1 2 5 -5 -6 7 -8 8 9 10 29 -13 13 14 -16 16 21 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.028500044418192497 0.001677658905452344 -0.050394998337175811 0.023004320235322111 0.018614126420034075 0.042014834195715514 0.01780936283381623 -0.032587872114119384 0.020703210785433523 0.012698886187164918 -0.062151479128455284 0.027369913084496829 0.028577355986453924 -0.029455378723890552 -0.037870549334015145 0.025686487859633018 -0.0084473946948250243 0.037074811648859111 -0.040504290420894873 -0.055122808797278128 0.031025158057011993 0.015356961793325153 0.031240708435860048 -0.05284030101389886 -0.04861772398489575 0.021512615594157958 0.038524827239362076 -0.037297573953603551 0.028889407514198075 -0.032852842094450038 -0.0044862442009939918 leaf_weight=1.3560925351339381 235.78167289517114 6.0963758594298252 13.777179838798476 2.0321804338891525 0.71748247486539174 9.216232840481096 2.6083276796125565 6.898614610945514 7.6932801575894691 2.4019134928239541 9.0560647693637275 1.1447584246052427 1.9050294334447269 3.5634710929280073 2.7820262833774967 5.7676861118525293 0.637585827149448 4.1260371552052666 1.9830557698733153 5.787502126142499 3.2070428821898531 0.61517583578824897 13.4666114696156 4.2310368082398773 1.9524421392707152 0.77077891631051887 1.0889250457767028 7.670628386142198 3.1731513081977019 6.1468871987053708 leaf_count=18 4406 319 204 48 10 252 96 147 185 58 125 22 110 203 37 87 8 145 96 88 62 4 492 181 32 11 47 162 173 172 internal_value=-1.81644e-05 -0.000123743 -0.00264355 -0.0270465 -0.0406645 -0.000821838 0.0141549 -0.00322507 -0.00531189 -0.00739878 0.00553179 -0.032867 -0.011004 -0.0140659 -0.0197576 -0.0229866 -0.0350194 -0.00978062 -0.00106276 0.0108855 -0.0115723 -0.0454315 -0.0491671 -0.00051847 -0.0192698 -0.0351891 0.0117091 0.0206615 0.00121912 0.0144898 internal_weight=367.655 366.299 127.344 8.84604 6.81386 118.498 16.3855 102.113 92.8966 85.9979 18.7496 3.54667 67.2483 59.555 41.9362 39.1542 20.4871 18.6671 14.5411 10.9776 5.1901 14.7194 14.0818 17.6188 6.95426 5.00182 10.6646 8.75955 238.955 15.203 internal_count=8000 7982 3403 377 329 3026 300 2726 2474 2327 377 80 1950 1765 1222 1185 591 594 449 246 158 504 496 543 224 192 319 209 4579 297 is_linear=0 shrinkage=0.05 Tree=416 num_leaves=31 num_cat=0 split_feature=150 32 242 240 5 28 33 7 32 0 1 24 13 10 12 9 102 10 6 240 39 7 105 32 33 10 627 32 8 243 split_gain=0.450071 1.4403 0.900488 1.49033 0.75294 0.675728 0.759937 1.52522 0.638357 0.601127 0.574422 1.41625 1.42932 3.54879 1.83577 3.23009 2.39391 2.3754 2.86899 2.71011 2.06535 2.01243 2.00225 1.93686 1.71348 1.47833 1.66483 1.40808 1.39624 1.43683 threshold=1.0000000180025095e-35 0.44940187957095928 0.093324285714285707 0.13336920447588854 294300.00000000006 1.0000000180025095e-35 0.33365234483727518 35941.500000000007 0.18773209390267723 100188.50000000001 1.0000000180025095e-35 10.500000000000002 -4843.4999999999991 -20734.499999999996 -5329.9999999999991 0.029709000000000003 1.0000000180025095e-35 -15006.999999999998 745695.00000000012 0.24000192003072052 0.062000000000000006 17547.750000000004 1.0000000180025095e-35 0.43389724364250071 0.61867692739220159 -9098.9999999999982 2798.3925000000004 0.023717180859310304 677250.00000000012 0.029339917974280951 decision_type=2 10 2 2 2 2 8 2 10 2 2 2 2 2 2 2 8 2 2 2 8 2 10 10 10 2 10 10 8 2 left_child=10 5 4 -4 -3 6 -2 8 -8 -5 11 -1 -13 -14 15 28 17 19 21 -16 -21 22 27 -20 -17 26 -23 -19 -15 -30 right_child=1 2 3 9 -6 -7 7 -9 -10 -11 -12 12 13 14 16 24 -18 18 23 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0080952365292442843 0.030952334138594908 0.035855481397753228 0.03522392971583959 0.047555643743285761 -0.051524201338034641 0.043036358176891179 0.0084946292333604404 0.02303258916167595 -0.059718159946086882 -0.053359414945571719 -0.0020258267316556129 0.025809040908932684 -0.054792270912080603 0.019535749810879549 -0.056706332147340305 -0.059608913638266481 0.010848494725370816 0.052088702765681609 0.027736987560625044 -0.042626192767696476 0.024492426602292377 -0.062255273250857404 0.030259720701952833 -0.033714288334294844 0.017063243974421518 -0.0052493789063269665 0.011778773889753416 -0.039312317018125729 0.024452739726753086 -0.04200349118934639 leaf_weight=57.947308590781176 3.0858738014940155 1.2009781621745776 0.70665785644087042 0.157482722657733 0.31021636573859712 2.3661104943603277 0.48940880014561106 2.4513166713295504 1.1463672933750784 2.3440921978071856 210.67576307482159 4.3482065848729681 3.2504410477922638 21.605131407806773 1.539593967070682 2.4297147160432355 12.859374606865456 0.46917371451855672 3.8080676365643731 1.3375910464383167 8.0088540254218969 8.1227188829216139 1.9674429986625908 1.9332207445986567 1.0408526826358864 1.7632578089833248 0.83766613021725866 4.1358118963544257 1.368285464937798 2.0054152440861799 leaf_count=853 25 48 27 6 52 12 8 30 46 279 4973 100 161 274 67 106 130 2 34 50 102 203 20 101 41 19 15 120 25 71 internal_value=-2.01407e-05 0.00868825 -0.0139044 -0.0288941 0.0179183 0.0198659 0.0122228 -0.00191858 -0.0393095 -0.0470065 -0.00037344 0.00209937 -0.00209526 -0.00364125 -0.00143125 0.0085845 -0.00752199 -0.0144857 -0.0235808 0.00476162 0.0148869 -0.0337468 -0.0119614 0.00704496 -0.0366143 -0.0470989 -0.0553342 -0.03 0.0148644 -0.0150506 internal_weight=365.712 14.2585 4.71943 3.20823 1.51119 9.53908 7.17297 4.08709 1.63578 2.50157 351.454 140.778 82.8308 78.4826 75.2322 28.4494 46.7828 33.9234 23.0374 10.886 9.34645 17.2961 6.57243 5.74129 3.47057 10.7236 8.96039 4.60499 24.9788 3.3737 internal_count=8000 533 412 312 100 121 109 84 54 285 7467 2494 1641 1541 1380 517 863 733 514 219 152 379 142 135 147 237 218 122 370 96 is_linear=0 shrinkage=0.05 Tree=417 num_leaves=31 num_cat=0 split_feature=78 0 33 33 5 38 77 9 74 107 81 61 356 625 242 624 81 241 235 77 47 47 50 81 42 118 13 125 81 0 split_gain=0.461868 0.613991 0.703998 1.15079 1.18511 2.13565 0.738269 0.955732 0.706935 1.16465 1.16317 1.05348 0.83257 0.979366 1.06155 1.01873 0.876237 1.45558 1.69267 1.21779 1.08751 2.84841 1.70686 1.46001 2.54536 2.29966 3.70577 2.28709 2.33964 3.21658 threshold=1.0000000180025095e-35 100048.00000000001 0.11392442368259932 0.1041218374382596 249608.25000000003 0.0030500000000000002 1.5000000000000002 0.017320500000000003 0.010650000000000001 1.0000000180025095e-35 -1348.9999999999998 0.015550000000000001 18735.750000000004 17255.025000000005 0.045120000000000007 15080.962500000003 -2425.9999999999995 66999.750000000015 1.0000000180025095e-35 1.0000000180025095e-35 0.015550000000000001 0.02945 0.98235000000000017 -1145.9999999999998 0.21250000000000005 1.0000000180025095e-35 -4103.4999999999991 1.0000000180025095e-35 -1394.4999999999998 111001.50000000001 decision_type=10 2 8 8 2 10 10 2 10 8 2 8 8 10 2 10 2 2 2 8 10 10 8 2 8 2 2 2 2 2 left_child=1 -1 3 4 5 6 7 -3 12 -10 -11 -12 -4 15 -15 16 17 18 -14 -19 23 -22 -23 24 -18 -25 -27 28 -26 -30 right_child=-2 2 8 -5 -6 -7 -8 -9 9 10 11 -13 13 14 -16 -17 20 19 -20 -21 21 22 -24 25 27 26 -28 -29 29 -31 leaf_value=-0.041053067567348049 0.0050591634967924468 0.015823349175516487 0.028508460024867916 0.037679827655868067 0.033663540596502409 -0.052012521523836577 0.026482636632943025 -0.024887025548276452 -0.035090014310618131 -0.051755800246261321 -0.021891924109981222 0.030077758593574588 -0.054166192279546194 0.045778505685940864 -0.055306825005771547 0.03090987963265926 -0.042807118936007471 0.02940058545812213 0.041659140137496872 -0.022994075636484507 -0.047750800681307499 0.012043448265557775 -0.022129109215751685 0.0028592256791427212 0.0031376969136747549 -0.0546314093988335 -0.004992894322719434 -0.039962369282934417 -0.036912778830806812 0.045316702365054931 leaf_weight=0.93739428700064209 39.839000800471695 2.9472975451499241 2.2928343959938502 2.982128655537962 2.5876623472431666 1.9066561153158534 3.0021373962517828 2.8220994682051241 1.1585529699514125 0.55606222031201369 1.1299522923072789 7.1173881611903207 1.4889470913840335 0.31296844115422473 1.5264751031645571 2.4032904457999384 4.9299123448508899 7.2936231490530163 0.66740808442773403 1.3078817700679799 4.6717035444671664 8.3114469167630851 6.5211107947980063 170.06440082380868 39.656284415978007 4.3551858680002651 27.509883129729133 4.3595907527851514 7.970839298097415 1.3978265486657617 leaf_count=29 920 22 37 19 20 34 24 37 72 80 53 118 134 5 125 32 296 141 25 105 245 231 272 2728 856 199 583 338 206 14 internal_value=-2.13348e-05 -0.000645668 -0.000528491 0.0096143 0.00330524 -0.00405153 0.00637368 -0.00409012 -0.00106529 0.0120363 0.0182383 0.0229575 -0.00150468 -0.00173815 -0.0381079 -0.00150976 -0.00177796 0.0122251 -0.0245075 0.0214338 -0.00231645 -0.013704 -0.00298046 -0.001463 -0.00843198 0.000549541 -0.0117773 -0.00525754 -0.00217137 -0.024644 internal_weight=364.028 324.189 323.252 16.248 13.2659 10.6782 8.77153 5.7694 307.004 9.96196 8.8034 8.24734 297.042 294.749 1.83944 292.909 290.506 10.7579 2.15636 8.6015 279.748 19.5043 14.8326 260.244 58.3145 201.929 31.8651 53.3845 49.025 9.36867 internal_count=8000 7080 7051 156 137 117 83 59 6895 323 251 171 6572 6535 130 6405 6373 405 159 246 5968 748 503 5220 1710 3510 782 1414 1076 220 is_linear=0 shrinkage=0.05 Tree=418 num_leaves=31 num_cat=0 split_feature=59 38 12 0 32 240 36 31 35 74 46 59 52 107 45 148 34 34 33 243 81 239 29 76 81 13 9 27 81 102 split_gain=0.452957 0.907158 0.943094 1.26977 0.808924 1.08735 0.748054 0.693125 0.660387 0.610969 0.683168 1.03231 0.631322 0.740547 0.608117 0.860692 0.745245 0.974553 0.632594 1.44387 1.65033 1.98382 2.55889 1.35332 1.06516 1.3211 1.06111 0.983574 3.00508 1.88803 threshold=0.24195000000000003 0.070900000000000005 -594.49999999999989 110394.50000000001 0.53198595042860786 0.22733991573533119 0.98285000000000011 0.54965259207857364 0.20025000000000001 0.014550000000000002 0.03280000000000001 0.12280000000000001 0.014 3.5000000000000004 0.18830000000000005 1.0000000180025095e-35 0.25945000000000001 0.20690000000000003 0.14509547980217227 0.037903074532296112 -695.49999999999989 0.17111699519028081 1.0000000180025095e-35 0.068350000000000008 -1436.4999999999998 -4030.4999999999995 0.017320500000000003 1.0000000180025095e-35 -727.49999999999989 1.5000000000000002 decision_type=10 10 2 2 8 2 8 10 10 10 10 10 8 8 10 2 10 10 8 2 2 8 2 10 2 2 2 2 2 8 left_child=8 4 3 -3 -2 6 -6 -7 9 14 12 -12 -11 -14 16 -16 17 18 19 23 24 22 26 -1 25 -21 -22 -20 29 -29 right_child=1 2 -4 -5 5 7 -8 -9 -10 10 11 -13 13 -15 15 -17 -18 -19 27 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.053279046383870848 0.032266256551632087 -0.045530626329951918 0.02796883326617132 0.040954538665383261 0.045783480375573123 -0.053665732920456594 -0.0066659511998308635 0.011172798792807886 -0.036851268074187857 0.03760032469389913 -0.057897023754726197 0.025162398307418166 -0.02765405857107683 0.029019324849887552 -0.039823925865069734 0.029167739661660433 0.038896453638102707 -0.047052812159779731 -0.00050736182110314176 0.032913396169153224 -0.014523379414771033 0.033847978035493075 0.010618514272661989 0.013333608416796282 0.036020224219973744 -0.031290198283990482 -0.063406129579462511 -0.02246428118763771 -0.049431060375601403 0.044378001631770192 leaf_weight=1.7976971649332001 4.6501752697513412 2.0815060377353811 1.0624134232348286 0.53310035390313704 1.5043579335324477 1.0613355086679801 1.2403091232408767 0.67388873471645627 1.2354705611505767 3.0838745065266258 0.7310343650751745 0.76614292689919239 1.0627833734033632 1.2595406121836275 2.0387874581283536 0.580849184476392 1.2057046505506139 1.119695035740732 301.02326634775272 1.6429820233024659 2.1441436652094072 3.1898010121658453 5.7808617986738682 1.3240743074566124 7.5193782281130588 1.5638775397092102 2.3021625312976539 2.0960421895433683 3.9509389016529877 2.1300065927789547 leaf_count=36 51 120 21 11 13 78 40 37 83 45 35 23 55 26 159 24 20 46 6593 16 20 26 38 14 51 29 30 108 134 18 internal_value=-2.20212e-05 0.00921346 -0.0117554 -0.0278969 0.0176584 0.00249532 0.0220817 -0.0284852 -0.000360399 -0.000230966 0.0144956 -0.0153934 0.022773 0.00308344 -0.00052874 -0.0245265 -0.000343182 -0.000483328 -0.000328354 0.0069726 0.0111101 -0.000578294 -0.0113157 -0.0250258 0.0257305 0.00160346 -0.0398334 -0.000972145 -0.0180824 0.0112255 internal_weight=362.356 12.8071 3.67702 2.61461 9.13007 4.47989 2.74467 1.73522 349.549 348.314 6.90338 1.49718 5.4062 2.32232 341.41 2.61964 338.791 337.585 336.465 27.265 24.1432 13.417 10.2272 3.12177 10.7262 3.20686 4.44631 309.2 8.17699 4.22605 internal_count=8000 371 152 131 219 168 53 115 7629 7546 184 58 126 81 7362 183 7179 7159 7113 260 210 114 88 50 96 45 50 6853 260 126 is_linear=0 shrinkage=0.05 Tree=419 num_leaves=31 num_cat=0 split_feature=178 30 13 680 671 12 131 207 242 23 241 1 43 14 33 24 12 32 242 31 239 12 78 138 19 240 9 12 72 158 split_gain=0.448021 1.05157 1.22652 0.524869 0.600601 0.581729 0.512923 0.882839 1.83147 1.77717 2.56878 1.89215 2.18799 1.85528 2.06029 1.90437 1.78908 1.60946 2.44824 1.55567 1.54902 1.48101 1.44255 1.42718 1.3179 1.25925 1.14541 1.09501 2.75061 2.21745 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 158.40000000000003 10797.637500000003 -12020.999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.30436666666666673 2.5000000000000004 70687.500000000015 1.0000000180025095e-35 0.20620000000000002 1.5000000000000002 0.28739104136346011 7.5000000000000009 -9702.9999999999982 0.35398217670940729 0.18921785714285713 0.17333906334237648 0.20069198783628328 -1690.4999999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.23531903641878488 0.0072894999999999514 -2575.4999999999995 0.054950000000000006 1.0000000180025095e-35 decision_type=2 2 2 8 10 2 2 2 2 2 2 2 8 10 8 2 2 8 2 8 8 2 10 2 2 2 2 2 8 2 left_child=3 2 -2 5 6 -1 7 27 9 11 24 13 25 17 -15 -16 -14 -9 -19 -17 23 -12 -10 -18 26 -13 -11 -5 -29 -30 right_child=1 -3 -4 4 -6 -7 -8 8 22 10 21 12 16 14 15 19 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.049207921103962708 0.019037564977849305 0.031878940950787138 -0.057731180511291849 -0.0020347637018116749 0.03117166213192531 -0.043467490283665394 0.0081878177013695024 0.041250954613251178 -0.061384630035033527 0.03440856369309938 -0.066346766396138832 0.025456999764514543 0.039638872513059031 0.025594668377391799 0.043066776820051132 0.025208487982988359 -0.060493658235772768 0.017669805920784376 -0.063703214897383759 -0.060871475515879458 -0.0029475857799100406 0.017313239291253217 0.012152709375355638 0.016595401159757314 0.047252803451444288 -0.020863608414654247 -0.021053002976181331 -0.037057582290545878 0.0086006061724663609 -0.013525647426422777 leaf_weight=0.19660860189469542 1.2420830988703531 3.3071403658250347 0.89532757681445119 182.68327486161434 1.5270971588324744 1.2203882478988815 17.125212659622775 3.8787940698675785 2.5531489424465685 1.8230527446139588 1.344520915852627 2.8662443736757259 0.70986959012224993 1.9505575912771753 0.66659961454570282 0.6170728402212261 6.5418886003681118 3.9468419095210274 1.2070248769596217 3.512776954084984 1.9269217318214948 0.87216864037327457 0.90267299560946401 0.66105681285262097 4.0667368556023575 3.0060581597499549 1.9023453837726263 3.8732408076612037 91.224462946760468 12.928154328139497 leaf_count=6 31 20 43 4404 19 96 470 21 92 15 43 52 10 17 4 6 215 57 29 133 65 16 17 8 21 121 29 166 1477 297 internal_value=-2.09327e-05 0.0142135 -0.0131197 -0.000238792 -0.000117335 -0.0306088 -0.000252774 -0.000683401 -0.00720406 -0.00429185 0.0140615 -0.010125 -0.0224073 0.00210475 -0.0177323 -0.035352 -0.0368215 0.0169222 -0.00138759 -0.0480096 -0.0427665 -0.0334303 -0.0421764 -0.0534187 0.0275718 0.00174527 0.00608755 0.000324977 0.00431555 0.00585414 internal_weight=361.179 5.44455 2.13741 355.735 354.318 1.417 352.791 335.665 44.9564 41.5005 10.0088 31.4917 15.712 15.7797 6.74701 4.79645 9.83974 9.03266 5.15387 4.12985 9.12987 2.21669 3.45582 7.20295 7.79213 5.8723 3.7254 290.709 108.026 104.153 internal_count=8000 94 74 7906 7804 102 7785 7315 971 862 124 738 471 267 160 143 298 107 86 139 288 59 109 223 65 173 44 6344 1940 1774 is_linear=0 shrinkage=0.05 Tree=420 num_leaves=31 num_cat=0 split_feature=150 49 77 239 13 32 12 242 6 77 77 30 243 24 33 31 241 32 239 77 105 48 24 242 81 242 52 14 58 0 split_gain=0.425365 1.38109 1.06657 1.14925 1.89158 0.925993 0.867726 0.786048 0.647384 0.601712 0.523355 1.5589 2.28824 1.63378 1.62024 2.0938 1.49864 1.57147 2.03522 2.03453 1.94653 2.50317 2.34863 1.66568 2.79801 1.78697 1.66964 1.65845 1.327 1.31689 threshold=1.0000000180025095e-35 0.10985000000000002 3.5000000000000004 0.16438393897101314 -1829.4999999999998 0.44664389997845949 -2861.4999999999995 0.063949999999999965 454007.25000000006 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 0.042492082256858556 6.5000000000000009 0.29184269380725553 0.49572018067513152 34687.500000000007 0.58416775799005938 0.025363815782715401 6.5000000000000009 1.0000000180025095e-35 0.040450000000000007 13.500000000000002 0.1453589285714286 -651.49999999999989 0.17276461538461538 0.007150000000000001 6.5000000000000009 0.091350000000000015 102747.00000000001 decision_type=2 8 10 10 2 8 2 2 2 8 10 2 2 2 8 10 2 10 10 10 8 8 2 2 2 2 8 10 10 2 left_child=10 9 3 5 7 -3 -7 -5 -4 -2 -1 16 -13 -14 -15 -16 -12 18 19 -18 21 -20 27 -19 25 -25 -26 -22 -23 -27 right_child=1 2 8 4 -6 6 -8 -9 -10 -11 11 12 13 14 15 -17 17 23 20 -21 22 28 -24 24 26 29 -28 -29 -30 -31 leaf_value=-0.0014112983590960498 -0.045058070085570612 0.039169360934373246 0.021588741219751968 0.04127299324312747 0.031381201568416998 0.019159908188710051 -0.053705840699133617 -0.060303501749654591 -0.068349611630778892 0.051490994871673239 0.023734138870442047 -0.057494907788718658 0.046562802582600871 0.01862716994911846 -0.040041262459433596 0.03022162768506316 0.018294958421369561 0.02916278100491736 0.031824539318525157 -0.035649996470522867 -0.047147346636425017 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0.000981293 -0.0459043 -0.0380363 -0.0343963 -0.000363962 0.00324715 -0.0123485 -0.00281133 -0.010353 -0.0250418 0.00646009 0.00309696 -0.00335321 0.0107971 -0.0138221 -0.0275022 0.00419699 0.0143801 3.34201e-05 0.0188064 -0.0373609 -0.0221671 -0.036902 0.0279812 internal_weight=359.659 13.7124 12.0696 11.1742 3.16728 8.0069 2.18211 1.56548 0.895447 1.64275 345.947 77.7775 13.2862 10.969 9.51554 6.31483 64.4913 53.9815 34.3467 14.6053 19.7414 11.2218 8.51964 19.6348 9.96438 6.63395 3.33043 4.2417 9.68697 5.89684 internal_count=8000 533 350 301 146 155 116 108 49 183 7467 1575 290 192 182 152 1285 1132 634 233 401 273 128 498 302 188 114 83 251 139 is_linear=0 shrinkage=0.05 Tree=421 num_leaves=31 num_cat=0 split_feature=671 32 33 0 10 0 103 32 32 241 10 13 6 33 240 24 242 9 7 12 31 57 57 66 13 0 107 154 12 19 split_gain=0.417567 0.462143 1.55423 1.49426 1.40042 1.25151 1.28095 2.79064 1.8852 1.9768 1.58683 1.43626 1.38575 2.5088 1.42591 1.37028 1.21398 1.37349 1.19829 1.12261 1.03901 1.19758 1.47093 1.32802 1.27786 1.15313 1.06629 1.17171 1.03817 2.44356 threshold=8398.4850000000024 0.24546903361927644 0.72311494006137489 110084.50000000001 -15479.499999999998 109686.50000000001 1.0000000180025095e-35 0.15433961805944044 0.21617419810846583 110812.50000000001 -11083.999999999998 -1692.4999999999998 521640.00000000006 0.34496990492100627 0.24675082741873619 7.5000000000000009 0.18374000000000004 0.018717500000000001 16744.500000000004 -2735.4999999999995 0.14831277365138276 0.01685 0.011150000000000002 0.075600000000000014 -1829.4999999999998 103279.50000000001 3.5000000000000004 1.0000000180025095e-35 -173.49999999999997 1.0000000180025095e-35 decision_type=10 10 10 2 2 2 8 10 8 2 2 2 2 8 2 2 2 2 2 2 8 8 10 8 2 2 10 2 2 2 left_child=1 2 3 5 -5 6 8 11 9 12 -11 -8 14 -14 -1 -15 17 19 -19 -16 -3 22 23 26 -25 -24 27 -22 -23 -30 right_child=-2 20 -4 4 -6 -7 7 -9 -10 10 -12 -13 13 15 16 -17 -18 18 -20 -21 21 28 25 24 -26 -27 -28 -29 29 -31 leaf_value=0.028170118975553712 0.020686755891525938 0.014133380060509099 -0.040483542643366274 -0.01529381802081272 0.031254716296730829 -0.038016861838293961 -0.014827842802342575 -0.043073512290688856 0.025344959021984116 0.030457446055246765 -0.012951787809565055 0.030049487265662807 0.011591453429869274 0.0075799050187541992 -0.000859740221712479 -0.059434799415180276 -0.037243441883404747 -0.0029746556845563843 0.042971806907697814 -0.047876351088859667 0.019758531475325265 -0.003305794878731139 -0.026253139063618272 -0.054805037523251214 0.008248449298730599 0.033421615944286054 -0.052940332304065411 -0.056603919604124898 -0.0042092824439377259 0.045006815293127743 leaf_weight=3.89154844160658 2.4179063827614291 10.798655960476024 1.9643772602430534 2.0060657165595321 8.3053681314922851 1.9291148468619201 3.600370503263548 4.4468840451445431 10.418410812737418 8.0458932137116772 2.8513339832425109 3.5317554669454676 3.0684091541916123 0.94983194349333633 3.8523210897110336 3.8737694194423966 2.5500775011314536 3.0685474877245724 2.639849491417408 1.8936903448775457 7.2506433446033043 240.91419966437388 0.91327913763234203 1.8949295764323326 1.3951434889750096 7.126891524389066 0.63444050954421971 0.5397376796172465 7.5823684920906071 3.7789700567373075 leaf_count=33 30 107 101 39 67 31 45 69 107 70 28 25 25 12 52 81 46 46 15 30 256 6056 42 171 42 112 52 28 144 38 internal_value=-2.14393e-05 -0.000162199 0.00338791 0.00460302 0.0221988 0.00160958 0.00291225 -0.0119873 0.00657486 0.00124425 0.0190991 0.00739495 -0.00630066 -0.0237544 0.00139629 -0.0462387 -0.00604359 0.000902382 0.0182733 -0.0163548 -0.00107709 -0.00168089 0.0101744 -0.00112853 -0.0280674 0.0266432 0.00939169 0.0144679 -0.00260925 0.0121608 internal_weight=358.135 355.717 72.8876 70.9232 10.3114 60.6118 58.6827 11.579 47.1037 36.6853 10.8972 7.13213 25.788 7.89201 17.896 4.8236 14.0045 11.4544 5.7084 5.74601 282.829 272.031 19.7551 11.7149 3.29007 8.04017 8.42482 7.79038 252.276 11.3613 internal_count=8000 7970 922 821 106 715 684 139 545 438 98 70 340 118 222 93 189 143 61 82 7048 6941 703 549 213 154 336 284 6238 182 is_linear=0 shrinkage=0.05 Tree=422 num_leaves=31 num_cat=0 split_feature=78 50 61 73 34 10 9 32 32 24 243 7 10 12 13 48 81 6 12 13 5 525 627 618 633 12 13 32 132 13 split_gain=0.42293 0.602472 0.717799 0.81995 1.44308 0.928795 1.25731 1.04381 2.7153 1.53819 1.0369 0.834814 0.846008 0.802366 0.766631 0.710513 0.900179 0.638463 0.623596 1.15174 1.39889 0.582692 0.666875 0.982796 0.796362 0.6761 1.28497 1.98341 2.0615 1.89165 threshold=1.0000000180025095e-35 0.97195000000000009 0.048500000000000008 0.070550000000000015 0.093050000000000008 -10728.499999999998 0.020479500000000001 0.58254936206073116 0.48341594150388195 8.5000000000000018 0.03227101717305151 31632.750000000004 -13829.499999999998 -6683.9999999999991 -1919.4999999999998 0.19590000000000002 -1707.4999999999998 269766.00000000006 -5098.4999999999991 -2735.9999999999995 137250.00000000003 1.0000000180025095e-35 17448.975000000002 1.9987286117631056 -279.99999999999994 -8019.9999999999991 -3308.9999999999995 0.45817966136926785 1.0000000180025095e-35 -2919.4999999999995 decision_type=10 8 10 8 8 2 2 10 8 2 2 2 2 2 2 8 2 2 2 2 2 10 10 10 10 2 2 10 2 2 left_child=21 -2 3 11 -5 7 -7 8 9 -6 -10 17 -13 14 -11 16 -9 -3 -15 20 -20 22 24 -24 25 26 27 -1 -29 -28 right_child=1 2 -4 4 5 6 -8 15 10 13 -12 12 -14 18 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31 leaf_value=-0.0095716076595476138 -0.039054806570808016 -0.0058507916097066239 -0.036469667516983127 -0.046385427084227895 -0.041323308512578899 0.0032755981799000183 -0.051764800237470376 0.033961811530260684 0.011492093945690672 -0.039898355436465471 -0.058381422751306478 -0.056797001423302143 0.024276451814468497 0.04398079868200247 0.027722917574912659 0.027690689411854565 -0.055316459447271253 0.036853248150574537 -0.055956957392445932 0.031718629599189321 0.026301077939175899 0.034693314172258218 -0.048724395768085627 0.039272868850171165 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-0.014812 0.0183082 -0.0126434 0.0225911 -0.0144574 0.029466 0.0245586 0.0152538 -0.0147302 -0.000624654 -0.000754538 -0.0302102 -0.000575649 -0.000865223 0.00419708 0.0115753 0.0198593 -0.00380698 internal_weight=356.747 39.1866 38.4215 37.4408 30.034 28.6343 4.72514 23.9092 14.5074 11.576 2.9314 7.40678 1.28876 10.3687 1.74205 9.40177 1.13753 6.11802 8.62661 5.83243 2.06743 317.561 316.397 1.90993 314.487 310.376 54.3966 28.3049 20.3378 26.0917 internal_count=8000 920 876 827 672 624 94 530 318 210 108 155 46 177 52 212 52 109 125 97 60 7080 7043 129 6914 6826 1507 803 592 704 is_linear=0 shrinkage=0.05 Tree=423 num_leaves=31 num_cat=0 split_feature=178 30 13 680 11 680 131 11 207 81 240 13 14 11 7 31 627 47 633 77 241 10 13 5 13 35 241 13 14 159 split_gain=0.420108 0.981102 1.13706 0.478124 0.574133 0.54461 0.472489 0.719041 0.709406 1.30777 0.922071 0.764275 0.647234 1.25772 1.15655 0.995961 0.912086 1.06344 0.989059 0.743733 1.9643 2.14836 2.16436 1.93725 1.70848 2.15635 1.58131 2.07872 2.87702 2.39846 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 158.40000000000003 -4297.9999999999991 2475.0000000000005 1.0000000180025095e-35 -4927.9999999999991 1.0000000180025095e-35 -1518.4999999999998 0.49558606949658707 -4802.4999999999991 20.500000000000004 -1539.4999999999998 55989.000000000007 0.45042301065183066 2798.3925000000004 0.012050000000000002 -2120.9999999999995 2.5000000000000004 73233.000000000015 -20452.999999999996 -4234.4999999999991 178875.00000000003 -1937.4999999999998 0.11070000000000001 72562.500000000015 -3555.4999999999995 13.500000000000002 1.0000000180025095e-35 decision_type=2 2 2 8 10 8 2 8 2 2 2 2 10 8 2 8 8 10 8 10 2 2 2 2 2 8 2 2 10 2 left_child=3 2 -2 4 -1 -5 12 -8 9 -9 -11 -12 16 14 -14 -15 17 -7 -18 26 -21 22 -22 -23 25 -25 27 -20 -29 -30 right_child=1 -3 -4 5 -6 6 7 8 -10 10 11 -13 13 15 -16 -17 18 -19 19 20 21 23 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.010984042539241639 0.018044562669554134 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42.929701674849639 44.730422317632474 1.7366900643683036 6.5154722729930681 4.9744036740739856 2.7181547183572583 5.6077409585268416 3.8636946714977967 117.24489596476997 77.330569713405566 3.117407760990317 1.8490161675435954 leaf_count=37 31 20 43 12 65 100 59 90 59 176 10 76 120 35 6 112 83 16 1225 783 82 170 68 87 104 135 2708 1364 99 25 internal_value=-1.93859e-05 0.0139528 -0.0129319 -0.000230761 -0.0297114 -0.000115021 -0.000214871 0.00792429 0.0102594 0.00408004 0.00885038 -0.0223929 -0.000631837 0.0103594 -0.0148333 0.0200548 -0.00107647 -0.0355733 -0.000868755 -0.00117293 0.00336125 -0.00773861 0.0165303 -0.0164459 -0.00468176 -0.02196 -0.00248466 -0.00639169 -0.00173897 -0.0386285 internal_weight=355.617 5.29967 2.06879 350.317 1.36996 348.947 348.058 16.9619 16.1319 11.9733 11.0522 1.94576 331.096 12.8731 3.57743 9.29571 318.223 1.90463 316.318 312.618 70.1466 25.4162 6.71109 18.7051 12.1896 6.58185 242.472 125.227 82.297 4.96642 internal_count=8000 94 74 7906 102 7804 7792 470 411 352 262 86 7322 273 126 147 7049 116 6933 6850 1429 646 150 496 326 222 5421 2713 1488 124 is_linear=0 shrinkage=0.05 Tree=424 num_leaves=31 num_cat=0 split_feature=33 243 0 242 12 24 128 13 243 33 70 242 50 10 13 54 33 32 32 45 32 12 243 12 31 242 33 10 0 243 split_gain=0.433738 1.04176 0.960141 0.942724 0.941821 1.31922 1.31442 0.899516 1.3866 1.06149 1.04038 1.21435 0.993825 1.162 1.19291 1.14341 1.32599 1.22511 1.71479 1.14554 1.22664 1.7618 1.44768 1.60223 1.7023 1.49344 1.35847 1.28356 1.48455 1.12776 threshold=0.32885910741650776 0.079778170966896808 110641.50000000001 0.085782142857142862 -5617.4999999999991 9.5000000000000018 1.0000000180025095e-35 -446.49999999999994 0.054396281180602156 0.19238191506527844 0.19790000000000005 0.21612380952380952 0.97935000000000005 -9291.9999999999982 -733.49999999999989 0.12065000000000002 0.19804727833801433 0.23201091826774928 0.28040301978419258 0.090050000000000005 0.45817966136926785 -1488.4999999999998 0.066828626265823657 -7305.9999999999991 0.19507561784403518 0.09431142857142856 0.13765669948518358 -11031.499999999998 107625.50000000001 0.06189217885145306 decision_type=8 2 2 2 2 2 2 2 2 10 8 2 8 2 2 8 10 8 10 8 10 2 2 2 10 2 10 2 2 2 left_child=1 2 7 -3 -4 -6 -7 10 9 -9 11 -1 -12 14 15 16 -14 -17 -19 -20 21 27 23 -22 -25 -26 -27 28 -21 -15 right_child=-2 3 4 -5 5 6 -8 8 -10 -11 12 -13 13 29 -16 17 -18 18 19 20 22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.028353997964341737 -0.0010299935458266669 0.009964252421323332 0.037172695043371874 -0.053579020479843954 0.032660641916797822 0.019427069510955013 -0.048197006829446852 -0.02956855838513945 0.043467622153057626 0.027169962903454959 -0.020910100146980831 -0.020794675019084899 0.0098738968444269885 -0.049120387748585154 -0.038543493278377888 0.021910732729964494 -0.058025244040550886 -0.043007178080395225 0.026635185972815563 -0.042682770245085273 0.012313946479938984 0.036375106131933392 0.014110847542455727 -0.052838340387634866 0.03703326075217183 0.013443900869926403 -0.042380788719898033 0.027540588134730606 0.0099101240017423105 0.0043278413494433586 leaf_weight=5.9547253989439914 265.6837071964037 0.95056681160349343 4.0588669448625296 1.5123503219219854 2.3892788817174715 1.3152596293220995 1.5839322390966117 1.7452544337138527 3.1808889748062938 1.5621878178790209 6.0616977411846156 1.5930013869656248 1.3320895598735583 2.2405084137572038 1.7240873705595721 9.2714389876928163 1.5623949140426701 2.0341494604945174 4.9096645440440616 2.6153969475999475 3.62474823667434 4.8630794826895016 5.584428825066424 3.7965227487729969 1.3131192092841955 1.6641300972551105 3.1575177239137702 2.5220207553356886 2.7553818672895432 1.7639508191496132 leaf_count=77 6746 21 35 97 16 22 29 27 21 16 133 33 22 40 27 63 50 23 56 34 64 26 57 96 16 15 85 15 23 15 internal_value=-1.95298e-05 0.00300908 0.00392541 -0.0290544 0.0190563 0.00515201 -0.0175184 0.00208461 0.0198981 -0.00276953 0.000441548 0.0179808 -0.00166656 0.000389474 0.0023614 0.00374405 -0.0267769 0.00558026 0.00168205 0.00415188 0.000691119 0.0127021 -0.00731344 -0.0161392 -0.0265241 -0.0102394 -0.0231136 -0.00188378 -0.0157009 -0.0255766 internal_weight=354.326 88.6426 86.1797 2.46292 9.34734 5.28847 2.89919 76.8324 6.48833 3.30744 70.3441 7.54773 62.7963 56.7346 52.7302 51.0061 2.89448 48.1116 38.8402 36.806 31.8963 12.7559 19.1405 13.556 9.93129 6.13477 4.82165 7.8928 5.37078 4.00446 internal_count=8000 1254 1136 118 102 67 51 1034 64 43 970 110 860 727 672 645 72 573 510 487 431 98 333 276 212 116 100 72 57 55 is_linear=0 shrinkage=0.05 Tree=425 num_leaves=31 num_cat=0 split_feature=59 9 240 239 45 0 74 32 32 47 38 33 32 35 78 239 239 240 7 32 12 14 33 239 205 6 6 6 31 33 split_gain=0.430474 0.868121 1.21929 0.642944 0.620338 0.796261 0.622398 0.647573 0.749563 0.721651 0.583578 1.11308 0.716456 0.926529 1.11116 0.583172 2.53787 1.6456 1.52066 1.48313 1.44052 1.42426 1.28035 1.24613 1.44038 1.23543 2.4253 2.09087 1.85817 2.25451 threshold=0.24195000000000003 0.019967499999999954 0.22733991573533119 0.064823721816836211 0.20600000000000004 101758.00000000001 0.014550000000000002 0.57818234827696713 0.71439530561173159 0.053950000000000005 0.080100000000000018 0.29184269380725553 0.53828798662166022 0.32550000000000007 1.0000000180025095e-35 0.19596100291555049 0.18633590858421498 0.48361402537906034 13893.750000000002 0.71932195091684759 -10135.499999999998 15.500000000000002 0.45342730970937667 0.0099716314868563017 1.0000000180025095e-35 598493.25000000012 630373.50000000012 533765.25000000012 0.38232188279332696 0.22571712891307491 decision_type=10 2 2 8 10 2 10 10 8 10 10 10 10 8 10 10 10 2 2 10 2 10 8 8 2 2 2 2 10 8 left_child=4 2 3 -2 6 -6 15 9 -9 -8 12 -12 -3 14 -14 16 19 20 22 25 -17 23 -19 -21 -25 27 -27 -1 -29 -30 right_child=1 10 -4 -5 5 -7 7 8 -10 -11 11 -13 13 -15 -16 17 -18 18 -20 21 -22 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=-0.00051370488548664714 0.040917553953407765 0.039394465675131135 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0.48441551075666112 46.809754627953225 1.139579995331587 1.6220885056682162 4.0731974854988948 0.34392769137048151 3.4499289534869595 77.052623633718213 27.053641238249842 0.79873848147690241 1.6855385433445915 leaf_count=2769 10 31 94 36 19 119 57 61 22 35 32 51 74 38 5 113 113 50 232 13 1249 43 133 441 3 93 1742 251 5 66 internal_value=-1.84345e-05 0.00916746 -0.0131019 0.0104008 -0.000350241 -0.0305264 -0.00019943 0.0150621 -0.0173887 0.022677 0.0170848 -0.00684147 0.0237997 0.00760193 -0.0232308 -0.00050011 -0.00145025 0.00411431 -0.0159204 -0.00100638 0.00773086 -0.0255054 0.00460483 -0.0372115 -0.0455603 -0.000452835 -0.0056311 0.00177797 0.0139842 -0.0274001 internal_weight=353.086 12.3093 3.22847 2.03684 340.777 1.69463 339.082 6.55147 1.24518 5.3063 9.08083 1.99003 7.0908 3.47816 1.43282 332.531 275.752 56.779 8.68215 273.411 48.0969 6.04112 4.42487 4.90154 4.41713 267.369 80.5026 186.867 29.5379 2.48428 internal_count=8000 371 140 46 7629 138 7491 175 83 92 231 83 148 117 79 7316 5539 1777 415 5426 1362 500 183 457 444 4926 1835 3091 322 71 is_linear=0 shrinkage=0.05 Tree=426 num_leaves=31 num_cat=0 split_feature=9 150 49 13 77 14 32 33 1 241 56 242 32 32 37 32 53 166 13 24 9 81 13 10 12 9 102 10 6 240 split_gain=0.418168 0.439248 1.20544 0.979222 0.982328 0.724126 0.671631 1.12927 0.588289 1.34277 1.73288 1.73756 2.50787 2.25999 1.95331 2.21519 1.58834 1.36834 1.29726 1.29096 1.31246 1.90841 1.27005 3.23928 1.61523 2.83793 2.23626 2.16172 2.52998 2.41942 threshold=0.0013045000000000003 1.0000000180025095e-35 0.10985000000000002 -4225.4999999999991 3.5000000000000004 6.5000000000000009 0.43389724364250071 0.37486590641619366 1.0000000180025095e-35 132525.00000000003 0.31250000000000006 0.10666982758620691 0.4077849305135694 0.23201091826774928 0.77900000000000003 0.44940187957095928 0.30210000000000004 1.0000000180025095e-35 -111.49999999999999 10.500000000000002 0.029709000000000003 -1542.9999999999998 -4843.4999999999991 -20734.499999999996 -5329.9999999999991 0.029709000000000003 1.0000000180025095e-35 -15006.999999999998 745695.00000000012 0.24000192003072052 decision_type=2 2 8 2 10 8 8 10 2 2 10 2 10 8 8 10 10 2 2 2 2 2 2 2 2 2 8 2 2 2 left_child=-1 8 -3 5 6 -4 -5 -8 19 17 11 13 -13 -11 -14 -16 -17 18 -10 20 -2 -22 -21 -24 25 -25 27 29 -29 -26 right_child=1 2 3 4 -6 -7 7 -9 9 10 -12 12 14 -15 15 16 -18 -19 -20 22 21 -23 23 24 26 -27 -28 28 -30 -31 leaf_value=0.028208534890841481 0.010119973155701857 -0.03314873272066951 0.034956685729625445 0.033506216861593045 -0.035058590703688899 -0.057881343356604865 0.018406067958939135 -0.057188298124509401 0.00018040349279448403 0.037494377737500292 0.02407100257846384 -0.058758871920488523 0.020817049061448403 -0.019231926846931934 0.020849706164794861 -0.055625629602089069 0.023985159868038976 -0.058196871832890976 -0.036611938864627651 0.02485437085084324 0.015932959907914535 -0.050432997226439763 -0.054023113361351939 0.014113396696044986 -0.056191016673694263 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0.00157718 -0.0138196 -0.0281923 -0.0444811 -0.000660129 -0.000325521 0.00208397 0.00789794 -0.0185119 -0.00203032 -0.00352507 -0.00138255 0.00819397 -0.00725508 -0.0142577 -0.0232053 0.00461015 internal_weight=351.716 350.408 13.1064 11.5953 10.553 1.04229 9.77186 3.72869 337.302 202.379 24.6924 21.9107 14.3513 7.55947 9.80928 6.93256 5.20408 177.687 176.659 134.923 55.9124 4.33921 79.0106 74.8491 71.8026 27.2938 44.5088 32.0118 21.7143 10.2975 internal_count=8000 7982 530 349 265 84 225 169 7452 4962 850 733 504 229 394 308 291 4112 4083 2490 849 130 1641 1541 1380 517 863 733 514 219 is_linear=0 shrinkage=0.05 Tree=427 num_leaves=31 num_cat=0 split_feature=31 7 46 0 242 13 0 10 240 103 32 13 14 243 33 5 10 31 81 240 240 21 32 7 13 42 81 107 160 149 split_gain=0.414342 0.985498 2.11297 0.978147 1.21751 1.74403 0.613566 1.02691 0.8567 0.589991 0.683085 1.68589 3.08803 1.81635 2.57598 2.25563 2.08468 1.88307 2.01128 1.71276 2.40075 1.36285 1.17007 2.8683 1.94887 2.39452 1.4542 1.64602 1.12569 2.08931 threshold=0.20024914172550759 15133.500000000002 1.0000000180025095e-35 101527.00000000001 0.21937000000000004 -1898.4999999999998 104156.00000000001 -11942.499999999998 0.44194611794930005 1.0000000180025095e-35 0.27318711757575564 -2756.4999999999995 16.500000000000004 0.046825972411343307 0.26575311909471833 223875.00000000003 -9184.9999999999982 0.3655597252212025 -688.49999999999989 0.15587279521610639 0.17767115123957813 2.5000000000000004 0.31682351084498134 29877.750000000004 -749.99999999999989 0.12645000000000003 -180.49999999999997 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 2 8 2 2 2 2 2 2 10 10 2 8 2 10 2 2 10 2 2 2 2 10 2 2 8 2 8 2 2 left_child=1 2 -1 -3 6 -6 -5 -8 -9 10 11 12 -2 14 21 -16 17 -15 -19 -14 -21 -13 23 24 25 -12 27 -25 -24 -30 right_child=9 3 -4 4 5 -7 7 8 -10 -11 22 13 19 16 15 -17 -18 18 -20 20 -22 -23 28 26 -26 -27 -28 -29 29 -31 leaf_value=0.031201638229686829 -0.045200141574688921 -0.023939684186124709 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1.3860617440659577 21.338426606729627 3.0529529191553593 210.01988811503543 1.5554179723840209 2.2020342801697543 5.5814686680096202 3.0127301199827334 2.2720971871167421 19.209295195378221 1.4445456492248911 leaf_count=13 116 29 53 22 38 18 19 33 27 41 10 45 89 213 99 14 62 21 31 23 355 17 5635 34 25 148 26 20 715 9 internal_value=-2.06919e-05 0.00667217 -0.0184409 0.0111949 0.0149814 -0.00543594 0.0239657 0.0174027 0.00607329 -0.000462808 -0.000650349 0.00337257 -0.00516629 0.00956524 -0.0072236 -0.0336734 0.0154195 0.0197943 -0.0133951 0.000589081 -0.00591163 0.0131599 -0.00195319 -0.0152768 -0.0344897 -0.0484463 0.00888953 -0.011564 -0.00106114 -0.0121992 internal_weight=350.067 21.6917 3.31038 18.3814 16.5931 5.07041 11.5227 8.70585 6.06567 328.375 325.824 79.7061 33.5059 46.2002 11.9449 5.19883 34.2553 30.4277 3.74738 29.2945 22.7245 6.74607 246.118 15.444 8.6038 6.40176 6.84025 3.82752 230.674 20.6538 internal_count=8000 252 66 186 157 56 101 79 60 7748 7707 1085 583 502 175 113 327 265 52 467 378 62 6622 263 183 158 80 54 6359 724 is_linear=0 shrinkage=0.05 Tree=428 num_leaves=31 num_cat=0 split_feature=78 151 162 243 243 81 11 12 13 5 7 32 9 10 36 107 32 45 81 387 58 243 242 81 12 12 241 31 240 242 split_gain=0.411366 0.567569 1.19413 1.18653 1.12846 1.75063 0.81798 0.674639 1.21768 2.01776 1.98149 1.73106 2.3758 1.69213 1.59138 1.65427 1.55034 1.47123 1.45823 1.65885 1.48034 1.12647 1.12372 1.06224 1.05963 1.02346 2.06934 1.92269 2.67509 2.34169 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.038747289927657157 0.047222222222222207 -617.49999999999989 -1070.4999999999998 -8019.9999999999991 -2525.4999999999995 102375.00000000001 21874.500000000004 0.37741601097813809 0.0096434999999999525 -23125.999999999996 0.96895000000000009 1.0000000180025095e-35 0.26087299739659137 0.085550000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.35035000000000005 0.032381017524815155 0.21937000000000004 -1.0000000180025095e-35 -11173.999999999998 -2575.4999999999995 167458.98375000004 0.33227132442461665 0.30009380863039409 0.10122239382239381 decision_type=10 2 2 2 2 2 10 2 2 2 2 10 2 2 8 10 8 8 2 10 10 2 2 2 2 2 2 8 2 2 left_child=1 7 3 -3 -5 6 -6 8 11 10 23 12 -1 -13 -11 -16 -17 22 19 20 -18 -19 -15 -10 -14 27 -27 28 -9 -30 right_child=-2 2 -4 4 5 -7 -8 25 9 14 -12 13 24 17 15 16 18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.018520046726781116 0.0049119855844877982 -0.032039345443870479 -0.03922628961711714 0.047086693602806012 -0.0059786438983095522 -0.041020920717099604 0.047971680195936874 -0.017007950017119602 -0.037756246967995677 0.043220037873839864 0.044315361322990847 -0.052297412075242793 -0.0086783788266237959 0.0061119487876068711 -0.050422226459187314 0.027873818743942361 -0.052601032818891169 -0.018663926082477727 0.02798470394244262 0.052328412717818899 0.046010381338201643 0.02728290626346392 -0.054784010346148188 0.027356815870497875 -0.057356106669932828 0.0029526497784691311 -0.030408193380477164 -0.0077984825301865767 -0.021331479882678649 0.02642947347544395 leaf_weight=3.9240778955863771 37.70308933146589 1.0601559119240809 1.0411387813001063 3.1800000548246317 1.0986852679634451 1.2872515877825219 1.9487436517374592 7.8114935049088698 1.6959395064914136 1.0054235325369489 3.2493030221667141 0.87038788333666062 2.0892051140544936 3.1432428154294092 3.6301648042535826 2.0419958007987562 4.1277513694367363 1.4335736134089554 1.1688291483151276 0.50129775702953328 0.41923419386148442 19.200636392288288 0.99812578569981258 0.99317974958103405 2.4048811646061949 105.80712762082112 4.8619374387053531 111.98293339763768 3.1094253068731659 14.69519822031725 leaf_count=48 920 51 40 29 43 39 13 151 60 17 27 116 57 153 134 26 220 85 24 2 3 376 55 11 90 1865 207 2896 97 145 internal_value=-2.01089e-05 -0.000618456 0.0113395 0.0174791 0.0244651 0.00786946 0.028521 -0.00100027 0.00412654 -0.00607599 0.0180405 0.00976724 -0.00990613 0.0162249 -0.0171824 -0.0222904 -0.00992543 0.0186322 -0.0223405 -0.0339923 -0.043509 0.0240907 -0.0085648 -0.0137079 -0.0347269 -0.00209261 0.00148703 -0.00497167 0.00738598 0.0180884 internal_weight=348.484 310.781 9.61598 8.57484 7.51468 4.33468 3.04743 301.165 52.8972 18.8331 5.93842 34.0641 8.41816 25.646 12.8947 11.8893 8.25911 24.7756 6.21711 5.04828 4.54699 20.6342 4.14137 2.68912 4.49409 248.268 110.669 137.599 25.6161 17.8046 internal_count=8000 7080 215 175 124 95 56 6865 1504 524 98 980 195 785 426 409 275 669 249 225 223 461 208 71 147 5361 2072 3289 393 242 is_linear=0 shrinkage=0.05 Tree=429 num_leaves=31 num_cat=0 split_feature=135 5 107 132 61 7 31 31 0 81 243 81 7 32 8 36 49 242 57 9 14 14 239 12 13 631 0 24 0 31 split_gain=0.421514 0.79043 1.4907 1.31877 0.894852 0.860394 0.727934 1.44508 0.754531 1.31367 1.08178 1.23161 1.02067 0.767325 1.15427 0.689893 0.661092 1.14666 1.1596 1.07946 1.01422 2.5461 1.47653 1.29355 1.47018 1.7182 0.938381 0.914906 0.859593 1.47449 threshold=1.0000000180025095e-35 106875.00000000001 3.5000000000000004 1.0000000180025095e-35 0.0040500000000000006 20331.000000000004 0.20024914172550759 0.26439557336855307 103324.50000000001 -756.49999999999989 0.05120182789417161 -625.49999999999989 21912.750000000004 0.25477864079138984 686250.00000000012 0.98635000000000017 0.14545000000000002 0.13197916666666668 0.079250000000000015 0.029709000000000003 4.5000000000000009 2.5000000000000004 0.019076583111388556 -1115.4999999999998 -2358.4999999999995 -2444.4999999999995 108761.50000000001 8.5000000000000018 105629.50000000001 0.51737761058696285 decision_type=2 2 8 2 10 2 8 8 2 2 2 2 2 8 10 10 10 2 10 2 8 10 8 2 2 8 2 2 2 8 left_child=1 2 3 -1 6 15 -3 -8 9 -9 -10 -12 -13 -11 -15 -6 20 -18 28 26 21 22 -2 24 25 -24 27 -20 -19 -30 right_child=16 4 -4 -5 5 -7 7 8 10 13 11 12 -14 14 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.01499054095222856 0.043661648438721445 0.03289963498000395 -0.048230980560947753 -0.05521003223224874 -0.028331279857233438 -0.04409996070095528 -0.047973363867383684 -0.060744520754256563 0.023718062581879022 0.027358258089023771 0.015626411933921492 0.0043287346469685923 -0.061170486726697039 -0.056396461606259253 0.031563656787601223 0.04345562748686526 -0.019454612271009891 0.04254945811290247 0.031624910905317959 0.034852242015082288 -0.00051611295028925397 -0.050563737102968437 0.045674921674408557 -0.066742129203147843 0.01693270233048199 -0.056327891589056357 0.023425013615520313 -0.046794255705827348 0.045810025979374197 -0.053380186076682927 leaf_weight=4.24357934956788 1.5524847873894003 3.394635356962687 1.8818947014515286 0.7942076054168864 0.61339470335042212 1.5097560812209847 1.0941039199969989 0.92556677655375086 12.473293306575217 1.9242055565118819 3.8828282772301463 1.1339904216001735 1.2508299813925985 0.90177881393174153 0.636032595182769 0.73656819807365537 2.6577720985369515 4.5873614708543737 0.45521834661485705 1.5111593458277637 283.49404413945376 3.5972390393872038 0.53378325828816742 0.88453964781365524 3.8485018989194946 1.8222181272067235 1.0766169588314367 2.0330869339086348 0.79364893736783382 0.70970116701209929 leaf_count=110 16 30 70 35 30 107 44 49 211 15 87 27 40 42 12 13 169 54 11 29 6097 248 5 40 80 145 32 102 9 41 internal_value=-1.9182e-05 0.00499493 -0.0102606 0.00392341 0.00845865 -0.0181663 0.0112156 0.00817674 0.0108329 -0.0078316 0.0152026 -0.00174395 -0.0300254 0.00631461 -0.0200165 0.0108372 -0.000624921 0.010062 0.0170872 -0.000562145 -0.0011245 -0.015217 -0.000503114 -0.0101751 -0.00211067 -0.0332178 -0.0155742 -0.032448 0.0317964 -0.00101567 internal_weight=346.954 37.3967 6.91968 5.03779 30.477 2.85972 27.6173 24.2226 23.1285 4.38758 18.7409 6.26765 2.38482 3.46202 1.53781 1.34996 309.557 13.8246 11.1668 5.07608 295.733 12.2388 8.64153 7.08904 6.2045 2.356 3.56492 2.48831 6.09071 1.50335 internal_count=8000 922 215 145 707 150 557 527 483 118 365 154 67 69 54 43 7078 447 278 174 6631 534 286 270 230 150 145 113 104 50 is_linear=0 shrinkage=0.05 Tree=430 num_leaves=31 num_cat=0 split_feature=243 243 34 243 76 13 24 33 13 33 239 11 81 193 85 239 594 107 32 195 228 8 6 59 6 9 154 43 6 24 split_gain=0.427708 1.84658 2.21131 0.844075 0.78513 0.729647 0.646628 0.639597 0.578678 0.567257 1.00131 1.79372 1.77752 1.67156 1.56395 1.23761 1.47758 1.27059 1.8271 1.51187 1.05444 1.26055 2.44461 3.19523 1.77403 3.15612 2.22452 2.18433 2.08989 2.04329 threshold=0.028658003551990201 0.027726253651411851 0.077500000000000013 0.029235940771969404 0.05655000000000001 -1870.4999999999998 13.500000000000002 0.42854052718861196 -1829.4999999999998 0.32885910741650776 0.28750629053976978 -3881.4999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.31243052703656454 -28.499999999999996 1.0000000180025095e-35 0.18773209390267723 1.0000000180025095e-35 1.0000000180025095e-35 609750.00000000012 735291.00000000012 0.10610000000000001 519097.50000000006 0.008745499999999953 1.0000000180025095e-35 0.04685000000000001 508497.75000000006 16.500000000000004 decision_type=2 2 8 2 10 2 2 8 2 8 10 8 2 2 2 8 10 10 8 2 2 8 2 10 2 2 2 10 2 2 left_child=1 2 4 5 8 -2 -4 -8 -1 -5 11 12 -11 14 20 -12 17 -17 -19 -20 21 24 23 -23 28 26 -26 -27 29 -13 right_child=3 -3 6 9 -6 -7 7 -9 -10 10 15 13 -14 -15 -16 16 -18 18 19 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-0.052481020324803944 -0.063963140511658689 0.043666213976387827 -0.0546439431195236 0.0034259675278172268 0.049769327578318277 0.012541627771707753 0.016475304325787483 -0.05253405883146383 0.035039894229169317 -0.055111325981240813 0.027050366080331779 -0.00035539410103047856 0.020668976776785933 -0.048910469876519196 -0.058893265435049635 0.010663279030324891 0.054140547155728108 0.033118233159637994 -0.053337548674654622 0.010398407918967234 0.041317385567464102 -0.054041839094605894 -0.0037324681152720858 0.022925708091609685 -0.038931215433299797 0.018298286996700868 0.032527755020332769 -0.033178043284221463 -0.061853631413040504 -0.041568338885801311 leaf_weight=0.40567259407544054 0.94956844800617546 2.869600041245576 1.6775673898628158 83.920889324013842 1.6399480144173137 0.46391769254114368 0.91002457190188546 0.53207475120871106 0.35339192068204128 2.9708893261195044 6.6322387467807884 118.08478766318149 1.0463714805373454 1.8571834271133401 1.1718227410456155 6.6279364601250546 1.1827619257383037 1.2210445515811441 3.3484402261528885 1.2884577218719639 1.4638569460948918 5.4139932959806165 50.099223262448504 1.7956562302133532 4.8994838515936854 34.729507356238173 1.4003669388475826 2.1908414701902066 1.4469283794460341 3.0860814945262964 leaf_count=46 50 29 130 1209 15 8 24 69 10 240 125 2500 29 101 76 250 4 16 380 49 15 241 1429 47 122 419 10 106 39 212 internal_value=-1.93239e-05 0.0111332 -0.0057833 -0.000296681 0.0303091 -0.0388537 -0.0335382 -0.00898628 -0.0117346 -0.000134421 -0.0013203 -0.00225339 -0.0353729 -0.00166892 -0.00128033 0.00932741 0.000727949 -0.00433172 -0.0212977 -0.0356272 -0.000979755 -0.00125723 -0.00764994 -0.0348721 0.00095191 0.00966239 -0.0230469 0.0152437 -0.00211835 -0.00140504 internal_weight=345.681 8.38828 5.51868 337.292 2.39901 1.41349 3.11967 1.4421 0.759065 335.879 251.958 231.657 4.01726 227.64 225.783 20.3009 13.6686 12.4859 5.85794 4.6369 224.611 223.147 57.3089 7.20965 165.838 43.2202 6.29985 36.9203 122.618 121.171 internal_count=8000 323 294 7677 71 58 223 93 56 7619 6410 5586 269 5317 5216 824 699 695 445 429 5140 5125 1717 288 3408 657 132 525 2751 2712 is_linear=0 shrinkage=0.05 Tree=431 num_leaves=31 num_cat=0 split_feature=150 49 32 12 24 28 10 33 242 33 8 239 11 79 5 10 62 198 10 32 37 0 33 118 83 243 243 33 243 243 split_gain=0.419702 1.1867 0.907368 0.791416 0.754787 0.71391 0.573378 0.563814 1.1737 0.540555 0.570841 0.511604 1.45622 1.03185 0.962417 1.19566 2.26934 1.30626 1.18128 2.75097 2.42509 1.54143 1.75881 1.39725 1.23491 1.21992 1.67808 2.0362 1.23858 1.20069 threshold=1.0000000180025095e-35 0.10985000000000002 0.44664389997845949 -2861.4999999999995 9.5000000000000018 1.0000000180025095e-35 -17793.499999999996 0.33365234483727518 0.17959411764705882 0.29184269380725553 1572750.0000000002 0.19739043627268146 -3218.9999999999995 10.500000000000002 81375.750000000015 -18176.999999999996 0.11920000000000001 1.0000000180025095e-35 -13156.999999999998 0.61897630985255747 0.74500000000000011 107028.00000000001 0.35151790798733135 1.0000000180025095e-35 1.0000000180025095e-35 0.046616922252745559 0.060967107588644605 0.3714916490179011 0.042500646420546309 0.048563143035534856 decision_type=2 8 8 2 2 2 2 8 2 10 10 10 8 10 2 2 8 2 2 8 8 2 10 2 2 2 2 8 2 2 left_child=11 6 5 4 -4 7 -2 -3 -9 -6 -11 12 -1 -14 -13 16 -16 18 20 21 -17 22 -20 29 -22 28 -27 -28 -26 -23 right_child=1 2 3 -5 9 -7 -8 8 -10 10 -12 14 13 -15 15 17 -18 -19 19 -21 24 23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.053647418397186265 0.013378469892067224 0.033887086354480983 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2.2567394192883503 2.0859151607946904 2.3618205158272758 2.5616167959524319 3.1297462806105614 5.9819594652290098 11.078326327027751 0.98915368027519379 1.1584019693982552 0.70487631458672684 2.0629531124141067 leaf_count=125 40 18 26 90 38 8 143 38 22 102 8 155 5582 44 109 122 224 87 74 153 103 28 116 27 206 120 15 89 40 48 internal_value=-2.0782e-05 0.00888205 0.0144623 -0.00561329 0.00554944 0.0245123 -0.0328242 0.0153212 0.0015948 0.0155427 -0.0219448 -0.000363391 -0.00123303 -0.000982279 0.00407658 0.00147194 -0.0212653 0.00426576 0.005893 -0.00402304 0.0132413 0.00372324 -0.0124319 0.0196321 0.0171341 0.0209682 0.0297679 -0.010683 0.00356328 0.00154737 internal_weight=343.997 12.7475 11.2432 3.75076 3.03405 7.49243 1.50433 5.53099 3.17994 2.61427 0.703026 331.249 276.995 275.676 54.254 47.0556 5.14921 41.9064 40.5292 17.2507 23.2786 14.9939 7.4394 7.55452 21.9986 19.9127 13.2259 2.14756 6.68684 4.42477 internal_count=8000 533 350 264 174 86 183 78 60 148 110 7467 5751 5626 1716 1561 333 1228 1141 446 695 293 190 103 573 470 224 104 246 76 is_linear=0 shrinkage=0.05 Tree=432 num_leaves=31 num_cat=0 split_feature=671 636 243 685 6 239 7 239 33 14 5 242 6 242 241 239 76 33 239 10 12 48 148 239 625 624 77 8 129 81 split_gain=0.424118 0.490811 0.951578 0.482744 0.469413 1.35156 0.946191 1.24838 1.17501 0.860189 0.658668 0.603904 1.14333 1.07844 1.73762 2.26318 2.13469 2.45731 1.74207 1.03881 1.00116 0.93845 0.87659 0.871183 0.793655 1.06275 0.970537 0.843342 3.0602 1.85955 threshold=10797.637500000003 -36.999999999999993 0.071874048212747663 40873.747500000005 74405.250000000015 0.03914712056103941 8403.7500000000018 0.26018442854747098 0.39535748868774395 10.500000000000002 45450.000000000007 0.053664285714285657 315333.00000000006 0.092444832214765113 144750.00000000003 0.073557648196857561 0.072750000000000023 0.39535748868774395 0.098252472018254419 -12827.499999999998 -2735.4999999999995 0.11500000000000002 1.0000000180025095e-35 0.12254592366467766 17255.025000000005 15080.962500000003 2.5000000000000004 209250.00000000003 1.0000000180025095e-35 -567.49999999999989 decision_type=10 10 2 10 2 8 2 8 10 10 2 2 2 2 2 10 10 8 8 2 2 8 2 8 10 10 10 10 2 2 left_child=1 3 -3 4 5 -1 7 9 -9 -6 -7 12 23 14 16 -16 17 18 -13 20 -17 -18 -23 -8 25 27 -26 28 29 -15 right_child=-2 2 -4 -5 6 10 11 8 -10 -11 -12 13 -14 24 15 19 21 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.047962333082911091 0.026240588427132151 -0.056700272969396996 0.0092803110358966445 0.036219842373147793 -0.056887555049274389 0.034334736352851371 -0.044827492209427951 0.023559843691974103 -0.052402155136586782 -0.00019577036276848946 -0.05424942286405593 0.01470143435355597 0.0405695801413304 0.024985357730193496 -0.039037122357738346 0.044469490731505953 0.040426633759512387 -0.056384509496627704 -0.044940410415564042 -0.025019265813578197 -0.0051645655372531685 -0.039848890076131502 0.035220087086103247 0.012456214765829015 -0.055101705654837851 0.035984057729336709 0.021861958109431468 -0.00028047735694561028 -0.047078762208158924 -0.0034832492520995573 leaf_weight=1.6825025413418182 1.530559784034266 1.094415448452309 1.0913980919285675 0.91815541682444646 2.3442119827450365 0.30725616915151466 0.92538673503440749 2.0786762443603952 0.67419715982396144 0.93637118733022351 0.66187789328978397 3.2023129668086776 2.6221248961228412 15.1121957731084 1.9819364719151034 3.814651122593204 1.6286897095269517 5.3591123417209028 1.9821999549167229 0.97384616849740258 1.3847934633813568 1.078635103171109 0.60812830430222664 2.3472990296431817 1.3311969540372945 2.1316980737319673 0.59168593407957804 270.75557880074302 2.2249528550310052 9.2452608217427041 leaf_count=10 21 75 31 19 114 4 49 30 73 15 54 41 38 266 88 67 37 313 51 45 37 70 15 65 103 29 23 5925 64 228 internal_value=-2.06973e-05 -0.000138538 -0.0237555 1.37827e-05 -8.45726e-05 0.0208701 -0.00025027 -0.0198718 0.00495624 -0.0407061 -0.0261645 0.000109236 0.015969 -0.000179843 -0.0108632 0.00744918 -0.0216389 -0.0326428 -0.00810149 0.0223736 0.0312502 0.0133551 -0.0127843 -0.00374136 0.000600488 0.000806086 -0.0314194 0.000553886 0.0090523 0.0141796 internal_weight=342.621 341.091 2.18581 338.905 337.987 2.65164 335.335 6.03346 2.75287 3.28058 0.969134 329.302 5.89481 323.407 22.0143 8.15523 13.8591 10.5436 5.18451 6.17329 5.19944 3.31545 1.68676 3.27269 301.393 299.47 1.92288 297.338 26.5824 24.3575 internal_count=8000 7979 106 7873 7854 68 7786 232 103 129 58 7554 152 7402 764 237 527 405 92 149 104 122 85 114 6638 6512 126 6483 558 494 is_linear=0 shrinkage=0.05 Tree=433 num_leaves=31 num_cat=0 split_feature=32 7 33 33 10 13 9 7 241 24 11 242 28 33 243 226 38 10 0 0 23 81 5 35 12 8 33 6 107 19 split_gain=0.411738 1.95347 1.05221 1.19573 1.12348 1.31714 0.926544 0.897388 0.760138 0.526563 2.54213 1.35295 0.961772 0.727425 1.19987 1.07546 1.51035 1.09368 2.20736 3.69325 2.36867 2.3503 2.13739 1.71419 1.69619 3.43157 1.66099 1.54815 1.5495 1.53106 threshold=0.071899890026603006 35941.500000000007 0.4893563484713756 0.14509547980217227 -12399.499999999998 -4095.4999999999995 0.008043500000000002 19390.500000000004 39937.500000000007 5.5000000000000009 -610.49999999999989 0.096130952380952359 1.0000000180025095e-35 0.32885910741650776 0.079778170966896808 1.0000000180025095e-35 0.069850000000000009 -11031.499999999998 108178.50000000001 102549.00000000001 2.5000000000000004 -847.49999999999989 58788.000000000007 0.019550000000000001 -716.49999999999989 488250.00000000006 0.41797697843776577 886133.25000000012 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 2 8 10 2 2 2 2 2 2 8 2 2 8 2 2 10 2 2 2 2 2 2 8 2 10 8 2 10 2 left_child=1 2 3 -1 5 -4 -5 -7 -8 10 11 -2 -13 14 -11 17 -17 24 19 21 26 -19 -21 -24 -15 29 -20 -27 -29 -26 right_child=9 -3 4 6 -6 7 8 -9 -10 13 -12 12 -14 15 -16 16 -18 18 20 22 -22 -23 23 -25 25 27 -28 28 -30 -31 leaf_value=0.02901778555100111 0.038744504861875972 -0.043318613568124054 0.029942667402220503 0.013233653775051576 0.037245031004226575 -0.063266663593547476 -0.0069719483727885591 0.0017662612307583912 -0.061353049663208148 0.0043169779538707459 0.03455589972895217 -0.044979288282020274 0.013261719079020183 -0.0020946710334984789 -0.036040328673494298 -0.054139798895034355 0.014959167724201076 -0.055627712096348939 -0.03882884426776366 0.042644035012970004 -0.052164102968678731 0.013380437339780143 0.030468387382932585 -0.048988797162403563 0.01372122366615426 -0.047533097629222448 0.018725191587416624 -0.055778908529178439 0.018342987537527489 0.045387895229755247 leaf_weight=1.8562016543000996 0.89576583058806125 1.7182820213492949 2.3747095095750441 1.4022795297205446 5.689648012630637 0.86883199051953841 1.1566686406731608 1.3620611240621654 1.4458339991979299 77.319502134545473 5.2876831525354628 2.7168395366607005 0.95908484235405911 169.28575664186064 1.8866837672248937 2.2474212380693639 1.2201609015173742 1.4502320559695352 1.4068774722982151 0.76242443569935758 1.593164372257889 8.269541095360184 0.72558798460522389 10.523218434114824 13.305922662450035 2.7677284365490769 11.505316064518411 0.91728405037429217 3.0478229495929554 5.3525200212316113 leaf_count=14 13 32 27 10 41 21 15 24 32 1078 51 90 8 4927 108 194 44 59 36 6 36 120 19 337 206 107 168 50 85 42 internal_value=-2.09111e-05 0.00736635 0.0127569 -0.00415466 0.0223845 0.00402614 -0.01953 -0.0235611 -0.0371837 -0.000429151 0.0109484 -0.0163564 -0.0297836 -0.000786868 0.00335567 -0.00218679 -0.0298255 -0.00177174 -0.00974757 -0.0198298 0.00535704 0.00308412 -0.0383724 -0.0438635 -0.000287155 0.0117637 0.0124543 -0.0188357 0.0011957 0.0228054 internal_weight=341.321 17.8745 16.1562 5.86098 10.2953 4.6056 4.00478 2.23089 2.6025 323.447 9.85937 4.57169 3.67592 313.587 79.2062 234.381 3.46758 230.913 36.2364 21.731 14.5054 9.71977 12.0112 11.2488 194.677 25.3913 12.9122 6.73284 3.96511 18.6584 internal_count=8000 216 184 71 113 72 57 45 47 7784 162 111 98 7622 1186 6436 238 6198 781 541 240 179 362 356 5417 490 204 242 135 248 is_linear=0 shrinkage=0.05 Tree=434 num_leaves=31 num_cat=0 split_feature=243 243 34 243 76 13 24 33 13 239 239 243 107 107 239 21 33 13 38 81 239 243 24 81 5 243 36 240 170 7 split_gain=0.41029 1.72069 2.04163 0.776716 0.722065 0.698494 0.608908 0.589527 0.550247 0.513151 1.82893 1.44263 3.14822 1.21676 1.28421 2.37207 1.83376 2.74409 1.78867 1.66255 1.63329 1.50745 1.45834 1.28242 1.5257 1.29276 1.28141 1.19445 1.15792 1.51263 threshold=0.028658003551990201 0.027726253651411851 0.077500000000000013 0.029235940771969404 0.05655000000000001 -1870.4999999999998 13.500000000000002 0.42854052718861196 -1829.4999999999998 0.041673363445299962 0.035702131558505761 0.054656651657797754 1.5000000000000002 3.5000000000000004 0.025363815782715401 2.5000000000000004 0.33365234483727518 -4166.4999999999991 0.011350000000000001 -1.0000000180025095e-35 0.013646499317471902 0.092169944750567709 10.500000000000002 -315.49999999999994 201883.50000000003 0.048934534346103009 0.97785000000000011 0.17877965166671014 1.0000000180025095e-35 29270.250000000004 decision_type=2 2 8 2 10 2 2 8 2 8 10 2 8 10 10 2 10 2 10 2 10 2 2 2 2 2 10 2 2 2 left_child=1 2 4 5 8 -2 -4 -8 -1 10 13 12 27 14 16 19 17 -5 -17 22 -18 28 -16 24 25 -19 -27 -12 -22 -30 right_child=3 -3 6 9 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 18 20 23 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.052367006799643727 -0.063501464915330638 0.042872742814824331 -0.05437584988292115 -0.058565395380184439 0.049192069141499914 0.012099582520286749 0.015485236763999769 -0.05239542882489974 0.034825229441601151 -0.0010956977932370319 0.046537278179370312 0.03382817250264774 -0.058187299499418754 -0.028672303337622003 -0.032409419706450344 -0.064354608955322079 0.011223460139697862 0.013599420579077282 0.021405786554557708 -0.046971265420322102 -0.061286143228748508 0.019043320807566336 0.019107006703522778 0.031489972591462571 0.039073328758385532 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threshold=0.83328601199036678 0.80783375724491269 0.79403880647444935 -942.49999999999989 0.034176500000000005 2.5000000000000004 1.0000000180025095e-35 0.0039500000000000013 -24357.999999999996 1.0000000180025095e-35 102607.00000000001 -23125.999999999996 0.019250000000000003 14.500000000000002 852750.00000000012 -21980.999999999996 0.52539569308654566 0.30436666666666673 -21769.499999999996 0.29670681508118335 -21535.999999999996 0.052250000000000012 -12376.499999999998 0.14458428571428575 0.060133333333333309 0.35646599251300187 13511.250000000002 0.0112259153612133 1.0000000180025095e-35 0.38830008554484435 decision_type=10 10 10 2 2 2 2 10 2 2 2 2 8 2 10 2 10 2 2 8 2 8 2 2 2 10 2 10 2 8 left_child=1 2 5 4 -2 -1 7 -4 9 10 -7 12 -10 14 -14 16 19 -18 21 -13 25 -17 -22 24 -21 -20 27 -24 -29 -30 right_child=3 -3 6 -5 -6 8 -8 -9 11 -11 -12 15 13 -15 -16 18 17 -19 20 23 22 -23 26 -25 -26 -27 -28 28 29 -31 leaf_value=0.037094801908038086 -0.051666638497707695 -0.052408990623528079 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0.89406118728220541 1.0017834863319866 1.9178786625852806 3.120447085966588 10.012966851994859 1.1054290285974273 3.751954176928848 257.58107174299948 30.570053018804174 1.7427757874829684 2.9927231826586649 leaf_count=12 54 123 64 7 7 17 9 19 35 14 56 36 203 36 22 13 176 34 24 5 108 79 137 110 60 66 5473 835 32 134 internal_value=-2.12605e-05 -0.000141987 8.66504e-06 0.0249847 -0.0102082 -0.000203815 0.0282258 0.00820334 -0.000304065 0.0200015 -0.00537556 -0.000483711 -0.0150887 -0.0250578 -0.0407644 -0.000195366 0.00876107 -0.0202289 -0.000743615 0.0173692 -0.000422845 -0.0389992 -0.000839769 0.024407 -0.00832393 0.0251239 -0.000660605 -0.0075755 -0.0045048 -0.0285596 internal_weight=338.306 336.681 335.713 1.62547 0.640974 333.204 2.50908 1.3836 332.311 2.9142 1.40118 329.397 6.37737 5.19972 3.96824 323.02 18.6324 4.26592 304.387 14.3665 301.856 2.53104 297.009 12.0125 1.99949 4.8472 296.007 38.426 35.3056 4.7355 internal_count=8000 7932 7809 68 61 7717 92 83 7705 87 73 7618 296 261 225 7322 421 210 6901 211 6809 92 6719 175 65 90 6611 1138 1001 166 is_linear=0 shrinkage=0.05 Tree=436 num_leaves=31 num_cat=0 split_feature=633 1 216 151 30 11 240 5 240 33 40 40 239 240 7 105 14 107 24 111 10 10 11 31 11 33 7 12 13 13 split_gain=0.408324 0.438894 1.12122 1.04654 1.14837 2.22112 2.1212 2.7008 2.03613 1.96689 1.82662 1.51349 1.82535 1.44621 2.2596 1.89053 1.92877 1.43646 1.40701 1.60971 1.4091 1.36835 2.38136 1.53921 1.51148 1.70229 1.36162 1.28061 1.26151 1.4359 threshold=-79.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2051.4999999999995 0.17877965166671014 112275.00000000001 0.21544179422743634 0.54333994253778883 0.25570000000000009 0.31895000000000007 0.24726091742184428 0.26669490794128953 22799.250000000004 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 -16473.499999999996 -10850.999999999998 -853.49999999999989 0.18732552899119689 -1502.4999999999998 0.36144490647871014 44021.250000000007 -2473.4999999999995 -4586.4999999999991 -4843.4999999999991 decision_type=10 2 2 2 2 8 2 2 2 10 10 10 8 2 2 8 8 10 2 2 2 2 10 8 8 8 2 2 2 2 left_child=1 2 3 4 5 9 -6 -8 -9 11 21 12 -1 -10 15 16 -15 -14 -16 20 -20 26 24 -24 25 -23 28 -18 29 -7 right_child=-2 -3 -4 -5 6 10 7 8 13 -11 -12 -13 17 14 18 -17 27 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.046917673361320487 0.025761009206919191 -0.0016182705433338931 -0.045363720346232393 0.053452807336270926 0.022457249996405956 0.016761494565865575 -0.06033632056989794 -0.057419336789127487 0.02368837214993199 0.012650946287383686 -0.042063708039206976 0.044291499295214642 0.018296536119006512 0.027661502389109673 0.026922693138446092 0.031622939576034521 -0.010781597116893867 -0.032666980777845377 -0.00071102297443169631 0.0065158270151459575 -0.058000227173176447 0.027303565605719615 0.0035175031408285827 -0.047079956870439969 0.021730196030663566 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0.00602888 -0.00880627 -0.00666211 -0.0264808 -0.0335125 -0.0456584 0.0097906 -0.00322964 -0.0271564 0.0123603 -0.0293717 0.0132323 -0.0255856 0.0151933 -0.0087286 internal_weight=337.1 335.571 134.546 133.312 132.311 96.1019 36.2095 30.4828 27.9675 18.0259 78.0759 12.0612 11.2677 26.1501 21.815 12.4478 7.88019 5.53295 9.36717 8.27729 6.35037 76.339 15.9601 6.29652 9.66361 1.77188 60.3789 5.39696 56.5234 5.02151 internal_count=8000 7976 2731 2697 2693 2010 683 582 518 656 1354 369 359 463 398 202 167 164 196 187 157 1263 254 120 134 40 1009 119 861 146 is_linear=0 shrinkage=0.05 Tree=437 num_leaves=31 num_cat=0 split_feature=59 9 240 35 74 46 59 239 52 24 219 239 239 240 33 12 32 14 32 377 239 205 240 240 12 0 239 0 0 33 split_gain=0.410601 0.755836 1.07777 0.587041 0.574802 0.587223 0.909656 0.567158 0.546932 0.633204 0.540622 0.544463 2.19447 1.29932 1.29418 1.23572 1.21119 1.41641 1.11857 1.18027 1.10784 1.33414 1.04148 1.60005 1.6444 1.51228 1.78133 1.2927 1.22133 1.98271 threshold=0.24195000000000003 0.019967499999999954 0.22733991573533119 0.20025000000000001 0.014550000000000002 0.03280000000000001 0.11265000000000001 0.064823721816836211 0.014 10.500000000000002 1.0000000180025095e-35 0.19596100291555049 0.18837649185449937 0.48361402537906034 0.12179401509664006 -10135.499999999998 0.71932195091684759 15.500000000000002 0.71932195091684759 -240.49999999999997 0.0099716314868563017 1.0000000180025095e-35 0.44194611794930005 0.39617039643198143 -499.49999999999994 106893.50000000001 0.20670422716006029 102747.00000000001 103515.50000000001 0.34823673913772318 decision_type=10 2 2 10 10 10 8 8 8 2 2 10 10 2 8 2 10 10 10 10 8 2 2 2 2 2 10 2 2 10 left_child=3 2 7 4 10 8 -7 -2 -6 -10 11 12 16 15 -15 -13 -1 20 19 -16 -18 -22 23 24 25 26 -17 -28 -29 -30 right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12 13 -14 14 18 22 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.00074868726389436106 0.040317402105933264 0.016982945440923387 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0.46860952745191742 3.7059011746478063 0.32242365030106146 4.1429410010168786 1.8642803704788082 1.8278840311686568 19.581672061052814 4.0007359868905032 3.4041384697702579 3.4398186897160485 2.6342617947448161 leaf_count=4957 10 231 94 83 45 35 23 36 31 50 24 113 91 8 353 51 14 40 50 4 447 3 64 94 71 420 216 68 71 203 internal_value=-2.20878e-05 0.00933969 -0.0125049 -0.000348811 -0.000223768 0.0147609 -0.0144045 0.0102653 0.0227819 0.00332182 -0.000520514 -0.000678361 -0.00161673 0.00392586 -0.0146914 0.007197 -0.00125268 -0.0243542 -0.0213458 -0.0291189 -0.0367016 -0.045038 0.00853137 0.00606371 0.0082709 0.0105962 -0.000412132 -0.00848813 0.00157186 -0.0118646 internal_weight=335.599 11.3174 2.93346 324.282 323.165 6.27546 1.3536 1.87504 4.92186 2.08275 316.89 315.05 261.711 53.3382 7.97118 45.3671 260.067 5.55263 7.1871 6.22105 4.4813 4.02832 44.211 40.0681 38.2038 36.3759 16.7943 13.479 9.47822 6.07408 internal_count=8000 371 140 7629 7546 184 58 46 126 81 7362 7338 5552 1786 415 1371 5461 504 407 357 464 450 1258 1194 1100 1029 609 558 342 274 is_linear=0 shrinkage=0.05 Tree=438 num_leaves=31 num_cat=0 split_feature=78 631 7 49 625 624 242 116 33 13 0 33 107 10 13 22 241 14 240 239 107 81 11 31 243 8 240 83 243 234 split_gain=0.411163 0.574806 0.714701 1.27249 0.675837 0.776729 0.699176 0.605286 2.49494 2.66491 1.94077 1.91051 1.75596 1.7209 1.69077 2.82023 1.83542 1.60601 1.81985 1.46624 1.45579 1.50536 1.44916 1.31838 1.15414 1.05756 1.01169 1.44132 1.56957 2.13692 threshold=1.0000000180025095e-35 -307.99999999999994 28336.500000000004 0.085050000000000014 15556.680000000002 15080.962500000003 0.056304166666666655 1.0000000180025095e-35 0.58761389844191791 -4209.4999999999991 107236.50000000001 0.55405573365221705 1.0000000180025095e-35 -12827.499999999998 -2446.4999999999995 2.5000000000000004 78150.000000000015 13.500000000000002 1.0385128283914582 0.026428942402529153 3.5000000000000004 -541.49999999999989 -489.49999999999994 0.2924168959654963 0.079464345991561172 438750.00000000006 0.68922197220810866 1.0000000180025095e-35 0.055828908769251208 1.0000000180025095e-35 decision_type=10 10 2 10 10 10 2 2 8 2 2 10 8 2 2 2 2 10 2 10 10 2 10 8 2 8 2 2 2 2 left_child=1 4 3 -3 5 7 -6 8 9 11 12 -1 19 -12 20 16 -16 18 23 -10 21 22 -11 -14 -25 -18 -9 -28 -29 -30 right_child=-2 2 -4 -5 6 -7 -8 26 10 14 13 -13 17 -15 15 -17 25 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31 leaf_value=-0.056407901110563097 0.0049873094072074844 -0.043254391498781297 0.031132219470595891 0.032487488745251036 0.02975651333642676 0.039411032080489017 -0.054488489913039409 0.0010389055705874103 0.040986794623376177 -0.056201154438682011 -0.059372669817763679 0.017944769599085291 0.02082095855722952 -0.0058700560770126968 -0.052070310656251645 0.034934042623594369 0.026543338016875702 0.021165124769838922 0.043650865081060572 -0.027575950079682283 0.041371636228739322 0.021069388326505151 0.029225392832181292 -0.05336674528803647 0.0077884614924864275 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1.01501 threshold=1.0000000180025095e-35 0.44664389997845949 0.3714916490179011 -2861.4999999999995 1.0000000180025095e-35 34974.000000000007 0.16458039242710698 16398.000000000004 0.0013045000000000003 0.19739043627268146 -3218.9999999999995 0.37959522973814636 0.019394999999999954 -3331.9999999999995 0.18098571428571428 0.10666982758620691 0.6569710866047539 1.0000000180025095e-35 0.010388000000000003 0.50935061763461309 0.079464345991561172 0.021350000000000004 0.1041218374382596 -10404.499999999998 -1647.9999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.8582426448171866 1.0000000180025095e-35 0.23960000000000001 decision_type=2 10 10 2 2 2 10 2 2 10 8 10 2 2 2 2 10 2 2 10 2 8 10 2 2 2 2 8 8 10 left_child=8 4 3 -3 5 6 -2 -8 -1 10 -10 17 13 14 28 24 -17 29 -19 -16 21 -14 23 -23 -15 26 27 -24 -13 -12 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 11 12 20 15 19 16 -18 18 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031648612121565188 0.032669829750353076 0.010727026826113376 -0.05119642412431874 -0.052832339202027123 0.044999745994320349 0.028469813062837176 0.015205963215594165 -0.063936918649864644 -0.053452872146962142 0.0041462638262566029 -0.00041535362497842712 -0.055768786056027524 0.039899436999794154 0.046568265807283925 -0.057432271830547582 -0.054167620767954672 0.0019385150980283429 0.0028643949400869104 -0.058392399237030213 0.026384681924427583 0.032797819663460785 0.043330928382589499 -0.054568908680032238 -0.048451673702991666 -0.02664041486443838 -0.055203308072192217 0.011506297969968505 0.045707493014096538 0.019865283161785426 0.010918520770920077 leaf_weight=1.2083264652173955 1.3302825216669574 2.6149100753609678 0.96156379292733607 0.53359851666027669 1.9617468044161794 3.0503010273969267 0.57735555828548957 1.080067452508956 1.2180579321066032 51.496273718343218 201.19845868083212 2.3772190315939974 2.0055005689173475 1.1222059453139084 0.52220270346151654 7.5147178702463844 1.3477140204340683 1.6593134068534703 1.953593526035547 5.6017993706082052 2.8015912824121179 0.4509036056697372 1.4233926953384093 3.0586043052026062 1.1483166459584015 0.89575216229423027 8.7978709070302941 0.42922390566673141 0.5534623087150975 21.904497001778509 leaf_count=15 14 89 267 59 11 38 16 39 125 1710 3358 196 43 12 33 278 72 30 65 136 85 6 145 124 61 71 258 7 16 621 internal_value=-2.31674e-05 0.00899543 -0.0120119 -4.47981e-05 0.0197885 0.0115973 -0.00562868 -0.0363679 -0.000363727 -0.000484803 -0.00137472 -0.00113693 -0.00872818 -0.0191475 -0.000416307 -0.0343821 -0.0456355 0.000204106 -0.0302588 0.0192375 0.00186158 -0.0032184 -0.00896191 -0.0366594 0.00954298 -0.000543189 0.00405396 -0.0313363 -0.0414852 0.000697419 internal_weight=332.799 12.1098 4.11007 3.14851 7.99975 6.03801 2.98771 1.65742 320.689 319.481 267.984 266.766 40.0505 20.1876 9.05468 11.133 8.86243 226.716 3.61291 6.124 19.8628 17.0612 15.0557 3.50951 2.27052 11.5462 10.6505 1.85262 2.93068 223.103 internal_count=8000 533 415 148 118 107 69 55 7467 7452 5742 5617 1543 804 381 423 350 4074 95 169 739 654 611 130 73 481 410 152 212 3979 is_linear=0 shrinkage=0.05 Tree=440 num_leaves=31 num_cat=0 split_feature=135 11 5 107 132 44 26 14 23 19 54 31 31 32 32 0 239 12 43 239 0 0 105 143 49 239 31 242 42 39 split_gain=0.405568 0.72474 0.748998 1.30983 1.17687 0.783505 0.825018 1.70616 0.817407 0.932104 1.33585 0.942305 1.04146 0.944794 2.3223 1.12644 0.80935 0.728418 0.837894 0.655434 0.629418 1.65197 2.0827 1.82821 1.8001 1.7559 3.06411 1.70183 1.69634 1.61225 threshold=1.0000000180025095e-35 -5089.9999999999991 106875.00000000001 3.5000000000000004 1.0000000180025095e-35 0.039900000000000012 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 0.086200000000000013 0.20024914172550759 0.27086218055218064 0.17896658583416714 0.41591823767189678 105075.50000000001 0.16952911841161203 -5209.4999999999991 0.074550000000000019 0.19596100291555049 104195.50000000001 103363.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.060950000000000011 0.10704158700518505 0.91013676790783093 0.13636515151515147 0.048550000000000003 0.25000000000000006 decision_type=2 8 2 8 2 8 2 8 2 2 8 8 8 8 8 2 8 2 10 8 2 2 10 2 8 8 8 2 8 8 left_child=1 -1 3 4 -3 -4 8 -8 9 11 -11 -7 -13 -14 16 19 -15 18 -17 -16 21 23 25 24 -2 -23 -27 -28 -25 -29 right_child=20 2 5 -5 -6 6 7 -9 -10 10 -12 12 13 14 15 17 -18 -19 -20 -21 -22 22 -24 28 -26 26 27 29 -30 -31 leaf_value=-0.041390704669258899 -0.024387631162851642 0.015280460066320859 -0.037971711369222741 -0.046450966599587126 -0.054923881960896287 0.043327828814412522 0.049191874153139629 -0.057840546599397184 0.028190384322396886 0.035130248533594519 -0.043477473551640396 -0.057345413037699904 0.03466700301443254 -0.061782248309619398 -0.054205895571230324 -0.053259309049865471 -0.0019257929705333672 0.03160001065509345 0.034677885275515991 0.01639125254176144 -0.0024356466579125852 0.029371246999523228 -0.029765432644858921 0.033077165912307784 0.0027059095220429335 -0.057504783854126634 -0.040772441908720841 -0.025157250781061031 -0.051294199906094164 0.034210023595830384 leaf_weight=0.82145588722414686 6.6755780394014428 3.9006223434698759 0.83971550536807882 1.7337809543241745 0.70481994480360288 2.1356780016794934 0.55370001298433513 1.1366911389341112 6.7739803117292459 0.77087040792684947 1.8082474839338827 0.58961531374370402 3.1270910280290982 1.5247510052286082 0.80528855673765032 0.59143138857326227 0.89697463600896288 5.7117368527105938 0.49980072613107041 0.55560690589481976 183.47093282165224 13.798950692667864 2.5618612531980025 0.7390654098708177 75.098852638097014 1.781524727062785 1.2050469043897463 1.4039575092901939 3.072205179320008 6.1670083529315889 leaf_count=74 286 97 34 68 33 17 10 50 88 26 107 26 24 38 59 44 16 79 11 21 4509 158 82 12 1593 115 48 42 167 66 internal_value=-2.45141e-05 0.0050269 0.006127 -0.00940871 0.00453634 0.00960441 0.0110581 -0.0227813 0.013276 0.00796346 -0.0199825 0.0123482 0.00772216 0.0105199 0.00338663 0.0161418 -0.0396122 0.0244487 -0.0129828 -0.0253835 -0.000630083 0.00231442 0.0131179 -0.00108349 0.000494154 0.0176285 0.00228035 0.0144167 -0.0349333 0.023201 internal_weight=331.457 35.4819 34.6604 6.33922 4.60544 28.3212 27.4815 1.69039 25.7911 19.0171 2.57912 16.438 14.3023 13.7127 10.5856 8.16386 2.42173 6.80297 1.09123 1.3609 295.975 112.504 26.9183 85.5857 81.7744 24.3565 10.5575 8.77601 3.81127 7.57097 internal_count=8000 922 848 198 130 650 616 60 556 468 133 335 318 292 268 214 54 134 55 80 7078 2569 511 2058 1879 429 271 156 179 108 is_linear=0 shrinkage=0.05 Tree=441 num_leaves=31 num_cat=0 split_feature=671 207 242 23 19 57 12 79 241 33 81 14 6 139 241 78 107 9 37 13 12 10 11 6 13 7 13 24 0 12 split_gain=0.398069 0.424671 1.85018 1.58633 1.95772 1.66951 2.10736 2.09446 1.72381 1.69802 1.79345 1.65884 2.04736 1.33093 1.28091 1.18452 0.941854 0.923455 0.871854 1.11649 1.08375 1.02691 0.859412 0.831274 1.72675 2.07882 2.97346 1.84906 1.84093 1.83323 threshold=10797.637500000003 1.0000000180025095e-35 0.30436666666666673 2.5000000000000004 1.0000000180025095e-35 0.011650000000000002 -2974.9999999999995 1.0000000180025095e-35 29625.000000000004 0.27716319182680405 -2529.9999999999995 14.500000000000002 448164.00000000006 1.0000000180025095e-35 56280.000000000007 1.0000000180025095e-35 2.5000000000000004 0.0072894999999999514 0.64980000000000004 -2735.9999999999995 -2421.9999999999995 -16127.499999999998 -213.49999999999997 519097.50000000006 -4843.4999999999991 22988.250000000004 -3286.4999999999995 17.500000000000004 109231.50000000001 -2009.4999999999998 decision_type=10 2 2 2 2 10 2 10 2 8 2 10 2 2 2 10 8 2 10 2 2 2 8 2 2 2 2 2 2 2 left_child=1 23 3 5 11 6 7 9 -8 -3 -11 12 17 -10 16 -4 -9 -5 19 21 -20 -7 -12 24 -1 27 -27 -26 -28 -30 right_child=-2 2 15 4 -6 18 8 14 13 10 22 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 25 26 28 -29 29 -31 leaf_value=0.019121382007710561 0.026258364015224439 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1.9058408600612895 3.4585331646958348 2.0267281568376347 0.71621905973006506 0.4593215989880276 135.08636508368181 108.9280898758534 9.2981864060348034 14.795272011731869 1.3162493611162052 1.5789356588502412 4.018191084265708 leaf_count=244 21 26 93 11 33 11 16 33 176 7 149 14 49 10 104 18 31 32 99 38 41 43 8 3444 2441 316 327 84 52 29 internal_value=-2.39759e-05 -0.00013868 -0.00467659 -0.00184507 0.0152112 -0.00746545 -0.0147179 -0.00320822 -0.0351968 -0.0240905 -0.0415032 -0.00241971 -0.0187071 -0.0458583 0.0143151 -0.0413317 -0.0180093 0.0097474 0.0110296 0.0252559 -0.00645093 -0.0128806 -0.0529026 0.000573146 -0.0020019 -0.0033733 -0.0151164 -0.000210682 -0.00443189 0.019993 internal_weight=330.106 328.672 44.5655 41.3698 10.2535 31.1163 22.3516 14.3094 8.04225 6.52893 4.45256 6.20964 4.4443 6.63486 7.78043 3.19573 2.19869 2.60965 8.76472 4.83215 3.93257 1.37362 3.94365 284.106 149.02 139.935 29.6906 110.244 20.3924 5.59713 internal_count=8000 7979 1042 931 139 792 560 358 202 190 164 106 92 186 168 111 64 43 232 92 140 54 157 6937 3493 3249 724 2525 408 81 is_linear=0 shrinkage=0.05 Tree=442 num_leaves=31 num_cat=0 split_feature=73 34 59 10 12 49 75 59 11 131 42 50 12 12 6 35 14 11 107 135 0 32 31 11 50 159 40 77 32 32 split_gain=0.391456 0.830286 0.430297 1.01112 1.03178 0.900323 0.935587 0.644999 0.977238 0.493998 0.698798 1.04015 0.982655 1.50415 1.28844 1.02246 1.14719 0.907853 1.37269 0.621268 0.903828 1.44091 1.23502 1.52748 1.43026 0.787028 0.804864 0.763208 1.41624 2.20845 threshold=0.0020500000000000002 0.0079500000000000022 0.0099500000000000022 -10792.499999999998 -8423.9999999999982 0.0090500000000000008 0.011850000000000001 0.012050000000000002 -6540.4999999999991 1.0000000180025095e-35 0.17355000000000001 0.9769500000000001 -4391.4999999999991 -2861.4999999999995 521640.00000000006 0.060600000000000008 9.5000000000000018 -2026.4999999999998 4.5000000000000009 1.0000000180025095e-35 104738.50000000001 0.26535864083007171 0.1419218412049498 -2000.4999999999998 0.98035000000000017 1.0000000180025095e-35 0.071400000000000019 2.5000000000000004 0.34536722086657728 0.44664389997845949 decision_type=8 8 8 2 2 8 8 8 8 2 8 8 2 2 2 8 8 8 8 2 2 8 8 10 10 2 8 10 10 10 left_child=-1 -2 3 4 -3 -6 -7 8 -4 19 -11 -12 14 -14 17 -15 -17 -13 -19 20 21 -9 -23 24 -24 26 -22 28 -21 -30 right_child=1 2 7 -5 5 6 -8 9 -10 10 11 12 13 15 -16 16 -18 18 -20 27 25 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.03011582369932362 -0.043687374675351921 0.034917600785607433 0.043126676190161826 0.045309327338359878 -0.056014253741734125 0.023548783193009428 -0.036673447918220012 0.015304042983389414 -0.054316608087825104 0.033589941116709397 -0.055381491297756782 0.031661619578943416 0.034056457678622525 0.041027702344651647 -0.056229493790657163 0.023264233225755451 -0.055495993022380445 -0.057049573349644278 0.035770312550561248 0.0029051906206043316 0.035240096839220171 0.031220635191301617 -0.037989892121404911 -0.05673268917328847 0.042675956734712958 0.028542846733378285 0.0022026973551561497 0.0035910856832055229 -0.019552519421890752 -0.0028249687513110995 leaf_weight=1.0737519402391615 1.0900940121209703 1.5976286546065233 0.32963319984264672 1.7411037925630797 0.92075191485491892 1.7292177571798677 1.0285246907151302 4.465655296808106 1.1725136820168689 2.3736551374968231 0.69586207298561831 1.6038511290680615 5.1329778668296058 0.69089766744582659 1.1760521864343898 0.69428158539813045 1.3839373216615056 1.0244807487179042 0.65169657627120625 72.264600704482291 2.1131940552149961 0.91076731821522194 1.2012579991642272 2.7845094883668935 1.0128219171165254 5.3081376218324285 14.446827146059148 61.198696136021681 23.908603211544687 112.9425363400369 leaf_count=23 77 32 5 18 56 37 39 54 84 53 50 42 64 9 79 18 79 51 12 958 43 9 75 148 25 87 357 1353 499 3564 internal_value=-2.4552e-05 -0.000123343 2.21037e-05 0.0122698 0.00136683 -0.0132048 0.00108836 -0.000246904 -0.0329335 -9.24944e-05 0.00863486 0.0040972 0.00744631 0.0180339 -0.011329 -0.0116662 -0.0291841 0.00477 -0.0209613 -0.00053751 0.00602275 -0.00613088 -0.0223291 -0.0320861 -0.00108963 0.0117889 0.00641854 -0.00132002 -0.00275728 -0.00574736 internal_weight=328.669 327.595 326.505 7.01723 5.27612 3.67849 2.75774 319.487 1.50215 317.985 15.4277 13.054 12.3582 7.90209 4.45608 2.76912 2.07822 3.28003 1.67618 302.558 32.2432 10.375 5.90936 4.99859 2.21408 21.8682 16.56 270.314 209.116 136.851 internal_count=8000 7977 7900 182 164 132 76 7718 89 7629 457 404 354 170 184 106 97 105 63 7172 798 311 257 248 100 487 400 6374 5021 4063 is_linear=0 shrinkage=0.05 Tree=443 num_leaves=31 num_cat=0 split_feature=33 12 81 243 81 243 12 9 10 6 7 32 11 32 239 81 239 32 10 11 14 45 17 240 6 242 240 13 13 13 split_gain=0.394795 0.875728 1.07593 1.74785 1.58599 1.31332 1.15494 1.34052 1.52268 1.33392 1.32727 1.43971 1.14888 1.18391 1.04143 1.56516 0.964646 0.96215 0.871252 0.870937 1.1508 1.11017 0.90659 1.08602 0.886668 1.20255 1.33233 0.861698 0.924859 1.23469 threshold=0.32885910741650776 -4676.4999999999991 -1.0000000180025095e-35 0.05474118540496626 -248.49999999999997 0.049002083121633962 -1337.4999999999998 0.011311499999999952 -13156.999999999998 343921.50000000006 33752.250000000007 0.53198595042860786 -1070.4999999999998 0.46152011059136155 0.21780448708794112 -1158.4999999999998 0.06650642546047926 0.63641540506261929 -11991.999999999998 -2085.4999999999995 15.500000000000002 0.095450000000000021 1.0000000180025095e-35 0.40915043053847078 608629.50000000012 0.16169696969696967 0.17469963274316772 -5278.4999999999991 -4843.4999999999991 -4747.4999999999991 decision_type=8 2 2 2 2 2 2 2 2 2 2 10 10 10 8 2 10 8 2 10 8 10 2 2 2 2 2 2 2 2 left_child=1 19 4 -4 6 -6 9 8 -8 14 17 -12 13 -9 15 -3 -17 18 -11 20 -1 24 23 -22 -21 -26 -27 -2 -29 -30 right_child=27 2 3 -5 5 -7 7 12 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 21 22 -23 -24 -25 25 26 -28 28 29 -31 leaf_value=-0.046047879201591459 -0.05268558792524608 0.032841345650943855 0.031142956055033196 -0.016330389468404684 -0.0059754294356545229 -0.056073695791001445 0.015225852611941093 0.016718291754971099 -0.056014225825749546 -0.054551937865625566 0.023159920008605686 -0.039730985539585012 0.029455462214901858 -0.040102253175296594 0.035277505851017792 -0.0030065586898414538 -0.062904866249612876 0.00082410399363568748 -0.017766396313323489 0.024559408213585338 0.018512502813093464 -0.020709393975763175 -0.038330684156315312 -0.020980041334335241 0.028973834020208162 0.01335207829205038 -0.051584137383185208 0.013375214794421298 -0.044337916102699722 -0.0012140273231730746 leaf_weight=1.312861605663781 0.80464773098355991 1.662218290439341 5.5883623211411741 2.9688884671777487 2.6706677952315649 2.5641918852343224 1.5237524503609168 2.5197044753003861 1.477238217601555 3.7753818533383261 3.033561526797711 1.2999491413356734 7.3443035825621328 1.4410412430297581 2.4372266862774268 1.5711375251412385 1.1747596715576945 1.987903572269716 2.8059794594300933 15.067515914677648 7.0422650499822321 1.9989518005168054 1.1479731002182241 2.3124146095651668 2.2394334577547843 1.589353956980631 1.5703967154840937 10.903855161996033 1.6717836483057897 231.9902463043054 leaf_count=54 113 20 56 32 41 59 30 24 25 76 30 50 66 48 29 22 25 41 32 145 100 66 38 66 28 25 26 362 145 6126 internal_value=-2.39645e-05 0.00297671 -0.00139362 0.0146724 -0.00489283 -0.0305151 -0.000954142 0.00986437 -0.0198421 -0.00879135 -0.0182565 0.00429416 0.0177501 -0.00395477 0.0090495 -0.00545184 -0.0286325 -0.0296605 -0.0388683 0.00907639 -0.00191288 0.014856 0.00360412 0.00875021 0.0183297 0.000944326 -0.0189212 -0.00102831 -0.000858356 -0.00152257 internal_weight=327.498 82.1274 47.8463 8.55725 39.289 5.23486 34.0542 14.306 3.00099 19.7481 12.9028 4.33351 11.305 3.96075 6.84534 4.40812 2.7459 8.56926 6.58136 34.2812 11.8155 22.4657 10.5027 9.35468 20.4667 5.39918 3.15975 245.371 244.566 233.662 internal_count=8000 1254 706 88 618 100 518 193 55 325 229 80 138 72 96 67 47 149 108 548 258 290 204 166 224 79 51 6746 6633 6271 is_linear=0 shrinkage=0.05 Tree=444 num_leaves=31 num_cat=0 split_feature=150 49 77 239 13 242 32 12 6 57 1 31 31 13 0 242 24 52 32 107 198 31 241 46 242 32 0 6 240 166 split_gain=0.388042 1.00775 0.85901 0.943964 1.54051 0.710581 0.649984 0.679361 0.537465 0.527059 0.470664 1.13691 1.86584 1.57438 1.51957 1.22181 1.42481 1.66975 1.23604 1.16315 1.12706 1.46508 1.09933 1.77093 2.13046 2.30827 1.80565 1.61374 1.23676 1.21173 threshold=1.0000000180025095e-35 0.10985000000000002 3.5000000000000004 0.16438393897101314 -1829.4999999999998 0.063949999999999965 0.44664389997845949 -2861.4999999999995 454007.25000000006 0.095250000000000015 1.0000000180025095e-35 0.62008633520178458 0.2924168959654963 -399.99999999999994 104451.50000000001 0.056304166666666655 7.5000000000000009 0.0021500000000000004 0.63812141500205222 1.5000000000000002 1.0000000180025095e-35 0.20024914172550759 132525.00000000003 0.004000000000000001 0.10359583333333332 0.18773209390267723 109508.00000000001 674437.50000000012 0.74084651898734188 1.0000000180025095e-35 decision_type=2 8 10 8 2 2 10 2 2 10 2 10 10 2 2 2 2 8 8 8 2 8 2 8 2 8 2 2 2 2 left_child=10 9 3 6 5 -5 -3 -8 -4 -2 11 12 20 15 -13 -14 -17 -18 -19 -20 -1 -22 29 -24 25 -25 -26 -28 -27 -12 right_child=1 2 8 4 -6 -7 7 -9 -10 -11 22 14 13 -15 -16 16 17 18 19 -21 21 -23 23 24 26 28 27 -29 -30 -31 leaf_value=0.004151835883372589 -0.052735286592747503 0.037712585551054681 0.022979825786574471 0.041916327493164332 0.030873246500311764 -0.05912771526529545 0.019449539013356141 -0.052899634607069118 -0.065266924668485701 0.014197420269336652 -0.0001989888412809986 -0.052742179818390834 0.039158747500264351 0.036135022460356353 0.03627898536469995 0.0219744856954288 0.031698779475296382 -0.051197498211039388 0.016212086708531553 -0.054932461683715496 0.039106441156890381 -0.044931877573175391 0.0095338812874353057 0.043203078830748677 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0.00202913 0.00108227 -0.0166613 0.0260825 -0.0223138 -0.0264848 -0.0330735 -0.0396357 -0.00966462 0.00327174 -0.0266823 -0.00192401 -0.0122217 -0.0211457 0.00320703 -0.0346706 -0.000895744 -0.0217807 -0.000518017 internal_weight=326.327 11.7077 10.348 9.56708 2.7474 1.36743 6.81967 1.84367 0.78097 1.3597 314.619 124.796 120.07 13.1887 4.72658 11.9132 11.1562 9.82095 8.9175 2.48243 106.881 3.05069 189.823 22.804 16.1708 5.77408 10.3967 2.86625 3.55382 167.019 internal_count=8000 533 350 301 146 108 155 116 49 183 7467 2494 2310 453 184 435 418 389 364 134 1857 109 4973 855 611 180 431 85 165 4118 is_linear=0 shrinkage=0.05 Tree=445 num_leaves=31 num_cat=0 split_feature=107 32 32 234 242 240 34 0 169 7 33 59 126 1 13 32 239 0 12 14 10 239 7 77 8 242 77 31 33 14 split_gain=0.386177 0.917794 1.85204 1.12523 0.667563 1.39865 0.695917 0.462091 2.22584 1.61084 1.98758 2.55874 1.88775 1.86761 2.59918 2.00984 1.85785 1.78645 1.59658 1.90799 2.15175 1.41591 2.48124 1.92462 2.33181 1.82209 1.76133 1.74996 1.73719 1.71124 threshold=6.5000000000000009 0.30248840053627774 0.59299477370625941 1.0000000180025095e-35 0.33169692307692306 0.55020915896081035 0.086650000000000019 104195.50000000001 1.0000000180025095e-35 27141.750000000004 0.43561987392395524 0.2351 1.0000000180025095e-35 1.0000000180025095e-35 -3721.4999999999995 0.64989706086495058 0.025363815782715401 103363.50000000001 -821.49999999999989 18.500000000000004 -17676.499999999996 0.14437723302099367 26876.250000000004 2.5000000000000004 227250.00000000003 0.14969000000000002 5.5000000000000009 0.47144033012882453 0.28298015816786154 20.500000000000004 decision_type=10 8 10 2 2 2 8 2 2 2 10 10 2 2 2 8 10 2 2 8 2 8 2 10 8 2 10 8 8 10 left_child=7 -2 3 -3 5 6 -4 8 9 12 13 16 17 14 15 -11 -12 21 19 -15 -21 22 23 24 -1 27 -25 -23 -26 -30 right_child=1 2 4 -5 -6 -7 -8 -9 -10 10 11 -13 -14 18 -16 -17 -18 -19 -20 20 -22 25 -24 26 28 -27 -28 -29 29 -31 leaf_value=0.0027882965280621665 0.03272318308174435 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2.88089882885106 3.5747859169059657 4.1405036776996003 2.8079627477854965 1.808800862985662 5.5832638767315066 2.6777823199517998 17.350548958660511 1.6286333544994702 6.8565605084149874 6.3790237254361282 0.93367405957542349 leaf_count=173 40 56 19 14 2 15 53 4995 82 46 131 42 52 74 125 24 434 310 49 84 126 50 13 85 25 317 38 301 213 12 internal_value=-2.42802e-05 0.0102631 -0.00124964 -0.0370166 0.0208168 0.00741894 -0.029949 -0.00031307 0.0021821 0.00299786 -0.00500173 -0.0214516 0.00736372 0.00241795 0.0153069 -0.0286111 -0.0309179 0.00834853 -0.0104935 -0.0190771 -0.0328567 0.00368994 -0.00437948 -0.0084216 -0.0171226 0.0117923 0.0134213 -0.00560646 -0.0332941 -0.0459109 internal_weight=324.968 8.87351 5.86646 2.23836 3.6281 2.60972 1.27791 316.095 116.919 115.307 40.7114 12.6549 74.5957 28.0566 14.0405 2.717 10.7493 73.4694 14.016 11.1351 7.71529 54.1405 27.1254 25.3166 18.1047 27.0151 7.2119 9.66452 9.99048 7.3127 internal_count=8000 199 159 70 89 87 72 7801 2806 2724 1135 607 1589 528 195 70 565 1537 333 284 210 1227 559 546 423 668 123 351 250 225 is_linear=0 shrinkage=0.05 Tree=446 num_leaves=31 num_cat=0 split_feature=78 144 13 242 243 239 32 81 61 24 239 41 0 128 10 0 631 6 625 624 242 116 33 13 33 0 10 107 13 22 split_gain=0.38557 0.537755 0.828097 0.620117 1.21923 1.2919 0.850976 0.767107 0.625655 1.4157 1.21277 1.11442 0.779933 1.11279 0.977333 1.45659 0.530221 0.650237 0.623359 0.704616 0.614175 0.58839 2.27528 2.33223 1.76019 1.74204 1.65635 1.58142 1.51909 2.49212 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -4336.4999999999991 0.22912333333333332 0.029339801091616002 0.22918774443004383 0.29670681508118335 -1229.4999999999998 0.048500000000000008 8.5000000000000018 0.18095149169442301 0.11790000000000002 109870.50000000001 1.0000000180025095e-35 -10303.999999999998 101564.50000000001 -307.99999999999994 247587.75000000003 15556.680000000002 15080.962500000003 0.056304166666666655 1.0000000180025095e-35 0.58761389844191791 -4209.4999999999991 0.55405573365221705 107236.50000000001 -12827.499999999998 1.0000000180025095e-35 -2446.4999999999995 2.5000000000000004 decision_type=10 2 2 2 2 10 10 2 8 2 10 10 2 2 2 2 10 2 10 10 2 2 8 2 10 2 2 8 2 2 left_child=16 3 -3 8 -5 6 -6 -8 10 -10 -2 12 14 -14 15 -11 18 -18 19 21 -20 22 23 24 -1 27 -27 -24 -25 -30 right_child=1 2 -4 4 5 -7 7 -9 9 11 -12 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 25 28 -26 26 -28 -29 29 -31 leaf_value=-0.055733900910043856 0.027089297710863398 0.021379834673616462 -0.048348901910179723 0.037852719072607857 0.0045093174589198167 0.037588246664105381 -0.009308175486250082 -0.057667548963515794 -0.055071642982778328 -0.03127664069027513 -0.033757450937586142 -0.047125722006590764 0.03034909657672287 -0.056120881765325328 -0.021520803186169675 0.024976235996723897 -0.0298956836097105 0.022310523491953813 0.027628330636962573 0.038545673631138581 -0.054007484378187101 8.7148788280533526e-05 0.019803585722845761 0.020657250488707479 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0.0108424 -0.0226318 0.0145181 0.0192659 -0.00063212 0.0152988 -0.00092133 -0.000761213 -0.0353653 -0.000920547 -0.00613149 0.00358079 -0.0325749 -0.0190336 -0.0403702 -0.00856369 0.00980759 -0.00603578 internal_weight=323.283 35.5802 1.80369 33.7765 7.31494 6.0401 5.0907 3.50933 26.4616 17.668 8.79361 16.7222 15.8474 1.56794 14.2794 12.6172 287.703 5.12981 282.573 281.265 1.30749 280.13 45.3935 25.8982 3.80494 19.4953 6.41736 13.078 22.0932 8.98003 internal_count=8000 920 50 870 229 205 180 149 641 405 236 359 308 53 255 219 7080 147 6933 6813 120 6803 1293 562 170 731 290 441 392 199 is_linear=0 shrinkage=0.05 Tree=447 num_leaves=31 num_cat=0 split_feature=9 150 13 61 33 77 243 12 242 32 81 31 31 11 240 35 36 61 241 33 0 12 31 12 38 17 128 9 10 31 split_gain=0.388148 0.384796 0.889669 1.05539 0.905097 0.585191 1.25302 0.525445 0.525167 0.716655 0.63784 0.498949 1.07117 1.02767 1.60442 0.834366 0.722345 0.72706 1.26781 0.568738 0.527457 1.9008 1.89825 1.38679 1.51566 1.21036 1.25147 1.13743 1.02517 2.16452 threshold=0.0013045000000000003 1.0000000180025095e-35 -4225.4999999999991 0.023250000000000003 0.12179401509664006 2.5000000000000004 0.038089539171204161 -1142.4999999999998 0.10122239382239381 0.44664389997845949 -376.49999999999994 0.69080213889459652 0.68099218150091601 -1070.4999999999998 0.10672455248095762 0.028750000000000001 0.97835000000000016 0.028550000000000002 47475.000000000007 0.054585189258552158 110815.50000000001 -1804.4999999999998 0.21830832302890071 -2387.4999999999995 0.011350000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.0050430000000000015 -16792.499999999996 0.61217125040586684 decision_type=2 2 2 8 8 8 2 2 2 10 2 10 10 8 2 8 8 8 2 8 2 2 8 2 10 2 2 2 2 8 left_child=-1 11 7 4 -4 8 -7 -3 -5 -10 -11 12 20 16 -15 -16 -13 -18 -19 -20 -2 23 -23 24 25 28 -27 -24 29 -22 right_child=1 2 3 5 -6 6 -8 -9 9 10 -12 13 -14 14 15 -17 17 18 19 -21 21 22 27 -25 -26 26 -28 -29 -30 -31 leaf_value=0.028133371174725742 -0.00093244125074435898 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0.14964810013771024 1.2289901580006699 1.2564994360436696 1.0086078270105638 0.73488351795822415 3.4208481380483144 0.95551871401949107 0.80638997611822549 1.13685365649144 2.1551596353529021 7.4745480438286895 2.1681478903956304 leaf_count=18 6224 116 5 48 148 20 33 18 39 77 26 81 37 24 35 261 88 35 1 182 12 9 11 24 72 11 48 95 106 96 internal_value=-2.52603e-05 -0.000132272 0.00892683 0.0134519 -0.0278749 0.0196851 -0.0128275 -0.0345375 0.024741 0.0153714 -0.0145168 -0.00046328 -0.000111077 -0.0119063 -0.0302878 -0.0452831 0.00321765 0.00944089 -0.0093991 -0.0408152 -0.000352143 0.00726514 -0.0242604 0.0144031 0.00733773 0.0118579 -0.0244948 -0.0448713 0.0183394 -0.00431519 internal_weight=322.029 320.81 11.3088 10.2424 1.34239 8.90005 1.19773 1.06633 7.70231 5.08399 1.43824 309.501 300.259 9.24161 4.17156 3.38091 5.07005 4.57283 2.41569 1.37864 298.315 21.1175 3.89865 17.2188 13.798 12.8424 1.94324 2.89004 10.8992 3.42465 internal_count=8000 7982 530 396 153 243 53 134 190 142 103 7452 6745 707 320 296 387 306 218 183 6708 484 115 369 345 273 59 106 214 108 is_linear=0 shrinkage=0.05 Tree=448 num_leaves=31 num_cat=0 split_feature=243 243 64 243 86 130 13 239 239 148 243 106 133 107 6 239 21 239 33 13 38 239 9 132 32 14 24 30 49 36 split_gain=0.374097 1.56948 1.88286 0.720655 0.713829 1.03727 0.518593 0.482346 1.61628 1.22603 2.3346 1.4088 1.12277 1.12275 1.05489 1.03805 2.16532 2.05999 1.71626 2.46335 1.53224 1.39622 1.44721 1.2614 1.01244 0.99867 0.947836 0.90876 1.14559 0.878779 threshold=0.028658003551990201 0.027726253651411851 0.98585000000000012 0.029235940771969404 1.0000000180025095e-35 1.0000000180025095e-35 -2230.4999999999995 0.041673363445299962 0.035702131558505761 1.0000000180025095e-35 0.056052516986221559 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 81252.000000000015 0.025363815782715401 2.5000000000000004 0.027570335242832655 0.33365234483727518 -4166.4999999999991 0.011350000000000001 0.013646499317471902 0.011679999999999953 1.0000000180025095e-35 0.40378291284944273 13.500000000000002 14.500000000000002 1.0000000180025095e-35 0.079950000000000007 0.98535000000000006 decision_type=2 2 8 2 2 2 2 8 10 2 2 10 2 10 2 10 2 8 10 2 10 10 2 2 8 10 2 2 8 10 left_child=1 2 4 6 5 -1 -2 8 12 10 11 -10 13 15 -9 18 17 -17 19 -5 -18 -20 -23 -19 -21 29 -24 28 -26 -15 right_child=3 -3 -4 7 -6 -7 -8 14 9 -11 -12 -13 -14 25 -16 16 20 23 21 24 -22 22 26 -25 27 -27 -28 -29 -30 -31 leaf_value=0.026898291376168337 -0.062584641536758107 0.042418091501675456 -0.044274508994506162 -0.057545821717996673 0.052284217074374355 -0.052857011589221882 0.0031599544444781968 -0.053900429685063249 -0.050287904427351086 0.037491429423305009 0.027511899484074422 0.030582783499409568 -0.051020730777121527 -0.058907567958263032 -0.00088777006094517834 -0.049422559170244587 -0.062833822358600841 0.024646876338537765 0.011150938620332888 0.032446965313493996 0.019570289848655095 0.0085087445700863622 -0.061492909977876091 -0.023584321711479082 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0.000717935 -0.00108514 0.00295138 -0.00908534 0.00318598 0.0081277 0.0172926 -0.0443045 -0.00794603 -0.0252279 0.0137246 0.0217288 -0.0272215 -0.0445438 0.00824336 0.0158035 -0.0433686 internal_weight=320.903 7.42463 4.8284 313.478 2.91182 1.85267 1.27664 312.202 59.2166 13.1621 7.69755 2.82893 46.0545 44.9809 252.985 41.6513 12.5254 9.28891 29.1259 18.5495 3.23651 10.5765 5.55208 7.73869 17.5114 3.32956 3.53063 7.75467 6.48878 2.47054 internal_count=8000 323 294 7677 108 101 58 7619 1176 174 136 88 1002 978 6443 866 280 185 586 256 95 330 194 137 217 112 135 141 111 97 is_linear=0 shrinkage=0.05 Tree=449 num_leaves=31 num_cat=0 split_feature=671 207 242 130 9 13 40 32 24 6 3 11 78 6 13 0 31 239 33 241 77 239 12 72 158 31 159 32 240 12 split_gain=0.376288 0.424261 1.69541 1.42567 1.49855 2.15219 2.69497 1.50801 1.40917 1.24514 1.83886 1.22324 1.1251 1.06144 1.42223 1.08824 0.993012 0.980073 0.975897 1.00518 0.8523 0.802998 0.78848 2.41934 1.99728 2.08464 1.82948 1.96419 1.80912 1.73769 threshold=10797.637500000003 1.0000000180025095e-35 0.30436666666666673 1.0000000180025095e-35 0.0073175000000000002 -4368.4999999999991 0.21120000000000003 0.29670681508118335 14.500000000000002 556139.25000000012 1.0000000180025095e-35 -921.49999999999989 1.0000000180025095e-35 280912.50000000006 -2358.4999999999995 103324.50000000001 0.40035519715091999 0.11129981379065657 0.3850607426650855 24150.000000000004 2.5000000000000004 0.013646499317471902 -2575.4999999999995 0.054950000000000006 1.0000000180025095e-35 0.46864607295139443 1.0000000180025095e-35 0.071899890026603006 0.24327555565354503 -2671.4999999999995 decision_type=10 2 2 2 2 2 8 10 2 2 2 10 10 2 2 2 8 10 8 2 8 10 2 8 2 10 2 10 2 2 left_child=1 22 3 8 11 17 18 -8 9 13 -11 16 -4 14 -3 -15 -5 -6 -7 -20 -10 -21 29 -24 26 -26 -25 -28 -29 -1 right_child=-2 2 12 4 5 6 7 -9 20 10 -12 -13 -14 15 -16 -17 -18 -19 19 21 -22 -23 23 24 25 -27 27 28 -30 -31 leaf_value=-0.00091270385077953586 0.026044262352994781 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0.44347072020173106 0.3483068943023685 0.63247362858965073 1.7891653400656649 3.5753209898903142 68.507694830572291 9.1341057819081453 3.0384915922841165 1.6448761522769952 7.1319892279570913 8.0443809890057292 2.045969429484102 leaf_count=4762 21 46 93 12 34 34 51 204 62 53 34 25 18 30 42 58 58 50 3 6 20 109 178 1242 240 83 10 126 214 82 internal_value=-2.47819e-05 -0.000137698 -0.00479882 -0.00201114 -0.0103613 -0.0177057 -0.0264788 -0.0433853 0.00885605 0.013817 -0.0146936 0.0126049 -0.0407215 0.0209772 -0.00511315 0.0293223 -0.013776 0.0187362 0.00290167 -0.0183783 -0.032753 -0.0325912 0.000577424 0.00409264 0.00557395 -0.013373 0.00827683 -0.00649813 -0.012123 -0.00145523 internal_weight=319.58 318.202 42.3257 39.2777 22.2111 16.8292 13.5638 8.6096 17.0666 15.2485 3.06081 5.38182 3.04803 12.1877 2.95359 9.23412 2.41904 3.26541 4.95424 2.58094 1.81806 2.13747 275.876 101.077 97.5015 12.1726 85.3289 16.8212 15.1764 174.799 internal_count=8000 7979 1042 931 586 491 407 255 345 263 87 95 111 176 88 88 70 84 152 118 82 115 6937 2093 1915 323 1592 350 340 4844 is_linear=0 shrinkage=0.05 Tree=450 num_leaves=31 num_cat=0 split_feature=178 30 13 686 638 37 131 241 33 8 8 7 107 243 37 0 107 14 11 7 31 625 625 37 43 13 629 240 240 33 split_gain=0.373935 0.823395 0.991758 0.408304 0.62825 0.617524 0.447261 0.633749 1.04386 0.796928 0.703319 1.10803 0.73017 0.806861 0.61707 1.03823 0.724523 0.581207 1.1127 0.980492 0.772088 0.757919 0.638955 0.856726 0.777627 1.40349 1.21051 1.17321 1.48185 0.989158 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 40873.747500000005 -15.499999999999998 0.76540000000000019 1.0000000180025095e-35 33637.500000000007 0.64219691080251862 204750.00000000003 452250.00000000006 29270.250000000004 1.0000000180025095e-35 0.067988707393840567 0.73140000000000016 100682.50000000001 1.0000000180025095e-35 20.500000000000004 -1539.4999999999998 55989.000000000007 0.45042301065183066 2942.7750000000005 11248.222500000002 0.73820000000000008 0.019550000000000001 -733.49999999999989 15336.742500000002 0.56687176697923547 0.30009380863039409 0.76428959770238081 decision_type=2 2 2 8 8 10 2 2 10 8 8 2 10 2 8 2 8 10 8 2 8 8 8 10 8 2 8 2 2 10 left_child=3 2 -2 5 -5 -1 17 -8 9 -9 12 -12 13 -11 -13 -16 -17 21 19 -19 -20 -6 23 -23 25 27 -26 28 29 -24 right_child=1 -3 -4 4 6 -7 7 8 -10 10 11 14 -14 -15 15 16 -18 18 20 -21 -22 22 24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.043431283852518238 0.01867561014630327 0.030355936993757812 -0.056271480788046058 0.037828988135971797 -0.047533670987884642 0.03573705306123879 0.049200677455444028 -0.029674566494656364 -0.051548288818843019 -0.042165280003775472 -0.057082355818034058 0.038959156604451664 0.030831597925576538 0.02197670415803207 0.048225020656218018 0.01573593598122967 -0.055887624151980501 -0.028493086901816258 -0.011431960154170299 0.041883077467906447 0.027331201135935498 0.015007785032827022 -0.0077166579264797896 -0.037643179146402896 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-0.00403768 0.0217072 -0.00403536 0.00892802 -0.00694346 -0.0291623 -0.000666851 0.0103536 -0.0148627 0.0199468 -0.00111209 -0.000968683 0.010939 -0.00144144 0.00790793 -0.00220334 0.0114496 0.0159922 -0.000420689 internal_weight=318.076 4.73762 1.8167 313.338 311.87 1.46788 310.783 14.6532 13.7643 13.0101 11.7993 4.02768 7.77158 2.03375 3.23657 2.11748 1.50952 296.13 11.4994 3.16914 8.33022 284.63 283.754 10.8354 272.918 20.5648 252.354 19.1564 16.8813 7.57853 internal_count=8000 94 74 7906 7784 122 7761 467 460 342 285 150 135 49 94 68 63 7294 272 125 147 7022 6944 281 6663 691 5972 632 499 300 is_linear=0 shrinkage=0.05 Tree=451 num_leaves=31 num_cat=0 split_feature=6 239 12 239 12 239 78 0 7 7 239 13 129 54 59 81 8 242 0 32 422 13 12 239 7 81 240 242 10 32 split_gain=0.370352 1.05664 0.652742 1.19033 0.618338 3.08194 0.513478 1.00162 1.24742 0.647949 1.93777 1.71327 1.67859 2.28703 1.34767 1.88453 2.79019 2.41439 2.06551 1.62628 1.50618 1.29215 1.35688 1.27623 1.5979 1.24977 1.68409 2.38241 2.09385 1.882 threshold=74405.250000000015 0.03914712056103941 -32.999999999999993 0.0112259153612133 -93.499999999999986 0.095194516595989806 1.0000000180025095e-35 100138.50000000001 30712.500000000004 16098.750000000002 0.027570335242832655 -366.49999999999994 1.0000000180025095e-35 0.15515000000000004 0.067150000000000015 -594.49999999999989 384750.00000000006 0.068335000000000021 101665.00000000001 0.71439530561173159 1.0000000180025095e-35 -2756.4999999999995 -5149.4999999999991 0.051046395217073104 14359.500000000002 -1030.4999999999998 0.15856511913988197 0.23448333333333332 -11451.499999999998 0.65940863198499422 decision_type=2 8 2 10 2 10 10 2 2 2 8 2 2 10 8 2 8 2 2 8 10 2 2 8 2 2 2 2 2 8 left_child=1 -1 4 -4 6 -6 7 8 -2 10 -9 12 14 -14 21 18 17 -17 -16 20 -19 22 -12 -20 -25 26 29 -28 -29 -11 right_child=2 -3 3 -5 5 -7 -8 9 -10 25 11 -13 13 -15 15 16 -18 19 23 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.044712740740791429 -0.066172475469334677 -0.025188293717429058 0.022680824876915907 -0.062222036618903735 -0.047660894761934511 0.039094224363765168 0.0055309674308190804 -0.039083761011282893 0.010009400004716231 0.014905525972175213 0.015431260273387443 -0.04832715272933133 -0.050235648189615414 0.029499376542659925 -0.055758559802471887 0.012487164418426146 0.045500238907676453 -0.050160122195858282 0.03836198041221827 0.022751128380990276 0.037369634449058053 0.03381182172125085 -0.055136131952977285 0.01180166583936525 -0.035564408632102661 0.0028706869972578465 -0.0057033176052978885 -0.057239427466616671 0.0053656391960030768 -0.044614487935604047 leaf_weight=1.5129186705453315 1.2931282003410154 0.84124449208411523 0.65905110351741214 1.1049556735670192 1.3771835427032773 3.9884044009231729 33.688041336132301 4.0136617714160812 0.91936876767431375 13.579406012377145 2.2644397720978309 1.9969065545010369 3.4581629272724959 1.2153872091148512 1.2097183473815629 3.2923483092454306 1.6151523982116494 7.7651127339922787 3.6066324408457175 1.0042624235502451 0.52468862128444005 5.6528990801889432 0.97428957383453951 12.782211050129261 2.068721834846655 155.63375044934219 41.209512232409907 4.4725626330982777 1.9041883223690081 1.4720861558525946 leaf_count=11 51 60 8 45 49 41 898 161 27 336 96 63 129 26 69 61 19 302 32 32 6 99 79 347 75 2968 1463 249 33 165 internal_value=-2.38299e-05 0.0197341 -0.00017161 -0.0305015 -6.67506e-07 0.0168268 -0.00029418 -0.00101056 -0.0345163 -0.000737737 -0.00567208 -0.00295914 -0.00104921 -0.0295 0.00206036 -0.00248776 -0.0163673 -0.0243065 0.00753454 -0.0373403 -0.0446201 0.0193845 -0.00579715 0.0116828 0.00520361 0.000470455 -0.00549331 -0.0101042 -0.0385447 0.00908427 internal_weight=317.1 2.35416 314.746 1.76401 312.982 5.36559 307.617 273.929 2.2125 271.716 53.4446 49.4309 47.434 4.67355 42.7605 33.8688 14.2016 12.5864 19.6673 9.29406 8.2898 8.89163 3.23873 18.4576 14.8509 218.272 62.6378 47.5863 6.37675 15.0515 internal_count=8000 71 7929 53 7876 90 7786 6888 78 6810 1596 1435 1372 155 1217 943 420 401 523 340 308 274 175 454 422 5214 2246 1745 282 501 is_linear=0 shrinkage=0.05 Tree=452 num_leaves=31 num_cat=0 split_feature=10 132 0 40 10 24 43 8 10 32 12 32 76 106 8 0 12 242 240 81 243 40 10 11 24 81 6 241 31 32 split_gain=0.375271 0.689694 0.583618 0.860302 0.579682 1.03592 1.46622 0.855698 0.574623 1.35306 1.50073 1.35159 1.93122 1.13373 1.12504 1.11265 2.25708 1.03152 1.10069 0.889393 1.64204 1.50283 0.799061 2.32061 1.71255 2.36315 2.21972 1.76989 1.35444 1.57115 threshold=-24357.999999999996 1.0000000180025095e-35 100138.50000000001 0.036900000000000009 -23125.999999999996 14.500000000000002 0.019250000000000003 852750.00000000012 -21535.999999999996 0.29670681508118335 -4349.9999999999991 0.61473576461066948 0.17870000000000003 1.0000000180025095e-35 452250.00000000006 102954.50000000001 -9140.9999999999982 0.13636515151515147 0.78264273359880476 -598.49999999999989 0.054465751261471455 0.13980000000000001 -19416.499999999996 -946.99999999999989 8.5000000000000018 -2013.9999999999998 521640.00000000006 208500.00000000003 0.48292600015448356 0.23764920978420853 decision_type=2 2 2 8 2 2 8 10 2 8 2 10 8 8 10 2 2 2 2 2 2 8 2 10 2 2 2 2 8 8 left_child=1 2 -1 -4 5 6 -2 -8 9 10 14 15 13 -13 -6 16 -11 18 -17 -19 21 -21 23 24 26 -26 -10 28 -27 -30 right_child=4 -3 3 -5 8 -7 7 -9 22 11 -12 12 -14 -15 -16 17 -18 19 -20 20 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=0.052584531431952533 0.030348372388297976 0.042459047777070935 0.042333345667456786 -0.054628180296850765 0.023629359222542709 0.02281814735500251 -0.050525319842131357 0.014781770993013794 -0.045554404055724744 0.037422628901478086 -0.06502008942545795 -0.031369815730580154 -0.056173004386838955 0.035881491141468297 -0.04169211085920016 -0.054163432091649512 -0.060242757838864236 0.039975432980878883 0.042002215403817295 0.033981105796417631 0.040682915510181092 -0.043437150095006434 0.0004185622147551074 0.017191642147274474 0.015609039390826876 0.025205103390547545 0.027624461033373862 0.028928944079585728 -0.010968055427657334 -0.049248738071922094 leaf_weight=0.31714159867260527 0.91093582028406572 1.4331029952736571 0.33121419287635911 0.73960143140902812 1.8917033147299664 1.367708354591741 3.2003773325195657 0.59479929508961493 1.3828601352725005 1.1555855247424918 1.2305048908165215 0.95134369486913728 1.5863788021961225 1.8363453640413352 1.0116968644433653 0.80080559468478785 1.2120354382495921 7.4156209479697281 0.47348732485988876 1.0011440301313981 2.7161381624173373 1.6766578089445827 249.87101583549793 7.0958915625160435 3.3781605924959939 0.87229946418664717 4.1343792962861698 1.161309712944784 3.6538646449334911 10.060603121310123 leaf_count=2 31 14 8 72 38 48 218 23 57 17 32 91 142 42 30 46 48 65 11 14 24 41 5911 131 127 15 54 44 58 546 internal_value=-2.54602e-05 0.0181291 -0.00699224 -0.024637 -0.000189273 -0.0154851 -0.026617 -0.0402901 0.000113771 0.00738493 -0.0187444 0.0125716 -0.0121316 0.0129309 0.000867934 0.0191397 -0.0125744 0.0244711 -0.0184313 0.028739 0.0132911 -0.014493 -0.00053068 -0.00800367 -0.0152585 -0.0223377 0.00928266 -0.0304777 -0.0352073 -0.0390498 internal_weight=315.465 2.82106 1.38796 1.07082 312.644 6.07382 4.70611 3.79518 306.57 24.9594 4.13391 20.8255 4.37407 2.78769 2.9034 16.4515 2.36762 14.0839 1.27429 12.8096 5.39394 2.6778 281.61 31.7394 24.6435 19.1262 5.51724 15.7481 14.5868 13.7145 internal_count=8000 96 82 80 7904 320 272 241 7584 641 100 541 275 133 68 266 65 201 57 144 79 55 6943 1032 901 790 111 663 619 604 is_linear=0 shrinkage=0.05 Tree=453 num_leaves=31 num_cat=0 split_feature=33 0 0 32 77 239 13 13 33 70 35 13 24 12 9 54 5 10 32 32 3 31 81 107 19 243 7 13 242 36 split_gain=0.377394 0.836517 0.872469 0.831504 1.42692 1.42729 0.760493 0.745899 1.08701 0.92497 1.07845 0.81963 1.89698 1.10241 1.05291 1.08378 1.56516 1.10472 1.04161 1.03598 1.08588 1.72687 1.11777 1.07223 1.57762 1.35469 1.08701 0.922909 0.837099 1.12036 threshold=0.32885910741650776 110641.50000000001 110394.50000000001 0.26535864083007171 4.5000000000000009 0.03914712056103941 -3628.4999999999995 -446.49999999999994 0.19238191506527844 0.19790000000000005 0.040950000000000007 -1003.4999999999999 14.500000000000002 -4048.4999999999995 0.031042000000000004 0.12065000000000002 120588.75000000001 -9291.9999999999982 0.23201091826774928 0.28040301978419258 1.0000000180025095e-35 0.86761551163792494 -625.49999999999989 1.5000000000000002 1.0000000180025095e-35 0.048877939835330654 21874.500000000004 -4442.4999999999991 0.24814246031746026 0.98585000000000012 decision_type=8 2 2 8 10 8 2 2 10 8 10 2 2 2 2 8 2 2 8 10 2 8 2 10 2 2 2 2 2 10 left_child=1 2 7 -3 5 -5 -7 9 -9 10 -1 14 13 -13 15 16 -11 18 -17 -20 23 22 -22 25 28 26 -21 -23 29 -25 right_child=-2 3 -4 4 -6 6 -8 8 -10 11 -12 12 -14 -15 -16 17 -18 -19 19 20 21 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.032225967789984745 -0.0010246163422825362 0.043796758313576455 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0.86817686795257243 2.6041451640776359 0.68022970040328834 2.8865998060209686 5.5958438594243471 2.26027974061435 7.444418165658135 1.2854521429399026 2.0825256104581067 2.488509414717555 1.653283607214689 leaf_count=60 6746 16 34 21 10 30 33 34 34 27 56 28 30 49 129 73 73 39 23 9 51 13 27 99 53 69 40 56 25 13 internal_value=-2.59422e-05 0.00298206 0.00117978 0.0178045 0.00838083 -0.00686298 0.00663961 0.00197604 0.0193956 0.000411209 0.0179932 -0.00168408 -0.0197909 -0.0385984 0.000333629 0.00241549 -0.0220795 0.00478955 0.00675322 0.00258237 0.00478999 -0.0106362 0.00558694 0.0106855 0.000720799 0.0231419 -0.0117825 -0.0428784 0.00945599 0.000866679 internal_weight=314.075 78.284 69.7973 8.48672 6.22852 4.43082 3.61288 68.4093 5.63879 62.7705 6.68395 56.0866 5.62331 3.96169 50.4633 46.592 4.11671 42.4753 40.0974 31.6258 29.8495 8.2535 5.49074 21.596 11.9979 9.59805 2.15363 2.76276 9.73764 7.24913 internal_count=8000 1254 1144 110 94 84 63 1110 68 1042 116 926 107 77 819 690 100 590 551 478 455 147 78 308 190 118 49 69 137 112 is_linear=0 shrinkage=0.05 Tree=454 num_leaves=31 num_cat=0 split_feature=135 73 76 31 31 32 32 107 9 32 243 141 32 240 50 4 81 11 0 0 169 7 11 204 9 81 81 242 14 38 split_gain=0.378725 0.675134 0.933138 0.669458 1.29869 0.901825 1.14707 2.48966 1.39458 1.26901 1.20826 0.985603 1.00874 1.26456 1.11392 0.759005 0.837355 0.629882 0.582453 1.40011 1.32372 1.31136 1.83132 1.86962 2.38942 1.72137 3.01534 2.47111 2.27902 1.59647 threshold=1.0000000180025095e-35 0.011850000000000001 0.012750000000000003 0.20024914172550759 0.26037186615739477 0.093418472625969654 0.4077849305135694 1.5000000000000002 0.0064670000000000014 0.45817966136926785 0.060429285714285706 1.0000000180025095e-35 0.58254936206073116 0.20740264581634307 0.98185000000000011 1.0000000180025095e-35 -521.49999999999989 -981.49999999999989 104195.50000000001 104346.00000000001 1.0000000180025095e-35 28127.250000000004 -741.49999999999989 1.0000000180025095e-35 0.034176500000000005 -944.49999999999989 -594.49999999999989 0.19077500000000003 13.500000000000002 0.011350000000000001 decision_type=2 8 8 8 8 8 10 10 2 8 2 2 8 2 10 2 2 8 2 2 2 2 10 2 2 2 2 2 10 8 left_child=1 -1 -3 -4 -5 -6 7 8 -7 -8 -9 12 14 -14 -11 16 17 -15 20 -20 -2 25 -23 24 -24 27 -27 28 -21 -28 right_child=18 2 3 4 5 6 9 10 -10 11 -12 -13 13 15 -16 -17 -18 -19 19 21 -22 22 23 -25 -26 26 29 -29 -30 -31 leaf_value=-0.052405732431033185 0.0028579498019552872 0.048743403704604477 0.024069411861379508 -0.043501717095325625 0.029178689170196698 0.0111443420047934 0.032684830098491734 0.028547857261012097 -0.058734976652472765 -0.054142298468054288 -0.032914270536856062 0.047016485236196524 -0.052498285395751298 -0.033918268970203176 0.015074409836148987 0.02909016588002274 -0.05400052866674674 0.02716398174494979 -0.045546325530146613 -0.0039173829882415004 -0.054869027379123858 0.0074350405619431521 -0.029445330596632114 0.052599175602943499 0.02288869571307673 0.015924740807301448 0.021180098573288481 -0.044976185911861997 -0.061294077597105812 -0.0098484904240245252 leaf_weight=0.5035779988829735 104.59048899669142 1.2249848260253191 3.7517598395934355 1.5114667858870259 3.1665853927843299 0.9303161192219721 4.1003687102056547 3.1010098589176778 3.0703771598418825 1.7679540031240297 1.0774534128140656 1.0041931325104094 0.84017038845922876 0.59298989742819685 0.86597612968034798 3.3092117057385622 0.69274583838705028 1.4641516151259613 1.8598007558175584 21.49848963635305 1.0025858261069505 55.572748843847876 10.027660087609542 1.0098762467969216 2.7872819112890292 18.671541464071197 4.5140774342289651 5.8081669620587482 1.8822021095802473 50.771780580522318 leaf_count=46 2500 14 52 62 29 17 51 51 94 99 27 9 85 63 32 88 55 48 84 722 69 1452 274 5 69 334 109 266 102 1092 internal_value=-2.40493e-05 0.00504424 0.00593519 0.00425695 0.00155349 0.00417436 0.0007042 -0.0142933 -0.0424853 0.00908437 0.0126993 -9.9172e-05 -0.00506217 0.00498725 -0.0313854 0.0129583 -0.00645468 0.00955646 -0.000620943 -0.00239539 0.00230984 -0.00193028 0.00338389 -0.0129008 -0.0180625 -0.0055057 -0.00144782 -0.0157874 -0.00853635 -0.00731501 internal_weight=312.972 32.9753 32.4717 31.2467 27.495 25.9835 22.8169 8.17916 4.00069 14.6378 4.17846 10.5374 9.5332 6.89927 2.63393 6.0591 2.74989 2.05714 279.997 174.404 105.593 172.544 69.3976 13.8248 12.8149 103.146 73.9574 29.1889 23.3807 55.2859 internal_count=8000 922 876 862 810 748 719 189 111 530 78 479 470 339 131 254 166 111 7078 4509 2569 4425 1800 348 343 2625 1535 1090 824 1201 is_linear=0 shrinkage=0.05 Tree=455 num_leaves=31 num_cat=0 split_feature=10 9 243 10 24 43 8 10 32 12 32 76 24 0 12 106 12 242 240 107 81 243 40 7 239 164 9 105 78 54 split_gain=0.365404 0.637878 0.785261 0.531367 0.957502 1.35553 0.813046 0.522402 1.2863 1.39792 1.23674 1.81927 1.03725 1.03348 2.12059 1.03078 1.01043 0.94482 1.0257 0.88598 0.822521 1.51355 1.38474 0.641918 1.49564 1.28387 2.04564 1.28964 1.27664 1.56277 threshold=-24357.999999999996 0.014870499999999951 0.064359448593918012 -23125.999999999996 14.500000000000002 0.019250000000000003 852750.00000000012 -21535.999999999996 0.29670681508118335 -4349.9999999999991 0.61473576461066948 0.17870000000000003 7.5000000000000009 102954.50000000001 -9140.9999999999982 1.0000000180025095e-35 -12376.499999999998 0.13636515151515147 0.78264273359880476 2.5000000000000004 -598.49999999999989 0.054465751261471455 0.13980000000000001 13511.250000000002 0.0112259153612133 1.0000000180025095e-35 0.018975500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.12065000000000002 decision_type=2 2 2 2 2 8 10 2 8 2 10 8 2 2 2 8 2 2 2 10 2 2 8 2 10 2 2 10 10 10 left_child=1 -1 -3 4 5 -2 -7 8 9 12 13 15 -5 14 -10 -12 -9 18 -15 -14 -19 22 -22 24 -18 27 -27 28 29 -26 right_child=3 2 -4 7 -6 6 -8 16 10 -11 11 -13 19 17 -16 -17 23 20 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.037740359346174167 0.029242552358730623 0.030557500379130478 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0.45564096105954377 0.62666166719282046 0.97995893191546235 2.6435662395670079 1.6338793630711732 241.76075421526002 14.223302770758901 5.1777076962462152 1.8600056207214946 1.8600820582578297 4.8793094627244491 5.1718996970303115 leaf_count=37 31 11 48 16 48 218 23 112 17 32 91 142 39 46 48 42 144 65 11 13 14 24 41 5650 498 86 86 105 96 166 internal_value=-2.45285e-05 0.0182306 -0.01185 -0.000185173 -0.0150396 -0.0260058 -0.0394744 0.000104443 0.00714928 -0.0186789 0.0122917 -0.0117409 0.000378719 0.0186634 -0.0124495 0.0125888 -0.000507629 0.0238666 -0.0182438 -0.0264412 0.0279689 0.0129327 -0.014047 -0.000335728 -0.00656438 -0.0035873 0.0153682 -0.00869176 -0.00561717 -0.0113684 internal_weight=311.503 2.71731 1.06904 308.786 5.90526 4.55417 3.66155 302.881 24.2115 4.02012 20.1913 4.23141 2.83549 15.9599 2.28666 2.7287 278.669 13.6733 1.21378 1.58714 12.4595 5.2574 2.61384 277.764 36.0032 33.1723 7.03771 26.1346 24.2745 19.3952 internal_count=8000 96 59 7904 320 272 241 7584 641 100 541 275 68 266 65 133 6943 201 57 52 144 79 55 6831 1181 1037 172 865 760 664 is_linear=0 shrinkage=0.05 Tree=456 num_leaves=31 num_cat=0 split_feature=33 243 13 13 32 13 106 64 24 11 242 9 24 239 242 22 239 193 85 36 12 243 0 11 8 6 158 13 40 10 split_gain=0.362827 0.792121 0.784566 0.802936 1.12321 1.09497 2.7925 2.23204 1.50027 1.05744 0.979386 0.97466 0.948455 2.15015 1.2456 1.12906 1.07376 1.31729 1.31588 1.14395 1.06528 1.06128 1.41179 1.32626 1.39795 3.0833 2.2096 4.51528 1.79563 1.70627 threshold=0.32885910741650776 0.079778170966896808 -5278.4999999999991 -4843.4999999999991 0.28596708180499503 -4586.4999999999991 1.5000000000000002 0.98685000000000012 8.5000000000000018 -2231.4999999999995 0.23072857142857142 0.0073175000000000002 5.5000000000000009 0.053840708593503407 0.18733550724637679 2.5000000000000004 0.28750629053976978 1.0000000180025095e-35 1.0000000180025095e-35 0.98685000000000012 -10135.499999999998 0.028658003551990201 103460.50000000001 -3881.4999999999995 609750.00000000012 735291.00000000012 1.0000000180025095e-35 -2257.4999999999995 0.071400000000000019 -9291.9999999999982 decision_type=8 2 2 2 8 2 8 10 2 10 2 2 2 10 2 2 10 2 2 10 2 2 2 8 8 2 2 2 8 2 left_child=1 -1 -2 4 -4 6 7 -5 -9 -8 -6 -12 13 -7 15 -15 17 18 21 20 -18 22 -14 -23 26 29 -25 28 -28 -26 right_child=2 -3 3 5 10 12 9 8 -10 -11 11 -13 16 14 -16 -17 19 -19 -20 -21 -22 23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.0037889796791321993 -0.052473797173433256 -0.028274480944325012 -0.032815230545372685 -0.055314900079029283 0.026070013504533075 0.036340235381114888 0.028693645775918316 0.055625965179230519 -0.05346604112321629 -0.027120297267599881 0.027955927015509158 -0.054572140603624565 -0.054009618403677843 -0.03563454914274175 -0.060318445867638064 0.03808085577164725 -0.053604194765052918 -0.047826640926080501 -0.058807542436374996 -0.053166719135225832 0.016093273233995464 -0.036143771265067279 0.02882063138359019 0.0032255366337449738 -0.05734709838622979 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0.0159782 -0.0162103 0.00600592 -0.00136348 -0.0024384 -0.00205159 0.010875 0.0135856 -0.00173996 0.0200407 -0.00239849 -0.00185126 -0.00943769 0.000756069 -0.0162557 -0.0474835 -0.0460193 internal_weight=310.249 76.6116 233.638 232.9 10.2333 222.666 10.4105 6.11268 1.37788 4.29783 9.04348 1.4559 212.256 8.20138 3.17783 2.11337 204.055 187.579 185.994 16.4752 15.8062 184.979 5.42864 179.55 176.685 45.1919 131.493 16.6683 6.83136 5.10892 internal_count=8000 1254 6746 6633 362 6271 525 442 57 83 301 91 5746 128 82 51 5618 4910 4810 708 598 4736 196 4540 4329 1454 2875 466 286 252 is_linear=0 shrinkage=0.05 Tree=457 num_leaves=31 num_cat=0 split_feature=9 9 32 10 86 32 24 126 81 32 31 239 33 33 12 33 31 0 9 57 32 24 17 83 107 11 6 613 239 33 split_gain=0.35846 0.405143 2.32407 2.00733 1.76633 1.57889 1.81805 1.43333 1.40833 1.92822 2.51689 2.72594 2.87899 1.96916 1.89675 1.68682 1.49235 1.42021 1.41594 2.00303 1.38814 1.71132 2.99363 2.20276 1.90932 2.59459 1.71416 2.08384 1.70605 2.45285 threshold=0.0013750000000000001 0.010599500000000001 0.65658397972684035 -19533.999999999996 1.0000000180025095e-35 0.49204275546552589 5.5000000000000009 1.0000000180025095e-35 -2395.4999999999995 0.29270251065408076 0.66551777588058936 0.040803310135746361 0.78687140619464213 0.43561987392395524 -790.99999999999989 0.34823673913772318 0.35790562454340441 102353.50000000001 0.0098314999999999514 0.018850000000000002 0.51361382126781552 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 -921.49999999999989 1313055.0000000002 2.5000000000000004 0.040185938992597904 0.31937944545855451 decision_type=2 2 10 2 2 10 2 2 2 8 8 8 10 10 2 8 10 2 2 10 10 2 2 2 8 10 2 10 8 8 left_child=-1 2 4 -4 8 6 -6 20 -2 14 17 13 15 -12 16 -13 18 -11 -10 -20 -3 22 23 26 28 -26 27 -22 -25 -30 right_child=1 7 3 -5 5 -7 -8 -9 9 10 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.025301879998851418 0.025363436287844265 0.005051442579487809 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1.2106361539335919 6.9846375845554558 33.173021710114881 7.1721690716803996 5.4020178517530466 17.053387227962961 2.4649864447128484 0.96051129593979556 0.92662453454977356 4.4340558552066769 8.3017747319790942 leaf_count=25 70 2101 137 390 6 75 81 182 228 72 55 117 29 66 44 560 54 326 38 21 473 1205 391 116 419 83 23 30 76 507 internal_value=-2.69844e-05 -0.00014164 -0.0029928 0.0151038 -0.00661481 0.0152437 -0.0105276 0.00101479 -0.00934997 -0.010895 -0.0179304 -0.0278916 -0.037364 0.00228778 7.22275e-06 -0.0431283 0.0046113 -0.00139368 0.00835706 -0.024248 0.00169276 -0.00316759 -0.00868324 -0.00404824 0.00123235 0.0120857 -0.0264617 -0.0341198 -0.010447 -0.0204341 internal_weight=308.58 307.19 88.6427 14.7829 73.8598 8.21426 3.44828 218.547 65.6455 62.8482 38.1983 23.8387 18.1438 5.69486 24.6499 16.7415 22.2033 14.3596 20.4922 2.86436 212.587 86.8732 53.7002 46.528 37.6562 19.5184 8.87177 7.91126 18.1378 12.7358 internal_count=8000 7975 2369 527 1842 162 87 5606 1680 1610 1225 827 706 121 385 677 341 398 287 59 5424 3323 2118 1727 1201 502 526 503 699 583 is_linear=0 shrinkage=0.05 Tree=458 num_leaves=31 num_cat=0 split_feature=150 49 77 239 33 32 12 13 77 239 11 79 7 243 33 13 24 40 32 81 58 59 130 29 243 8 7 243 107 11 split_gain=0.370681 0.857886 0.74596 0.811821 1.38588 0.54546 0.596807 0.484921 0.481818 0.444352 1.13469 0.930733 0.87257 1.0798 1.33426 1.02251 1.65318 2.1426 1.82503 1.85986 1.69155 1.2995 1.28065 1.24111 1.06238 0.972681 0.970722 0.91784 0.899346 0.880022 threshold=1.0000000180025095e-35 0.10985000000000002 3.5000000000000004 0.16438393897101314 0.23466284194682538 0.44664389997845949 -2861.4999999999995 -3784.9999999999995 9.5000000000000018 0.19739043627268146 -3218.9999999999995 10.500000000000002 55989.000000000007 0.061348164956590311 0.43561987392395524 -3975.4999999999995 15.500000000000002 0.18675000000000003 0.63812141500205222 -1111.9999999999998 0.073000000000000009 0.064350000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.026477942135289253 456750.00000000006 28336.500000000004 0.042269683159237258 3.5000000000000004 -2178.9999999999995 decision_type=2 8 10 8 10 10 2 2 10 10 8 10 2 2 8 2 2 8 8 2 8 8 2 2 2 10 2 2 8 8 left_child=9 8 3 5 -5 -3 -7 -4 -2 10 -1 -12 13 15 -15 21 17 20 22 -20 24 -11 23 -19 -17 28 -21 -23 -18 -24 right_child=1 2 7 4 -6 6 -8 -9 -10 12 11 -13 -14 14 -16 16 25 18 19 26 -22 27 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.052935731240267236 -0.042808248720666672 0.036512342920504946 0.024029860310049778 0.020146600434666768 -0.058535998500314906 0.019013617186565544 -0.052576886213396616 -0.063860075343855377 0.051273932134677916 -0.051767749874662872 -0.00077447036955885203 -0.043672664992624725 0.033519214547996355 0.0056791332688215538 -0.040771204953907077 0.052518861286647678 -0.056845672492949056 -0.038733366649353347 -0.053986482695585841 -0.025502574543332726 0.027346468989794356 -0.003449772289048659 -0.053575509174858829 0.024210392715249017 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0.00402616 0.00249441 -0.016933 0.00552151 -0.000584439 -0.00713791 -0.0193694 0.00720462 0.0148267 0.0160629 -0.0327763 -0.00736188 -0.0325371 0.0244929 0.0248988 0.0193509 -0.0163075 -0.0475762 internal_weight=306.582 10.7881 9.58018 8.86708 2.52533 6.34174 1.71499 0.713103 1.20793 295.794 247.506 246.45 48.2872 45.9032 6.18823 39.715 25.1483 19.9379 12.8064 4.29439 7.13152 14.5667 8.51197 3.13263 1.49098 5.21038 3.33115 13.8933 1.14091 5.37935 internal_count=8000 533 350 301 146 155 116 49 183 7467 5751 5626 1716 1643 336 1307 802 663 427 152 236 505 275 77 97 139 80 396 46 198 is_linear=0 shrinkage=0.05 Tree=459 num_leaves=31 num_cat=0 split_feature=73 34 103 31 7 46 242 13 9 0 11 32 38 32 241 14 241 356 149 33 81 57 118 59 613 72 62 34 63 8 split_gain=0.353523 0.721564 0.382251 0.41406 0.796506 1.57419 0.828939 2.17354 0.923354 0.757199 0.566918 1.0517 0.885804 1.03115 0.971632 0.683752 0.560532 0.536478 0.521338 1.20997 0.62997 1.11889 0.854134 1.62393 0.919271 0.73231 0.787431 1.54539 0.990725 1.03348 threshold=0.0020500000000000002 0.0079500000000000022 1.0000000180025095e-35 0.20024914172550759 15133.500000000002 1.0000000180025095e-35 0.20424500000000004 -1515.9999999999998 0.018825500000000002 101758.00000000001 -178.49999999999997 0.25477864079138984 0.012950000000000001 0.71282218250275997 31770.000000000004 10.500000000000002 132525.00000000003 18735.750000000004 1.0000000180025095e-35 0.27716319182680405 -2495.4999999999995 0.05075000000000001 1.0000000180025095e-35 0.16725000000000004 5.5000000000000009 0.0098500000000000029 0.021350000000000004 0.0292 0.0086500000000000014 461139.75000000006 decision_type=8 8 10 8 2 8 2 2 2 2 10 8 8 10 2 10 2 8 2 10 2 10 2 8 10 8 8 8 8 10 left_child=-1 -2 3 4 5 -3 9 8 -8 -6 17 -12 -13 14 -14 -16 -11 -5 20 -20 21 22 23 -19 -25 -22 28 -28 -27 -30 right_child=1 2 -4 10 6 -7 7 -9 -10 16 11 12 13 -15 15 -17 -18 18 19 -21 25 -23 -24 24 -26 26 27 -29 29 -31 leaf_value=0.029918181217373902 -0.042451819951509151 0.029552653156594923 0.020149531886710093 0.025262919360734982 -0.012120535617953251 -0.048978018974934943 -0.062976042520198477 0.031323213887375377 -0.009316605503648101 0.032732029936529509 0.033877795520816503 0.032841527726461352 0.031407470198233138 0.034620161811840813 -0.054627941652377776 0.00030635689284280222 0.0026411485685203118 0.032965492499229566 0.034181579888967195 -0.016564658717776695 -0.0541107817290295 -0.053451968594982163 0.042101945970822639 -0.040713138543158091 0.038451461878335438 -0.019160758494337279 -0.0465292853046681 -0.0019946280513484143 0.030352486976814492 -0.013717366189053143 leaf_weight=0.98230149990922555 1.0036075155512652 1.0491526406258374 2.3389134359749724 1.9267162318865303 1.5645567401661562 1.6289459706749765 1.2959180094767364 2.5456564258784047 2.1022347542457283 6.6087715600151551 3.3586981319240268 1.4119308166118578 0.60883342055603895 0.89950423064874474 1.9238543186511381 0.80280457112530701 2.0208963620243594 2.5778382588032391 3.0783584327436975 1.8994428970618171 0.67085619653516815 0.59607386426068831 2.4163162820359503 1.8336231120865707 0.45838148368056852 1.9926015836244886 1.9634971931154712 246.20537367333964 5.9107913748375731 1.7167063631350172 leaf_count=23 77 13 41 38 25 52 24 20 29 59 33 29 12 21 110 23 25 96 24 34 56 72 71 144 13 100 100 6475 97 64 internal_value=-2.90689e-05 -0.000125706 1.43004e-05 -0.000142124 0.0070395 -0.0182134 0.0112302 -0.00361037 -0.0297801 0.0198831 -0.000620882 0.0117224 -0.0014552 -0.0128896 -0.0257019 -0.0384537 0.0256853 -0.00102769 -0.00121439 0.0148177 -0.00151402 0.0124106 0.0177987 0.00573994 -0.0248809 -0.00193868 -0.00180291 -0.00234698 0.0122326 0.0204338 internal_weight=305.393 304.411 303.407 301.068 18.8161 2.6781 16.138 5.94381 3.39815 10.1942 282.252 9.00563 5.64693 4.235 3.33549 2.72666 8.62967 273.247 271.32 4.9778 266.342 7.88223 7.28616 4.86984 2.292 258.46 257.789 248.169 9.6201 7.6275 internal_count=8000 7977 7900 7859 247 65 182 73 53 109 7612 228 195 166 145 133 84 7384 7346 58 7288 396 324 253 157 6892 6836 6575 261 161 is_linear=0 shrinkage=0.05 Tree=460 num_leaves=31 num_cat=0 split_feature=78 241 241 103 7 7 240 33 13 242 242 243 24 106 118 241 241 31 39 242 0 33 33 240 8 63 74 107 81 61 split_gain=0.355691 0.510673 0.76482 1.11573 0.87712 1.17573 0.627322 0.605701 0.941758 1.0348 1.08499 0.7915 0.66014 0.820158 1.45258 0.596275 0.585146 0.583644 0.711355 0.54844 0.501545 0.562912 0.907372 1.18279 0.898189 0.826629 0.550681 0.877656 0.917269 0.838659 threshold=1.0000000180025095e-35 156662.25000000003 74625.000000000015 1.0000000180025095e-35 24237.000000000004 31632.750000000004 0.39984545284979622 0.32885910741650776 -4261.4999999999991 0.21712916666666668 0.13883095238095239 0.029339801091616002 14.500000000000002 2.5000000000000004 1.0000000180025095e-35 106125.00000000001 37181.250000000007 0.40035519715091999 1.0000000180025095e-35 0.078775000000000012 100048.00000000001 0.11392442368259932 0.1041218374382596 0.20740264581634307 245250.00000000003 0.11325 0.010650000000000001 1.0000000180025095e-35 -1348.9999999999998 0.015750000000000004 decision_type=10 2 2 8 2 2 2 10 2 2 2 2 2 8 2 2 2 8 8 2 2 8 10 2 10 8 10 8 2 10 left_child=20 2 7 4 -4 15 -5 12 -9 10 19 -11 13 16 -15 -6 -2 -18 -19 -10 -1 22 23 -22 -25 -26 -23 -28 -29 -30 right_child=1 -3 3 6 5 -7 -8 8 9 11 -12 -13 -14 14 -16 -17 17 18 -20 -21 21 26 -24 24 25 -27 27 28 29 -31 leaf_value=-0.040299648137202181 -0.011457199999008388 0.019016413518602011 -0.049591465436953107 -0.011542990069087244 -0.016991714292776555 -0.039693086662740268 0.038389706665499526 -0.052160839117518044 0.019610952634864516 0.037527599879990964 0.027776262975572293 -0.055128591458698487 0.032951706492240378 -0.049824133938443038 0.02505777863194851 0.033437318106728585 0.0489893772200478 0.03747115553881563 -0.0081260379265761483 -0.054464235000077223 -0.044805542753520403 -0.0014525710578212263 0.036892152889643461 -0.019252919659672442 -0.010542148803718697 0.026574849684800714 -0.033830131517911734 -0.051645879990495663 -0.022521893878275447 0.029679153437428604 leaf_weight=0.79440459696343069 1.4417327358387453 5.3336552055261555 1.9312856925971544 1.0824504042975616 0.96804620228067539 1.7961930716337517 1.5015932542737571 0.8927566205975398 0.38094643724616328 0.29328329005511466 3.5177076543914154 1.0764123191474935 3.416744196554645 1.4522973830462442 1.1688608778640628 1.4859395099338142 1.6580808218568561 1.586077223706525 1.856634253868833 0.72624005586840212 1.1448111757636059 248.47034871610413 2.4592022160068145 2.2121062579099071 2.0316990707069635 5.7323937129694968 0.92657475532905564 0.4436899950596852 0.88958875733078446 5.6962206165917451 leaf_count=29 22 118 101 27 34 111 18 96 14 7 72 68 40 45 13 21 16 19 38 40 23 6572 19 38 32 44 72 80 53 118 internal_value=-2.75063e-05 0.00482735 0.00214684 -0.0101173 -0.021651 -0.00895477 0.017473 0.00766887 -0.00425076 0.00288435 0.0141896 -0.0352888 0.0141945 0.00720068 -0.0164318 0.0135441 0.0166687 0.0246184 0.0128809 -0.0289774 -0.000629286 -0.000512569 0.00940787 0.00333024 0.00885403 0.0168621 -0.00103795 0.0119108 0.01794 0.022628 internal_weight=304.368 33.5669 28.2333 8.76551 6.18146 4.25018 2.58404 19.4678 6.88735 5.99459 4.62489 1.3697 12.5804 9.16368 2.62116 2.45399 6.54253 5.10079 3.44271 1.10719 270.801 270.007 13.5802 11.121 9.9762 7.76409 256.426 7.95607 7.0295 6.58581 internal_count=8000 920 802 312 267 166 45 490 297 201 126 75 193 153 58 55 95 73 57 54 7080 7051 156 137 114 76 6895 323 251 171 is_linear=0 shrinkage=0.05 Tree=461 num_leaves=31 num_cat=0 split_feature=241 167 241 12 73 81 31 10 5 624 148 0 37 129 243 108 9 243 12 43 77 5 29 31 33 243 12 32 12 33 split_gain=0.358566 1.07525 0.993951 2.1533 1.62343 1.38893 1.83512 1.23351 1.2071 1.17862 1.41674 1.67831 1.57693 1.0952 1.06705 1.04753 1.43254 1.12511 1.60491 1.29756 1.08863 2.07715 0.983956 0.9594 0.763514 0.809164 0.744581 0.714616 0.699542 2.0101 threshold=43762.500000000007 1.0000000180025095e-35 36342.000000000007 -560.99999999999989 0.06455000000000001 -425.49999999999994 0.21830832302890071 -13222.499999999998 106875.00000000001 8805.5775000000012 1.0000000180025095e-35 100324.00000000001 0.77900000000000003 1.0000000180025095e-35 0.068478571428571416 1.0000000180025095e-35 0.019967499999999954 0.039779523114913957 -2132.4999999999995 0.034950000000000009 1.0000000180025095e-35 97875.000000000015 1.0000000180025095e-35 0.3050090923128978 0.60152194077739651 0.051462990977905805 -1272.9999999999998 0.17896658583416714 -560.99999999999989 0.54512896910958875 decision_type=2 2 2 2 8 2 10 2 2 10 2 2 10 2 2 2 2 2 2 8 10 2 2 8 8 2 2 8 2 8 left_child=1 2 3 5 23 15 8 9 13 10 11 -6 -13 27 24 -1 17 22 19 -19 21 -18 -17 -4 25 -9 -20 -7 -2 -30 right_child=28 -3 4 -5 7 6 -8 14 -10 -11 -12 12 -14 -15 -16 16 20 18 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.029008746640024386 -0.0018310426334242789 0.051022001877776404 0.027347502495841659 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7.0534583688422572 1.8945478039095176 1.7894578192353947 1.9573211888637159 5.8070375216775583 2.458956935122842 1.5133572231279693 6.5394158379058354 15.226534982051819 9.251561008000861 leaf_count=75 6011 8 12 81 6 21 104 41 44 7 37 138 11 33 38 68 70 15 28 143 110 35 22 77 50 17 32 129 247 290 internal_value=-2.59391e-05 0.00328746 0.00241217 -0.00220117 0.0109376 0.000697186 -0.0123805 0.0158532 -0.00392448 -0.00104927 -0.00962079 -0.0271993 -0.0413493 0.00432555 0.0251637 0.00758822 0.00274324 -0.0103884 -0.0210054 -0.0417803 0.0159958 -0.00824695 0.0152415 -0.0262813 0.0310348 0.0168266 0.00541808 0.0115527 -0.000917598 0.00709057 internal_weight=303.415 64.3374 63.1789 40.9953 22.1836 38.5305 13.2965 19.5955 11.014 6.96006 5.93079 3.90846 3.29408 8.82242 12.6355 25.2339 20.5792 10.3368 7.30907 4.09189 10.2425 3.18899 3.02773 2.58804 10.862 5.05499 3.21717 7.55148 239.077 24.4781 internal_count=8000 1452 1444 1010 434 929 331 345 227 199 192 155 149 183 146 598 523 308 218 158 215 105 90 89 108 58 60 150 6548 537 is_linear=0 shrinkage=0.05 Tree=462 num_leaves=31 num_cat=0 split_feature=178 7 8 33 107 686 638 676 131 81 13 81 40 81 81 242 7 14 11 7 31 627 47 633 241 104 77 241 32 10 split_gain=0.366058 0.776147 1.30456 0.669375 1.02362 0.400216 0.593066 0.56483 0.403875 0.575683 0.880107 0.585699 1.14633 0.728234 1.4387 0.734743 0.727383 0.546726 0.961065 0.901209 0.707301 0.646405 0.885777 0.772033 0.662668 1.12145 0.667087 1.66116 1.87683 1.99412 threshold=1.0000000180025095e-35 17068.500000000004 447750.00000000006 0.33365234483727518 2.5000000000000004 40873.747500000005 -15.499999999999998 211.72500000000002 1.0000000180025095e-35 -1555.4999999999998 -4442.4999999999991 -6.4999999999999991 0.071400000000000019 -364.49999999999994 -567.49999999999989 0.17081176470588239 21390.750000000004 20.500000000000004 -1539.4999999999998 55989.000000000007 0.45042301065183066 2798.3925000000004 0.012050000000000002 -2120.9999999999995 19947.937500000004 1.0000000180025095e-35 2.5000000000000004 73233.000000000015 0.20152738145160179 -20452.999999999996 decision_type=2 2 10 8 10 8 8 8 2 2 2 2 8 2 2 2 2 10 8 2 8 8 10 8 2 8 10 2 10 2 left_child=5 -2 -3 -4 -5 7 -7 -1 17 10 -10 13 -13 14 15 16 -11 21 19 -19 -20 22 -8 -23 25 -25 -26 -28 -29 -30 right_child=1 2 3 4 -6 6 8 -9 9 11 -12 12 -14 -15 -16 -17 -18 18 20 -21 -22 23 -24 24 26 -27 27 28 29 -31 leaf_value=0.0099082293522677056 0.047678413712971525 -0.061248164201194166 0.037840668803818304 -0.063008140907295104 0.037642735169189145 0.037633521327935737 -0.054699526849169545 -0.054731046825652899 0.030582666984195123 0.0095376246646188458 -0.052851391512601945 0.029993144777454208 -0.054971648785608777 0.031656044693776086 -0.057762592105431193 0.027115282924821446 -0.056275541780001909 -0.027300401404257477 -0.01120178379289608 0.041756290635873342 0.026849706209466747 0.024118773173315209 0.034276060683222052 -0.04514725522872285 -0.0022604170422697951 0.010969993363604651 0.010133701504780612 -0.05269820698595782 0.023966002750845275 -0.012170037512303777 leaf_weight=0.59037809599885804 1.2465422602836032 0.66386708011850748 1.565289478749037 0.52248212985432452 0.48904912261059508 1.0369509259980985 1.1698264916431069 0.79045037149899144 0.49541340947689605 1.3669918900268356 0.87313468262436689 0.72288443241268274 0.88055356827680964 4.3053705490965521 0.79753126433934074 3.6953274051338667 0.60592809053196095 2.4079400752634688 1.5120903677016011 0.58777120208833356 6.3490612231253181 3.0458588244364364 0.3676224549562902 2.1820217760978262 203.32892296756381 1.5038798777386544 37.493973636999726 2.0582521678879884 5.2142037849189409 14.255309908963678 leaf_count=40 11 22 14 37 10 23 96 82 21 54 104 13 58 72 37 71 37 119 35 6 112 82 14 99 5311 22 754 52 136 456 internal_value=-2.48286e-05 0.0141496 0.00125266 0.0173548 -0.0143461 -0.000238525 -0.000113352 -0.0270943 -0.000245937 0.00812355 -0.0226483 0.0115267 -0.0166666 0.0157237 0.00511482 0.0139618 -0.0106751 -0.000654578 0.0103472 -0.0137512 0.0195305 -0.00109595 -0.0334244 -0.000911238 -0.00119781 -0.0222509 -0.00090202 0.00377763 -0.00729245 -0.00249231 internal_weight=302.125 4.48723 3.24069 2.57682 1.01153 297.638 296.257 1.38083 295.22 13.7431 1.36855 12.3746 1.60344 10.7711 6.46578 5.66825 1.97292 281.477 10.8569 2.99571 7.86115 270.62 1.53745 269.082 266.037 3.6859 262.351 59.0217 21.5278 19.4695 internal_count=8000 94 83 61 47 7906 7784 122 7761 467 125 342 71 271 199 162 91 7294 272 125 147 7022 110 6912 6830 121 6709 1398 644 592 is_linear=0 shrinkage=0.05 Tree=463 num_leaves=31 num_cat=0 split_feature=32 7 33 33 10 13 77 7 33 243 226 52 10 81 81 32 10 241 11 239 35 0 13 7 6 26 32 24 31 9 split_gain=0.356112 1.74552 1.00171 0.997774 0.97 1.08318 0.775291 0.762834 0.448865 0.915725 0.880256 1.31529 0.759058 1.03818 1.37237 1.46115 0.994545 0.971567 0.910327 1.34928 1.1148 0.955116 0.803483 1.23207 1.40426 1.72611 2.00862 1.01103 0.989032 2.11124 threshold=0.071899890026603006 35941.500000000007 0.4893563484713756 0.14509547980217227 -12399.499999999998 -4095.4999999999995 1.5000000000000002 19390.500000000004 0.32885910741650776 0.079778170966896808 1.0000000180025095e-35 0.057000000000000002 -18812.499999999996 -1371.4999999999998 -248.49999999999997 0.50157634424248076 -21769.499999999996 58050.000000000007 -227.49999999999997 0.036706171914224754 0.091400000000000023 110641.50000000001 -4528.4999999999991 30111.750000000004 412778.25000000006 1.0000000180025095e-35 0.23201091826774928 13.500000000000002 0.42516058193029321 0.011311499999999952 decision_type=10 2 8 10 2 2 10 2 8 2 2 10 2 2 2 10 2 2 8 10 8 2 2 2 2 2 10 2 8 2 left_child=1 2 3 -1 5 -4 -5 -7 9 12 -10 -12 13 -2 15 -15 -16 -17 19 20 -14 22 -21 24 28 26 -26 -28 -24 -30 right_child=8 -3 4 6 -6 7 -8 -9 10 -11 11 -13 18 14 16 17 -18 -19 -20 21 -22 -23 23 -25 25 -27 27 -29 29 -31 leaf_value=0.027654920732334179 -0.040272675335271631 -0.043635833659442111 0.029811444544325279 -0.036663145043321924 0.03705187249716959 -0.06244644941920801 0.012763575373132314 0.0018568510073117984 -0.001178071184561231 -0.033551796724706338 -0.053544284182886454 0.012822430231153212 0.016070383229123724 0.035433636915635204 0.0090219642537466092 0.024609455639520949 -0.059893502752306919 -0.043008214530460068 0.02670700336019623 0.022755460932268115 -0.03302420906813102 0.026278561128882317 0.019875699175846889 0.014678071364241627 0.026868765789895607 0.035319052012682713 -0.052148734230913964 -0.012970662330525016 -0.043419729537688523 0.0092556102551452826 leaf_weight=1.6123264003545017 2.0916557036107406 1.5209175890777249 2.0319629300502107 2.3276377902366225 5.1274406793527332 0.73741665156558101 1.2036437918432055 1.2313765068538485 211.31877045924739 1.6712644079816517 1.9264259270785253 1.2189224120957076 1.6206984897144128 3.1073549829889089 0.84707016518223133 0.8547564088366929 1.3705831990810091 1.4035926971700972 4.8791887346887952 5.2069534279289575 4.0353569532744586 5.5951088140282073 6.4333739232097367 12.522892005566971 1.4268646314740143 1.2622298840433366 4.5916603395016864 2.5675159028032795 2.6468512143474072 6.76172483433038 leaf_count=14 72 32 27 43 41 21 14 24 6329 113 196 51 24 25 17 14 35 56 65 88 73 63 72 188 11 8 93 47 53 91 internal_value=-2.42331e-05 0.00728443 0.0127109 -0.00493563 0.0226545 0.0042025 -0.019816 -0.0222281 -0.000428716 0.0030203 -0.00156888 -0.0278251 0.00390324 -0.00908623 -0.000484328 0.0131901 -0.0335701 -0.0174158 0.0060136 0.0041668 -0.0189565 0.00683509 0.00432961 0.00181888 -0.00444942 -0.0192757 -0.0273017 -0.0380982 0.00476748 -0.00556319 internal_weight=301.154 15.7927 14.2718 5.14361 9.1282 4.00076 3.53128 1.96879 285.361 70.8967 214.464 3.14535 69.2254 9.67501 7.58336 5.3657 2.21765 2.25835 59.5504 54.6712 5.65606 49.0152 43.4201 38.2131 25.6902 9.84827 8.58604 7.15918 15.8419 9.40858 internal_count=8000 216 184 71 113 72 57 45 7784 1208 6576 247 1095 219 147 95 52 70 876 811 97 714 651 563 375 159 151 140 216 144 is_linear=0 shrinkage=0.05 Tree=464 num_leaves=31 num_cat=0 split_feature=150 13 61 33 77 243 242 242 7 32 14 12 1 31 31 13 0 33 11 24 242 31 11 164 9 107 13 9 32 0 split_gain=0.366977 0.80279 0.932842 0.806296 0.515124 1.10033 0.504856 0.646183 0.882635 0.56129 0.701614 0.447346 0.430474 1.04461 1.6025 1.39881 1.26999 1.07082 1.30754 1.06235 1.13455 1.10173 1.00353 2.64643 1.69473 1.63697 1.45574 1.17042 2.5478 2.02479 threshold=1.0000000180025095e-35 -4225.4999999999991 0.023250000000000003 0.12179401509664006 2.5000000000000004 0.038089539171204161 0.10122239382239381 0.17691555555555558 26221.500000000004 0.43389724364250071 11.500000000000002 -1142.4999999999998 1.0000000180025095e-35 0.62008633520178458 0.2924168959654963 -399.99999999999994 104451.50000000001 0.081997050050795717 -1502.4999999999998 7.5000000000000009 0.056304166666666655 0.50120499072861158 -2231.4999999999995 1.0000000180025095e-35 0.027527500000000003 1.0000000180025095e-35 -551.99999999999989 0.017320500000000003 0.66317028733266092 110769.00000000001 decision_type=2 2 8 8 10 2 2 2 2 10 8 2 2 10 10 2 2 8 8 2 2 10 8 2 2 8 2 2 10 2 left_child=12 11 3 -3 6 -6 -4 8 -8 -9 -11 -2 13 14 -1 17 -15 -16 -19 -20 -21 -22 23 24 26 -25 27 28 29 -14 right_child=1 2 4 -5 5 -7 7 9 -10 10 -12 -13 22 16 15 -17 -18 18 19 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.0031676991442407122 -0.055180394810880475 0.039008959190856798 0.042607646988342164 -0.052473424271219794 0.038023676472835326 -0.06196540379936593 0.026260970776626782 0.048801794926904368 -0.044342826254149009 0.049606398786070358 -0.025141660675258793 0.022266095466518494 -0.030807508241368377 -0.052325829844479713 0.03382198603529743 0.035485933291125336 0.035431650009108917 -0.052520622369299275 0.035553331744713791 0.039602293482428011 -0.044617688001922395 0.0052657980606773533 -0.0041349634208302094 -0.035499859523999908 -0.035069741741003135 0.031299357695004797 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-0.0161432 0.0260916 -0.021764 -0.0261956 -0.0138586 -0.0217014 -0.0295241 -0.00192561 0.00459596 -0.00262739 0.0253835 0.00136648 0.00449565 -0.00685077 -0.021036 internal_weight=299.981 10.4624 9.50831 1.21132 8.29699 1.10062 7.19637 4.703 1.77062 2.93238 1.30754 0.954064 289.519 115.397 111.062 12.0507 4.33488 10.8676 10.0651 6.85337 5.91459 5.24527 174.122 44.0613 32.6989 11.3624 29.1147 26.9997 12.3402 8.87887 internal_count=8000 533 398 154 244 54 190 142 72 70 57 135 7467 2494 2310 453 184 435 427 233 219 206 4973 1579 1332 247 996 903 495 376 is_linear=0 shrinkage=0.05 Tree=465 num_leaves=31 num_cat=0 split_feature=135 0 0 0 158 81 123 8 7 31 242 76 11 13 83 9 32 40 77 10 0 0 169 0 105 143 49 240 31 239 split_gain=0.352525 0.659492 0.752932 0.936259 0.786299 0.711576 0.825434 0.681203 1.26505 1.31465 0.815271 0.939988 0.676739 0.714768 0.663756 0.627732 1.04552 1.13082 0.594235 0.600505 0.544611 1.26383 1.21109 1.23229 1.59567 1.59157 1.49376 1.4455 1.44962 2.28083 threshold=1.0000000180025095e-35 111137.50000000001 108138.50000000001 107625.50000000001 1.0000000180025095e-35 -508.49999999999994 1.0000000180025095e-35 767250.00000000012 26124.750000000004 0.1419218412049498 0.19471000000000002 0.069350000000000009 -2721.4999999999995 -4492.4999999999991 1.0000000180025095e-35 0.024887000000000003 0.30762483859168338 0.13980000000000001 1.0000000180025095e-35 -14112.999999999998 104195.50000000001 104346.00000000001 1.0000000180025095e-35 103363.50000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.060950000000000011 0.13336920447588854 0.91013676790783093 0.10704158700518505 decision_type=2 2 2 2 2 2 2 8 2 8 2 8 10 2 2 2 8 8 10 2 2 2 2 2 10 2 8 2 8 8 left_child=1 2 3 4 7 12 -7 8 10 -10 15 -12 13 -4 -6 16 -1 -18 -11 -20 22 -22 23 25 27 26 -2 -25 29 -29 right_child=20 -3 5 -5 14 6 -8 -9 9 18 11 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.029103793485275628 -0.023273175765723259 -0.040326454460521029 0.041692090934130642 -0.050599412537677538 0.014079117783005028 0.021005907573261665 -0.0338852140700776 0.029253582131290663 0.043467192424420674 -0.058225968328972047 0.030708605014712443 -0.056030397273948242 0.031078195060187531 -0.041246580926982995 -0.042403103354175374 0.033071968946766783 0.01584501065580031 -0.043818193513957056 0.031210662090468036 -0.042365911932335333 -0.044551987847606916 -0.0019176811278228574 -0.054554960922958987 -0.05484738539144899 -0.027184706094726396 -0.034098154150490716 0.0033363545992966537 0.016403452217362179 0.026990607234022124 -0.057305350009013947 leaf_weight=2.6655958301853548 5.7224243853997896 0.78196584795659774 0.40908475097239716 0.85805083170998742 0.76901717544024006 1.4607246351370105 1.2894801621841907 2.7717519243597044 0.58558963844552581 1.6399664549098818 0.48261638759868097 0.88530391885433357 6.534171653969679 0.71171361149754353 1.6072553857156882 3.3839339364285479 1.6225485125542038 1.5555853583646237 0.48143407487077639 0.65408753114752449 1.7567861557763524 164.64209975208541 0.92857960269611695 0.67977249424439534 2.2669885651848736 3.3293056729380615 67.31389837793904 3.9681980226887417 15.540773118031209 1.4269257706619098 leaf_count=36 274 37 13 48 23 32 50 82 6 62 17 39 93 43 74 63 54 97 17 36 84 4425 69 44 79 178 1551 65 207 102 internal_value=-2.27946e-05 0.00501133 0.00617877 0.000494754 0.00278955 0.0170838 -0.00473073 0.00661264 0.00211622 -0.0246111 0.0105945 -0.025428 0.0249211 -0.0109745 -0.0241241 0.0159345 0.00601077 -0.013358 -0.0389747 -0.0111712 -0.000608843 -0.0023678 0.002284 0.00281048 0.0127233 -0.000289648 0.00125149 0.0169087 0.0192386 -0.00309137 internal_weight=298.726 31.1499 30.3679 19.9627 19.1047 10.4052 2.7502 16.7284 13.9567 3.36108 10.5956 1.36792 7.65497 1.1208 2.37627 9.22766 5.84373 3.17813 2.77549 1.13552 267.576 166.399 101.177 100.248 23.8827 76.3656 73.0363 21.6157 20.9359 5.39512 internal_count=8000 922 885 654 606 231 82 509 427 121 306 56 149 56 97 250 187 151 115 53 7078 4509 2569 2500 497 2003 1825 418 374 167 is_linear=0 shrinkage=0.05 Tree=466 num_leaves=31 num_cat=0 split_feature=671 207 242 33 23 19 14 14 6 57 1 12 14 239 130 32 239 78 33 77 243 6 13 7 13 24 239 242 242 10 split_gain=0.359258 0.41153 1.52034 1.29687 1.20493 1.60464 1.42121 1.31183 1.74788 1.26236 1.6115 1.82529 1.60182 1.13468 1.36034 1.02652 2.37547 0.97554 0.846428 0.839548 0.776684 0.722119 1.37035 1.68214 2.49237 1.61555 1.52966 1.49702 1.67376 2.12063 threshold=10797.637500000003 1.0000000180025095e-35 0.30436666666666673 0.68404824505613304 2.5000000000000004 1.0000000180025095e-35 13.500000000000002 14.500000000000002 481497.75000000006 0.011650000000000002 1.0000000180025095e-35 -3094.9999999999995 11.500000000000002 0.20069198783628328 1.0000000180025095e-35 0.33665237555339433 0.11323899708759211 1.0000000180025095e-35 0.27716319182680405 1.0000000180025095e-35 0.03227101717305151 519097.50000000006 -4843.4999999999991 22988.250000000004 -3286.4999999999995 17.500000000000004 0.097318028136802556 0.2552841666666667 0.22548214285714288 -10020.999999999998 decision_type=10 2 2 10 2 2 10 10 2 10 2 2 8 10 2 10 10 10 8 10 2 2 2 2 2 2 8 2 2 2 left_child=1 21 3 4 6 7 9 8 -6 10 12 13 18 14 19 -14 -17 -4 -3 -12 -8 22 -1 25 26 -24 -25 28 29 -26 right_child=-2 2 17 -5 5 -7 20 -9 -10 -11 11 -13 15 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 27 -27 -28 -29 -30 -31 leaf_value=0.017992613829857979 0.026111744242387991 0.0057521988429569465 -0.05896317205215354 -0.045330678949655277 0.011341590184306017 0.04224657312793257 0.018601264034377282 0.038622398882550965 -0.057767413441819848 0.015784085973964565 -0.038613291992375537 -0.057033029602932307 0.040914051843336352 0.028619012416612917 -0.05738344210789742 -0.049707713535342139 0.034916386715128415 0.0063358114661697107 -0.065093804916210848 0.022417227757357452 -0.056845942604070068 0.0033633455342156997 0.00048753824469054228 -0.012057756467874974 -0.020050083302212168 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-0.00807833 -0.0217489 0.0185293 0.000153218 -0.0403642 -0.0357525 0.00141663 -0.0431159 0.000588221 -0.00194074 -0.00321776 -0.0142787 -0.000211815 -0.0370303 -0.00414592 0.00132457 -0.00693782 internal_weight=297.617 296.308 39.0772 36.2693 34.6082 8.73085 25.8774 5.24415 3.77795 23.586 16.5017 8.52525 7.97641 5.65451 4.1198 6.23879 3.42618 2.80788 1.73761 2.49672 2.29143 257.231 134.584 126.481 27.0277 99.4538 8.32817 18.6996 16.2672 12.8554 internal_count=8000 7979 1042 931 780 118 662 90 77 571 392 268 124 167 128 76 60 111 48 57 91 6937 3493 3249 724 2525 316 408 317 284 is_linear=0 shrinkage=0.05 Tree=467 num_leaves=31 num_cat=0 split_feature=33 33 33 63 242 136 63 57 14 243 243 31 239 70 57 33 66 47 0 13 34 58 33 31 31 50 242 21 73 13 split_gain=0.351635 0.914408 0.631222 0.432381 1.38952 1.69471 1.20294 1.16249 1.28196 1.15672 1.68181 1.15516 1.08848 1.05675 1.83201 1.9032 1.69367 1.40147 1.12482 1.75808 1.51558 1.27183 1.25121 1.19367 1.06795 1.02654 1.42814 1.63332 1.87117 1.28252 threshold=0.83328601199036678 0.80783375724491269 0.79403880647444935 0.10065 0.26421388888888891 1.0000000180025095e-35 0.091650000000000023 0.0081500000000000027 8.5000000000000018 0.027726253651411851 0.028658003551990201 0.20592984224937297 0.22061272937564155 0.19790000000000005 0.091350000000000015 0.4623788596955532 0.0043500000000000006 1.0000000180025095e-35 105581.50000000001 -1203.4999999999998 0.062050000000000001 0.073000000000000009 0.56649360908440927 0.33834904282702233 0.65566613275645624 0.98135000000000006 0.21612380952380952 2.5000000000000004 0.44185000000000008 -3051.4999999999995 decision_type=10 10 10 8 2 2 8 10 10 2 2 8 10 10 10 10 8 8 2 2 8 10 8 10 8 8 2 2 8 2 left_child=1 2 3 4 6 12 7 8 11 -5 -11 -1 -6 16 15 17 -9 -15 20 -20 22 -22 -18 -21 -19 26 27 28 29 -12 right_child=-2 -3 -4 9 5 -7 -8 13 -10 10 25 -13 -14 14 -16 -17 18 24 19 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.026521179462650753 0.025064623524633997 -0.05220354565141521 0.027334672193223733 -0.036728592284014865 -0.054542783144420341 0.029816533426537058 -0.038134636444981718 -0.036027986511767404 0.018658472264719738 0.044045489884946797 -0.011419980570575569 -0.036672686677570294 0.0004642760150740521 -0.029775422747848997 0.022286636306297253 -0.053601935034377615 0.03392339230117327 -0.03393727754450953 0.029990738524220951 -0.056813563507782244 -0.049039578571313608 0.018566239389677996 -0.02589985959112345 0.029254114217759083 0.020581513983019988 -0.00048850762239744815 0.026295132952437284 -0.030777441427700222 -0.060315064154688597 0.025594394054056988 leaf_weight=0.83619683235883524 1.3900745144665041 0.84102550463285197 2.0979590881870527 2.0420445827039648 3.4785508331478914 1.054909921280341 2.1404721876742761 1.7943643743019517 1.9179586642712818 2.2542741660727179 3.2916060479838025 5.3492709952115547 1.2129288894575436 3.6258317512692892 4.2202348751216041 2.6295882462072759 3.2798917246655064 1.1157424875564181 11.902923628054848 1.0631886392948207 2.1510496030969084 1.0281945362221447 1.1915680993843123 0.64861699915491033 4.6080554353102343 207.95994635840634 8.9147658695874252 3.1787930079954085 0.8917104971988018 8.0971511376774306 leaf_count=11 68 123 92 178 243 25 134 119 60 23 178 373 70 123 108 255 49 44 249 42 112 27 68 14 89 4604 165 145 47 162 internal_value=-2.39364e-05 -0.000142229 6.71018e-06 -0.000189716 -0.00417237 -0.0274456 -0.00147078 0.000186173 -0.0170556 0.000740172 0.00106633 -0.0281297 -0.0403213 0.00374502 -0.00604226 -0.0160224 0.0106206 -0.00545318 0.0145567 0.023177 -0.00078336 -0.0271753 0.0179815 -0.0242018 0.00995414 0.000649315 0.0103572 0.00116648 0.00943515 0.0148964 internal_weight=296.209 294.819 293.978 291.88 55.2495 5.74639 49.5031 47.3627 8.10343 236.63 234.588 6.18547 4.69148 39.2593 16.1995 11.9792 23.0598 9.34963 21.2654 13.6147 7.6507 3.17924 4.47146 1.71181 5.7238 232.334 24.374 15.4593 12.2805 11.3888 internal_count=8000 7932 7809 7717 2215 338 1877 1743 444 5502 5324 384 313 1299 619 511 680 256 561 305 256 139 117 56 133 5301 697 532 387 340 is_linear=0 shrinkage=0.05 Tree=468 num_leaves=31 num_cat=0 split_feature=9 150 13 61 33 77 243 31 239 11 31 9 10 31 31 128 242 243 62 632 33 169 12 9 12 136 32 129 32 8 split_gain=0.360732 0.374105 0.761037 0.819086 0.745572 0.466995 1.02952 0.498954 0.441496 1.01948 0.920322 1.39315 1.95073 2.54516 1.78427 1.49649 1.22299 1.11604 1.3402 1.1989 1.3987 1.09242 1.07717 1.04496 0.974583 1.14852 1.09866 1.11119 0.862167 0.837809 threshold=0.0013750000000000001 1.0000000180025095e-35 -4225.4999999999991 0.023250000000000003 0.12179401509664006 2.5000000000000004 0.038089539171204161 0.27347122180021566 0.19739043627268146 -3218.9999999999995 0.37959522973814636 0.019394999999999954 -16288.999999999998 0.65815452973661326 0.62844179325515237 1.0000000180025095e-35 0.23798333333333332 0.079464345991561172 0.021350000000000004 -1292.7499999999998 0.55583709744822496 1.0000000180025095e-35 -10404.499999999998 0.010388000000000003 -849.49999999999989 1.0000000180025095e-35 0.74698681490219221 1.0000000180025095e-35 0.083983937625394411 542250.00000000012 decision_type=2 2 2 8 8 10 2 8 10 8 10 2 2 10 8 2 2 2 8 8 8 2 2 2 2 2 10 2 10 8 left_child=-1 8 -3 4 -4 7 -7 -5 9 -2 21 12 13 16 -14 -16 -12 18 -13 -20 24 29 -22 -23 25 26 27 28 -21 -11 right_child=1 2 3 5 -6 6 -8 -9 -10 10 11 17 14 -15 15 -17 -18 -19 19 20 22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.025556761509828069 -0.052637811968781124 -0.034056158121024693 0.038175942815924006 -0.021923806531334709 -0.052281097741627952 0.037068977143908215 -0.061821286213593979 0.027962974129372344 0.004033625809443447 0.0025211403550195804 0.024297188156283726 0.038415908468227802 -0.050222902243658177 -0.04350404242470661 0.03292242597167172 -0.054010050404839388 -0.032131944833860872 0.032646743719244684 0.037333885960268008 0.029107186098752152 0.032373164606796602 0.0018942866445760321 -0.050901018246335195 -0.056655901448112278 0.026470805318067545 0.047644550870567293 0.043640675338117267 0.024021608394590367 -0.04704747145212676 -0.0048966658604033264 leaf_weight=1.3717107136035327 0.96471873634800431 0.91724368745781149 0.31906068231910167 0.54390260577201921 0.79636535821191512 0.53379044351458993 0.51917229054379277 6.3872949730466644 45.487700728979689 147.91070076215328 5.3381397140474309 1.67017785513599 6.0650885227441877 2.7121354053379036 1.4165018330095338 0.76101556001231152 1.1707790797163395 2.455916709623124 1.25403051477042 0.41406513471156348 0.44419700095022285 1.4224639474996359 3.0878280071774538 1.6413843773771075 2.1116600383465958 0.69540070125367481 0.59386694517070271 0.83781145140528668 3.628460718493443 51.25706751628968 leaf_count=25 125 134 5 9 148 20 33 181 1707 2663 114 43 301 227 49 62 50 85 22 5 21 29 288 65 41 9 16 18 191 1314 internal_value=-2.42573e-05 -0.000143871 0.00935249 0.0137281 -0.0264064 0.0193351 -0.0116897 0.0240483 -0.000479592 -0.00134271 -0.00113381 -0.0086621 -0.018609 -0.00280949 -0.0362839 0.00254059 0.0141471 0.0014411 -0.00375913 -0.00914966 -0.0140841 0.000156332 -0.0404282 -0.0294726 -0.0028481 -0.012883 -0.020572 -0.0283858 -0.0392472 0.000612122 internal_weight=294.73 293.358 10.0168 9.09959 1.11543 7.98416 1.05296 6.9312 283.341 237.853 236.889 34.6571 17.4637 9.22105 8.24261 2.17752 6.50892 17.1934 14.7375 13.0673 11.8133 202.232 3.53203 3.06385 8.28126 6.1696 5.4742 4.88034 4.04253 199.168 internal_count=8000 7975 530 396 153 243 53 190 7445 5738 5613 1542 803 391 412 111 164 739 654 611 589 4071 309 94 280 239 230 214 196 3977 is_linear=0 shrinkage=0.05 Tree=469 num_leaves=31 num_cat=0 split_feature=6 239 12 239 12 239 78 0 7 7 239 13 129 54 8 32 243 159 0 59 10 13 14 0 81 160 63 33 132 32 split_gain=0.352453 0.932653 0.577358 1.02844 0.523126 2.69389 0.471348 0.817893 1.12846 0.618671 1.70614 1.4651 1.45092 1.95026 1.21583 1.67338 1.17612 1.26738 1.22163 1.17037 1.59401 1.48394 1.6137 1.53996 1.54021 1.41706 1.32956 1.13964 1.76241 1.31937 threshold=74405.250000000015 0.03914712056103941 -32.999999999999993 0.0112259153612133 -93.499999999999986 0.095194516595989806 1.0000000180025095e-35 100138.50000000001 30712.500000000004 16098.750000000002 0.027570335242832655 -366.49999999999994 1.0000000180025095e-35 0.15515000000000004 231750.00000000003 0.61639430110324855 0.098038461538461519 1.0000000180025095e-35 103658.00000000001 0.054650000000000011 -22954.499999999996 -1870.4999999999998 35.500000000000007 105920.00000000001 -609.49999999999989 1.0000000180025095e-35 0.053550000000000007 0.22071492560243802 1.0000000180025095e-35 0.34536722086657728 decision_type=2 8 2 10 2 10 10 2 2 2 8 2 2 10 8 10 2 2 2 8 2 2 10 2 2 2 10 8 2 8 left_child=1 -1 4 -4 6 -6 7 8 -2 10 -9 12 19 -14 15 16 17 -11 -18 26 -21 25 23 24 -23 27 -12 -22 29 -29 right_child=2 -3 3 -5 5 -7 -8 9 -10 14 11 -13 13 -15 -16 -17 18 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.044669722329965661 -0.064704075700748417 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1.9739931359654299 1.1363664171731214 1.4148578217864187 4.1989961368963185 2.5658508759515826 0.88192360813263793 2.6470789478116785 1.4628151431388783 1.4785639498441003 0.84463598961156083 3.6741544374817758 2.1492834726814172 11.737106093361945 leaf_count=11 51 60 8 45 49 41 898 161 27 154 153 63 129 26 4716 171 43 44 86 107 39 54 11 117 65 83 55 106 97 330 internal_value=-2.51775e-05 0.0202282 -0.000173413 -0.0304304 -9.68088e-06 0.0162053 -0.000288005 -0.0010025 -0.032641 -0.000747658 -0.00581779 -0.00314366 -0.00128754 -0.029045 0.000464951 0.0114407 0.0167518 0.0216936 -0.0137716 0.00174582 -0.00219085 0.000193258 -0.0190527 -0.0274503 -0.00798424 0.00645257 0.0208838 0.00967111 0.00407569 0.00999106 internal_weight=293.489 2.13246 291.356 1.56816 289.788 4.89018 284.898 253.597 2.02638 251.571 48.5548 44.8998 43.0804 4.24406 203.016 22.4425 19.4927 16.7766 2.71615 38.8364 32.2106 30.7958 7.55767 6.67574 4.02867 23.2381 6.62572 21.7595 17.5605 15.4113 internal_count=8000 71 7929 53 7876 90 7786 6888 78 6810 1596 1435 1372 155 5214 498 327 198 129 1217 1009 902 247 236 119 655 208 572 533 436 is_linear=0 shrinkage=0.05 Tree=470 num_leaves=31 num_cat=0 split_feature=241 167 64 241 12 12 0 7 81 31 6 8 108 9 116 243 12 77 5 11 239 160 0 106 33 76 237 35 73 0 split_gain=0.348998 0.985067 0.900416 1.07627 1.79101 1.23682 1.46632 1.37319 1.13519 1.3209 1.0803 1.16062 1.06586 1.17699 1.09805 1.0955 1.37308 1.05797 1.62178 1.03408 1.27039 1.08697 0.921132 0.908394 1.32229 0.893578 1.10002 0.840118 0.903146 1.01412 threshold=43762.500000000007 1.0000000180025095e-35 0.97935000000000005 36342.000000000007 -560.99999999999989 -4048.4999999999995 106057.50000000001 19872.000000000004 -383.49999999999994 0.21830832302890071 630373.50000000012 335250.00000000006 1.0000000180025095e-35 0.019967499999999954 1.0000000180025095e-35 0.048877939835330654 -2261.4999999999995 1.0000000180025095e-35 97875.000000000015 -262.49999999999994 0.14437723302099367 1.0000000180025095e-35 104067.50000000001 1.5000000000000002 0.41447195257438385 0.0025500000000000006 1.0000000180025095e-35 0.079050000000000023 0.063850000000000004 101285.00000000001 decision_type=2 2 8 2 2 2 2 2 2 10 2 10 2 2 2 2 2 10 2 10 8 2 2 10 10 10 2 8 10 2 left_child=1 2 25 4 8 10 7 -7 12 19 11 22 -4 14 -14 -16 -17 18 -15 20 21 -10 -5 24 -22 -1 -27 28 29 -28 right_child=-2 -3 3 5 -6 6 -8 -9 9 -11 -12 -13 13 17 15 16 -18 -19 -20 -21 23 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.040040162913727577 -0.00091442723535696481 0.050591715765914758 0.030968720500616831 0.023261710311019687 -0.045140357583835528 0.021645675508726411 0.034853198924356593 -0.04830987841691748 -0.060056464163300786 -0.051453757502156722 0.021146946066280661 -0.053898829200828537 -0.057559067189215246 -0.056893933785086816 0.012744419854799072 -0.057637749944189381 0.0049871434100522078 0.027464824327211115 0.021377435848613596 0.040847955692271988 0.011056474306896102 0.00591828740869264 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-0.0112727 -0.0019895 -0.0181333 0.00856478 0.00329894 -0.00925198 -0.00310249 -0.0241857 0.0161185 -0.00964731 -0.00351529 -0.0100776 -0.0372724 0.000915249 0.00501941 -0.00510578 -0.0159065 -0.0225698 -0.0302668 -0.0141766 -0.0354907 internal_weight=292.101 61.103 60.0198 54.0273 35.3037 18.7236 11.4929 2.93046 33.1808 10.5944 7.23071 4.25895 22.5864 18.288 9.24082 8.1973 3.5175 9.04717 2.766 8.87999 7.73571 2.76144 2.77892 4.97426 4.0621 5.99251 5.35476 4.80094 3.01606 1.87701 internal_count=8000 1452 1444 1213 857 356 166 77 788 256 190 129 532 467 281 221 112 186 92 176 168 59 85 109 104 231 220 213 134 105 is_linear=0 shrinkage=0.05 Tree=471 num_leaves=31 num_cat=0 split_feature=32 7 33 10 13 33 242 79 33 24 13 10 120 12 32 33 81 13 7 5 12 12 242 242 12 239 53 7 43 81 split_gain=0.349733 1.5872 0.899851 0.896193 0.980775 0.88697 0.778436 0.766479 0.436589 1.02467 1.23571 1.25938 1.23914 1.3638 1.21563 1.7656 1.33636 1.17015 1.70807 1.08379 1.02981 1.41631 1.28723 2.13736 1.30009 1.20154 1.57945 1.07972 1.00743 1.0361 threshold=0.071899890026603006 35941.500000000007 0.4893563484713756 -12399.499999999998 -4095.4999999999995 0.14509547980217227 0.12408083333333332 1.5000000000000002 0.34496990492100627 10.500000000000002 -749.99999999999989 -9479.4999999999982 1.0000000180025095e-35 -308.49999999999994 0.23201091826774928 0.32885910741650776 -1.0000000180025095e-35 -733.49999999999989 25308.000000000004 97875.000000000015 -5425.9999999999991 -8128.4999999999991 0.082469287494806809 0.16311666666666666 -1337.4999999999998 0.16245646719823889 1.0000000180025095e-35 26124.750000000004 0.037250000000000005 -1622.4999999999998 decision_type=10 2 8 2 2 10 2 10 8 2 2 2 2 2 10 8 2 2 2 2 2 2 2 2 2 10 8 2 10 2 left_child=1 2 5 4 -4 -1 -6 -7 9 17 11 12 13 14 -11 16 20 19 -19 -2 21 -16 -22 -24 25 26 -25 -23 29 -21 right_child=8 -3 3 -5 6 7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 28 22 27 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.027167660823518819 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1.0973539385013276 1.4058536686934529 2.1050386740971687 2.4276988733327007 3.4440921402274416 3.494216372491791 1.5380802165018375 2.554474058910273 1.4902562875067813 2.6755791852483526 2.2311959613580257 2.9898959523125077 16.702018990879875 leaf_count=14 66 32 27 41 14 44 31 13 6449 54 102 60 44 37 95 60 65 21 22 46 40 45 125 27 31 31 57 58 70 179 internal_value=-2.55968e-05 0.0073921 0.0126881 0.0223443 0.00423085 -0.00442064 -0.0215591 -0.0187094 -0.000430802 0.00283815 -0.00164452 -0.00489339 -0.00297574 -0.00543347 -0.00372942 -0.0078084 -0.00492523 0.0105048 -0.0220878 0.0137685 -0.00997155 0.00352665 -0.0182925 -0.0251393 -0.0112695 -0.0245457 -0.0381932 0.0183198 0.0177585 0.0220444 internal_weight=290.893 15.0674 13.6172 8.7044 3.82667 4.91279 1.87762 3.38266 275.825 74.5382 47.0363 40.5238 38.6924 35.978 34.9084 29.3073 27.7744 27.5019 2.50321 24.9987 22.9218 8.74145 14.1803 11.7526 8.25839 5.70392 4.21366 5.67529 21.797 18.8071 internal_count=8000 216 184 113 72 71 45 57 7784 1335 931 829 769 725 688 634 574 404 43 361 509 198 311 271 146 115 84 103 295 225 is_linear=0 shrinkage=0.05 Tree=472 num_leaves=31 num_cat=0 split_feature=5 7 11 242 239 31 31 103 43 10 13 75 7 243 9 9 46 10 11 148 31 240 241 6 80 32 38 241 239 37 split_gain=0.349131 0.912334 0.486496 0.407035 1.31795 1.73175 1.52287 1.37114 1.61581 1.35044 1.32051 0.879758 0.839796 0.903866 0.907761 0.664797 0.75809 0.715874 0.662192 0.653469 0.645554 0.642074 1.40062 2.14915 1.64146 1.58428 1.46312 1.25075 2.03693 2.14487 threshold=389250.00000000006 51554.250000000007 -1125.4999999999998 0.092444832214765113 0.087979709718491825 0.34654049540760651 0.33834904282702233 1.0000000180025095e-35 0.035350000000000006 -18753.999999999996 -4711.4999999999991 0.011150000000000002 14879.250000000002 0.11334878579147296 0.018119000000000003 0.018825500000000002 0.004000000000000001 -13513.499999999998 -775.49999999999989 1.0000000180025095e-35 0.62844179325515237 0.43495459548706661 59812.500000000007 314550.00000000006 1.0000000180025095e-35 0.30248840053627774 0.069850000000000009 126750.00000000001 0.089704164590929711 0.69060000000000021 decision_type=2 2 8 2 8 10 10 10 10 2 2 8 2 2 2 2 8 2 8 2 10 2 2 2 10 10 10 2 10 8 left_child=3 2 -2 4 6 7 9 8 10 -1 -6 -10 13 14 -11 -16 -17 -18 -14 20 -7 27 23 24 25 -23 -27 -5 29 -29 right_child=1 -3 -4 21 5 19 -8 -9 11 12 -12 -13 18 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.060597099385062338 0.03246430317918568 -0.053819348470828456 -0.025004610234949279 0.00043971025869744146 0.020225332458186376 0.033789427717986917 -0.048621348673736735 0.048867450248235467 -0.030996796091148082 -0.040756325065709309 -0.049778387592980311 0.028468270483585845 0.049239426574247569 0.051111433276477582 0.036192390471414135 0.032298350218733306 0.0055050766717330158 -0.056546938397923213 0.0070114017247228438 -0.052082159490400987 -0.026221234280170841 0.013364433099613797 0.010587274903333549 -0.067335405805112811 0.03299620929709772 -0.033072807974072062 0.040502749158948255 0.026004228497273449 0.0029099198540751335 -0.037395695713144064 leaf_weight=0.60972297098487516 2.7294392647017958 0.41895956051303063 0.42569363748771127 186.3867217299703 0.74931612597720043 2.3871616380056366 1.1578080475774175 0.56934861419722516 1.0747508615495465 1.2384052364504912 6.6719221989915223 1.4764280441449953 2.5486359449569136 0.89311730116605748 1.3912536759162319 0.8687339348252866 0.96884632483124478 0.89340358646586771 1.4603088559815658 0.32607317577640049 0.5517153734117527 4.427487413864581 37.058160566750303 1.3609205898828793 2.7654799071024163 6.132694753294345 0.75936717947479326 1.5668867040185439 10.816742644934491 8.9762591321596119 leaf_count=29 101 76 31 4605 25 74 114 4 78 55 352 42 19 6 17 20 18 36 36 38 93 77 863 34 45 283 13 47 408 361 internal_value=-2.53346e-05 0.0155052 0.0247105 -0.000219357 -0.00620501 -0.0167462 0.00589282 -0.0266011 -0.0309097 0.0116981 -0.0427102 0.00341706 0.0159932 0.0045415 -0.00321735 0.00806014 -0.00627136 -0.024264 0.0338573 0.0150727 0.0225236 0.000374882 0.00531499 -0.00733434 -0.00153693 -0.00997373 -0.0249663 -0.00087364 -0.012334 -0.0279734 internal_weight=289.662 3.57409 3.15513 286.088 25.837 13.8067 12.0302 10.5418 9.97242 10.8724 7.42124 2.55118 10.2627 6.25376 5.36064 4.12224 2.73098 1.86225 4.00894 3.26495 2.93888 260.251 52.5041 15.4459 14.085 11.3195 6.89206 207.747 21.3599 10.5431 internal_count=8000 208 132 7792 1056 706 350 501 497 236 377 120 207 152 146 91 74 54 55 205 167 6736 1315 452 418 373 296 5421 816 408 is_linear=0 shrinkage=0.05 Tree=473 num_leaves=31 num_cat=0 split_feature=59 38 33 32 240 31 36 35 12 81 74 46 59 81 10 132 243 7 624 31 33 107 10 156 129 32 240 243 12 239 split_gain=0.342706 0.685819 0.724042 0.511081 0.839401 0.523203 0.517033 0.496987 0.477 0.611957 0.467673 0.483889 0.718988 0.503578 0.44483 0.655466 0.557543 1.52651 1.21163 0.979446 0.76505 0.761118 0.855789 0.646519 1.26957 0.870216 1.15291 0.577687 2.01605 1.28347 threshold=0.24195000000000003 0.070900000000000005 0.28298015816786154 0.53828798662166022 0.22733991573533119 0.54965259207857364 0.98285000000000011 0.20025000000000001 -594.49999999999989 -1206.4999999999998 0.014550000000000002 0.03280000000000001 0.11265000000000001 -982.49999999999989 -24357.999999999996 1.0000000180025095e-35 0.095120166804955705 13727.250000000002 5851.3500000000013 0.37361748862537253 0.56826400405960509 4.5000000000000009 -11135.499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.50420036052879846 0.30009380863039409 0.079002303736696963 -656.49999999999989 0.051046395217073104 decision_type=10 10 10 10 2 10 8 10 2 2 10 10 8 2 2 2 2 2 8 8 10 8 2 2 2 10 2 2 2 10 left_child=7 3 8 -2 6 -6 -5 10 9 -3 14 13 -13 -12 15 -1 23 21 -19 20 -20 22 -18 27 25 26 -25 -16 29 -29 right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 11 12 -14 -15 16 -17 17 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0061901215984097599 0.03113798623365472 0.031673341397150605 -0.039780732621808576 0.044559436508535881 -0.053003295836484589 0.012699019442933685 -0.0044164289926237254 -0.037015889621122976 0.041664744520871683 -0.054429024300624199 -0.021165694688111164 -0.056288469543066003 0.023245123215550979 0.029485169778555378 -0.00061526277712240602 0.046080750498669783 -0.052148403979993367 0.042122319828779023 -0.030310351007804149 -0.044989976989531527 0.031830482558918988 0.03702718740101623 0.02542316557245208 0.016321515479798831 0.023194959848107183 -0.060254533741633448 -0.051846619752524609 0.027855937830362523 -0.045512544398636848 0.0021352777424595766 leaf_weight=1.1568297685862481 3.4808024507365172 0.38633110956288874 1.2616829883627358 1.2179216896183795 0.7970991026231784 0.48882169192074798 0.96653738708118897 0.92101782571989943 0.70301642460981406 0.44298992099356838 0.56924565682857009 0.53825507681176499 0.60193562945278256 3.5572772145387712 232.18209671549721 1.2454395847162232 0.67879344648463302 0.60806142447836464 1.1196502448292451 4.3821864298151922 0.88825165221351188 1.8625484454387331 0.74663785123266124 1.439906207378953 1.4461571193533016 1.589266617043904 1.0896295620914314 7.9366462014732013 1.6382204852998246 12.472141239064511 leaf_count=76 51 13 102 13 78 37 40 83 10 27 51 35 23 75 6093 13 103 12 52 408 25 40 20 24 20 79 25 110 46 216 internal_value=-2.53898e-05 0.00919122 -0.0117303 0.0176006 0.0040226 -0.0280276 0.0228895 -0.000347698 0.0113656 -0.0143191 -0.000226106 0.0145314 -0.0143007 0.022498 -0.00051135 0.0209093 -0.000701879 -0.0121189 -0.0253217 -0.0317395 -0.00282061 0.0159821 -0.0115166 -0.000249842 -0.0171087 -0.0312597 -0.0130428 0.00011919 0.00785388 0.0121376 internal_weight=288.415 9.7452 2.79402 6.95118 3.47038 1.28592 2.18446 278.67 1.53234 0.829321 277.749 5.26671 1.14019 4.12652 272.482 2.40227 270.08 10.2861 6.99815 6.39009 2.0079 3.28798 1.42543 259.794 5.56496 4.1188 2.52954 254.229 22.047 20.4088 internal_count=8000 371 152 219 168 115 53 7629 50 40 7546 184 58 126 7362 89 7273 660 497 485 77 163 123 6613 148 128 49 6465 372 326 is_linear=0 shrinkage=0.05 Tree=474 num_leaves=31 num_cat=0 split_feature=633 150 129 32 29 8 33 24 1 31 31 13 0 32 14 6 241 241 239 13 13 14 10 239 13 633 239 32 10 240 split_gain=0.341975 0.356685 0.715033 0.787882 0.632025 0.880088 0.601987 0.567097 0.443724 0.935613 1.45329 1.27874 1.12226 1.01935 1.56455 1.56198 1.62637 1.83548 1.59995 1.5331 2.89894 2.50429 1.58595 1.3056 2.51997 2.04873 1.40125 1.42751 1.2259 1.84522 threshold=-79.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.44664389997845949 1.0000000180025095e-35 537750.00000000012 0.3714916490179011 9.5000000000000018 1.0000000180025095e-35 0.62008633520178458 0.2924168959654963 -399.99999999999994 104451.50000000001 0.30762483859168338 1.5000000000000002 835443.00000000012 98437.500000000015 50812.500000000007 0.19596100291555049 -2735.9999999999995 -3205.9999999999995 16.500000000000004 -9870.4999999999982 0.061234655665851907 -4397.4999999999991 -664.49999999999989 0.22061272937564155 0.42316855929960856 -19986.999999999996 0.33236264476164828 decision_type=10 2 2 8 2 10 10 2 2 10 10 2 2 8 8 2 2 2 8 2 2 8 2 8 2 8 10 10 2 2 left_child=1 8 3 4 5 -3 7 -5 9 10 13 -12 -11 19 -15 16 17 -16 -17 20 21 -1 -21 28 -25 -26 -27 -28 -19 -30 right_child=-2 2 -4 6 -6 -7 -8 -9 -10 12 11 -13 -14 14 15 18 -18 23 -20 22 -22 -23 -24 24 25 26 27 -29 29 -31 leaf_value=-0.039954638290493644 0.025555810375163752 0.029785232752778265 -0.059321095736198773 -0.05490175646545823 0.039216777457105681 -0.023274220445369899 -0.050905217053246993 0.012425217534754786 -0.0021075125405730297 -0.052108944541733176 -0.021535100260204047 0.034773341735641228 0.034662261628608498 -0.051738382861805682 0.010612800265088842 -0.040756103268753098 0.014928079026778588 0.042586061320810283 0.007094091552848074 0.02978970101357304 -0.057030048149477153 0.020186217184681977 -0.0036117768067697505 0.013340210250783311 0.034460955984389967 -0.051102912196346564 0.044032409270360083 -0.054304319005877934 -0.052367870619477667 0.010472871160392735 leaf_weight=2.1737740258686253 1.300595429027452 1.8260962983331368 0.36557337940757939 0.36464941136364526 2.9369410497602075 1.366231898893602 0.65378499525104405 2.198181921892683 165.88290756230708 0.41567472357200941 10.113611807799314 1.1199152303306608 3.598693076557538 1.4524277978689486 15.015366601430285 4.2635797732800702 20.169151100417366 1.6440541814081369 2.9595905277237762 12.508792799664663 2.0465340455994001 8.4971419542271178 4.9642279425170264 3.7669220977695597 0.96605985669884831 7.4289827486063604 0.85909657087177016 0.64698435814352706 1.5880292875808688 4.4182945395587012 leaf_count=61 24 37 32 24 30 42 251 114 4957 75 435 18 109 55 273 204 355 15 120 111 35 94 69 81 16 196 8 46 41 72 internal_value=-2.48252e-05 -0.000141068 0.00927727 0.0119606 0.0224774 0.00707719 -0.00807932 0.00284568 -0.000471867 0.00198097 0.00108863 -0.0159215 0.0256774 0.00309225 -0.000425864 0.000743636 0.00354248 -0.00277775 -0.0211502 0.0106876 -0.00251946 0.00793491 0.0203001 -0.0122092 -0.0214665 -0.0347089 -0.0421876 0.00178878 0.00432976 -0.00614177 internal_weight=287.512 286.211 9.71146 9.34589 6.12927 3.19233 3.21662 2.56283 276.5 110.617 106.603 11.2335 4.01437 95.369 65.1785 63.7261 56.5029 36.3338 7.22317 30.1905 12.7175 10.6709 17.473 21.3184 13.668 9.90112 8.93506 1.50608 7.65038 6.00632 internal_count=8000 7976 530 498 109 79 389 138 7446 2489 2305 453 184 1852 1482 1427 1103 748 324 370 190 155 180 475 347 266 250 54 128 113 is_linear=0 shrinkage=0.05 Tree=475 num_leaves=31 num_cat=0 split_feature=9 135 73 76 31 31 32 32 107 9 32 141 32 240 50 243 4 81 0 0 5 13 33 35 49 81 24 13 43 143 split_gain=0.335183 0.357226 0.583242 0.794074 0.588378 1.07747 0.717868 0.972478 2.13501 1.18783 1.10214 0.882802 0.86608 1.09066 0.906824 0.662129 0.632431 0.68922 0.576172 1.3135 2.0257 2.29522 1.88566 1.35714 1.34423 1.11529 2.13764 1.92102 1.79534 1.48239 threshold=0.0013750000000000001 1.0000000180025095e-35 0.011850000000000001 0.012750000000000003 0.20024914172550759 0.26037186615739477 0.093418472625969654 0.4077849305135694 1.5000000000000002 0.0064670000000000014 0.45817966136926785 1.0000000180025095e-35 0.58254936206073116 0.20740264581634307 0.98185000000000011 0.05344214270610851 1.0000000180025095e-35 -521.49999999999989 104195.50000000001 105581.50000000001 154800.00000000003 -1829.4999999999998 0.56826400405960509 0.0084500000000000009 0.13395000000000004 -1255.4999999999998 9.5000000000000018 -4975.9999999999991 0.037550000000000007 1.0000000180025095e-35 decision_type=2 2 8 8 8 8 8 10 10 2 8 2 8 2 10 2 2 2 2 2 2 2 8 8 8 2 2 2 8 2 left_child=-1 2 -2 -4 -5 -6 -7 8 9 -8 -9 12 14 -14 -12 -10 17 -15 -3 20 21 23 -23 -20 -22 26 28 -27 -21 -28 right_child=1 18 3 4 5 6 7 10 15 -11 11 -13 13 16 -16 -17 -18 -19 19 25 24 22 -24 -25 -26 27 29 -29 -30 -31 leaf_value=0.024819818327121337 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2.9075480449100723 0.58732835146655493 0.6937973212043288 1.4222921310502012 2.7576766138990907 1.9933611838787344 3.4017473839048762 6.5247509848786649 9.351503954603686 1.3677582662348857 22.20095847906487 103.96183905269572 3.7381130821913757 1.2811781292766671 leaf_count=25 46 2564 14 52 59 29 17 50 46 94 99 9 85 111 32 32 88 54 20 46 157 50 58 291 233 103 927 2293 222 94 internal_value=-2.43158e-05 -0.00014218 0.00508039 0.00594872 0.00432419 0.00161673 0.00412272 0.000851055 -0.0137179 -0.0415395 0.00905762 -0.00014175 -0.00520586 0.00466133 -0.0313654 0.012466 0.0125275 -0.00622208 -0.000742577 -0.00259672 -0.0131859 -0.027209 -0.00253799 -0.045648 0.00142148 -0.00064263 -0.00939097 0.00173633 -0.0385289 -0.00298767 internal_weight=286.164 284.813 29.3666 28.9273 27.8561 24.4605 23.1409 20.3344 7.32697 3.55239 13.0074 9.29425 8.38832 6.09088 2.29744 3.77459 5.35122 2.44367 255.446 158.695 24.7228 12.6137 5.39511 7.21855 12.1092 133.972 28.6425 105.33 5.16041 23.4821 internal_count=8000 7975 917 871 857 805 746 717 189 111 528 478 469 338 131 78 253 165 7058 4494 809 419 108 311 390 3685 1289 2396 268 1021 is_linear=0 shrinkage=0.05 Tree=476 num_leaves=31 num_cat=0 split_feature=241 167 64 241 12 12 0 7 125 12 243 189 7 24 12 3 33 45 6 32 32 33 10 242 240 76 237 35 73 0 split_gain=0.333907 0.922473 0.82022 0.980397 1.59773 1.14801 1.32046 1.25339 1.1148 1.00784 0.958355 0.982205 1.02803 1.40071 1.31573 1.5338 1.27609 1.565 1.45596 0.914787 1.45637 1.54858 0.872222 0.860695 1.66181 0.828249 1.04292 0.77138 0.836877 0.925836 threshold=43762.500000000007 1.0000000180025095e-35 0.97935000000000005 36342.000000000007 -560.99999999999989 -4048.4999999999995 106057.50000000001 19872.000000000004 1.0000000180025095e-35 -4676.4999999999991 0.028824739558149053 1.0000000180025095e-35 12377.250000000002 8.5000000000000018 -2132.4999999999995 1.0000000180025095e-35 0.40748814487527341 0.092450000000000018 1278468.0000000002 0.63511399881757569 0.26319235801735397 0.11392442368259932 -11942.499999999998 0.19963534482758624 0.40018198362147411 0.0025500000000000006 1.0000000180025095e-35 0.079050000000000023 0.063850000000000004 101285.00000000001 decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10 2 10 8 8 2 2 2 10 2 8 10 2 left_child=1 2 25 4 8 9 7 -7 10 19 -4 12 23 -14 16 -16 -15 18 -18 20 -5 -22 -10 24 -12 -1 -27 28 29 -28 right_child=-2 -3 3 5 -6 6 -8 -9 22 -11 11 -13 13 14 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.039490209445859709 -0.00089990587417473629 0.050372246132087406 0.044605768003510349 0.028477105668297982 -0.043565884431020413 0.021065857772494024 0.033971608993238221 -0.047271843705998989 0.039930210262635678 -0.047542848773042927 -0.046716134610550186 0.046462666654136231 -0.04740734280467121 0.00353775273515592 0.024955791214392509 -0.034478090218532723 -0.052211547564638486 0.028405302714180763 0.035254763223773196 0.034752795461480523 0.051299987346716328 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-0.0056688 0.00219131 -0.00195459 -0.00135179 -0.00321509 -0.00505339 -0.0110877 -0.00600323 0.0119177 -0.0170375 -0.032098 -0.0429768 0.00592009 -0.00733333 -0.0321309 0.0267626 0.0113729 -0.00171691 -0.015518 -0.0221254 -0.0298848 -0.0141602 -0.0354571 internal_weight=284.844 58.8594 57.8355 52.1385 34.0416 18.0968 11.0783 2.81726 32.013 7.01854 27.9786 26.8884 25.9289 18.9628 16.6342 6.33896 10.2952 5.94421 5.0383 5.98476 4.10009 2.42255 4.03442 6.96609 4.48064 5.69701 5.08609 4.55151 2.87418 1.77081 internal_count=8000 1452 1444 1213 857 356 166 77 788 190 676 666 662 487 411 101 310 245 224 153 114 85 112 175 143 231 220 213 134 105 is_linear=0 shrinkage=0.05 Tree=477 num_leaves=31 num_cat=0 split_feature=671 207 242 33 23 19 14 6 41 1 12 14 31 162 33 241 32 13 78 3 239 42 12 6 13 7 13 242 242 242 split_gain=0.332717 0.352124 1.32873 1.16494 1.09609 1.43725 1.26531 1.16292 1.08335 1.29531 1.7047 1.16772 1.0558 1.17807 1.0216 1.003 1.80834 0.964648 0.894075 0.868821 0.864435 0.833142 0.766632 0.709596 1.2727 1.42951 2.28199 1.44785 2.05982 1.56961 threshold=10797.637500000003 1.0000000180025095e-35 0.30436666666666673 0.68404824505613304 2.5000000000000004 1.0000000180025095e-35 13.500000000000002 508497.75000000006 0.32915000000000005 1.0000000180025095e-35 -3094.9999999999995 9.5000000000000018 0.61477666496482186 1.0000000180025095e-35 0.40227454521685124 75187.500000000015 0.34536722086657728 -3964.4999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.20069198783628328 0.072900000000000006 -9646.4999999999982 519097.50000000006 -4843.4999999999991 22988.250000000004 -3286.4999999999995 0.13478888888888887 0.16923863636363637 0.2552841666666667 decision_type=10 2 2 10 2 2 10 2 10 2 2 8 10 2 10 2 10 2 10 2 10 10 2 2 2 2 2 2 2 2 left_child=1 23 3 4 6 7 8 14 9 11 12 17 13 20 -6 16 -13 -3 -4 -9 22 -12 -11 24 -1 -26 -27 -28 -29 -30 right_child=-2 2 18 -5 5 -7 -8 19 -10 10 21 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 29 -31 leaf_value=0.017594037994976216 0.02563277348280197 0.011392155569928085 -0.058014078869346009 -0.044508845153596127 -0.013215021048310314 0.041809436229693582 -0.042124732997812275 -0.061557891573422729 0.026639126679236815 0.008742800976650705 -0.058567732825086219 0.036392610841226615 0.039255974027926049 0.024010747058133927 0.044906964709410024 0.034520497704786997 -0.035385514984629607 -0.066213976513987485 0.0064842836232550235 0.0054110122636080726 0.012549359321820171 0.0036625343998540304 -0.051880975690965551 0.0033313434722196736 -0.00046936266843470957 -0.036280959077056189 0.02564999078876511 -0.050728096274346657 0.0071273276109472157 -0.039297538586542488 leaf_weight=7.7450211936338738 1.2578451381996263 0.74056378089881036 1.8392056481679895 1.5448751415642608 1.3956087029073372 3.2145758772094268 2.1385215586087716 1.0667259642796123 2.9003644370823158 0.65702448238153133 2.8098312527872618 1.6142246527597319 1.1817347134492591 1.6007788823917506 1.6497195323463527 3.7379202723968774 1.9225601174985056 0.87180219672155235 0.75904475629795332 0.88704105434590008 1.0711406454793175 0.66516583354677994 2.5278626252256799 118.29800831559078 93.955503452052653 7.8328976275843187 3.3644554064376306 2.6358310015639281 9.4603325199277588 2.2545581070007747 leaf_count=244 21 19 93 151 31 28 91 28 81 18 100 10 30 27 14 48 45 29 18 17 39 22 103 3444 2525 316 77 90 150 91 internal_value=-2.55914e-05 -0.0001399 -0.00470126 -0.00208231 -7.50415e-05 0.0157268 -0.00538576 -0.00104513 -0.00186273 -0.00612371 -0.018002 0.00792849 -0.00385528 -0.0125539 0.0182709 0.0164611 -0.00262525 -0.0305693 -0.0391717 -0.031153 -0.0263066 -0.0466559 -0.0393746 0.000543641 -0.00204798 -0.00332097 -0.0138081 -0.00387149 -0.0107927 -0.00180725 internal_weight=283.601 282.343 36.7963 34.198 32.6532 8.21367 24.4395 4.9991 22.301 19.4006 10.5135 8.88707 7.03854 5.85681 3.04533 7.27471 3.53678 1.61237 2.59825 1.95377 4.25603 3.475 3.18489 245.547 127.249 119.504 25.5481 17.7152 14.3507 11.7149 internal_count=8000 7979 1042 931 780 118 662 90 571 490 339 151 217 187 45 103 55 48 111 45 160 122 121 6937 3493 3249 724 408 331 241 is_linear=0 shrinkage=0.05 Tree=478 num_leaves=31 num_cat=0 split_feature=178 30 13 680 671 5 59 38 33 32 240 31 35 74 81 77 241 43 41 32 191 12 32 13 14 240 243 5 240 10 split_gain=0.330745 0.672895 0.751608 0.383478 0.426759 0.399667 0.354093 0.694955 0.616782 0.480117 0.786506 0.495434 0.467635 0.4716 0.473267 0.96905 0.925488 0.800254 0.604945 0.567333 0.543707 0.588138 0.557165 1.38482 2.37004 1.50948 1.41204 1.78005 1.34495 1.27613 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -3602.4999999999995 158.40000000000003 10797.637500000003 134550.00000000003 0.24195000000000003 0.070900000000000005 0.28298015816786154 0.53828798662166022 0.22733991573533119 0.54965259207857364 0.20025000000000001 0.014550000000000002 -2425.9999999999995 1.0000000180025095e-35 66999.750000000015 0.018450000000000005 0.36475000000000007 0.48341594150388195 1.0000000180025095e-35 -6279.9999999999991 0.27318711757575564 -2756.4999999999995 16.500000000000004 0.15587279521610639 0.046825972411343307 169033.50000000003 0.17767115123957813 -10255.999999999998 decision_type=2 2 2 8 10 2 10 10 10 10 2 10 10 10 2 8 2 8 10 10 2 2 10 2 8 2 2 2 2 2 left_child=3 2 -2 5 6 -1 12 9 -9 -8 -11 -12 13 14 15 16 -5 -17 -19 -18 22 -22 23 24 -16 -26 27 -25 -27 -28 right_child=1 -3 -4 4 -6 -7 7 8 -10 10 11 -13 -14 -15 20 17 19 18 -20 -21 21 -23 -24 26 25 28 29 -29 -30 -31 leaf_value=0.010393886874329954 0.016999138387998877 0.029631641342202121 -0.054546693712970898 -0.032618533724207706 0.030105456446414072 -0.054312554561815642 0.031351675064058643 0.0097190254328866511 -0.03907400539030767 0.023049692651088007 -0.052845486105542662 0.012174400848207034 -0.03675537933070408 0.014644713387222294 -0.047384059468728701 0.035304807422686789 -0.011468920892813202 -0.036795849959227508 0.045572075180064009 0.034352923063255644 0.019507225523310016 -0.054869291349263272 -0.0023833588887618184 -0.027792704573093203 0.024272570296151038 -0.065337004898140955 0.022027634746136341 0.016543609080075138 -0.0039389790153702489 0.00040391305124238614 leaf_weight=0.37583386217374914 0.89530238969018661 2.5775550530524924 0.62218075645068804 0.70838960296350428 1.1628692460944865 0.65373919994544849 3.3298910022713226 1.4217288129730152 1.1896010349882997 2.1070440962794241 0.74544781113945624 0.48268102857400663 0.89046196002163824 5.0685692763508987 3.0513630118803148 0.650141893533147 0.78417432791320596 2.0073840098857549 0.25076180516043667 4.8748965832128306 0.37324139825068414 0.92330847132688976 185.95814482084734 5.1174024890060519 4.8518292702501666 0.94246024824679153 19.005553553579375 4.0599732338450849 16.640544903602859 10.644210294703955 leaf_count=29 31 20 43 86 19 73 50 49 101 50 76 37 83 179 103 25 22 187 7 111 15 53 5626 109 78 17 196 52 328 145 internal_value=-2.62415e-05 0.0140801 -0.0123352 -0.00023383 -0.000120719 -0.0306922 -0.000248035 0.0093552 -0.0125088 0.0179214 0.00451237 -0.0272913 -0.000581927 -0.000460793 -0.000754314 0.0103371 0.0212591 -0.0135759 -0.0276491 0.0280034 -0.00116327 -0.0334583 -0.000995966 0.0030156 -0.00604028 -0.000417116 0.00895989 -0.00817879 -0.00722995 0.0142648 internal_weight=282.367 4.09504 1.51748 278.272 277.242 1.02957 276.079 9.27639 2.61133 6.66506 3.33517 1.22813 266.803 265.912 260.844 9.27575 6.36746 2.90829 2.25815 5.65907 251.568 1.29655 250.271 64.3133 25.4862 22.4348 38.8271 9.17738 17.583 29.6498 internal_count=8000 94 74 7906 7804 102 7785 363 150 213 163 113 7422 7339 7160 438 219 219 194 133 6722 68 6654 1028 526 423 502 161 345 341 is_linear=0 shrinkage=0.05 Tree=479 num_leaves=31 num_cat=0 split_feature=78 151 162 243 243 81 11 12 240 5 11 7 11 14 243 32 19 21 243 243 32 6 76 170 12 239 43 32 7 0 split_gain=0.332676 0.497548 1.02534 1.01799 0.865364 1.35921 0.593845 0.576418 1.03885 1.64679 1.97468 1.60938 1.41248 1.38016 1.36536 1.85074 1.08397 1.07765 1.07105 1.18551 1.04828 1.01766 1.00303 1.34008 1.13118 0.914535 1.89788 2.48244 1.93671 1.58943 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.038747289927657157 0.047222222222222207 -617.49999999999989 -1070.4999999999998 -8019.9999999999991 0.52679681487182528 126675.00000000001 -582.49999999999989 23897.250000000004 -1884.9999999999998 2.5000000000000004 0.044267817085708906 0.55032858314233424 1.0000000180025095e-35 3.5000000000000004 0.032418748203879556 0.028658003551990201 0.44940187957095928 247387.50000000003 0.033750000000000009 1.0000000180025095e-35 -9782.4999999999982 0.33742294229572678 0.048350000000000011 0.23764920978420853 29270.250000000004 106057.50000000001 decision_type=10 2 2 2 2 2 10 2 2 2 8 2 8 10 2 8 2 2 2 2 10 2 8 2 2 8 8 10 2 2 left_child=1 7 3 -3 -5 6 -6 8 9 13 11 -11 -10 14 18 21 20 -12 19 -1 -14 -16 -13 24 -24 -9 -27 -28 -29 -30 right_child=-2 2 -4 4 5 -7 -8 25 12 10 17 22 16 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 28 29 -31 leaf_value=0.040611361429043341 0.0048565874535311457 -0.033752663571945299 -0.04180061050376907 0.046289509784995568 -0.0047276350650327708 -0.039111639908471843 0.047180571147166984 -0.00070514001566477583 -0.042639230196300608 -0.054559466771912091 -0.050140733668332584 0.040133144678763832 -0.0058349156660318013 -0.042550542258757894 -0.032292561647467521 -0.046264596945557561 -0.023639791176658272 0.043969151546462582 0.034328624628615072 -0.053404437336424637 0.043073074969848101 0.021211886079082119 -0.035245431472756251 -0.045773616151167207 0.015924002921281294 0.013085756077295715 0.010413563610500961 -0.040312667581181572 0.0090394695053881684 -0.039389207163347879 leaf_weight=0.58208038940211337 31.047311779540905 0.83836423311731678 0.80051085495506402 2.6852322675549658 0.84668360988143865 1.0472623401437888 1.5776660594274288 168.85597562756084 0.82063822006239207 1.2672959042247374 3.60317365823721 1.7095897936669615 1.3698512666160221 1.1471627131977573 1.0777550672937639 1.7648884919908594 0.95284207040094759 0.33224011142738152 7.8340721099884831 0.79090980093315011 5.4727245575923007 5.0666380007169209 1.3120011361661381 1.4435567847613127 6.1096015438233806 6.9026506393183835 6.277746697363912 10.264624092204032 5.0970377361009005 2.5378006611063029 leaf_count=7 920 51 40 29 43 39 13 4166 92 90 230 38 37 87 42 133 56 3 119 62 92 65 108 95 148 258 102 534 153 148 internal_value=-2.52821e-05 -0.000630617 0.0118028 0.017937 0.0249755 0.00848949 0.0290521 -0.00103017 0.00424638 0.0003208 -0.0115113 -0.00131407 0.0197559 0.0105423 0.0141006 -0.00113568 0.0263243 -0.0421957 0.0271893 -0.0135464 0.0332819 0.011827 0.00506694 -0.00169535 0.0068782 -0.00215594 -0.0100381 -0.01664 -0.0261283 -0.0070581 internal_weight=281.436 250.389 7.79572 6.99521 6.15684 3.47161 2.42435 242.593 42.657 34.041 15.7775 11.842 8.61606 18.2635 17.1163 7.90928 7.79542 3.93541 9.20706 1.37299 6.84258 6.14439 10.5747 8.86516 7.4216 199.936 31.0799 24.1772 17.8995 7.63484 internal_count=8000 7080 215 175 124 95 56 6865 1504 1227 712 479 277 515 428 240 185 233 188 69 129 107 389 351 256 5361 1195 937 835 301 is_linear=0 shrinkage=0.05 Tree=480 num_leaves=31 num_cat=0 split_feature=14 9 78 40 107 242 50 243 14 32 107 14 13 10 11 19 61 76 13 5 44 13 12 6 0 14 240 47 12 9 split_gain=0.333023 0.888707 0.765239 0.666019 0.600054 0.724183 1.04016 0.571949 0.501507 0.761285 0.437501 1.08855 1.33481 2.47024 1.83013 1.66756 2.07744 1.56755 1.32209 1.82443 1.23335 1.01047 1.06388 0.997413 1.21119 0.987398 1.3457 1.19201 1.12887 1.35873 threshold=20.500000000000004 0.029709000000000003 2.5000000000000004 0.13015000000000002 5.5000000000000009 0.13883095238095239 0.97985000000000011 0.054656651657797754 18.500000000000004 0.48950152112027451 6.5000000000000009 9.5000000000000018 -1349.4999999999998 -12170.999999999998 -384.49999999999994 1.0000000180025095e-35 0.0023500000000000001 0.31840000000000007 -1637.4999999999998 61200.000000000007 0.057600000000000005 -890.49999999999989 -5717.4999999999991 181008.00000000003 101798.50000000001 2.5000000000000004 0.24000192003072052 1.0000000180025095e-35 -1050.4999999999998 0.0062200000000000007 decision_type=10 2 8 10 8 2 10 2 10 10 8 8 2 2 8 2 10 8 2 2 8 2 2 2 2 10 2 8 2 2 left_child=2 3 8 4 5 6 7 -2 10 -10 25 21 15 14 -14 20 18 -15 19 -17 -13 22 -12 24 -22 -1 27 -27 29 -28 right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 11 12 13 17 -16 16 -18 -19 -20 -21 23 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.00060827366406701069 -0.058375510457596175 -0.040752109643169963 -0.053249939670368597 -0.029203423909627626 -0.020851118764029269 0.030073942612764755 0.042468025881683982 0.010265145026970341 0.0014205289033451406 -0.061479404519990989 -0.03955924894497715 -0.054750623657480846 -0.054951635043257424 -0.044808578077816283 0.0035736199116190161 0.036372144264715488 0.028588162388294404 0.021844447599367038 0.030685892991854979 -0.057287632999088213 0.028371859652503856 0.041973340655702254 0.016196609842639608 0.013368102706303488 -0.043443190522964574 0.0083863889172073221 -0.052461444211114039 -0.032091074650182599 -0.025060889150373317 0.0035796705717250099 leaf_weight=161.32727042996703 0.78537338408931867 0.8388347701547908 0.68236805898777575 0.85847184245722097 0.9419570605678026 5.9900456075338298 0.74472061762935471 0.49460901957354508 1.1286812964535773 0.8383543760064639 1.007819781953003 0.73134378301983716 4.1531869379396085 1.0847437068587149 1.9690992536488918 0.60402874369174231 1.7948956865002399 4.722072995849885 0.6809610960772251 3.7353337411914254 0.89323048898950164 3.1937875129515287 5.6632508808834245 31.129639357634005 1.7131386467954142 2.3233926995526391 1.1291448083720776 8.3753092829720117 4.8212208667246186 25.677912495291821 leaf_count=4669 37 63 61 50 28 101 13 12 28 43 45 47 118 51 26 6 49 59 8 127 13 32 103 479 72 107 67 478 189 819 internal_value=-2.49513e-05 0.00864522 -0.000367857 0.0128669 0.0168992 0.0213359 -0.00451549 -0.0318515 -0.000233561 -0.0253875 -4.80606e-05 0.00359055 0.000762404 -0.0139694 -0.0361283 0.00501934 -0.0175798 0.00939331 -0.034086 -0.0442504 0.00948785 0.0188458 0.0077734 0.0108804 -0.0188314 -0.00117503 -0.00797198 -0.0233008 -0.00278682 0.00121915 internal_weight=280.034 10.654 269.38 9.81518 8.95671 8.01475 2.0247 1.27998 268.698 1.96704 266.731 63.0765 53.2117 11.9291 6.12229 41.2826 6.81522 5.80682 5.02032 4.33936 34.4674 9.86486 6.67107 33.736 2.60637 203.654 42.327 10.6987 31.6283 26.8071 internal_count=8000 304 7696 241 191 163 62 49 7635 71 7564 1235 1055 254 144 801 190 110 141 133 611 180 148 564 85 6329 1660 585 1075 886 is_linear=0 shrinkage=0.05 Tree=481 num_leaves=31 num_cat=0 split_feature=241 167 239 239 154 11 0 8 6 32 243 5 81 243 243 0 81 131 33 632 239 43 32 241 77 24 6 241 0 5 split_gain=0.332446 0.869238 0.794443 1.51723 1.57774 1.41717 1.38898 1.15972 1.37044 1.80261 1.23926 1.1363 0.88628 1.31774 1.02802 1.22109 0.944108 0.877927 1.07869 1.12183 1.1694 1.02653 0.946897 0.927157 0.964455 0.913822 0.848894 1.09598 0.819345 0.802176 threshold=43762.500000000007 1.0000000180025095e-35 0.035702131558505761 0.013646499317471902 1.0000000180025095e-35 -524.49999999999989 100324.00000000001 371250.00000000006 314550.00000000006 0.10373493510155167 0.060724961985293362 65137.500000000007 -750.49999999999989 0.039027776958557907 0.037488369942679005 106656.50000000001 -410.49999999999994 1.0000000180025095e-35 0.29784080071730007 -918.24999999999989 0.14174075174185882 0.018450000000000005 0.21617419810846583 39937.500000000007 9.5000000000000018 7.5000000000000009 96489.000000000015 11475.000000000002 108225.50000000001 90144.000000000015 decision_type=2 2 8 10 2 10 2 10 2 10 2 2 2 2 2 2 2 2 8 8 8 8 8 2 10 2 2 2 2 2 left_child=1 2 3 -1 6 7 -5 8 17 -10 11 -9 13 -13 15 -14 -16 18 29 -20 21 -21 -23 24 25 -22 -27 -28 -15 -4 right_child=-2 -3 5 4 -6 -7 -8 10 9 -11 -12 12 14 28 16 -17 -18 -19 19 20 23 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.022797618072994661 -0.00089894352382467908 0.050108640985070001 -0.0026151530369036371 0.040311573261193841 0.012320331399801368 0.034426856979810627 -0.058755515107039573 -0.037666429946461626 0.027660934558732198 -0.049463919291270093 -0.045974012823845195 0.017671059399408957 -0.054622226008856647 -0.055822915575223175 0.041990866345622754 0.016240729162449417 0.011098445607488894 0.04882188185021008 0.034499226193373256 0.026164030214505918 0.029297209476951826 -0.0052897807973154359 -0.056111413279725755 0.040263923182628988 0.050827356509366421 0.033738480299733364 0.036181594623290646 -0.046834722760920766 0.0011801637053335673 0.04005327349536314 leaf_weight=2.0983088091161326 222.0261854334185 0.97839150647632678 2.1565140354214334 0.40078468504361842 1.6553321484534533 3.7410060807596883 3.0190663106186548 1.0573459259176221 0.99038214236497779 3.2236918642811361 0.9333157250075591 4.2597778689269097 0.82189938558439779 1.2881835185617094 6.5486935773515134 2.33509058249183 3.9740318948897757 0.88685066770994936 1.3050079103850292 0.65054539125412425 0.88720965728862289 1.2999888845952225 3.1071625381882768 1.151343397068558 0.59679302410222579 0.50388465117430348 0.45881561422720585 2.9785019709961489 1.2345230083665226 2.2516622644034214 leaf_count=55 6548 8 41 7 25 39 123 57 8 98 38 131 53 72 43 44 60 8 24 10 25 23 143 24 5 14 7 213 32 22 internal_value=-2.57348e-05 0.00338792 0.00256895 -0.0129644 -0.02775 0.00485972 -0.0471455 0.00239629 -0.00564009 -0.0313382 0.0104311 0.0128774 0.0154891 0.000710885 0.0228163 -0.00220793 0.030324 0.000298927 -0.00218171 -0.00945911 -0.0143899 -0.032466 -0.0411204 -0.000488486 -0.00913701 -0.0165486 -0.026869 -0.0357536 -0.0279276 0.0191795 internal_weight=278.82 56.7941 55.8157 7.17349 5.07518 48.6422 3.41985 44.9012 22.4484 4.21407 22.4529 21.5195 20.4622 6.78248 13.6797 3.15699 10.5227 18.2343 17.3474 12.9393 11.6342 5.0577 4.40715 6.57655 5.4252 4.82841 3.9412 3.43732 2.52271 4.40818 internal_count=8000 1452 1444 210 155 1234 130 1195 665 106 530 492 435 235 200 97 103 559 551 488 464 176 166 288 264 259 234 220 104 63 is_linear=0 shrinkage=0.05 Tree=482 num_leaves=31 num_cat=0 split_feature=135 73 76 31 31 58 32 32 107 32 9 141 32 242 4 9 11 77 0 7 0 240 37 241 13 81 243 12 5 106 split_gain=0.331396 0.549577 0.731089 0.530729 1.01862 0.648591 0.6538 0.878058 1.94072 1.1544 1.07574 0.803813 0.819281 0.745773 1.11958 0.67328 0.644348 0.566757 0.477635 1.12815 1.68993 1.65448 1.75001 1.74798 1.5521 1.52257 2.05218 2.07221 2.04501 1.69207 threshold=1.0000000180025095e-35 0.011850000000000001 0.012750000000000003 0.20024914172550759 0.26037186615739477 0.043650000000000008 0.093418472625969654 0.4077849305135694 1.5000000000000002 0.45817966136926785 0.0064670000000000014 1.0000000180025095e-35 0.62039098924182789 0.14098333333333332 1.5000000000000002 0.018421500000000004 -1049.4999999999998 1.0000000180025095e-35 104195.50000000001 21912.750000000004 105543.50000000001 0.33236264476164828 0.70420000000000005 26280.000000000004 -774.49999999999989 -1269.4999999999998 0.029336580733854502 -6461.4999999999991 314550.00000000006 1.5000000000000002 decision_type=2 8 8 8 8 8 8 10 10 8 2 2 10 2 2 2 10 10 2 2 2 2 8 2 2 2 2 2 2 8 left_child=1 -1 -3 -4 -5 -6 -7 8 10 -9 -8 12 15 -14 -15 -11 -10 -17 -2 20 24 23 -23 -22 -20 26 -21 -28 -29 -30 right_child=18 2 3 4 5 6 7 9 16 11 -12 -13 13 14 -16 17 -18 -19 19 25 21 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.052016323649089161 0.0021962693296017502 0.047962591886829845 0.023195190938508161 -0.041539119665775615 -0.055004140401612424 0.028865195751361213 0.0094995135630314472 0.034700238789060887 0.027931337936070867 -0.05335174589094871 -0.057042803658063614 0.046377601797274778 0.026025962505993212 -0.043589869531663938 0.034023067718270836 -0.052370368028461414 -0.016632166870453543 0.0088169223238334354 -0.041591219084041009 0.027885346635799814 0.012635351564382695 -0.054640995488406001 0.0031361657435776654 -0.031195442388906293 0.012048588958118998 0.0041533983776946854 0.0039523030691617179 -0.040832004908417902 -0.041744390505641278 0.046404163168427146 leaf_weight=0.4148197883405399 94.447025969897368 0.99890162986412434 3.2935937946895164 1.28386808105279 0.45219018631178443 2.6313350563868907 0.81175207742490174 3.4733422298449996 2.4186392436095052 1.2012927489995493 2.4122310488019139 0.86694251652806986 2.7174817552177046 1.2324664998595833 0.7458403025229926 0.50142199162291978 1.2204650633502749 1.543226434747339 6.0438880375359076 2.9518476756475165 3.0205635683669234 1.3625463197531633 34.370974930126977 9.2113487260103266 1.735960203441208 77.577273346709262 7.2370861240688145 9.1347030701645 0.89250455990259192 1.3958586937660582 leaf_count=46 2569 14 52 62 32 27 17 47 42 93 88 9 117 131 19 45 32 49 287 114 78 94 953 345 37 1720 312 485 72 12 internal_value=-2.52262e-05 0.00511034 0.0059626 0.00439752 0.00176437 0.00426547 0.00549621 0.00228433 -0.0120401 0.0102887 -0.0402884 0.000663017 -0.00432732 0.00902464 -0.0143291 -0.0236431 0.0129858 -0.00618842 -0.000606362 -0.00231483 -0.00800607 -0.00449999 0.000933079 -0.0203718 -0.0296223 0.000883706 -0.010853 -0.016981 -0.0302433 0.0120246 internal_weight=277.601 28.2198 27.805 26.8061 23.5125 22.2286 21.7764 19.1451 6.86309 12.282 3.22398 8.80867 7.94173 4.69579 1.97831 3.24594 3.6391 2.04465 249.382 154.935 55.7453 47.9654 35.7335 12.2319 7.77985 99.1893 21.612 18.6602 11.4231 2.28836 internal_count=8000 922 876 862 810 748 716 689 179 510 105 463 454 267 150 187 74 94 7078 4509 1794 1470 1047 423 324 2715 995 881 569 84 is_linear=0 shrinkage=0.05 Tree=483 num_leaves=31 num_cat=0 split_feature=633 33 33 33 7 13 13 9 24 241 167 12 81 51 33 9 81 61 12 50 104 152 0 78 13 9 83 81 0 14 split_gain=0.326712 0.352837 0.804259 0.554067 0.42676 0.672024 0.419185 0.448699 0.385417 0.389518 0.817984 0.760364 1.90738 2.04369 2.03424 1.40128 1.16269 1.12382 1.11893 2.4633 2.45619 1.16543 1.17099 1.29764 2.12359 0.97928 0.955069 1.77404 0.870832 0.817511 threshold=-79.499999999999986 0.83328601199036678 0.80783375724491269 0.79403880647444935 16877.250000000004 -4843.4999999999991 -942.49999999999989 0.034176500000000005 2.5000000000000004 43762.500000000007 1.0000000180025095e-35 -690.49999999999989 -160.49999999999997 0.73540000000000016 0.54512896910958875 0.0067614999999999507 -1480.4999999999998 0.0037500000000000003 -1087.9999999999998 0.98235000000000017 1.0000000180025095e-35 1.0000000180025095e-35 100415.50000000001 1.0000000180025095e-35 -1051.4999999999998 0.0081490000000000017 1.0000000180025095e-35 -283.49999999999994 101487.50000000001 4.5000000000000009 decision_type=10 10 10 10 2 2 2 2 2 2 2 2 2 10 10 2 2 8 2 8 10 2 2 10 2 2 2 2 2 10 left_child=1 2 3 8 -5 -6 7 -3 -1 10 -10 18 14 -14 16 -16 25 29 21 -20 28 22 23 24 -11 -13 27 -19 -21 -18 right_child=-2 6 -4 4 5 -7 -8 -9 9 11 -12 12 13 -15 15 -17 17 26 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.035416784587591399 0.025450278449386833 -0.051311571355762434 -0.05203977497644903 0.042462274450870509 0.050925961075177266 -0.052029799990565243 0.049164425228780444 0.042694268609183142 0.002560040489979749 -0.061331367209377853 0.049757496938019084 0.024963425277520334 -0.043322399935674903 0.021964504250708103 0.035300446855358929 -0.049940207830060604 -0.053597442566450784 -0.048667509648401719 0.015248862078783273 -0.0024569614809881305 0.049195730512687913 -0.046953280439817321 -0.00050852423202455029 0.024139029069965508 0.019429637675077542 -0.045280579021147863 0.032370469801286023 0.042792139808481788 -0.055442954541916049 0.026171959137745122 leaf_weight=0.75256702769547601 1.2527286168187846 0.28266230510689638 0.74801632451999367 1.3292011223384168 0.28114061703672621 0.36333384653335088 0.77527018485125043 0.23040502367075533 53.322530818106316 2.8292739736571093 0.93409183411858876 0.84150232444517969 3.4084234536567228 1.848898288211785 0.64427854640234672 1.9157981484167974 0.77860029015574272 1.0807422011566816 3.5180188165832051 0.91773467994062308 0.743386985734105 1.4027936799902807 173.0066098789739 1.0613540045887928 1.1427214763971272 1.2090488962858215 13.066829312549077 1.0408328815829104 5.0015390913249576 0.54672484460752457 leaf_count=12 24 54 123 24 4 64 6 7 1379 150 8 12 95 42 22 149 40 48 83 22 6 54 5125 23 22 60 122 7 197 16 internal_value=-2.60859e-05 -0.00014213 -0.000264993 -0.000123124 0.0262728 -0.00711717 0.0259628 -0.00909602 -0.000315354 -0.000414854 0.0033726 -0.00136619 0.00658704 -0.0203623 0.013294 -0.0284882 0.019056 0.0234653 -0.0024727 -0.0185977 -0.0364694 -0.00155785 -0.00120017 -0.0249735 -0.0380969 -0.0164539 0.0273183 -0.00379792 -0.0472279 -0.0206909 internal_weight=276.277 275.024 273.736 272.988 1.97368 0.644474 1.28834 0.513067 271.014 270.262 54.2566 216.005 26.3817 5.25732 21.1244 2.56008 18.5643 16.5137 189.623 10.1807 6.66266 179.443 178.04 5.03335 3.972 2.05055 15.1884 2.12158 5.91927 1.32533 internal_count=8000 7976 7909 7786 92 68 67 61 7694 7682 1387 6295 613 137 476 171 305 233 5682 308 225 5374 5320 195 172 72 177 55 219 56 is_linear=0 shrinkage=0.05 Tree=484 num_leaves=31 num_cat=0 split_feature=9 135 5 107 132 61 7 36 26 13 31 31 6 5 158 239 12 77 77 123 10 241 11 13 129 241 33 242 7 106 split_gain=0.32078 0.337301 0.521279 0.838735 0.838477 0.645806 0.621247 0.5487 0.519338 0.903181 0.552913 0.841009 0.744875 0.506277 1.45162 1.5087 1.49204 1.34435 1.0274 1.01797 1.66972 1.17047 1.0153 0.913356 0.866638 0.884669 1.50334 1.43656 0.773117 1.18875 threshold=0.0013750000000000001 1.0000000180025095e-35 106875.00000000001 3.5000000000000004 1.0000000180025095e-35 0.0040500000000000006 20331.000000000004 0.98635000000000017 1.0000000180025095e-35 -502.49999999999994 0.20024914172550759 0.26694003402844496 170820.00000000003 88425.000000000015 1.0000000180025095e-35 0.13637311278903999 -905.49999999999989 6.5000000000000009 11.500000000000002 1.0000000180025095e-35 -20596.499999999996 26280.000000000004 -1588.4999999999998 -4293.4999999999991 1.0000000180025095e-35 30187.500000000004 0.31937944545855451 0.11421770833333332 13727.250000000002 2.5000000000000004 decision_type=2 2 2 8 2 10 2 10 2 2 8 8 2 2 2 8 2 10 8 2 2 2 10 2 2 2 8 2 2 10 left_child=-1 2 3 4 -2 8 7 -7 10 -10 -4 -12 -13 14 15 16 22 -16 28 20 -17 23 -3 -21 25 -24 -27 -28 -15 -30 right_child=1 13 5 -5 -6 6 -8 -9 9 -11 11 12 -14 18 17 19 -18 -19 -20 21 -22 -23 24 -25 -26 26 27 -29 29 -31 leaf_value=0.02458085801981276 0.01337620487303523 -0.055763181490238969 0.035077426852123089 -0.042618817220882767 -0.053517277565965395 -0.030860077528575947 -0.043335131756175461 0.043364150657504798 -0.057644579337925307 0.029405123870057628 -0.044723685185801942 -0.052963742005735295 0.013955055676941606 -0.010510326841494061 -0.042967074948630522 0.016410548159347931 -0.058048108222415844 0.039579181247967797 -0.055114503231065648 0.037563707708269681 -0.041268749991659512 0.039517985755853129 0.028564377973505247 -0.05446777622324861 -0.040748803458090913 0.043444385218100012 0.027501536249222899 -0.056877773071523197 -0.00011472425071626061 -0.059648850897189645 leaf_weight=1.3180948526132841 3.0688497894734641 0.72374048858182405 2.4959511163178929 1.3820414719230028 0.55283957562642161 0.44494816091719191 1.1255429219563664 0.56536823452915996 0.69894462432421278 0.51941189914941677 0.6774658804206436 0.42731197686225542 15.490406520104441 20.814550556380709 2.5218092070426787 7.6261899037708698 1.2235630929935783 0.61316977255046357 0.89228017821733274 0.46324005373753607 1.5017966076411502 6.6320984484336805 3.7482464441563925 0.64491258175985311 0.87823612013016816 1.0258424421772363 0.74848440196365151 1.5469336828100493 193.90601127509763 0.84213532920330081 leaf_count=25 110 28 28 70 35 30 107 13 39 8 38 34 405 864 134 223 38 10 51 12 88 88 71 36 25 9 14 78 5241 48 internal_value=-2.60583e-05 -0.000144517 0.00511293 -0.0094805 0.00316512 0.00836624 -0.0177867 0.0106754 0.0111166 -0.0205334 0.0131365 0.00983651 0.0121586 -0.000730311 0.00536851 0.0091392 -0.00636065 -0.0268219 -0.00157272 0.0182315 0.00692077 0.0315702 0.000932552 -0.0159959 0.0060954 0.0119148 -0.00687527 -0.0293636 -0.0013511 -0.000372163 internal_weight=275.12 273.802 27.4491 5.00373 3.62169 22.4454 2.13586 1.01032 20.3095 1.21836 19.0911 16.5952 15.9177 246.353 29.8983 26.7633 9.89505 3.13498 216.455 16.8682 9.12799 7.74025 8.67148 1.10815 7.94774 7.06951 3.32126 2.29542 215.563 194.748 internal_count=8000 7975 917 215 145 702 150 43 552 47 505 477 439 7058 854 710 263 144 6204 447 311 136 225 48 197 172 101 92 6153 5289 is_linear=0 shrinkage=0.05 Tree=485 num_leaves=31 num_cat=0 split_feature=238 657 43 721 13 720 613 59 10 38 33 32 240 31 7 36 71 58 38 12 0 242 240 71 107 38 33 106 625 135 split_gain=0.317989 0.366424 0.360295 0.329612 0.674392 0.660025 0.568119 0.345239 0.60213 0.613121 0.639097 0.486343 0.651973 0.484631 0.466389 0.463115 0.426427 1.07277 0.666982 0.532356 0.530923 0.465659 0.766104 2.07575 1.42375 1.3677 1.35106 0.889233 0.777691 0.804134 threshold=1.0000000180025095e-35 22736.250000000004 0.021350000000000004 6.5000000000000009 -525.49999999999989 1.5000000000000002 12.500000000000002 0.24195000000000003 -22540.999999999996 0.070900000000000005 0.28298015816786154 0.53828798662166022 0.22733991573533119 0.54965259207857364 13434.750000000002 0.98285000000000011 0.13115000000000002 0.063850000000000004 0.015650000000000001 -9782.4999999999982 100138.50000000001 0.049040028490028455 0.6792592773878654 0.05945000000000001 1.5000000000000002 0.044950000000000011 0.47135472953930685 2.5000000000000004 10683.540000000003 1.0000000180025095e-35 decision_type=2 10 8 10 2 10 8 10 2 10 10 10 2 10 2 8 10 8 8 2 2 2 2 10 8 10 10 10 10 2 left_child=1 3 -2 5 6 7 -5 16 -9 11 -11 -10 15 -14 -12 -13 21 -18 -19 -20 -21 -1 27 24 26 28 -24 -23 29 -26 right_child=2 -3 -4 4 -6 -7 -8 8 9 10 14 12 13 -15 -16 -17 17 18 19 20 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.015185034628578953 0.039580623162029184 0.032805450794261191 -0.0033173015088844289 0.023732837809586457 0.037687671392987461 0.039992024553175048 -0.055642540145470466 -0.053369297357921522 0.034364142736325556 0.014035375986024662 0.030288733039270196 0.044327992538907277 -0.052657228404403011 0.014697022063946361 -0.052451016064374058 -0.0037337874954987515 0.037984648029781132 0.013845524131145166 0.013720746510622642 0.050740666578709626 -0.054222917987373213 0.00028371346156236569 0.010843841329590204 0.024675488007670776 -0.0073226120149767933 0.030272053310173991 -0.052453250992747703 -0.046987814829612118 0.013348226675956192 -0.054227792855255356 leaf_weight=4.727811933909833 1.0711038747103871 0.83979469060432066 0.90137796292401628 0.28683884748897981 0.36901836580363934 1.0209233458444931 1.0529319102879524 0.36773819438530964 3.0966421609919035 1.352540336258244 0.20940203417558201 1.1394768063910312 0.64130822339211568 0.45765447709709406 0.9125118748343084 0.89482870779465873 0.74838029605598322 0.74894489547295995 0.40266176166187539 0.12740236957324702 2.2154399081446172 232.90366410735624 4.6066990375111354 3.2657766138545403 1.1084580603783267 0.75045445072464634 1.0318728984457264 0.99911520040040969 0.60515996993399301 5.2018855111746225 leaf_count=142 15 17 39 18 12 25 74 36 44 44 9 12 68 34 84 34 19 26 24 2 165 6226 132 102 59 16 138 52 19 313 internal_value=-2.5995e-05 -0.000171009 0.0199773 -0.000273106 -0.0221636 -0.000134327 -0.0386486 -0.000286891 0.00930077 0.0119484 -0.00910756 0.0203116 0.00642341 -0.0246081 -0.0370079 0.0231871 -0.000622148 -0.0163433 -0.0279783 -0.0393874 -0.0485151 -0.000360776 -0.000654212 -0.0110435 -0.0198112 -0.0338389 -0.000739686 8.17932e-05 -0.0407961 -0.0459886 internal_weight=274.058 272.085 1.97248 271.246 1.70879 269.537 1.33977 268.516 9.0721 8.70436 2.47445 6.22991 3.13327 1.09896 1.12191 2.03431 259.444 4.24283 3.49445 2.7455 2.34284 255.201 250.473 16.5703 13.3045 7.66596 5.63857 233.903 6.9155 6.31034 internal_count=8000 7946 54 7929 104 7825 92 7800 365 329 137 192 148 102 93 46 7435 236 217 191 167 7199 7057 779 677 407 270 6278 391 372 is_linear=0 shrinkage=0.05 Tree=486 num_leaves=31 num_cat=0 split_feature=33 12 9 613 76 11 14 13 81 234 43 81 32 240 154 107 9 9 239 5 32 14 0 239 243 9 242 242 85 32 split_gain=0.308361 0.664864 1.03464 1.28432 1.44321 1.01493 1.22018 0.875154 0.890656 1.01491 1.23038 0.968483 1.4642 0.945204 0.873461 1.14975 1.45483 0.999247 1.57511 0.964837 0.953077 1.12059 0.913291 0.849779 1.45809 0.705653 1.64017 0.752648 0.661481 0.971294 threshold=0.32885910741650776 -5241.4999999999991 0.029709000000000003 11.500000000000002 0.058250000000000003 -1523.4999999999998 15.500000000000002 -420.49999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.015450000000000002 -248.49999999999997 0.30762483859168338 0.34996421186575472 1.0000000180025095e-35 1.0000000180025095e-35 0.014870499999999951 0.014870499999999951 0.15104021690038336 134550.00000000003 0.26535864083007171 10.500000000000002 106010.50000000001 0.095194516595989806 0.054499069677977657 0.019394999999999954 0.16510454545454548 0.085782142857142862 1.0000000180025095e-35 0.70381627145778103 decision_type=8 2 2 10 8 10 8 2 2 2 8 2 10 2 2 10 2 2 8 2 8 8 2 8 2 2 2 2 2 10 left_child=1 2 5 4 -4 6 -1 8 9 11 -11 14 -13 -10 15 16 -3 18 19 -17 -19 -22 -16 -23 -25 26 27 -8 -2 -30 right_child=28 7 3 -5 -6 -7 25 -9 13 10 -12 12 -14 -15 22 17 -18 20 -20 -21 21 23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.054131279753387988 -0.00075144144051943857 0.0053655811642292946 0.029864864830512601 0.048747605193707702 -0.057476815452908461 0.023926273692705044 0.0031526313875068312 0.024381148409552626 0.026272222593014174 0.026339382623012227 -0.045871664306088855 0.0076953073482914115 -0.05417311773198033 -0.011137550805150574 0.034282861170252622 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40 50 45 53 28 39 17 50 59 56 95 20 internal_value=-2.63711e-05 0.00290038 0.00963764 -0.0178692 -0.0339962 0.0135946 0.00177368 -0.000743933 -0.00272602 -0.00620372 -0.0311467 -0.00315314 -0.0264873 0.0129972 0.00033918 -0.00422415 -0.0272057 0.00180814 -0.014826 -0.0381535 0.0109526 0.00323745 0.0188551 0.0107124 -0.0144813 0.00740505 -0.00155376 -0.0349783 -0.000990434 -0.0346586 internal_weight=273.217 67.6977 23.7643 2.98865 2.40616 20.7757 9.68951 43.9333 40.7209 33.3455 3.6338 29.7117 3.86792 7.37543 25.8437 20.7338 4.31078 16.423 5.82576 3.22743 10.5973 8.37902 5.10993 7.17924 2.28278 8.80279 6.28551 2.3172 205.52 1.44859 internal_count=8000 1254 473 107 102 366 223 781 734 643 119 524 82 91 442 380 90 290 115 75 175 154 62 109 56 182 132 73 6746 115 is_linear=0 shrinkage=0.05 Tree=487 num_leaves=31 num_cat=0 split_feature=219 14 9 40 107 242 32 12 0 21 116 19 77 13 13 240 11 241 0 24 614 241 243 239 10 12 32 239 7 106 split_gain=0.308589 0.345892 0.80998 0.612996 0.516242 0.644985 0.937625 0.444242 0.437247 0.514466 0.433399 1.36441 1.71141 1.52321 1.51663 1.89508 1.63865 2.02961 1.39388 1.25459 1.33088 1.21373 1.14141 1.02665 0.98362 1.35222 0.917596 1.04592 0.868765 0.778963 threshold=1.0000000180025095e-35 20.500000000000004 0.029709000000000003 0.13015000000000002 5.5000000000000009 0.13883095238095239 0.4077849305135694 -931.49999999999989 104451.50000000001 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 -4234.4999999999991 -2446.4999999999995 0.69844214172296459 -235.99999999999997 132525.00000000003 101882.50000000001 5.5000000000000009 12.250000000000002 165300.00000000003 0.091707642725598518 0.028334358134188702 -12399.499999999998 -9858.9999999999982 0.49926932004494423 0.079299881296818267 30570.750000000004 1.5000000000000002 decision_type=2 10 2 10 8 2 8 2 2 2 2 2 8 2 2 2 8 2 2 2 10 2 2 8 2 2 10 8 2 8 left_child=1 10 3 4 5 6 -3 -8 -7 -10 11 13 22 19 18 16 17 -16 -15 -1 21 -21 -13 -20 25 -14 27 -25 -29 -12 right_child=-2 2 -4 -5 -6 8 7 -9 9 -11 29 12 24 14 15 -17 -18 -19 23 20 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.051796695794645048 0.021835537046450817 -0.058873137695202263 -0.039288823954559085 -0.027880795504620415 -0.01865388224676319 0.04041187371333449 -0.013526892348086118 0.043587579672145021 -0.013038003857051981 0.036249604086540835 -0.0013506880765543454 -0.055680384028236787 0.030897532500617747 -0.03310641774478465 -0.045138115945845492 0.034077406848249482 0.014094363198393961 0.014658304211353768 -0.03551256048363674 -0.049556806097078909 0.037716684932722337 0.030337788434269677 0.013401752223787023 0.02836385380341452 0.022240849250377694 -0.054538487215029054 0.032907110532700172 -0.037056456239676676 0.026231772750497945 0.0055230846777566721 leaf_weight=0.4990150853991463 1.6046144973370235 0.55052113861892649 0.80335432048013977 0.83417561085298153 0.90595462912460867 3.5730715359968599 0.61086871509905893 0.76912469806848105 1.0531575052009432 1.0646861642599104 162.39549748128502 3.7160061115573599 0.70261577819474075 1.3903549557726353 5.579096163266513 2.1485595173435277 2.9461155868048134 1.9031314520107114 0.80413803871487921 4.1124247758998536 0.6190779071257565 0.53749414146295738 0.71258654617122363 2.5640003363369042 2.2801664908183747 1.3587721611402228 8.2900288010496279 1.7152554017957302 0.79291038471274067 55.234610062059801 leaf_count=3 28 21 63 49 27 44 27 14 37 19 5045 247 16 58 234 44 50 47 26 275 14 17 30 33 39 88 163 61 19 1162 internal_value=-2.64889e-05 -0.000156191 0.00889218 0.0130268 0.0170285 0.02127 -0.00370356 0.0183053 0.0297418 0.01174 -0.000509534 -0.00511703 -0.0226954 -0.000569598 0.00422929 -0.00868197 -0.0174917 -0.0299287 0.0146675 -0.0239763 -0.0311526 -0.0403216 -0.0445647 0.0193562 -0.000387752 -0.025418 0.0226583 0.00590736 -0.017049 0.000393878 internal_weight=272.071 270.467 10.1649 9.36156 8.52738 7.62143 1.93051 1.37999 5.69092 2.11784 260.302 42.6717 8.77015 33.9016 28.1336 12.5769 10.4283 7.48223 15.5567 5.76801 5.269 4.64992 4.42859 14.1663 4.34155 2.06139 13.3622 5.07217 2.50817 217.63 internal_count=8000 7972 301 238 189 162 62 41 100 56 7671 1464 420 1044 735 375 331 281 360 309 306 292 277 302 143 104 276 113 80 6207 is_linear=0 shrinkage=0.05 Tree=488 num_leaves=31 num_cat=0 split_feature=10 132 0 10 24 43 8 36 10 32 12 13 243 7 33 240 8 240 12 107 1 32 10 11 24 81 6 241 31 32 split_gain=0.304145 0.558984 0.430099 0.37735 0.817535 1.10091 0.591192 0.488706 0.449412 1.04738 1.11716 1.10574 1.47875 2.32107 1.61471 1.05434 0.842742 0.833712 0.802528 0.773191 0.766904 1.17929 0.555116 1.83852 1.40331 1.84772 1.56892 1.41753 1.25119 1.15851 threshold=-24357.999999999996 1.0000000180025095e-35 102607.00000000001 -23125.999999999996 14.500000000000002 0.019250000000000003 852750.00000000012 0.98885000000000012 -21535.999999999996 0.29670681508118335 -4349.9999999999991 -4103.4999999999991 0.060429285714285706 36400.500000000007 0.39535748868774395 0.31649212066111848 452250.00000000006 0.49558606949658707 -12376.499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.68520441149041478 -19416.499999999996 -946.99999999999989 8.5000000000000018 -2013.9999999999998 521640.00000000006 208500.00000000003 0.48292600015448356 0.23764920978420853 decision_type=2 2 2 2 2 8 10 10 2 8 2 2 2 2 8 2 10 2 2 10 2 8 2 10 2 2 2 2 8 8 left_child=1 2 -1 4 5 -2 7 -7 9 10 16 12 13 14 -11 -13 -5 -17 -10 -15 -14 -22 23 24 26 -26 -20 28 -27 -30 right_child=3 -3 -4 8 -6 6 -8 -9 18 11 -12 15 20 19 -16 17 -18 -19 22 -21 21 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=0.026793314963830417 0.028076193247459968 0.041261220106292011 -0.035183757006152026 0.022496936100768198 0.021881840982270643 -0.054923546274984907 0.010966655871813476 0.019374538398706752 -0.052582571430324632 0.012366962530342616 -0.061786242364272326 0.034445970524937468 0.047602313256316871 0.042953309406805272 -0.056707315827379617 -0.054988644967410828 -0.038859533241243541 0.022960896138194447 -0.042652249540015577 -0.022643759884360737 -0.054255515343443174 0.047142701855250928 0.00047170789378425318 0.016864568248064246 0.015078786686186117 0.031052427778692205 0.026402793860448765 0.028514010852331323 -0.011905658532211314 -0.047861226880937448 leaf_weight=0.50634202302899123 0.78370532023836803 1.2251392135513015 0.626019648007059 1.5570359419798485 1.2309141437290234 2.3491604689661481 0.50996806622788415 0.24434724359889504 0.7381674363205083 1.2055871988595788 1.0254692460875983 6.4809690008114531 1.9879768318496644 1.7634294530143964 2.8370697398750053 0.6481135734284178 0.87367163956514549 0.72871578529884573 1.0774860562378368 0.60276901447286935 0.57557218247529807 0.57143456686026195 215.32115092330787 6.109870613039674 2.8436909111151207 0.69398410862776572 3.4760618840400639 0.97675261255062729 3.0741181193152434 8.2596257821096515 leaf_count=18 31 14 64 38 48 206 23 12 112 38 32 89 25 24 196 40 30 28 54 55 37 9 5872 124 119 13 51 39 56 503 internal_value=-2.64554e-05 0.0178543 -0.00747035 -0.000183426 -0.0136299 -0.0248751 -0.0382466 -0.0479236 7.78232e-05 0.00712063 -0.0180204 0.012114 0.000677538 -0.0130877 -0.0361082 0.0260043 0.000443519 -0.0137322 -0.000527763 0.026243 0.0288178 -0.00373929 -0.000368872 -0.00719587 -0.0144014 -0.0214305 0.0100626 -0.029414 -0.0341183 -0.0381088 internal_weight=270.904 2.3575 1.13236 268.547 5.1181 3.88718 3.10348 2.59351 263.429 20.8578 3.45618 17.4016 9.54384 6.40886 4.04266 7.8578 2.43071 1.37683 242.571 2.3662 3.13498 1.14701 241.833 26.5116 20.4017 15.8482 4.55355 13.0045 12.0277 11.3337 internal_count=8000 96 82 7904 320 272 241 218 7584 641 100 541 384 313 234 157 68 68 6943 79 71 46 6831 959 835 730 105 611 572 559 is_linear=0 shrinkage=0.05 Tree=489 num_leaves=31 num_cat=0 split_feature=78 151 162 243 243 81 12 6 8 9 76 61 12 31 240 107 242 8 163 106 33 32 61 14 1 32 19 81 57 33 split_gain=0.308994 0.471375 0.920483 0.911964 0.800056 1.19979 0.523499 1.01848 1.15593 1.04443 1.12704 1.09492 0.838904 1.46573 1.99903 1.80676 1.76922 1.66032 1.78691 1.58134 1.43287 1.80351 1.99764 1.8949 1.89202 2.13745 1.82297 1.74843 1.57732 1.57181 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.038747289927657157 0.047222222222222207 -617.49999999999989 -8019.9999999999991 1013080.5000000001 1316250.0000000002 0.031042000000000004 0.17015000000000002 0.012950000000000001 -2575.4999999999995 0.33227132442461665 0.30009380863039409 7.5000000000000009 0.10122239382239381 888750.00000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.34171764924473197 0.52475213777949481 0.012250000000000002 20.500000000000004 1.0000000180025095e-35 0.52255391032270349 1.0000000180025095e-35 -1862.4999999999998 0.018850000000000002 0.42149030819906586 decision_type=10 2 2 2 2 2 2 2 8 2 10 10 2 8 2 8 2 8 2 10 8 10 10 10 2 8 2 2 8 10 left_child=1 6 3 -3 -5 -6 7 9 -9 11 -11 -1 13 14 15 -8 -16 20 19 -19 -15 22 24 27 26 29 -22 -23 -29 -26 right_child=-2 2 -4 4 5 -7 12 8 -10 10 -12 -13 -14 17 16 -17 -18 18 -20 -21 21 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.010781308859456993 0.0047621777835342785 -0.032219421848197129 -0.040632994948735013 0.045632858295330612 0.028365360763144672 -0.037504128267033893 -0.032791189692749093 -0.045426962928312782 0.012857789959940281 -0.052804980480249779 0.026845726489040257 -0.028760073906064221 0.0015859320453652525 0.00081749326962205675 -0.02276809845591677 0.02979963996186652 0.025371588043864635 0.018195497650265267 -0.044115108575141476 -0.053237131034521094 0.0047195313664509598 -0.00093014328045906897 0.022626245947089285 0.029098518634047294 -0.04984039645168007 0.043233919746154266 -0.049330279661098243 0.0037089919046562796 -0.047616775996839417 -0.015891415670190274 leaf_weight=32.867415944980166 29.940186463148166 0.80139961995882814 0.75091162659737154 2.5536675493349321 2.2647655649343506 0.99505212108488228 4.5238747554249157 2.0759634745336366 1.4412569020205408 1.4209279945325755 0.64604679279364052 1.8492310381479899 85.429343822448573 18.994714633474359 2.2805432770983307 1.547326344065368 11.702461234584915 12.079785790683667 1.4957934602280154 0.82786696223047407 14.225386518068261 3.4437891189700194 4.4712482871836974 1.3420691244318721 6.2202872876077873 1.0361830789697712 1.752172550273827 1.7210679122326844 11.491702733444981 7.5450869527921895 leaf_count=868 920 51 40 29 56 39 130 175 69 206 44 142 2072 357 97 21 145 402 97 94 216 215 85 45 172 9 56 99 761 288 internal_value=-2.70943e-05 -0.000625065 0.0118278 0.0177831 0.024676 0.00825885 -0.0010197 0.0041614 -0.0215435 0.00661928 -0.0279096 0.00867508 -0.00210647 -0.00506276 0.00711835 -0.0168391 0.0175203 -0.00788203 0.00761883 0.013614 -0.0109725 -0.0151782 -0.00860291 -0.0280558 -0.0131395 -0.0260193 -0.00120782 -0.0326609 -0.0409312 -0.0312323 internal_weight=269.738 239.797 7.3658 6.61488 5.81349 3.25982 232.432 40.3008 3.51722 36.7836 2.06697 34.7166 192.131 106.701 20.0542 6.0712 13.983 86.6472 14.4034 12.9077 72.2437 53.249 35.2504 17.9986 30.7791 14.8016 15.9776 16.6566 13.2128 13.7654 internal_count=8000 7080 215 175 124 95 6865 1504 244 1260 250 1010 5361 3289 393 151 242 2896 593 496 2303 1946 826 1120 741 469 272 1075 860 460 is_linear=0 shrinkage=0.05 Tree=490 num_leaves=31 num_cat=0 split_feature=33 33 33 7 13 63 242 136 0 34 76 0 77 13 33 164 58 37 20 12 77 243 243 243 38 83 44 239 13 52 split_gain=0.299918 0.743553 0.506637 0.396726 0.608994 0.365139 1.25118 1.428 1.01754 1.87612 1.95304 1.75341 1.72979 1.48134 1.24385 1.18099 1.57886 1.161 1.06982 1.05453 1.17598 1.02602 0.992722 1.36269 0.969608 0.935988 0.917882 0.912856 0.876489 0.855308 threshold=0.83328601199036678 0.80783375724491269 0.79403880647444935 16877.250000000004 -4843.4999999999991 0.10065 0.26421388888888891 1.0000000180025095e-35 105308.50000000001 0.062050000000000001 0.060250000000000005 106614.50000000001 5.5000000000000009 -1848.4999999999998 0.56649360908440927 1.0000000180025095e-35 0.055550000000000009 0.80620000000000014 1.0000000180025095e-35 -9202.9999999999982 2.5000000000000004 0.027499609647071304 0.027726253651411851 0.028658003551990201 0.0086500000000000014 1.0000000180025095e-35 0.020000000000000004 0.22061272937564155 -2257.4999999999995 0.014250000000000002 decision_type=10 10 10 2 2 8 2 2 2 8 8 2 8 2 8 2 10 8 2 2 10 2 2 2 8 2 10 10 2 8 left_child=1 2 5 -4 -5 6 8 27 9 14 -11 13 15 -10 25 18 -17 28 19 26 -21 -16 -7 -24 -15 -1 -13 -8 -12 -25 right_child=-2 -3 3 4 -6 22 7 -9 11 10 17 12 -14 24 21 16 -18 -19 -20 20 -22 -23 23 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.029437440682407563 0.024543843431700914 -0.051922769939838326 0.041860650855129578 0.050632138874357316 -0.051869905351476779 -0.035850532745141397 -0.054151445488690109 0.029025362757226641 0.033464151033195631 -0.056820550193075851 -0.025405371526208677 0.031474452801068385 0.03796406898326752 0.016252386294646481 0.047345385914936484 0.027009506797516038 -0.054692131173439795 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5121 internal_value=-2.85441e-05 -0.000142316 -7.84397e-06 0.0260376 -0.00776914 -0.000190475 -0.00405692 -0.0275563 -0.00137367 -0.0104402 -0.0247556 0.00492814 -0.00437443 0.0228681 0.0075061 -0.0102795 0.0126857 -0.00976184 -0.0187488 -0.024516 -0.0339513 -0.0231081 0.0007024 0.00101847 -0.0160987 0.0200447 0.00415353 -0.0399672 0.00625433 0.000635865 internal_weight=268.202 266.966 266.274 1.85412 0.591132 264.42 49.6067 5.08381 44.5229 18.2566 10.1557 26.2663 17.2971 8.96922 8.10095 15.1799 4.08987 6.91988 11.09 9.74592 7.33269 2.35383 214.813 212.972 1.91753 5.74712 2.41323 4.1693 4.29388 211.041 internal_count=8000 7932 7809 92 68 7717 2215 338 1877 842 532 1035 810 225 310 766 131 348 635 594 494 160 5502 5324 76 150 100 313 175 5301 is_linear=0 shrinkage=0.05 Tree=491 num_leaves=31 num_cat=0 split_feature=9 9 32 164 12 8 106 13 6 105 30 30 33 21 50 10 126 107 242 243 32 142 17 29 24 76 13 14 198 33 split_gain=0.299867 0.33422 1.7419 1.79105 1.57224 1.66171 1.39051 1.51393 1.30523 1.27222 1.58166 1.5738 1.23554 1.23246 1.22184 1.92727 1.19209 1.17383 1.07465 1.07021 1.05909 1.33766 1.24305 1.67747 1.72997 1.27334 1.17923 1.39885 1.3951 1.14367 threshold=0.0013750000000000001 0.010599500000000001 0.6255579431651489 1.0000000180025095e-35 -5062.9999999999991 677250.00000000012 1.5000000000000002 -551.99999999999989 307845.00000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.6049744322639975 3.5000000000000004 0.99925000000000008 -19416.499999999996 1.0000000180025095e-35 2.5000000000000004 0.11095648148148146 0.067090814308540567 0.51361382126781552 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 0.15850000000000003 -1203.4999999999998 7.5000000000000009 1.0000000180025095e-35 0.76687838736295422 decision_type=2 2 10 2 2 10 8 2 2 8 2 2 8 2 8 2 2 10 2 2 10 2 2 2 2 10 2 8 2 10 left_child=-1 2 4 14 5 9 7 12 -8 10 -2 -11 -6 -7 17 -16 20 -4 -12 -18 -3 22 26 25 -25 -24 28 -28 29 -22 right_child=1 16 3 -5 6 13 8 -9 -10 11 18 -13 -14 -15 15 -17 19 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.024038191344005325 0.019693365466648068 0.004779371081554201 0.0081211850960234803 -0.034908292762719638 -0.018636634363582115 -0.04362335615341939 -0.033391630744434929 0.018467886973921859 0.0096653908242537757 -0.047587404578383598 0.018957488613578408 0.01873211126323223 -0.048474329461893007 0.031187883301629884 -0.052604435828171398 0.033106772811274637 -0.040413060423312129 -0.053560370648651302 -0.057101975675582395 0.0065863650840803272 0.0037120349328752613 0.028178229530882861 -0.048873297987684403 -0.031391654559975772 0.028817646323199615 0.013012818219135615 0.019291952875215623 -0.026772689116236904 -0.055916121655703747 -0.052126337529868561 leaf_weight=1.2880138501059253 14.81276574699951 109.38108759268289 4.5209141688246737 1.8924837765225682 17.416411947255259 2.8158488824465162 2.2050141381041604 2.254012437741042 8.7232079759414756 2.0417995468596919 0.75175989673880472 1.5920689140039033 4.3325766172411013 0.68431945896008972 0.7058237029777964 9.2638258804290654 3.2180667052452909 0.9299864135464303 1.2149796699814031 1.942261379183037 48.929010463029037 3.3017200846807091 4.8187022152487753 2.1719030873391603 2.6470812793777441 1.0044410888076525 2.076821171351189 7.9829483591165635 1.0374473317351647 0.93452771168813242 leaf_count=25 313 2101 283 110 447 149 64 45 132 102 20 34 277 10 69 182 126 81 51 56 1956 57 340 131 78 59 85 335 108 174 internal_value=-2.88857e-05 -0.000145596 -0.002943 0.0109979 -0.00704463 0.00283319 -0.0138069 -0.0205381 0.00097767 0.00829093 0.0140998 -0.0185315 -0.0245805 -0.028997 0.0166317 0.0270387 0.000978967 -0.0024024 -0.0280293 -0.0227233 0.00164267 -0.00293776 -0.00437257 -0.02014 0.00168148 -0.0381985 -0.00162 -0.0172627 0.00147154 0.00266553 internal_weight=266.892 265.604 76.1578 17.313 58.8448 23.9135 34.9312 24.003 10.9282 20.4134 16.7795 3.63387 21.749 3.50017 15.4206 9.96965 189.446 5.4509 1.96674 5.16033 184.286 74.9046 71.6029 10.6421 4.81898 5.82314 60.9608 10.0598 50.901 49.8635 internal_count=8000 7975 2369 725 1644 679 965 769 196 520 384 136 724 159 615 251 5606 364 71 182 5424 3323 3266 608 209 399 2658 420 2238 2130 is_linear=0 shrinkage=0.05 Tree=492 num_leaves=31 num_cat=0 split_feature=178 5 240 680 671 5 131 33 33 207 129 31 239 81 33 9 28 40 239 33 6 243 33 130 12 72 158 31 9 76 split_gain=0.298912 0.681643 0.443186 0.337517 0.370835 0.355574 0.349697 0.886339 0.633028 0.578712 1.07251 1.2566 1.19537 1.15476 1.33957 1.25209 1.25196 1.12589 1.05319 1.334 0.887628 0.884464 0.874494 1.23418 0.788865 1.60645 1.54282 1.35616 1.31916 1.35114 threshold=1.0000000180025095e-35 178875.00000000003 0.24978741572392746 158.40000000000003 10797.637500000003 134550.00000000003 1.0000000180025095e-35 0.64219691080251862 0.56294776606265007 1.0000000180025095e-35 1.0000000180025095e-35 0.21830832302890071 0.013646499317471902 -982.49999999999989 0.67778009598813893 0.0072894999999999514 1.0000000180025095e-35 0.37070000000000008 0.094333736077524918 0.3714916490179011 285061.50000000006 0.073015334962512959 0.30086632413161879 1.0000000180025095e-35 -2575.4999999999995 0.054950000000000006 1.0000000180025095e-35 0.46864607295139443 0.0043334999999999511 0.058650000000000008 decision_type=2 2 2 8 10 2 2 10 8 2 2 8 10 2 8 2 2 10 10 10 2 2 10 2 2 8 2 10 2 10 left_child=3 2 -2 5 6 -1 9 8 -8 24 11 -11 -13 14 -14 16 21 -16 -17 22 -12 -15 23 -20 28 -26 -27 -28 29 -5 right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 20 12 13 15 17 18 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.010236531418866462 -0.0020863511686384974 -0.027555042448297269 0.038300764165431239 -0.056182081898963232 0.02913818599655877 -0.053738544267184399 -0.00048190268116341434 -0.051221375959442553 0.023002404852903249 0.020607021413172139 -0.033477610999170598 0.026284216305184377 0.0093493983478314027 -0.043332455425383554 -0.054478938672327719 -0.05207851498856482 0.039447067860138213 0.047634721023605928 0.015874096431819328 -0.058444209272198393 0.023129745789679024 0.018861140562716039 0.036331474243080711 -0.056486220821571523 -0.033447230158631464 0.0080803754978579032 -0.024659755641239772 0.018752544060349513 -0.0013028116400384375 0.013234791762151157 leaf_weight=0.34337424982732045 1.0271627669535517 0.78875135269481678 2.0055365791486111 2.1704838328623732 1.0780982879223291 0.59105090615230438 5.7909451398227203 0.59923855850866026 5.6880095117085157 2.7828894618433031 0.82662347354926069 1.6340246414183663 5.8361482270265794 1.6806623654847421 1.6789607294776945 5.063678276492281 1.2184170675463977 0.32165431301109482 1.2265211458434355 1.5237820519105296 4.2683134664912359 0.86630810284987081 1.0295793483965097 1.1341877189988736 2.7426000969353472 68.855597526970087 6.9960337365191645 2.4216929194226395 132.17886102359626 1.0353757716948164 leaf_count=29 37 30 27 114 19 73 214 120 136 39 46 33 192 58 136 168 10 3 17 106 83 13 10 57 166 1477 219 78 4265 25 internal_value=-3.03742e-05 0.0138525 0.0246218 -0.000233188 -0.000125651 -0.0302296 -0.000247195 0.00806026 0.011155 -0.000652618 -0.00703124 -0.0111423 -0.0149485 -0.0180706 -0.00275389 -0.0268046 -0.0022374 -0.0380613 -0.0360758 -0.0195858 0.0139455 -0.0221784 -0.00212074 -0.018891 0.000263842 0.00416633 0.00548426 -0.0134966 -0.00207146 -0.033763 internal_weight=265.405 3.82145 3.0327 261.583 260.649 0.934425 259.571 12.0782 11.479 247.492 31.0918 25.9968 23.2139 21.5799 7.83676 13.7431 3.76539 2.00062 9.97775 4.91407 5.09494 2.54697 3.39029 2.36071 216.401 81.0159 78.2733 9.41773 135.385 3.20586 internal_count=8000 94 64 7906 7804 102 7785 470 350 7315 971 842 803 770 331 439 81 139 358 190 129 71 84 74 6344 1940 1774 297 4404 139 is_linear=0 shrinkage=0.05 Tree=493 num_leaves=31 num_cat=0 split_feature=150 32 33 28 7 32 7 242 240 595 239 199 671 242 240 77 14 33 31 106 57 6 111 33 59 239 7 128 242 9 split_gain=0.304246 0.65846 0.571065 0.540575 0.525549 1.05205 0.573476 0.519764 0.775046 0.355609 1.25627 0.420846 0.462591 0.434233 1.37412 1.23643 1.49903 1.01843 1.06361 1.04741 1.03184 0.891691 1.1866 1.11232 1.52719 1.0908 1.60252 0.841336 0.840121 0.819082 threshold=1.0000000180025095e-35 0.44664389997845949 0.3714916490179011 1.0000000180025095e-35 34974.000000000007 0.16458039242710698 18220.500000000004 0.09431142857142856 0.13505133901765343 -28.499999999999996 0.073557648196857561 1.0000000180025095e-35 10797.637500000003 0.10122239382239381 0.53383135561850592 3.5000000000000004 14.500000000000002 0.56649360908440927 0.40813481180183203 1.5000000000000002 0.025250000000000005 225711.00000000003 1.0000000180025095e-35 0.20383736949840062 0.092050000000000007 0.12065797394620227 13974.750000000002 1.0000000180025095e-35 0.10262666666666666 0.009441500000000002 decision_type=2 8 10 2 2 10 2 2 2 10 10 2 10 2 2 10 10 10 10 10 8 2 2 8 10 8 2 2 2 2 left_child=9 3 7 4 5 -2 -7 -3 -9 11 -11 12 13 14 15 16 -1 19 -19 20 -16 22 23 -22 27 -23 -27 29 -15 -25 right_child=1 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14 28 17 -17 -18 18 -20 -21 21 25 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.050898948684893475 0.032586217452791513 0.034660621937783465 -0.050846669766911393 0.044996695902698648 0.027153108010960981 0.010301888256118115 -0.059725506533632358 0.040569134470629299 -0.036275482447296281 -0.034446607822576018 0.032058594633238291 -0.035752503799134396 0.033339862526761369 0.028428420833156144 -0.042729433704940284 0.014825687888953257 0.014968959970331562 -0.046933704768947163 0.021864444552147002 0.032219461961662324 0.01471191325730492 0.028136799870164566 0.025583886886721908 0.040631699091493167 0.018277857928041437 0.028394925625786927 -0.035265434198665881 -0.05676613887377633 -0.00013651839633756663 -0.053184987315543941 leaf_weight=4.1936808785076201 0.97011198755353456 0.79261035603122021 0.66529049360542547 1.4661471974104641 2.2612855051993392 0.44097853713901691 0.86749514771508984 0.45603839482646424 1.1698467609494398 0.95524280917015802 2.7668350510502933 0.84751231296468077 1.0082666666712601 2.6052422986540469 1.3834296469067435 1.4477010461050666 1.0878401887166544 2.1176986578793726 0.76462195347812656 2.6804191356641232 1.8969934347551332 5.2080428078479573 1.9628099894907789 0.50202430790523944 1.2640496071107916 1.7984819897683348 2.1951976704585832 3.1900660317914937 214.92246126140708 0.43359039876668248 leaf_count=284 14 29 267 11 38 17 38 11 108 37 41 51 16 56 99 42 25 212 81 45 37 80 48 13 57 30 79 145 5952 37 internal_value=-3.10391e-05 0.00895786 -0.0098227 0.0186007 0.0100762 -0.0068711 -0.036125 0.00146235 -0.0147216 -0.000351169 0.0149905 -0.000578209 -0.000459282 -0.000595785 -0.00602187 -0.026111 -0.0373321 -0.000699102 -0.0286829 0.00288331 -0.00108112 0.00204157 -0.00892167 -0.0182164 -0.0298059 0.0130618 -0.00659713 -0.0445381 0.000205592 -0.00284561 internal_weight=264.322 9.0898 3.08379 6.00602 4.53987 2.27859 1.30847 2.4185 1.62589 255.232 3.72208 251.51 250.663 249.654 32.1266 6.72922 5.28152 25.3974 2.88232 22.5151 19.8347 18.4513 9.24953 7.28672 5.38973 9.20172 3.99368 4.12568 217.528 0.935615 internal_count=8000 533 415 118 107 69 55 148 119 7467 78 7389 7338 7322 1314 351 309 963 293 670 625 526 337 289 252 189 109 195 6008 50 is_linear=0 shrinkage=0.05 Tree=494 num_leaves=31 num_cat=0 split_feature=633 33 33 33 13 129 1 216 32 33 31 31 0 242 241 8 243 241 31 9 242 64 14 13 178 49 239 9 243 6 split_gain=0.292978 0.308577 0.677225 0.482319 0.380137 0.414745 0.356995 0.878941 0.910853 1.09422 1.22466 1.03161 1.39408 1.14934 1.37351 1.63094 1.61546 1.35798 1.74426 1.6617 1.44833 1.35837 1.359 1.27048 1.56324 1.32037 1.52255 1.5492 1.29775 1.23543 threshold=-79.499999999999986 0.83328601199036678 0.80783375724491269 0.79403880647444935 -942.49999999999989 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.27318711757575564 0.12179401509664006 0.21830832302890071 0.59269885118989296 104451.50000000001 0.31931666666666675 98437.500000000015 677250.00000000012 0.030703529708756654 40940.250000000007 0.27086218055218064 0.013083500000000001 0.19963534482758624 0.98285000000000011 12.500000000000002 -4723.4999999999991 1.0000000180025095e-35 0.13895000000000005 0.047464281843709807 0.011679999999999953 0.079258953425916767 533765.25000000012 decision_type=10 10 10 10 2 2 2 2 8 8 10 10 2 2 2 8 2 2 8 2 2 8 10 2 2 10 8 2 2 2 left_child=1 2 3 6 5 -3 7 8 9 -1 -11 13 -13 14 17 29 -17 19 20 -10 -19 -20 23 -23 25 26 27 -25 -28 -16 right_child=-2 4 -4 -5 -6 -7 -8 -9 11 10 -12 12 -14 -15 15 16 -18 18 21 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-0.032727501857024645 0.0246838537081683 -0.051184496807815796 -0.051751813882172405 0.026015486110166065 0.048605659025961846 0.042556238513118481 -0.0018338756578727329 -0.044463189433765433 -0.053983030222189948 0.016768865001923247 -0.017032141838827657 -0.052008938712317002 0.035166965426023745 0.0237800144726487 0.00097171027582663961 0.014275586263375377 -0.047722241243881851 0.022500151398425178 0.0011268524813312162 0.014250484607375933 -0.027804943857755261 0.023309559135835704 -0.052538202151742666 0.021732347073719568 0.050649199138115421 0.029398028619667799 -0.054131874917397627 -0.043785071706774079 -0.00634628134431509 0.025177376450596124 leaf_weight=1.3977225460112119 1.1936781257390965 0.26319434845663636 0.63697045706794497 1.7516520823737654 0.70672890625428297 0.21388347150059417 154.57865879398742 1.009893555426969 0.99243231251602892 22.338020451425113 3.0450536636781171 0.52598049531297775 3.5799393500055885 4.1490686372126211 12.25107696195119 1.7850338351854578 2.5541302206602268 5.0234657808541661 5.8436027860079802 8.8407706047946686 2.0006472904060502 1.5467796518932999 3.9514247292390783 2.1497378729982297 0.65970775659661818 0.92479126638500098 6.782252332981443 1.5548559006419962 1.7973456567269748 9.2526167883042927 leaf_count=16 24 57 123 92 6 4 5057 34 58 283 79 99 137 89 321 83 184 81 228 154 33 40 162 27 4 25 249 50 58 143 internal_value=-3.09384e-05 -0.000143493 -0.00025905 -0.000133038 0.0253265 -0.00915866 -0.000310202 0.00195544 0.0024108 0.0103423 0.012714 -0.000378023 0.0239995 -0.00176704 -0.00332786 0.00574452 -0.0222177 -0.00890115 -0.0138628 0.0073639 0.00817197 -0.0200021 -0.0263774 -0.0196716 -0.0244654 -0.0282169 -0.0325543 -0.00576598 -0.0441212 0.0113869 internal_weight=263.301 262.107 260.924 260.287 1.18381 0.477078 258.535 103.956 102.946 26.7808 25.3831 76.1657 4.10592 72.0597 67.9107 25.8429 4.33916 42.0678 32.2346 9.8332 7.02411 25.2105 19.3669 15.4155 13.8687 13.209 12.2842 3.70459 8.5796 21.5037 internal_count=8000 7976 7909 7786 67 61 7694 2637 2603 378 362 2225 236 1989 1900 731 267 1169 957 212 114 843 615 453 413 409 384 77 307 464 is_linear=0 shrinkage=0.05 Tree=495 num_leaves=31 num_cat=0 split_feature=31 33 24 242 32 239 132 240 6 27 10 81 9 12 10 32 125 242 170 107 77 31 6 105 7 170 159 1 130 32 split_gain=0.294554 0.328233 0.773608 1.13598 0.992385 1.39864 0.854328 0.838232 0.596208 0.579295 1.70648 1.06545 0.755006 0.597587 0.561904 1.45425 2.08391 1.65782 1.30536 1.91581 1.88368 1.91886 1.5253 1.25864 1.25528 1.24715 1.97377 1.90351 1.68692 1.47813 threshold=0.056106464723230109 0.14509547980217227 12.500000000000002 0.24814246031746026 0.12843832172787026 0.17565375878177628 1.0000000180025095e-35 0.21379999893131216 247387.50000000003 1.0000000180025095e-35 -11356.499999999998 -2370.4999999999995 0.018421500000000004 -1179.4999999999998 -12648.499999999998 0.26087299739659137 1.0000000180025095e-35 0.099986842105263166 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.57910057273761051 916821.00000000012 1.0000000180025095e-35 17547.750000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.52938261911184969 decision_type=8 8 2 2 8 10 2 2 2 2 2 2 2 2 2 10 2 2 2 10 8 10 2 10 2 2 2 2 2 8 left_child=-1 2 6 4 -4 -6 7 -2 -9 14 11 -11 -12 -13 25 16 17 -16 19 23 21 -20 -21 -17 -18 28 29 -28 -3 -27 right_child=1 9 3 -5 5 -7 -8 8 -10 10 12 13 -14 -15 15 18 24 -19 20 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.022269906894453885 -0.015627831062088055 0.0063868282607098597 0.022231849638834379 0.027984777190098727 -0.052017118100691789 0.0046827469153454563 -0.017642015998093129 -0.0073972122664189332 0.027783402520769197 0.044935805918383719 -0.020067313754134303 -0.057128227842072138 0.037088969722624002 -0.0058986177110914298 -0.038704299092743602 0.0045058113186931537 0.012108855208520323 0.015596476722493958 -0.038021638578860276 -0.040838281488392483 0.017222639135231303 0.029633798143049339 0.023511905969649746 -0.030361342241174739 -0.052214077777939363 0.022154597682557453 0.0063460077053172073 -0.054254521183076179 -0.0058412793901156 0.000540470672575128 leaf_weight=1.472343434114008 1.6220069453120238 45.937352123117307 1.2067835219204415 1.7532994716893879 2.6594877589377575 1.8402070014271883 1.9844204094260938 1.3920686458004627 8.9277635486214404 0.35621191898098947 0.91003997938241754 2.624577088132356 1.5825031336862592 0.72690287574368939 1.5117602010723263 27.897689431112671 1.147278746007941 20.018691724573728 9.8822189739548723 5.083142543975554 2.4987105850304951 1.1723717587155995 1.1246005792054345 2.8529425209271713 2.2382017683121376 20.327815008902689 3.0923399789171517 2.2304680063389242 73.062858463094926 12.948680922438141 leaf_count=14 27 1505 12 18 66 30 27 27 86 17 33 177 29 30 43 718 26 210 375 209 41 50 29 130 51 291 71 97 2979 582 internal_value=-3.10883e-05 -0.000157078 0.00577768 -0.00721562 -0.0180308 -0.028829 0.0127377 0.017786 0.0230378 -0.000687624 -0.0157715 -0.0372789 0.0162209 -0.046017 -0.000286281 -0.00383532 0.00604978 0.0117837 -0.00871135 -0.00384386 -0.0219845 -0.0308466 -0.0291805 0.00127095 -0.0304162 0.0014123 0.00922203 -0.019048 -0.00112089 0.013744 internal_weight=262.086 260.613 21.386 7.45978 5.70648 4.49969 13.9263 11.9418 10.3198 239.227 6.20023 3.70769 2.49254 3.35148 233.027 75.4276 24.9159 21.5305 50.5117 36.9584 13.5533 11.0546 6.20774 30.7506 3.38548 157.6 38.5993 5.32281 119 33.2765 internal_count=8000 7986 293 126 108 96 167 140 113 7693 286 224 62 207 7407 1882 330 253 1552 1086 466 425 238 848 77 5525 1041 168 4484 873 is_linear=0 shrinkage=0.05 Tree=496 num_leaves=31 num_cat=0 split_feature=14 9 40 107 242 10 34 5 59 7 237 8 33 50 59 11 131 42 50 240 0 240 6 32 8 241 77 241 10 36 split_gain=0.299424 0.726055 0.533929 0.476983 0.553321 0.875512 0.406535 0.5406 0.420865 0.630018 0.952528 0.609624 0.681855 0.523628 0.482634 0.628384 0.445276 0.574202 0.736678 0.692712 0.800157 0.600863 1.14046 1.0543 0.568422 0.54614 0.519974 1.13742 1.95267 1.28365 threshold=20.500000000000004 0.029709000000000003 0.13015000000000002 5.5000000000000009 0.13883095238095239 -12767.999999999998 0.0079500000000000022 89550.000000000015 0.0099500000000000022 24237.000000000004 1.0000000180025095e-35 452250.00000000006 0.34823673913772318 0.9779500000000001 0.012050000000000002 -5378.4999999999991 1.0000000180025095e-35 0.17355000000000001 0.9769500000000001 0.21658280940586913 100782.50000000001 0.28262137879123655 450173.25000000006 0.56535969219091997 218250.00000000003 61987.500000000007 2.5000000000000004 73233.000000000015 -20452.999999999996 0.99135000000000006 decision_type=10 2 10 8 2 2 8 2 8 2 2 10 8 10 8 8 2 8 8 2 2 2 2 10 10 2 10 2 2 10 left_child=6 2 3 4 5 -2 7 -1 9 10 -8 -11 -13 -12 15 -10 26 -18 -19 20 -20 -21 23 24 25 -23 -16 -28 -29 -30 right_child=1 -3 -4 -5 -6 -7 8 -9 14 11 13 12 -14 -15 16 -17 17 18 19 21 -22 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.023538715099198363 -0.056821836768771443 -0.038535350052625587 -0.02644893361092154 -0.018015042546006173 0.028597904306425132 0.01940386213094052 0.038740561012877782 -0.053241223408641042 0.036269721078637733 0.042409763834128256 -0.055622205323608023 0.035132054981989499 -0.034791125600936799 0.013885189940212631 -0.0021428649008694489 -0.053405380077578807 0.035166726987344292 -0.054053549315007679 0.026611174797869782 0.033682125311805797 -0.055283592443463661 0.027389744576658367 -0.056399906541816529 -0.042224491921889672 0.032127827858331064 -0.05271026004716331 0.0091912288598450121 0.019643512683661046 -0.020497998797047636 0.034096397396540766 leaf_weight=0.32488195761106797 0.53754070046124969 0.75362640184903362 0.79841989621672915 0.89601543970638964 5.4436358735256363 1.2589913106057729 0.67449071654118475 0.77888054113282124 0.25194739934522659 2.1801019756239843 0.89715582316057407 0.69547944271471318 0.69913089720648725 0.38820053136441857 179.56024812129363 0.86968737788993056 1.7961249781474151 0.51069455766264482 0.46268402354326077 2.4631095364456996 0.83933810453527258 0.41390242055058468 0.68494387450482452 0.743078796629561 3.2252535702427849 0.43799390950880479 32.842501755850208 5.3340528980188564 12.814812091246493 1.1754456954513433 leaf_count=14 36 63 50 28 101 26 15 72 7 22 58 15 51 21 5458 80 50 48 7 50 66 10 56 71 50 32 784 149 482 28 internal_value=-3.11244e-05 0.00859408 0.0125694 0.0163984 0.0206572 -0.00340364 -0.00036396 -0.0306418 -0.00023026 0.0134042 -0.009379 0.0258951 7.89261e-05 -0.0346297 -0.000538987 -0.0332621 -0.000388133 0.00918156 0.0044098 0.00763051 -0.0261816 0.0131554 0.00397143 0.0125501 0.022533 -0.0137929 -0.000866236 0.00352797 -0.00609698 -0.015911 internal_weight=260.752 9.68823 8.9346 8.13618 7.24017 1.79653 251.064 1.10376 249.96 5.53456 1.95985 3.57471 1.39461 1.28536 244.426 1.12163 243.304 11.5771 9.781 9.2703 1.30202 7.96828 5.50517 4.82023 4.07715 0.851896 231.727 52.1668 19.3243 13.9903 internal_count=8000 304 241 191 163 62 7696 86 7610 182 94 88 66 79 7428 87 7341 440 390 342 73 269 219 163 92 42 6901 1443 659 510 is_linear=0 shrinkage=0.05 Tree=497 num_leaves=31 num_cat=0 split_feature=78 48 62 243 243 240 120 242 151 243 36 107 36 242 12 3 12 13 33 52 33 31 151 162 243 243 81 11 162 6 split_gain=0.294372 0.453514 0.513907 0.565475 1.21055 0.874163 0.852779 0.715034 0.659775 0.530764 0.585807 0.710256 0.833015 0.511506 0.687171 0.643863 0.592922 0.754542 0.514594 0.506462 0.463615 0.737623 0.429105 0.819444 0.823993 0.727887 1.06069 0.549566 0.492655 1.55724 threshold=1.0000000180025095e-35 0.15075000000000002 0.11995000000000001 0.030703529708756654 0.045050865919936109 0.23705716009712333 1.0000000180025095e-35 0.29370714285714289 1.0000000180025095e-35 0.048331286414196852 0.98585000000000012 2.5000000000000004 0.97395000000000009 0.12408083333333332 -5241.4999999999991 1.0000000180025095e-35 -6083.9999999999991 -2070.4999999999995 0.24518380290995226 0.0098500000000000029 0.18035487142838916 0.39688425021409152 1.0000000180025095e-35 1.0000000180025095e-35 0.038747289927657157 0.047222222222222207 -617.49999999999989 -1070.4999999999998 1.0000000180025095e-35 556139.25000000012 decision_type=10 10 10 2 2 2 2 2 2 2 10 10 8 2 2 2 2 2 10 10 10 8 2 2 2 2 2 10 2 2 left_child=22 2 3 -2 6 7 8 -6 19 -7 11 13 -13 20 16 18 17 -15 -16 -5 -11 -22 28 24 -24 -26 27 -27 -1 -30 right_child=1 -3 -4 4 5 9 -8 -9 -10 10 -12 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31 leaf_value=-0.0021443267019177511 0.021914724750874692 0.025460928014124404 -0.036059683381135695 -0.054472197038631681 -0.056588483067319006 0.035093511112727113 0.029482211445064244 -0.0019511348870171231 0.022025211590393612 0.036541671363448686 0.035383976079228732 0.032299351854224667 -0.041347010240161367 -0.039979291801542909 -0.029690069270123454 -0.04995596354138146 0.04561454299775819 0.037012698407631391 0.017146084254403792 0.0088150778862410902 0.036965648823104894 -0.025891887423488531 -0.031034016265091887 -0.039376689489475668 0.044686078091205006 -0.0062293821889773081 -0.035914299221343336 0.04616594730688707 0.01007764962384221 -0.010866811563142705 leaf_weight=181.33870625128475 3.7888823828980192 2.4142016394544035 0.82323413534686452 2.2388309544840053 0.89682512111903934 1.9519844190217543 0.59123748907586549 1.8019928222784072 0.4195103789679705 2.4119325940264371 1.6307812581071619 0.50934897409751956 1.5597627342076519 0.67815972020616755 0.97758680814876431 0.95798573340289284 1.1519790964375793 0.59956783105735689 1.4658394489015334 0.3680965905659831 0.87396800471469727 1.0016130382718984 0.77440841481438738 0.7101685161142085 2.4092292328132316 0.78031589514284894 0.95152500242693383 1.3954705148935316 29.799867095687659 12.638787595769825 leaf_count=5727 111 72 61 159 37 24 13 46 5 30 36 8 80 31 20 33 10 13 49 22 14 46 51 40 29 43 39 13 627 511 internal_value=-2.98803e-05 0.00470791 0.00283137 0.00406868 0.00100731 0.00618793 -0.0254413 -0.0201073 -0.036171 0.0106878 0.00724034 0.00347458 -0.0232176 0.00893274 -0.000706903 -0.0152138 0.0196017 -0.00385115 -0.00159252 -0.0455361 0.0220429 0.00339796 -0.000627514 0.0115439 0.0172739 0.0240309 0.00811847 0.0273751 -0.0010094 0.00384011 internal_weight=259.912 29.1133 26.6991 25.8759 22.087 18.4693 3.61768 2.69882 3.02644 15.7705 13.8185 12.1877 2.06911 10.1186 5.83112 3.40141 2.42971 1.27773 2.44343 2.60693 4.28751 1.87558 230.798 7.02112 6.31095 5.53654 3.12731 2.17579 223.777 42.4387 internal_count=8000 920 848 787 676 477 199 83 186 394 370 334 88 246 156 102 54 44 69 181 90 60 7080 215 175 124 95 56 6865 1138 is_linear=0 shrinkage=0.05 Tree=498 num_leaves=31 num_cat=0 split_feature=135 0 0 0 185 10 9 30 31 76 36 12 32 11 43 13 47 13 32 13 7 6 19 208 356 13 160 241 241 12 split_gain=0.301915 0.4631 0.577191 0.797108 0.642333 0.919429 0.994945 0.935639 0.92129 1.00965 0.710286 0.673559 0.615104 0.613402 0.670287 0.545549 0.479519 0.453248 1.07067 0.675576 1.13974 0.930953 1.04603 0.688332 0.579901 0.584855 1.5996 1.30909 1.78556 1.57674 threshold=1.0000000180025095e-35 111137.50000000001 108138.50000000001 107625.50000000001 1.0000000180025095e-35 -14250.499999999998 0.018717500000000001 1.0000000180025095e-35 0.66165798289047617 0.011850000000000001 0.98035000000000017 -534.49999999999989 0.23201091826774928 -2721.4999999999995 0.019250000000000003 -1373.4999999999998 0.00085000000000000017 -5012.4999999999991 0.67105889517054151 -4843.4999999999991 13727.250000000002 539345.25000000012 1.0000000180025095e-35 1.0000000180025095e-35 46482.750000000007 -4261.4999999999991 1.0000000180025095e-35 38410.714285714297 53437.500000000007 -8247.4999999999982 decision_type=2 2 2 2 2 2 2 2 10 8 10 2 8 8 10 2 10 2 8 2 2 2 2 2 10 2 2 2 2 2 left_child=1 2 3 4 5 6 8 10 9 -1 11 12 -7 -4 -15 -12 -16 18 -2 20 -19 -22 -23 24 25 26 27 -21 -29 -30 right_child=17 -3 13 -5 -6 7 -8 -9 -10 -11 15 -13 -14 14 16 -17 -18 19 -20 23 21 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.038188908517941711 -0.036433074480848961 -0.037218102385635228 -0.024779247654116938 -0.049368106143749209 0.045385168488766711 -0.010227432811209596 0.031653140780678622 0.012751191471679186 0.039347852914668323 -0.054024245290998009 0.023528831502976407 0.017309517720147688 -0.055189605390220275 0.026316496426016585 0.016353873631961044 -0.033223309263762144 -0.052939084424704956 -0.054628611972747647 0.02349818909952979 0.018400954827053291 0.034582300347644444 -0.05303520921837112 0.022030888782765431 -0.044302479482237062 -0.041796595516385815 0.00060598562954928376 -0.047169190611112986 -0.04076521479373299 0.019316048132016317 -0.0113796872199092 leaf_weight=0.39532492606668257 2.471068164115422 0.63170024182909301 0.81447071393267834 0.75939453594037409 0.8488454606849708 1.115225214161913 3.7514794377311773 3.1505440204346087 0.65717303493875068 1.1915631169831613 1.2556521061706005 0.57911403843899911 2.3925811012959457 6.9201130710862326 0.51115385203593167 0.63893045397708181 0.48806316731497645 0.53604976602946308 1.0670233618839118 5.5146439278323696 4.2214577510749223 0.75955855099527947 1.1929924738506088 0.90546149224974115 0.85172262402920651 188.59653135748522 2.2670712408689715 3.6616753486468978 5.7745068120129934 15.184433398923824 leaf_count=11 217 37 48 48 10 21 122 76 19 96 63 16 141 128 22 31 33 34 78 183 69 74 35 47 108 4998 171 186 224 654 internal_value=-2.81515e-05 0.00507131 0.00612018 0.000682717 0.00306174 0.000686871 0.0158998 -0.00930103 -0.0104355 -0.0310521 -0.0209163 -0.0326474 -0.0408949 0.0165395 0.020789 0.0043897 -0.017492 -0.000599398 -0.0183589 -0.000325568 0.0153059 0.0213779 -0.00717045 -0.000796432 -0.000618867 -0.000460169 -0.00666568 -0.00361861 -0.00855066 -0.00292255 internal_weight=259.106 26.1013 25.4696 16.7358 15.9764 15.1276 5.99554 9.13205 2.24406 1.58689 5.9815 4.08692 3.50781 8.7338 7.91933 1.89458 0.999217 233.004 3.53809 229.466 6.71006 6.17401 1.95255 222.756 221.851 220.999 32.4023 30.1353 24.6206 20.9589 internal_count=8000 922 885 654 606 596 248 348 126 107 272 178 162 231 183 94 55 7078 295 6783 212 178 109 6571 6524 6416 1418 1247 1064 878 is_linear=0 shrinkage=0.05 Tree=499 num_leaves=31 num_cat=0 split_feature=33 0 0 3 8 33 76 24 13 107 243 81 6 12 10 14 8 81 5 11 0 12 81 9 7 54 79 243 41 81 split_gain=0.30085 0.656791 0.748933 0.983161 1.26471 1.25531 1.18619 0.962385 0.958281 0.825921 1.0305 0.812288 0.938987 0.857916 1.14555 1.29215 0.686756 1.29513 1.00837 0.763337 0.841545 0.677992 0.759179 0.64865 0.787861 0.661765 0.897589 0.73544 2.42634 0.656593 threshold=0.32885910741650776 110641.50000000001 106844.50000000001 1.0000000180025095e-35 587250.00000000012 0.23079912418165444 0.084350000000000022 13.500000000000002 -3756.4999999999995 2.5000000000000004 0.05587000000000001 -1321.4999999999998 276545.25000000006 -2706.9999999999995 -17481.499999999996 16.500000000000004 452250.00000000006 -598.49999999999989 161257.50000000003 -1686.4999999999998 109188.00000000001 -7305.9999999999991 -944.49999999999989 0.031042000000000004 29270.250000000004 0.12065000000000002 1.5000000000000002 0.049002083121633962 0.37915000000000004 -567.49999999999989 decision_type=8 2 2 2 8 10 8 2 2 10 2 2 2 2 2 10 10 2 2 8 2 2 2 2 2 8 10 2 8 2 left_child=1 2 3 9 5 6 -5 -7 -6 23 21 12 -4 16 -15 -16 17 -13 -18 -19 -21 -11 -23 25 -25 26 -1 28 -27 -30 right_child=-2 -3 11 4 8 7 -8 -9 -10 10 -12 13 -14 14 15 -17 18 19 -20 20 -22 22 -24 24 -26 27 -28 -29 29 -31 leaf_value=-0.04236575380999779 -0.0010053518873584511 0.017341833234729778 0.014122624063204497 0.0024805019445857703 -0.0298818490007106 -0.025585673422397717 -0.061791657751272523 0.036483546941590068 0.025354615928077775 0.036927425470254481 -0.03108329024889625 0.039943250104783133 -0.04358483591877093 0.01557277145873206 -0.047859190972104781 0.016487678006593214 -0.049590739594310741 0.028942334805006933 0.0092021115719916335 -0.049737418026216312 0.0060383567806936277 0.020169663893212036 -0.026040852423667962 -0.054872719242586715 0.022126958596669702 0.037681542848116714 0.027105715778285123 0.028869246375462267 -0.062419662151192983 -0.0069843013410478801 leaf_weight=0.98717085272074701 194.40754854646366 7.0535536896059048 0.96204929838131947 1.025703360792247 1.0218429005471987 1.3055991099681707 2.3920292943075765 1.1971249526250174 3.3905852448078813 1.5213961842819115 2.3445820645138156 3.0730221346020734 2.6373601263621822 1.8686323910951612 3.0884079734678354 1.0438910429365931 1.160318221896887 1.2691445494419893 1.9633491418207993 1.1850915310205894 1.5751470639952456 1.775863809220027 1.7793286552187049 0.68775434025155735 0.64261484675807878 2.6133676552562966 0.87890258175320923 11.116608926764455 1.0472314070211726 1.09022915456444 leaf_count=36 6746 110 27 29 30 42 58 27 53 20 63 33 98 26 81 14 31 20 54 30 24 36 37 35 26 30 15 127 27 15 internal_value=-2.8221e-05 0.00295401 0.00116238 0.00538134 -0.00769969 -0.022801 -0.0425028 0.00410382 0.0125628 0.0104848 -0.00366691 -0.00667229 -0.0281608 -0.00190579 -0.0169136 -0.031604 0.00690121 0.0154942 -0.0126371 -0.00315187 -0.0179086 0.00899513 -0.00295811 0.0159937 -0.0176792 0.0185199 -0.00964536 0.0218322 0.0053661 -0.0341444 internal_weight=258.105 63.6979 56.6443 36.8179 10.3329 5.92046 3.41773 2.50272 4.41243 26.4851 7.42117 19.8264 3.59941 16.227 6.00093 4.1323 10.2261 7.10241 3.12367 4.02938 2.76024 5.07659 3.55519 19.0639 1.33037 17.7335 1.86607 15.8674 4.75083 2.13746 internal_count=8000 1254 1144 706 239 156 87 69 83 467 156 438 125 313 121 95 192 107 85 74 54 93 73 311 61 250 51 199 72 42 is_linear=0 shrinkage=0.05 end of trees feature_importances: EXT_SOURCE_3=847 EXT_SOURCE_2=693 DAYS_REGISTRATION=637 DAYS_ID_PUBLISH=624 PAYMENT_RATE=554 EXT_SOURCE_1=534 DAYS_BIRTH=533 DAYS_LAST_PHONE_CHANGE=527 SK_ID_CURR=508 DAYS_EMPLOYED_PERC=470 ANNUITY_INCOME_PERC=460 REGION_POPULATION_RELATIVE=421 DAYS_EMPLOYED=415 AMT_ANNUITY=406 INCOME_PER_PERSON=399 INCOME_CREDIT_PERC=360 HOUR_APPR_PROCESS_START=287 OWN_CAR_AGE=277 AMT_CREDIT=258 AMT_INCOME_TOTAL=232 AMT_REQ_CREDIT_BUREAU_YEAR=231 AMT_GOODS_PRICE=228 OBS_30_CNT_SOCIAL_CIRCLE=170 LIVINGAREA_MODE=154 TOTALAREA_MODE=126 LANDAREA_AVG=120 DEF_30_CNT_SOCIAL_CIRCLE=117 YEARS_BEGINEXPLUATATION_AVG=110 APARTMENTS_AVG=95 LANDAREA_MODE=92 YEARS_BEGINEXPLUATATION_MODE=85 COMMONAREA_MODE=85 BASEMENTAREA_AVG=82 APARTMENTS_MODE=78 LIVINGAREA_AVG=77 BASEMENTAREA_MODE=77 COMMONAREA_AVG=74 AMT_REQ_CREDIT_BUREAU_MON=70 INSTAL_DAYS_ENTRY_PAYMENT_SUM=70 YEARS_BUILD_AVG=67 ENTRANCES_AVG=66 OBS_60_CNT_SOCIAL_CIRCLE=65 FLOORSMIN_AVG=62 LIVINGAPARTMENTS_MODE=60 AMT_REQ_CREDIT_BUREAU_QRT=60 NONLIVINGAREA_AVG=59 NONLIVINGAREA_MODE=59 CODE_GENDER=57 LIVINGAREA_MEDI=57 YEARS_BUILD_MODE=55 NAME_EDUCATION_TYPE_Higher_education=54 ENTRANCES_MODE=51 NAME_HOUSING_TYPE_House___apartment=50 LIVINGAPARTMENTS_AVG=49 FLAG_PHONE=45 LIVE_CITY_NOT_WORK_CITY=45 WEEKDAY_APPR_PROCESS_START_MONDAY=45 WEEKDAY_APPR_PROCESS_START_THURSDAY=44 NAME_FAMILY_STATUS_Separated=43 INSTAL_AMT_INSTALMENT_MEAN=43 CNT_CHILDREN=41 WEEKDAY_APPR_PROCESS_START_WEDNESDAY=41 NONLIVINGAPARTMENTS_AVG=37 CC_AMT_INST_MIN_REGULARITY_MAX=37 CNT_FAM_MEMBERS=36 COMMONAREA_MEDI=36 OCCUPATION_TYPE_Managers=36 INSTAL_DAYS_ENTRY_PAYMENT_MAX=36 FLAG_OWN_REALTY=35 REG_CITY_NOT_LIVE_CITY=35 NONLIVINGAPARTMENTS_MEDI=34 OCCUPATION_TYPE_Laborers=33 ORGANIZATION_TYPE_Self_employed=33 APARTMENTS_MEDI=32 NAME_INCOME_TYPE_Commercial_associate=32 ORGANIZATION_TYPE_Business_Entity_Type_3=32 INSTAL_DBD_MAX=32 REGION_RATING_CLIENT_W_CITY=31 REG_CITY_NOT_WORK_CITY=30 NAME_FAMILY_STATUS_Married=30 ORGANIZATION_TYPE_Other=30 FLAG_WORK_PHONE=29 BASEMENTAREA_MEDI=28 WEEKDAY_APPR_PROCESS_START_FRIDAY=28 REGION_RATING_CLIENT=27 FLOORSMAX_AVG=27 LANDAREA_MEDI=27 FLAG_DOCUMENT_3=27 NAME_INCOME_TYPE_Working=27 NAME_EDUCATION_TYPE_Secondary___secondary_special=27 WEEKDAY_APPR_PROCESS_START_TUESDAY=27 INSTAL_AMT_PAYMENT_MIN=27 YEARS_BEGINEXPLUATATION_MEDI=26 DEF_60_CNT_SOCIAL_CIRCLE=26 WEEKDAY_APPR_PROCESS_START_SATURDAY=26 YEARS_BUILD_MEDI=25 NAME_FAMILY_STATUS_Civil_marriage=25 OCCUPATION_TYPE_Medicine_staff=25 INSTAL_AMT_INSTALMENT_MAX=25 FLAG_DOCUMENT_5=24 NAME_TYPE_SUITE_Family=22 NAME_FAMILY_STATUS_Single___not_married=22 OCCUPATION_TYPE_Core_staff=22 INSTAL_AMT_INSTALMENT_SUM=22 ELEVATORS_AVG=21 NAME_CONTRACT_TYPE_Cash_loans=21 EMERGENCYSTATE_MODE_Yes=21 PREV_DAYS_DECISION_MIN=21 POS_MONTHS_BALANCE_MEAN=21 AMT_REQ_CREDIT_BUREAU_DAY=20 NAME_TYPE_SUITE_Unaccompanied=20 ORGANIZATION_TYPE_Military=20 APPROVED_AMT_ANNUITY_MIN=20 ORGANIZATION_TYPE_Business_Entity_Type_2=18 POS_MONTHS_BALANCE_MAX=18 LIVE_REGION_NOT_WORK_REGION=17 ORGANIZATION_TYPE_Housing=16 ORGANIZATION_TYPE_Industry__type_1=16 INSTAL_AMT_PAYMENT_MAX=16 NONLIVINGAREA_MEDI=15 ORGANIZATION_TYPE_Industry__type_7=15 ORGANIZATION_TYPE_Restaurant=15 NAME_HOUSING_TYPE_With_parents=14 CC_AMT_BALANCE_MAX=14 OCCUPATION_TYPE_Sales_staff=13 HOUSETYPE_MODE_specific_housing=13 BURO_DAYS_CREDIT_MIN=13 NONLIVINGAPARTMENTS_MODE=12 LIVINGAPARTMENTS_MEDI=12 ORGANIZATION_TYPE_Transport__type_3=12 INSTAL_DBD_MEAN=12 INSTAL_DAYS_ENTRY_PAYMENT_MEAN=12 ELEVATORS_MODE=11 FLOORSMIN_MEDI=11 AMT_REQ_CREDIT_BUREAU_WEEK=11 ORGANIZATION_TYPE_Trade__type_7=11 PREV_AMT_ANNUITY_MIN=11 PREV_AMT_APPLICATION_MAX=11 INSTAL_PAYMENT_PERC_SUM=11 CC_AMT_RECEIVABLE_PRINCIPAL_MAX=11 FLOORSMIN_MODE=10 OCCUPATION_TYPE_Drivers=10 OCCUPATION_TYPE_Low_skill_Laborers=10 ORGANIZATION_TYPE_Business_Entity_Type_1=10 ORGANIZATION_TYPE_Kindergarten=10 ORGANIZATION_TYPE_Medicine=10 ORGANIZATION_TYPE_Police=10 FLAG_DOCUMENT_8=9 NAME_EDUCATION_TYPE_Incomplete_higher=9 ORGANIZATION_TYPE_Bank=9 WALLSMATERIAL_MODE_Panel=9 REG_REGION_NOT_WORK_REGION=8 FLAG_DOCUMENT_6=8 NAME_EDUCATION_TYPE_Lower_secondary=8 NAME_HOUSING_TYPE_Municipal_apartment=8 ORGANIZATION_TYPE_Industry__type_11=8 INSTAL_AMT_PAYMENT_SUM=8 CC_MONTHS_BALANCE_SUM=8 NAME_FAMILY_STATUS_Widow=7 ORGANIZATION_TYPE_Industry__type_3=7 ORGANIZATION_TYPE_Trade__type_3=7 FONDKAPREMONT_MODE_reg_oper_spec_account=7 CC_AMT_PAYMENT_TOTAL_CURRENT_MIN=7 AMT_REQ_CREDIT_BUREAU_HOUR=6 NAME_TYPE_SUITE_Spouse__partner=6 NAME_INCOME_TYPE_State_servant=6 OCCUPATION_TYPE_Cooking_staff=6 OCCUPATION_TYPE_High_skill_tech_staff=6 WALLSMATERIAL_MODE_Stone__brick=6 EMERGENCYSTATE_MODE_No=6 REFUSED_APP_CREDIT_PERC_MIN=6 CC_MONTHS_BALANCE_MAX=6 CC_AMT_DRAWINGS_CURRENT_MEAN=6 FLAG_EMAIL=5 FLOORSMAX_MODE=5 OCCUPATION_TYPE_Cleaning_staff=5 ORGANIZATION_TYPE_Government=5 ENTRANCES_MEDI=4 FLOORSMAX_MEDI=4 OCCUPATION_TYPE_Security_staff=4 ORGANIZATION_TYPE_Agriculture=4 WALLSMATERIAL_MODE_Block=4 WALLSMATERIAL_MODE_Mixed=4 PREV_AMT_GOODS_PRICE_MIN=4 PREV_HOUR_APPR_PROCESS_START_MIN=4 APPROVED_AMT_APPLICATION_MIN=4 INSTAL_PAYMENT_PERC_MAX=4 INSTAL_AMT_PAYMENT_MEAN=4 CC_AMT_RECEIVABLE_PRINCIPAL_MIN=4 CC_AMT_RECIVABLE_MAX=4 CC_CNT_INSTALMENT_MATURE_CUM_MIN=4 ELEVATORS_MEDI=3 NAME_HOUSING_TYPE_Rented_apartment=3 ORGANIZATION_TYPE_Industry__type_9=3 ORGANIZATION_TYPE_School=3 ORGANIZATION_TYPE_Services=3 ORGANIZATION_TYPE_Trade__type_2=3 PREV_PRODUCT_COMBINATION_POS_household_with_interest_MEAN=3 APPROVED_CNT_PAYMENT_MEAN=3 CC_AMT_CREDIT_LIMIT_ACTUAL_MAX=3 CC_AMT_INST_MIN_REGULARITY_SUM=3 CC_AMT_PAYMENT_CURRENT_MAX=3 NAME_TYPE_SUITE_Children=2 OCCUPATION_TYPE_Private_service_staff=2 WEEKDAY_APPR_PROCESS_START_SUNDAY=2 ORGANIZATION_TYPE_Construction=2 ORGANIZATION_TYPE_Security=2 FONDKAPREMONT_MODE_reg_oper_account=2 WALLSMATERIAL_MODE_Wooden=2 BURO_DAYS_CREDIT_ENDDATE_MIN=2 PREV_WEEKDAY_APPR_PROCESS_START_THURSDAY_MEAN=2 PREV_NAME_PRODUCT_TYPE_x_sell_MEAN=2 INSTAL_DPD_MEAN=2 CC_AMT_PAYMENT_CURRENT_SUM=2 CC_CNT_INSTALMENT_MATURE_CUM_MAX=2 REG_REGION_NOT_LIVE_REGION=1 FLAG_DOCUMENT_16=1 FLAG_DOCUMENT_18=1 NAME_HOUSING_TYPE_Office_apartment=1 OCCUPATION_TYPE_Accountants=1 ORGANIZATION_TYPE_Postal=1 WALLSMATERIAL_MODE_Others=1 BURO_DAYS_CREDIT_MEAN=1 BURO_AMT_CREDIT_SUM_DEBT_MEAN=1 ACTIVE_DAYS_CREDIT_MAX=1 PREV_AMT_ANNUITY_MEAN=1 PREV_AMT_APPLICATION_MIN=1 PREV_AMT_CREDIT_MIN=1 PREV_AMT_CREDIT_MAX=1 PREV_NAME_CONTRACT_TYPE_Cash_loans_MEAN=1 PREV_WEEKDAY_APPR_PROCESS_START_FRIDAY_MEAN=1 PREV_WEEKDAY_APPR_PROCESS_START_TUESDAY_MEAN=1 PREV_NAME_CONTRACT_STATUS_Approved_MEAN=1 PREV_NAME_CONTRACT_STATUS_Refused_MEAN=1 PREV_NAME_TYPE_SUITE_nan_MEAN=1 PREV_CHANNEL_TYPE_Credit_and_cash_offices_MEAN=1 APPROVED_APP_CREDIT_PERC_MIN=1 APPROVED_AMT_DOWN_PAYMENT_MIN=1 APPROVED_DAYS_DECISION_MIN=1 REFUSED_DAYS_DECISION_MIN=1 INSTAL_DPD_MAX=1 INSTAL_DBD_SUM=1 INSTAL_PAYMENT_PERC_MEAN=1 CC_MONTHS_BALANCE_MIN=1 CC_AMT_DRAWINGS_CURRENT_MAX=1 CC_AMT_DRAWINGS_POS_CURRENT_MIN=1 CC_AMT_PAYMENT_CURRENT_MIN=1 CC_CNT_DRAWINGS_CURRENT_MIN=1 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: 6] [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:[]