tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=233
objective=binary sigmoid:1
feature_names=NAME_CONTRACT_TYPE CODE_GENDER FLAG_OWN_CAR FLAG_OWN_REALTY CNT_CHILDREN AMT_INCOME_TOTAL AMT_CREDIT AMT_ANNUITY AMT_GOODS_PRICE NAME_TYPE_SUITE NAME_INCOME_TYPE NAME_EDUCATION_TYPE NAME_FAMILY_STATUS NAME_HOUSING_TYPE REGION_POPULATION_RELATIVE DAYS_BIRTH DAYS_EMPLOYED DAYS_REGISTRATION DAYS_ID_PUBLISH OWN_CAR_AGE FLAG_MOBIL FLAG_EMP_PHONE FLAG_WORK_PHONE FLAG_CONT_MOBILE FLAG_PHONE FLAG_EMAIL OCCUPATION_TYPE CNT_FAM_MEMBERS REGION_RATING_CLIENT REGION_RATING_CLIENT_W_CITY WEEKDAY_APPR_PROCESS_START HOUR_APPR_PROCESS_START REG_REGION_NOT_LIVE_REGION REG_REGION_NOT_WORK_REGION LIVE_REGION_NOT_WORK_REGION REG_CITY_NOT_LIVE_CITY REG_CITY_NOT_WORK_CITY LIVE_CITY_NOT_WORK_CITY ORGANIZATION_TYPE EXT_SOURCE_1 EXT_SOURCE_2 EXT_SOURCE_3 APARTMENTS_AVG BASEMENTAREA_AVG YEARS_BEGINEXPLUATATION_AVG YEARS_BUILD_AVG COMMONAREA_AVG ELEVATORS_AVG ENTRANCES_AVG FLOORSMAX_AVG FLOORSMIN_AVG LANDAREA_AVG LIVINGAPARTMENTS_AVG LIVINGAREA_AVG NONLIVINGAPARTMENTS_AVG NONLIVINGAREA_AVG APARTMENTS_MODE BASEMENTAREA_MODE 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 FONDKAPREMONT_MODE HOUSETYPE_MODE TOTALAREA_MODE WALLSMATERIAL_MODE EMERGENCYSTATE_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 AMT_REQ_CREDIT_BUREAU_WEEK AMT_REQ_CREDIT_BUREAU_MON AMT_REQ_CREDIT_BUREAU_QRT AMT_REQ_CREDIT_BUREAU_YEAR CREDIT_INCOME_RATIO ANNUITY_INCOME_RATIO CREDIT_TERM GOODS_CREDIT_RATIO AGE_YEARS EMPLOYMENT_YEARS EMPLOYED_RATIO CREDIT_TO_AGE INCOME_PER_PERSON CHILDREN_RATIO EXT_SOURCE_MEAN EXT_SOURCE_MIN EXT_SOURCE_PROD EXT_SOURCE_STD EXT1_EXT2_INTERACTION EXT2_EXT3_INTERACTION EXT_CREDIT_RATIO DOCUMENT_COUNT TOTAL_ENQUIRIES RECENT_ENQUIRY_RATIO HAS_CAR_REALTY DAYS_REGISTRATION_RATIO BUREAU_DAYS_CREDIT_MEAN BUREAU_DAYS_CREDIT_MIN BUREAU_DAYS_CREDIT_MAX BUREAU_DAYS_CREDIT_STD BUREAU_CREDIT_DAY_OVERDUE_MEAN BUREAU_CREDIT_DAY_OVERDUE_MAX BUREAU_CREDIT_DAY_OVERDUE_SUM BUREAU_DAYS_CREDIT_ENDDATE_MEAN BUREAU_DAYS_CREDIT_ENDDATE_MIN BUREAU_DAYS_CREDIT_ENDDATE_MAX BUREAU_AMT_CREDIT_SUM_MEAN BUREAU_AMT_CREDIT_SUM_MAX BUREAU_AMT_CREDIT_SUM_SUM BUREAU_AMT_CREDIT_SUM_DEBT_MEAN BUREAU_AMT_CREDIT_SUM_DEBT_MAX BUREAU_AMT_CREDIT_SUM_DEBT_SUM BUREAU_AMT_CREDIT_SUM_OVERDUE_MEAN BUREAU_AMT_CREDIT_SUM_OVERDUE_MAX BUREAU_AMT_CREDIT_SUM_OVERDUE_SUM BUREAU_DEBT_CREDIT_RATIO_MEAN BUREAU_DEBT_CREDIT_RATIO_MAX BUREAU_CREDIT_UTIL_RATE_MEAN BUREAU_CREDIT_UTIL_RATE_MAX BUREAU_CREDIT_ACTIVE_BINARY_MEAN BUREAU_CREDIT_ACTIVE_BINARY_SUM BUREAU_STATUS_WORST_MEAN BUREAU_STATUS_WORST_MAX BUREAU_STATUS_MEAN_MEAN BUREAU_MONTHS_COUNT_MEAN BUREAU_MONTHS_COUNT_SUM BUREAU_CNT_CREDIT_PROLONG_SUM BUREAU_CNT_CREDIT_PROLONG_MEAN BUREAU_COUNT BUREAU_ACTIVE_COUNT PREV_COUNT PREV_APPROVED_RATE PREV_REFUSED_RATE PREV_APP_CREDIT_RATIO_MEAN PREV_ANNUITY_MEAN PREV_CREDIT_MEAN PREV_DAYS_DECISION_MEAN PREV_DAYS_DECISION_MIN PREV_GOODS_PRICE_MEAN INST_PAYMENT_DIFF_MEAN INST_PAYMENT_DIFF_MAX INST_DAYS_ENTRY_DIFF_MEAN INST_LATE_PAYMENT_RATE INST_SHORT_PAYMENT_RATE INST_COUNT POS_MONTHS_COUNT POS_SK_DPD_MEAN POS_SK_DPD_MAX POS_DPD_RATE POS_CNT_INSTALMENT_MEAN CC_UTIL_RATE_MEAN CC_UTIL_RATE_MAX CC_DRAWING_RATE_MEAN CC_AMT_BALANCE_MEAN CC_COUNT CC_DPD_MEAN NLP_EMB_0 NLP_EMB_1 NLP_EMB_2 NLP_EMB_3 NLP_EMB_4 NLP_EMB_5 NLP_EMB_6 NLP_EMB_7 NLP_EMB_8 NLP_EMB_9 NLP_EMB_10 NLP_EMB_11 NLP_EMB_12 NLP_EMB_13 NLP_EMB_14 NLP_EMB_15 NLP_EMB_16 NLP_EMB_17 NLP_EMB_18 NLP_EMB_19 NLP_EMB_20 NLP_EMB_21 NLP_EMB_22 NLP_EMB_23 NLP_EMB_24 NLP_EMB_25 NLP_EMB_26 NLP_EMB_27 NLP_EMB_28 NLP_EMB_29 NLP_EMB_30 NLP_EMB_31
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tree_sizes=12052 12455 12436 12459 12457 12408 12434 12476 12460 12401 12428 12436 12468 12481 12485 12433 12458 12449 12495 12496 12479 12497 12494 12468 12479 12472 12487 12508 12498 12491 12510 12499 12478 12461 12497 12514 12513 12501 12481 12541 12517 12511 12496 12519 12560 12540 12519 12537 12509 12505 12509 12509 12561 12526 12546 12554 12517 12529 12514 12533 12547 12579 12534 12528 12516 12575 12539 12554 12596 12554 12589 12562 12520 12555 12542 12540 12501 12579 12554 12578 12575 12539 12534 12562 12558 12573 12559 12538 12531 12563 12556 12603 12534 12552 12571 12591 12543 12557 12600 12538 12545 12631 12546 12545 12561 12562 12557 12550 12541 12628 12547 12572 12554 12559 12539 12588 12526 12580 12558 12577 12540 12602 12517 12598 12591 12590 12583 12579 12570 12548 12594 12552 12578 12589 12576 12536 12562 12512 12582 12570 12572 12552 12588 12595 12553 12545 12599 12562 12575 12551 12615 12538 12561 12574 12541 12594 12603 12563 12589 12546 12563 12508 12524 12548 12584 12570 12604 12606 11959 12595 12583 12590 12598 12554 12543 12576 12607 12535 12558 12546 12553 12504 12548 12554 12581 12511 12601 12593 12567 12538 12584 12568 12577 12587 12540 12647 12547 12514 12560 12586 12560 12605 12555 12576 12601 12551 12573 12524 12522 12579 12510 10058 12565 12556 12582 12534 12586 12586 12593 12580 11883 12503 12554 12568 12619 12560 12568 12569 12609 12595 12550 12582 12550 12550 12556 12574 12543 12559 12500 12585 12555 12584 12070 12528 12578 12519 12493 12587 12555 12530 12584 12614 12565 12513 12594 12540 12540 6900 12522 12543 12556 12524 12567 12599 12559 12593 12589 12623 12522 12644 12552 12600 12569 12568 12288 12599 12571 12578 12613 12551 10072 12513 12592 12559 11975 12602 12593 12567 12608 12575 10726 12603 12578 12573 12514 12585 12608 12595 12602 12573 12594 12585 10236 12566 12626 12598 12615 12532 12597 12605 12608 12633 12564 9522 12589 12609 12607 12581 12555 12523 12614 12607 12555 12495 12563 12594 11328 10165 12603 12634 12605 12511 12609 12598 12480 12546 12653 12547 12549 12528 12592 12560 12616 12570 12595 12512 12613 11588 12497 12585 11378 12560 12587 12542 12509 12608 12550 12595 12605 12557 12599 12571 12589 12634 12557 10932 12597 12544 12571 10719 12602 12522 12603 12543 12613 11769 12640 12519 12535 12576 12598 12641 12509 12555 6770 12606 12602 12569 10974 12548 12612 12538 12577 12516 12611 9580 12512 12624 12102 12501 12549 12643 12575 12581 12584 12566 12602 12508 12180 12305 12593 12573 10533 12576 12639 12572 12545 12566 12559 12518 12129 12605 11914 12589 12605 11384 12574 12578 12548 8103 12647 12509 12549 12605 12518 12590 12607 8931 12580 12556 12647 12287 12600 12524 12571 12479 12591 12586 12524 12540 12548 12577 12590 12579 12527 12620 7429 12578 10409 12597 12604 12586 12612 12582 12615 11829 12606 12497 11987 8992 12583 12520 9833 12636 12594 12582 12569 12555 12564 12574 12518 12656 12582 12609 12554 9547 12558 12579 12563 10572 12613 11756 12587 12600 12610 12580 9945 12609 10088 6629 12572 8789 12521 12544 12591 12590 12627 12619 12571 12577 12496 12653 8476 12510 12556 12535 12571 12532 12595 12596 12578 10737 12607 12570 12593 9159 12561 12601 12572 11524 11400 9476 9175 12600 12622 12622 12609 12603 12592 12575 7900 12606 12512 12630 12011 12580 10767 12042 12540 12535 12579 12558 12450 9528 12583 12605 8746 12548 12568 12595 12559 12559 12489 12595 12580 11978 12629 12562 12531 12609 12575 12579 12582 12534 8962 12613 12606 9422 12569 12630 12504 12570 12616 12504 12594 12555 11557 12524 6551 12554 12554 12631 12300 11942 12523 8609 12560 10705 12606 12612 12558 12630 12582 12580 10256 10435 12606 12531 12537 12530 12527 12604 12590 12568 12516 8441 12559 12593 12627 12539 12589 12507 5209 9374 12532 12593 8214 12572 12608 12522 9265 12571 12560 12529 12571 12606 12397 9752 12535 12528 12592 12585 12556 6755 12534 12584 12596 9640 12588 12601 12602 12592 12618 12592 12491 12646 12584 12561 12617 12586 9226 12611 12623 12635 12599 9765 12531 12569 12545 12615 12607 12591 12591 12597 12571 12604 10073 12523 12595 12603 12554 12561 12601 12599 12614 12510 12531 12546 12573 9297 11584 12556 12516 12610 12564 12499 6663 12291 10145 12612 12587 12555 9966 12560 12563 7741 12612 12530 12572 12555 12603 12576 10214 12599 12612 12590 12548 12634 12603 12549 12494 12564 12635 12598 11888 12627 12505 12674 12607 12618 12578 12584 12128 7115 11354 12532 10510 12667 12534 12654 8137 12573 12619 12550 12549 12642 12635 12613 12560 12572 12570 12478 12604 12497 12616 12624 12508 12547 12542 12565 11044 11828 12560 8182 11662 12486 12560 11284 12580 12573 12621 12564 8654 12545 12556 12526 12631 12609 10194 12559 12615 12576 12548 7534 12564 12656 12633 12604 12558 12656 12482 12590 12627 9377 12605

Tree=0
num_leaves=112
num_cat=0
split_feature=203 131 135 41 135 123 162 135 40 123 123 162 162 135 189 188 162 122 170 132 136 162 15 205 188 191 7 161 185 44 182 39 191 41 40 123 132 126 122 39 40 39 182 198 95 122 188 207 135 188 126 7 15 74 39 177 126 132 41 195 125 131 191 191 10 203 43 39 40 161 180 132 17 170 81 155 126 197 197 181 7 15 39 132 67 7 41 123 223 190 153 191 132 191 179 40 206 144 10 185 161 171 154 162 40 122 189 194 185 143 157
split_gain=6047.51 1846.87 601.92 496.37 451.327 380.643 286.834 241.132 170.776 160.971 158.928 139.29 107.134 94.7571 91.1182 82.9744 76.8956 75.1345 74.4051 74.2925 72.5632 69.6164 66.303 64.6839 60.2018 59.2513 54.0052 52.6778 47.5494 46.0433 44.6239 44.1197 40.4972 39.9091 39.7309 38.5192 38.2886 38.0589 37.937 37.8491 36.7803 36.6795 36.4509 36.2342 34.0268 40.4352 33.9848 31.7965 31.7022 30.3439 30.3036 30.4939 30.2429 32.9891 28.6487 26.9412 27.6849 26.5426 27.9711 25.5883 25.5529 25.3592 27.3699 25.229 25.0725 24.9613 24.2967 24.1542 24.0418 23.8416 28.965 23.565 25.2037 23.2095 26.5034 22.7798 21.6344 20.9889 20.6604 20.6582 20.5312 20.4344 20.4262 19.9453 19.8228 19.5632 19.3771 18.4136 18.1875 17.8739 17.7719 17.5688 17.393 16.6163 16.6098 16.5978 16.5196 16.4672 16.3858 16.2061 16.1859 16.1554 16.0566 16.0377 15.9094 15.5487 15.5342 15.5153 15.464 15.3238 15.3015
threshold=0.031120304018259052 0.14644216042584138 0.28860327955809745 0.41973262633355329 0.089725595226736135 0.86325858229095509 0.93593741860389279 0.079037569862759963 0.44907724644507846 0.86325858229095509 0.86325802109828598 0.919072241505697 0.89248868137558668 0.028054249730632707 0.11446769790718837 0.88922972051806415 0.96009373256014074 0.046521784670487676 18.559027777777782 0.047623685816554795 2.1529843760267089 0.94709209472083355 -19801.499999999996 -0.025636434555053707 0.920144927536232 26.500000000000004 16575.750000000004 0.26244659286579169 568.19518043478274 0.99035000000000017 -742.94999999999993 0.33012535666494319 14.500000000000002 0.40574790048145171 0.6746473573825692 0.86325802109828598 0.11893393241891766 0.2374013055371462 0.097402690123269145 0.50912307789583044 0.52929545299854086 0.5226286549854916 -603.24038461538453 0.061293753901548113 1.0000000180025095e-35 0.042600858899390463 0.92282878411910685 -0.018329905346035954 0.16443948771025113 0.54566305254378655 0.10437106339337103 19451.250000000004 -21779.499999999996 0.049050000000000003 0.47435319603746218 0.41277890466531447 0.16508734596177219 0.026962962490197525 0.44807042557647964 24.274351676154335 14.68993839835729 0.26270285790170078 17.500000000000004 49.500000000000007 6.5000000000000009 0.0066588297486305245 0.12965000000000002 0.62834169122187034 0.55610372301846855 0.35421484362303374 9267.4425000000028 0.013502484319404418 -8688.4999999999982 22.020833333333339 0.16825000000000004 17029.446428571431 0.015595338704416853 1.0342134043786337 1.0855966592706354 72275.437500000015 14595.750000000002 -10074.499999999998 0.54901577915126809 0.061160877271179165 0.17795000000000002 17511.750000000004 0.3714916490179011 0.87320924853621029 -0.023314308375120159 101.50000000000001 1932358.5000000002 42.500000000000007 0.1211724261491935 53.500000000000007 1.024633413159975 0.72814681242331214 0.08507885038852693 -550.49999999999989 6.5000000000000009 539.37990340909107 0.41903411827687204 70.500000000000014 238501.44000000003 0.99566937076498296 0.38220123732830147 0.032256090733090992 0.40936473165388837 0.19089026915113874 1584.99293597561 -2188.4999999999995 337140.00000000006
decision_type=2 8 10 10 8 8 8 8 8 10 10 8 8 8 10 10 10 10 10 10 10 10 2 2 8 10 10 10 10 10 10 10 8 10 8 8 10 2 10 10 8 10 8 10 2 10 8 2 8 10 2 10 2 10 10 8 2 10 10 10 2 10 8 8 2 2 10 8 10 8 8 10 2 10 10 10 2 10 10 8 10 2 10 10 10 10 10 10 2 10 10 10 8 10 10 8 2 8 2 10 10 8 10 10 10 10 10 10 10 8 10
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internal_weight=0 4685.23 10227.9 3949.02 2071.95 736.209 5118.35 1877.06 4965.67 844.283 547.743 3420.54 1227.67 1545.13 571.422 883.037 216.56 1300.4 272.861 152.676 736.488 576.665 2760.03 5109.52 533.427 331.183 660.515 486.019 506.852 349.61 184.125 420.258 304.19 2365.22 443.193 242.693 202.453 157.953 793.547 156.465 344.633 404.594 359.54 808.644 358.192 229.911 3087.84 213.23 475.811 188.466 193.925 179.107 259.95 90.6467 569.751 539.043 142.97 60.0946 138.463 698.182 365.793 293.295 394.81 176.054 256.656 294.425 165.485 317.662 260.725 162.582 83.2473 2070.79 156.858 551.137 120.475 2536.7 48.0065 333.716 115.051 43.0602 650.176 67.9908 240.74 134.398 1906.86 110.017 231.102 110.461 335.888 69.429 59.7539 84.5224 243.337 182.836 203.155 44.0527 435.804 84.1607 220.788 368.302 128.315 126.478 52.0637 53.2703 232.63 71.4215 144.644 223.795 121.334 147.606 101.296
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is_linear=0
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Tree=2
num_leaves=112
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decision_type=8 10 10 10 8 8 2 2 10 8 8 10 8 10 8 10 10 10 10 2 8 10 8 2 10 10 2 10 10 2 10 10 8 10 10 2 8 8 10 10 8 8 10 8 10 8 10 10 8 10 8 2 10 2 8 10 10 8 8 2 8 10 8 2 8 10 2 10 10 10 8 10 10 10 2 8 2 10 10 2 8 10 10 8 2 10 10 10 10 10 2 10 10 10 10 8 10 2 8 10 10 10 2 8 2 8 10 2 10 8 8
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is_linear=0
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Tree=3
num_leaves=112
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split_gain=6394.13 983.938 976.076 326.664 270.776 208.053 146.401 143.82 135.361 100.134 88.101 97.8334 79.5053 79.4012 77.2466 74.4417 68.8127 62.791 59.966 48.8668 46.8032 46.7245 46.3826 45.3847 44.0368 43.9304 43.6796 40.2754 39.2948 39.2791 38.8069 37.4957 37.4506 36.6809 35.5166 35.45 34.2867 36.8286 33.9251 32.5 32.1046 29.7637 28.9064 28.5664 28.178 27.741 27.4369 27.1198 26.6367 26.3949 25.6923 25.2616 25.2295 24.7866 24.3901 23.8515 23.5779 29.4795 23.5236 23.2427 23.1246 22.8271 22.8243 22.7273 23.9941 22.6739 22.2313 21.9541 21.4922 20.9054 20.6982 20.6727 19.9655 19.9593 19.8632 19.6825 19.2437 19.163 19.1166 18.9607 19.4139 18.789 18.147 17.7935 17.2253 17.2245 16.9384 16.9153 16.1461 16.1327 15.9629 15.7967 15.7008 20.4929 15.2818 15.1823 14.9515 14.8979 14.8905 14.6702 18.9164 14.5705 14.5504 14.5043 14.529 14.4281 14.2582 14.1771 14.1657 14.0896 17.3557
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decision_type=8 10 10 10 8 8 2 10 2 2 10 10 8 8 10 8 10 10 8 10 8 8 10 10 2 10 10 8 10 8 10 10 2 8 10 8 10 10 2 8 8 8 8 10 8 2 8 10 8 10 2 10 10 2 8 2 10 10 10 2 10 10 2 10 10 2 8 8 10 10 8 10 10 10 10 2 10 8 10 2 2 2 10 2 10 10 10 2 2 10 10 10 10 2 10 10 10 10 10 8 8 10 2 10 10 8 10 2 10 2 8
left_child=2 5 4 8 20 10 15 12 13 30 23 19 21 31 17 43 33 28 42 45 -1 97 -23 60 -14 82 49 105 59 51 -10 46 48 41 70 107 66 54 -13 96 52 81 72 83 -44 -12 102 67 -17 62 108 106 86 -21 71 -41 -27 77 -54 79 103 -8 -24 64 -50 84 -16 -47 -28 -30 -29 95 -18 89 78 -52 -43 -58 -48 -7 -81 -11 99 -6 -40 91 -37 -32 -36 -55 -35 -72 93 -25 -33 -38 -20 -3 -76 -15 -101 -63 -4 -2 -105 -5 -9 -26 -19 -22 -111
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leaf_count=1926 2747 4874 1044 113 1248 10488 674 16372 1268 264 2211 278 9957 327 329 625 497 2546 1081 437 367 2712 377 322 261 521 1696 161 704 22646 712 993 160 1210 339 460 356 2023 718 1516 6351 1540 129 222 1004 2647 169 1482 1414 648 184 11827 523 1393 1006 1178 960 487 201 4715 2893 1050 1408 1659 241 92 2348 3694 2051 761 918 399 1297 271 545 683 149 110 672 1885 1114 2525 1765 158 95 210 5736 1655 697 299 319 170 562 888 106 1335 761 2140 1069 1225 836 160 1101 699 198 841 766 12977 531 1113 99
internal_value=0 -0.00808582 0.0272085 0.0197931 0.0472231 0.00107692 0.0376117 -0.0129328 0.0167936 0.0214314 0.00722819 0.011288 -0.0097893 0.00993355 -0.00331948 0.043843 0.024647 -0.00572199 0.0188382 0.00891373 0.0652932 -0.00478397 -0.00072616 0.000452264 -0.0119709 0.00340068 0.0032782 0.0428151 -0.00767024 -0.0161485 0.00896924 0.0167971 0.0360949 0.0312491 0.0344153 -0.010088 0.00380873 0.00772656 0.0328748 0.0123899 -0.00691539 0.0351391 0.0278375 0.0592146 0.0383614 0.00622204 0.012965 0.00851135 0.0375948 0.0116845 0.00378401 -0.0139333 -0.00287229 0.0192489 0.0132284 0.0179457 0.012709 0.0174483 0.0107878 -0.00874588 -0.00282818 0.0165978 0.0166396 0.0406324 0.0487799 0.0398698 -0.00374897 0.0108133 -0.0024572 0.00513945 0.0427065 0.01807 0.0193083 0.0229949 0.0186626 0.0155226 0.0448555 0.024382 0.0284226 -0.00686235 -0.000921886 0.0277352 -0.00158712 0.0635684 0.0437271 0.0459492 -0.00467178 0.00237747 0.0196076 0.0261076 0.0182231 0.0501344 0.0116698 0.0165485 0.0299885 0.0218215 0.00362414 -0.00988224 0.0119187 0.00304136 0.000113986 0.00851097 0.00567719 0.00156375 0.0100626 0.058672 -0.0116772 -0.0132102 3.10604e-05 0.0483505 0.0534216
internal_weight=0 11443.1 3445.8 2526.74 919.054 3961.35 617.245 7481.78 2248.65 1330.74 1648.83 1027.49 3800.89 917.908 2312.52 468.869 1051.11 1730.84 576.775 936.622 301.81 1162.1 652.55 621.344 2638.79 476.871 454.68 278.098 1437.82 3680.89 279.628 441.037 330.879 474.335 199.618 1921.02 581.672 382.959 90.8653 347.916 966.543 354.014 228.859 137.99 88.9861 754.02 354.97 588.118 318.01 180.786 293.02 2071.5 504.431 182.601 232.784 207.436 161.733 121.153 53.7158 1328.96 485.728 148.376 132.819 268.522 135.483 69.564 198.713 478.46 273.894 108.865 117.581 158.203 139.873 149.526 191.686 64.4532 134.289 83.4734 67.0326 984.958 219.307 219.725 315.138 119.744 62.5116 104.748 450.715 179.991 82.0371 129.127 120.321 88.1228 135.616 92.7571 86.0677 128.179 140.48 509.552 124.654 181.987 156.938 93.9091 163.283 272.495 67.3721 78.4805 1230.37 954.481 228.567 134.563 103.59
internal_count=200916 157316 43600 32484 11116 53333 7611 103983 29035 17105 21926 13617 52372 11930 31407 5727 13470 23611 7463 12434 3505 15906 8892 8309 36466 6231 6180 3449 19667 51611 3635 5699 4099 6007 2495 26509 7796 5119 1183 4536 13271 4478 2927 1628 1133 10034 4600 7823 3939 2433 3944 28965 6920 2400 3096 2694 2078 1557 724 18202 6537 1884 1785 3314 1655 905 2677 6341 3747 1465 1459 2090 1794 1963 2455 867 1689 1070 841 13487 2999 2789 4153 1406 813 1298 6196 2367 1036 1692 1529 1088 1772 1210 1099 1691 1842 7014 1614 2388 2061 1210 2145 3644 897 954 17138 13238 3077 1579 1212
is_linear=0
shrinkage=0.0227381


Tree=4
num_leaves=112
num_cat=0
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split_gain=4126.51 1548.55 539.132 421.233 265.82 265.182 222.017 174.573 170.422 135.634 117.803 106.329 102.44 95.1488 89.2879 76.7678 71.2067 70.1648 61.132 60.3889 58.851 58.4772 57.5737 49.2161 47.2683 47.661 46.4768 45.1408 49.0338 44.0417 42.0877 41.2496 40.1055 37.3793 35.8587 36.4954 35.8122 35.1096 33.412 32.8451 31.9863 31.7653 30.6788 30.4163 30.2909 30.1605 29.3619 28.4659 30.7689 28.3396 34.9507 25.7853 25.5871 26.4602 25.3607 26.3083 24.6645 24.623 24.7879 24.178 23.7525 23.7317 23.3073 23.2703 23.2698 23.1617 23.0345 22.4753 21.7589 20.6013 25.5993 20.5366 20.4366 22.0646 20.0533 19.9329 19.814 19.4522 18.5431 18.5135 18.1202 17.7663 17.3376 17.0965 20.8593 21.1671 17.7181 16.9769 16.6856 16.4756 16.1567 15.7863 15.5997 14.9627 14.8535 14.4077 14.4333 14.0692 13.9918 13.8444 13.6519 13.5708 13.5612 14.8952 13.1433 13.0628 13.0069 13.803 12.9249 17.8943 12.9177
threshold=0.10039951714252181 0.23419580821259564 0.15427683686723806 0.044797262020276833 0.66582237485956997 0.94226861883136925 0.15650927799523076 0.39208074534161497 0.93593741860389279 0.34269103252704741 452.02846153846161 0.93065589962944151 1.0000000180025095e-35 0.069914750046030566 0.021551196190658855 0.23608252039712782 46.041067761806993 177.39334823698687 -598.16025641025624 0.16119709618054776 0.14255827854154215 52.951403148528414 -2111.4999999999995 9.5000000000000018 50.254620123203289 0.012592930492776719 0.80067911021397287 46.542094455852158 0.062166199054793182 0.057142585035453337 122045.61975000001 0.0040570294950157413 1.0000000180025095e-35 0.64605128617633223 0.93563184374075181 -519.5192307692306 0.092722347604156083 1.0402523987381054 16.500000000000004 -931.49999999999989 0.46955788558464323 -0.012165695894509552 0.12107914604744326 -0.039368001744151108 0.3989491454100827 0.91695402298850581 463905.50727272738 -0.025349247269332405 1.0000000180025095e-35 13.801639344262297 0.98359467024354352 0.055754907223918994 0.045334974622049974 0.0083277103013945138 0.089783140089910327 0.090450000000000016 0.077172234673980822 2815566.7500000005 0.77220000000000011 401.29200623700632 0.920144927536232 54.416153319644089 -2345.4999999999995 0.35242982714310772 0.030302567887571703 0.083332916668775722 0.26393188854489169 0.009128932095193552 0.10155000000000002 0.031119665200477552 -0.029362661764025685 0.096025177543532722 47.396303901437378 0.070685105309195945 0.42855260981512405 0.4431524547803618 6.5000000000000009 0.28444589363541123 0.15308380093158733 8947.0828885922128 5.5000000000000009 0.3159136047666336 1.0000000180025095e-35 0.15986773301367876 208.69794751616277 0.15424266455194294 0.65108695652173931 0.093961739912637746 0.014055577572435142 -2494.4999999999995 0.28516483516483521 157501.12500000003 0.064423148664814148 30462.591478315255 2475022.5000000005 0.60996279454319979 2.5000000000000004 0.15023645428183283 164.22734056987792 -1082.4833333333331 1.0000000180025095e-35 0.008261477109044792 5.5000000000000009 0.046802201116551256 -980.49999999999989 -0.0158513905480504 0.81848688224527166 0.15427683686723806 0.13997133608454695 0.0051014660857617864 34.500000000000007
decision_type=8 10 8 10 10 8 10 10 8 10 10 10 2 10 10 10 2 10 10 10 10 2 2 8 2 10 10 2 10 10 10 2 2 10 8 10 10 10 2 10 10 2 10 2 2 8 10 2 2 8 8 10 10 10 8 10 10 10 10 10 8 2 2 8 10 10 10 8 10 10 2 8 2 10 10 10 2 10 2 2 8 10 2 10 10 8 10 10 2 8 10 10 10 2 8 10 2 2 10 10 2 2 8 10 2 2 10 10 10 2 8
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decision_type=8 10 10 10 10 8 8 8 2 10 2 2 10 8 2 2 10 10 8 2 8 8 10 8 8 10 8 8 8 10 10 2 8 2 2 8 8 8 2 10 8 2 2 10 8 10 2 8 2 8 2 10 2 8 2 2 2 10 8 10 10 8 10 2 2 8 10 10 2 10 10 10 8 10 10 10 10 8 10 10 8 2 10 8 10 10 10 8 8 8 2 10 10 2 10 10 2 2 2 2 10 10 10 8 10 10 8 10 8 8 8
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Tree=7
num_leaves=112
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decision_type=8 10 10 10 8 8 10 10 10 8 2 8 2 10 2 10 8 10 10 8 8 2 10 8 10 10 10 10 10 10 8 2 2 2 2 10 2 10 10 8 2 2 10 8 2 2 2 10 2 2 2 10 10 2 8 8 8 2 8 10 2 8 8 8 8 2 2 8 8 2 10 2 10 10 10 10 10 10 2 10 8 2 2 10 2 8 10 8 10 2 8 10 10 10 10 10 10 8 10 8 10 2 10 10 2 8 2 2 2 2 8
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leaf_count=562 539 98 28862 1902 978 2921 1088 632 1954 4576 436 5380 2083 1069 648 117 2575 6993 1447 7818 1511 1705 215 330 251 729 654 1558 1503 226 3768 155 657 297 1890 997 574 669 201 182 8726 257 368 680 461 464 380 521 1248 1340 2069 2430 315 1640 128 343 775 763 1768 107 1339 756 892 654 3291 5383 1571 1185 409 539 2311 391 482 1792 1714 972 538 439 2029 1024 7892 326 401 548 994 442 17608 2168 145 415 978 1777 183 467 2325 163 2375 447 498 445 978 960 544 637 9296 1070 1446 695 568 848 82
internal_value=0 0.020133 -0.00901907 0.0332433 0.012072 -0.00282368 0.0177998 0.0435992 0.0262433 0.00154294 0.021727 -0.0136064 0.00609473 0.0136626 0.00844422 0.0364196 0.00709117 -0.0100988 0.0188101 -0.00649433 -0.00328056 -0.00230995 0.000378235 0.011383 0.0154834 0.0253927 0.0272404 -0.00828233 -0.0156447 0.0107304 -0.00823525 0.0392552 0.00480801 0.0279431 0.00750637 0.0100655 0.0147869 0.00702044 0.0282317 0.0247957 -0.010197 -0.00107606 0.00074769 0.00776079 0.0141429 0.0173306 0.0202385 0.00921566 0.0327073 0.0144223 0.0226016 0.0140496 -0.00161064 0.0198671 0.0171548 0.0313958 0.0331427 0.0315441 0.0434969 0.0455154 -0.00801307 -0.00192972 0.00142374 0.00509498 0.0337566 -0.00938703 -0.00728433 -0.00213188 0.0322413 0.035332 0.037462 0.0405962 0.0352512 0.039761 0.00919661 0.00533956 -5.02545e-05 0.0246456 -0.00295794 0.00220364 -0.00083062 0.0190496 0.0133987 0.00627176 0.000893856 0.011606 -0.0164332 -0.00246195 -0.00722544 0.0106119 0.0173663 0.00551438 0.0472588 0.0199377 0.00410333 0.0212251 -0.01502 0.0127752 0.00271185 0.00269488 0.00803991 0.0116305 0.0147365 -0.000117321 -0.00834654 0.0142457 -0.0042025 0.00481002 0.0572553 0.0056167 0.0588537
internal_weight=0 4665.36 10190.3 1766.11 2899.25 4341.23 1471.83 694.18 1071.93 1984.93 812.779 5849.07 1427.41 1059.77 1163.49 491.827 810.529 2168.51 567.538 2356.3 1124.9 1174.4 843.323 862.256 505.71 645.608 583.437 1685.69 3680.56 570.102 363.462 259.149 368.153 412.066 492.229 408.689 258.29 167.171 176.278 220.641 1291.3 783.455 659.618 285.069 62.3133 242.84 207.43 257.534 115.766 162.302 190.416 391.26 240.427 178.783 59.8679 323.012 298.212 414.606 210.18 195.929 919.457 394.39 286.459 223.958 359.653 1231.4 851.509 298.684 427.917 329.14 293.345 245.474 270.115 192.458 170.229 356.546 301.237 43.5176 310.695 167.864 597.305 123.973 113.619 80.4321 214.667 53.7172 3317.1 259.406 756.744 308.738 112.512 327.262 186.014 98.7771 231.175 77.6569 2138.51 41.8304 75.4814 187.788 102.834 141.88 116.828 95.2324 681.263 104.875 263.922 96.6463 63.9097 139.594 202.353
internal_count=200965 56166 144799 19638 36528 59618 18001 7418 12220 26768 9445 85181 18527 13061 14998 5434 10727 31065 6891 32850 15470 16041 11465 11052 6404 7391 6662 24072 54116 7491 5271 2775 4992 4940 6170 5101 3211 2054 2090 2751 18498 10683 8978 3653 829 3139 2675 3481 1430 2187 2449 4801 3236 2214 782 3852 3555 4708 2213 2058 13118 5574 4016 3124 4054 17380 11997 4179 4749 3650 3241 2702 3212 2274 2368 4648 3946 567 4392 2363 8149 1666 1385 984 2814 643 48845 3401 10478 3823 1393 4352 1951 1099 2973 938 31237 545 1037 2608 1423 1834 1504 1294 9441 1321 3529 1233 685 1820 1984
is_linear=0
shrinkage=0.0227381


Tree=8
num_leaves=112
num_cat=0
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split_gain=4897.49 821.756 503.947 231.976 162.359 159.358 137.674 106.985 91.1921 87.209 80.1902 75.5729 71.495 62.5496 60.0062 56.2775 56.0076 55.6709 53.285 52.6682 48.4181 44.8582 44.3663 44.1452 38.3371 36.9206 36.2349 36.1823 34.5213 34.3337 32.4378 31.6547 30.3594 30.0022 29.358 29.0643 28.6573 26.8445 26.1419 26.0958 25.4066 25.2733 25.0517 24.6421 24.5484 24.4719 24.0793 23.4166 23.2761 22.8921 22.6436 22.5971 21.6427 21.3942 20.1318 19.9106 19.3281 19.242 19.1191 19.1087 18.9741 18.8135 18.8094 18.8086 24.2697 18.7191 18.3291 18.1475 18.0014 17.8958 17.8423 17.8395 20.0213 17.6956 17.6744 16.9035 16.7195 19.8815 20.6967 16.6679 16.5578 20.1166 16.5222 16.4678 16.3585 16.3263 16.1924 16.4991 15.9074 15.8019 15.7862 19.8172 15.9109 15.726 15.6579 15.1382 15.1235 14.8472 14.804 14.8028 14.9411 18.6554 14.6252 14.5382 14.37 14.3325 14.1779 14.1484 14.0017 13.96 13.907
threshold=0.42924060623869392 0.3262182626382818 0.54989117490656503 0.080774112354767821 0.86325952506116199 0.9618846905449413 0.86325816545756684 0.86325858229095509 0.41991365632974009 0.25191907186227297 0.29969764686885941 0.046521784670487676 0.34660151483492985 0.75051020408163283 7669.3518017815486 0.050050000000000004 0.046521784670487676 -0.022785210050642487 0.14318783068783072 0.83285163776493276 0.94929516278414261 425.78529262672811 0.24695171366230489 0.3246621621621622 0.93360881542699736 0.13610002346156361 12.343137254901963 0.36812987827773896 0.90894734571081448 -1645.4999999999998 0.42432195490471808 15180.750000000002 0.046890814320374806 76500.22500000002 0.01700981613248587 6.5000000000000009 0.14058540533210676 0.1876467136150235 0.058850000000000006 -182.49999999999997 0.35421484362303374 2.5000000000000004 0.092269093703300289 6.5000000000000009 0.68442631829281242 1646185.5000000002 0.14710000000000004 0.092722347604156083 66224.969022727295 0.29019336665476886 0.45080645161290328 -1181.4722222222219 0.12715000000000001 -0.0059138312935829154 0.86325858229095509 0.039270764485569515 1.0000000180025095e-35 0.90991356375969989 3.5000000000000004 0.7814295977011495 0.21240601503759401 20649.307500000003 225001.80000000002 0.0482779216254395 -1148.4999999999998 0.05599820372576788 3.5000000000000004 1.0000000180025095e-35 16877.250000000004 -366.49999999999994 26592.750000000004 0.013048108201473953 0.31789848782421076 0.093961739912637746 29.516666666666669 -0.022350753657519814 -1427.7321428571427 0.042600858899390463 0.026815009145774515 -0.028428461402654644 12102.750000000002 0.31076286118896485 0.041149465367197997 -0.012367356102913616 0.70538198516052542 3.5000000000000004 8639.4150000000027 0.80577692809253809 0.99999798761079739 4044.9306860017205 1.0000000180025095e-35 0.10445092125944068 50855.343750000007 -0.00034238975786138321 -331.16025641025635 0.1474384488635633 0.40370370370370373 1.5000000000000002 -477.74166666666662 0.31895961670088985 16224.750000000002 -0.010244765784591435 7532.2452943822727 0.85806508221144584 3814.2607738113279 5.7553287981859418 0.496567359222502 -550.15476190476181 1.0000000180025095e-35 -7472.4999999999991 0.0057423441060858848
decision_type=8 10 10 10 8 10 8 8 8 8 8 10 8 8 2 10 10 2 10 8 8 10 8 10 8 10 10 8 10 2 8 10 10 10 2 2 10 10 10 8 8 2 10 8 10 10 10 10 10 10 10 10 10 2 8 10 2 8 2 8 10 10 10 10 10 8 2 10 10 8 10 2 2 10 10 2 8 10 10 2 10 10 2 2 10 8 8 10 8 2 2 8 10 2 10 2 8 10 8 2 10 2 2 10 2 10 10 10 10 2 10
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Tree=11
num_leaves=112
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split_gain=4235.86 637.696 548.237 200.839 125.061 117.024 109.524 105.509 80.3923 71.0196 69.2079 63.3692 58.8462 50.3782 48.9251 50.4541 46.5226 45.5389 44.3248 41.5711 40.3862 39.4868 37.7205 37.375 37.3229 36.4168 36.4358 34.7065 35.5351 32.8789 30.175 29.9811 28.6024 28.203 27.8584 26.738 26.6934 25.5423 25.0809 26.2769 25.762 24.9761 24.8543 24.3122 22.7193 21.9013 21.5801 24.1016 21.2853 21.1179 20.6822 21.9546 20.6621 20.3594 20.2877 19.9037 19.8008 19.6484 19.6088 19.4958 18.8684 18.6564 18.4941 18.3788 18.2952 18.127 17.6461 17.1547 21.9304 17.1257 16.9542 20.3293 16.613 16.6008 16.5369 16.3754 16.3623 16.2936 16.1915 16.0761 16.0282 15.939 15.7893 15.6396 20.3248 15.6306 15.4908 16.9385 15.387 15.676 15.2026 15.1608 15.0745 15.0736 14.9345 14.8672 15.741 14.7491 14.6534 14.6151 14.5342 14.4431 14.4299 14.1981 14.1791 17.6805 14.031 14.0085 13.8105 13.7759 13.7466
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decision_type=8 10 10 10 10 10 8 8 8 8 10 10 10 10 10 8 8 10 2 8 10 10 2 10 10 8 2 10 10 10 2 8 10 2 10 8 10 8 8 2 10 8 10 2 8 8 10 2 8 10 10 10 2 10 2 10 10 8 10 8 2 2 8 10 10 8 10 10 10 2 2 10 8 10 10 10 10 2 10 2 2 8 8 10 8 2 2 10 8 2 8 10 10 10 2 8 8 10 2 8 2 2 10 10 8 8 2 10 2 10 2
left_child=1 3 4 6 14 10 16 11 44 25 12 49 18 21 62 19 20 41 81 -16 74 48 -11 31 66 46 -27 28 42 95 -13 80 56 35 -7 -32 -21 100 39 -24 -40 -18 70 60 45 58 47 -5 -6 88 82 -52 -41 104 91 106 -29 -28 -9 -39 101 78 103 -34 -58 -17 79 68 -64 -37 -10 -72 94 -49 -1 -65 85 -66 -19 -14 -8 -4 -33 84 -50 -35 87 -42 -3 -90 -83 -46 -59 -94 -23 -12 -97 -31 -84 -67 -38 -20 -81 -2 -48 -106 -15 108 -36 -57 -54
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leaf_count=1879 472 133 1258 588 12282 31378 446 908 831 1154 852 838 454 518 1795 3840 718 1220 2707 1756 137 594 756 925 1875 127 381 1822 1098 534 711 444 3954 1511 8681 1332 684 261 1142 441 360 795 4323 4721 1870 371 91 2081 2866 1424 227 306 1216 96 248 2292 1015 142 607 1131 3314 88 1137 303 190 632 217 1081 614 116 1847 1729 748 469 103 273 126 777 269 380 1621 395 2834 469 3926 155 737 344 431 266 30727 131 365 1240 643 3678 3510 738 96 957 554 2915 197 1972 381 157 570 5408 513 1100 227
internal_value=0 0.0177807 -0.00823024 0.0261559 -0.0003548 -0.011795 0.0325466 0.00946434 0.00664093 0.0189464 -0.00921423 0.0176499 -0.0105457 -0.00410094 0.0051002 0.00802322 0.0402644 0.0326826 -0.0113564 0.0129125 0.0490413 -0.00584735 0.0128693 0.0257197 0.000684663 0.0246723 0.0324408 0.00423733 0.00738449 -0.0024428 0.0225056 0.0277105 0.000317638 0.0252422 -0.0152351 0.0177283 0.0170117 0.0220207 0.0154773 0.0206414 0.00949203 0.0217983 0.00552462 -0.00712092 0.0163793 0.00911425 0.0192488 0.0156095 -0.00705272 0.00620799 0.0228395 0.00757255 0.0252048 0.0309578 0.0216117 0.00379329 0.0053937 0.0346334 0.0131491 0.0293335 -0.00438289 0.0413748 -0.00158702 -0.00405674 0.010749 0.00203054 0.0112195 0.00293448 -0.00220884 0.0234238 0.00962901 0.0118992 0.00499414 0.0185433 0.0514225 0.00833658 0.0325538 0.0180482 0.0431046 0.0154926 0.0353514 -0.0131571 0.0248942 -0.0033537 -0.00444505 0.0344322 0.0158455 0.00643388 0.0153692 0.0195864 -0.013553 0.0240784 0.0380237 0.0400003 -0.00117154 -0.00451773 -0.00580124 0.00956485 0.0268505 0.00907559 0.0119387 -0.00128811 0.0234902 -0.00679112 0.0351653 0.0391346 0.012808 -0.0118029 -0.00946685 0.000467454 0.0293421
internal_weight=0 4755.58 10089 2360.23 3146.71 6942.32 1235.14 2395.35 1792.61 1125.08 3984.59 602.738 3325.82 1866.83 1279.88 889.4 559.975 322.236 3101.82 484.323 237.74 1530.48 559.353 675.168 224.006 565.729 214.976 1447.65 798.735 658.769 417.323 594.422 648.914 347.152 2957.73 185.731 347.397 211.366 465.456 238.565 226.892 156.47 708.666 938.026 344.964 154.3 350.754 282.891 1380.05 185.415 383.955 50.3251 172.436 67.8627 190.664 336.352 299.44 203.03 124.52 112.991 617.664 165.766 390.479 349.474 156.793 405.077 92.1792 210.948 129.979 125.448 361.224 295.206 150.429 234.062 222.827 45.7016 161.422 77.3029 157.079 76.3739 210.467 2163.79 333.63 521.948 487.682 150.348 128.831 62.7935 69.2758 58.3448 2078.54 170.019 168.036 155.037 92.0311 566.28 505.335 92.4894 290.504 121.161 98.3755 390.746 42.9448 179.53 59.1607 50.7622 84.0408 956.303 609.416 252.311 133.709
internal_count=201289 53943 147346 24603 42894 104452 12108 29340 22297 12495 58472 7043 49160 26008 16886 11610 5209 3090 46037 6181 2119 21528 6377 6899 3123 6118 2255 18162 9828 9312 4789 5974 8334 3951 45980 2159 4386 2630 5223 2640 2583 1513 8730 13657 4135 1886 3863 3138 19543 2254 3907 533 1884 725 2249 4480 3804 2128 1515 1392 8936 1577 5276 4530 1982 5429 1248 2832 1751 1448 4407 3576 1985 2550 1982 576 1792 967 1489 1031 2067 32380 3374 7261 6792 1666 1441 704 830 697 31122 2001 1747 1605 1237 8040 7188 1272 2930 1589 1238 5622 577 2444 629 538 1088 14602 9194 3392 1443
is_linear=0
shrinkage=0.0227381


Tree=12
num_leaves=112
num_cat=0
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split_gain=4042.22 612.583 543.998 149.532 146.771 133.418 113.344 88.0281 76.1229 73.3902 70.6916 58.7751 58.0121 57.7417 56.8105 50.9103 49.5594 41.9495 41.9238 41.1628 40.9006 40.7815 38.4983 38.1892 36.4286 35.714 34.2815 33.3004 33.9186 32.874 32.468 29.3537 28.5087 27.4994 25.6808 25.6168 25.5817 25.3593 24.5075 24.3193 24.241 24.2014 23.9373 23.8009 23.4952 25.093 23.3181 22.5867 22.4846 22.3324 22.051 21.4475 21.1431 20.9824 20.7372 20.6792 20.652 20.4938 20.3854 20.2974 20.1517 19.7212 20.8808 19.703 19.5815 19.014 18.9796 18.9054 18.8077 18.2439 18.1943 18.1102 17.8494 17.5534 17.3991 17.3468 17.1735 18.2417 16.3966 18.2411 16.1126 15.3201 15.0958 14.9245 14.8746 14.7252 14.6761 14.6666 14.6594 14.6567 14.4349 14.3684 15.7928 14.3683 14.2938 14.2153 14.2765 14.1568 13.954 13.8911 13.7473 13.4864 13.3809 12.9584 12.8298 12.6189 12.6058 12.2129 12.2105 12.1335 12.1294
threshold=0.41287374806781002 0.54675166153676658 0.25808640860046367 0.82562932579955095 0.87320924853621029 0.86325802109828598 0.47493734335839605 0.44203468942141949 0.24152726713733774 0.11446769790718837 0.045334974622049974 0.46638142126417259 17.023809523809529 0.58957219251336912 0.34090566412912765 0.14710000000000004 0.66279168861792537 0.091725342617780245 0.024790919445421569 1555.7437500000001 0.92888748419721889 -1100.4999999999998 0.0044076592693141296 -1018.4999999999999 0.046521784670487676 23.500000000000004 5.8145930361499234 24752.250000000004 451282.50000000006 0.44519519519519524 7947.7308360118714 0.017150000000000002 0.16486439092822072 4944.7687500000002 0.93662407380803014 0.10620300751879701 0.32672684458398749 0.88687448728465967 0.024615685632035023 28.704996577686519 0.028639781271360222 -1021.8730158730158 3436.8975000000005 0.81785003317850047 0.43614130434782611 -2100.4999999999995 1.5000000000000002 59.774127310061608 0.31754526115300613 24703.650000000005 50.254620123203289 -0.028304479084908959 0.044080065640821613 1.0000000180025095e-35 52.82711234817814 -0.010586139280349014 0.067453245508049167 0.17782306734601236 0.0029210953507572417 3.5000000000000004 0.23429041620260441 66.500000000000014 0.027953401207923893 0.64480153650539129 -118.49999999999999 -0.03476081229746341 0.031945000000000008 4.7405886379192337 -3119.4999999999995 361.67762624826236 17169.750000000004 44866.890000000007 -1137.4999999999998 1.0000000180025095e-35 0.026397088542580608 -2544.4999999999995 0.037750000000000006 6.5000000000000009 5000.3651010437534 10.517857142857144 3976.6331250000007 -1007.3541666666666 -0.011827093083411453 0.33647798742138368 -1463.4999999999998 -637.49999999999989 0.3246621621621622 0.98435000000000017 -2361.4999999999995 0.1172415286682388 -0.018502235412597653 0.33366561529644612 530.50000000000011 2.1538213207376824 -0.022081606090068814 0.98335000000000006 24752.250000000004 0.028469023294746879 -0.028522936627268788 -2367.4999999999995 25.720779220779225 0.88922972051806415 -0.017764932475984093 9.5000000000000018 0.10039951714252181 0.019650000000000004 0.016317633911967281 -0.0021351387258619066 0.99998351675559116 -2948.4999999999995 -607.49999999999989
decision_type=10 10 8 8 8 8 8 10 8 10 10 10 10 8 8 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 2 10 8 8 8 10 10 10 10 2 8 10 8 8 10 10 2 2 10 8 2 2 10 2 10 2 10 10 2 10 10 10 2 10 10 2 2 2 2 10 10 10 10 2 2 10 10 2 2 8 8 10 2 10 2 10 10 10 10 8 2 10 10 2 2 8 10 2 2 8 10 8 2 8 8 10 2 2 10 2 10
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Tree=15
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decision_type=8 10 10 10 8 10 10 10 8 2 8 10 10 2 10 8 8 10 10 8 2 8 10 8 8 10 10 10 2 10 10 8 2 8 2 2 8 10 10 2 10 10 8 8 10 8 10 10 10 10 2 10 10 2 10 10 10 8 10 10 10 8 2 2 2 10 10 10 10 8 2 2 8 10 10 2 8 10 8 8 10 8 2 10 10 8 10 2 8 8 10 2 10 10 10 10 10 10 10 2 10 8 2 8 8 10 10 2 2 10 8
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leaf_count=192 10191 2766 32970 114 523 359 715 855 7796 478 3874 3006 1221 3772 1633 528 2180 1257 2652 1861 239 2317 401 855 631 523 984 2143 2802 2298 521 1195 99 2339 7415 499 4311 1408 252 259 513 1114 3880 3411 291 548 389 564 183 3572 1393 1772 119 1252 377 332 717 2695 773 148 767 150 399 903 2190 12296 4802 601 616 15006 499 407 790 459 805 594 1259 164 202 833 150 1281 563 434 510 602 83 196 120 248 359 387 275 486 202 668 658 1493 288 3076 102 675 7587 269 189 205 223 223 406 98 970
internal_value=0 0.0150729 -0.00816775 0.0221997 -0.00262529 0.0176598 0.00760889 0.0295407 -0.0124905 0.0145962 0.00532008 -0.00568842 0.0102575 0.00225254 0.0167238 0.0167302 0.0207811 0.00483028 -0.00906141 0.00200819 0.00286346 0.00592252 0.0294321 0.00197181 0.0235327 -0.01455 -0.00724833 0.00437132 0.00674671 0.0273981 0.0147393 0.0184275 0.0250782 0.0102676 -0.0104555 0.0323291 -0.00726215 0.0224221 0.0290042 -0.0084793 0.0300766 0.0102212 0.0108397 -0.00425396 -0.00114397 0.00190505 -0.00809412 0.0157729 0.0259122 0.00868683 0.00981284 0.0143085 0.0306283 0.0367805 0.0215079 0.00899652 0.0116402 -0.00575292 -0.0153439 0.0369042 0.0385274 0.00226358 0.013566 0.0154489 0.0234206 -0.00619418 -0.00248565 -0.00158575 -0.00308097 -0.0155787 -0.00296075 0.0169364 0.002686 0.00851705 0.0171049 0.0062414 0.00127103 0.0111751 0.0342496 0.0370812 0.0412125 -0.00372498 0.016898 0.0039685 -0.00165501 0.0050198 0.007331 0.0251618 0.0300747 0.0157303 -0.00398276 0.00483273 0.00613267 0.0137297 0.0263683 0.00866475 -0.00344855 -0.00112499 0.00667052 0.0377598 0.0228491 -0.00655853 -0.00830547 0.012971 0.0386825 0.0129864 -0.00433611 0.00986746 0.00588352 0.0412119 -0.00226713
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is_linear=0
shrinkage=0.0227381


Tree=16
num_leaves=112
num_cat=0
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split_gain=3264.07 492.652 420.322 212.925 118.146 113.306 102.897 80.5446 77.9627 71.5137 60.4048 59.666 56.6222 56.487 53.3564 51.9684 51.6359 47.4629 44.6595 41.6069 39.1646 37.2967 37.2509 36.2072 42.3664 33.5259 33.18 30.7298 29.7966 28.7384 41.0611 28.6533 26.9689 26.858 25.6435 25.3032 32.8038 25.0183 24.9083 24.7408 24.5981 24.5022 24.4553 23.4827 28.2941 22.9057 22.9033 22.5509 22.4252 22.0243 21.5949 22.9768 21.5067 21.5026 21.0906 20.5876 20.51 19.7729 19.1607 18.8569 20.0617 18.7416 18.3849 18.2505 18.2023 18.0353 17.9826 17.8863 17.7111 17.6066 17.5524 17.545 16.828 17.1047 16.7812 16.6157 16.5223 16.0617 16.0315 15.442 15.3682 15.1981 15.1564 15.1439 15.1427 15.0694 14.9679 14.962 14.9297 14.9114 14.764 14.5648 14.2485 14.0579 13.7748 13.7154 13.433 18.2299 13.4076 13.188 13.071 12.7763 16.7612 12.532 12.5304 12.4699 12.4245 11.9691 11.9584 11.9448 11.9443
threshold=0.4313037265717693 0.24552878354483898 0.55464143270991884 1.0013974840398123 0.24621212121212124 0.27168032826289484 0.021551196190658855 0.92769777080125959 0.17669683257918556 0.2450427016584549 -1100.4999999999998 0.83472147453930501 1.0144151398037338 0.87320936753784273 503.86405051150894 0.24152726713733774 1.5000000000000002 1.0000000180025095e-35 54.898015058179332 0.60040322580645167 0.920144927536232 5214.7320188707799 0.082492562663678617 0.17309364044727574 0.032403769525000285 0.89381391506680685 0.36959394480797109 -928.65151515151501 -199.49999999999997 0.83472354515812008 0.13647450110864748 0.17405329593267885 0.46770833333333339 1.0349204490255366 0.11453765126638525 1.0000000180025095e-35 0.14429207453766402 74.500000000000014 0.77729307006265702 152760.15000000002 0.36396103896103899 54.500000000000007 7098.2156250000007 1.5000000000000002 0.40574790048145171 5689.6500000000005 0.33096695607420717 15.107334869431645 0.054999656975269325 27.103353867214242 0.12965000000000002 0.012500501703470947 385.51987570356476 -1450.4999999999998 26.642183288409708 0.10070000000000003 -495.96874999999994 30.017241379310349 0.32253689179583467 12814.644375000002 6350.0775776354922 0.7911672560829458 -1527.4999999999998 0.47846676500260715 3.5000000000000004 0.096750000000000017 205323.75000000003 0.34211564157585356 0.021484537981450561 1.0257879212539167 2.5000000000000004 0.34062573808749103 -1413.3166666666664 219760.25000000003 0.98485000000000011 0.96321939813122226 6975.6431250000005 0.92605021128511067 17.003472222222225 0.055065800708840186 1089.5000000000002 -2251.4999999999995 9.5999040009718435 25401.531250000004 0.084750000000000006 1.5000000000000002 0.38972044904248299 0.82562725544862081 0.040630805429709684 16.500000000000004 -0.0052569201216101638 0.71044607924407766 1.1574507560434666 0.7911672560829458 0.75941421810808818 0.031091999262571338 -0.044867407530546181 0.03692221829030206 -0.0097603434696793539 0.0098895807750523108 26.500000000000004 -964.96153846153834 0.020207894966006282 -327.49999999999994 35.500000000000007 0.88824737948812549 0.024887000000000003 8705.1075000000001 0.9779500000000001 6131.6550000000007 7.9289915966386566
decision_type=8 10 10 10 10 8 8 8 10 10 10 8 10 10 10 8 2 2 2 10 8 2 10 2 10 10 10 10 10 8 10 10 10 10 10 2 10 10 8 8 10 2 8 2 8 10 8 8 2 2 10 2 10 10 8 10 10 10 2 8 2 10 10 10 2 10 2 10 2 8 2 10 8 10 10 10 8 8 8 10 10 10 2 8 10 2 10 10 10 8 2 8 8 10 10 2 2 8 2 2 8 8 2 10 8 10 2 8 10 10 8
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Tree=19
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split_gain=2404.61 481.762 300.847 203.95 133.083 122.002 111.777 101.263 87.0663 74.8848 69.6905 64.6644 53.8879 52.7975 52.3915 47.298 49.2166 47.0901 46.931 43.4783 41.0835 37.7098 37.435 37.184 36.9136 34.4068 33.9576 33.6413 32.6094 31.4018 31.1861 30.9628 30.2905 29.7122 38.9994 28.6997 28.4243 27.7601 27.3986 26.8468 26.4701 26.4314 24.9792 24.9054 24.5596 24.4764 23.7321 22.7085 22.5015 22.2315 21.6893 21.5567 21.5511 21.4422 21.1027 20.8456 20.6823 20.2737 19.7382 19.3646 18.7309 18.6175 18.6169 18.603 18.5993 17.8882 18.7029 17.7191 17.6488 17.6379 17.0559 16.9935 16.8682 16.867 18.5118 16.4464 16.2966 17.6183 16.1977 16.1974 15.9825 15.8152 19.5846 16.5096 15.9507 15.7909 15.7359 15.4617 19.1133 15.2781 20.5143 14.9071 15.5622 14.761 14.7573 14.7152 14.422 14.2335 14.2331 13.975 13.8991 13.8924 18.3579 13.8212 13.8018 13.3 16.7137 13.4736 13.0615 15.2074 13.7213
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decision_type=2 8 10 8 8 2 10 8 8 8 8 8 8 10 10 10 8 2 2 2 10 2 10 10 10 2 8 2 2 2 10 2 8 2 2 10 10 8 8 10 2 8 10 8 10 2 10 8 10 2 10 10 2 8 10 8 2 10 8 2 2 10 2 10 10 8 10 10 10 2 8 10 2 10 2 2 10 10 8 2 2 10 10 10 10 10 10 2 8 2 10 8 10 10 10 10 2 10 8 10 2 8 8 8 10 10 10 2 8 8 8
left_child=2 7 5 6 14 11 9 17 24 44 12 26 94 18 27 36 33 23 -9 -4 42 47 73 38 39 31 -1 -5 29 -11 57 93 54 -17 -35 59 65 50 76 48 56 89 49 72 108 -42 -33 -12 71 -14 52 60 -28 -36 80 -43 -27 -13 79 -29 -40 -22 -54 85 105 95 -67 -45 78 -37 -71 100 -31 74 -20 91 77 -2 -32 -24 -21 82 84 -84 -39 -46 -76 98 -89 -8 -91 -56 -93 -23 -6 -10 -96 -25 -60 -61 -7 -59 -103 -49 -81 106 -19 -108 109 -3 -110
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leaf_weight=305.06516456604004 80.558791719377041 47.364721015095711 1558.3194489479065 340.01412245631218 78.043969914317131 58.554634571075439 50.762739650905132 54.54057664424181 17.916472744196653 21.212430514395237 25.093862280249596 90.653444319963455 39.824028521776199 124.46817499399185 335.3088165037334 118.78197837620974 162.80827483907342 33.925490848720074 12.280659809708593 104.3646884560585 95.26192619651556 148.13168607652187 48.494822204113007 17.713864512741566 23.618527829647064 41.333444014191628 122.40432685613632 37.465497374534607 56.149127691984177 39.790611252188683 32.438198674470186 197.07431628555059 855.36345320940018 92.476449280977249 33.282027047127485 142.79868272691965 208.41697373986244 92.760101873427629 80.304775953292847 15.787705846130846 240.57425567135215 70.885358013212681 34.707688510417938 330.94751860573888 13.017573975026606 35.605663515627384 191.66385941579938 104.74583879113197 7.2118436209857455 111.7890522480011 357.94672536849976 45.427072048187256 317.51967010647058 233.29066321998835 640.82914385199547 62.426824010908604 87.338114038109779 578.88288639485836 43.821269698441029 167.83321876823902 199.13955494761467 10.911882214248179 100.01662244275212 89.063567914068699 20.663429632782936 487.79053571075201 10.915427528321741 19.75461358577013 94.993582844734192 17.404066119343042 68.550893738865852 17.718679510056973 9.2273533008992654 36.167136922478676 194.80603469908237 344.78424619883299 10.890166833996771 11.630106315016745 26.744498044252396 246.18891025334597 57.719418048858643 102.53672157227993 26.963006947189569 9.2770728617906553 152.76975562795997 73.216170191764832 12.465015955269335 14.579266943037508 110.77911543101072 30.301287319511175 93.911232236772776 73.888297367841005 47.015635836869478 26.735340401530266 13.562726341187952 36.845875028520823 41.945422790944576 53.976011082530022 176.4273581430316 398.81896798312664 10.42651256546378 430.81933689117432 399.95873069390655 186.09945125877857 12.947154842317103 31.936218500137329 10.289792023599146 212.61558370292187 32.185269445180893 37.697231508791447 82.675706453621387
leaf_count=4502 733 523 27323 4412 912 726 588 512 251 208 253 1330 427 984 4888 1687 2395 345 100 1630 942 1793 450 189 333 478 1751 468 607 401 412 2264 14500 1259 456 1687 2871 1263 879 222 2628 982 419 3150 140 416 2241 1268 95 1168 5193 434 4407 3081 10269 748 1019 9205 430 2132 2054 116 1430 1051 218 7209 148 204 1396 215 821 229 101 281 1415 5526 104 129 387 2124 891 1433 328 128 2141 768 106 142 1033 339 1085 1179 718 314 158 540 471 539 1700 5103 134 6312 6273 2411 125 328 100 1980 382 428 991
internal_value=0 0.0105008 -0.00806312 0.0063327 0.00336775 -0.00428659 0.0144701 0.0200508 0.00098943 0.0186795 0.00769339 -0.00678221 0.015587 0.0246228 -0.00155376 -0.000723547 0.00380244 0.0137085 0.0224258 -0.0129416 0.0209289 0.00498877 0.0236445 0.00913309 0.0179622 0.00719851 -0.00347538 0.000729388 0.0246502 0.0268112 -0.0099203 0.00347996 -0.0107321 0.00745357 0.0106528 0.00318511 -0.00452924 -0.0018213 0.00631802 0.0232022 0.0121952 0.00264156 0.0134667 0.0282125 0.0107058 0.0160772 0.0070073 -0.00179606 0.0274705 0.0172723 -0.00399946 0.00289287 -0.00108296 0.0149498 -0.00839564 -0.00481356 0.00337756 -0.0109156 0.0202001 0.000544979 0.000340299 0.0320338 0.0014144 0.0167542 0.0206497 -0.00719394 -0.0085416 0.0303749 -0.000169802 0.00988511 0.0175798 0.030474 0.0105173 0.0314999 0.0340018 -0.00951016 0.016059 0.0190165 0.00885964 0.0247198 -0.000691178 0.00324385 0.00598134 0.019867 0.00332893 0.0239929 0.035564 0.0156746 0.0221846 0.008281 0.0123469 -0.00749153 -0.000149852 -0.00432237 0.00332926 0.00457239 0.0114586 0.0234611 0.011275 -0.000598635 0.0352046 -0.011582 -0.00949091 -0.00374335 0.0270413 0.0220993 0.0238169 0.0260627 0.00493013 0.0112323 -0.000194267
internal_weight=0 6276.26 8459.88 4379.23 3218.64 4777.59 1160.59 1897.04 1535.84 852.302 1710.44 3241.75 426.047 1087.97 1508.19 1402.52 640.639 809.071 963.497 3682.28 292.495 1284.4 908.957 499.64 133.318 968.457 1587.26 1172.89 477.082 420.933 1654.49 563.605 2123.96 477.831 359.049 832.871 761.885 1282.19 427.95 109.699 404.851 308.287 186.321 399.72 375.22 276.18 388.738 315.939 93.9117 151.613 897.887 324.871 539.941 266.573 1268.6 133.312 128.672 1500.31 653.238 604.118 279.444 106.174 417.536 175.297 309.431 553.468 498.706 350.702 154.176 228.754 85.955 86.6998 49.018 255.719 219.552 1106.52 103.079 92.1889 59.1827 307.631 162.084 384.307 281.77 36.2401 245.53 86.2337 207.271 345.607 125.358 174.975 124.213 761.733 120.904 174.867 133.552 54.7623 55.5081 71.6899 220.249 566.652 68.9811 1409.66 830.778 290.845 259.136 288.767 256.831 222.905 199.923 85.062 114.861
internal_count=201117 69554 131563 52120 39424 69527 12696 17434 21636 8954 19698 47891 4613 9402 19726 19897 8878 8032 8418 62036 3072 15085 7906 5061 1739 11153 22576 14838 4671 4064 25315 6612 34713 6483 4796 10426 11019 18074 4333 1406 4541 3742 2014 3856 4283 3044 4505 3932 1184 1595 12781 3367 7588 3537 20213 1730 1497 23120 6004 7703 2933 1058 5837 1959 2971 8148 7357 3354 2195 2723 1036 1089 502 1902 1621 17692 966 862 799 2699 2521 5293 3860 456 3404 908 1521 3305 1175 2012 1424 12166 1897 2107 1541 791 629 728 2130 7235 860 21790 12585 3679 2249 2753 2425 2080 2324 951 1373
is_linear=0
shrinkage=0.0227381


Tree=20
num_leaves=112
num_cat=0
split_feature=130 130 130 161 178 131 161 152 196 178 178 130 189 183 200 185 161 124 95 189 133 1 51 15 183 10 196 196 189 130 198 191 130 127 19 191 191 125 189 120 196 189 1 127 200 155 191 166 122 120 124 122 125 1 39 19 166 7 134 191 130 127 145 1 95 134 69 153 152 122 161 124 124 39 191 78 122 144 161 141 131 226 130 206 198 125 130 131 191 15 56 216 214 7 200 186 189 127 122 120 93 39 144 204 127 180 228 155 200 226 124
split_gain=2690.12 432.464 351.3 113.386 111.784 78.4798 74.97 73.0121 57.4248 53.4349 46.2974 41.9881 40.8745 39.8097 38.4359 38.0701 38.0609 36.7916 33.6042 32.7842 32.0108 35.9833 34.6058 31.1391 33.4818 30.9285 28.5062 28.3425 31.8592 28.2993 27.6611 27.2857 26.6129 26.4165 26.4083 28.0042 25.0649 23.6717 23.4505 22.7634 22.4557 22.1686 21.8831 21.5451 21.1579 21.1424 22.4058 19.9823 19.9181 19.6567 19.609 19.4608 19.4541 19.0057 31.7356 27.4589 18.8914 18.6854 18.6075 18.6015 18.3919 18.3279 18.2557 18.1832 18.1716 17.7692 17.657 17.3788 17.3607 17.0123 16.4652 16.29 16.167 15.7958 15.7069 15.5008 15.474 15.4613 15.4556 15.3957 15.385 15.3681 15.3213 15.0878 15.0833 15.048 14.9568 14.7436 14.5027 14.2794 13.9372 15.1842 13.8536 13.7839 13.7759 13.7026 13.694 13.4459 15.7466 14.5233 13.4363 14.7344 14.9401 13.3414 13.5933 12.9663 12.8497 12.8365 12.8128 12.7624 12.7284
threshold=0.42313161140596411 0.55464143270991884 0.25211751099572804 0.24320368965079933 0.23205128205128209 0.080774112354767821 0.31327108496630068 37310.850000000006 0.38478269564152795 0.26393188854489169 0.28388278388278393 0.68010218405719336 0.14318783068783072 -1539.4999999999998 65.500000000000014 521.74987190620936 0.24152726713733774 61.750855578370981 1.0000000180025095e-35 0.30461293743372225 0.098266737418953101 1.0000000180025095e-35 0.012950000000000001 -10781.499999999998 -2650.4999999999995 6.5000000000000009 0.4714470814668314 0.39655181823704894 0.16486439092822072 0.39490661973045971 0.04836338487497073 16.500000000000004 0.67418465308780584 3763.0064579617351 14.500000000000002 15.500000000000002 31.500000000000004 4.0287474332648872 0.15290370925440241 2.4519868766223714 0.36504357056289882 0.13647450110864748 1.0000000180025095e-35 6742.1958762085915 20.500000000000004 79772.250000000015 23.500000000000004 3.5000000000000004 0.046614958239326425 1.5638554469248629 24.04517453798768 0.044266316727116867 14.079397672826833 1.0000000180025095e-35 0.62029351274903821 9.5000000000000018 1.5000000000000002 15333.750000000002 0.20879777653559714 26.500000000000004 0.48670665943148322 4795.5505578770917 199.02344914126931 1.0000000180025095e-35 1.0000000180025095e-35 0.070113510843978252 0.06345000000000002 2249977.5000000005 59700.375000000007 0.046614958239326425 0.001900936624569783 59.598904859685156 35.848049281314175 0.60970565723788395 17.500000000000004 0.19790000000000005 0.086281132924468956 -1513.4999999999998 0.48894380812625954 0.48549283099765678 0.27070885108369047 -0.011917469091713427 0.35816156844652519 -0.01020804140716791 0.031249785054397267 0.29158110882956884 0.3262182626382818 0.28518097690073579 25.500000000000004 -19322.499999999996 0.11605000000000001 -0.025438359938561913 0.018036375753581527 23852.250000000004 35.500000000000007 3008.6550000000002 0.17917488031540413 6424.8175982628773 0.042600858899390463 3.4316831530275858 -1160.4999999999998 0.57291351758609899 -725.49999999999989 -0.039984939619898789 20577.341286941144 16683.269062500003 0.019227812066674236 13346.000000000002 31.500000000000004 0.0059258216060698041 28.554414784394254
decision_type=10 10 8 8 10 10 10 10 10 10 10 8 10 8 10 10 8 2 2 10 8 2 10 2 10 2 10 10 10 8 10 10 10 2 8 8 10 2 10 2 8 10 2 2 8 10 10 8 10 2 2 10 2 2 8 8 10 10 8 10 10 2 10 2 2 10 10 10 10 10 10 2 2 8 8 10 8 10 10 2 10 2 10 2 10 2 8 10 10 2 10 2 2 10 10 8 8 2 10 2 10 10 10 2 2 8 2 10 10 2 2
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is_linear=0
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Tree=22
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is_linear=0
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Tree=23
num_leaves=112
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decision_type=10 8 8 10 2 10 8 10 8 8 10 8 2 8 8 8 8 8 10 8 10 10 10 8 10 10 2 8 2 10 10 10 2 10 10 2 10 2 8 8 2 2 10 10 2 2 10 10 8 10 10 10 10 8 10 10 10 8 10 10 10 10 8 10 2 8 2 2 10 2 10 2 2 8 10 10 8 2 8 10 10 8 2 2 10 10 10 8 10 10 2 2 2 2 10 10 10 2 2 2 10 10 10 2 8 2 2 2 10 8 10
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leaf_count=132 706 327 596 760 300 473 4828 677 10267 1352 416 472 755 3074 3941 1246 487 25960 2369 465 4654 912 765 520 704 3307 3348 3986 374 225 374 1840 1366 21655 231 9383 556 315 91 2761 731 1044 4337 424 125 181 962 414 1158 1035 394 194 1056 1937 1312 781 1667 13303 2650 542 443 1732 807 5276 265 116 735 450 138 415 1795 588 307 814 193 544 3577 435 3819 163 602 215 501 449 809 566 3739 387 847 428 363 2195 3040 1284 760 270 422 287 2522 1285 344 862 1026 232 1379 150 474 675 150 794 94
internal_value=0 0.0100828 -0.00875313 0.00508071 0.0169079 0.0194025 0.00267721 0.00709716 -0.0113954 -0.00397915 0.0170383 0.0114012 -0.00032658 0.0121779 0.00043242 0.00144625 0.0155417 -0.0135577 0.0134137 0.0162284 -0.00790525 -0.00661035 0.00918514 0.00710354 0.0219549 0.000150622 0.00324155 0.00799451 0.0276816 0.0179099 -0.00208803 -0.00741781 0.0191719 -0.0111577 0.0293664 -0.00949311 0.00419172 0.0145859 0.0308748 0.0208955 0.00379879 0.00362557 -0.00345671 0.0158706 0.0217898 -0.00695855 0.0124689 0.0148634 -0.00166172 0.0116779 0.0231977 0.0328769 0.00971424 0.00900722 0.0046271 0.000172927 -0.00610999 -0.00852671 0.00306112 0.0102925 0.019444 0.00908924 0.000798685 -0.00945518 0.0157586 0.0195935 0.0202032 0.00842017 0.00695782 0.011447 0.0251702 0.00209828 0.0327009 9.04074e-05 -0.000159409 0.005142 0.000684196 0.0205867 0.0217755 0.0173446 -0.0048538 0.0067207 0.0106364 0.0144263 -0.00932959 -0.0019284 -0.011834 -0.00706078 0.00281971 -0.00134323 0.0176915 0.0345456 -0.00319237 0.0208898 0.00745093 0.007557 -0.000503859 0.00825232 -0.000873669 0.00135378 0.00789197 0.00548017 0.00939894 0.0131835 -0.00461223 0.0215876 0.0117442 -0.0054705 0.005636 0.0069421 -0.00654621
internal_weight=0 6957.45 7726.35 4023.57 2933.88 2207.74 2923.92 1178.33 4965.92 2760.43 1737.79 1099.65 1745.59 675.877 1033.99 1391.59 480.039 3050.92 1018.77 700.942 1915 1726.44 726.142 622.65 719.018 1242.93 669.846 420.939 469.952 416.074 414.897 1618.42 396.808 1632.51 429.311 1500.1 497.762 741.247 399.825 415.873 633.185 195.838 573.083 675.714 229.636 903.025 446.077 360.153 283.755 148.666 352.015 114.958 212.11 285.069 358.406 502.456 155.214 1409.14 347.243 109.303 604.06 194.941 87.3225 1245.44 111.864 91.2603 103.492 138.838 63.8575 240.009 185.929 436.489 362.191 209.282 63.965 108.024 421.075 555.799 505.902 52.6077 400.805 117.113 93.3416 78.2179 619.27 308.221 1545.19 297.568 76.8313 163.695 124.888 321.671 271.697 165.212 112.855 79.6452 237.94 137.171 299.318 131.738 251.585 220.319 148.803 109.485 132.849 46.5818 107.385 400.748 43.7074 317.825 48.4088
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is_linear=0
shrinkage=0.0227381


Tree=24
num_leaves=112
num_cat=0
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split_gain=2408.88 463.683 209.119 137.897 115.118 77.544 70.1789 67.7956 65.4223 64.7115 56.2764 47.2796 44.2463 42.7472 37.6018 36.3007 35.9492 34.7005 33.6258 33.6013 32.8009 32.5093 31.6885 29.7599 29.5015 29.3538 29.0286 28.8503 28.7372 32.1628 39.7433 27.9647 26.1118 25.9486 25.6872 25.4618 24.9378 24.6727 24.2389 23.6976 27.4182 22.8221 22.6528 22.6172 22.2504 21.8215 20.9558 20.904 22.2445 20.8848 20.8085 22.4916 25.1228 20.5214 19.8954 19.7316 19.1775 19.2029 18.7021 17.7712 17.737 17.4412 17.3893 18.9317 17.19 17.0472 16.8731 17.9103 16.8234 16.1461 16.1448 16.0134 15.5496 15.1222 18.7435 14.9483 14.9103 17.3373 16.3601 14.8863 14.875 19.0013 14.7866 14.5511 14.5456 14.3159 17.9388 14.2355 15.1647 22.755 14.2302 14.0721 13.9055 13.6911 13.5966 13.5824 13.5652 13.1438 14.8763 13.0886 12.9338 12.8849 12.8238 12.8215 12.7633 16.5917 12.6933 12.6889 12.649 12.6354 12.5189
threshold=0.46996501107130545 0.3333323071294631 0.55464143270991884 0.86325858229095509 0.86325802109828598 0.046521784670487676 0.92342470537090371 1.0031032634062285 0.919072241505697 340267.50000000006 0.21240601503759401 52.617385352498296 3.5000000000000004 0.26201372997711675 0.91695402298850581 0.25810792650039488 0.11793966919170612 0.22415837841356237 0.35388994307400384 0.87320936753784273 1.0173281001651706 152760.15000000002 0.37870235805064695 0.99999778408012618 539.37990340909107 0.37825236717528976 5.5000000000000009 0.85750543872371299 -1997.4999999999998 -105.49999999999999 2.5000000000000004 1.0000000180025095e-35 1220.4689320054947 0.31166838271073344 0.017385874874889854 44.500000000000007 53346.881301136375 0.2276110318688653 0.93450958969965203 21026.250000000004 0.80801158658125283 2.5000000000000004 10699.9665 -2707.4999999999995 81.500000000000014 0.086550000000000002 23951.250000000004 54.898015058179332 -32.499999999999993 3.5000000000000004 0.042496501261906676 -6971.4999999999991 15772.601250000002 0.29333555414198653 217723.36500000002 0.34334193972332122 1.0475362061193265 0.029238375893850112 0.041006000000000008 -308.93749999999994 0.6148028357250509 7469.5950000000003 0.19045246968944388 9404.3475000000017 0.55277777777777792 0.013495626859366896 0.30056087146903615 -9419.4999999999982 -0.054292911663651459 0.072900000000000006 16373.250000000002 0.8049813972715999 0.15894018742226737 0.28801843317972359 -1290.5773809523807 0.63472995798912291 0.1516919537994845 0.70706970361793686 0.031000000000000003 0.015628322027623657 0.23514022197462101 0.015595338704416853 263.19730509471952 -750.95454545454538 -0.041081031784415238 0.96242785745596504 119.50000000000001 0.1714575919006896 2.2249256881109112 38.581140350877199 0.15308380093158733 0.11484831354814397 0.94155851597119578 62090.38180091534 0.21701574039658902 0.20285030871678186 0.081150000000000014 90039.203214285735 0.99280000000000013 831.98920694315427 0.0046996132005006084 -0.0051292534917592994 0.99498639652739618 -0.023434395901858803 -1303.4999999999998 0.74475421863536329 0.65289096152469595 0.014012817759066822 0.10877005639205216 0.011450000000000002 -527.49999999999989
decision_type=10 8 10 8 8 10 8 10 8 2 10 2 2 10 8 10 2 8 10 8 10 8 10 8 10 8 8 10 2 2 2 10 10 10 2 10 10 8 8 10 10 2 8 8 10 10 10 2 10 10 10 2 8 8 10 8 2 10 2 10 8 8 2 10 10 2 2 2 2 8 10 8 2 8 10 10 2 8 10 2 10 2 10 10 2 10 10 2 8 8 2 10 8 10 8 8 8 10 8 10 2 2 10 2 10 8 10 2 2 10 10
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Tree=27
num_leaves=112
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decision_type=10 8 8 10 10 10 2 8 10 10 10 10 2 2 2 10 10 2 10 10 2 10 8 10 10 10 8 2 10 10 10 10 10 10 8 10 10 10 10 8 10 10 2 10 10 10 8 2 10 10 10 8 10 10 10 2 10 10 8 10 2 2 10 2 8 10 2 10 8 8 10 8 2 10 10 8 10 2 8 10 10 10 8 8 2 10 8 2 2 10 2 10 10 10 2 10 10 8 8 10 10 10 2 2 2 2 2 2 2 8 8
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leaf_count=334 8554 1559 7690 9787 2498 140 3571 801 1361 490 4492 3323 431 984 244 1801 996 7241 800 608 166 213 253 261 2171 362 2317 802 217 167 1208 192 101 294 705 7625 4920 1197 1703 466 509 297 5054 217 659 395 2246 101 713 1083 675 1690 546 390 136 396 438 1438 3795 817 10210 2524 654 3259 2867 268 854 2210 357 2533 347 962 487 123 1479 475 406 1215 2818 645 1004 850 2728 1870 259 342 517 586 310 28521 154 183 1276 734 387 1129 1147 162 150 301 254 230 146 145 13700 371 237 962 1958 510 751
internal_value=0 0.00577684 0.00255805 0.000140698 -0.00889928 0.00215557 0.000698548 0.014343 0.0102172 0.0140838 -0.00583362 0.0041887 0.0093797 0.0184791 0.00723657 0.0123885 0.0197464 0.00764854 0.0150657 0.0108596 -0.00832048 -0.00347282 0.0129866 0.0205701 -0.00138592 0.00245394 -0.0126002 -0.000577618 0.0027386 -0.013236 0.021847 -0.00539609 0.024038 0.0273637 0.00811121 -0.00635221 -0.00704515 0.00583017 -0.00932274 -0.00409378 0.0167895 0.020519 0.00303915 0.0186012 0.0228072 0.0142891 0.0265253 0.0155074 0.0169711 -0.00575697 0.00234808 0.0205074 0.00387389 0.00844282 0.0294044 0.0036568 0.0226525 0.00201906 0.00232418 0.000869192 -0.0105302 -0.00778823 0.00195014 0.0289492 -0.00677103 0.0126674 0.0168996 0.00165292 0.00971778 -0.0042797 0.00765047 0.0100288 0.00454844 0.0158561 0.00539548 0.0132229 0.0250472 0.0172609 0.0139833 -0.00073545 0.00519526 -0.00338508 -0.00760258 -0.00444966 0.00214689 -0.0016127 0.00694569 0.0190961 0.0158867 -0.0149923 0.00608067 0.0171014 -0.000162261 0.00345717 0.0189608 -0.00605819 0.00117901 0.0171437 0.0245159 0.01377 0.0159136 0.0118121 0.0148603 0.014889 -0.00946126 0.00438418 0.0200395 0.0234481 -0.000784669 -0.00329325 0.00676104
internal_weight=0 9024.14 6567.53 4998.63 5626.03 3908.68 3453.29 2456.62 1568.9 1047.43 3089.23 1880.15 1129.42 1327.2 482.984 809.152 564.446 1086.36 629.467 686.684 1976.57 1573.14 455.392 1054.05 1112.66 565.74 2536.81 793.783 340.947 2380.38 958.978 1181.69 740.985 491.577 285.643 1099.33 1089.95 207.915 738.465 687.013 249.407 188.178 469.489 247.478 444.381 147.685 296.696 121.373 561.875 324.294 521.47 227.951 470.444 233.981 247.948 168.773 205.564 399.68 391.452 369.093 1289.56 690.43 211.617 455.713 475.395 109.151 87.009 320.269 87.4105 420.638 120.064 273.149 148.654 124.495 168.035 67.702 134.589 142.037 427.286 266.706 111.505 280.098 461.936 296.952 164.27 232.859 95.0703 114.335 351.88 1607.11 119.651 30.2455 290.873 184.406 65.2083 218.06 89.4057 50.0735 30.9234 217.993 186.85 151.756 45.0383 46.5983 773.277 75.4065 95.9957 79.1472 236.463 192.759 82.3525
internal_count=201207 105077 83450 65670 96130 49260 44203 21627 17780 11214 48927 23120 10893 10734 5359 7553 5855 12858 5752 7849 32113 21083 5057 8361 16814 8260 47203 10262 3900 44705 7437 16258 5668 3654 4110 15315 16410 2459 11490 10705 2014 1505 5856 2598 4512 1640 2872 1662 4952 4406 6566 2381 5891 2877 2382 2100 2128 5009 4825 4612 21408 11198 3074 3360 7631 1262 994 3340 788 6706 1343 2373 1288 1085 2420 941 1119 1459 3833 4182 1649 4150 7465 4737 2448 2552 924 1245 3128 30838 1743 442 3371 2095 777 3300 1301 529 312 1769 1468 1214 407 541 13867 705 1300 1063 3014 2468 943
is_linear=0
shrinkage=0.0227381


Tree=28
num_leaves=112
num_cat=0
split_feature=130 130 130 162 178 123 123 162 189 178 178 189 15 196 127 196 161 191 126 15 177 130 130 204 11 162 183 154 193 191 183 1 11 183 189 189 195 156 186 121 191 184 190 195 165 216 120 100 162 11 178 142 205 42 197 184 200 39 208 130 40 67 213 48 126 93 80 121 15 154 182 126 167 11 216 144 123 197 80 41 132 67 145 55 15 200 127 1 130 145 215 39 132 191 216 179 192 162 196 19 176 165 196 155 179 39 15 179 162 218 208
split_gain=1952.37 316.059 283.814 92.2355 89.4752 82.4069 75.1252 67.0155 53.8187 41.2105 41.0146 39.4798 39.1438 38.5424 36.9724 36.9193 36.0245 33.7456 33.653 36.856 31.3119 30.8816 29.0236 28.8644 27.9443 27.8783 30.2619 27.003 24.4304 24.2661 24.0309 23.8844 24.401 23.5897 23.1756 22.6651 22.6418 22.6282 22.5355 22.3992 22.1507 21.9903 21.077 21.0523 20.9823 20.1373 20.0206 19.6564 19.5929 19.1577 19.1556 24.7213 22.0329 18.8785 18.6747 30.5203 29.3848 20.7693 18.1377 17.7269 17.3145 16.9768 16.8945 16.8654 16.8175 16.7008 16.5008 16.1172 16.0727 15.7983 15.3903 15.2893 15.0959 15.0876 15.0579 15.0392 14.7986 14.5535 14.9958 14.4696 14.4234 14.2772 14.145 14.0311 13.7081 13.6172 13.5734 13.4379 13.413 13.339 13.2927 13.1548 12.8866 12.7768 12.7409 12.7071 12.3835 12.0136 13.0298 11.9869 11.915 11.7912 11.6748 11.5982 13.6146 11.4565 18.3698 11.2585 11.2388 11.2243 11.1471
threshold=0.4313037265717693 0.55765424239241146 0.29316656419516546 1.0133400504587939 0.21240601503759401 0.87320936753784273 0.86325858229095509 0.91068809454588318 0.17917488031540413 0.42678571428571432 0.3246621621621622 0.16008658008658011 -19801.499999999996 0.37341064237963228 4189.2901571026268 0.56253646907109733 0.26244659286579169 23.500000000000004 0.094078107742841713 -10175.499999999998 0.38585607940446659 0.68442631829281242 0.17074988239145025 -0.044161226600408547 2.5000000000000004 0.93593741860389279 -1393.4999999999998 110567.25000000001 2.5000000000000004 16.500000000000004 -1539.4999999999998 1.0000000180025095e-35 1.5000000000000002 -1137.4999999999998 0.095389748255990309 0.29642401021711368 24.994252873563223 213797.67750000002 3008.6550000000002 0.13836809588212048 37.500000000000007 89955.675000000017 45.500000000000007 21.682178932178939 0.67543859649122817 -0.0084471809677779657 2.222212162825977 1.0000000180025095e-35 1.0144151398037338 3.5000000000000004 0.31414473684210531 -1296.4226190476188 -0.030653418041765686 0.064000000000000015 1.0239800867353086 58496.250000000007 71.500000000000014 0.35207656619071426 -0.025482736527919766 0.35542578968506938 0.70706970361793686 0.0034500000000000004 0.01530446019023657 0.12120000000000002 0.15614217581420073 -721.49999999999989 0.042550000000000004 0.15092233487097242 -15379.499999999998 46265.220000000008 -1315.4722222222219 0.046711773566999563 0.18350168350168353 1.5000000000000002 0.041391359642148025 -298.49999999999994 0.99999901381497514 1.040776458278651 0.027600000000000003 0.57003265656746993 0.07251505812067284 0.027250000000000003 315.63798693870723 0.039250000000000007 -21374.499999999996 73.500000000000014 5628.30274682646 1.0000000180025095e-35 0.51394617981153179 248.73558279409988 0.033381642773747451 0.68039660856853168 0.026962962490197525 42.500000000000007 0.0058307063300162562 1.0783394244110505 1.038711288711289 1.0173281001651706 0.11494834571345945 14.500000000000002 10.500000000000002 0.15849282296650721 0.43318447680937394 157342.38750000004 1.002832102924748 0.13795923228456008 -18738.499999999996 0.59299024899226171 1.0105968436058677 -0.0048289096448570481 -0.017166254110634323
decision_type=10 10 8 10 10 10 8 8 10 10 10 8 2 10 2 10 8 10 2 2 8 10 10 2 2 8 10 10 8 10 10 2 2 10 10 10 10 10 10 10 10 10 8 10 8 2 2 2 10 2 8 10 2 8 10 10 8 8 2 10 8 10 2 10 2 10 10 10 2 8 10 2 8 2 2 10 8 8 10 8 10 8 10 10 2 8 2 2 10 10 2 8 10 8 2 10 10 10 10 8 10 10 10 10 10 10 2 8 10 2 2
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Tree=30
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Tree=31
num_leaves=112
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decision_type=10 8 8 10 10 10 2 8 2 8 10 8 10 10 10 8 10 2 10 10 8 10 10 8 2 10 10 10 10 10 2 10 8 10 10 10 8 10 8 10 8 2 8 10 8 2 10 10 2 10 8 2 2 10 10 8 10 10 10 10 10 2 10 10 10 10 10 2 10 10 2 10 8 8 2 2 10 8 10 10 10 8 8 2 2 10 2 10 2 2 10 10 10 8 10 10 10 10 2 10 2 2 10 10 2 10 10 10 10 2 2
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leaf_count=90 21043 1416 9015 289 1207 1672 279 1005 371 23342 171 7625 2435 1431 467 2991 1049 12861 11519 538 203 297 545 357 7669 294 1661 1813 604 442 968 829 4807 1114 560 1787 301 499 699 301 2198 2348 951 113 3908 339 1031 3692 675 2397 2147 217 251 774 591 1518 871 488 685 1427 606 898 1261 338 326 220 2518 88 415 478 304 131 2551 1411 2440 3962 217 816 754 222 1694 7398 305 159 269 979 387 711 374 310 195 288 1301 598 325 163 154 537 2478 406 890 723 100 545 1073 191 156 112 1759 710 2500
internal_value=0 0.00513802 0.00195047 -0.000305889 -0.00152835 -0.00252294 -0.00913544 0.013834 0.00874369 -0.0073639 0.0116092 -0.00408644 0.0097208 0.0112849 0.0148026 0.00400868 0.00968141 -0.00228367 -0.000721838 0.00658172 0.00884806 0.0213217 0.00892706 0.00733967 -0.00416852 -0.00970009 0.0036287 0.0155185 0.00252913 -0.00195711 0.00731713 0.00464417 0.00215605 0.0170808 0.011129 0.00936604 0.0134211 0.0147902 0.019062 -0.0104881 0.0202707 -0.00828053 0.004345 0.0272347 -0.00553309 0.0139399 -0.00305066 -0.000115608 0.00429812 0.000954028 -0.00124091 0.0162052 0.0141728 0.0127617 0.0010007 -0.000910883 0.00383408 0.0260679 -0.0139518 -0.00511458 0.0155858 0.0128095 0.0219351 0.000155516 0.0190923 0.0197543 -0.0117398 0.0300944 -0.00494682 0.00420747 0.0165839 0.00753391 0.0106535 0.0196347 0.0146245 -0.00446226 0.0125798 0.0159194 0.0059519 0.00844718 -0.0146996 -0.00618336 0.014266 0.00935351 0.0149372 -0.00846636 0.00341367 -0.00864058 0.0161172 0.0216398 0.00052223 0.0218773 -0.000149666 0.0107923 -0.00752979 0.00563389 0.0053358 -0.0126945 0.00767641 0.00653937 0.001794 0.00484179 0.0278593 0.0221318 0.0230156 0.0140805 0.0271374 0.0318443 -0.00622662 -0.00379684 -0.00901931
internal_weight=0 9462.67 6932.19 5209.93 4602.45 4208.63 5113.59 2530.48 1722.26 3754.41 1967.73 3398.36 1628.27 1398.11 789.301 810.261 1580.34 2386.04 1846.19 608.804 607.471 562.752 393.829 1141.71 1595.74 2158.67 585.325 438.625 260.657 1061.88 341.676 551.872 445.966 396.444 556.389 384.152 346.814 329.035 215.117 1972.81 447.625 1012.33 225.374 163.379 407.25 237.257 973.99 507.462 265.684 457.99 185.851 208.511 105.906 281.817 156.572 426.109 195.546 114.627 1359.18 111.29 284.246 493.413 189.031 230.169 387.392 278.307 1565.56 166.308 241.778 295.509 187.71 160.318 262.7 160.242 409.519 441.175 127.335 103.193 113.918 56.2574 1247.89 466.527 41.8241 87.8888 58.1682 533.863 83.894 284.886 53.6264 40.126 70.2203 238.711 236.009 114.327 539.851 112.077 39.5964 1324.93 202.746 80.8701 122.364 104.023 29.1611 273.065 262.529 94.8632 167.666 154.961 240.634 155.139 220.773
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is_linear=0
shrinkage=0.0227381


Tree=32
num_leaves=112
num_cat=0
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split_gain=1742.08 327.937 157.211 85.3153 71.0985 68.9277 65.7135 63.841 62.1128 59.5049 55.0501 53.6753 46.9167 47.1274 45.0965 38.7351 36.7055 36.3737 37.0336 35.1039 31.3012 30.9686 30.6343 30.5984 30.3674 28.1963 31.8357 26.7279 26.3954 27.6483 26.0188 24.4471 24.309 26.9536 27.9743 24.2433 24.0636 23.8175 23.6241 22.873 22.7775 22.6515 22.3976 22.1501 20.1753 19.4411 19.4239 18.5987 18.3392 18.1549 17.8536 20.1746 17.7548 17.341 17.2731 17.2711 20.2542 24.3767 17.1195 16.6811 16.6659 16.5587 16.1144 15.9934 15.7758 15.5036 15.2362 15.1073 15.097 14.9411 14.937 14.9074 14.7345 14.7249 14.6831 14.3577 14.2392 23.2238 14.1804 18.9738 15.4792 14.1127 13.6193 13.6064 13.4182 13.3978 13.3752 13.3063 14.1633 13.1829 13.1177 13.0088 12.8526 15.434 13.5401 12.6708 12.6654 12.4937 12.4461 12.025 11.9657 13.6614 11.9516 11.8403 11.599 11.5846 11.5364 14.181 11.5784 12.4657 11.4137
threshold=0.47343906753586867 0.3333323071294631 0.55765424239241146 0.93312001893638186 1.0248298522996284 1.5000000000000002 0.52466460595643982 1.0000000180025095e-35 158.14298863636364 1.0000000180025095e-35 -17918.499999999996 39.500000000000007 1.5000000000000002 0.90580734749549718 -9870.4999999999982 0.12914197937239416 -199.49999999999997 2.5000000000000004 -0.033987162634730332 1.0144151398037338 5214.7320188707799 24752.250000000004 -2560.4999999999995 15.5109159943047 1.0000000180025095e-35 245250.15750000003 0.032389194859690544 28.500000000000004 14078.250000000002 675191.25000000012 0.043063258852013155 16.500000000000004 0.16040904623465937 43.500000000000007 0.19125081347581843 192695.69250000003 0.97656909240253786 8083.0575000000008 0.018799467943608764 0.16508734596177219 105463.76400000001 0.2782067404286544 -43.11805555555555 567272.25000000012 0.046614958239326425 0.044565154301972096 19095.750000000004 4.0958724908759132 20.531582446808514 1.0000000180025095e-35 214491.89250000005 0.093961739912637746 245.34313725490199 0.097402690123269145 9450.1500000000033 2.5000000000000004 0.27042925278219404 -21510.499999999996 9.5000000000000018 0.34698996655518399 0.06461100569259963 158608.229694079 116829.00000000001 276.50000000000006 27.88516483516484 0.0011237170547246935 113419.98435000003 0.43492377188029369 0.67878400414580564 -17853.499999999996 0.97713000009682471 66224.969022727295 0.45837468049948005 0.22299862240233922 0.00047711972729302948 6.7003649635036506 25.262202380952385 221.31934783966037 -10496.499999999998 9.5756331279945268 0.23915000000000003 0.0033859855029731993 0.0032500000000000007 618.76994845360832 -21645.499999999996 0.50794734690240773 0.64999636470447619 0.14716430915838632 22705.830474808306 0.12183260008180861 18603.001696674208 39233.085000000006 0.099258526352851942 225121.50000000003 0.043050000000000005 0.01393801672384143 -10496.499999999998 -0.020778298377990719 0.36939571150097467 -5397.4999999999991 -0.044201102107763283 0.029533585432771053 0.0031500000000000005 130884.75000000001 0.079450970792956502 0.959572451441291 -715.48076923076917 0.98739455868274573 33412.875000000007 10669.500000000002 0.29173459772303068
decision_type=10 8 8 10 10 2 8 2 10 2 2 10 2 8 2 10 10 2 2 10 2 10 2 10 2 8 10 10 10 8 10 8 2 10 10 10 10 8 2 2 10 10 10 8 10 10 10 8 8 2 10 10 8 10 8 2 8 2 8 10 8 10 2 8 10 2 10 10 10 2 8 10 8 10 2 10 10 10 2 2 10 2 10 8 2 10 10 10 2 10 2 10 8 10 10 2 2 2 10 2 2 10 10 10 8 10 8 10 10 10 8
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Tree=35
num_leaves=112
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split_gain=1468.76 271.172 168.573 92.1825 71.7799 71.7642 60.2867 59.4533 55.5858 48.0569 42.768 42.8441 41.7174 37.5905 37.5292 33.7065 31.2893 29.131 28.6145 26.9229 31.2295 27.0048 26.7366 26.2783 25.653 25.6451 24.4628 24.2338 24.2566 24.0619 23.809 22.8077 22.0686 22.0369 22.0361 21.868 21.8318 21.6088 20.6429 20.3156 20.2645 20.1812 19.1235 18.9806 19.9947 18.8049 17.3072 17.058 17.003 16.7397 16.411 15.6332 15.5645 15.3488 15.3335 15.1667 15.127 14.7098 14.6577 14.6539 14.5856 14.5701 14.4673 15.7165 14.1563 14.0411 14.5076 13.9828 15.4334 13.8231 13.8104 15.0928 13.4753 13.4061 13.2721 13.1866 13.0383 13.0132 12.8922 12.8251 15.8079 12.7175 14.4566 12.6944 13.4904 12.6939 12.5757 12.5757 12.5499 16.8526 12.4782 12.4607 12.4308 12.2855 11.9901 11.9483 11.9418 12.9243 11.8974 11.7926 11.6651 11.6074 15.6024 15.0933 11.6003 11.5518 11.4918 11.0051 10.6736 10.5548 10.5197
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decision_type=10 8 8 10 10 10 8 8 2 8 8 2 10 10 8 10 2 8 10 10 10 8 2 8 10 8 2 10 10 8 10 10 8 8 8 10 10 10 10 2 2 10 2 2 10 8 10 10 8 8 10 8 10 10 8 10 2 2 2 10 8 10 2 2 8 10 10 10 10 2 10 10 2 10 10 10 10 10 8 2 2 10 2 8 8 8 10 2 10 2 2 10 2 10 2 2 2 10 10 2 8 10 2 8 8 10 8 8 10 10 2
left_child=2 4 10 5 6 8 24 15 23 42 57 36 39 17 26 30 37 29 35 20 21 -11 -13 46 25 65 60 54 58 79 38 101 -25 -19 -31 70 40 41 -3 53 -12 81 109 99 49 85 -4 110 -20 -45 -37 55 -27 76 -28 -17 -34 88 -29 -22 -8 -32 -14 83 -18 66 93 -44 -69 -36 71 -16 92 -55 -35 100 106 -43 -65 87 -81 -6 90 -64 -85 -42 -58 -9 -1 -90 -83 -15 -51 -2 -87 -26 97 -79 -53 -5 -62 -24 -103 -104 -30 -41 -7 -94 -91 -10 -39
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leaf_count=1701 159 3369 498 233 405 1878 2598 3898 268 9467 961 843 1796 6001 1808 342 142 848 1191 1345 484 2836 939 1646 7886 5831 129 2617 3426 465 42580 257 116 13451 786 538 477 1119 385 304 253 686 252 257 410 551 5562 2195 1815 559 134 4048 118 290 447 589 3254 116 1030 284 165 2784 612 102 2700 93 2009 2125 267 279 489 1000 249 1070 274 872 240 494 935 1429 642 281 197 2830 240 906 1679 498 942 203 967 593 127 598 1681 8981 232 210 360 182 1024 371 169 1197 4973 103 90 1545 342 390 1660
internal_value=0 -0.0058687 0.00879414 0.00642577 -0.0017359 0.00530196 -0.00324927 -0.00982895 0.00338837 0.00596449 0.0149798 0.0123226 0.0102809 -0.00637933 -0.000312373 -0.011908 0.00407578 -0.00455597 0.00485749 0.00396764 0.00495342 0.00394521 0.017184 -0.000524165 -0.00642641 -0.00249412 -0.00245079 -0.000526261 -0.00141768 -0.000107504 -0.0127928 0.0199703 0.0025456 -0.00712941 0.00922729 0.00938701 0.00810761 0.00650232 -0.00498309 0.0157445 0.00649082 0.0111513 0.0133381 0.0163092 0.0179957 0.00857888 -0.00438291 0.00279347 -0.00145007 0.0198951 0.0220588 -0.00446644 -0.00585828 0.0172215 0.0145361 0.00591318 -0.000122921 0.0204973 0.00409053 0.0182736 -0.0077623 -0.0134726 0.00649649 0.00851222 -0.00347012 0.00423636 0.0023003 0.0159187 0.0174438 0.0150945 0.00610972 0.00326412 0.0214215 0.0103371 -0.00808443 -0.00227757 0.0207585 0.00422597 0.000645085 -0.00277317 0.00290879 0.016618 0.0198328 0.0106628 0.0124695 0.0105617 -0.000948613 -0.00571131 0.021205 0.0159589 0.022695 -0.0129502 0.0229607 0.0117327 0.0117856 -0.00855693 0.00987587 0.0144743 -0.00692928 0.00257271 0.00329619 0.0216143 0.0171462 0.019961 -0.00398656 -0.000392735 0.022482 0.0258713 0.00651917 0.00241653 -0.00177897
internal_weight=0 8566.5 5997.09 4349.34 4197.99 3917.15 3333.69 4368.51 2840.06 1709.78 1647.75 1130.91 1077.09 1655.91 1737.25 2712.6 864.301 1307.62 505.123 1355.84 1239.86 1162.98 512.893 1130.28 1596.43 567.558 1232.13 911.363 867.796 482.51 2418.8 397.566 631.121 825.11 102.478 291.557 618.015 654.896 199.42 429.637 557.648 282.959 353.948 432.192 382.557 450.047 499.154 371.937 213.567 336.016 49.7842 293.8 379.156 393.081 43.5676 54.0324 456.96 516.844 274.378 76.8805 320.764 2219.38 647.454 475.179 209.405 188.402 180.743 283.117 258.089 75.5185 241.772 199.786 306.984 144.858 774.769 146.844 248.223 131.554 104.41 380.032 129.562 151.405 119.602 370.769 310.62 378.513 446.642 250.47 499.267 225.991 103.81 348.294 277.476 49.8932 347.435 1028.88 76.3086 57.7739 239.768 49.6349 87.2522 363.066 228.1 184.18 593.417 36.5554 222.692 209.855 79.2095 70.831 197.17
internal_count=201274 144840 56434 44525 61219 40963 49931 83621 30473 17718 11909 8605 10490 29164 24256 54457 11288 22570 6975 14416 13071 12303 3776 12755 25675 8808 17281 12622 12046 7997 49118 2933 6695 14573 1530 3969 4829 8446 3754 3975 4352 3472 3302 3562 3147 3391 6060 4974 3006 2737 672 5339 5949 3568 576 931 5049 3304 3647 768 4659 45364 6515 4719 2842 2859 2766 2644 2392 1065 3297 2808 2480 1360 13725 2061 2208 1622 1037 6467 2071 1850 1445 3682 3070 2840 4933 4396 3188 1487 1248 6594 2231 757 2587 16867 936 704 4408 415 1189 2676 1737 1366 8399 407 1968 1672 545 658 2779
is_linear=0
shrinkage=0.0227381


Tree=36
num_leaves=112
num_cat=0
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split_gain=1451.22 254.657 141.71 104.938 81.779 75.6186 78.6216 61.3769 58.8341 54.1443 42.0556 41.868 37.4547 37.1482 35.3143 32.2778 31.8997 33.1849 30.3759 29.1629 28.8392 28.2493 27.9936 27.7518 26.9578 26.3824 25.9759 24.6833 23.5169 23.0349 22.7996 22.4886 22.4724 21.7002 20.9555 20.8669 20.3828 19.4391 19.2432 19.0394 18.5547 18.4252 20.3265 20.3534 18.2983 18.2149 17.9496 17.9401 17.8856 19.6623 17.7877 17.5868 17.5414 17.5203 17.119 16.6512 16.3275 15.9651 22.1322 15.9162 15.0824 21.2283 14.8009 15.5532 14.7821 14.7817 15.6831 14.7259 19.9175 14.696 14.5743 14.4928 14.4089 14.2856 14.2722 15.8347 14.0862 13.7197 13.5169 19.2943 13.3257 13.0184 12.9335 12.8792 12.8301 12.8174 14.1261 12.6835 12.6768 12.535 14.2093 12.5221 12.4575 12.3862 13.3611 12.3471 12.2582 12.2085 12.5475 12.1942 12.1869 12.1794 12.087 11.8266 11.699 13.271 11.6255 11.3072 11.3055 11.9996 11.9399
threshold=0.47343906753586867 0.35816156844652519 -0.025636434555053707 0.45344047162933082 0.82562599815016269 0.42432195490471808 0.063811592108145812 0.33921365174599794 0.87320924853621029 0.1622776622776623 1.0000000180025095e-35 0.71868235930735935 -9134.4999999999982 19.500000000000004 -969.49999999999989 0.16508734596177219 10.500000000000002 0.11561856118508888 0.31625196675460893 21.682178932178939 0.13647450110864748 1.0000000180025095e-35 0.2565498671050821 54.739219712525674 494.59736842105275 113419.98435000003 0.4054184970722513 0.060103277069071655 0.76950747094631999 19.950409836065578 0.10877005639205216 22399.020000000004 71.500000000000014 16.658813747228386 -756.49999999999989 0.11071398445176577 1.2765949902139362 -4908.4999999999991 1.0468914119154675 6.5000000000000009 -638.49999999999989 5.5000000000000009 0.11793966919170612 247518.00000000003 0.12708898124597393 0.21858212886407982 -508.49999999999994 0.067539149570049903 6.5000000000000009 0.30250000000000005 24.005494505494507 16.561189559264019 -15272.499999999998 0.073000000000000009 -295.96551724137925 1.6201491986577901 0.57142611028740897 0.25576260193514527 22.500000000000004 0.25332199873677702 0.63170987169416082 0.43385555888404914 1800002.2500000002 541.50000000000011 40.500000000000007 0.94139115500214687 28163.385000000006 25.500000000000004 1301864.4450000003 0.23770929392588949 24.04517453798768 -0.039332803338766091 79.24958753226035 0.99999778408012618 334.46365023533133 0.65204373548735661 42.500000000000007 -46.499999999999993 0.15248480764131819 5775.9075000000012 0.077932467418097714 0.12065000000000002 10.500000000000002 13.500000000000002 23.419822346891074 0.22832046176111304 0.0080622439272701758 0.94139115500214687 0.36504357056289882 0.021531725302338604 0.79113646691588324 0.08185000000000002 971.45348112379304 -0.020391281694173809 0.005502834916114808 0.31074385521692477 128.69047619047623 1.0269250376528791 0.50505171759117706 0.011367763592339866 1.5000000000000002 0.99999202739239712 -0.029171029105782505 0.069803312849625446 0.31971113155084729 0.71797859015972543 7116.1200000000008 1.0506683977716382 3.5000000000000004 -2601.4999999999995 0.013608732726424934
decision_type=10 8 2 8 8 10 10 10 10 10 2 8 2 10 10 2 10 2 8 10 10 2 10 2 10 10 10 2 8 8 2 10 10 10 8 10 2 2 10 2 10 2 2 2 10 2 8 10 2 10 10 8 2 10 10 2 10 8 10 10 8 10 10 10 10 8 10 10 10 8 2 2 8 8 10 8 8 10 10 10 10 8 8 8 10 10 2 10 8 2 10 10 10 2 2 10 8 8 10 10 10 8 2 10 8 10 10 10 2 8 2
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Tree=38
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Tree=39
num_leaves=112
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split_gain=1042.84 216.9 191.605 90.8155 84.1644 64.1647 63.6742 61.6081 53.9849 44.5872 42.7492 41.992 39.6971 38.9843 37.6425 35.5015 35.4779 34.4216 32.0074 30.4916 29.4361 28.6919 28.6359 27.798 27.1559 26.9202 26.7034 26.3262 25.9724 25.7435 25.5414 25.3205 25.1838 25.0707 25.1179 24.6613 25.2965 24.428 23.5339 21.5542 20.8527 20.4127 20.1269 20.0612 20.3888 22.7625 20.0216 19.4958 18.6717 18.6684 18.5864 18.4667 18.1796 18.1569 16.8216 16.6939 16.2375 17.6403 20.5006 16.1171 15.786 15.6402 21.0577 15.4974 15.1567 15.0968 17.0468 15.0253 14.7686 14.6474 14.4936 14.4692 14.338 14.3377 14.1313 13.953 13.827 13.7653 13.7646 13.76 16.1042 13.6293 13.5733 13.5008 13.4803 15.2317 13.4505 17.059 16.5336 13.2685 13.234 13.1898 13.0244 12.9757 16.0056 14.7441 13.9788 12.5081 12.2121 11.9906 11.8904 11.625 11.5474 12.307 11.4612 11.9562 11.4506 11.4294 11.4279 11.409 11.3812
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decision_type=2 8 10 10 8 8 8 10 2 8 2 10 10 2 10 8 10 8 8 10 10 10 2 8 10 10 10 10 8 2 8 10 8 10 8 10 2 10 10 8 8 10 8 8 2 8 10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 8 8 10 8 10 10 8 10 8 2 8 10 10 10 10 2 8 2 2 10 2 10 2 10 8 10 10 8 10 2 2 8 8 8 10 2 2 10 2 10 2 10 2 10 10 8 2 10 10
left_child=2 6 4 7 5 24 13 15 40 18 107 12 22 33 43 -3 17 70 25 27 31 78 61 30 51 29 54 28 67 47 48 64 -30 34 -2 73 39 53 -35 -37 100 46 63 44 45 -8 65 -7 -19 -26 69 60 83 -24 74 91 -11 -58 71 98 109 62 -9 92 86 -13 -67 -17 -15 -41 -12 -59 -5 -16 -18 -39 -23 -32 -14 -20 -81 -80 -60 -29 -47 -86 87 -10 -89 -27 110 102 -36 -70 -95 -96 -97 -44 -22 -63 -4 104 -33 -104 -53 -106 -103 -6 -66 -1 -72
right_child=1 3 8 72 10 9 14 11 20 56 16 41 21 68 35 19 26 23 79 -21 59 76 37 -25 49 89 -28 52 32 -31 77 55 -34 38 42 36 -38 75 -40 50 -42 -43 97 -45 -46 84 -48 -49 -50 -51 -52 101 -54 -55 -56 -57 57 58 82 -61 -62 99 -64 -65 108 66 -68 -69 93 -71 90 -73 -74 -75 -76 -77 -78 -79 81 80 -82 -83 -84 -85 85 -87 -88 88 -90 -91 -92 -93 -94 94 95 96 -98 -99 -100 -101 -102 106 103 -105 105 -107 -108 -109 -110 -111 -112
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leaf_count=432 1557 1959 628 1264 1240 3528 1382 1101 1405 467 197 230 208 274 535 573 215 2157 2235 1731 279 973 5201 8865 916 854 651 1044 1282 1181 1540 282 2171 1133 860 171 165 1061 531 1538 25498 196 1172 488 1140 1245 1194 986 1326 1195 177 3919 1025 6750 173 2265 191 677 104 4598 883 5023 1253 1074 1362 1751 263 280 170 929 2061 444 3296 193 680 1700 92 6603 562 301 631 304 1088 1761 1361 2459 26295 390 522 2724 494 647 107 1254 167 612 255 791 82 3283 1231 374 1028 281 1150 537 3540 8616 571 264 354
internal_value=0 0.00666093 -0.00555149 0.00343066 -0.00228864 0.00107696 0.0116589 0.00433078 -0.00959985 0.00466363 -0.00538424 0.00241612 0.00128276 0.00737302 0.0145497 0.00855694 -0.00339986 -0.00441318 0.00229368 0.0102375 -0.00733773 0.0104845 0.000338839 -0.00586027 -0.00351444 0.00466272 0.00782822 0.00812757 0.0116969 0.00802932 -0.00297108 -0.00841208 0.00860806 0.00983687 0.00738155 0.0194968 0.0217917 0.00249254 0.0166652 0.0230036 -0.0133938 0.00945067 0.0101371 0.011877 0.0125716 0.0138401 0.00769385 0.010703 0.00330128 0.00476745 0.0241964 -0.00540055 0.00341785 0.000841823 0.0151994 -0.00182964 0.013371 0.0156859 0.0174936 -0.000629639 0.0031851 -0.00283769 0.00278285 0.0144168 -0.00951431 0.0113701 0.0132094 0.0221027 5.24459e-05 0.0253421 0.00391535 0.00838913 -0.00877424 0.00828138 0.0193143 0.00845714 0.0177835 -0.0057771 0.00113345 -0.00537915 0.00322403 -0.00350261 0.0244786 0.006367 0.011607 0.0133442 -0.0100945 -0.00260264 0.0071398 -0.00128086 0.00185138 0.00371842 0.0200527 -0.00196045 -0.00378968 0.00254583 -0.00186989 0.0045714 0.0146506 -0.00446051 -0.00235648 -0.00690488 0.00804515 0.0114783 -0.00964248 -0.00302535 -0.00320291 -0.010578 -0.000787094 0.0118742 0.00454523
internal_weight=0 6958.63 7505.27 4235.6 4163.27 1997.34 2723.03 3949.85 3342 1121.28 2165.93 2727.62 2357.9 1109.13 1613.9 1222.23 1577.46 1451.67 889.93 1026.26 2109.48 211.285 2146.61 1238.95 876.051 682.558 125.793 821.528 460.086 433.817 732.374 1816.38 366.89 827.622 621.898 547.097 447.436 1280.37 205.724 425.257 1232.52 369.721 452.071 1066.8 1015.71 878.918 349.034 349.311 225.898 160.065 402.509 715.986 361.442 1010.52 79.9478 263.81 231.355 199.554 185.839 293.092 105.315 866.243 192.697 247.832 1552.57 235.202 212.621 93.1957 281.504 380.823 212.719 88.8959 285.758 99.6607 67.5557 269.851 114.308 506.476 96.977 207.371 62.6152 77.1324 96.9426 268.744 683.38 528.218 1454.53 120.608 48.2245 248.741 198.359 133.405 123.026 249.288 224.835 106.181 87.1344 204.239 23.4857 673.546 86.3747 610.671 95.4342 79.0844 343.128 104.289 267.543 588.475 98.0427 47.5831 165.191
internal_count=200428 69271 131157 47531 63793 28621 21740 42971 67364 15411 35172 31145 27511 9957 11783 11826 25316 23597 12440 9867 40007 2139 25372 20491 13210 9273 1719 8136 4306 5695 11626 35048 3453 7225 5561 3708 2980 14712 1664 2815 27357 3634 4004 8075 7587 6447 3438 4514 3483 2111 2644 11099 3830 11951 1068 4503 2971 2504 2313 4959 1579 10660 2354 2041 30545 2244 2014 853 2732 2467 3106 1121 4560 728 895 2761 1065 8143 1074 3167 932 866 1192 2805 5065 3820 28612 2317 912 3578 2909 2238 967 2458 2288 1034 867 1963 361 8306 1859 9520 1591 1309 5606 1687 3914 9856 1933 696 2415
is_linear=0
shrinkage=0.0227381


Tree=40
num_leaves=112
num_cat=0
split_feature=130 130 205 11 162 162 162 1 189 39 1 174 1 15 123 130 15 174 189 177 15 122 8 188 123 123 123 130 191 11 155 197 130 205 191 123 185 14 192 27 156 125 15 191 73 93 191 122 191 197 122 187 15 132 177 177 197 177 16 15 93 152 190 152 188 56 138 170 199 187 161 125 126 179 190 15 134 14 40 199 10 162 131 220 169 125 125 233 127 195 221 68 232 24 43 132 188 131 152 126 187 203 40 152 53 45 125 203 189 8 177
split_gain=1211.03 202.136 138.3 87.4079 77.4956 71.7253 58.2041 58.0335 49.9585 43.9099 41.1066 40.7159 39.6266 39.4475 32.8695 32.3376 31.7375 29.8373 29.8361 29.8219 27.4981 26.5662 27.6439 26.2176 26.0828 25.189 23.5922 22.5651 21.9459 21.8361 25.5003 21.4706 21.2633 21.1784 21.1349 22.7413 20.4331 20.0965 19.6974 19.4839 19.3873 19.1776 18.9721 18.8251 18.7436 18.1534 17.9372 17.715 17.2951 17.2661 17.1663 21.1578 17.1601 16.7545 16.7148 16.5542 16.2251 16.1166 16.0125 20.961 16.4214 15.8422 15.3058 20.2169 17.6958 15.2539 14.7301 14.5868 14.51 14.4669 14.4241 13.6985 13.6931 13.8045 13.6548 13.5381 20.9511 16.4568 13.992 13.3788 13.2171 13.1135 16.0747 13.0281 13.0163 12.9237 16.4283 12.8102 12.5297 12.4457 14.3124 12.4304 12.3707 14.1232 12.1606 12.0892 13.0673 11.9491 11.7379 11.6159 11.5637 11.4837 11.6759 11.4321 11.3894 11.3657 11.0988 11.0772 11.0507 12.5523 11.4515
threshold=0.47343906753586867 0.3333323071294631 -0.033590264618396752 1.5000000000000002 0.91068809454588318 0.97005611278686155 0.93199241823269008 1.0000000180025095e-35 0.16486439092822072 0.11754439635594506 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 -9921.4999999999982 0.86325884265749442 0.19427956027341467 -17918.499999999996 3.5000000000000004 0.083491761723700889 0.57417582417582425 -16075.499999999998 0.046822949293228472 382767.75000000006 0.85019685039370085 0.86325816545756684 0.8211519763436349 0.90991088939358755 0.25211751099572804 28.500000000000004 2.5000000000000004 67346.678571428594 1.0226945836650494 0.53592888009858985 0.027600509114563469 25.500000000000004 0.99999778408012618 898.66620879120887 0.041006000000000008 0.047782126549249841 1.5000000000000002 3205608.7500000005 2.0328542094455857 -9600.4999999999982 23.500000000000004 0.78195000000000003 -1348.4999999999998 40.500000000000007 0.080648755211218032 12.500000000000002 0.966899301334886 0.04809980403784201 5.8145930361499234 -13591.499999999998 0.17893991491327996 0.67156862745098056 0.69397993311036799 0.021638838028446277 0.37668918918918926 -3043.4999999999995 -20573.499999999996 -1320.4999999999998 298505.72500000003 35.500000000000007 23980.500000000004 0.91695402298850581 0.069850000000000009 1.5000000000000002 10.026785714285717 13862.749798248629 18.209914320685439 0.18764477239908919 14.900752908966462 0.21432596583434624 0.93285472043821549 118.50000000000001 -19196.499999999996 0.22564726178030795 0.034176500000000005 0.5358060550529391 44789.335383900943 6.5000000000000009 0.5717386529615871 0.28224851214071528 -0.015258127357810734 0.055597899728997299 4.6475017111567434 0.3709787816563998 0.0047226834576576957 11152.108472531039 11.059114735002913 -0.019204492680728432 0.0097500000000000017 0.0073469718918204316 1.0000000180025095e-35 0.025850000000000001 0.29164929654580174 0.50797894915541986 0.21896945899597009 48645.375000000007 0.27816528254067713 6.9233705226071649 0.10352057218551637 0.18288104784064022 544170.0900000002 0.17435000000000003 0.86060000000000014 8.4366872005475724 -0.031971469521522515 0.51442441054091548 279947.25000000006 0.58957219251336912
decision_type=10 8 2 2 8 10 10 2 10 10 2 8 2 2 8 10 2 10 10 10 2 10 10 8 10 8 8 10 10 2 10 10 10 2 8 10 8 2 10 10 10 2 2 10 10 10 10 10 8 10 10 8 2 10 8 10 8 10 2 2 10 8 8 10 8 10 2 10 8 8 10 2 2 8 8 2 8 2 10 8 2 8 10 2 8 2 2 2 2 8 2 8 2 2 10 10 10 10 10 2 8 2 10 10 10 10 2 2 10 10 8
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Tree=43
num_leaves=112
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decision_type=8 10 2 10 8 10 10 10 10 8 10 2 10 8 10 10 10 2 10 10 2 8 10 10 2 10 10 8 10 10 10 10 10 8 10 10 10 10 8 2 10 10 2 8 8 10 8 10 10 10 2 8 10 2 2 8 8 8 10 10 2 10 2 2 2 2 8 2 2 10 8 10 2 10 10 2 8 2 10 8 10 2 2 8 8 2 10 10 2 10 2 10 8 2 2 8 8 2 2 8 10 10 2 2 10 2 2 10 8 8 10
left_child=1 8 15 5 7 6 13 16 20 19 23 32 45 58 17 48 30 54 -19 22 21 34 28 46 27 78 33 -22 -5 -30 109 39 92 -21 85 -18 91 52 56 -14 41 44 -43 90 -33 96 77 -16 -2 -50 64 -24 -10 -29 -15 -26 88 -17 71 -32 -61 -35 -63 -53 -39 -66 -67 95 69 -12 -23 -3 -73 -72 -31 -38 -77 -7 -9 -49 104 -82 -25 84 -84 97 98 -88 -27 -90 -8 93 -6 -37 -80 -45 -13 -1 -59 -54 101 -55 -28 -104 105 107 -107 -11 -47 110 -4
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leaf_count=166 31334 755 277 958 1942 151 1126 804 312 1044 1136 4929 847 6201 587 1016 6188 5534 4698 1271 457 228 384 416 774 14428 466 158 2120 1558 318 1654 1762 2308 823 789 308 337 13995 527 2907 948 287 99 8486 165 99 855 1488 762 315 108 716 1155 9514 647 824 144 1163 1567 718 1157 2242 2387 386 178 1773 663 2722 419 2025 428 146 826 619 180 558 1064 1686 737 297 95 611 313 763 534 269 617 6334 574 302 2254 5513 1437 897 242 338 1205 1218 178 175 861 554 86 767 255 1244 317 180 3466 554
internal_value=0 0.00618679 -0.00638743 0.00401619 -0.00464842 0.00169009 -3.4186e-05 -0.00690509 0.0121554 0.00787607 0.00799935 -0.00102757 0.000997775 -0.00105186 -0.00194085 -0.0116284 -0.002848 -0.00287987 0.000275346 0.00934819 0.00972403 0.0068437 0.012004 0.0134209 0.0133204 -0.00901424 0.00617437 0.0166296 0.00879639 0.0108395 0.00210015 0.00324762 -0.0062705 0.0044976 0.0112948 -0.00579851 -0.00182086 0.0170297 -0.00980227 0.0125465 0.00213846 0.000389401 0.010343 0.00971754 -0.000941115 -0.00550654 0.0203704 0.00718906 -0.0126727 -0.00370579 0.0194189 0.0167567 0.00984746 0.0189009 -0.00508982 0.00662584 -0.00797915 -0.00214251 0.0073614 0.00842442 0.0110435 0.00629652 0.00930538 0.0185655 0.0208914 0.0224078 0.0244242 0.00153589 0.00272823 0.00832649 0.00182075 0.0124893 0.0200679 0.000290016 0.0153049 0.00967171 0.015545 0.0223721 -0.00135321 0.0108344 0.000892688 0.0122238 0.00788578 0.0105887 0.0135303 0.0144311 0.00247285 0.0107011 -0.00851662 -0.00487907 0.0142095 -0.00483368 -0.00842372 0.000177242 0.0020634 0.0124365 -0.00697276 0.0174017 -0.00385599 0.00466547 0.0202006 0.0214766 0.0154015 0.0210129 -0.000747221 0.00143042 -0.00310721 0.00620989 0.0102372 -0.00198771 0.00625879
internal_weight=0 7635.51 6803.13 5609.79 5120.36 3508.07 2761.83 3149.6 2025.72 2101.72 746.239 1970.76 1426.62 2507.8 2274.12 1682.77 1084.22 2067.37 854.666 1733.4 1368.73 773.887 930.682 361.316 594.841 2065.37 802.716 389.529 570.294 465.075 405.933 1063.17 544.143 690.101 404.607 678.292 331.155 656.992 1870.56 103.85 959.325 738.69 80.2324 254.038 658.457 363.446 149.974 206.745 1513.28 112.263 482.001 360.388 174.991 328.916 1212.71 205.312 1194.56 169.491 233.678 155.791 137.79 567.262 343.568 316.407 431.481 385.196 326.408 94.1305 384.924 143.885 369.28 128.002 59.8571 339.296 252.935 64.8345 46.6204 140.082 194.816 155.524 368.319 39.5502 211.341 171.171 140.908 288.349 119.57 49.4019 1147.54 384.366 159.908 266.321 436.492 134.083 150.19 32.9384 336.865 210.182 70.1676 124.018 308.218 283.859 112.615 66.1547 328.769 262.274 136.084 126.191 26.5816 250.142 57.1287
internal_count=200699 75210 125489 60981 88641 40744 33050 58156 14229 20237 7694 30485 21268 30618 28126 36848 18614 25947 10232 16218 10034 5807 8134 3417 4227 39542 8084 2806 5255 4297 6900 15656 9217 6978 2728 11714 5526 4195 36155 1374 14282 11375 1235 2432 10140 5612 1314 2179 33584 2250 2989 2879 1206 2349 15715 1421 22160 3264 2492 2603 2285 5707 3399 2495 2674 2337 1951 1004 4277 1555 3079 1329 574 2851 2177 1046 738 1215 3387 1592 4019 392 2103 1687 1374 1905 2248 886 21336 6908 1428 4480 7455 2226 2583 341 5267 1371 1362 894 2191 2016 1106 640 3627 2860 1499 1361 345 4297 831
is_linear=0
shrinkage=0.0227381


Tree=44
num_leaves=112
num_cat=0
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split_gain=811.655 177.324 171.419 98.8636 74.5893 62.3401 54.9824 46.6739 47.1372 42.4516 41.89 40.1645 33.7149 31.7859 31.7641 30.0245 29.526 38.1959 28.9449 27.9666 25.9557 24.7025 23.79 23.3681 23.0714 21.3949 21.2679 27.5172 21.0964 20.3682 19.5382 21.8773 19.5345 19.2652 18.9811 18.3555 18.2647 18.2534 17.9686 17.5598 17.5103 17.0762 18.903 18.437 16.922 17.3863 16.875 16.8228 16.9404 16.809 16.6443 16.5675 19.3563 16.4769 16.427 16.3014 15.8997 15.8555 15.6142 15.3019 15.2399 14.8735 14.6424 14.5604 14.4365 14.3631 14.2475 13.979 13.6903 13.562 13.5159 13.4393 13.2186 12.7045 12.6035 12.5769 12.5468 12.4897 12.3845 12.0988 12.0394 12.4269 12.0394 11.8797 11.7991 19.2178 11.7798 12.1866 13.7663 11.7449 11.6229 11.5986 11.5478 11.5172 11.9908 11.4585 15.0202 11.4567 13.6205 11.3922 11.3418 11.1869 11.2942 11.1521 10.9721 10.9081 10.8427 10.8101 10.727 10.6358 10.5594
threshold=0.019576604478061203 0.33280103482698314 0.14287438323529467 1.0000000180025095e-35 2.5000000000000004 16.500000000000004 0.16701534170153418 0.12914197937239416 199.51666666666668 0.092137745936283391 1.0000000180025095e-35 -60.499999999999993 0.16443948771025113 0.17309364044727574 0.98154815008368479 0.080179620666192539 6.5000000000000009 0.10793334137031474 -980.49999999999989 0.27854032409218138 6.5000000000000009 -1178.4999999999998 0.072946848826625957 0.051873996972828497 0.047750000000000008 0.44966497715305648 54.898015058179332 0.055065800708840186 0.26106987623094552 0.19045246968944388 0.096894559460760726 0.33096695607420717 0.61540364228952837 -0.066713217645883546 12.500000000000002 0.022497344762086872 1.0362674859168235 0.99999737655011633 0.90941913197429536 18030.472417582419 0.99999306238730579 -2349.4999999999995 1.0276843920232051 10131.547500000002 154.37749418746384 -0.0016763223684392867 123.50000000000001 -0.025636434555053707 32637.895714285718 -20823.499999999996 -0.025636434555053707 208.69794751616277 0.12058579144162861 22.550505050505055 0.0023107352899387483 7.5362977602108048 0.61721611721611735 1.0382315338406931 0.0048317715991288432 0.97387539088648878 0.43875000000000003 0.85955000000000015 0.12225000000000001 -0.007128797471523284 0.15894018742226737 7.5000000000000009 0.0014125014422461393 0.0011075680376961829 -738.48913043478251 7.2507309941520477 -1135.4999999999998 -1201.4772727272725 0.11663553894170479 0.98285000000000011 -0.011964049655944107 0.0061420099809765824 0.49291999354400212 2.5000000000000004 6.5000000000000009 6.5000000000000009 -0.035412736237049096 -331.47369999999989 18.500000000000004 0.21442854894517746 0.69341603866625634 -1098.4999999999998 114745.41204545456 0.40733141723911365 0.018825500000000002 3814.2607738113279 -0.010901656933128832 0.096443585969202217 26.500000000000004 -0.04739707708358764 0.073911696672439589 0.2415667779765007 0.50862068965517249 10.293797953964196 -761.49999999999989 6.5000000000000009 0.64751753545273605 -0.0051058705430477849 9.4688577586206915 135002.25000000003 0.010987736750394108 0.044046098840769786 0.23354348869183456 0.93079235119644366 0.073437726761846636 37.500000000000007 2.1744565217391307
decision_type=2 10 8 2 2 8 10 10 10 10 10 8 8 2 10 8 2 10 2 8 2 8 10 10 10 10 2 10 10 2 10 8 8 2 10 2 8 2 8 8 10 8 10 10 10 2 10 2 10 2 2 10 10 10 2 8 10 10 2 8 8 8 10 2 2 8 2 2 10 10 10 8 10 10 2 2 10 10 2 2 2 10 8 8 10 10 10 10 2 2 2 10 8 2 2 8 8 10 10 2 8 2 8 10 2 10 10 10 10 10 8
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is_linear=0
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Tree=47
num_leaves=112
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decision_type=2 10 8 2 8 8 10 8 10 10 8 10 10 8 10 8 10 10 2 10 10 8 10 10 10 10 2 10 10 8 8 10 2 8 2 2 8 10 10 2 10 2 8 10 2 8 10 10 10 8 10 8 10 8 10 10 2 2 10 10 10 10 10 10 8 2 2 8 10 10 2 10 10 2 10 10 2 10 2 8 10 8 8 10 2 8 2 2 8 2 10 8 2 2 2 2 10 10 10 10 2 10 10 8 10 10 8 2 8 2 2
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leaf_count=550 132 14884 5655 444 948 607 817 93 13682 1783 971 4150 248 427 4498 656 1412 294 2837 153 1865 10197 3276 1605 1216 1497 945 2289 680 5852 3423 1167 395 725 376 3957 3763 2147 1304 751 535 2367 190 550 478 1469 982 578 1697 787 288 924 2130 15822 1661 5235 1289 764 1440 368 1824 897 326 1551 258 174 262 273 5861 294 1242 320 112 304 179 740 1566 880 434 1494 305 692 985 108 516 1256 404 627 1175 160 904 964 555 1527 162 3651 407 201 416 303 1576 654 795 375 16867 1401 347 1601 649 250 83
internal_value=0 -0.00463769 0.00544594 -0.00172026 0.00299176 0.00264948 -0.00395221 0.00919291 -0.00856471 -0.00483988 0.00561288 0.001115 -0.00726804 0.00772351 -0.00832471 0.00444411 0.00365836 0.00591527 -0.000724829 0.00276182 0.000933891 -0.00587711 -0.000353521 0.00195663 0.00310672 0.00279973 0.0113299 0.0143717 0.0155745 -0.000136781 -0.00970838 0.0108233 0.00715659 0.0061233 0.00898636 -0.00689629 -0.00534227 0.0140383 -0.000854987 0.00516089 0.00581928 0.0096981 0.00281917 0.00789055 -0.00286194 0.0110735 -0.00294555 0.00539058 0.0129292 0.00634009 0.0162201 0.020377 -0.00174384 -0.00401434 -0.00461429 0.00788839 -0.00316121 -0.0106454 -0.00851234 0.00558886 0.0035906 0.00143955 0.0120118 0.00237428 0.00503073 0.0190767 0.0133366 0.0152946 -0.000775549 0.0121586 0.00870332 0.0113294 0.0016011 0.0130128 0.0169506 0.0125528 0.0151101 0.000562071 0.0085252 0.00564327 0.00655476 0.00351448 0.0010867 0.00783938 0.0115767 -0.00198132 0.00255031 -0.00532049 0.00021267 0.0132801 0.00934215 0.0112939 -0.00103242 0.00351253 0.0177149 0.00308179 -0.00203914 0.00753469 -0.00227943 0.0204041 0.0223633 0.00674427 0.0149328 0.01321 -0.00971481 -0.00313209 0.0148316 -0.00341741 0.00553912 0.000665059 0.0174397
internal_weight=0 7583.91 6844.04 4358.39 4144.78 1472.97 2885.42 2699.27 3225.52 2688.13 2428.03 1331.7 2656.31 2209.52 2282.41 2105.5 924.432 695.425 1716.75 1546.54 1286.25 2368.54 370.755 1174.69 1052.48 319.591 322.362 257.584 489.751 798.112 1809.93 987.413 474.263 662.485 558.958 1997.78 1408.61 513.15 778.587 1222.1 748.43 344.706 745.038 162.093 592.766 326.817 472.484 185.821 322.527 162.488 141.274 107.477 282.617 1181.59 407.267 554.796 229.007 1579.55 913.882 462.421 390.036 147.48 287.896 403.724 106.198 327.658 274.922 239.868 373.897 32.5997 477.065 329.289 143.068 292.607 361.564 331.712 254.284 107.466 91.8733 257.982 151.586 136.184 373.063 197.293 136.417 204.336 147.776 366.286 135.812 68.7779 170.813 109.414 64.7774 227.246 207.144 310.083 389.993 68.5519 341.297 303.837 256.886 72.9018 253.727 32.4277 806.415 230.383 72.3852 351.29 92.2044 71.8548 20.3496
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is_linear=0
shrinkage=0.0227381


Tree=48
num_leaves=112
num_cat=0
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split_gain=863.959 141.166 115.535 76.1088 59.3714 58.0632 60.1162 55.0998 47.8493 40.3306 38.3505 33.9808 33.2502 30.9218 30.3644 30.034 29.4341 28.3757 28.3117 28.1604 26.9558 24.4974 24.2811 23.3352 22.7123 22.2574 21.6646 21.5885 20.7941 20.7173 20.6628 20.0768 21.5806 19.839 21.7123 21.1218 19.707 19.4931 20.4111 18.8225 17.8378 16.7722 16.6132 16.5569 16.4726 16.2272 16.2016 15.9963 15.9204 15.9023 15.7683 15.6242 15.5064 15.2907 15.1001 16.8319 14.9036 14.9114 14.6596 14.3397 14.3207 14.2237 14.8311 14.2227 14.1829 14.6751 14.0156 13.8338 13.4247 14.4857 13.3273 13.3165 13.2342 13.106 13.0461 12.8681 12.7561 12.7082 12.6684 12.5909 12.5696 12.4636 12.4513 12.3989 12.2774 15.3875 15.2176 12.2742 13.984 11.9825 12.6776 11.92 11.8728 13.009 11.8471 11.7981 11.7043 11.6622 17.176 12.3644 11.5982 11.587 11.4765 11.4592 11.4169 13.5247 11.3202 11.248 11.0354 10.9805 10.7339
threshold=0.47179375056612288 0.32979101361500657 0.36205136479256944 1.5000000000000002 0.57170348245817137 21.682178932178939 0.82562932579955095 1.0000000180025095e-35 0.23205128205128209 36.500000000000007 15.500000000000002 38.104038329911027 0.73348909657320882 2.5000000000000004 9.3828409090909108 22.500000000000004 941.73085714285719 3.5000000000000004 0.17975372652653551 17.500000000000004 -925.49999999999989 8.5133470225872703 16.500000000000004 0.44590643274853808 0.15468259258796727 0.79113704999583756 1.0263250256995491 0.98285000000000011 26.13963039014374 0.75941548969304218 0.58350340136054435 0.12350313712546357 0.044036574316951231 0.19733211523415736 2.0679866242042966 383.04545454545456 0.90035460992907812 0.15745890697178413 0.04247047116111393 10.500000000000002 0.16092142645443167 0.12011201988003356 6.5000000000000009 0.0016944646486081185 81790.654821428587 25259.850000000002 0.9769000000000001 0.024800000000000003 0.18105000000000002 843.50000000000011 3.5000000000000004 10.500000000000002 0.040250000000000008 0.32253689179583467 23.500000000000004 0.99999851894022751 1.0000000180025095e-35 0.4923777626935944 -1968.4999999999998 0.44758162342796887 -2345.4999999999995 0.044565154301972096 16558.664052198717 0.013089854735881092 0.055250000000000007 -4702.4999999999991 22.138409961685827 -887.95454545454538 0.16443948771025113 0.063650000000000026 0.14235767302961003 0.048300178801812123 125625.75000000001 0.048300178801812123 1099.5000000000002 -1252.4999999999998 -2536.4999999999995 780.81631427839204 3.5000000000000004 35.966666666666676 29783.250000000004 20.500000000000004 211581.67500000002 3.5000000000000004 162.50000000000003 9.5529115341545374 0.15477546304464343 19.46276174306735 -5971.4999999999991 0.23782770789337629 -9600.4999999999982 0.14655000000000004 190.16713129496404 0.092722347604156083 0.29478609625668456 2.5000000000000004 -369.55844155844153 164.22734056987792 0.46705516584001888 49425.000000000007 -6.9545454545454541 28967.428125000006 0.033814270049333579 1473.3781975685094 0.062667095034020973 -4638.4999999999991 0.81031267461366874 0.40052440091538682 0.78296208980799664 1.0000000180025095e-35 0.021303054053660626
decision_type=10 8 10 2 10 10 8 2 10 8 8 2 10 2 10 10 10 10 2 8 2 2 8 10 10 8 10 10 2 10 10 10 8 10 10 10 8 10 10 8 10 8 2 2 8 10 10 10 10 8 2 8 8 2 10 10 2 10 2 2 2 10 2 2 10 2 8 10 8 8 10 10 8 10 10 10 8 8 2 10 10 8 10 2 10 8 2 10 2 8 2 10 10 10 8 8 10 10 2 10 10 10 2 10 2 2 10 10 10 2 8
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Tree=51
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decision_type=10 10 10 10 10 10 8 10 2 8 8 10 2 10 8 8 10 10 10 10 10 2 2 8 2 2 8 10 10 2 10 8 10 2 10 10 10 8 10 2 10 8 10 8 10 10 8 8 10 10 10 8 10 10 10 2 8 2 10 2 10 2 10 2 2 10 10 8 10 8 8 8 10 8 2 2 10 2 2 10 2 8 10 8 10 10 8 8 8 8 8 10 2 10 2 10 2 2 8 8 10 10 10 2 8 2 10 10 2 2 10
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leaf_count=814 219 3072 23334 2302 152 393 548 116 6373 727 6843 357 2515 225 5976 524 2461 295 375 377 243 102 442 287 190 1452 32682 3152 1151 381 1475 646 1065 5698 228 403 1543 829 1094 310 178 315 1542 3150 7696 814 696 1097 1315 89 2943 680 693 228 148 93 4511 517 3159 1976 1335 3860 535 388 2008 202 3434 1624 717 749 2885 1944 460 2059 121 313 185 102 7651 861 294 611 839 705 909 143 1181 1764 151 563 297 84 8265 854 196 1971 518 131 125 885 847 425 696 308 579 265 1097 99 93 562 1049
internal_value=0 0.00410632 -0.00687049 -0.00553976 0.00770768 0.00657344 0.00108669 0.0018175 0.0010144 0.0023795 0.00457604 -0.000653432 0.00858696 0.0101928 -0.00704909 0.0140438 -0.00629042 0.00443484 0.00281377 0.00896693 0.00762788 0.00619268 0.0176179 0.00320319 0.000705498 0.0121173 -0.00513297 0.00186881 -0.00288212 0.0138413 -0.00553943 -0.00656238 0.00435438 0.0151496 -0.00621041 4.4078e-05 -0.000955622 0.00815656 0.0116478 0.00599662 0.0102445 -0.00464503 0.0157299 -0.000775514 -0.00186538 0.00559926 0.0106779 -0.00317744 0.00220589 0.0229035 -0.0109536 0.00900037 0.0129228 0.00394465 0.0129163 0.0181474 0.00123458 0.00689835 -0.00712325 -0.00540255 -0.00333427 -0.00618423 0.00711278 0.00337388 0.00518178 0.00663044 -0.00188931 0.00251373 0.00875401 0.00427684 -0.000468811 0.00177153 -0.0123242 -0.00710153 0.024347 0.00321137 0.00177055 0.0247451 -0.000156213 0.0141167 0.0239699 0.0137879 0.00252868 0.0119235 -0.000389676 0.00206747 0.000626854 -0.0017408 0.0101635 0.0282128 0.00424442 0.0135616 -0.0110138 0.00308981 0.00926752 -0.00625367 0.0234704 0.0144589 -0.00303909 -0.00593206 -0.00492015 0.0198026 0.00760799 0.0155951 0.00841104 0.014783 0.00604362 0.0106332 0.0142951 0.0166098 0.0259898
internal_weight=0 9244.55 5133.41 4140.45 4210.06 3585.7 5034.49 4582.06 4244.76 3145.96 1852.42 980.028 2327.92 1721.99 3160.42 624.362 2875.72 438.489 1257.78 698.932 657.335 260.621 413.277 231.79 908.87 1283.5 2324.14 1153.49 1098.8 992.964 2257 1876 88.8311 869.059 452.434 624.436 219.543 348.905 337.295 290.538 301.825 300.317 211.181 1293.54 1109.87 183.666 119.602 719.407 210.414 224.097 232.891 105.285 131.599 605.929 80.934 59.9972 560.779 142.767 1787.17 508.993 405.053 280.801 315.324 608.554 476.012 211.085 519.151 212.259 186.692 123.905 380.998 300.108 992.96 250.583 211.959 245.306 86.1331 70.7303 838.162 200.614 28.8303 69.4481 350.071 125.941 73.3187 487.21 421.478 328.297 65.7327 60.5226 126.114 35.2969 551.578 124.252 61.2165 193.059 49.1495 72.4541 132.542 110.715 306.893 96.7157 67.1417 31.3009 93.1804 50.2354 104.901 189.181 122.109 106.145 194.009
internal_count=201150 96833 104317 80523 32566 28331 64267 57908 54110 39467 21873 16771 17756 12631 63752 4235 57776 3503 10575 7463 7086 3744 2607 3348 7907 9128 45079 14410 14643 7053 43856 37552 1711 6079 6359 8270 2868 2668 3798 2075 2293 2767 2323 17594 15357 2237 1423 13027 3709 1411 3491 1214 988 5125 1046 759 7661 2394 35841 9318 7342 5195 3687 5140 3940 1628 7056 2775 1426 974 6304 4829 23794 2374 1322 1765 709 781 10723 1464 396 1128 2847 1093 1266 4311 3752 2945 559 665 1475 381 12697 2147 1050 4432 611 811 1200 1010 4281 603 1223 527 807 416 1325 1196 754 655 1201
is_linear=0
shrinkage=0.0227381


Tree=52
num_leaves=112
num_cat=0
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split_gain=552.274 135.743 115.037 104.267 101.55 89.133 89.4708 63.0685 44.601 42.6611 42.8375 40.6348 34.5387 32.0112 30.1844 29.3451 28.6202 28.4461 26.5419 30.7274 26.4888 26.1764 24.2942 27.3467 24.682 23.6111 23.1796 22.7161 22.6786 24.6793 22.437 22.0791 21.9409 21.8539 21.6461 21.6374 21.1983 20.3007 19.6553 19.2268 19.0037 18.9436 17.5872 17.3624 17.3568 17.1879 15.8857 15.426 15.0255 15.0095 14.875 14.8372 14.577 14.5091 14.0866 13.9565 13.9159 13.5732 13.5731 13.5727 13.4697 13.1942 13.1781 13.133 13.9943 12.7948 12.779 12.5895 12.3887 12.3557 12.3258 12.3254 11.8291 11.8046 11.6426 11.5454 11.524 11.5137 11.4501 11.37 11.161 11.0773 13.0039 10.9854 10.6309 10.6294 10.295 10.2511 10.0883 12.1435 11.1854 9.9872 9.94469 12.2399 9.87503 9.85021 9.77561 9.73608 9.60525 11.1912 10.2449 10.3255 9.46718 9.42313 9.35078 11.4305 9.22403 9.04916 9.046 8.92385 8.89935
threshold=0.017392416484653953 -0.042082814499735825 0.038061643453694768 0.095117047817629863 0.9543142080826118 0.046521784670487676 1.0000000180025095e-35 25.500000000000004 2.5000000000000004 1.0000000180025095e-35 10.500000000000002 24.274351676154335 0.10660746701629756 0.99999228267011786 0.11893393241891766 0.43030774107075148 0.079919224166597122 0.039124270425785111 -297.49999999999994 0.83803656597774256 0.024184181103138979 20.671714285714291 -0.004678829573094844 -2402.4999999999995 336.81666666666672 -4070.4999999999995 7.2128678986995221 1.0000000180025095e-35 11.368993135011443 0.044046098840769786 1.0000000180025095e-35 3.9601587301587307 1.5000000000000002 0.9437410982750436 55.500000000000007 0.057373323290897775 0.92888748419721889 -322.49999999999994 0.31625196675460893 0.2007841763186384 0.014285529102978608 2.2928571428571431 15.500000000000002 0.39141936968023933 0.15745890697178413 0.060450000000000011 6.5000000000000009 -0.058101108297705643 1.5093240165207173 0.015250634033725834 0.36228297308985391 -0.0099844657815992815 -0.0027574767591431733 8.5000000000000018 -0.098038423806428895 0.079350000000000018 -0.017730988562107083 15.207106812447437 0.0036662368802353744 22.138409961685827 0.033450000000000008 -370.49999999999994 -0.0044609166216105214 0.66724336793540961 -2096.4999999999995 172.05000000000004 0.034352576368451508 3.5000000000000004 631081.93500000017 -592.95454545454538 0.060850000000000008 10.659822039698838 17.500000000000004 0.091052026378941761 -3644.4999999999995 16.500000000000004 0.091725342617780245 0.15435000000000001 0.85750543872371299 -477.74166666666662 11.500000000000002 0.52466460595643982 0.087721289078683512 24.504385964912284 0.093737362855009929 0.00047711972729302948 -2338.4999999999995 0.0062982323579490193 0.84419841466833312 0.33771929824561409 -0.0016487028333358464 0.042496501261906676 0.71178805924568644 1.5000000000000002 0.12566612366494564 -0.0091510922648012621 0.0042139773722738036 311625.00000000006 -0.014467002358287571 -0.031893942505121224 0.0047321100719273099 -468.94999999999993 7.5000000000000009 36.005494505494518 1575.5000000000002 0.096398397689227963 8100.0900000000011 7.4846117424242431 233.59477019028319 29728.957500000004 4.5000000000000009
decision_type=2 2 10 8 8 10 2 10 2 2 8 10 10 10 10 8 10 10 10 8 8 10 2 2 8 2 2 2 10 10 2 8 2 8 2 10 10 8 8 10 10 10 8 8 10 10 2 2 2 8 10 2 2 8 2 10 2 10 2 10 10 2 2 8 2 10 10 2 10 8 8 2 8 8 2 8 10 10 10 8 10 10 10 10 10 2 10 2 8 8 2 10 8 10 10 2 2 2 2 2 2 10 8 10 10 8 8 8 10 10 10
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Tree=55
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decision_type=10 8 2 10 8 2 2 8 2 8 10 2 2 10 10 2 10 8 10 10 10 8 8 2 10 10 10 2 8 8 8 8 10 10 10 10 10 2 8 10 8 8 2 2 10 10 10 8 2 2 10 10 2 10 2 2 10 10 10 2 8 8 10 10 8 10 10 2 8 10 8 10 2 8 10 10 2 2 2 2 2 8 2 2 2 10 10 10 10 2 8 10 10 10 2 10 2 8 8 2 10 2 2 8 8 10 10 10 10 2 2
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leaf_count=2438 10292 2515 21348 1135 2101 2641 3708 462 683 356 3367 264 463 341 1038 364 1511 5944 94 1769 3428 423 9851 747 638 1352 2266 2880 6835 6674 748 331 1075 1490 1045 297 7481 8508 1688 588 772 192 4470 2619 1119 644 404 1184 1152 746 496 4568 2592 1494 2041 364 1395 1409 177 517 1444 1389 2931 163 414 208 771 474 615 1247 1398 170 2185 2370 5775 111 436 115 1585 261 299 637 1464 1122 225 471 144 292 1766 1439 235 640 1163 1770 1136 504 1261 549 152 1757 439 389 238 725 5976 164 198 176 104 1318 495
internal_value=0 0.00388425 -0.00618036 -0.00451484 0.00679037 0.000871522 0.00227639 0.000360509 0.00359361 -0.00648067 0.00876942 0.0104576 0.00336793 0.00528174 0.0120578 0.0143081 0.0159229 -0.00149377 0.00505104 0.00424764 0.00514897 0.00712951 -0.00382184 -0.00421936 0.00759319 0.00869465 -0.00336467 0.0198357 0.00259493 0.00379794 0.010021 -0.00332611 0.0105401 0.0119483 0.00509953 -0.00637381 -0.0109555 -0.00940361 -0.00688963 -0.000672763 0.0144063 0.00362017 -0.00904182 -0.00506307 -2.50159e-05 -0.0107582 -0.00373746 -0.00238839 0.00945656 0.00902715 0.00734372 -0.00712036 -0.00185974 0.0022507 0.0106641 0.0100536 -0.00287465 0.0130402 0.0171257 0.00611997 -0.000518295 -0.000160091 -0.00289153 0.0150629 0.0193284 -0.00478697 0.0111277 -0.000192939 0.00226188 -0.00520994 -3.88153e-05 -0.00367854 -0.00652485 -0.00162043 -0.00378575 -0.00170371 -0.00219062 0.0130407 0.0153998 0.00333548 0.00654808 0.0118061 2.22058e-06 0.00707391 0.0073076 0.012943 -0.00453548 -0.00269079 -0.00454574 0.000428481 0.00733001 -0.00724467 0.00384483 0.00629744 0.00331702 0.0046443 -0.00944095 0.00816066 0.0112823 0.00023442 0.00259014 0.00131506 0.00365547 0.0120986 -0.00730907 -0.00896451 -0.00148999 0.00978733 0.00627302 0.0060893 9.12035e-05
internal_weight=0 9152.54 5160.93 3838.73 4653.2 4499.34 3381.8 1105.09 2740.54 2733.65 2939.81 2011.13 1713.4 1962.12 1567.61 1029.67 870.894 933.227 928.679 1743.11 1278.09 901.521 1351.76 1332.22 537.933 462.366 1117.54 490.943 1280.74 1087.71 171.86 641.253 379.951 317.192 234.165 876.168 1322.19 1033.29 641.113 778.421 126.92 822.796 1381.88 426.701 224.585 955.184 699.062 625.329 459.686 166.739 41.3003 834.868 435.309 714.266 426.396 557.474 301.854 123.617 93.8364 293.599 420.667 350.521 258.194 105.884 80.3229 923.878 513.473 399.286 344.047 907.184 456.047 235.652 193.09 340.377 551.142 84.5212 464.745 219.012 181.674 193.663 104.182 108.529 162.079 92.3273 74.1872 412.458 67.4264 295.104 252.975 125.926 42.1297 348.541 220.396 178.988 171.039 102.494 533.014 42.5614 70.7515 291.964 229.11 145.174 176.046 46.8187 566.807 437.653 129.155 29.4339 22.1404 153.092 64.7619
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is_linear=0
shrinkage=0.0227381


Tree=56
num_leaves=112
num_cat=0
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split_gain=643.786 151.377 75.3901 58.9066 58.0762 58.02 49.0529 47.5407 42.3763 41.5272 43.0252 36.387 29.3086 30.1099 39.152 27.4964 27.4861 25.9253 25.5332 25.1875 24 23.867 29.7851 22.8943 27.8537 23.3404 21.563 21.3528 21.1332 21.1049 20.9698 19.5183 19.3376 18.7435 18.66 17.9799 17.8616 17.4972 17.1348 23.3655 21.5756 16.9466 16.4766 16.1577 16.089 16.0301 16.0168 16.007 15.9626 16.518 15.9433 15.1208 16.3813 15.3457 15.0327 14.9019 14.7903 14.6199 14.3752 13.9441 13.6719 15.5832 14.7394 14.7019 13.5774 14.4464 15.4299 13.5163 13.496 15.6032 13.4931 13.3957 13.3658 13.3236 17.5605 13.2852 13.1653 16.1006 13.0568 12.7578 12.7375 12.4253 12.3521 12.31 11.9315 11.5583 11.4689 11.2953 11.2003 11.1342 10.9918 10.937 10.6505 13.9668 10.6468 10.6292 13.8341 10.6105 10.593 14.4616 10.4478 11.9111 11.1763 10.3791 10.2427 9.90561 11.7676 9.82692 9.78329 9.76005 9.69961
threshold=0.5170059093244922 0.35816156844652519 0.68010218405719336 0.89248868137558668 0.14911406457619622 1.0542920737786019 1.0000000180025095e-35 1.0000000180025095e-35 -127.49999999999999 1.0000000180025095e-35 -15914.499999999998 12.500000000000002 0.672388633251922 25152.750000000004 675191.25000000012 0.052440378849444781 0.020067114093959736 -4070.4999999999995 -2577.4999999999995 5.5000000000000009 0.025526899034464375 0.93774224806201556 27.500000000000004 12.500000000000002 1.0000000180025095e-35 1.8749904514379179 4.5000000000000009 -7027.4999999999991 -17343.499999999996 0.18677985531999461 59008.988571428585 0.87426097566636829 0.011111034686007918 1.5000000000000002 0.24120145190477632 0.62284482758620696 0.012202733661979439 -1420.4642857142856 -1320.4999999999998 369.89746655518394 -513.49999999999989 77332.500000000015 0.22915000000000005 15.500000000000002 16.341666666666672 -1120.9444444444441 -0.032441090792417519 0.60200173010141877 1.0264264993073444 0.011249054688960316 -1321.6458333333333 0.87238420453550491 7.7960301163586587 0.092137745936283391 80.500000000000014 0.29019336665476886 352320.75000000006 0.012088123708963396 0.39289705587790846 0.048809523809523817 -271.49999999999994 0.49786324786324793 42.500000000000007 0.15614217581420073 0.81648886379459806 0.17309364044727574 1.0441219594579583 4726.4170289642834 1.0109820512962051 268.50000000000006 -993.49999999999989 0.99332720330071655 7669.3518017815486 -4142.4999999999991 18308.042288973829 62389.687500000007 -0.01270955568179488 -1797.4999999999998 927.04439353099735 1.0506755268578349 0.94139115500214687 0.3286164051938848 0.22966846304033395 -0.005187948700040578 16.500000000000004 0.015476810745894911 0.64930280494658299 259437.21750000003 -6475.4999999999991 -1052.4999999999998 0.21257332118001968 -1260.4083333333331 0.20018959847256088 83520.64285714287 30127.500000000004 29210.368326923079 0.0032785673392936592 95.63333333333334 0.15532462315347409 -0.017474857158958908 76097.437500000015 7.0020533880903502 0.65829074934058651 9.5000000000000018 0.62926191398682685 0.43230832915684175 0.05277081592871067 -0.0391761977225542 -643.47222222222206 -0.008076058700680731 0.016868984326720241
decision_type=8 10 10 8 10 10 2 2 8 2 2 8 10 10 8 10 10 2 10 8 10 8 8 8 2 2 8 2 2 2 10 8 8 10 8 10 2 8 10 10 10 10 10 8 10 10 2 8 8 2 10 10 2 10 10 10 10 2 8 10 10 10 10 2 8 2 8 2 8 10 8 10 2 2 2 10 2 2 8 10 10 10 8 2 10 2 8 8 2 2 8 10 8 8 8 8 2 8 8 2 10 2 8 2 10 2 8 2 8 2 2
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Tree=59
num_leaves=112
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split_gain=426.475 134.649 82.1393 64.8511 56.3821 55.0176 41.0378 40.5381 39.6592 36.867 31.2726 30.8318 30.4787 29.9837 29.8796 29.4872 26.9272 26.9146 25.1909 23.8868 27.7287 23.7152 23.3422 25.869 22.888 22.7778 22.2795 21.3858 24.0607 19.4751 19.4661 19.2576 18.7996 18.6366 21.9101 20.4235 18.5597 18.0861 17.9494 17.236 16.9337 16.7127 19.5428 16.689 16.21 16.0704 15.1384 15.0543 14.7164 14.6792 14.428 14.364 14.3284 14.3163 14.2047 14.1435 14.6471 20.8774 14.0581 15.3416 13.9027 13.8013 13.7049 13.5461 13.5274 13.2459 13.1844 13.1802 13.1069 12.8547 12.7742 12.6525 12.6512 12.9384 12.341 12.0783 12.0631 11.9717 15.555 11.8361 11.7404 13.7838 14.3139 11.7395 11.6836 11.6376 11.5627 11.5433 14.4655 11.5423 13.5932 11.4748 11.4035 11.3441 11.1312 16.7853 15.2467 11.127 11.1192 12.7834 11.0419 12.6262 11.036 10.8408 10.8266 10.7633 10.7016 11.1651 10.562 10.392 10.3672
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decision_type=10 10 2 10 10 8 10 2 10 10 8 10 8 10 8 2 10 8 10 2 2 2 8 10 10 2 8 8 2 10 8 10 2 2 10 8 10 2 10 2 2 10 8 8 2 10 8 2 10 2 10 2 10 8 10 10 10 10 10 2 2 10 8 8 8 8 2 10 8 2 2 10 8 10 10 2 8 10 2 10 10 2 2 8 8 2 10 2 10 10 10 10 8 10 10 10 8 8 10 8 2 10 10 8 10 2 10 8 2 2 10
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right_child=3 2 4 16 7 9 13 24 109 27 39 60 44 17 41 33 61 55 91 20 104 29 23 76 37 52 -28 31 38 47 89 80 46 50 45 51 -38 62 58 71 43 -43 63 -45 64 -47 -48 108 -50 53 -52 -53 69 -55 -56 68 79 -59 59 -61 98 105 -64 66 -66 94 -68 -69 75 -71 102 -73 73 -75 -76 -77 -78 -79 -80 -81 87 82 -84 -85 -86 -87 -88 -89 -90 -91 -92 -93 -94 -95 95 -97 -98 -99 -100 -101 101 -103 -104 -105 -106 -107 107 -109 -110 -111 -112
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leaf_count=109 362 228 2797 5632 1539 1379 3325 322 403 267 4105 2066 626 1180 94 169 4763 661 525 1556 965 540 4403 2459 1806 220 7466 216 1093 1214 8979 2159 3517 105 357 2024 3949 3115 208 2780 166 141 1259 160 385 300 1350 781 4186 172 1297 5869 974 2675 1333 538 2791 1432 1549 962 313 1014 430 158 544 2850 2395 192 559 319 443 426 2023 986 501 1002 234 224 115 1015 628 305 134 639 7542 414 553 2460 962 1046 2885 302 12184 1063 187 826 805 13121 278 313 597 526 933 571 4144 1761 704 439 532 19835 148
internal_value=0 0.00272462 -9.25655e-05 -0.00583888 0.00157783 0.00520371 0.00248776 0.00446742 -0.00776482 0.00718979 -0.00123468 0.0064317 0.00935114 0.00110963 0.00999975 -0.00616499 -0.0017811 0.00366656 -0.00352882 6.53869e-05 0.00219904 0.0055241 0.00796062 0.0091277 -0.00154252 0.00442693 -0.00552244 0.00492222 0.00735419 0.00801356 -0.00447144 0.00222831 -0.00209184 -0.00446002 -0.00237554 0.000849593 0.0110827 -0.00405678 0.00927932 0.00261561 -0.000159282 0.0121031 0.0114454 0.0154179 0.00618874 -0.00611542 0.000420499 0.0133789 -0.00279738 0.0149643 -0.00746374 -0.000595733 0.00939915 0.0157034 0.00117885 0.00196942 0.00010012 0.00474423 0.0126482 0.0138639 -0.00133738 -0.00717667 -0.000315226 0.00814325 0.0115013 7.32281e-06 0.0107048 0.019426 0.0064381 0.0117293 0.000124714 0.00729843 0.00300981 -4.52759e-05 0.0150741 0.00291173 0.00212239 0.01679 0.0211272 -0.00246837 0.00148852 0.00446909 0.0132566 0.00881767 -0.00718465 0.023682 0.00820762 -0.00104732 -0.00560641 -0.00593944 -0.00677587 0.00824427 -0.00866378 0.00222143 -0.00202956 0.00272561 0.00941618 -0.0103865 0.00677149 0.0121272 -0.00141347 0.00532267 -0.00272309 0.00497399 -0.0034028 -0.00145721 0.00514405 0.00896424 0.00557664 -0.012298 -0.00540515
internal_weight=0 9958.64 4665.34 4296.99 3572.44 5293.3 2244.01 1759.58 2908.62 3049.29 1812.87 1325.69 366.921 1877.09 1348.69 2164.89 1388.37 1042.9 1136.45 1040.71 752.396 472.222 1107.52 982.783 433.888 376.863 1092.89 1700.6 885.936 379.355 1057.14 814.669 834.188 1554.68 926.868 501.251 764.445 353.364 697.705 676.416 429.947 971.824 951.131 24.8014 310.676 425.617 543.695 176.117 652.944 445.751 627.815 462.496 204.654 432.087 165.3 867.467 617.819 217.419 374.724 347.227 218.167 347.661 235.269 505.38 145.376 392.832 339.33 92.0014 249.648 176.599 188.231 246.469 203.238 162.606 38.7551 180.287 218.338 87.0074 65.5366 400.4 789.17 359.762 65.5517 80.5239 404.296 56.2448 72.9788 429.408 165.397 859.643 779.943 79.3075 558.531 445.916 319.854 138.721 76.3717 610.208 66.7701 47.2506 405.146 89.1995 155.569 151.55 280.174 138.216 322.981 168.356 84.1152 743.731 288.311
internal_count=200583 109692 64261 90891 47160 45431 22183 21866 64640 23248 25294 15554 3750 18433 9786 44402 26251 9178 16534 18713 12933 7824 12584 11045 6312 2892 17101 13462 6598 6268 15707 6864 9255 30919 17333 9134 8352 5351 4955 8760 5554 6894 6753 326 3227 8199 5930 2719 9635 2941 13586 8464 1513 2847 1959 7998 5899 2093 2719 2511 2970 7538 3545 3812 1268 5449 2553 1406 2099 1293 1643 3206 3549 3009 670 1561 2693 724 500 3806 6648 2598 439 961 7899 523 781 4050 1590 12910 11864 827 12289 4580 4668 1818 992 13483 904 626 5228 1123 1376 2595 5109 2775 2236 1143 1313 20238 5780
is_linear=0
shrinkage=0.0227381


Tree=60
num_leaves=112
num_cat=0
split_feature=130 130 130 123 41 188 125 191 189 10 39 195 180 122 123 123 187 120 120 156 122 131 179 142 189 122 196 223 188 170 190 15 198 95 184 195 81 154 18 195 166 191 125 185 92 179 93 196 35 8 199 39 122 15 209 142 191 199 122 222 195 189 196 178 180 133 179 17 188 127 180 15 223 191 227 135 40 223 174 154 41 18 15 186 182 222 223 187 136 177 211 135 38 227 179 230 136 178 195 180 233 181 185 195 79 229 144 213 195 178 121
split_gain=548.816 110.587 66.2066 55.8607 47.7083 47.5151 46.4168 45.339 42.7207 38.4838 36.3705 31.6962 29.38 27.9381 25.5208 24.965 24.3562 23.6043 22.9246 25.5646 25.1423 21.7113 21.5024 21.3262 21.0204 20.294 20.0617 18.783 18.5707 18.5438 18.5308 18.461 18.3459 20.3442 18.1641 20.2353 17.7109 17.4154 17.3343 16.9783 15.9696 15.8572 16.3961 15.7226 15.5328 15.1795 15.1264 15.0524 14.8784 14.8727 14.7965 14.5316 17.8249 15.541 14.4345 14.3516 14.0549 14.0471 13.6739 13.3808 13.1502 12.9797 12.8544 12.849 12.7916 12.6122 12.3492 12.3462 13.9492 12.329 11.6301 11.4936 12.0033 11.3696 11.3191 11.3167 11.3447 11.2947 11.2774 11.0986 10.9858 10.9154 10.7013 10.627 10.5778 10.5441 12.4181 10.4869 10.3948 10.3121 10.2811 10.2449 10.1835 10.1577 16.4314 10.3347 10.0811 10.0267 9.80069 11.3757 10.4086 9.7753 9.69107 9.58628 9.56035 9.49355 9.45086 9.37069 9.34319 9.30689 10.7419
threshold=0.51238362827707518 0.38777270558680038 0.68010218405719336 0.79113646691588324 0.34334193972332122 0.94139115500214687 6.5831622176591384 45.500000000000007 0.17669683257918556 6.5000000000000009 0.87101417191189479 11.669398907103828 3436.8975000000005 0.080648755211218032 0.87320936753784273 0.91985926794915673 2.1744565217391307 2.2499805557373098 2.2499805557373098 429075.00000000006 0.06706567017441438 0.025184423117283205 0.99999202739239712 -837.97916666666663 0.1213537241574625 0.046521784670487676 0.18599875423053716 -0.029081934131681916 0.93360881542699736 24.26136363636364 16.500000000000004 -9921.4999999999982 0.090828089094485226 1.0000000180025095e-35 32349.375000000004 24.005494505494507 0.046450000000000005 526848.75000000012 -242.49999999999997 22.948496905393458 5.5000000000000009 5.5000000000000009 4.072553045859002 2123.6841176470593 1.0000000180025095e-35 1.0276843920232051 -853.49999999999989 0.36925068057683968 1.0000000180025095e-35 451282.50000000006 90039.203214285735 0.22957933835738317 0.044565154301972096 -10074.499999999998 0.02341041807085276 -1040.9705882352939 25.500000000000004 32006.908593750002 0.029339830295171104 -0.0011571302893571553 15.005434782608697 0.60996279454319979 0.61155378518963011 0.3246621621621622 7469.5950000000003 0.13879563066593187 0.82986134764332109 -2525.4999999999995 0.58350340136054435 6885.970966788128 9643.4156250000015 -14958.499999999998 -0.011491137556731699 7.5000000000000009 0.016103592701256279 0.29233209275186084 0.41760586933972149 -0.016220589168369767 7.5000000000000009 224997.75000000003 0.12972141596514833 -4184.4999999999991 -21844.499999999996 4780.6200000000008 -1021.8730158730158 -0.017095259390771386 -0.0088622444309294206 14.89309523809524 0.73395891455000495 0.72902097902097907 0.013548064511269333 0.057790837749174102 38.500000000000007 0.016782589256763462 0.9999941415973258 -0.0063519848044961682 0.37742117555078286 0.41277890466531447 29.709005376344091 8393.6081250000007 -0.0069892820902168742 653234.40000000014 1143.7230681818185 16.00340136054422 0.066550000000000012 -0.01971543580293655 -616.49999999999989 -0.0083717550151050073 9.8899889988998932 0.30901856763925734 0.30183501098970394
decision_type=10 8 8 8 8 8 2 10 10 2 8 8 8 10 10 10 8 2 2 8 10 10 10 8 8 10 10 2 8 10 8 2 8 2 8 10 10 10 2 10 10 8 2 10 8 10 10 8 2 8 10 10 10 2 2 8 10 8 10 2 10 10 8 10 10 10 10 2 10 2 10 2 2 10 2 10 8 2 10 10 8 2 2 10 10 2 2 10 10 10 2 8 2 2 10 2 10 10 8 8 2 10 8 8 10 2 8 2 8 10 10
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internal_count=201102 91948 109154 84422 50630 25048 41318 32013 17864 12757 29319 59374 14149 10296 43787 10134 42079 2784 12993 21311 9642 19023 20776 5107 10422 7655 6622 7621 7596 39295 23171 4597 9305 8094 6123 3769 11698 15808 15312 13639 15406 4922 7176 15147 11650 4028 2538 1447 3497 24732 2938 3092 1657 15587 2436 1091 3859 847 9944 5629 1546 2623 3953 11473 3031 1673 840 2767 828 2571 1580 4755 1653 1211 1272 16124 1592 4753 5699 4693 828 1156 5089 1706 4240 3678 2009 1448 2016 1075 1404 4049 2346 8884 10484 1216 3865 716 713 1708 535 407 1435 1844 3223 1361 9268 3012 2015 1018 3647
is_linear=0
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Tree=62
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threshold=0.5170059093244922 0.37499446024917371 1.5000000000000002 0.91068809454588318 2.5000000000000004 0.98464864014261633 0.21240601503759401 198922.50000000003 -1927.4999999999998 425.78529262672811 1.0000000180025095e-35 -625.49999999999989 0.29642401021711368 0.90491259795057277 1.0000000180025095e-35 24.502100840336137 16.500000000000004 0.23044698927841062 4312.0275000000011 0.097321491605637189 3976.6331250000007 1.5638554469248629 1.0013974840398123 1.0000000180025095e-35 27.535934291581111 7528.0500000000011 0.030663287267088894 5070.0677878557408 -2720.4999999999995 55.500000000000007 49.701574264202613 28.113620807665985 0.96313285762827061 19.235624586913421 169240.50000000003 0.11233146114269953 0.21631820004591459 25.500000000000004 0.19831460260420827 26.654346338124576 0.27015100081260807 872.16268965517247 0.078461538461538485 0.04115468034671118 17.500000000000004 28.560661764705888 0.13295000000000004 0.0068096180912107238 1473.3781975685094 3.5000000000000004 0.66790000000000005 -428.49999999999994 0.14869244975296356 -1883.4999999999998 -2786.4999999999995 675191.25000000012 9923.3627355752196 0.01467521069571376 0.35750299698826826 0.1537483750640071 930583.2271875001 2.2394079434524579 43.500000000000007 4.5000000000000009 -2464.4999999999995 -1122.4722222222219 10.118606138107419 18308.042288973829 -155.49999999999997 0.98335000000000006 9.7788888888888916 0.1526806526806527 26740.923750000005 -1947.4999999999998 -1932.8285714285712 0.22832046176111304 -0.012167443521320818 1305.8180082752617 0.33280103482698314 -0.0054185809567570678 5350.5812759292376 -0.010764417704194782 1.0300101316462575 -0.0041584470309317103 0.033116910606622703 1.0000000180025095e-35 0.50049857077826765 0.45457666052945517 0.079919224166597122 0.4164578691807273 -1561.4999999999998 0.58814787084278397 0.53897673984701033 27.241657397107904 11.500000000000002 8.5000000000000018 0.060120481927710849 0.0034516049781814222 1.5000000000000002 0.070828878106123608 0.98385000000000011 -0.015258127357810734 13736.362500000001 0.91184090216397451 0.013706510420888664 0.14796062003859209 216228.53500000003 -0.013929049484431742 0.0032464507967233662 1.0000000180025095e-35 694.22225316455695
decision_type=10 8 2 8 2 10 8 8 10 10 2 10 10 10 2 10 10 8 8 10 8 2 10 2 2 8 2 2 10 2 2 2 10 10 8 10 10 8 10 2 10 10 10 8 8 10 10 2 10 10 10 8 10 8 2 8 2 2 10 10 10 10 10 8 2 8 10 2 10 10 8 10 8 10 10 10 2 10 8 2 2 2 10 2 2 2 8 10 8 8 8 10 10 10 10 8 10 2 2 8 8 2 10 10 2 10 10 2 2 2 10
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is_linear=0
shrinkage=0.0227381


Tree=63
num_leaves=112
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decision_type=10 10 10 10 10 8 10 10 2 10 10 8 8 8 10 10 10 2 10 8 8 10 10 2 2 2 2 10 2 10 2 10 10 8 8 10 10 8 2 10 8 10 2 8 2 8 2 2 10 2 2 2 8 10 10 2 2 10 2 10 8 2 8 10 10 10 10 10 10 8 2 10 2 8 8 8 2 2 2 2 10 10 8 2 8 10 2 2 10 2 2 10 10 2 10 10 2 10 2 2 2 2 8 8 2 8 10 10 8 8 8
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leaf_count=1030 2282 3776 3618 187 247 14868 11275 137 546 966 237 213 242 2977 400 100 1685 1094 592 112 1137 861 359 302 237 1857 389 466 12506 1580 415 2478 12069 818 447 2085 10894 1196 687 1548 4191 1570 1505 1462 719 1245 2361 1936 2078 362 1865 2816 7560 457 849 3538 349 176 214 505 1613 479 1296 1205 330 257 351 828 400 1438 174 760 215 82 326 1405 905 366 335 81 116 1151 6248 307 2197 524 3903 4738 394 1756 421 1182 612 2432 657 123 136 166 210 116 540 355 3080 986 594 1877 678 9856 1932 6270 400
internal_value=0 -0.00474977 0.00373632 0.00274867 0.00430286 -0.00704127 -0.00166936 -0.000295612 0.00243558 -0.00479852 0.000231795 -0.000180888 0.00227718 0.00787948 -0.00632693 0.00877302 0.00755999 0.006308 0.00639476 0.0152558 0.00326909 0.00858445 0.0227666 0.0094978 0.00871579 0.0108373 -0.00215545 0.00236289 0.00183175 0.00329476 0.0020034 -0.00240264 -0.0100562 -0.00838041 0.0115575 0.0027893 -0.00700714 -0.00558583 0.00534167 -0.00300545 -0.00526956 -0.00023298 0.000242516 0.0028298 0.00565846 -0.00487849 0.00694986 0.00942056 0.00199386 0.00358809 0.00514072 0.015687 -0.00544608 -0.00357561 -0.00210762 0.000363496 0.015425 0.00980801 0.00558503 0.00157936 0.000934788 -0.00681058 -0.00385018 0.00362273 0.0110609 -0.00627766 0.00617769 -0.0035556 -0.00277818 -0.00150808 0.00991526 -0.0026502 0.00600032 0.0142207 0.0139481 0.0154638 0.00656243 0.0138513 0.00216598 0.0291979 0.00332715 -0.00320375 -0.00244881 0.00416707 -0.00195041 0.0145261 0.010684 -0.00177449 0.0109692 0.00191866 0.0049576 0.00132781 -0.00406163 -0.00681744 -0.00414296 0.0176242 0.00621886 0.0172181 0.0153921 0.0210694 0.0191796 0.00638179 -0.00665887 0.00215702 0.0128148 -0.0049571 0.00372571 -0.00784442 -0.00276382 -0.00717052 -0.00874571
internal_weight=0 6205.79 8069.82 6757.94 4412.82 3552.25 2653.55 2172.22 1082.28 2049.77 479.366 2345.12 2826.22 1586.6 1570.4 1311.88 1161.36 543.472 1288.92 59.3707 2396.06 338.384 42.8976 873.33 429.749 363.059 419.995 2057.68 1955.05 1391.34 166.009 1342.53 1502.48 1076.95 102.625 1002.59 1488.92 538.677 1166.56 1089.94 639.09 803.855 450.85 325.785 243.564 451.303 851.033 497.782 944.802 709.805 585.365 209.692 1068.55 124.44 594.319 393.38 122.358 231.888 81.4811 288.029 315.529 546.453 332.535 90.1596 730.057 405.06 47.78 393.116 234.997 538.809 670.288 501.741 66.4592 26.879 297.681 267.161 120.95 57.7898 79.6266 35.0785 353.251 430.157 506.48 100.696 349.804 172.375 630.891 563.709 58.1239 353.477 209.537 158.091 435.282 490.897 405.784 223.765 53.7399 150.517 46.1164 32.3667 133.904 125.336 242.376 96.8617 85.4731 390.773 153.368 566.804 113.723 388.422 518.996
internal_count=201476 125936 75540 66805 41677 76185 49751 38476 18933 40658 8061 25128 28590 13087 32597 8735 7929 8751 10986 789 23821 2947 552 5739 6682 5588 7272 20874 19961 14086 1562 14925 35527 23458 913 10203 31263 6069 10045 19543 11799 8856 7744 5462 4000 8590 7390 4297 9650 7029 5875 3053 20369 1154 6865 4387 941 2254 1334 2190 2655 10251 6060 1684 4709 7772 564 6801 2621 10182 4379 9147 975 471 2101 1854 1147 553 697 440 3093 4769 9636 1745 5973 1385 4077 5875 934 3621 1991 2687 8172 5505 7891 1528 536 806 720 510 706 1042 4376 1643 1313 4309 2535 11222 2069 7515 10256
is_linear=0
shrinkage=0.0227381


Tree=64
num_leaves=112
num_cat=0
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split_gain=443.475 96.8048 77.746 49.343 46.3378 45.9579 42.8354 39.4937 38.4781 34.6381 37.1569 32.7034 29.9697 27.2214 26.4493 26.3895 27.57 23.935 22.36 22.1014 21.7365 20.8775 20.5786 19.3789 19.3573 19.197 17.9105 17.7418 17.6032 17.6013 17.5701 19.3976 17.3375 17.0112 17.7582 16.9804 16.9169 16.8728 17.3618 16.2958 16.0807 26.0994 17.2497 17.3116 16.1824 16.0614 15.9674 15.4114 20.2519 15.1408 15.1377 18.6603 14.581 16.2515 14.566 14.3716 14.2932 16.2514 14.2472 14.1631 14.1618 13.694 13.6916 13.6547 13.6245 13.4417 13.4159 13.3601 13.3521 13.2767 13.2715 13.2406 13.1799 12.8457 12.7758 12.7603 13.6834 13.6116 14.9098 12.708 12.2522 11.9939 11.923 11.8166 11.7156 12.6758 11.6972 11.8293 11.579 11.5348 11.483 11.302 11.2859 11.2771 11.2518 11.2514 11.0616 10.9229 14.1561 10.7795 10.7774 10.7119 10.6135 10.5926 10.5735 10.5479 10.3177 12.0748 10.3067 11.2187 10.2663
threshold=0.46638142126417259 0.90758420489236902 0.86325858229095509 0.86325816545756684 19.765331664580732 27.567874692874696 6.3969883641341552 0.39009661835748799 1.0000000180025095e-35 0.24652107604594087 0.4714470814668314 1.0000000180025095e-35 16.500000000000004 253.47863154470991 0.051209207459207463 0.067800000000000013 -16786.499999999996 0.033346493709996476 0.13647450110864748 0.30650587119427458 1.0013974840398123 -9870.4999999999982 1.5000000000000002 117006.75000000001 -0.066675771027803407 1.0000000180025095e-35 55014.750000000007 -4256.4999999999991 0.032389194859690544 463527.00000000006 0.037169540300965316 -0.02957678027451038 -2248.4999999999995 10361.414787391024 675191.25000000012 16.500000000000004 0.99999788370313392 0.016868984326720241 9.5000000000000018 3.5000000000000004 40575.000000000007 0.24552878354483898 0.92888748419721889 -0.060702009126543992 0.0097741018980741518 0.4431524547803618 26.500000000000004 17.500000000000004 12257.527500000002 1.5000000000000002 16.500000000000004 0.21525096525096529 16174.370364009015 1089735.7500000002 -0.022076220251619812 -1183.9444444444441 -0.0066545887384563676 -0.038236502557992928 0.013308162800967695 -94.499999999999986 1.0000000180025095e-35 451282.50000000006 0.45928340917026383 3.5000000000000004 0.73140000000000016 428.26372268728301 -0.0012345730210654435 0.47641299510458396 0.99999893823093178 343.40061615187011 -164.49999999999997 -424.49999999999994 9.4033672891907205 -0.0090468130074441416 0.48533711730306162 -0.030185165815055367 0.85353151453589871 0.029550000000000003 5.5000000000000009 23190.945000000003 0.13237895071506503 566.50000000000011 0.58477011494252884 0.019394999999999954 -0.0090166833251714689 -1612.4999999999998 -0.0093688373453915102 -164.49999999999997 0.011530766263604166 -1347.1339285714282 -13895.499999999998 -0.0085232481360435468 0.966899301334886 -8978.4999999999982 1.0551450599254075 0.23208206388391875 -381.49999999999994 0.16904761904761909 inf 0.72460000000000002 -349.49999999999994 -407.1240601503759 0.049050000000000003 0.57884827077371415 0.21031135053996272 -916.49999999999989 0.055550000000000009 6.5000000000000009 -0.011305681895464657 3.5000000000000004 6676.2948214285725
decision_type=10 8 8 10 10 10 2 10 2 8 8 2 8 10 10 10 2 10 10 8 10 2 10 10 2 2 8 2 10 2 2 2 2 2 8 8 8 2 10 2 10 10 10 2 2 10 10 10 10 2 8 10 2 8 2 8 2 2 2 10 2 10 10 10 10 10 2 10 8 10 10 10 8 2 10 2 10 8 2 10 2 8 8 2 2 10 2 10 2 10 2 2 10 2 8 8 10 10 8 10 10 10 10 10 2 8 8 2 2 2 8
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Tree=66
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is_linear=0
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Tree=67
num_leaves=112
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split_gain=389.001 73.7462 83.3389 73.9867 71.2007 59.5377 56.044 49.9037 52.5637 66.0961 44.9865 40.6919 38.322 33.8694 33.2466 31.6523 29.1093 25.127 24.865 22.5251 21.7497 23.7572 21.2837 20.6697 19.1228 20.4015 18.6608 18.631 19.0928 21.7057 18.215 17.5663 16.5216 16.3877 16.0188 15.8578 17.934 15.768 15.5855 15.8299 15.5437 15.4528 15.0847 16.1779 14.959 14.7812 14.7729 14.7089 16.7843 14.5857 14.3756 14.2859 14.063 14.325 13.8225 13.7912 13.766 13.5769 13.259 13.1376 12.9236 12.8951 12.8135 12.7853 12.6851 12.5045 16.6282 15.4032 14.8775 12.4019 12.2528 12.2364 12.0729 12.1311 12.0062 11.9649 11.6374 11.601 11.4533 11.3967 11.3481 11.2702 11.0203 10.8761 10.7245 10.6716 10.4656 10.3794 9.9585 9.90133 9.8723 9.85712 9.70448 9.67575 9.67035 13.0727 10.5104 10.0565 9.61421 9.60425 9.29073 9.26151 9.63475 9.25235 16.8049 11.9996 10.5487 9.16537 9.16393 9.12744 9.02632
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decision_type=10 8 8 8 2 10 10 10 2 10 2 10 10 8 2 2 10 8 8 10 10 10 10 10 8 10 2 2 10 8 10 2 10 10 10 8 10 2 8 8 10 2 2 8 8 10 10 8 10 2 10 2 8 8 2 2 10 10 10 10 8 2 10 8 8 2 8 10 10 8 10 10 10 2 2 10 2 10 2 2 10 8 10 10 8 2 2 8 2 8 2 2 2 2 2 8 2 8 10 8 10 2 2 2 2 2 10 2 10 8 2
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leaf_count=1163 15140 937 730 1225 812 369 106 503 852 630 1876 92 5314 1229 4277 1358 342 1914 8343 6963 4143 172 1020 410 631 556 2745 3725 203 5971 162 5510 97 10658 1527 1050 119 3635 4792 6131 188 434 1391 837 2878 1104 450 7413 473 227 334 1736 8672 367 1248 4219 302 993 221 559 434 361 2513 1702 114 833 624 152 152 1733 1343 7036 4344 2049 443 272 92 951 832 388 3136 323 115 1242 2709 170 539 445 551 869 512 332 163 115 518 121 102 161 4075 274 339 111 154 10325 2272 197 732 848 481 336 512
internal_value=0 0.0031648 0.0037868 0.00305213 -0.00459739 0.00546952 0.00259234 -0.00308717 -0.00208327 0.000840025 0.00425338 -0.00374412 0.000907076 -0.00473103 0.00871228 0.00857147 0.0110601 0.00152784 -0.00699399 -3.40494e-05 -0.00106246 0.000427283 0.00591024 -0.00445159 0.0116082 0.0151431 0.00723611 0.0034671 0.00426667 0.00462833 0.0124041 -0.00917371 0.0105158 -0.0104368 0.00976688 -0.000521053 0.00803897 0.00115533 -0.00035478 0.00157754 -0.00510819 0.0151554 -0.00379169 0.00140719 -0.00649963 0.000965678 0.0130947 -0.000619755 -0.00194423 0.0102065 0.00641097 0.00641028 -0.00196347 0.00557499 0.00474437 0.0140834 -0.00349271 -0.000235591 0.00839213 -0.00542855 -0.00244379 0.0185215 -0.00321645 0.00271248 0.00341275 0.00585267 0.00907644 -3.56281e-05 0.0146079 0.00483183 0.00796482 -0.00932881 -0.0077986 -0.00342256 0.00148191 -0.00180549 0.019076 -0.0061367 0.00368872 -0.00354554 -0.00979987 0.00923188 0.0177289 -0.0120005 -0.00344856 0.000448091 -2.01604e-05 0.00378415 -0.000862467 0.014012 0.0203066 0.0140276 0.00973117 0.00182425 0.0209457 0.0137649 0.0261098 0.0021355 -0.00636947 0.0143125 0.00815066 0.017607 0.0200713 -0.00948398 -0.00368545 0.00969755 -0.0111056 0.00737788 0.0134733 0.00748801 0.0175577
internal_weight=0 8835.62 8109.44 7376.55 5353.04 3461.85 1804.18 4035.64 3498.06 1665.32 1059.68 726.186 3914.7 1832.75 549.82 1657.67 732.889 1694.48 1188.31 1290.31 2215.36 1544.13 991.251 671.231 430.418 275.886 854.054 1699.34 1527.22 1501.27 666.418 1317.4 103.39 563.286 541.27 644.434 87.2604 1119.76 1440.74 862.318 605.64 401.056 625.028 195.357 682.501 412.554 645.147 509.857 460.567 49.29 404.173 1049.36 557.173 97.0928 155.895 594.745 172.124 218.774 143.257 636.228 287.038 257.799 578.417 312.784 311.699 331.833 211.425 120.408 114.994 154.532 356.623 395.463 386.866 187.509 273.091 119.402 35.0327 429.671 226.225 407.982 313.632 52.5843 109.699 482.332 166.343 451.911 144.017 108.224 80.9535 89.3866 95.3691 43.9378 19.5821 96.4314 209.576 100.854 108.722 36.5953 588.089 38.6084 42.0491 99.8293 86.7226 537.577 123.634 28.7436 413.943 144.645 61.3277 55.943 40.9843
internal_count=200625 86309 78048 72044 114316 29637 16085 82979 68950 30596 18799 8261 42407 38354 9345 13552 6004 15352 26450 12512 29075 19888 8352 9187 7197 4833 6994 13332 11805 11602 5200 31337 1138 13680 4272 11904 1483 10598 18750 10923 11797 3185 12770 3476 16197 4188 5038 9454 8597 857 2840 7707 10421 1749 2639 4588 1527 4053 1192 8777 6283 1993 7827 2722 3084 2819 1834 985 1041 2364 2506 9914 7744 3400 2718 2148 313 9294 2275 7801 4073 796 733 11900 3060 3895 2588 879 1780 966 618 699 351 793 1632 800 832 282 8218 366 773 889 778 14029 2972 700 11057 1443 595 451 631
is_linear=0
shrinkage=0.0227381


Tree=68
num_leaves=112
num_cat=0
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split_gain=410.06 77.8989 77.4204 53.5272 43.2347 38.0469 36.0368 40.3429 34.6237 33.3337 32.6394 28.2801 28.6127 27.1346 30.9025 25.1052 24.5232 23.7415 22.4155 22.4248 22.0378 31.4851 21.8401 20.8982 18.7374 18.2197 17.9683 17.8283 17.7415 17.1354 17.0814 16.8858 16.8548 16.5323 16.2826 24.9476 16.2436 16.6611 16.5599 16.0476 15.8441 15.8247 15.4488 24.6811 15.4199 15.3171 15.2906 15.1288 15.1214 15.0272 14.8608 14.4981 14.2363 14.0347 14.0175 14.0125 13.9397 13.8379 13.7499 13.5159 13.4191 13.3307 13.0087 12.7052 12.6855 12.4618 12.3942 13.4154 12.3552 12.2953 12.2111 16.8933 12.9669 12.1338 12.0237 11.9782 11.9081 14.6037 11.8705 11.6943 12.9805 11.6672 11.5253 11.8274 12.092 11.4097 11.3963 11.3683 11.3201 11.2649 11.6788 11.1946 11.1338 11.0967 10.6419 12.4484 10.6994 10.4434 10.2885 10.6871 15.0482 10.2746 13.7584 10.2711 10.1764 10.1517 10.0857 10.0309 12.8491 10.0265 10.0126
threshold=0.50442535588736404 1.5000000000000002 0.35816156844652519 0.87827107664737547 0.90991088939358755 0.93199241823269008 25395.750000000004 0.046614958239326425 38.246406570841891 26210.250000000004 0.16015037083781816 0.7163316205458331 5.646087398373985 0.11446769790718837 9.5000000000000018 0.024887000000000003 67346.678571428594 0.072954683698296843 0.91068809454588318 9862.2000000000025 3.5000000000000004 0.90991497179253422 1.0000000180025095e-35 0.0066331741400063047 9.2607802874743346 17.500000000000004 224439.75000000003 1.5000000000000002 0.23470221081125317 0.19645961904334677 -605.49999999999989 -0.0018248896230943499 -1046.4494949494947 0.086281132924468956 5560.3298511338899 0.046521784670487676 0.096025177543532722 3.2057449147883457 32.500000000000007 25.500000000000004 0.22874354561101551 0.048273256214309349 0.092722347604156083 0.066429216880350972 0.11047206835072129 0.91913045682018246 0.58477011494252884 0.07280589267611505 0.052350000000000008 0.88396585448859877 0.78174603174603186 0.028414477869830621 932204.37500000012 -0.046710751950740807 177.39334823698687 0.85307609282245023 0.044543650793650802 0.26575311909471833 1.0000000180025095e-35 44.500000000000007 1.0593275375020064 -739.49999999999989 0.009546642657369377 0.12710000000000002 0.039124270425785111 -2070.4999999999995 0.0062183649279177198 0.58957219251336912 -333.49999999999994 -2528.4999999999995 8.5000000000000018 -1958.4999999999998 0.032256090733090992 0.35373906170826236 0.46273738690170901 0.052550000000000006 0.006992713597399852 1.0161409246177631 0.90758420489236902 -776.77499999999986 -1517.6201923076922 0.050950000000000002 -2536.4999999999995 -0.082807336002588258 0.92332190102890754 0.01678135804831982 379.59386921900369 0.0099286720759735377 0.96441236068895653 0.036285575479269035 0.045334974622049974 325.50000000000006 3.9601587301587307 -0.0045618636067956677 0.0053182153496891269 13.500000000000002 0.26912175378009373 3.5000000000000004 0.018050000000000004 0.011976477337923123 -0.0045197228901088229 18.500000000000004 1.0000000180025095e-35 5.5000000000000009 0.0089812401128190628 -1089.4999999999998 0.52355803822773928 -0.0035713536199182268 0.078947903186499968 8.5000000000000018 138399.75000000003
decision_type=10 2 8 10 8 8 10 8 2 10 10 10 10 10 8 2 10 10 8 10 10 8 2 2 2 10 10 2 10 8 2 2 10 10 2 10 10 8 8 8 10 10 8 10 8 10 8 2 10 10 8 10 10 2 10 8 8 8 10 2 8 10 2 10 10 8 2 8 10 2 8 8 10 8 2 10 8 10 10 8 8 10 8 2 8 2 8 10 8 2 10 8 8 2 2 2 2 8 10 10 2 8 8 2 10 10 2 2 10 2 10
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internal_weight=0 10603.9 7723.03 4476.35 3060.89 3582.67 3111.54 2682.86 3246.69 1416.69 1644.2 1415.46 929.739 2880.84 1345.71 337.617 2345.24 2001.53 428.685 164.33 1577.44 1114.55 678.873 505.892 1411.02 1812.61 1227.58 1673.19 2132.13 1575.17 1462.14 971.291 781.048 1171.34 343.708 114.457 435.682 360.039 569.7 77.5578 1333.46 1351.08 172.982 395.486 487.676 1068.23 904.668 683.664 1337.2 128.228 150.712 714.459 394.244 124.008 77.6695 244.116 264.355 509.594 336.467 71.6807 57.802 119.458 244.774 271.454 175.456 118.124 42.9892 256.293 82.1283 37.9057 84.8639 52.0589 248.872 178.798 840.294 217.949 622.344 533.499 379.573 223.16 163.105 105.626 86.289 1208.98 651.452 32.8052 405.794 124.658 1303.11 279.047 1024.06 287.314 667.13 543.104 288.421 521.222 81.2411 152.668 70.9868 61.1495 198.909 117.963 36.1002 32.2122 183.799 161.13 47.3283 88.8456 129.032 153.926 216.066
internal_count=201011 115936 96837 53553 35137 85075 71245 63017 43284 15483 19654 18416 10260 19099 14428 6971 56046 49250 8228 2874 38567 13221 8394 6387 34281 12597 12847 11560 30063 10955 10283 9740 10459 15704 6796 1840 4827 4333 5927 1666 32615 19604 2007 4314 5835 6502 5651 9869 9549 846 1649 9394 4012 2042 1231 2712 5354 6672 4321 1116 852 1251 2665 3787 1915 1581 489 3107 908 541 877 524 5084 1876 5173 1455 3718 3139 2271 5131 3713 2364 1930 8703 9435 660 5195 1461 19044 4258 14786 4172 8800 6946 3126 7531 519 1741 1055 955 2572 2373 740 434 2580 1761 594 579 1640 868 4424
is_linear=0
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Tree=70
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split_gain=397.381 79.9353 62.4243 47.3533 43.992 42.4402 41.1867 38.4666 36.7815 37.3091 34.2833 33.1609 30.9208 26.8559 26.3635 25.8378 23.9271 23.8677 22.6394 21.5204 21.441 21.3705 21.1792 20.6052 19.2648 19.1012 19.0675 18.7915 18.7135 17.2022 16.9027 19.4971 22.1829 17.4766 16.7463 16.1707 19.7287 18.8892 16.1118 15.635 15.6329 15.43 15.3951 15.1356 19.3281 17.151 15.0606 14.6462 14.5027 14.4445 14.4031 14.3569 14.3515 14.2357 14.1921 13.8944 13.8412 16.4133 13.8062 13.6416 13.4653 13.4635 13.2924 13.291 13.069 12.9782 20.6698 14.7724 12.9404 12.8065 12.7823 16.7182 13.0879 12.1218 11.9486 11.8905 12.6897 11.8265 11.7932 11.5875 15.3663 11.5218 11.5114 11.243 11.1682 11.1421 10.9341 10.915 10.806 10.7776 10.7693 10.706 10.6584 10.6437 12.8268 10.64 10.6151 10.5679 10.4518 10.5024 10.41 10.3797 10.2887 10.1581 10.348 10.1036 10.0526 10.0387 10.0215 9.97404 9.95398
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is_linear=0
shrinkage=0.0227381


Tree=71
num_leaves=112
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split_gain=357.707 75.9143 65.5702 62.8278 49.6996 45.5866 40.8395 32.9515 32.3208 30.7697 28.5587 27.843 23.5221 35.6567 22.9435 28.7554 21.869 21.7177 20.9229 21.2694 20.4657 19.9281 25.0891 19.4751 18.8995 18.5926 18.1048 19.0245 18.3065 18.0286 17.5548 16.7915 16.8193 16.1952 16.1629 15.8508 15.8279 15.6587 15.1428 14.7032 14.6094 18.0905 14.4961 14.4951 13.8178 13.6695 13.3656 13.8468 13.135 15.6598 13.1188 13.7476 15.4659 13.0667 13.0493 13.0128 12.9241 14.6042 12.8371 12.8353 12.446 12.1582 12.1259 12.768 12.0758 13.7685 11.9076 11.7452 11.6755 11.4861 12.7113 11.406 17.3518 12.0543 11.322 11.2976 11.2265 11.1492 11.132 12.4668 11.0629 10.6822 10.6604 10.4614 10.3744 10.9786 11.6461 10.3701 14.6925 15.9917 11.1504 10.3489 10.1767 10.1748 12.5599 10.8207 10.1518 11.456 9.95416 9.87141 9.79499 9.74042 9.50346 9.42416 9.40116 12.8974 14.7134 16.1205 11.0457 9.35821 9.34382
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decision_type=8 2 10 2 2 10 10 8 8 10 8 10 8 10 8 10 8 2 8 10 2 2 10 8 10 10 10 10 10 10 10 2 2 8 10 10 10 10 8 10 10 10 10 10 2 2 10 2 8 10 8 2 2 8 8 2 8 8 2 2 10 2 10 2 10 2 10 10 2 10 10 10 2 10 10 10 8 10 2 10 8 10 10 10 10 8 8 2 2 8 10 8 10 10 2 2 8 8 2 2 10 10 10 2 8 8 8 2 8 2 10
left_child=1 6 4 9 5 10 7 11 14 18 23 46 13 34 15 26 35 -4 19 54 40 22 29 33 -17 -25 27 28 -5 -11 104 83 -33 -2 55 77 69 110 -29 42 41 -20 -15 66 -10 -34 47 -1 49 -35 -32 -52 -53 -45 100 -12 57 -49 -16 -54 -36 -43 87 -64 65 67 -31 -39 82 70 -6 -19 -73 99 78 -28 -42 92 103 -80 -58 -48 -37 -21 -9 -86 -87 88 89 -46 -90 -27 -13 94 -23 -95 -56 -98 -50 -74 -3 -77 -66 -18 -7 -106 108 -108 -107 -22 -8
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leaf_count=2269 677 239 548 7456 13025 906 120 2708 770 1224 12367 1175 2351 346 140 966 2799 21918 830 773 891 1510 2415 20944 560 117 5179 617 2115 1016 291 321 1526 290 3683 1158 3904 441 1230 342 93 2826 300 539 978 680 857 3783 1299 2264 299 207 98 686 1735 711 642 221 1709 1050 4666 279 523 190 481 353 2600 196 236 3961 192 1435 204 252 916 131 487 571 5530 2437 1772 881 210 194 181 525 381 2810 404 1568 216 275 596 406 244 193 303 1334 5477 293 883 501 353 7334 2163 810 354 106 1185 319 366
internal_value=0 0.00279792 -0.00477542 0.00446786 -0.003542 -0.00214365 0.000261715 -0.000464415 0.00206741 0.00689831 -0.00323719 0.000236413 -0.000872952 0.000100881 0.00344712 0.00412699 -0.00164612 -0.0103861 0.00880135 0.00632477 0.011511 0.00382914 0.00548964 -0.0055588 0.0125505 -0.00752294 0.00321295 0.00463145 0.00324064 0.00744138 0.00472279 0.0102096 0.0130078 -0.0017457 -0.00086336 0.00347567 -0.00808711 0.00813132 0.010252 0.0155822 0.00928174 0.00758068 0.0220959 0.00939307 -0.0022046 0.01498 0.00270229 0.00161342 -0.00297554 0.00314833 0.0120089 0.0148362 0.0184981 0.0151934 0.00313637 0.00122415 0.00303053 0.00507648 -0.00460139 0.0222515 -0.00428566 0.00960638 -0.00111178 0.00690335 0.00451637 0.00906243 0.00665797 0.0144134 0.00891775 -0.00949016 -0.0111317 -0.0109623 -0.00291915 0.0090176 -0.00289139 -0.000457961 0.0175124 -0.000818799 -0.00340115 -0.0010428 -0.000811318 0.00750178 0.0114731 0.00234476 -0.00763754 -0.00156833 -0.00504254 -0.00232055 0.000603116 -0.00203295 0.00993153 0.0100384 0.00241077 -0.00188409 -0.00462759 0.00550039 0.000581438 -0.00364604 -0.00543182 0.0162224 0.0083234 0.0088087 -0.00148464 -0.005239 0.0017829 -9.55121e-05 0.00413268 0.0158892 4.79379e-05 0.0182277 0.0158522
internal_weight=0 9260.92 4935.85 5580.16 4057.83 3112.8 3680.76 3377.23 2815.42 2764.74 2689.09 3084.21 1338.18 1218.61 2129.37 1967.37 1750.6 878.023 1696.67 901.445 795.222 1068.08 827.817 1350.91 181.869 886.107 1785.5 1286.23 1041.95 663.398 423.714 397.808 289.268 464.805 1154.8 339.372 945.026 303.527 244.278 63.8068 612.434 521.229 42.9714 518.629 686.049 254.33 1333.61 1096.36 433.098 123.291 114.187 99.4497 81.2877 153.638 503.637 720.71 836.994 544.345 161.999 69.2108 434.091 421.39 624.279 76.501 216.016 120.412 364.991 76.3839 145.603 767.634 569.911 857.463 89.0347 32.1182 1411.23 499.272 91.2049 193.769 1330.14 588.476 292.649 237.244 124.51 108.54 293.019 101.448 84.9602 547.779 293.253 233.885 59.3681 23.239 144.996 240.26 177.519 62.7412 343.839 153.984 309.807 23.0563 159.798 51.6101 95.6039 741.663 309.526 258.277 149.947 32.2565 117.69 182.788 87.5109
internal_count=201411 92101 109310 52609 84660 63578 39492 37182 28063 24546 56109 33387 24766 22415 20604 18755 22962 24650 13713 7988 5725 10833 8480 31343 1526 21336 17229 11418 9571 6065 7469 3494 2527 10007 21427 3946 21082 2310 1847 988 4515 3935 646 4841 7459 2206 10425 8687 9330 2554 1945 1654 1355 1225 4494 13078 6418 4004 1849 1148 8349 3105 6689 713 1824 990 3616 637 1604 17178 13217 24102 2184 749 19016 5811 580 2342 18100 7967 2414 1738 1368 967 3795 1087 906 5976 3166 2546 620 392 1771 2353 1754 599 3372 1637 6776 497 1122 632 834 10133 5524 4618 2455 460 1995 1210 486
is_linear=0
shrinkage=0.0227381


Tree=72
num_leaves=112
num_cat=0
split_feature=130 123 130 189 162 123 178 197 120 1 39 124 191 1 39 195 124 124 7 1 18 95 122 155 176 14 185 197 145 7 200 95 42 178 223 124 6 195 170 56 122 169 187 19 39 86 154 19 199 197 224 124 198 123 40 191 189 175 191 121 174 208 196 133 18 189 221 18 7 153 64 218 177 232 226 7 216 184 177 223 90 39 122 19 153 210 133 213 161 184 223 125 7 52 121 184 162 144 127 204 155 131 145 198 120 189 220 191 6 179 217
split_gain=323.193 78.8301 69.9785 63.3623 51.2651 50.4282 41.0978 37.3403 33.1858 37.7322 32.2249 31.5816 29.3883 29.311 29.6975 27.6867 26.1327 25.3111 23.855 22.795 26.7438 28.2134 24.3653 22.5298 22.7137 22.1171 22.945 21.5309 25.5269 21.3225 19.9484 19.5374 18.7654 19.5871 18.2008 18.1957 17.8828 17.6807 17.6531 16.911 16.1149 17.8234 16.0646 20.3349 15.7832 15.7804 15.5671 15.4416 17.9344 15.3484 14.9638 14.653 15.7553 14.4799 19.3722 14.0222 13.6596 13.5554 13.3638 16.1197 13.9756 13.318 13.0285 12.6769 12.5822 12.4981 12.2919 12.2771 12.2295 12.2178 12.207 12.1583 12.573 11.982 11.7941 11.7754 11.7585 12.233 11.7423 11.7417 11.5841 11.3632 14.0033 13.0767 11.2882 11.2299 11.4415 11.1742 12.3236 11.3029 11.0575 10.9036 10.7147 10.6518 10.6158 10.4797 10.4658 10.4488 10.413 11.242 10.2723 10.1806 10.1701 10.1089 9.9721 9.95553 9.93367 10.5687 12.3425 13.6116 9.86189
threshold=0.49805533324798107 0.79113704999583756 0.68010218405719336 0.17669683257918556 1.0173281001651706 0.87827107664737547 0.41042780748663105 1.0454518548360754 1.5638554469248629 1.0000000180025095e-35 0.18728486726404689 26.402464065708426 45.500000000000007 1.0000000180025095e-35 0.65019975931187191 22.301162790697678 41.60027378507872 56.521560574948673 29103.750000000004 1.0000000180025095e-35 -4266.4999999999991 1.0000000180025095e-35 0.042368706736687967 130004.82964285715 6.5000000000000009 0.031945000000000008 417.87100000000004 0.80609536600541964 637.80966335282199 17066.250000000004 33.500000000000007 1.0000000180025095e-35 0.085650000000000018 0.26201372997711675 -0.029081934131681916 44.088980150581797 450020.25000000006 23.692688499619198 37.023809523809533 0.047800000000000009 0.046890814320374806 0.034095262974573319 6.648751805240356 15.500000000000002 0.24310783351114737 0.070750000000000021 4074620.3325000005 23.500000000000004 113419.98435000003 0.94567789887439113 0.0037542241625487809 29.019849418206714 0.023350948358186564 0.86326013813802949 0.26580862190935883 15.500000000000002 0.60996279454319979 6.5000000000000009 20.500000000000004 0.19256424713711234 11.500000000000002 -0.00074822857277467836 0.85951243155697143 0.3070116740276525 -2948.4999999999995 0.095389748255990309 -0.0018422747962176798 -852.49999999999989 21921.750000000004 78990.750000000015 0.22915000000000005 0.010699950624257328 0.54006410256410264 0.0036708759143948559 -0.011144712101668118 21309.750000000004 -0.0045650938991457215 35505.375000000007 0.267948717948718 0.0037360857240855698 1.0000000180025095e-35 0.62550822863205469 0.058633239206378383 19.500000000000004 495035.61750000005 -0.0026366807287558909 0.12304007097728543 -0.023101357743144032 0.20896917978867555 44728.875000000007 -0.020108615048229691 7.5715263518138274 20936.250000000004 0.047200000000000013 0.3188834209680031 125489.78571428572 0.9262768200962479 -254.49999999999997 19892.643095000305 0.025354488752782348 61430.872500000005 0.034352576368451508 668.26416929996151 0.027769161698860814 3.8613148609938128 0.040899966543994651 -0.028153317049145695 24.500000000000004 258738.75000000003 0.70370130048182888 -0.0057995072565972796
decision_type=10 8 10 10 10 10 10 10 2 2 10 2 10 2 8 10 2 2 10 2 2 2 10 8 10 2 10 10 10 10 10 2 10 10 2 2 2 8 8 10 10 8 8 8 10 10 8 8 10 8 2 2 8 8 10 8 10 8 10 10 10 2 10 8 2 8 2 2 10 10 10 2 10 2 2 10 2 10 10 2 10 8 8 8 10 2 8 2 8 8 2 2 10 10 10 10 10 10 2 2 8 10 10 10 2 8 2 8 2 10 2
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Tree=75
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decision_type=10 8 10 8 8 8 8 10 8 10 8 2 10 2 8 8 10 10 8 10 10 2 10 8 2 10 10 10 8 10 2 10 2 10 2 10 2 10 10 10 8 8 8 10 2 2 10 2 2 10 10 10 10 8 8 8 10 8 10 2 8 8 2 8 8 10 10 2 2 10 2 10 10 10 10 2 8 10 10 10 10 10 8 10 2 10 2 10 2 2 10 2 10 8 10 2 8 2 10 2 2 2 10 2 10 10 2 10 10 10 8
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is_linear=0
shrinkage=0.0227381


Tree=76
num_leaves=112
num_cat=0
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split_gain=288.096 64.5812 62.0148 56.9894 56.8063 57.812 37.0097 37.4101 31.3106 29.7086 29.7163 30.9575 29.2176 24.1372 24.0955 25.2129 23.8264 23.2173 23.1709 22.9679 27.4087 21.6527 21.067 20.0658 19.2728 26.9129 19.2402 18.7747 17.9479 17.8189 16.9948 16.987 16.9064 16.791 21.5686 16.0478 19.805 15.8565 15.5571 15.3295 17.2315 14.4881 14.4174 14.3463 14.2728 14.2093 14.1646 13.7823 13.4088 13.2332 14.9965 13.1863 13.1669 15.05 15.4194 12.954 12.7696 12.4385 12.2709 12.223 12.22 12.2158 12.1131 11.9264 11.8809 11.6014 11.51 11.3819 11.3533 13.7568 11.1596 10.8743 11.6297 10.7683 10.6909 10.6469 10.6385 10.5843 10.567 10.5502 10.5416 14.5675 11.6433 10.4153 10.3081 10.1721 10.0873 10.0857 10.0637 9.97238 10.0407 9.75454 10.3214 9.66674 9.5901 9.43592 9.39652 9.39148 9.36879 9.34756 9.29455 9.18482 9.2543 11.8571 9.12334 13.4267 10.9984 9.92536 10.7744 8.95384 8.81189
threshold=0.51238362827707518 0.16418803148296393 0.37341064237963228 0.70890799168713403 16152.750000000002 451282.50000000006 443133.00000000006 20724.750000000004 0.75941548969304218 0.40103795605544174 -2720.4999999999995 0.55505050505050513 -0.065204542130231843 5.5000000000000009 0.24652107604594087 0.064950000000000022 0.90991356375969989 9.5000000000000018 -4369.4999999999991 29.500000000000004 -12094.499999999998 -0.017363337799906727 0.29789053991478937 1.0192152852948044 -19322.499999999996 0.095039758389902487 -241.49999999999997 0.22199820788530469 0.04376975633203984 3.5000000000000004 1.5000000000000002 1056.5000000000002 2.5000000000000004 1.0000000180025095e-35 -1022.4999999999999 -2464.4999999999995 503.8738929525943 68799.930000000008 -0.040636867284774773 0.42303941461435651 0.0095895000000000025 0.79113646691588324 596569.50000000012 284613.75000000006 0.0068500000000000011 267.51464285714292 0.031945000000000008 397.52199799367901 0.042915579111017281 0.021786595785076895 716.50000000000011 77652.750000000015 1068806.2500000002 0.37045000000000006 279173.25000000006 2210.2573641304348 9.5000000000000018 332055.00000000006 0.060850000000000008 1.5000000000000002 -0.019414595328271386 1.0459650336307074 6.5000000000000009 -15326.499999999998 -460.49999999999994 29.18685831622177 1.0000000180025095e-35 54.739219712525674 0.16666320540319696 -218.49999999999997 5.5000000000000009 647405.55000000016 -0.016666684299707409 0.011150000000000002 391.50000000000006 175515.75000000003 0.049217740073800094 904893.75000000012 -0.01176538737490773 0.50516777846007554 0.28519922914277313 -4328.4999999999991 0.0039043608121573929 0.051950000000000003 -0.014324213843792675 -0.0024307820713147517 0.17173410815802115 168750.00000000003 54203.511515151527 0.48261367514845854 0.019131218083202842 -0.019135791808366772 0.63304584462114166 -351.93333333333328 -0.0029913375619798894 0.22263989989715277 85612.500000000015 0.57392649729035961 0.011349804699420931 -0.014174218755215405 0.0014925635769031944 0.67815101250757748 -0.017060754820704457 89997.750000000015 3.5000000000000004 0.0029670728836208586 -0.00095520567265339185 0.011850000000000001 253.47863154470991 8.4291005291005323 0.65364957231680609
decision_type=10 10 10 8 10 8 2 10 10 8 10 8 2 10 8 10 8 10 2 8 2 2 8 8 2 2 8 10 2 2 2 10 2 10 10 10 10 10 2 10 2 10 10 10 8 8 2 8 8 10 8 8 8 8 2 10 8 10 10 2 2 8 8 2 2 2 2 2 2 10 2 10 2 10 8 2 2 10 2 10 8 2 2 10 2 2 10 8 8 8 2 2 10 8 2 10 10 8 2 2 2 10 2 2 10 2 2 10 8 10 10
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Tree=79
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split_gain=243.056 67.5385 74.6997 68.6316 51.6244 46.5539 36.1092 33.5093 33.0053 30.7047 26.3754 25.8879 31.691 31.3609 24.798 24.7635 24.2706 23.3088 22.9376 21.0888 20.57 20.511 20.4042 20.4798 20.0663 19.998 19.9692 19.4629 19.0258 19.6059 18.9574 18.9059 18.5362 18.4814 18.4185 17.2122 16.8389 16.8019 16.4815 16.3497 16.2866 17.1953 15.2595 15.1413 14.8639 14.8346 14.6596 14.4119 14.4101 14.3775 14.2661 14.1344 14.0534 13.899 13.7959 13.5749 13.4522 13.4303 19.702 15.2525 13.3558 14.6952 13.3407 13.2723 13.2459 14.8548 13.5146 13.1451 12.8801 12.7511 12.7557 12.8012 12.733 12.1872 11.9251 14.6326 11.845 16.8173 11.6441 13.5069 11.94 11.8373 11.5167 11.4628 12.2665 11.2723 11.1462 11.1447 11.0556 11.051 11.0484 11.0348 10.8674 11.5105 12.0224 10.6596 10.8122 10.5739 10.5564 10.4269 10.3521 10.3129 11.2001 10.2377 10.0779 10.0356 9.85628 9.85367 9.69356 9.68998 9.5826
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decision_type=10 8 10 2 8 8 8 10 10 10 2 8 10 10 8 8 10 8 8 10 2 10 10 8 10 2 10 2 8 10 8 8 2 10 8 10 8 8 2 10 2 10 10 2 8 8 2 8 8 10 2 10 10 2 10 10 10 2 10 8 2 2 10 10 10 2 8 10 2 10 2 8 10 10 8 10 8 10 8 2 2 8 8 8 2 10 8 10 8 2 2 8 10 10 2 2 2 10 10 10 10 10 10 10 10 10 2 2 2 10 2
left_child=1 2 7 22 6 31 33 15 -3 10 26 13 18 21 36 19 28 30 32 78 56 99 23 40 72 60 39 45 63 64 104 91 -13 -2 89 -19 57 -20 43 53 48 82 101 -28 -23 85 -41 73 50 -21 -4 -49 92 -8 -9 74 -15 105 109 -60 -24 -62 -26 107 66 -66 -30 106 -55 76 71 -71 -14 -32 87 -76 -29 -78 -1 81 -81 -80 -42 -36 -85 -17 -77 -56 -22 -33 -47 -5 95 94 -94 96 -10 -45 -67 -7 -100 102 -12 -48 -16 -11 -25 -6 -72 -59 -27
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leaf_count=1725 4570 4503 496 350 8562 1377 1096 2075 244 1453 549 6430 834 1129 695 544 8052 1375 1091 356 186 287 613 314 1897 1949 204 1536 359 9041 2590 851 1905 3810 1448 675 1486 10260 595 1445 176 453 293 632 2386 1599 872 669 474 120 997 1219 2407 2548 1004 912 197 492 194 921 1423 338 670 629 2494 632 11135 153 1366 2245 984 960 1711 12034 1721 840 5492 3506 133 1474 833 949 2661 368 244 365 2017 1400 1489 171 2772 2835 487 667 262 456 309 91 2741 238 235 181 90 2767 9648 155 6416 567 1149 362 914
internal_value=0 0.0020729 0.00261549 0.00414114 -0.00444466 0.00560886 -0.00239284 -0.000147697 -0.00439447 -0.00128561 0.00258898 0.00658994 0.00547064 0.009933 -0.00314306 0.00122085 -0.00754887 -0.00450617 0.00413899 0.00465987 0.0144591 0.00585536 4.4545e-05 -0.00188179 0.00997232 0.00352396 0.00106537 -0.000316491 -0.00630634 -0.00466661 -0.0054816 -3.69428e-05 0.00101952 -0.00903994 0.00354504 0.00536193 0.00311695 0.00589881 0.0096916 -0.00076893 0.00158637 -0.00126645 0.0152109 0.015959 0.00206343 -0.00439961 -0.00478211 -0.00310682 0.00772605 0.015638 0.0113645 0.00539726 -0.000447074 0.00305462 -0.00401343 -0.0025515 0.020061 0.00656619 0.0115056 0.0184822 0.00802093 0.010934 0.00546538 -0.0107254 -0.00269715 0.0013572 -0.00488687 -0.00487614 0.00554262 0.00114421 0.00441709 0.00108389 0.013847 -0.00432385 -0.00137209 0.000884797 -0.000470458 0.000626201 0.00327826 0.00516009 0.00235329 0.0104601 -0.00374102 -1.37475e-05 0.00649034 0.00390049 0.0042034 -0.00572166 0.00936418 0.0111072 -0.00642053 -0.00416906 0.00324256 -0.00127605 0.00426872 0.00812514 0.00128307 0.0210387 0.00560201 0.0115872 0.00812693 0.0203671 0.0247317 -0.00821974 -0.00926065 -0.000425507 -0.00554072 -0.0119434 0.00928435 -0.000778354 -0.000560272
internal_weight=0 9914.14 9151.49 5893.29 4206.34 4336.46 2541.61 3258.2 762.649 2187.5 707.753 3693.24 2783.85 909.396 1479.75 2410.66 1664.73 1217.13 2161.08 739.327 420.622 488.774 1556.83 1004.6 622.768 552.237 639.841 1671.33 1408.34 1040.08 1111.12 643.215 784.34 354.114 345.197 106.007 262.62 1376.74 105.74 534.101 467.343 323.741 67.9116 66.3845 301.206 435.808 259.537 691.957 143.603 72.7257 112.067 82.931 453.369 274.563 847.54 688.473 188.311 191.243 108.817 66.634 258.893 192.757 297.477 368.255 756.373 266.397 489.976 537.252 221.688 1235.52 403.241 245.578 325.292 609.026 615.038 409.438 832.279 720.361 666.602 475.07 318.705 156.365 266.225 240.567 82.1739 83.7676 253.589 205.6 232.311 104.63 352.04 298.018 242.028 128.997 75.7439 113.031 61.5278 51.7233 160.515 187.568 134.36 52.4572 41.5247 181.198 419.162 82.4265 522.783 340.366 157.662 42.1826 293.344
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is_linear=0
shrinkage=0.0227381


Tree=80
num_leaves=112
num_cat=0
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split_gain=261.852 61.7366 55.4781 51.7876 48.2799 47.1368 51.765 57.5396 42.8325 35.769 35.3802 31.996 30.7682 27.0913 26.8138 24.7621 24.3151 24.1843 20.9911 26.3067 20.7898 26.0255 20.4686 18.6777 18.655 18.5839 17.0405 16.8758 16.7608 17.8952 16.5291 16.2356 16.2408 16.0641 16.0108 15.8464 15.2935 15.7918 15.2781 15.6849 15.2321 15.0206 14.9184 15.8987 14.8662 14.8105 14.7164 14.7108 14.5642 14.5104 14.3844 14.3788 14.2998 14.1923 14.0611 13.921 13.8061 13.7774 14.0892 13.7767 14.1864 13.7173 13.0921 13.1148 13.4713 12.7794 12.9246 15.0437 12.5185 12.3219 12.3147 12.197 12.1866 12.0657 12.046 11.9348 11.925 11.5519 11.4705 12.4029 11.4163 11.3836 11.3184 11.2471 11.1279 11.1111 10.9993 10.9881 10.9771 10.9354 10.9281 10.9143 10.8811 12.4571 10.8692 10.8634 10.8086 16.554 10.6598 10.6243 10.415 10.3291 13.1899 11.6951 11.6562 12.4384 10.313 10.0631 9.96527 9.92685 10.0354
threshold=0.47343906753586867 1.0000000180025095e-35 12.500000000000002 0.097402690123269145 1514.2500000000002 21.682178932178939 1.0000000180025095e-35 0.052440378849444781 13.500000000000002 -3043.4999999999995 18.500000000000004 34.500000000000007 0.26575311909471833 0.13961038961038963 -15.499999999999998 0.069258447443156707 8773.163638392858 42.911704312114999 0.3363206357695902 45.879534565366193 0.34660151483492985 0.052230067282371437 3436.8975000000005 0.300022732479029 7650.1935000000003 6322.4775000000009 0.70303817362493015 1.0000000180025095e-35 0.35539120041443789 -722.49999999999989 0.19125081347581843 25.500000000000004 27.535934291581111 0.7911327677945702 -0.0038746375357732172 0.14550264550264552 -0.015163109637796877 0.044302786643388332 336.81666666666672 -0.012204596772789953 11509.815870695411 0.00075000000000000012 1056.406037946429 13.500000000000002 0.3188834209680031 -0.00026422589144203806 8.5000000000000018 0.28125000000000006 234.58618106312289 0.78296208980799664 0.70538198516052542 1.0159930301275144 25.522774327122157 1683.5000000000002 0.29703110404315808 0.016550000000000006 0.048877310630295663 0.022960962225104551 0.20723861841023403 59.240246406570854 7.5000000000000009 -2693.4999999999995 -0.015641690231859681 0.012592930492776719 3.5000000000000004 1.0582803606097373 12030.041250000002 1.0000000180025095e-35 -418.58571428571423 143507.25000000003 -40.499999999999993 -0.037605030462145798 -0.012417724356055258 1735.5000000000002 62090.38180091534 0.22984895719059392 25.268993839835733 470.26488102696953 16306.241432467375 -457.49999999999994 0.14288139704098959 0.0076192212291061887 0.86325952506116199 0.8080137406828195 6029.9325000000008 0.25352260108030417 0.18288104784064022 -1255.4772727272725 8.6318814277072011 0.099105292496037209 55801.537664835174 0.063811592108145812 0.8211519763436349 -1.0000000180025095e-35 -1098.9499999999998 825417.49500000011 11.853299856527979 -0.0033624181523919101 -1904.8749999999998 -0.0029494774062186475 0.19125000000000003 0.17313561315198298 -0.00083651152090169479 -0.018795057199895378 0.031945000000000008 -0.0086109857074916345 589156.1100000001 0.012150000000000003 8.5000000000000018 -0.067780751734971986 0.69631839696967257
decision_type=8 2 8 8 10 10 2 10 8 2 8 8 8 10 10 10 10 2 10 2 8 10 10 8 8 10 8 2 2 10 8 10 2 10 2 10 2 10 8 2 2 10 10 10 10 2 10 10 8 10 8 8 10 10 8 10 10 8 10 2 8 10 2 10 2 10 10 2 8 2 10 2 2 10 10 10 2 10 2 2 10 2 10 8 10 8 8 10 8 10 10 10 10 10 10 8 10 2 8 2 8 10 2 2 2 2 8 10 10 2 8
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Tree=83
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decision_type=10 8 8 10 2 10 10 2 10 10 8 8 10 10 8 10 2 8 2 10 10 10 10 2 10 2 8 10 8 10 8 10 2 10 10 8 2 10 10 10 10 10 10 10 8 10 8 8 8 8 10 10 8 10 2 8 2 10 10 8 8 2 10 10 10 8 10 8 2 2 2 8 10 8 8 10 2 10 10 8 2 2 10 8 10 8 10 8 8 2 10 10 10 2 8 2 8 10 10 2 10 2 2 10 2 8 10 10 8 2 10
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leaf_count=115 279 4507 4720 201 1034 5018 8211 3599 13397 520 183 328 151 2159 11065 1370 2123 274 2456 988 577 1094 895 754 475 486 939 87 6127 11708 6183 8580 699 159 354 1480 3975 559 1201 1117 560 5333 1383 8776 292 910 181 1962 1301 1689 475 944 2542 385 338 1044 194 148 646 6309 308 436 132 967 370 1460 334 1082 195 251 10997 4314 1052 420 375 1959 338 1152 1990 94 968 1060 1319 1111 748 93 665 2831 709 431 1326 3015 675 876 173 1670 1024 705 388 350 700 392 310 587 835 537 89 838 1852 702 365
internal_value=0 0.001792 0.00114912 0.00185721 0.00313314 -0.00381935 0.00489534 0.00696897 -0.00525636 0.00175891 -0.000973456 0.0004653 -0.00191057 0.000212197 -0.00156558 0.00298377 0.000603241 0.0073772 0.00196505 0.00368851 0.00951947 0.00211567 0.000328415 -0.00704966 -0.00575263 -0.00166409 0.0044524 0.00955513 -0.0022236 -0.00676446 -0.00140849 -0.00311979 0.00302087 0.00431995 0.00828607 0.0101002 -0.00208953 0.00154584 0.00138478 0.0015967 -0.00499187 -0.00515162 0.00266411 -0.00629849 0.00615477 0.0104332 -0.00351925 0.00459537 0.00525012 0.00138287 -0.00160041 0.000654693 0.00469984 0.00817264 0.000326535 0.00672975 0.00532716 0.00264482 0.00514919 0.0113685 0.00106354 0.0103736 0.017767 -0.000687145 0.0164881 0.000806542 0.0129409 0.00550005 0.00912893 0.0142287 -0.00610474 -0.00451568 0.000222223 0.00594737 0.00857901 0.00497366 0.0114083 -0.0017206 -0.000794999 0.00753498 0.0101757 0.0042089 0.0115027 -0.00651295 0.0209294 0.0162524 0.000859546 0.00287734 0.00454701 0.00303869 0.00459262 -0.00746848 0.00897335 0.0156652 0.00450973 -0.00438299 0.0210166 0.0119927 -0.0070583 0.00998782 0.0117145 0.01642 -0.00890916 -0.00809363 0.00579597 0.00115719 0.0218524 -0.00443357 -0.00399791 0.00133933 -0.00900134
internal_weight=0 9870.89 8861.29 7698.73 5306.09 4207.72 3191.08 1914.69 3100.11 1276.39 2392.64 2115 1087.99 1107.61 1300.2 754.472 546.668 1009.61 483.263 814.806 1160.22 849.82 1103.36 2012.11 1534.06 2219.41 373.531 210.021 2064.14 1349.01 1795.94 1113.03 799.39 691.929 327.118 152.426 1268.28 604.785 682.905 185.044 604.73 989.612 105.887 531.906 902.111 173.032 1162.55 324.922 257.896 101.133 783.617 364.811 195.099 158.626 221.105 92.1405 850.576 104.339 141.611 835.298 110.407 38.1568 69.2216 967.481 82.4257 156.432 46.8678 155.276 113.942 125.715 883.726 670.212 538.919 813.396 418.234 319.743 73.9552 779.282 707.724 173.233 357.92 72.8243 101.464 153.163 61.3371 31.2038 554.561 387.282 333.305 395.162 333.425 268.2 207.804 105.682 26.8275 128.965 61.9097 293.396 383.272 145.004 133.013 107.497 241.373 430.773 308.324 57.8848 24.0313 72.25 169.712 81.4926 400.365
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is_linear=0
shrinkage=0.0227381


Tree=84
num_leaves=112
num_cat=0
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split_gain=157.063 82.473 66.0454 41.2473 40.2322 37.6905 48.9534 32.9426 32.3261 31.6661 30.999 29.9366 29.4492 29.1695 25.4626 24.5278 23.5842 23.2818 22.2606 25.0747 21.9787 21.2376 20.8523 20.2167 19.0754 18.7924 17.4666 17.1914 17.1355 16.3476 17.0534 16.3297 21.6644 16.2558 19.0991 15.94 15.8229 15.7627 15.4026 17.196 16.297 15.3562 15.0674 14.5942 18.2189 14.5048 14.4855 16.9336 13.9485 13.7169 13.4258 13.3323 14.8609 13.2499 13.2043 13.0941 12.9854 13.8949 13.7377 13.651 12.5419 12.5144 12.2421 12.8166 12.1707 13.1165 12.1546 11.9087 12.0422 11.8957 11.832 11.8218 12.244 11.5547 11.5441 11.289 11.2328 11.154 11.0622 10.9845 14.3208 12.371 15.6869 10.9287 10.8876 10.8821 10.8777 10.8632 10.6818 10.4238 10.4078 12.3993 10.3401 10.3207 10.2153 12.0351 10.065 12.6221 9.96424 9.90761 9.81668 10.2484 9.77686 9.72121 9.71091 9.82196 9.70613 9.65207 9.63837 9.66538 9.60146
threshold=0.26085602286264403 2.5000000000000004 0.23784305038452733 1.0000000180025095e-35 25.500000000000004 25.262202380952385 -16843.499999999996 0.91695402298850581 0.6067496592437478 0.057438626376315909 0.073165452433745129 23.826836581709149 13.500000000000002 0.9198609214749035 6.7003649635036506 39233.085000000006 13.500000000000002 0.095993829345467227 0.046614958239326425 5000.3651010437534 0.36154341900580195 0.58477011494252884 0.097402690123269145 421.50000000000006 0.052806303448009621 9585.2840430571268 0.27516927586402096 1.5000000000000002 -8756.4999999999982 74.500000000000014 -0.010764417704194782 -80.499999999999986 -0.0048548949416726819 0.092722347604156083 1.0592935167152306 29.500000000000004 0.71901501607661977 0.99998888901920291 0.096443585969202217 1.0000000180025095e-35 912.87376002673807 -14243.499999999998 -4184.4999999999991 -788.94999999999993 -9783.4999999999982 0.049999702382731791 1.0000000180025095e-35 -3412.4999999999995 0.011496406979858877 5.5000000000000009 9923.3627355752196 17757.045000000002 -57.316666666666656 905.26500000000021 0.82156699889258034 0.67024019772916954 1072918.7100000002 1.0000000180025095e-35 0.51281621230589658 0.64313063179303376 14.418979744936236 1.0086307585983143 0.0097168376669287699 -875.77499999999986 -0.024193961173295971 0.30324846089394536 705.50000000000011 588460.50000000012 -0.013789938297122715 180975.07779569895 -1157.4999999999998 28.216803760282023 0.023697542957961563 1.941165714421816 0.031945000000000008 0.022814018043025682 3.5000000000000004 1.5000000000000002 -382.95833333333331 0.078450000000000006 -377.10101010100999 9665.3900936724694 251352.02250000005 660.50139705882373 0.061150000000000003 -2288.4999999999995 0.049217740073800094 -0.032980060204863541 0.26708678977172368 -4536.4999999999991 8.7011904761904777 0.65183503872235404 0.35481316242154587 -4504.4999999999991 0.018309205770492557 -659.267857142857 0.032389500930094926 -8189.4999999999991 4.2282104222934409 -1731.4999999999998 7.4231786731786746 -0.006030789576470851 0.0034108802210539584 19.46276174306735 -0.01268482021987438 -0.016695057973265644 0.26476411465333066 -18738.499999999996 29.231663685152061 0.30825791855203627 1.0000000180025095e-35
decision_type=10 2 8 2 10 10 2 8 10 8 10 10 8 8 8 8 8 2 10 2 8 8 10 10 8 2 10 2 2 10 2 10 2 10 10 10 10 8 10 2 8 2 2 8 2 10 10 2 2 2 2 10 10 10 8 10 10 2 10 8 10 8 2 8 2 10 8 10 2 10 2 10 2 10 2 8 10 2 8 10 8 2 10 8 10 2 2 2 8 2 10 10 8 2 2 8 10 2 2 10 10 2 2 10 2 2 10 2 10 10 2
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Tree=87
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decision_type=10 10 10 8 8 10 10 2 10 10 8 2 8 2 2 10 2 8 8 8 2 2 10 2 8 10 10 8 10 8 2 10 8 10 2 2 8 2 10 2 10 10 2 8 10 10 8 2 8 10 2 8 2 10 10 10 10 10 10 10 10 10 2 2 10 8 10 2 2 8 8 8 2 2 2 10 8 10 10 2 8 10 2 2 10 2 10 8 10 8 10 2 2 8 2 10 2 8 8 10 2 10 10 10 10 10 2 8 8 2 2
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leaf_count=1921 1543 1906 682 2805 9299 550 417 2807 15335 4338 6293 11679 1525 196 862 12096 845 1227 2227 252 3762 373 261 1433 634 234 123 5700 809 327 1734 743 1257 1430 358 318 4866 1109 2948 980 416 1367 5094 18381 485 1724 643 3553 206 1663 567 700 496 310 274 131 4933 249 244 250 501 669 2321 95 154 416 167 448 617 1561 779 749 807 582 1123 439 6511 149 204 1037 8866 956 515 326 1039 899 166 180 115 580 139 513 1097 3724 185 212 187 3791 2615 133 138 310 182 264 430 1348 226 264 94 1274 941
internal_value=0 0.00182861 0.00114555 0.000493734 -0.000390887 -0.00453902 0.0064108 0.000501265 -0.00317181 -0.000935475 0.00307145 -0.00211965 0.00622055 -0.000965062 0.00256512 -0.000652052 0.00432408 0.00778695 -0.00318549 0.00748355 0.00562064 0.0119469 0.017391 -0.00211667 0.00171064 0.00391005 0.00398219 0.00160102 0.00203405 -0.00395892 -0.00650319 -0.00602752 0.0208011 0.00305402 0.00545431 -0.00898236 -0.00738649 -0.00397107 0.00536102 0.00725375 -0.00505297 0.00172696 -0.000454632 -0.00951675 0.00375254 0.00641756 0.00164142 0.00126262 0.00744349 0.00904087 0.00385228 0.0116612 0.0162115 0.0118294 0.0131004 0.00378207 0.00288706 0.000703831 0.0113648 0.0108953 -0.00587449 -0.00101546 0.00212447 0.0146006 -0.00662878 -0.00402912 0.00916988 0.00445909 -0.00128847 0.00128278 -0.00173752 0.0166395 -0.00741175 -0.00734004 0.00142662 0.0032697 -0.00519081 0.0215972 0.0102186 0.0110247 -0.00836387 0.00167685 0.00377428 0.0117517 -0.00170729 -0.0060658 -0.00014346 -0.00118315 -0.00159383 0.00609624 0.00894523 0.0127981 0.0162578 -0.00414832 0.015584 -0.00351829 -0.00485327 -0.00616929 -0.011915 0.0210766 -0.00741156 0.00118176 0.00203066 0.00869823 -0.00551945 0.00140281 0.00928983 0.00197867 -0.0104824 0.0144613 0.0155203
internal_weight=0 10602.5 9184.83 8181.4 6652.68 3435.26 1003.42 5327.89 2638.22 3421 1906.88 2641.1 1417.63 1593.66 614.828 1927.33 1528.72 915.981 978.828 1220.7 409.701 150.627 108.428 896.387 390.708 416.242 331.226 286.933 889.747 1324.8 1044.57 713.769 96.4954 779.905 845.36 797.035 959.909 418.689 1153.45 752.801 505.679 400.648 753.433 777.669 695.81 409.875 521.799 611.241 638.976 512.66 322.324 168.513 104.264 375.34 340.957 676.847 635.191 297.642 118.601 499.739 368.354 155.634 127.929 41.6556 656.098 193.937 168.664 40.611 668.697 379.271 236.419 44.293 615.487 372.913 132.766 84.6589 424.595 27.2687 459.712 434.568 349.616 259.074 213.641 470.874 235.546 120.966 285.935 52.9487 196.93 142.852 62.0953 426.73 217.607 206.478 84.2941 205.127 194.091 184.886 190.892 72.4535 87.4395 499.938 469.519 209.123 194.006 63.7528 27.4897 87.7862 73.742 309.13 285.86
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is_linear=0
shrinkage=0.0227381


Tree=88
num_leaves=112
num_cat=0
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split_gain=177.968 56.3368 58.5396 49.0994 44.74 38.815 42.3825 39.8957 28.8859 42.653 27.071 25.1722 27.3811 24.8334 22.1012 21.6015 23.1838 21.2248 27.5091 20.9185 22.1813 20.628 20.5828 19.0884 18.5932 20.7002 24.7318 17.8508 17.8402 17.5908 17.2566 17.1653 17.1142 17.0059 16.6146 16.3276 16.2238 15.7432 15.6842 15.6291 15.3057 15.1868 14.7627 19.0861 14.7018 14.6791 14.4322 14.2083 14.1954 14.1898 14.1098 13.8113 13.6107 13.3567 13.2823 13.0573 14.2339 12.9207 12.7981 12.7591 13.2529 12.697 12.6676 12.5132 12.2282 12.3123 13.4695 11.5781 14.4666 19.151 11.4825 12.6557 11.2202 11.1708 11.1704 11.1441 11.0202 15.0068 11.0162 11.0041 10.9357 10.92 10.9166 13.3708 11.7326 10.6129 10.466 10.4014 10.3796 10.465 10.3444 10.2893 11.0833 10.2406 10.9317 10.9107 10.2104 10.0682 9.88764 9.79659 11.6602 9.75542 9.74017 9.71345 8.99854 9.39292 8.94538 8.94094 8.9158 8.97424 8.89229
threshold=0.5170059093244922 1.0144151398037338 5.5000000000000009 0.26201372997711675 0.4054184970722513 19.950409836065578 43.500000000000007 -180.49999999999997 -2024.4999999999998 6.5000000000000009 0.66021453559957133 69909.665625000009 135002.25000000003 -408.49999999999994 92696.062500000015 26210.250000000004 0.022975317202508453 21.977899877899883 16.500000000000004 0.0057423441060858848 0.032900000000000006 1.0000000180025095e-35 202876.68750000003 9.5000000000000018 13502.250000000002 83520.64285714287 2.5000000000000004 66058.070625000008 0.045550000000000007 -0.0045018512755632392 2.222212162825977 1111590.0000000002 1.6572751322751327 0.17975372652653551 3168.7200000000007 0.12058579144162861 -0.022506644949316975 28.560661764705888 0.35373906170826236 0.2565498671050821 0.13153348992163741 2022.4350000000002 -599.65151515151501 0.1516919537994845 -2356.8749999999995 0.14390409115122568 0.90035460992907812 1.0000000180025095e-35 30723.375000000004 778.50000000000011 0.90448744934784553 29.335205992509366 0.080774112354767821 10.500000000000002 119304.56250000001 -439.93749999999994 0.71633136461068381 0.6090000000000001 0.027654608711600307 -0.0046146737877279511 0.672388633251922 0.030332599766552452 101310.00000000001 0.044830612838268287 0.21940000000000001 337502.25000000006 0.010284994728863241 27713.250000000004 0.95845660749506922 35.500000000000007 -3469.4999999999995 -0.024910456500947472 14.500000000000002 1.2032854209445587 9.9009803921568658 22106.250000000004 136.47816095847455 23.500000000000004 104428.33950000002 324003.55500000005 0.31327380170547986 28262.250000000004 0.031945000000000008 25.561943874058866 0.99135000000000006 0.036950000000000004 -4018.4999999999995 0.30495169082125612 -10332.499999999998 32.500000000000007 22.625833333333336 -0.0085498592816293222 0.15821376442909243 0.91068809454588318 0.25522237701027217 0.068650000000000003 2.5000000000000004 -1867.4999999999998 98361.281250000015 0.31166838271073344 4.7999608892102037 0.36812987827773896 78.500000000000014 39385.125000000007 0.46770833333333339 0.073617611749586129 -0.021089410409331318 26270.625000000004 -0.018346357159316536 14.788170163170165 0.90991356375969989
decision_type=8 10 2 10 10 10 10 10 2 2 8 10 10 2 8 10 2 10 10 10 10 2 10 10 10 8 10 8 10 2 2 10 8 2 10 10 2 10 10 8 10 10 8 2 8 10 8 2 10 8 8 10 10 8 10 10 8 10 2 2 10 2 10 2 10 8 2 10 8 10 2 2 10 2 8 10 10 8 8 8 2 10 2 2 10 8 2 10 2 8 10 2 2 10 10 10 2 8 8 10 2 10 8 8 10 8 2 10 2 10 8
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Tree=91
num_leaves=112
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decision_type=8 2 8 2 2 10 10 8 8 2 10 8 10 8 10 10 2 2 8 8 2 10 2 2 10 2 2 10 8 2 8 10 8 8 2 10 10 2 10 10 10 2 2 10 10 10 10 2 8 10 2 10 10 2 10 10 2 10 8 10 8 2 2 8 2 10 10 10 10 2 10 10 10 10 8 10 2 8 2 2 8 2 10 8 2 2 10 10 10 2 10 2 10 2 2 10 8 8 10 8 10 10 2 2 10 2 8 10 2 8 2
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leaf_count=234 551 427 186 15890 1324 346 227 2568 2981 699 1355 3392 705 335 121 2714 3617 2091 15617 411 1508 1313 548 108 9034 629 499 889 1770 470 1482 115 11931 1477 815 1596 1239 574 99 658 477 481 1710 5766 1728 577 4221 2698 2399 477 630 520 81 646 169 2245 701 721 3029 1473 2341 113 265 639 1924 1468 175 210 101 1016 113 2426 1488 2418 2415 226 395 6630 401 1779 2728 164 206 7342 314 325 195 331 716 237 2260 1811 12390 3009 228 391 814 1525 2990 1762 209 381 298 1455 2421 2854 430 147 690 741 1717
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is_linear=0
shrinkage=0.0227381


Tree=92
num_leaves=112
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split_gain=124.435 52.3704 72.3975 42.7785 41.2507 34.6238 34.2913 41.0729 31.8654 31.5302 28.9289 26.8754 26.8736 26.2449 23.0742 22.3717 28.0748 24.3434 21.791 19.2016 18.8257 18.7324 18.6491 18.7953 18.641 18.3911 19.9687 19.1479 18.6666 21.4748 19.3958 18.3789 18.168 20.891 19.1409 17.5561 17.09 16.683 16.1472 15.9209 15.9144 15.6518 15.3166 15.1867 15.0184 14.8954 14.6372 14.6177 14.3296 14.5053 14.2755 14.5546 14.2532 13.9224 13.8277 13.6663 13.5593 13.3369 13.3153 13.0704 12.9887 12.59 12.5555 12.3111 12.2997 12.299 12.2194 18.4672 12.2034 11.9747 11.9687 11.8675 11.6476 13.0486 11.5762 11.408 10.9097 16.4724 10.8711 10.802 10.3554 10.3413 10.2425 10.2192 10.1895 10.0333 9.91882 9.80375 9.64581 9.54008 9.48888 9.45731 9.41673 9.41067 9.40583 14.3911 9.40103 9.21789 9.13254 9.96582 9.07994 9.06662 8.99312 8.92909 10.9791 8.77744 8.7712 8.63886 8.62655 8.58363 8.46581
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decision_type=10 8 10 10 10 8 10 10 10 10 10 2 2 10 10 10 10 10 10 8 8 8 10 8 2 2 2 8 8 8 10 10 2 10 10 8 10 8 10 2 10 2 10 2 8 8 10 10 2 10 8 10 8 10 8 2 8 2 2 2 10 10 8 2 8 10 8 10 10 8 8 2 10 10 10 10 10 10 2 10 2 10 10 8 8 10 10 2 10 10 8 10 2 2 10 10 10 10 2 8 2 2 2 2 8 8 10 2 2 10 10
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is_linear=0
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Tree=95
num_leaves=112
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decision_type=10 2 8 10 2 2 2 10 10 10 8 10 10 10 2 8 10 10 2 10 2 8 8 2 10 2 8 8 8 10 10 10 10 10 10 2 8 10 8 8 8 10 2 10 2 8 2 10 8 2 8 2 8 2 2 8 8 2 10 8 2 2 8 8 10 10 2 2 2 8 8 2 2 10 2 8 2 2 2 2 2 10 2 10 2 2 8 10 10 10 2 8 2 10 8 2 10 8 8 2 2 2 8 10 2 2 2 10 2 2 2
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leaf_count=161 1914 86 1113 4069 2460 17384 3311 2773 253 3086 5976 2271 8775 1181 9781 888 1092 2613 13811 651 781 227 14754 516 3472 625 174 769 202 1141 99 887 989 367 565 2214 175 449 3087 2406 101 187 212 327 549 872 1258 436 1107 375 488 1258 2593 433 200 328 584 416 1278 618 434 1988 170 365 117 323 462 377 2414 1422 1722 376 512 2726 3870 3506 1637 3553 471 434 5907 664 1703 166 267 4898 2388 3212 439 887 1066 2145 939 1276 6945 700 160 625 1027 465 1499 1219 235 319 707 200 146 417 237 1124 857
internal_value=0 0.00140473 0.00224217 0.00339835 0.00420918 -0.0038435 0.00498288 -0.0024461 -0.000197696 0.00568505 -0.00151768 -0.00410981 0.00492772 -0.00322785 -0.00411892 0.00150139 -0.000668069 0.00430314 0.00632887 0.00121592 -0.00305451 0.00192651 -0.00812134 -0.0015721 0.00242515 0.0090931 -0.00150577 -0.00217808 0.00726463 1.57581e-06 0.000480956 -0.00294862 -0.00309999 0.011463 -0.0104373 -0.00136316 0.0133845 0.0148612 0.00356847 0.000268287 0.00861377 -0.00104612 0.00552124 0.00166665 -0.00554004 0.00202621 0.00380504 0.00973726 -0.00560803 0.0101585 0.00298738 0.00532917 -0.000354619 0.00961785 0.0134641 0.012619 -0.00327002 0.00932959 -0.00757276 0.00164116 0.00384892 -0.00699789 0.000532364 0.0106596 0.00535619 0.0104291 0.0137254 0.00501918 -0.00387404 -0.00125567 0.000825609 0.00868433 -0.000149847 -0.00196844 -0.00524576 -0.00338348 -0.000829352 -0.00253056 0.000709428 -0.00543463 -0.00532401 -0.00722647 -0.000214574 0.00876252 0.00989588 -0.00147547 -0.00935601 -0.00105517 0.00496226 0.00166552 -0.0038846 -0.00153861 -0.00954891 -0.00274222 -0.00436118 0.00642646 0.0127283 -0.00102462 0.0111396 0.00612995 0.00271556 0.00374213 0.0074563 0.0123063 -0.00150659 0.00506518 0.00155933 0.00666886 0.0131526 -0.0115283 0.00441238
internal_weight=0 10773.2 8375.24 5680.19 5063.7 3208.78 4460.88 2428.88 2695.05 3967.8 2397.99 710.998 3408.79 616.491 1705.69 723.191 493.082 476.861 2176.86 1984.05 1658.79 739.191 779.9 1211.53 1231.93 225.422 602.819 1101.01 122.068 1540.75 359.178 247.241 909.504 194.572 532.659 1118.22 176.872 168.134 422.532 615.41 77.2411 538.169 342.102 342.813 636.741 315.991 277.437 109.602 260.006 559.014 302.024 240.173 167.835 123.781 92.6744 64.8566 65.8755 78.444 604.675 61.5098 230.787 528.365 347.876 40.4841 443.3 143.075 114.779 55.0163 785.021 413.697 323.294 67.8206 251.439 223.904 211.622 371.014 264.369 925.363 335.979 128.391 561.628 406.651 154.977 46.0151 136.95 255.474 348.271 307.392 94.2343 43.6713 246.33 202.232 88.6989 439.585 589.384 182.439 111.705 103.224 515.818 98.5844 300.224 129.207 74.2572 50.9765 142.137 55.3723 108.375 64.1 36.7287 488.988 93.3578
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is_linear=0
shrinkage=0.0227381


Tree=96
num_leaves=112
num_cat=0
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split_gain=123.132 49.8515 58.5514 49.7946 38.4413 37.8152 26.9813 24.7804 26.6664 25.3502 25.1991 23.8514 23.8997 23.4109 23.1965 22.9217 21.2468 21.204 21.0483 20.7891 20.9938 20.7054 19.7835 19.5327 19.2693 19.2349 19.1704 19.0224 18.6542 19.0893 18.2434 17.6699 16.49 16.2613 18.5978 16.0992 15.8802 15.0111 15.3597 14.9509 14.8605 13.9476 13.4623 13.3975 13.2603 13.1979 14.1577 15.3857 13.1662 13.2667 13.0699 13.0583 12.9859 12.954 12.9072 17.1042 13.8979 12.863 12.8114 13.6035 12.7782 12.599 12.5827 16.3912 14.289 12.3776 11.791 13.5971 12.1394 11.7375 11.7203 11.9018 11.4701 11.9056 11.4658 11.3852 14.8733 11.3847 11.312 11.269 11.2107 11.1931 11.18 11.088 11.0655 11.0536 10.7794 10.7553 10.647 10.4754 10.1433 10.1999 9.97334 9.91901 9.88864 9.83002 9.64101 9.48441 9.3776 9.49678 9.15933 9.10568 9.03745 9.40903 9.03656 9.03086 8.90013 8.89187 8.68101 8.46269 8.59641
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decision_type=10 8 2 10 8 2 2 2 8 2 8 10 10 2 2 10 10 2 10 2 10 10 10 2 10 2 10 2 2 8 2 10 10 10 10 10 10 8 2 10 8 10 10 2 8 10 10 10 10 10 10 2 2 8 2 10 10 2 10 8 10 10 2 10 2 2 2 10 2 2 2 8 2 10 8 10 8 2 10 8 2 8 10 2 10 10 10 10 2 8 2 10 8 10 10 10 10 8 8 10 10 10 8 2 2 8 2 8 10 2 10
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Tree=99
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decision_type=8 10 8 2 2 2 2 10 2 8 2 10 8 10 2 8 10 10 10 8 10 10 8 10 10 8 10 8 10 8 10 8 2 10 8 10 2 10 8 8 10 2 10 2 2 10 2 10 2 2 8 8 8 8 8 8 2 10 10 2 2 10 8 2 2 10 8 10 10 10 2 2 2 8 10 10 2 10 8 10 8 10 10 8 8 8 2 2 8 2 2 2 2 10 10 8 10 2 10 2 2 10 2 2 2 10 10 2 2 2 2
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leaf_count=105 595 497 2315 321 1573 967 291 264 8406 158 11272 259 1245 4418 2644 23831 101 213 199 6937 429 323 845 2285 1030 6735 319 378 616 2976 1152 410 120 271 1568 224 591 1259 10262 821 181 1019 5182 745 148 103 692 139 179 1738 558 518 242 4283 4485 158 9872 697 507 1159 651 225 8961 155 173 241 98 128 412 499 306 730 285 901 1918 465 1565 1796 8022 323 178 450 162 3598 453 1702 1224 1239 344 904 417 175 15321 133 337 1088 432 659 1120 238 505 1446 4193 355 1033 431 663 272 137 1486 792
internal_value=0 0.00152376 0.00102872 -0.00296703 -0.00167821 0.00154838 0.00203899 -0.000683094 0.00271541 0.00543356 -0.00166696 -0.00221734 0.00356981 0.000246451 0.00436283 0.00532588 3.94525e-05 -0.00013642 0.0019555 -0.000792971 -0.00373399 -0.0066484 0.0105978 0.000493804 -0.00306039 -0.0020719 0.00632629 0.00453474 -0.00593354 0.00527437 -0.00456317 -0.00589319 0.00481119 0.0010196 0.000932762 0.00799246 0.00241497 -0.00703978 -0.00937713 -0.0029793 -6.23268e-05 0.00112577 -0.00528781 0.00565551 0.00889755 0.0115099 0.00450605 0.0187458 0.00570345 0.00734434 0.00211346 8.36419e-06 0.00414873 0.00204303 -0.00596572 5.2977e-05 -0.00660428 0.00897076 0.0157929 0.00340821 0.00258606 0.0052275 -0.00758692 -0.00450531 -0.00501231 0.00576382 0.0175694 0.0204671 -0.00035096 -0.0043525 0.000287245 0.00195937 -0.00355192 -0.00277192 -0.00172497 -0.00170066 0.00302456 -0.0107944 -0.0126633 -0.00439576 -0.00132368 0.00326878 0.00884349 -0.00812223 0.0146237 0.00332616 0.0020523 0.0023334 -0.00336565 0.0139656 0.0239927 0.0273262 -0.00418644 0.00306431 0.0121158 0.0070007 0.0130992 0.00656066 -0.00342854 0.00321818 -0.00818197 -0.00873584 -0.00594299 0.00258701 -0.00653773 0.00294145 -0.00720721 -0.00285926 0.00379424 -0.00749295 0.0085322
internal_weight=0 9810.52 8903.23 4162.4 3092.32 8032.59 7251.55 2654.8 6259.84 362.467 2292.34 991.711 4742.69 915.843 3826.85 2967.05 1517.15 1617.53 944.583 1393.98 870.631 1070.08 128.873 815.71 672.945 1127.17 907.291 686.237 590.146 254.825 724.005 616.577 56.9947 859.798 280.484 57.3713 298.525 559.582 384.675 781.043 398.049 527.372 674.808 203.269 123.169 221.054 266.809 59.4018 614.477 482.01 172.859 161.168 110.143 760.295 464.338 40.5685 571.718 148.679 59.6753 89.0032 286.171 207.271 437.517 145.643 71.7598 126.635 63.9426 56.6786 132.467 394.82 52.8023 103.09 106.568 41.9675 560.885 174.907 96.217 346.073 275.367 95.2559 239.178 113.697 70.4513 428.979 70.3663 381.729 347.24 69.471 54.5902 180.486 48.7136 41.6665 615.574 16.809 33.0931 186.127 54.3684 29.683 155.325 57.5339 155.547 394.215 382.994 43.3017 111.878 107.428 78.6901 62.0262 36.5107 80.382 54.2228
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is_linear=0
shrinkage=0.0227381


Tree=100
num_leaves=112
num_cat=0
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split_gain=119.092 51.5242 47.1277 42.1619 40.6076 38 34.8944 29.8825 31.6478 25.8125 25.5644 24.698 23.7169 22.4673 22.0317 25.58 21.1562 20.9269 20.4354 20.317 20.234 19.9888 20.1345 19.4589 19.2583 18.791 18.75 18.2911 17.4026 17.3449 16.9208 16.8609 16.6051 16.3106 16.2768 20.4062 15.729 17.4384 15.5668 15.1724 14.9571 14.9009 14.4405 16.0186 14.0923 14.5242 14.0815 13.8756 13.7286 14.9082 13.4022 13.3508 13.2588 14.1603 13.1183 16.8944 12.9018 12.7256 12.8027 12.6052 13.2739 12.4853 12.3535 12.3061 12.1608 12.6631 12.0204 13.6544 11.9723 11.9364 11.9127 11.8297 11.7253 11.687 11.9049 11.6709 11.5263 11.52 18.9472 11.638 11.352 11.1759 14.5485 11.105 10.9434 10.8762 10.817 10.7677 10.7552 10.7414 10.7351 10.7102 11.2635 10.5558 10.4427 11.449 11.446 11.4094 10.4379 10.4065 10.3505 10.3426 10.3026 12.2683 10.1084 9.95035 16.4934 9.8313 9.80766 10.6553 9.5021
threshold=0.55765424239241146 1.0000000180025095e-35 16.500000000000004 21.682178932178939 46.542094455852158 0.85806508221144584 2.5000000000000004 26.402464065708426 27.500000000000004 0.99999641231237979 0.66724336793540961 37310.850000000006 -434.49999999999994 -1815.4999999999998 0.99800586509801137 98.500000000000014 1056.406037946429 0.0089488375137361572 0.74846916957530363 0.038973100553900832 0.52783738674296632 0.52786377708978338 0.75941595401246487 0.16194155818220596 0.93360881542699736 0.24621212121212124 -4110.4999999999991 4.5000000000000009 0.036607392811582901 8705.1075000000001 1.2008771929824562 3115.3387500000003 0.66725618852682678 -0.0067808940075337878 15180.750000000002 -193.49999999999997 0.075345426553768274 1.2836203931203933 -0.0040694833733141414 0.22730167501966023 0.99999851894022751 0.68010218405719336 0.23535982617446513 -0.0016599212540313599 12494.103750000002 0.9769500000000001 -837.97916666666663 0.72729669532545838 0.15894736842105264 0.07665000000000001 -0.0087968599982559664 -245.49999999999997 0.21406620307699828 -891.4142857142856 649.79074142724755 13.611525704809289 0.014235346112400295 0.019550000000000001 0.4893563484713756 0.21664225618468358 0.39401733207767814 40.461327857631765 206014.10250000001 0.026550000000000001 22.550505050505055 -0.0054788286797702304 0.38702020243145335 0.94469928644240586 0.83472349115055799 12736.658125000004 256545.00000000003 1.5000000000000002 4944.7687500000002 0.43894812254332355 -2494.4999999999995 0.87891006842619757 406.25833333333338 0.14155117715812324 -592.95454545454538 -0.0089794113300740701 227946.13344460231 0.014541245996952059 -0.0152236339636147 0.11882352941176472 1.9999787881042728 2.5000000000000004 155042.62500000003 0.013089854735881092 0.077850000000000016 7.4846117424242431 18.500000000000004 73537.500000000015 13.500000000000002 9161.7300000000032 47.500000000000007 0.038535788535788547 0.75941595401246487 0.13510132580995562 25562.250000000004 1442841.3450000002 86321.250000000015 0.26393188854489169 0.45075009163437268 0.16356276501433151 1.0248298522996284 -771.49999999999989 3.9999651285092535 1111590.0000000002 -0.013995637651532887 1.0000000180025095e-35 219574.67305263164
decision_type=10 2 8 10 2 8 2 2 10 10 10 8 2 2 10 8 10 10 10 10 8 10 10 2 8 10 2 10 2 8 8 8 8 2 10 8 8 8 2 8 8 10 2 2 10 8 8 10 10 10 2 10 10 10 8 10 2 8 8 10 2 2 8 8 10 2 10 10 10 10 10 2 10 2 8 10 8 10 10 2 8 2 2 10 2 10 10 2 8 10 8 10 2 10 10 10 10 2 10 8 8 10 8 2 10 10 2 8 2 2 10
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internal_weight=0 10352.7 4496.89 3599.69 5855.82 2754.88 1998.68 2500.34 1292.78 5820.86 2498.21 866.923 319.766 5048.94 3511.45 2355.31 1835.58 1546.53 547.157 519.722 771.922 1215.58 844.809 1207.56 2314.07 269.255 2089.99 289.049 1537.48 277.902 997.436 482.13 1527.73 209.736 131.29 135.331 184.144 1156.15 778.3 254.54 276.742 562.254 783.097 733.452 872.945 553.564 275.047 278.517 229.533 203.349 224.078 74.5855 425.858 627.88 492.554 74.4056 450.554 640.045 42.1021 427.078 729.545 607.378 122.168 500.197 411.221 280.671 137.965 210.121 162.063 49.7013 199.556 149.802 377.846 130.55 33.1303 566.626 899.853 870.169 69.1686 50.1341 166.826 663.498 424.843 405.912 267.249 110.029 83.5811 103.512 426.499 331.223 95.276 469.719 296.251 173.468 205.388 238.655 664.539 399.32 265.219 112.362 70.9694 139.849 81.1129 47.9729 131.877 333.938 223.849 107.798 37.0741 397.038 305.889
internal_count=200887 107240 39537 93647 67703 67547 16704 60458 29616 67464 22833 18843 5889 59155 39611 24888 18234 15753 12954 6654 8309 10519 26100 30842 21633 5449 19107 2481 19544 7505 25631 3891 13922 3696 2471 2293 1200 14723 9594 7089 2270 5185 6185 6628 9602 4444 2366 2078 1741 1520 2526 821 10773 6770 5978 1403 5798 6899 985 4490 7964 6771 1193 5154 4208 2720 2978 5211 3910 1203 5851 4267 5129 1488 760 5355 7152 6953 856 579 1273 17748 10853 10437 1980 2193 1744 673 3825 2911 914 4380 2623 1757 1621 6895 9942 5882 4060 2707 1692 1745 2134 1223 1410 7883 5053 2431 868 10225 7843
is_linear=0
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Tree=102
num_leaves=112
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split_gain=103.597 56.1401 60.3847 54.1408 42.5992 40.4534 38.9557 37.7867 33.5256 27.941 24.9246 24.0489 23.9609 23.5562 23.2842 20.6835 19.6223 17.5899 17.2504 17.2274 16.6979 16.6243 16.5226 15.8751 15.5894 15.4565 15.3859 15.0354 15.1333 14.3022 13.6941 13.6437 22.1783 13.5856 13.5244 13.1036 12.9101 12.904 12.797 13.1015 12.7705 15.3749 11.9387 17.2753 13.6217 11.8963 11.8864 11.8229 11.8048 12.4111 11.7066 11.644 11.5054 11.3818 15.2877 12.4951 12.0101 11.3424 11.2926 11.2528 11.0618 10.8277 10.5401 12.2081 10.6232 10.3845 10.3182 10.2645 10.2594 10.1552 12.8276 15.3514 10.1383 12.1973 10.0452 10.017 9.9495 9.89945 9.88876 9.46838 9.41543 10.5683 9.25367 9.06747 8.96087 8.82173 13.8349 8.81654 8.79357 8.78412 8.75376 9.66284 9.17648 8.87161 8.71377 9.39537 8.66825 9.09416 8.64088 8.63367 8.54189 8.4519 8.40884 9.36111 8.28252 8.2569 8.1499 8.08347 8.07302 8.06817 7.99428
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decision_type=10 8 2 10 2 8 8 2 2 10 2 10 2 2 10 2 10 2 2 10 10 8 10 10 8 2 10 2 10 10 10 10 10 10 10 10 10 2 2 10 8 8 2 2 8 10 10 2 8 8 8 10 2 10 10 10 10 10 10 10 10 2 2 10 2 8 8 8 2 10 10 2 2 2 2 10 10 8 10 10 10 10 2 10 2 10 10 8 2 8 2 8 10 8 2 10 10 2 2 2 2 8 2 2 2 2 8 10 10 8 2
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leaf_count=118 16462 6199 2485 713 182 250 2943 12373 779 3217 396 290 435 2484 420 25520 526 2064 5516 421 674 516 375 427 150 573 14117 4566 496 365 1083 827 1054 434 629 138 407 314 177 273 555 235 569 150 7096 982 245 307 436 352 299 260 1599 827 354 293 400 409 266 334 3467 804 2644 331 660 412 538 1761 445 3116 964 643 1060 309 572 5293 125 1995 270 152 1641 3502 156 537 19860 205 459 1611 277 551 582 1546 237 681 1412 1065 308 643 1801 461 1831 3643 169 84 1995 1027 96 314 909 379 153
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internal_count=201052 134328 114134 76518 37616 71581 66724 65192 31898 45174 37364 25527 6371 39496 4937 28004 20018 5678 10984 7273 5718 2653 29360 5943 26380 18254 15319 5629 5062 20194 17365 5041 4214 22463 14746 3160 16091 988 2935 450 3917 1772 15385 6669 8716 1217 2309 22029 4730 534 706 4103 1995 4414 1474 1120 2940 4168 1349 2704 6100 26656 4196 892 3304 832 1907 2161 1369 21185 4723 1607 1957 744 1376 11492 456 2145 682 3369 6389 5299 1797 844 25280 1109 664 2127 567 669 3759 2365 1783 1394 22337 2477 8047 951 5268 1090 2196 16016 769 600 2370 1165 516 1644 1330 629 1213
is_linear=0
shrinkage=0.0227381


Tree=103
num_leaves=112
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decision_type=8 10 10 8 2 10 10 10 8 8 8 10 10 10 2 2 10 8 10 8 8 8 10 8 2 8 10 8 2 2 10 2 2 2 8 10 2 8 8 10 8 8 2 10 10 10 10 8 2 8 8 8 10 10 8 8 8 10 2 10 2 10 10 2 8 2 2 10 2 10 2 2 10 8 10 2 2 2 8 2 2 10 8 2 8 10 10 2 2 10 2 2 10 8 10 10 8 2 10 2 2 2 2 2 2 8 10 2 2 10 10
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leaf_count=627 10722 146 366 5477 608 254 565 1295 4710 196 4933 275 10350 17130 9005 604 97 14309 2687 1130 212 1634 420 3148 7739 24195 188 174 242 518 801 2763 10662 557 158 95 1402 405 1768 712 1146 225 956 271 283 263 1100 114 321 318 983 6922 177 1627 365 282 143 527 180 778 266 195 54 1068 1116 370 599 437 152 149 444 1030 95 1406 232 911 305 292 1089 245 255 5064 210 385 156 224 112 774 218 612 433 207 125 532 257 354 913 561 696 527 226 2656 9674 127 242 2609 164 977 308 494 363
internal_value=0 0.000546366 -7.50435e-05 0.000424682 -0.00136164 -0.00579363 0.00768103 0.00203486 0.00125808 -0.0029594 0.00141972 0.00231369 0.00215346 0.0012423 -0.000715537 0.0111058 0.00517212 0.00369702 0.00457021 0.00293077 -0.00585525 -0.0025562 -0.00173644 0.00397403 0.00592897 -0.00401104 0.0139563 0.0182294 -0.00314053 0.000195363 0.00697832 0.00947602 -0.0036375 -0.00347747 0.00880227 0.0211152 0.0226876 0.00141564 -0.0102153 -0.00277954 0.0040162 0.0215893 0.00284331 0.00424591 0.00700754 0.0020568 -0.00818387 0.00434788 0.0136416 0.00265532 -0.00434844 -0.0089015 0.0246531 0.00452611 0.016854 0.00225254 0.00472073 -0.00560699 0.00797913 0.00442734 0.0107991 -0.000520019 -0.00672332 -0.0065066 -0.00362766 -0.00922302 0.0068392 0.00952926 -2.80471e-05 0.00381539 0.00175429 -0.0051769 -0.000600281 0.000575286 -0.00171914 -0.000192389 -0.00341866 0.00501059 -0.00595074 0.00057029 0.00802728 -0.00728976 0.00448944 0.00280292 0.0186533 0.0171173 0.0208724 -0.00391502 -0.00698186 -0.00309465 0.00198336 0.00870665 -0.00831634 -0.00147973 -0.00286089 -0.00353406 -0.000568997 -0.00567585 0.00366548 -0.00169322 0.0138639 -0.0098868 -0.0116132 -0.00761532 -0.0089258 -0.0100069 -0.011298 0.0102898 0.00515372 -0.00455359 0.00449762
internal_weight=0 12762.5 11747.8 10820.3 5130.2 1179.33 1014.69 5690.07 1944.24 3185.96 616.362 5547.32 5504.29 4237.4 2360.67 625.45 1266.89 1876.73 1232.69 1439.17 927.497 476.171 621.263 1262.18 828.6 2569.6 435.564 226.207 2138.54 433.581 262.801 212.934 2012.6 505.064 209.358 183.129 170.805 384.431 558.07 353.561 90.6862 34.2016 126.552 189.886 150.615 389.238 431.06 283.004 43.3485 206.528 176.992 415.852 154.713 125.942 65.0709 239.655 184.347 378.513 132.381 144.287 58.6197 85.667 236.832 269.643 196.574 451.326 118.601 99.5229 350.032 163.555 70.3589 262.875 60.9117 130.551 117.96 116.206 186.477 41.1317 145.345 65.9449 39.2205 308.154 43.0781 63.7594 35.7634 35.742 50.8555 106.235 83.3499 87.9264 55.8807 31.5059 142.749 54.2956 101.123 51.9666 151.54 67.3678 84.1724 89.621 33.004 433.975 320.197 230.836 206.519 195.619 180.418 114.77 17.3511 113.778 25.4031
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is_linear=0
shrinkage=0.0227381


Tree=104
num_leaves=112
num_cat=0
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split_gain=97.5816 48.3765 37.5707 33.6051 34.9859 33.279 32.6648 29.0038 27.9656 27.5341 27.9172 23.8439 22.6508 22.0291 19.9021 21.2075 19.3223 19.2246 18.9859 18.9566 18.8046 19.2559 18.7987 16.6695 16.6044 16.4151 19.4316 16.116 15.3632 19.3424 16.9685 15.176 15.1699 18.0324 15.0446 14.8584 14.8128 14.5072 13.8059 13.7723 13.6103 13.7299 13.5583 13.2757 13.2732 12.9519 12.931 12.706 12.6087 13.8589 12.5801 12.4957 12.3326 14.3407 12.3195 15.6874 12.2849 11.9772 11.9315 11.574 11.4771 11.4367 11.3309 11.2494 14.784 11.2444 12.982 15.9223 11.1 14.1725 10.953 12.2182 10.9511 14.7146 10.8327 10.8086 10.7914 10.7243 11.9188 11.2822 10.6251 10.4978 10.4828 10.373 10.3353 10.2407 12.0986 12.2632 11.1457 10.1294 10.0023 9.94184 9.8945 9.8438 9.76806 9.71122 11.4894 10.4451 9.66158 9.45015 9.43109 9.43108 9.30532 9.18703 8.88966 8.65843 8.49522 9.134 8.41024 8.38683 8.31479
threshold=0.56064568336053766 0.93199241823269008 -127.49999999999999 8898.7500000000018 16.889898989898992 0.24970849343815835 10024.383750000003 38.517453798767974 20013.750000000004 12.500000000000002 1.0000000180025095e-35 18.750939849624064 0.74149034986583784 0.0482779216254395 33394.556250000009 23.500000000000004 15.500000000000002 0.34156504065040655 0.1622776622776623 6.5000000000000009 0.23674560120560997 0.29520697167755999 0.022683124057948593 2.5000000000000004 0.022568772546947006 19.500000000000004 2133819.0000000005 6.5000000000000009 1.5000000000000002 0.16040904623465937 13497.750000000002 0.06179442841568681 31.500000000000004 -795.49999999999989 -969.49999999999989 12.743050193050195 -0.016096752136945721 0.25268995789022891 263.9285714285715 0.013295077247616334 0.1131054349243641 0.41801075268817212 0.060900000000000003 -13997.499999999998 18.261116600790519 0.24133688114853255 0.007106895830417838 0.078250000000000014 -2500.4999999999995 8354.2500000000018 0.15490285357656572 0.027050000000000001 0.17830528268865134 -13187.499999999998 0.010492173489183189 0.43706507013074869 37.137577002053398 -0.066675771027803407 0.99999857580637508 14723.958401913877 -0.023170010186731812 0.12517216664682104 1038.9935217391308 26.92265571526352 -0.017658725380897519 0.60357142857142865 0.12772550799022311 0.84419841466833312 -0.00041320061427541072 9767.853000000001 211581.67500000002 146657.25000000003 0.0052149801049381503 19.500000000000004 25.522774327122157 0.078250000000000014 0.13962038303693572 11.917517006802724 -0.015241072513163088 -0.003146450966596603 -0.010467064101248978 -0.010363175068050621 4.5000000000000009 0.0070194511208683261 0.64309862880128565 0.089725595226736135 0.044475015252828605 9.5000000000000018 0.010449586901813747 0.021180331707000736 -0.013659005519002674 -3100.4999999999995 659162.25000000012 0.009980649687349798 0.23205128205128209 28262.250000000004 17.680277777777782 0.98685000000000012 0.0067071774974465379 18348.414750000004 -0.018214101903140541 1.0000000180025095e-35 -0.0033824432175606485 20409.750000000004 0.82330821106427521 0.86325691661902104 0.06585000000000002 21143.250000000004 24.93527440301634 -7368.4999999999991 0.36899313501144165
decision_type=10 8 10 10 8 10 10 2 10 8 2 10 8 10 10 8 8 10 10 10 8 8 2 2 2 10 8 2 2 2 10 2 10 10 8 10 2 8 10 8 2 8 10 2 10 8 8 8 8 10 8 10 10 2 2 8 2 2 8 8 2 8 10 2 2 8 2 8 2 8 8 10 2 8 10 10 10 8 2 2 2 2 2 2 10 10 2 10 2 2 2 2 10 2 8 10 8 10 2 10 2 8 2 10 10 8 10 10 10 2 10
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is_linear=0
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Tree=107
num_leaves=112
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decision_type=8 2 8 8 8 10 8 10 10 2 10 8 8 8 8 2 2 10 2 10 10 2 8 8 10 10 10 8 2 10 10 8 8 10 10 10 10 2 2 10 2 8 8 10 8 10 10 8 10 10 10 8 8 2 2 2 10 2 10 2 2 2 2 8 8 2 8 10 2 10 10 10 10 10 10 10 8 10 8 2 10 10 8 8 8 10 10 10 2 10 8 10 2 10 8 10 2 10 10 2 10 2 2 8 2 10 8 10 2 10 2
left_child=2 34 3 6 42 8 29 15 10 30 12 20 53 14 108 47 23 -10 19 21 32 22 26 38 25 39 -8 -27 -24 94 -7 109 33 72 51 55 -35 56 105 -14 81 96 -5 61 -45 46 -22 -4 74 -50 -31 87 -32 -3 -40 -36 57 58 59 -11 -48 63 -63 64 -18 -57 -67 -44 -47 80 79 -43 -6 -37 -26 76 77 -39 -78 -71 -12 101 -25 84 86 -86 98 89 -89 -2 -91 92 -13 -64 -1 107 -23 -42 -16 100 -19 -15 104 -104 -103 106 -17 -96 -9 -21 -46
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leaf_count=88 3192 1515 635 1100 9572 1443 1059 95 1418 2240 1310 776 37278 648 88 123 486 1095 1570 180 241 127 2761 263 1597 932 9852 3976 846 1834 255 971 464 6905 462 3524 2448 128 214 5067 1033 2234 5347 742 3777 140 114 1749 994 1586 251 13741 1617 375 190 128 1180 1144 579 1460 910 616 719 3724 1602 133 345 219 488 112 166 249 1220 2312 651 574 589 234 1003 718 129 880 1926 14743 306 95 270 1085 6269 201 389 1343 148 357 1025 245 477 282 613 622 575 493 797 619 779 935 120 134 229 109 907
internal_value=0 -0.00262906 0.00124273 0.00232624 0.000646573 -0.00128397 0.00413782 -0.000494902 -0.00233479 0.00286006 -0.00298636 0.00169158 -0.00356264 -0.00226166 -0.0037483 0.00133979 0.00212335 0.00519292 0.00494221 0.00543264 0.00227869 0.0059195 0.00687389 0.00654023 -0.00402287 -0.00468931 0.00544802 0.00146462 0.0103103 -0.00133281 -0.0048872 -0.0026086 0.0016125 0.00189087 -0.0064102 -0.0018582 -0.000259697 0.00529327 0.00104385 -0.0054409 0.00119477 0.00178781 -0.0036972 0.000675556 -0.00214359 0.00797142 0.0111863 -0.00512383 0.00192006 -0.00308799 0.00240081 -0.00785425 0.00106115 0.0065672 0.0102726 0.00840721 0.00762646 0.00925173 0.0118767 0.0137918 0.0140089 0.0023692 0.00699624 0.000869868 0.00460959 0.0159543 0.0216153 -0.00506895 0.000349199 0.00547451 0.0122071 -9.40945e-05 0.00349421 -0.00434605 0.00714943 -0.000678146 0.00234732 0.0137131 -0.00127819 0.0164493 0.000348992 -0.00066864 0.0102399 -0.00421768 0.000712558 0.00943076 -0.00361107 -0.00508858 -0.00754015 -0.000583147 0.0115425 -0.00523398 0.000470095 0.0113613 -0.00631317 -0.00777803 0.00935068 0.00681675 -0.00739146 0.0101088 0.00518397 0.000943388 0.00250121 0.00624435 -0.00172242 -0.00293936 0.00707577 -0.0104905 0.0124488 0.00895664 -0.00396527
internal_weight=0 4123.01 9756.4 6007.48 3123.29 3049.66 2884.19 3748.92 2435.77 613.89 2246.5 2521.85 2107.91 1908.8 1334.22 1840.12 1646.32 189.261 2515.19 2354.94 2330.09 2222.64 1800.93 398.954 2021.26 1819.08 1288.52 197.097 512.411 369 144.651 132.301 2095.85 2054.5 1073.36 263.236 880.576 469.239 164.941 1621.99 574.583 421.71 601.443 1247.37 467.277 234.232 161.917 193.802 202.18 105.074 213.442 810.12 85.4857 86.6472 45.6341 47.3595 335.693 286.748 227.205 200.878 132.007 780.089 183.198 596.891 229.513 27.1727 21.2523 505.496 72.3146 138.593 54.7695 344.482 1173.92 215.877 97.1066 133.546 109.395 20.6705 88.7242 45.4242 83.8237 437.235 234.013 1302.82 165.368 51.4559 113.912 413.093 263.772 149.321 22.2744 191.761 82.1369 116.922 155.558 146.743 77.2282 137.347 82.5389 122.434 85.0466 355.902 299.868 156.796 143.071 119.307 26.1431 117.309 31.3951 31.4257 375.697
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is_linear=0
shrinkage=0.0227381


Tree=108
num_leaves=112
num_cat=0
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split_gain=77.6727 94.1718 60.7493 42.7061 45.7963 39.3746 34.8797 34.6276 31.6228 25.9775 23.3197 22.002 21.2662 21.1888 20.3003 19.9801 19.6393 19.4284 19.2618 19.2487 18.938 17.9148 17.5075 18.7182 17.0915 15.7901 15.7376 15.5921 15.5245 15.4175 20.7872 15.1046 14.4182 20.5444 14.9569 14.2208 14.3088 13.7464 17.3324 14.0537 18.9532 13.7106 13.5134 13.4066 12.8471 12.8552 12.8193 12.8154 12.6295 14.1863 12.3522 12.0127 11.9932 11.9363 11.427 15.4368 11.2509 10.5713 10.4636 10.5716 10.4244 12.8489 11.6725 10.4225 10.3486 11.578 11.8176 10.2448 13.3182 10.1734 10.2173 10.1509 9.9976 9.86995 9.83148 10.1761 9.669 9.60548 9.5865 9.45712 9.34935 9.31901 13.721 9.28035 9.24895 9.09833 8.9355 8.93067 8.92959 8.92676 11.9326 9.49664 9.26986 9.76993 8.92171 8.70383 15.4976 11.0016 10.1676 8.62795 8.53864 8.4811 8.42199 8.33524 8.08588 8.07547 8.0089 7.90167 7.89218 7.88787 7.81404
threshold=0.092722347604156083 0.078947903186499968 0.079919224166597122 0.93312001893638186 253.88138781055906 0.10573591189219382 16.500000000000004 1.5000000000000002 0.07951082231178179 -1740.4999999999998 17.789798570500327 -4040.4999999999995 0.10060873148630907 1.0000000180025095e-35 0.98935000000000006 -0.019810002297163006 1604.7975000000004 1.0000000180025095e-35 9.5000000000000018 -608.48076923076917 297095.53500000009 850542.75000000012 24752.250000000004 451282.50000000006 2.5000000000000004 -8497.4999999999982 0.016304445452988151 0.79472998958584851 26.92265571526352 128347.76931818183 0.9769000000000001 0.92424579094982273 0.075095302784169191 38.500000000000007 -0.01737349200993776 0.038610614192009549 0.64332964646245316 7.2119396908286886 0.10427459749275746 178459.35000000003 -204.49999999999997 0.011050406843423845 229297.50000000003 1.016901467396538 0.055042732378634447 0.0056604999999999512 0.011249054688960316 0.98735000000000006 32.841889117043131 -0.022438004612922665 72.500000000000014 0.45433225430450053 29783.250000000004 0.21478580688210355 -2872.4999999999995 0.075050000000000019 0.87426097566636829 1.0300101316462575 -92.499999999999986 1.0000000180025095e-35 -0.082324657589197145 -0.0042574061080813399 33.500000000000007 39201.750000000007 0.034865761175751693 41627.625000000007 0.14500000000000005 0.097402690123269145 0.84184025575546728 -0.0076646259985864154 0.97545000000000004 0.0064936765250983644 -1605.633333333333 4.1116780045351478 59.500000000000007 0.0077636342030018577 0.28246169617917621 -213.58333333333329 0.14585000000000001 70893.356250000012 0.019892946816980842 0.35385348001065037 13.900704225352115 -540.49999999999989 138804.30000000002 0.033423012122511871 1.0000000180025095e-35 -0.016250185668468472 45011.700000000004 0.62029351274903821 -0.025447120890021321 0.80331526853702273 22503.890924643991 -0.03017712943255901 -2389.4999999999995 8705.1075000000001 -0.024432564154267308 9.3358974358974383 8576.014500000003 -0.017037869431078431 0.12489564077358306 44.557152635181389 716.50000000000011 0.024850000000000001 27.500000000000004 44.245037645448328 0.31600000000000006 337502.25000000006 21827.250000000004 5.4006578947368427 0.022897675633430484
decision_type=8 8 10 10 10 10 8 2 10 8 10 2 8 2 10 2 10 2 10 8 8 10 10 10 2 2 2 10 2 10 10 10 10 10 2 8 8 2 8 10 10 2 2 8 2 2 2 10 2 2 10 10 10 8 2 8 8 10 10 2 2 2 8 10 2 8 10 8 10 2 10 10 8 10 8 2 10 10 10 8 2 2 10 8 10 2 2 2 10 10 2 10 10 2 2 8 2 8 10 2 10 2 10 8 10 2 8 10 10 8 2
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is_linear=0
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Tree=110
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is_linear=0
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Tree=111
num_leaves=112
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decision_type=10 2 8 8 8 10 10 2 10 10 10 8 10 10 8 2 10 10 10 8 10 8 8 10 10 10 10 8 10 10 2 2 8 10 2 10 8 2 2 2 10 10 8 10 10 2 2 2 10 10 8 8 8 2 10 2 8 2 2 2 2 2 2 2 8 8 10 8 10 10 10 8 2 10 10 8 2 2 2 8 10 10 10 2 2 2 8 10 2 10 8 10 10 2 2 2 2 2 2 10 8 2 10 8 8 10 10 2 2 2 2
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leaf_count=7593 665 3779 291 132 944 698 1586 1630 7458 596 111 297 503 273 6840 4990 677 995 1132 1181 7558 4339 294 256 3988 293 1144 872 862 616 15770 733 2585 817 1968 499 4156 1037 10126 8915 425 215 1160 286 216 161 11690 609 783 156 173 149 249 265 750 351 689 1035 164 464 1140 4994 1075 784 2658 2882 2615 4343 1397 165 905 13835 360 246 580 714 465 545 177 448 535 86 4831 401 5728 194 1711 192 1278 602 90 331 511 514 370 105 665 415 382 204 171 427 371 1691 2150 1388 532 197 193 441 5025
internal_value=0 0.000971916 0.00182246 0.00229503 0.00374799 -0.00355705 -0.000194568 0.00459803 0.00365691 0.00107895 -0.00165114 -0.00215862 -0.00101811 0.00155509 -0.00581416 0.000400271 -0.00369455 -0.000167687 0.00534603 0.00536401 0.00454108 -0.00638155 0.00012332 0.00741678 0.00864041 0.00953526 -0.000838112 3.16909e-06 -0.00632535 0.00136554 0.000764328 0.00351848 -0.00335437 -0.00381811 -0.00117739 0.00909351 -0.00564521 0.0141393 -0.00548918 -0.00433957 -0.00858478 0.00802918 0.00615124 -0.00383299 0.000876985 0.0116291 0.000652529 -0.00207323 -0.00197515 -0.00343446 -0.00456734 -0.00737884 0.00845289 0.00836277 -0.00225476 0.0043994 0.0113276 0.0090092 0.0159666 -0.00415995 -0.0023071 -0.00304428 0.0129707 0.00381439 -0.00144684 -0.00820133 -0.00644837 -0.00513004 -0.00301734 0.00941958 -0.00290246 -0.00363813 0.00406466 0.01003 0.0161644 0.00699876 -0.00441695 0.00312941 0.0216634 0.0273243 0.00590939 0.00917183 -0.00444921 0.0117369 -0.000579959 0.0113064 -0.00326449 0.00802969 0.00186907 0.00753285 0.00713922 0.00629206 0.0123759 0.00378246 0.00961604 0.0162791 0.00554294 0.011709 0.0165685 0.0215064 0.0143448 0.0174719 0.00298001 -0.00233069 -0.000750028 0.00172263 0.00850821 0.00224534 -0.00153289 0.00642255 -0.00893572
internal_weight=0 11607.7 8767.44 8080.33 5099.72 2283.71 2980.61 4328.1 3259.55 2260.79 2840.29 2667.39 771.623 1468.25 1367.13 2076.39 687.104 916.578 222.13 1791.3 1599.48 1309.81 1126.42 1068.55 897.804 152.292 1011.14 347.214 121.538 1734.91 1618.45 225.676 541.417 1540.97 635.959 116.461 905.013 105.699 1192.59 990.581 317.42 115.278 583.316 69.8379 170.746 33.8008 1318.02 852.028 694.448 457.086 491.458 339.89 30.9923 184.4 673.161 230.206 140.932 150.236 85.8471 719.819 136.945 630.79 314.488 140.194 278.096 214.957 836.47 675.525 445.027 69.5046 634.683 596.37 77.5074 48.3391 33.9428 59.7654 341.478 64.7153 52.1115 35.5214 172.899 122.067 426.093 191.814 368.057 109.79 711.834 42.3709 191.105 75.3466 162.437 57.3204 34.8528 68.5428 41.4441 26.512 159.114 91.6174 57.0009 18.9896 87.6118 70.7002 43.3817 504.861 399.434 280.406 153.865 70.1796 43.468 29.5932 296.508
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is_linear=0
shrinkage=0.0227381


Tree=112
num_leaves=112
num_cat=0
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split_gain=74.9373 53.9606 54.7316 35.6536 33.4304 30.5726 32.2688 28.4182 27.3382 24.6974 24.6512 24.186 20.5881 18.9343 18.2678 17.9861 17.7867 17.7045 17.5359 16.3478 16.1825 15.9833 17.0457 17.95 18.5872 15.5432 15.4013 15.3785 15.0835 18.9249 14.5243 18.621 15.2041 14.3499 14.0404 15.416 13.8761 13.6915 13.5628 13.5074 13.2885 13.2849 13.2184 13.1457 14.7748 13.6234 13.5319 13.1213 13.1042 12.7654 16.4986 15.9153 12.6436 12.4806 12.3769 15.733 15.2204 12.3232 12.1575 12.1464 12.1181 14.6688 12.0163 11.7407 11.6916 11.661 11.5938 11.5804 11.5376 11.316 11.1815 11.0989 11.2051 10.9223 11.8882 11.6559 10.8852 12.5514 10.8022 10.7117 10.6887 16.6533 11.2233 10.9171 10.6683 10.4797 17.3317 10.5402 10.4228 10.2949 10.3327 10.2799 10.1066 9.96682 9.94126 9.92237 9.78608 9.43507 9.51664 9.13329 11.6457 9.09483 9.17833 9.00253 8.98204 8.83142 8.78931 8.75574 8.62348 8.44412 9.38247
threshold=0.079919224166597122 1.0000000180025095e-35 0.47315231611881597 1.0000000180025095e-35 17.417424242424246 -15167.499999999998 0.30316001572747964 0.031945000000000008 0.57113938692886068 0.10764492221881393 0.076150000000000009 0.12356776374554239 -282.49999999999994 0.31535976747824979 0.87905964737602271 0.267948717948718 0.021786595785076895 0.041006000000000008 22.500000000000004 32.004854368932051 0.99999778408012618 -10122.499999999998 12.500000000000002 13.500000000000002 27.500000000000004 29103.750000000004 -2509.4999999999995 0.87827107664737547 0.11011195085478723 391531.50000000006 7897.6425000000008 0.19139194139194141 0.17687575974585232 -0.011620637960731981 -324.49999999999994 0.8256822574371353 344259.00000000006 0.50350093358326176 -0.054871520027518265 20.968911082474232 0.55660947133066807 -1554.4999999999998 675002.25000000012 -303.49999999999994 -0.034771619364619248 0.59381441970997451 0.094056375471857093 0.43826219512195125 0.013502484319404418 0.065948120618995645 17.513899613899618 41.023809523809533 0.024450000000000003 0.23470221081125317 0.0026567528257146482 47.500000000000007 -0.016790428198873993 22623.750000000004 1575022.5000000002 2.1984170472503748 1.0184806173279692 0.32346017007203892 0.91320820023361149 -0.052171409130096429 -0.0067378368694335214 -24.499999999999996 1.0663946420300114 0.91736272254372697 860824.4175000001 0.72255204840516762 0.66985422393433802 0.015075356699526312 -896.49999999999989 50.500000000000007 24.365503080082139 261450.00000000003 0.75941744935275601 1.0000000180025095e-35 3.5000000000000004 0.23674560120560997 10.500000000000002 3.5000000000000004 -2.4999999999999996 0.18276975360825723 0.88338865015017731 0.55622047556236198 97.500000000000014 0.0030565040651708846 0.87905964737602271 46.500000000000007 11.389846743295022 25.500000000000004 -0.018920456990599629 0.027149970909385569 0.86325578270112413 0.014326744712889196 0.35097307888190293 9.5000000000000018 0.03815000000000001 -1193.4999999999998 0.158804331701528 95958.270000000004 -0.0020498500671237703 0.92660881661546901 3.5000000000000004 0.20887321633590292 11.765165441176473 0.080774112354767821 34247.625000000007 8.7703296703296729 0.42710000000000009
decision_type=10 2 8 2 8 2 10 2 8 2 10 10 8 10 8 10 8 2 8 10 8 2 8 2 8 10 8 10 8 10 10 10 8 2 10 8 10 2 2 10 2 10 8 10 2 8 8 10 8 8 10 8 8 10 2 8 2 10 10 2 10 8 8 2 2 10 10 8 10 8 10 2 8 10 2 2 10 2 2 10 8 10 10 10 10 10 8 2 10 10 10 8 2 2 10 2 2 2 10 8 10 10 2 10 10 10 8 10 8 8 10
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Tree=115
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split_gain=67.6797 46.1623 35.3547 35.051 34.7666 31.6361 29.9396 27.1709 23.1994 22.1781 20.4624 20.2557 18.0931 17.9104 17.8071 17.2363 20.3526 16.6615 16.3156 16.0505 15.688 15.3831 14.9972 14.8715 13.9601 14.9009 13.7322 13.6805 13.6698 13.8534 13.3944 13.2795 12.5 12.4395 12.1281 12.1273 11.9123 13.999 13.0572 11.783 13.3119 11.6262 11.7041 11.5319 11.3867 14.8329 11.3804 14.2223 11.3053 11.253 11.2498 11.1715 11.1281 11.0506 11.0367 12.077 11.1739 11.0358 11.0071 10.9053 10.8751 10.6329 10.5597 10.3648 10.2701 12.8283 12.1277 11.4687 10.8438 12.4566 11.9526 10.2655 14.6237 10.2434 10.2361 9.97714 9.95004 9.81443 9.76254 10.0587 9.66265 9.63492 10.1849 9.48431 9.47761 10.2061 9.45722 9.22701 9.46811 9.09504 9.00075 8.98144 8.82198 8.76626 13.489 11.2129 8.76468 8.75282 10.2193 8.50113 12.2372 8.69797 8.47613 8.45299 8.28675 8.1796 9.39292 8.20301 14.5372 8.10248 10.2227
threshold=0.59142649110557854 1.5000000000000002 0.7163286385707851 16467.750000000004 0.31909090909090915 6676.2948214285725 0.92332190102890754 368062.51500000007 205420.50000000003 -523.49999999999989 -750.95454545454538 927.04439353099735 24.500000000000004 0.36474501108647456 -363.97058823529409 0.046890814320374806 2.2111906191914033 0.067100000000000007 0.23275000000000004 -566.49999999999989 56.500000000000007 1549.5000000000002 0.051550000000000006 0.010988319096308263 1.0000000180025095e-35 0.32930352620976627 -0.069490365684032426 -0.011764265131205319 0.70954670695215294 1.0000000180025095e-35 41437.125000000007 2.5000000000000004 0.037957572713642911 0.006979152327403427 -1797.4999999999998 -2429.4999999999995 559950.75000000012 0.011905684480599286 0.300022732479029 174781.12500000003 1.0000000180025095e-35 -0.0079872692003846151 12653.401875000001 22.500000000000004 0.39009661835748799 -0.0012649419950321315 -1603.4999999999998 -330.49999999999994 0.013850000000000001 0.17710000000000001 0.041006000000000008 134.50000000000003 0.2854419828131966 -2577.4999999999995 0.47493734335839605 -813.94444444444434 0.066429216880350972 0.03422657212320368 10.500000000000002 0.20353825197370751 -1098.9499999999998 23.40588235294118 0.0148343313485384 3132022.5000000005 1106304.7500000002 -0.010955670848488806 3.5000000000000004 11376.416250000002 0.1477046609692155 0.65726409920834439 0.021420436911284927 618.76994845360832 1.0000000180025095e-35 0.074530161315025226 -777.74166666666656 0.75941548969304218 -0.0029582651332020755 -1385.4999999999998 9767.853000000001 366.21194518962017 0.98985000000000012 1.0000000180025095e-35 42805.125000000007 26642.250000000004 -0.011082654818892477 0.033050000000000003 0.034044561907649047 0.012954778503626587 0.8198000000000002 0.020396968349814418 1.5000000000000002 108225.00000000001 1.0000000180025095e-35 0.0051160159055143603 -0.01133762067183852 9832.355625000002 199666.31250000003 0.37125521534375683 0.30234307659500864 0.033056370324749569 -0.0063381951767951241 13047.750000000002 4050022.5000000005 387204.18750000006 24.976043805612598 -1583.4999999999998 -3476.4999999999995 0.51733346777804967 -0.0067651721183210603 587.63905434782612 0.0040937345474958428
decision_type=10 2 8 10 10 8 8 10 10 10 8 8 2 10 10 10 2 10 8 2 10 10 10 8 2 8 2 2 8 8 10 2 10 2 10 10 10 10 10 8 2 2 8 8 10 2 2 2 10 8 2 8 10 8 8 8 10 2 2 10 10 10 2 10 10 2 10 10 10 10 2 8 10 10 8 10 2 2 8 10 8 2 8 10 2 10 2 2 10 2 2 2 10 2 2 10 8 10 10 10 2 10 10 10 2 10 2 8 2 8 2
left_child=1 19 32 10 5 7 9 30 11 28 71 20 22 46 -13 27 34 26 -15 35 -7 51 23 -11 25 -12 -10 -6 -2 52 86 57 84 61 58 -1 38 -38 -18 40 104 -20 -43 -33 45 80 78 75 -19 62 53 -9 54 -34 55 56 -30 -27 -17 -32 -55 91 -47 -23 65 -46 -66 76 69 -67 -70 92 -73 -14 -41 -48 -68 -74 79 -8 -37 -77 -83 -57 -3 -86 -5 88 -56 -79 -25 -31 99 94 -62 -95 103 98 -82 101 -101 -4 105 -51 -26 -21 -107 -108 -109 -29 -111
right_child=6 2 3 4 15 8 13 21 17 12 24 14 73 18 -16 16 36 48 41 102 -22 63 -24 90 39 31 -28 109 29 33 59 43 50 -35 -36 44 37 -39 -40 74 -42 42 -44 -45 64 49 47 -49 -50 96 -52 -53 -54 60 87 83 -58 -59 -60 -61 93 -63 -64 -65 66 68 67 -69 70 -71 -72 72 77 -75 -76 81 -78 89 -80 -81 97 82 -84 -85 85 -87 -88 -89 -90 -91 -92 -93 -94 95 -96 -97 -98 -99 -100 100 -102 -103 -104 -105 -106 106 107 108 -110 110 -112
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leaf_count=1545 4130 318 4500 2135 893 21659 1464 3215 3177 218 795 6745 4645 776 614 606 3260 1660 221 431 1959 2126 1356 101 341 114 10232 2679 1143 215 1212 757 353 707 1696 1692 822 198 1241 219 1590 360 413 8099 1610 471 919 538 4428 663 110 729 2809 502 9272 390 323 548 396 841 341 242 215 295 6700 4811 734 2365 2459 457 542 976 1054 627 523 14215 1003 935 8920 2594 553 310 512 390 347 150 157 5206 955 362 1377 741 1204 250 1125 380 451 442 736 563 503 3328 133 249 593 248 659 611 413 658 307
internal_value=0 0.000908728 0.00158821 0.00126604 0.00207753 0.0012147 -0.00341507 0.00477214 0.000349753 -0.00121456 -0.00120422 -0.00101783 0.00374164 -0.00658306 0.00222828 0.00515039 0.00675174 0.00239105 0.00458916 -0.00210518 -0.00226582 0.00133868 0.0101862 0.0162157 0.000638922 0.00194922 0.00379773 0.00137714 -0.00294402 -0.00181402 0.0087348 0.00270448 0.00758515 0.00696112 0.00195661 -0.00273294 0.00888661 0.0149943 0.00727049 -0.00353611 -0.00590677 0.0130203 0.018638 0.00186862 -0.00313998 0.000104996 -0.00746273 -0.00508662 -0.0011471 0.00486464 0.00914914 -0.00180951 -0.00275021 0.00987571 -0.00180549 0.00475628 -0.00213876 0.0117091 0.00762627 0.0126363 0.0111402 0.0130163 0.0122498 0.00574183 -0.00411599 -0.00214703 -0.00604374 -0.00251186 -0.000753383 0.00109879 -0.00570947 -0.00376371 3.02463e-06 -0.000425033 0.00431282 -0.00590495 0.00250669 -0.00324685 -0.0106097 -0.00472308 -0.00350392 -0.00685222 0.00492524 0.0124854 -0.000881529 0.00529203 0.00476988 -0.00301242 -0.000940929 0.00131871 0.0195202 0.0173695 -0.00526542 0.00884382 0.0112808 0.00228731 0.000717971 0.00080031 0.0047282 -0.00626509 -3.65932e-05 -0.00747164 0.00398743 0.00494869 0.00160711 0.00520434 0.00280202 0.00476969 0.00881877 -0.000666829 0.00448917
internal_weight=0 11631.7 9495.1 9020.88 6791.28 5311.78 2221.74 1031.3 4280.48 1318.09 2229.61 2565.8 338.377 903.656 710.632 1479.5 1033.92 1714.67 63.3108 2136.59 1855.17 558.71 127.991 74.6848 1299.94 992.91 1226.44 445.579 979.709 843.222 472.592 928.609 474.214 75.9527 323.589 1941.31 710.329 133.735 576.594 307.03 237.442 37.5298 29.3025 859.234 1849.05 429.326 840.346 491.637 488.232 183.856 399.689 328.734 767.269 387.098 696.359 104.256 58.3878 69.3752 114.495 228.722 347.756 49.1279 60.0691 229.976 1419.72 711.345 708.376 304.127 596.278 438.933 157.345 929.665 267.435 210.386 69.5877 473.731 130.094 195.061 348.709 115.843 245.47 437.947 27.8609 45.868 74.5244 45.5594 243.869 592.104 392.933 108.764 66.7528 40.2514 662.23 288.953 206.138 82.8152 123.787 129.329 88.3761 576.581 95.0056 481.575 195.283 81.3186 79.2246 186.44 158.608 143.184 87.3538 356.96 102.816
internal_count=201102 135013 104820 100944 73940 61184 66089 10710 50474 34847 27004 30977 8324 31242 7359 12756 8219 19497 1770 30193 23618 6365 3052 1696 13579 10313 13409 4537 26523 22393 4345 9518 3876 1905 2698 27698 5521 1020 4501 3266 2524 994 773 8856 26153 5472 29472 16494 6088 2049 3061 3944 20488 2951 17679 2246 1466 662 1002 2053 2598 1198 686 2421 20681 9879 10802 4102 8269 5268 3001 13425 3327 5272 742 15956 1737 2351 12978 4058 3423 15037 822 780 815 497 2292 15433 10227 1297 1478 956 10098 2096 1466 630 1363 1731 1289 8894 1066 7828 2495 912 934 2362 1931 1683 1024 3644 965
is_linear=0
shrinkage=0.0227381


Tree=116
num_leaves=112
num_cat=0
split_feature=122 122 125 95 122 122 191 122 195 122 186 157 191 195 162 195 162 153 7 8 7 167 189 195 153 197 120 93 52 122 198 18 122 120 1 93 151 188 134 153 15 124 39 43 224 182 40 224 40 233 124 18 185 190 120 15 17 38 184 51 6 154 219 131 182 188 47 227 199 40 186 40 128 180 208 150 228 197 195 162 178 124 19 224 48 17 14 228 87 213 156 26 233 41 228 155 19 15 203 19 213 40 18 233 136 120 156 124 145 199 167
split_gain=64.492 92.1809 54.4173 48.2858 48.5937 44.8543 33.0992 31.3799 28.5571 26.1084 25.4908 25.4396 23.843 22.9712 20.8743 20.6146 19.8423 19.2022 18.5976 35.5696 18.5633 18.2632 18.2648 17.1202 17.0329 16.9514 16.76 16.5024 17.4713 15.8834 15.7034 15.7011 15.5448 15.434 18.1697 15.1694 15.0977 14.6805 14.2008 13.7028 13.4416 13.3494 13.3275 13.3205 13.2197 13.1795 15.8602 13.7378 12.8485 12.44 12.3875 12.5169 12.3534 14.8838 12.162 12.054 13.3901 11.7977 12.1596 11.6998 11.6854 11.5448 11.4808 15.8296 11.4777 12.7254 11.3564 11.1628 11.1458 11.0799 10.9789 10.7718 10.7165 10.5804 10.5094 10.3502 10.2844 10.2777 11.6718 10.2327 10.2229 10.0391 13.6264 12.4522 10.001 9.97642 9.93059 9.89614 12.2602 9.75831 9.69427 11.0163 10.8752 9.56516 9.45813 9.27087 9.68641 9.26496 9.18308 9.16239 9.02787 9.0076 8.96784 8.90717 8.85192 8.58305 8.55199 8.53571 8.39768 8.26362 9.11758
threshold=0.092722347604156083 0.078947903186499968 8.8637919233401785 1.0000000180025095e-35 0.046521784670487676 0.05124849047255408 25.500000000000004 0.10609956774251635 25.797727272727276 0.07972526194324521 10941.300000000001 420950.25000000006 9.5000000000000018 21.105823068309075 0.91068809454588318 19.950409836065578 0.053952230254143092 765085.77000000014 23951.250000000004 675191.25000000012 11895.750000000002 0.77350427350427364 0.040899966543994651 12.943705985915495 747045.00000000012 0.99498639652739618 7.590345873408272 -1376.4999999999998 0.16075000000000003 0.048592690169547953 0.095329540533137039 -4194.4999999999991 0.036011935217409974 1.1999949091125559 1.0000000180025095e-35 -2.4999999999999996 925.50000000000011 0.73348909657320882 0.14409967345242033 432110.25000000006 -22050.499999999996 27.672826830937719 0.20015571919804542 1.0000000180025095e-35 0.0048552036751061687 -824.22499999999991 0.65316882684761757 0.00015537026047240945 0.010091056390656902 0.0085910586640238779 33.159479808350447 -4481.4999999999991 885.2276828063242 30.500000000000004 3.1588345797549917 -10496.499999999998 -5971.4999999999991 54.500000000000007 32349.375000000004 0.023350000000000006 292626.00000000006 43364.250000000007 -0.019634384661912915 0.2327403375893545 -720.95454545454538 0.72748612889457964 0.070400000000000018 0.0083477725274860876 99618.798988294337 0.38631968351288809 17757.045000000002 0.69047482112430747 37140.750000000007 3115.3387500000003 0.026601172052323822 -1618.4999999999998 0.012351608835160734 1.0177291843502076 16.233687943262414 1.0200415061283408 0.21525096525096529 41.175906913073241 8.5000000000000018 0.0062982323579490193 0.092400000000000024 -771.49999999999989 0.0070670000000000012 -0.0086464239284396154 4.5000000000000009 0.031004883348941806 328124.25000000006 16.500000000000004 0.005381922936066986 0.61184778609404211 -0.0053505878895521155 64782.80357142858 6.5000000000000009 -11603.499999999998 -0.068078465759754167 7.5000000000000009 0.010142249520868065 0.61697066425716796 -1349.4999999999998 0.0016115113976411524 0.34697038570785038 2.1363920722012337 1514288.2500000002 35.544147843942511 747.08355174020858 105463.76400000001 0.10620300751879701
decision_type=8 10 2 2 10 8 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 8 2 10 8 10 10 2 10 2 2 10 8 8 10 8 2 2 10 10 2 8 8 2 10 2 2 2 8 10 2 2 2 2 8 8 2 8 2 8 10 10 10 2 8 8 8 8 10 10 2 8 2 8 10 10 10 2 8 2 10 2 2 2 2 2 8 2 2 10 2 10 10 2 2 8 2 8 2 2 10 2 10 2 8 10 10
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is_linear=0
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is_linear=0
shrinkage=0.0227381


Tree=119
num_leaves=112
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decision_type=2 10 10 10 8 2 2 8 10 10 8 2 2 10 2 10 2 2 10 8 2 10 2 10 2 8 2 8 10 2 8 10 8 8 10 2 2 8 10 8 8 8 8 8 8 10 10 8 10 2 2 2 8 2 10 10 10 2 8 8 10 2 2 8 10 2 2 8 2 10 8 2 2 2 2 8 2 10 10 10 2 10 2 2 2 8 10 8 2 10 10 10 10 8 2 10 8 10 10 2 10 2 10 2 2 8 8 2 2 2 10
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leaf_count=450 941 345 984 1470 14164 521 1475 407 1581 636 1334 3981 185 212 711 163 1002 1184 6789 2152 188 291 708 1534 107 707 133 19738 2912 211 15213 3202 11475 596 3668 17187 185 105 387 211 2030 275 673 8664 1010 256 501 341 97 3032 689 830 3095 229 542 2209 168 7070 132 1373 2190 2615 3019 422 350 1289 443 2082 248 295 228 119 355 1259 296 136 2026 3426 154 907 1178 422 538 240 267 209 1134 1048 905 378 213 567 2336 210 4410 2231 652 440 675 149 3179 1081 417 152 356 181 98 820 139 1849 67
internal_value=0 0.00101516 0.00129847 0.000772242 -0.000113473 -0.000700614 0.000559953 -0.00333508 0.00307378 -0.00173568 -0.00254917 -0.00182043 0.00139571 0.00506815 -0.00198327 0.00349896 -0.00515373 0.00581675 0.00217756 0.00757932 0.00406843 0.00805813 0.00472482 0.00693198 0.00454831 0.000559444 0.0107163 -0.00242145 -0.00320986 -0.00214238 0.00145568 -0.00103872 -0.00643831 0.0068949 0.00872946 -0.00213983 0.00189175 0.00482076 0.00707111 0.0122691 0.00860764 0.000544929 0.00473227 0.00301815 0.00859511 0.0122379 0.0167608 -0.0023219 0.00175368 -0.00254314 0.0113652 0.00306478 -0.00715813 0.00704482 0.00201159 0.00124354 0.00976205 -0.00625729 0.0212644 -0.00374593 -0.0083911 -0.00308078 0.000929353 0.00481848 0.00328109 0.00791787 0.00029567 -0.00181827 0.00684515 0.000247818 -0.0024824 0.000464751 0.00956851 0.0114698 -0.00121641 0.000896899 0.00326368 -0.00720132 -0.00480059 0.00166205 0.00439761 0.00650652 -0.00673282 -0.0042075 0.00373709 0.00961357 -0.00717053 0.0147446 0.0126248 -0.00702949 0.00381303 -0.00320171 -0.00368918 0.000606112 -0.00493018 -0.0101253 -0.00439121 0.00128003 0.00273405 -0.0010957 -0.00437214 0.00834041 0.00668101 0.014098 -0.0126846 0.0142512 0.00853526 -0.00771925 -0.00720252 0.00691523 -0.00588841
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is_linear=0
shrinkage=0.0227381


Tree=120
num_leaves=112
num_cat=0
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split_gain=56.0125 62.7563 45.3589 42.9558 38.736 30.7224 30.2463 26.2084 23.0441 22.9609 22.2423 29.1562 24.3745 21.2734 20.5886 20.0904 19.3394 18.5604 18.5076 18.4634 17.5569 17.5452 15.9434 16.8282 15.3583 16.6779 14.9725 14.7254 15.3287 14.4981 14.4994 14.2292 13.812 13.8076 13.754 13.4921 12.8577 12.1347 12.6801 12.0225 11.8452 11.5293 11.2962 11.19 11.1124 10.936 10.8291 10.8215 10.8271 10.7049 10.6873 10.3598 10.2963 10.2769 10.2163 10.0393 9.9564 9.77915 12.552 11.7866 9.61503 9.62739 10.9522 10.56 9.5665 9.50086 9.48349 13.888 10.0285 13.0001 9.49345 9.48209 9.48125 9.4317 9.24842 9.22069 11.0159 9.2113 9.06869 9.02931 8.98797 10.7007 8.97737 8.88247 8.80825 8.6754 8.67144 8.57331 8.49115 8.46305 8.46217 9.24559 10.2405 8.92473 8.44803 8.42507 9.83195 11.5743 8.28087 10.7848 7.97415 8.97872 7.93215 7.87295 7.8018 7.79273 7.70049 8.81941 7.69272 7.68759 7.67553
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decision_type=2 8 10 8 10 10 2 8 2 2 2 2 10 2 10 10 2 10 2 10 10 10 2 10 10 8 8 8 10 8 8 10 8 2 2 8 10 10 10 2 10 8 8 2 8 10 8 2 8 2 8 10 8 8 2 8 10 10 10 2 2 10 8 8 2 10 10 10 10 10 10 2 10 2 2 2 2 2 10 2 2 10 8 8 10 8 2 8 2 10 2 2 10 2 8 2 2 10 2 8 2 2 10 10 2 10 2 2 2 2 10
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Tree=122
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Tree=123
num_leaves=112
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split_gain=60.8835 39.4901 59.0891 36.6009 38.8826 27.4712 27.0959 38.8545 24.3622 24.0498 23.9081 23.1425 24.5026 22.5947 22.0033 20.4146 19.8757 19.1197 18.3467 17.3197 16.7634 16.5402 15.8819 15.853 15.5832 15.5364 15.1645 15.1598 18.7115 16.7621 14.413 14.3711 14.2605 16.4992 14.0132 14.0099 13.8632 13.4366 13.3967 15.9801 13.0001 12.8961 16.3315 12.7918 12.6879 12.5028 12.2122 12.1085 13.2043 12.6177 11.8219 11.7732 17.2982 12.7656 11.6849 11.5718 11.3836 11.2893 11.0994 14.8611 11.006 10.9401 10.9286 10.66 10.6469 10.6115 15.8933 11.9926 10.5934 10.57 10.4419 10.4294 10.4225 10.5385 10.407 10.539 10.362 10.1809 9.9814 9.96949 9.79862 12.8454 9.60771 9.57616 9.54344 9.67308 9.52592 9.49677 9.58082 9.34861 9.32916 9.30946 11.8414 9.24943 9.52567 9.00066 8.90323 8.7521 8.73919 8.70038 8.64096 8.43398 8.43333 8.41477 9.87044 9.28507 8.6039 10.2152 8.41123 10.6224 9.30755
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decision_type=2 10 10 2 10 8 10 8 10 8 8 10 10 10 10 8 2 2 2 2 2 10 2 2 10 8 2 2 10 10 10 8 8 10 8 2 8 10 10 2 8 8 10 8 10 2 2 10 10 2 2 8 2 2 10 10 2 2 10 2 8 8 8 10 8 10 8 8 8 2 8 2 2 2 8 2 10 2 10 2 10 10 10 10 10 10 2 8 8 8 2 2 2 10 10 2 2 2 8 2 8 2 10 2 8 2 2 2 2 10 8
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leaf_count=2777 4010 732 19117 4513 1190 6527 841 174 774 3386 295 729 3754 569 2013 2496 5425 642 1431 697 241 910 384 297 1230 231 435 3904 480 465 1559 1063 139 3742 2284 466 2443 258 3634 173 1155 876 334 3779 2588 142 480 2450 181 474 136 767 392 2830 19366 283 1075 295 681 1389 3049 348 1463 1880 420 785 2946 928 1998 4485 2457 891 811 155 328 238 312 163 115 391 268 1063 546 186 320 558 99 465 1507 574 513 1189 695 1407 5486 3626 331 5474 3979 107 2256 206 717 415 2982 1034 13286 480 135 202 543
internal_value=0 0.000926099 0.00193972 0.000929123 -0.00263914 -0.00266802 0.00186598 0.00257674 0.000998819 -0.00095968 -0.00406304 0.00588502 0.00474451 0.000134473 -0.00510061 0.00718953 -0.000814381 0.0147416 0.00629988 -0.0076541 0.000166845 -0.000843916 0.00643464 -0.0006425 0.00502373 0.00489494 0.00379076 -0.00136046 -0.000158982 -0.000774015 -0.00251751 0.000117921 -0.000193732 0.000353744 0.00145405 0.0100514 0.00776484 0.00915436 -0.00399954 -0.00272329 0.00285031 0.00445443 0.0018903 9.48063e-05 -0.00493436 0.0117421 0.00931527 0.00239047 0.00393475 -0.00143275 0.012952 -0.000629102 0.00612851 -0.00431473 -0.00135858 -0.00476099 -0.000720295 -0.00684363 -0.000523085 0.00300612 -0.00415069 0.0117445 0.0030682 0.000215446 0.00158567 0.00591535 0.00849654 0.00177154 -0.00749295 -0.00445136 0.0054471 0.00706379 0.00966985 0.0138029 -0.00294131 0.00689132 0.0144952 0.00608465 0.018572 -0.00538647 0.00294943 0.00117244 -0.00773284 0.0110165 -0.00745232 0.00167084 -0.000282957 0.00365156 0.00568335 0.00422883 0.00475656 -0.00424413 0.000805313 0.00384874 0.00497499 -0.0082195 0.0116182 -0.00491709 -0.00778657 -0.00895459 -0.00680496 0.0148019 -0.00594908 -0.00832925 -0.00372155 0.00301425 -0.00969639 -0.0107785 0.0121498 0.0149237 0.0183097
internal_weight=0 10664.5 6936.06 5639.4 1169.49 3149.18 4469.91 3849.31 2613.81 3728.41 1048.53 1235.5 1106.25 2747.65 1355.39 721.928 1793.79 129.25 1296.66 757.757 1541.57 2245.91 142.298 530.094 591.125 1043.59 917.096 2103.62 1521.3 1442.37 620.6 215.11 2022.69 1875.52 1191.92 78.935 376.015 120.958 980.76 810.819 293.844 501.74 344.222 384.319 236.25 253.074 71.9586 1043.52 743.114 300.408 239.578 226.67 77.9844 148.685 1370.41 89.6341 588.025 235.262 283.044 173.82 349.647 61.1782 152.881 385.338 113.714 516.444 312.657 203.788 518.434 582.313 225.625 103.915 157.518 100.383 391.797 41.5235 60.1824 78.5556 106.052 68.2194 251.484 225.438 182.007 63.9274 291.199 47.0604 30.2725 196.228 168.983 54.2431 827.462 350.273 121.996 742.633 618.402 219.877 84.8297 338.622 222.795 69.7721 147.174 209.305 109.223 731.312 174.66 65.5643 556.652 484.049 126.49 100.438 80.2208
internal_count=200915 145015 86140 73721 21736 55900 51985 42453 30764 58875 20288 11689 10758 42206 27434 6250 28466 931 12419 20907 23041 36140 1606 8303 5510 10405 9294 34534 25161 24215 9532 2293 25254 22859 19168 946 3217 1448 16669 13283 4300 6066 4531 4508 4003 2014 945 16391 11113 5278 1872 4170 1159 3011 23270 1122 9131 4762 3849 2256 3873 682 2828 4770 824 6943 3731 3212 11985 9373 2754 1365 1535 966 6084 566 696 583 757 1546 2890 2622 3134 867 4888 878 235 3047 2582 869 8172 5518 1884 7328 5921 4467 844 7472 4152 839 2395 1637 1593 20210 4431 1449 15779 13766 1111 880 678
is_linear=0
shrinkage=0.0227381


Tree=124
num_leaves=112
num_cat=0
split_feature=11 1 15 134 132 195 19 124 130 195 19 7 207 7 134 180 121 38 123 189 231 125 26 193 134 134 70 40 122 74 121 128 150 122 152 132 26 195 125 171 189 123 177 7 123 149 207 200 233 131 38 16 86 215 199 231 206 122 190 149 207 191 161 217 206 143 177 118 134 128 118 187 210 215 123 204 132 197 201 170 187 26 205 190 124 207 7 47 221 182 149 175 161 130 181 175 187 30 91 123 17 181 233 134 134 208 199 177 149 182 229
split_gain=50.5245 39.2393 48.0606 35.8232 25.6491 24.9459 23.6165 21.9227 21.7985 21.6043 23.2781 19.0982 18.7816 18.3159 18.6477 17.6015 16.0541 16.1073 15.9635 15.858 16.2112 16.1607 18.3861 15.7847 15.6876 14.5086 13.9321 13.9079 13.3502 13.6026 14.2302 13.4086 13.2135 13.0967 13.0929 12.5153 15.8126 15.9098 12.2636 13.3723 12.1973 14.8294 12.1289 12.0376 11.9412 11.9334 11.8557 19.4835 11.2691 11.86 11.2325 11.0604 16.3668 11.811 10.9336 12.6094 10.6561 10.618 10.4612 10.4144 10.9529 10.3931 13.6585 10.388 10.468 10.2772 10.1107 10.0434 10.0304 9.97007 11.4479 9.93298 9.90758 9.82413 14.2527 10.0967 9.63442 9.63239 18.9371 9.73481 9.61448 9.60747 9.58459 11.982 11.4819 12.9958 11.0271 16.7889 9.37036 9.33381 9.21754 11.8119 9.36807 9.20263 9.13561 9.11329 9.08466 8.96878 8.91163 8.87851 8.87551 21.7493 8.86478 8.85092 8.73418 8.70138 8.48386 8.41122 8.3066 10.8236 8.27601
threshold=1.5000000000000002 1.0000000180025095e-35 -16970.499999999996 0.096443585969202217 0.18182217573576412 21.977899877899883 34.500000000000007 46.711841204654355 0.68010218405719336 19.950409836065578 10.500000000000002 13497.750000000002 -0.059435401111841195 21741.750000000004 0.076391577369729333 3862.6650000000004 0.23470221081125317 7.5000000000000009 0.78296208980799664 0.15045678712911312 0.010425687767565252 4.4750171115674204 11.500000000000002 32.500000000000007 0.3648112961919015 0.40052440091538682 0.074150000000000008 0.71044607924407766 0.046822949293228472 0.062450000000000006 0.169178095214159 103725.00000000001 -208.49999999999997 0.098019760519865898 661524.24000000011 0.012592930492776719 5.5000000000000009 8.4463601532567072 11.09240246406571 1.0000000180025095e-35 0.13962038303693572 0.7163316205458331 0.47213622291021679 28109.250000000004 0.99999778408012618 209.07142857142858 0.015725098550319675 77.500000000000014 0.0014125014422461393 0.34318030475790107 51.500000000000007 -2402.4999999999995 0.054650000000000011 0.0024904385209083561 51827.950667229736 0.00078429127461276959 0.049434332177042968 0.055946805793278688 11.500000000000002 254.47727272727278 0.035506533458828933 12.500000000000002 0.19810605582925336 -0.01422301586717367 0.048621665686368949 -2801.4999999999995 0.42206477732793529 1.0000000180025095e-35 0.18188227247500546 83325.000000000015 1.0000000180025095e-35 4.7896413007039902 0.049142697826027877 -0.00047993488260544831 0.87320985281659003 -0.064948670566081987 0.067989717190287902 1.0556302412858383 0.013072453861927548 12.343137254901963 8.6318814277072011 3.5000000000000004 -0.04739707708358764 31.500000000000004 30.29568788501027 0.011299713514745237 59019.750000000007 0.32500000000000007 -0.0090492554008960707 -842.48076923076917 -532.29166666666663 2.5000000000000004 0.77017272727378883 0.4833344569560219 502870.05803571438 5.5000000000000009 9.5240406842348602 4.5000000000000009 3.5000000000000004 0.72148479791288123 -5916.4999999999991 128846.25000000001 0.0077814604155719289 0.12454893637445143 0.28673993423375099 -0.025053706951439377 100718.88912500002 0.43019480519480524 808.61904761904771 -1163.7321428571427 -0.011570874601602553
decision_type=2 2 2 10 10 8 8 2 8 10 8 10 2 10 10 8 10 2 10 8 2 2 2 10 8 10 10 10 10 10 10 10 8 8 10 8 2 10 2 8 8 10 8 10 8 10 2 8 2 10 2 2 8 2 10 2 2 10 10 8 2 8 10 2 2 8 10 10 10 10 10 8 2 2 10 2 8 10 10 10 10 2 2 8 2 2 10 8 2 8 10 8 10 10 10 10 10 2 10 10 2 10 2 10 10 2 10 8 10 8 2
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Tree=127
num_leaves=112
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split_gain=51.7593 52.6324 47.249 41.4882 39.0678 27.7633 27.6947 30.1643 26.4447 22.4291 21.6195 20.3472 20.1092 18.8743 18.6469 18.3827 17.9465 15.3113 18.5602 16.7832 15.3674 15.2451 14.9008 14.5524 14.5458 14.1581 14.0925 19.951 20.1723 16.7003 14.9242 13.4205 13.1267 13.169 13.2396 12.8075 12.7833 12.4896 12.4004 12.3627 12.3279 12.0773 13.2365 11.972 11.6945 11.4539 11.3812 11.9621 11.89 11.25 13.2929 15.6701 12.7178 12.1729 11.1332 11.0607 10.9333 10.7177 10.4412 15.9454 10.3732 10.8355 11.4134 10.1959 12.7049 10.1285 10.0738 9.85973 9.65266 9.61153 9.65483 9.52581 9.45591 15.6511 12.9471 10.148 9.43851 9.40705 9.34733 9.3439 11.0233 9.12685 9.10029 9.04873 8.987 8.95842 8.8918 8.76265 8.68094 8.4833 8.47872 8.47255 8.72257 8.95551 8.44147 8.38703 11.0792 9.00278 8.2326 8.22465 8.16135 8.12603 8.10909 8.10379 9.87689 7.94631 7.94519 7.83395 7.8269 7.6412 7.6096
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decision_type=2 8 8 2 10 2 10 10 2 10 8 8 10 2 8 10 8 10 10 8 10 10 8 10 2 10 2 8 8 2 2 8 8 2 10 8 2 8 8 8 10 10 8 10 2 2 8 8 10 10 10 10 2 2 10 8 2 2 10 2 2 10 8 10 8 2 2 8 8 10 10 2 8 10 8 2 2 2 2 10 2 2 2 10 8 10 2 10 10 2 8 2 10 8 10 10 10 10 10 2 2 10 8 2 2 8 10 10 10 10 2
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leaf_count=184 300 1676 325 1720 453 129 3430 432 2132 246 49959 3307 2302 170 2327 422 2767 114 489 4399 365 2720 4178 885 268 216 319 161 595 2231 1467 606 293 1231 3563 147 2887 1379 428 624 131 578 1056 10927 343 329 587 5168 227 2163 203 106 2254 3738 796 9208 730 749 663 773 272 136 402 61 89 982 678 277 181 289 419 2983 715 1068 2303 358 3619 112 339 119 829 153 2476 7848 136 87 214 88 4061 443 590 49 862 4302 313 297 519 14826 122 128 211 481 801 665 293 857 183 166 391 676 110
internal_value=0 -0.00106661 -0.000587889 0.00177798 0.000173937 0.00304858 -0.000172883 -0.000922068 -0.000426051 0.00194944 0.000380336 -6.70359e-05 0.00338776 0.00643995 -0.00129866 0.00500292 -0.00469417 -0.000600368 -0.0015811 -0.00242466 0.00475063 0.00438261 -0.000785182 -0.00198841 0.00582278 -0.00516576 0.00101849 0.00266527 0.00760863 0.00288273 -0.000965647 -0.00788858 0.00336332 0.00578438 0.00369521 -0.00552335 0.00283103 0.00987072 -0.00215491 0.00928468 0.0140641 0.0107459 0.0125032 -0.00723634 0.0160167 -0.00503419 0.00128858 0.000184788 0.00845542 0.00381897 0.00786026 0.0101551 0.00243686 0.00495623 0.00247715 -0.00905518 0.00314406 0.00684534 -0.000921914 0.0032488 0.00722931 0.0123816 0.0159639 0.00900122 0.0110472 -0.00175932 -0.00068555 0.00142192 0.0105903 0.0032675 -0.0043295 -0.000767582 0.00807531 0.00254916 0.00989932 0.00327368 -0.00212748 0.0190262 0.00623488 0.0153678 0.0171687 0.0170651 -0.00233341 -0.00160954 0.0112557 0.0192869 0.00266925 -0.00506454 -0.00270907 0.00547695 -0.00222906 -0.00710837 -0.00904725 -0.0109909 -0.00286635 -0.00401312 0.00553456 -0.00451076 -0.00373552 0.0139674 -0.00740928 -0.00101321 -0.00309026 0.0210564 0.0231778 0.00282397 -0.00527331 0.0110053 2.66625e-05 -0.00596766 -0.00768141
internal_weight=0 8336.04 7798.16 5469.81 6584.74 3871.16 6343.92 5082.33 4713.59 2933.85 3854.72 3613.2 1921.27 937.316 1598.65 800.649 1213.42 1487.56 1262.27 1157.66 225.29 1622.6 1012.58 298.67 760.007 1182.62 710.816 562.568 234.241 163.668 328.328 537.878 1355.29 618.348 457.909 1162.24 1261.59 123.622 398.346 267.31 136.667 245.11 217.135 763.89 125.826 148.248 736.944 646.236 90.7084 1062.25 260.434 214.915 801.814 446.259 165.583 485.461 140.952 241.521 897.33 224.064 104.609 64.0935 54.5698 240.82 199.671 101.668 106.901 262.053 30.7961 76.6879 38.5895 355.554 497.954 128.689 369.265 115.701 316.477 103.317 115.531 122.983 112.599 70.5727 673.266 636.603 160.439 102.287 52.417 257.394 226.058 137.051 123.052 368.743 276.593 221.659 45.5192 858.869 38.2356 820.634 154.01 40.42 260.333 92.1502 125.003 93.6735 83.5787 71.4056 111.194 63.6864 73.3641 249.175 126.082
internal_count=201154 132429 120603 68725 99520 44999 97174 79097 72114 35761 56147 53266 20879 9238 23726 7565 21083 21399 18559 17260 2840 16429 14882 4450 7143 20718 10704 8545 3298 2550 5247 11826 11451 5176 3809 20502 18077 1493 5367 4978 1673 4354 3776 15135 1542 2159 6275 5461 814 14647 2785 2269 11862 6625 2148 11006 1836 2881 12650 1663 1299 810 674 2346 1893 1347 1408 2431 365 769 480 5237 4712 1336 3376 1073 5086 1199 1352 1124 1035 748 10987 10324 1367 916 820 3531 4208 1277 890 6983 5213 4351 516 15967 816 15151 1798 467 4610 1770 1154 1070 958 1289 984 609 668 3443 1830
is_linear=0
shrinkage=0.0227381


Tree=128
num_leaves=112
num_cat=0
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split_gain=57.4758 51.9666 42.1287 33.6686 31.2496 33.5752 32.0242 30.943 26.0925 25.4218 23.9249 23.3368 22.1696 19.9987 19.7575 19.6807 27.1001 19.4309 19.6954 19.2972 17.6528 16.8679 16.7773 16.397 15.8111 15.6324 15.4306 15.3704 14.9636 14.5224 14.2246 14.0461 13.7384 13.0137 13.0067 12.7704 12.4826 19.603 14.3172 14.7501 12.2704 12.0691 11.9765 11.6613 11.405 11.1577 14.7297 12.608 11.1255 13.4381 10.5346 10.3045 11.0633 11.0296 10.2592 10.2109 10.0261 16.811 10.0187 9.71662 9.65714 9.39025 9.25204 9.23421 9.19492 9.06957 9.64532 9.06389 8.94718 8.91154 10.242 13.9202 10.5641 9.08357 9.20243 8.54172 8.36918 9.62001 8.28354 9.1673 8.1594 8.14517 8.12236 7.99146 8.04975 7.82916 7.79454 7.77102 7.66345 8.65273 7.63133 8.13514 7.58425 9.06409 8.63604 7.55492 7.51539 7.41952 7.40195 7.37071 7.31796 7.25844 7.1301 7.08388 7.07595 7.02718 9.10747 7.01407 7.00694 7.00302 6.86675
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decision_type=2 10 2 8 8 10 8 10 2 10 8 10 10 8 10 2 8 10 10 10 2 2 2 10 10 10 10 2 10 10 2 8 10 10 8 8 10 2 2 10 2 2 10 2 2 8 10 8 8 2 10 10 10 8 10 8 8 2 8 10 10 10 2 2 2 8 10 8 2 2 2 10 2 10 2 2 10 2 10 10 2 2 10 2 2 10 10 10 2 2 2 10 2 8 8 2 8 2 10 8 8 2 8 2 2 8 10 2 8 8 2
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Tree=131
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split_gain=52.6795 55.7849 43.4848 36.505 30.8697 28.2773 28.0829 24.2093 23.6528 33.49 25.7845 19.5062 19.9631 19.4942 17.1588 17.0419 16.6265 16.4705 16.0314 15.9301 16.4249 15.0205 14.9861 14.3631 14.2334 13.8925 13.6753 13.5678 13.3991 13.1412 12.7121 12.5709 17.1805 12.0195 14.374 11.9853 16.7956 14.5098 11.904 13.2231 11.4427 15.3691 11.4219 11.3947 11.2628 11.042 12.9022 10.9551 11.8124 10.9447 14.3724 12.2826 10.8819 10.6013 10.5709 10.9536 10.4234 10.2878 10.258 10.1903 10.0391 10.0983 9.91451 9.81628 9.72575 10.8136 9.63986 9.55736 9.4628 9.01114 8.98164 8.88209 8.6892 8.61406 11.3367 10.3797 8.57223 8.5066 8.4839 8.46921 10.5674 10.2712 8.08842 8.07164 9.99592 8.29492 8.06777 8.04096 9.8544 8.42929 8.21844 8.46193 7.96843 11.3742 7.9332 7.88326 7.84997 8.59361 7.7891 7.7627 11.2765 7.70955 8.66433 7.68145 7.61563 7.61472 7.52118 7.48495 8.53141 7.33088 7.391
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decision_type=8 8 2 10 8 2 2 10 8 10 10 10 10 10 8 10 8 8 8 2 8 10 10 2 2 10 10 8 10 10 2 8 2 8 10 2 2 2 10 2 10 10 8 8 2 10 10 2 2 8 10 10 8 2 8 10 10 10 2 10 8 2 10 2 8 10 8 10 2 10 2 10 2 8 2 10 10 2 8 10 10 10 2 2 10 2 2 10 8 2 2 8 2 2 2 10 10 8 8 2 2 8 10 2 10 10 2 2 2 2 8
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leaf_count=316 1103 801 5697 401 345 1478 6248 2543 35064 400 9790 1258 920 1252 2298 11323 4297 6407 10857 436 393 2347 417 1830 441 793 5528 184 546 8562 817 398 129 224 217 1480 3465 335 4076 433 773 2177 5857 243 218 2271 519 450 127 356 638 205 364 409 766 1329 509 505 95 493 223 1152 592 2481 401 2047 485 126 429 108 9553 234 2153 80 156 315 277 613 139 1099 348 482 725 189 313 342 75 94 83 309 149 1255 2005 238 287 98 922 549 7687 3522 742 346 128 154 1428 96 157 916 131 219 179
internal_value=0 0.000521725 -6.31343e-05 0.000743755 -0.00264993 0.00452184 3.25719e-05 -0.00367958 0.000451395 -0.000588516 0.00233452 0.0039761 0.00241116 0.00378311 0.00407821 -0.00143734 -0.00402639 0.000465913 -0.00504667 0.00597587 0.00332221 0.00179367 -0.00183082 0.00840363 0.00294028 -0.00277625 0.00374535 0.005102 0.000797428 -0.00352634 0.000492816 0.0084686 0.0168204 -0.00447816 -0.00577209 0.00446203 0.00295782 0.0118938 0.00709363 0.00808182 -0.00157822 0.00272924 0.00689215 0.00662186 -0.00510488 -0.00179051 4.58811e-06 0.0135613 0.0203407 -0.00641948 -0.00354786 -0.00543042 -0.00435751 0.000849171 0.00252586 0.00391764 0.0033624 -0.00108582 0.0211337 0.00847621 0.00470497 0.0027232 -0.00658313 0.000472449 0.00576163 0.00824332 0.00494548 0.0166501 0.00523333 -0.00845142 -0.00852979 0.00829149 -0.00074541 0.0116627 0.00771326 0.00972381 0.00535475 0.0173849 -0.0037182 0.0093881 0.00206837 0.0116673 0.00312904 0.000693818 0.00896506 -0.00318958 -0.00550026 0.000110684 -0.00198494 0.00597793 -0.00675056 -0.00899271 -0.00312703 0.0017759 0.0111792 0.013921 -0.00775334 -0.000703857 -0.00757156 -0.00830476 -0.000438201 0.00980354 0.0143148 0.00441651 -0.00346662 0.0121225 -0.0031465 -0.00152097 0.003557 0.00640386 0.0114913
internal_weight=0 12318.5 10754.6 8202.21 2552.35 1563.97 6730.13 2182.01 6230.08 4017.45 2212.63 1472.08 1097.46 1638.09 845.287 3444.67 1465.55 1424.85 1642.16 1273.09 626.357 1007.17 290.881 374.622 764.782 2019.82 719.652 506.48 220.134 1147.34 539.852 646.734 77.7667 1419.43 1023.14 572.781 486.362 86.4186 568.967 521.261 708.713 214.837 630.918 468.305 500.054 574.534 438.715 80.5053 43.5374 968.114 419.853 349.336 235.277 110.668 403.167 354.194 370.345 396.288 64.9293 147.056 330.779 275.405 438.629 207.138 181.574 146.737 55.0294 45.4614 422.844 494.816 548.261 286.346 193.147 239.497 153.643 139.331 70.5172 85.8535 139.336 266.311 67.1285 199.182 166.331 113.668 32.7224 80.9459 129.04 126.836 116.518 42.8054 73.7122 69.5121 252.172 100.053 33.21 10.3183 306.906 66.2933 404.755 235.668 52.0227 51.226 37.6542 21.9576 493.876 28.0685 93.8315 192.624 80.4104 53.811 35.9125
internal_count=200984 175520 161051 114649 46402 14469 97702 41112 87551 59267 28284 16947 12695 19246 9245 53587 25464 17730 32683 12176 5811 12137 2293 4252 8267 35857 7826 4333 1777 21564 8429 6365 660 25148 17537 5680 4945 735 5705 5307 12940 2950 7109 4874 10151 9038 6767 978 528 16835 6926 5951 1876 773 5886 5069 5290 7611 531 1822 4781 3980 8624 3247 2671 2270 702 369 4505 11119 9909 2556 2983 2422 1729 1573 975 693 2367 2322 741 1581 3314 1482 502 980 2228 2589 2397 910 1487 1404 3450 1445 525 192 7168 1471 8032 4469 947 698 474 262 9990 601 1309 1593 677 616 398
is_linear=0
shrinkage=0.0227381


Tree=132
num_leaves=112
num_cat=0
split_feature=11 162 7 8 18 1 127 93 90 135 183 195 207 8 201 150 207 191 7 40 187 153 178 39 184 213 56 151 123 204 200 51 195 150 134 195 42 31 135 171 135 218 213 121 228 195 199 219 14 124 198 178 151 198 183 195 17 187 18 154 121 195 227 156 210 152 27 124 199 182 18 19 69 6 93 176 200 208 93 217 135 227 87 230 135 135 188 121 57 189 215 8 69 204 5 123 135 167 175 191 220 214 65 184 171 216 14 150 213 136 39
split_gain=44.8672 35.1441 35.6343 45.1144 27.0347 25.2055 25.1527 22.4755 22.2815 22.1672 20.6583 18.0627 17.8667 17.1576 16.909 16.3265 19.9462 16.2243 15.7978 15.3956 15.0954 14.9298 14.7843 14.3989 13.8806 13.8315 13.7099 15.4198 16.7307 13.6216 12.8469 12.7996 12.7396 15.0557 12.2158 11.995 11.7911 11.7825 11.5135 12.7251 11.4544 11.3251 13.0679 11.3182 11.3162 11.312 11.0334 11.0077 10.9851 10.7568 10.6437 10.5032 10.4831 11.1508 10.4408 13.3658 10.4292 10.4018 12.7075 10.9247 10.2832 10.2485 10.0736 10.0651 12.0966 10.0563 10.0136 9.80132 9.71283 9.4945 9.4658 9.45868 9.42225 9.37032 9.36698 9.33055 11.0724 9.4386 9.66279 9.37309 10.3343 10.1323 9.30126 9.27249 9.14888 9.10742 9.05765 9.02826 9.02526 8.91715 8.87431 10.3885 8.76177 8.72825 8.64275 8.58899 8.58641 8.56646 8.55973 8.92085 9.42966 8.82733 8.77055 8.47572 8.43359 8.2531 9.25332 8.97598 8.20419 8.17461 8.16754
threshold=2.5000000000000004 1.0200415061283408 26448.750000000004 675191.25000000012 -434.49999999999994 1.0000000180025095e-35 11332.081301194956 -321.49999999999994 1.0000000180025095e-35 0.18509434733560812 -2464.4999999999995 21.834699453551917 0.011708525009453298 722250.00000000012 0.50268817204301086 -1188.4999999999998 0.018978349864482883 12.500000000000002 14793.750000000002 0.70870660416877873 8.0835661080074512 630020.25000000012 0.52086956521739147 0.16884293245905732 116156.53125000001 -0.04447557590901851 0.034150000000000007 1268.5000000000002 0.83472378515172629 0.057166138663887985 83.500000000000014 0.092150000000000024 10.605661881977673 -1055.4999999999998 0.27856020210090199 18.629883307965503 0.076350000000000015 8.5000000000000018 0.062805476541467939 5.5000000000000009 0.079037569862759963 0.015768189914524559 -0.034882746636867516 0.2567132969766292 -0.0013764373725280164 25.522774327122157 23076.780048701305 -0.0018348465673625467 0.014491999999999951 41.175906913073241 0.088667290491786205 0.48435972629521024 -161.49999999999997 0.096597794878900814 -637.49999999999989 5.829710144927537 -4123.4999999999991 4.8502336448598138 -705.49999999999989 965613.51000000013 0.12654025921541454 16.77308238636364 1.0000000180025095e-35 467223.36750000005 0.00029867154080420738 778503.21428571444 1.5000000000000002 50.254620123203289 74975.656529900341 -334.63768115942025 -1220.4999999999998 12.500000000000002 0.029150000000000006 1078076.2500000002 -1348.4999999999998 13.500000000000002 79.500000000000014 -0.0391761977225542 -660.49999999999989 -0.020063348114490506 0.18132446809246461 0.014568177517503502 2.5000000000000004 -0.010459788609296082 0.22366960325163629 0.047387898575225886 0.90950040950040967 0.17082775796348773 0.05075000000000001 0.54201977401129953 1.0000000180025095e-35 441366.75000000006 0.0046500000000000005 -0.0063805482350289813 202653.00000000003 0.99999632666801774 0.28297528666875971 0.072751322751322761 9.5000000000000018 15.500000000000002 0.033988188952207572 0.038802986964583404 0.090150000000000022 182243.25000000003 38.500000000000007 0.02823424153029919 0.0071170000000000009 -1847.4999999999998 0.034893982112407691 0.88963740553176562 0.13795923228456008
decision_type=2 10 10 8 2 2 2 10 10 8 10 8 2 10 10 10 2 8 10 8 10 10 8 8 8 2 10 8 10 2 8 8 10 10 8 8 10 2 8 10 8 2 2 10 2 10 8 2 2 2 10 8 10 8 8 10 2 8 2 10 10 10 2 8 2 10 10 2 8 10 2 8 8 2 10 8 10 2 10 2 8 2 2 2 10 8 10 10 10 10 2 10 8 2 2 8 10 10 10 8 2 2 10 10 10 2 2 10 2 10 8
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Tree=135
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split_gain=57.8912 49.6855 42.3213 36.4684 32.4145 32.3928 29.3352 28.7656 29.8088 26.2181 23.2985 20.7894 18.9128 18.1235 17.7422 16.6581 15.2056 15.1616 14.9052 14.7312 13.4528 14.4759 13.3035 13.1721 12.8939 14.5063 12.5826 12.3408 12.0494 11.8898 13.2702 12.0501 11.8342 11.3491 11.2733 10.9345 10.7651 10.7186 13.8874 11.2122 10.6762 10.5879 10.4858 14.1299 10.7296 10.3911 10.2364 10.1545 10.0352 10.0327 9.74486 9.63013 9.55657 12.3241 9.34864 9.14635 9.06501 9.72284 9.66666 12.3293 8.9245 8.85417 8.69746 8.62568 8.44192 8.18163 9.80973 8.16826 8.46416 7.90552 7.80867 9.59193 7.69099 7.68789 7.64554 9.65115 11.8604 7.99484 7.58434 7.5722 7.54205 7.50983 7.50756 7.43328 7.42831 7.38093 7.28233 7.27737 7.02574 7.01913 6.99872 6.89867 6.77874 6.77279 7.50768 7.11366 6.69851 6.6843 6.61045 6.45195 7.63395 6.43876 8.23705 6.43789 6.38889 6.09894 6.03348 5.99371 5.9835 5.89969 7.93903
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decision_type=8 10 2 2 10 10 10 10 2 8 8 10 10 10 8 10 2 2 8 10 2 2 8 10 2 2 2 10 2 2 2 2 8 10 2 10 2 8 8 2 2 2 8 10 10 2 2 10 2 8 10 10 8 10 2 8 10 10 2 10 2 2 8 2 2 2 2 10 8 2 2 8 2 2 10 8 10 10 10 10 2 2 2 10 10 10 2 10 10 10 8 2 10 8 10 10 10 2 2 10 10 10 2 2 10 10 2 10 8 2 2
left_child=1 2 16 5 55 7 9 8 10 14 40 -12 29 104 -3 33 28 -17 23 34 48 50 35 61 49 46 -24 -25 36 31 80 47 -23 -10 42 73 -1 38 54 69 -4 -30 43 92 72 93 -26 -7 82 63 -22 -48 60 -54 -6 -2 58 83 59 -18 -21 -9 -51 89 -32 -20 -67 -59 -69 98 -41 85 -44 103 75 -39 77 -77 -62 -43 -31 -38 -14 96 97 -72 106 107 -64 -16 -56 -47 -8 94 -28 -95 -58 -80 -40 -71 -101 102 -83 -11 -5 -27 -55 -46 -33 -60 -111
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leaf_count=1611 189 382 3116 2951 402 2667 352 3978 8804 68 72330 14359 921 731 302 2402 180 4233 209 245 1342 3683 225 7147 160 530 349 1782 705 369 499 91 254 10046 185 389 726 196 3641 866 861 565 205 399 2047 91 323 2162 786 245 440 319 369 177 337 9138 9009 410 81 225 93 684 136 397 1516 450 1284 232 147 127 123 788 134 113 747 241 380 419 207 351 85 565 145 766 113 487 680 174 146 268 447 247 96 127 137 116 117 467 449 199 176 931 435 555 420 94 113 199 430 1420 229
internal_value=0 0.000625341 0.000178511 0.000588124 -0.00499725 0.000798589 0.00512964 0.000293426 -0.00021016 0.00821933 0.00042872 -1.80651e-05 0.0039806 -0.00777685 0.00483696 -0.00329454 -0.00441233 0.000303 0.00357121 0.000851264 0.00609828 0.00750593 0.0144866 0.00248446 0.00299825 0.0073244 0.00809113 0.000398523 -0.000203719 0.000733494 0.00529234 -0.00159081 0.00963904 -0.00507577 -0.00268757 0.0201193 -0.00294343 -0.00201047 -0.00363672 -0.00530003 0.00458815 0.00688039 -0.00402623 0.00497632 -0.0062348 0.00368095 0.0124967 -0.00308228 0.000353361 -0.000856928 0.00231077 0.0154505 0.00515176 0.0096253 0.00454365 -0.0105439 -0.00637482 -0.00811368 -0.00209724 0.00732669 0.00023118 0.00566569 0.00551507 -0.00444997 0.00817316 0.00963907 0.0112206 0.00141688 0.00827808 -0.00795261 -0.000203698 0.00368101 0.00626219 0.0243201 0.00295153 0.0059657 0.00150305 0.00693973 0.00402025 0.0130765 -0.00612106 0.000574139 0.00453218 -0.00923711 0.00757067 -0.00568437 0.0130732 -0.00816282 0.0123045 0.000347676 -0.00130919 0.0129307 0.0142168 -0.00179679 -0.00699082 0.00655213 -0.010125 0.0109204 -0.00927788 0.00244449 0.00796818 -0.00240988 0.00329923 0.0270336 -0.0114 -0.000360032 0.00072829 -0.00929857 0.00881628 -0.00460265 -0.005819
internal_weight=0 12758.8 11615.5 10670.9 1014.02 10416.6 1143.32 8997.53 7806.26 659.285 6472.9 5852.78 1419.02 254.305 438.088 1333.36 944.597 443.916 1191.28 484.034 854.308 684.06 221.197 1020.61 387.872 179.126 113.397 622.265 303.414 564.709 186.984 377.725 479.729 889.441 267.3 107.8 222.421 666.718 503.875 421.25 620.117 80.9926 250.648 47.2539 203.394 93.4894 103.845 335.671 170.249 208.745 204.331 86.4754 216.734 109.217 82.6243 347.303 641.183 450.386 190.797 36.5957 107.517 398.342 73.6072 135.138 151.25 170.669 154.204 47.2544 28.1073 273.879 147.371 93.5072 24.6014 78.3058 162.843 115.965 85.2044 58.981 81.0414 46.6757 35.7348 151.702 106.001 403.132 63.1321 30.9212 88.712 178.793 36.2307 81.9945 53.9454 30.4214 26.351 63.068 39.7427 23.3253 371.157 52.0379 243.737 30.1419 22.9798 113.833 51.0666 66.7854 183.722 75.2808 20.53 169.336 42.0535 154.202 145.624
internal_count=201208 181856 169882 151177 19352 147075 11974 131685 116151 5719 90666 86689 15390 4102 3302 25485 18705 6635 15534 6255 7571 5719 2417 13591 2920 1426 1292 8929 5889 7819 2469 5350 3937 18850 3791 1125 4268 10025 8042 6856 3977 1621 3606 847 2759 1067 802 4829 1852 1494 1782 642 2464 1339 1186 9327 12816 10681 2135 405 1125 4662 527 967 2015 1943 1734 789 379 4592 2264 1398 339 736 1983 1236 1040 660 880 916 454 2657 1066 9892 787 610 970 2420 282 570 784 338 448 729 486 243 9126 674 4090 502 375 1931 1000 623 3371 624 290 2246 521 1730 1649
is_linear=0
shrinkage=0.0227381


Tree=136
num_leaves=112
num_cat=0
split_feature=19 1 122 134 195 124 39 15 13 196 124 131 162 161 15 122 125 124 161 200 188 17 208 219 233 27 181 124 118 202 182 187 16 194 174 180 26 43 13 134 126 44 146 157 83 224 123 189 177 134 124 159 156 132 19 5 174 224 5 149 162 207 182 211 225 30 28 204 79 213 134 224 224 210 123 211 195 184 9 182 199 209 197 204 122 130 125 161 195 154 189 180 7 162 0 195 71 228 215 181 93 167 213 176 213 123 192 154 211 154 57
split_gain=53.4764 46.0967 44.1736 31.6217 30.6008 27.6842 27.459 21.4035 21.4339 21.0084 20.7267 20.6774 20.3232 17.9984 16.5409 16.3163 15.9487 15.3859 15.2467 13.8986 17.9892 13.9066 16.8977 16.1385 16.9028 13.4542 16.1464 15.3075 13.1347 12.8479 12.532 12.3955 13.9515 12.2638 12.0426 13.1194 12.0639 11.9433 11.9183 11.6586 11.3734 11.3369 11.202 11.1682 11.0448 10.9712 10.9412 13.5694 13.201 10.8998 14.4356 11.0469 10.7973 10.6283 10.5247 10.4452 10.0465 10.0452 13.4881 12.4409 14.8776 9.93657 10.4455 9.89953 9.84993 11.0673 9.70582 9.68636 9.63 9.30455 9.28827 9.23194 10.2799 9.09053 10.5811 9.49977 9.04869 9.01583 8.99445 8.9887 8.97151 9.80482 8.94275 8.8649 8.77735 9.34875 8.66739 8.65235 8.40749 8.67993 8.32518 8.29268 8.15803 12.2859 11.9369 11.8067 16.8821 9.42587 9.2332 11.2555 7.9584 7.95775 11.5076 8.63481 7.96586 7.94605 7.93565 7.83033 7.7684 7.76673 7.73251
threshold=11.500000000000002 1.0000000180025095e-35 0.097402690123269145 0.057373323290897775 22.138409961685827 51.546885694729646 0.28163387607148371 -14342.499999999998 3.5000000000000004 0.24133688114853255 40.732375085557841 0.10547590891984841 1.0248298522996284 0.2856687119447105 -10024.499999999998 0.10573591189219382 6.5831622176591384 47.048596851471601 0.38491192637806165 90.500000000000014 0.57583690306203417 -939.49999999999989 -0.020025881938636299 0.0056825457140803346 0.0039840289391577252 1.5000000000000002 311322.40909090912 57.550992470910337 1.0000000180025095e-35 0.16286574304103854 -1852.9230769230767 13.801639344262297 -920.49999999999989 0.12337223067816676 9.5000000000000018 13398.454285714286 16.500000000000004 0.11715000000000002 4.5000000000000009 0.4029855712957694 0.12168738733252701 0.98785000000000012 7.3205128205128212 1908949.5000000002 0.042150000000000007 -0.0049904559273272744 0.99999451222524249 0.16701534170153418 0.25357142857142861 0.41332740884122016 60.130047912388783 749.25000000000011 218798.28000000003 0.062166199054793182 29.500000000000004 216011.25000000003 15.500000000000002 -0.015479553025215862 143507.25000000003 15.366666666666669 0.93199241823269008 0.023357949219644073 -1122.4722222222219 0.051158292219042785 -0.012707788962870835 5.5000000000000009 1.5000000000000002 -0.030185165815055367 0.011450000000000002 -0.034231239929795258 0.38854714192210321 -0.019230747595429417 0.023671478964388374 0.031522197648882873 0.7163316205458331 0.023709269240498546 22.625833333333336 162842.06250000003 5.5000000000000009 -1962.9166666666663 10577.295937500001 -0.011388129554688929 1.0308607183968073 0.041378397494554527 0.11863508223375886 0.2631517665057917 9.2607802874743346 0.66553711745550281 28.216803760282023 6049343.8350000009 0.40098039215686282 3115.3387500000003 23951.250000000004 0.93199241823269008 1.0000000180025095e-35 10.947088465845466 0.13185000000000002 0.011044432874768974 0.0053273735102266082 78054.375000000015 -1731.4999999999998 0.71825396825396837 0.029374100267887119 6.5000000000000009 0.0093946931883692759 0.99999851894022751 2.0873379099923723 297005.44500000007 -0.030747741460800167 157502.25000000003 0.11055000000000002
decision_type=8 2 8 10 10 2 10 2 2 8 2 8 10 10 2 10 2 2 10 10 8 2 2 2 2 10 10 2 10 2 8 8 2 10 10 10 2 10 2 10 2 10 10 8 10 2 10 10 8 8 2 10 8 8 8 2 10 2 2 10 10 2 10 2 2 2 2 2 8 2 10 2 2 2 10 2 8 10 2 8 10 2 10 2 10 8 2 10 10 8 10 10 10 8 2 8 8 2 2 8 10 8 2 8 2 8 8 10 2 10 10
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Tree=139
num_leaves=112
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decision_type=8 2 10 10 2 2 2 2 2 10 2 8 2 10 8 10 8 10 10 10 2 2 10 10 8 8 2 10 2 10 10 10 10 8 8 2 8 2 10 2 2 10 10 10 8 10 10 2 8 2 10 8 2 2 2 10 10 2 2 8 8 2 10 10 8 8 2 2 10 10 8 8 2 10 2 2 10 10 2 8 2 2 8 10 2 8 2 2 10 2 8 2 2 8 2 2 8 8 10 10 10 10 2 2 2 8 2 2 8 2 10
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leaf_count=921 13627 127 665 671 619 35425 432 1884 164 196 611 1940 1245 159 171 180 1419 4011 610 986 772 413 234 19862 2371 2168 5816 87 113 304 1144 443 121 252 150 113 3631 204 244 1742 363 3113 571 413 3679 272 346 274 415 598 606 636 782 263 2389 65 481 101 7459 1795 891 880 55 127 199 633 284 2061 3752 149 2705 149 3118 587 12042 588 1000 1282 3886 2214 496 410 5470 194 356 1016 996 173 193 318 128 733 709 1827 296 331 499 195 199 126 5477 247 137 290 250 9165 2539 106 309 287 221
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is_linear=0
shrinkage=0.0227381


Tree=140
num_leaves=112
num_cat=0
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split_gain=43.4676 42.9971 50.8867 24.5572 24.5309 24.0269 21.5258 19.9217 21.0265 18.2665 18.0745 17.501 22.8894 20.0585 16.9883 16.7047 16.6054 16.0656 15.6202 15.4813 14.9546 14.5432 23.3113 14.2673 14.1264 14.0142 13.7633 20.5191 16.6066 13.5153 13.4642 13.4258 15.0325 14.0144 13.2637 13.1892 12.9791 12.9747 15.7281 12.5075 12.4585 13.3515 12.1498 15.4536 12.1429 12.111 12.0509 11.9015 13.705 11.4443 11.4193 11.377 11.3112 11.2666 11.0464 11.0404 10.8667 13.5282 10.7675 10.7291 10.6765 14.5679 10.6609 10.5826 10.5388 12.2031 10.2899 10.2426 10.1841 10.1566 10.1018 10.0625 10.0007 9.89266 11.6256 9.87206 10.7351 9.83062 9.74586 9.69415 9.64675 9.6265 9.55849 9.47663 9.42195 9.34493 9.34041 9.26912 9.25391 9.25313 9.2094 9.19929 9.19866 9.13312 9.04531 9.51306 8.99718 8.99586 8.95489 11.3419 10.942 10.4731 9.85266 8.90096 8.88733 8.72204 9.10296 8.68225 8.60005 8.54175 8.5316
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decision_type=10 10 2 2 2 10 8 2 2 10 10 10 2 8 10 8 10 2 2 8 8 10 10 8 8 10 10 10 2 8 2 10 10 10 10 10 8 10 2 10 2 8 10 10 10 10 10 10 10 2 10 2 10 2 8 2 8 2 10 8 10 8 2 8 2 10 10 10 8 2 2 10 8 10 8 2 10 2 10 8 2 8 2 8 8 8 2 10 2 2 8 2 8 10 8 2 10 2 10 10 10 10 10 10 2 10 2 8 10 2 2
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Tree=143
num_leaves=112
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decision_type=10 10 10 8 10 2 10 2 8 2 10 10 2 2 10 8 10 10 2 10 2 10 10 10 10 2 10 8 10 10 10 2 10 8 2 2 2 2 8 2 2 10 10 2 2 8 10 2 10 10 10 10 2 10 10 8 2 10 10 8 2 8 2 2 10 8 10 2 10 10 2 10 10 2 2 8 2 8 10 10 10 2 10 10 2 2 2 8 2 2 2 8 2 2 2 2 10 2 2 10 2 2 8 10 2 10 8 10 10 2 10
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leaf_count=27642 208 787 239 996 943 2207 1229 3601 9326 221 634 8538 2896 11549 22331 1098 1127 1356 356 217 233 3546 711 382 705 518 4935 1096 112 1570 207 6923 226 861 481 265 1285 590 786 784 595 399 1492 880 1186 356 213 304 240 425 406 2319 1835 255 2621 9386 884 202 142 145 274 1627 350 412 410 232 2126 219 285 82 1389 132 310 455 276 859 117 208 513 222 278 11212 1294 6292 1384 1004 114 497 146 5439 1983 1015 740 360 491 2857 174 203 662 80 177 1512 254 322 164 56 1154 927 128 1307 276
internal_value=0 -0.000487087 -0.000931663 -0.00101875 -0.00228278 -0.00125886 0.000309955 -0.0025596 -0.00148184 0.00217309 0.0035696 -0.000694644 -7.50624e-06 0.00327972 -0.000393707 -0.00689935 0.00323337 0.00561137 0.00302562 0.00187574 0.000559058 0.00051662 0.00227985 0.0032136 0.00223798 0.0108125 0.000853283 0.0052557 0.00658905 0.00557041 -0.00263345 -0.00162831 0.00782689 0.0120343 0.0134956 -0.00157122 -0.000216575 0.0135317 0.00344811 -0.00217925 0.0013817 0.0069223 0.00452793 0.00100151 0.00769904 0.00845867 0.0141984 0.00699704 -0.00505214 0.000121703 0.00761163 -0.00612889 0.000235069 0.00314839 -0.00502312 -0.0086162 0.00451109 -0.000584411 -0.00306432 0.011211 0.0015664 0.0137582 0.00462057 -0.00423613 0.00344493 0.00998582 0.000748942 0.00261078 -0.00175067 0.000931865 -0.00383791 -0.00642522 -0.0067123 0.00391695 -0.0017631 -0.00524497 0.00555351 0.00689311 -0.00299249 -0.00280842 0.0187201 -0.00572507 -0.00711575 -0.0031945 0.00244477 -0.00483002 0.00662982 0.00977889 0.0142553 -0.00384098 0.00852528 -0.00786373 0.00513994 0.00987683 0.0152217 0.00855399 0.0164327 0.0179035 0.0118011 0.00548979 -0.000615646 -0.00609402 0.0103432 0.00202392 0.00956822 -0.0097841 -0.00428051 -0.00161948 0.0178431 -0.00437977 0.0044525
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is_linear=0
shrinkage=0.0227381


Tree=144
num_leaves=112
num_cat=0
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split_gain=43.3166 39.2499 34.4036 30.0494 29.3913 26.8328 22.2113 21.6205 19.6727 18.5638 18.4378 18.0334 17.9775 18.631 17.2266 16.6659 16.7974 16.475 17.1851 16.1111 15.0545 17.3794 13.9943 15.3627 15.2812 13.943 13.4468 13.4053 13.3336 13.1507 12.5623 12.4938 12.4155 12.5933 12.3116 12.1571 15.8426 11.7787 11.6562 11.607 11.5816 15.3214 11.4001 11.2801 12.0035 11.2231 11.1414 12.2113 11.0345 10.9601 10.9005 13.7093 10.826 10.6422 14.8106 10.5975 10.3297 10.3266 10.2079 10.1693 10.134 10.1033 11.4961 9.5984 12.6222 9.78954 9.57685 9.57634 9.91014 9.51327 12.7495 11.8712 9.33471 9.4166 9.31692 9.15792 11.1833 9.46534 9.14296 9.09436 9.04755 12.1872 12.3904 9.0468 8.95604 8.793 8.78341 8.74359 8.7425 8.65271 11.0086 8.5397 10.7021 8.52044 9.47456 9.15843 8.50218 8.35812 8.44587 8.31201 8.1477 8.17471 8.13787 8.11357 8.10647 8.0219 8.17365 11.785 8.15411 7.9792 7.96714
threshold=11.500000000000002 1.0000000180025095e-35 4.5000000000000009 0.99999851894022751 0.045628036086051364 -4256.4999999999991 0.2217181471461753 -351.93333333333328 0.93593741860389279 0.69096016343207367 0.092137745936283391 -484.42222222222216 0.011998817790299656 3.1389459274469544 -731.49999999999989 -0.017636169679462906 -0.011973683722317217 1008.0109667451729 0.0060926494188606748 -242.49999999999997 -1696.4999999999998 -28.499999999999996 0.032258796252631602 1123913.2050000003 29.18685831622177 0.87827107664737547 0.023993794806301597 1.0000000180025095e-35 15.500000000000002 -0.017435549758374688 25305.750000000004 114745.41204545456 0.00381151179317385 9.5000000000000018 -0.023508563637733456 15752.250000000002 418.75961538461542 5.0030674846625773 -0.075779948383569704 0.017798604443669323 0.31159181182341522 1200.589298780488 6.5831622176591384 28.560661764705888 0.99999857580637508 0.46770833333333339 0.24307953863616702 0.0080622439272701758 -2257.4999999999995 1.0144151398037338 895.84214563454577 2.8099802502777349 2.5000000000000004 103502.25000000001 489766.50000000006 6350.0775776354922 -0.0016667941818013785 0.044727357104420669 666045.00000000012 -0.020641842857003209 196.50000000000003 -0.00089772196952253569 0.00073432858334854256 0.5764828006263274 -1210.4999999999998 -0.018018942326307293 38.500000000000007 0.5412885487714999 0.0057502158451825389 432110.25000000006 0.60357142857142865 0.0018020224524661901 632125.35000000021 -1348.1483516483515 0.031000000000000003 -298.49999999999994 0.017317290417850021 294.83007571214392 16.00340136054422 -0.043387230485677712 18075.000000000004 0.083045977011494257 0.93774224806201556 -557.34523809523796 0.016042620874941352 11.500000000000002 0.028950000000000004 0.5946829182123301 6544.5165000000006 -0.00071981368819251646 8.5000000000000018 0.12105 -1.0000000180025095e-35 0.46905220882215654 0.61121349522577273 888473.25000000012 888849.00000000012 0.015350000000000001 -0.0039118982385843984 -4184.4999999999991 0.10854712248832946 74146.823522727282 0.021400000000000006 0.26393188854489169 956.77360714285726 0.021566196344792846 -0.018254780210554596 0.0023162337020039563 0.80082135523613973 0.34539864277619675 0.0043836089316755542
decision_type=8 2 10 8 10 2 10 10 8 10 8 10 2 2 2 2 2 8 2 2 8 8 10 10 2 10 2 2 2 2 8 10 2 10 2 10 10 8 2 2 8 10 2 10 10 8 8 2 10 10 8 2 10 10 10 2 2 2 10 2 10 2 2 10 10 2 10 8 2 10 8 2 10 8 8 8 2 8 8 2 10 10 10 10 2 10 8 8 10 2 10 10 10 8 10 10 2 10 2 2 10 10 8 8 8 2 2 2 2 10 2
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Tree=147
num_leaves=112
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decision_type=10 8 10 2 2 10 8 2 10 2 8 10 2 8 10 10 2 10 8 10 10 2 10 2 10 8 2 10 10 8 10 8 2 2 8 10 10 8 2 2 8 8 10 8 10 8 2 10 2 8 2 2 10 10 10 2 8 8 10 2 10 8 2 8 10 10 10 2 2 8 8 2 10 2 2 10 10 10 10 10 2 10 2 2 10 10 2 2 2 2 8 2 10 2 2 10 10 2 2 10 10 8 2 2 2 10 8 10 10 10 8
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leaf_count=294 179 6886 90 1247 52249 1078 1399 226 57 7923 10217 1445 78 1843 6570 164 94 15941 141 585 165 294 1115 342 2362 233 1587 462 302 799 209 561 1003 865 728 855 861 1475 659 1720 6246 4022 242 2146 1065 1007 1059 4404 999 132 285 4670 205 435 1573 224 420 139 120 372 624 11789 344 1996 86 121 178 203 236 607 327 140 145 603 3782 85 130 214 895 252 104 132 251 335 3656 340 384 420 344 149 1577 472 153 934 341 149 573 763 392 3971 1048 290 2879 311 1054 175 535 483 174 224 659
internal_value=0 0.000356391 -0.000141805 -0.000608699 -0.00129955 0.00131968 0.00273257 -0.00518154 -0.000967742 -0.00102993 0.0010076 -0.00171506 0.0112344 0.00354151 5.49846e-05 0.0021722 0.00539405 -0.00207894 0.00290738 0.00728985 0.0117007 0.00498878 0.00762396 0.0122764 -0.00144462 0.0017036 0.0145088 0.00420081 0.00258572 -0.00191617 0.00100261 0.00216429 0.00363201 0.0082635 0.00329098 -0.00230692 -0.00314168 0.00284974 -0.00591405 0.00194255 0.00305564 0.00386706 -0.00265043 0.00329506 0.00245947 0.00334819 0.00365032 0.00197407 0.00351076 -0.00224312 0.0118503 -0.00419291 -0.00459754 0.00653999 0.000801873 0.00455659 0.0122327 0.0054899 0.0144538 0.00660476 -0.00686067 -0.00749529 0.002459 -0.00845057 -0.00669908 -0.00291016 0.0045606 0.0050646 0.0144695 0.00316345 0.0213078 0.021815 0.012244 0.0176398 0.00227307 0.00188825 0.00818367 0.000168895 -0.000638192 0.00510985 0.0121742 0.0155533 0.020874 0.0136499 -0.00294548 0.00228807 0.011933 -0.00249401 0.00416514 -0.00421104 -0.00796898 0.0175597 0.0140374 0.016884 0.00805166 0.0115234 -0.0049795 0.00281082 0.0128677 -0.00695164 -0.00978472 0.00946547 -0.00649392 0.01056 0.00742452 0.00892214 -0.00346627 0.000374904 0.0138172 -0.00524268 0.00242726
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is_linear=0
shrinkage=0.0227381


Tree=148
num_leaves=112
num_cat=0
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split_gain=39.8763 43.0599 36.2944 26.5854 26.8046 28.0318 21.5799 20.8438 19.8377 19.2287 19.1165 15.9073 15.674 15.5714 15.3015 14.4176 14.5696 14.1603 14.1441 13.9874 13.5469 12.3668 12.341 12.87 13.4387 13.4511 12.2039 12.5637 12.0653 12.5222 12.0174 11.6011 18.0673 11.2311 11.1923 11.1601 11.0854 11.0463 10.946 13.4058 10.7084 10.6875 11.4902 11.6968 11.7385 10.786 10.5985 11.2731 10.535 11.5422 10.3911 9.99183 9.97326 13.3309 9.80205 9.71077 11.8562 9.59367 9.32629 9.32334 9.29187 9.17574 11.903 9.15323 9.13787 9.13121 9.04217 8.89761 14.9941 10.0209 8.86833 8.83549 8.82794 8.95733 8.81211 8.80949 9.01399 8.77631 9.15569 8.73369 8.64635 8.62811 9.42506 13.9507 11.425 9.7965 9.28564 8.96731 8.61961 8.60083 9.5378 8.50365 9.16939 8.78712 8.49639 8.68013 14.9422 9.86086 8.4365 8.4151 9.42687 9.28034 9.85221 8.25806 8.25287 8.21799 8.20901 8.72398 8.03943 8.0345 7.98873
threshold=16.658813747228386 0.37341064237963228 24802.125000000004 0.56008298755186736 0.62146108627969932 43.500000000000007 0.11490415959024501 -771.73863636363626 -2152.549125 5404860.0000000009 -30.499999999999996 678845.25000000012 0.067453245508049167 263.9285714285715 0.33228856864289885 -0.032598314806818955 26210.250000000004 87.698263520522389 166.11592245090762 24.973684210526319 -1812.4999999999998 973.34064780355322 -14143.499999999998 0.61489423251651132 -1394.4999999999998 0.079203676525648262 5.829710144927537 -0.057553704828023904 900045.00000000012 -19740.499999999996 37310.850000000006 9.5000000000000018 30.29568788501027 520209.00000000006 113766.41250000002 3.5000000000000004 -1014.8819444444443 0.31076286118896485 4.5000000000000009 0.25699139548342126 0.32672684458398749 0.13245000000000004 46.20533880903492 0.27362376454168696 3.5000000000000004 0.059550000000000006 0.014288891572505237 -0.0056694652885198584 7.5000000000000009 0.016602712683379654 0.0024904385209083561 9.5000000000000018 -394.49999999999994 -0.012167370412498711 190.16713129496404 -1120.4999999999998 0.87867647058823539 -1.0000000180025095e-35 8.5000000000000018 -0.034988412633538239 -0.025885358452796933 0.045964816091017449 4.5000000000000009 400041.00000000006 0.28175342776492424 34.500000000000007 0.053410283959111744 1.5000000000000002 0.013083500000000001 -0.011622259393334387 151187.34375000003 -0.028593004681169983 -0.0078849871642887575 -0.014612846076488493 -0.00090630294289439906 0.011424456257373096 -0.0025853202678263183 0.01531071634963155 675.8625011449725 -0.0087630595080554468 182.97604522508618 0.029292796773384047 -1239.4999999999998 0.011342196725308897 15.500000000000002 9.5000000000000018 917203.50000000012 -0.014108099974691866 233.50000000000003 213.73503789375033 518635.80000000005 0.19786567481092365 0.0091475411318242567 -0.0015100422897376118 0.0061074999999999506 0.90860430796633274 0.005014214664697648 0.61013349773813486 0.97885000000000011 0.069818868925315858 0.51610050499607063 0.16882401220436857 0.28175342776492424 -0.023633262142539021 -367.49999999999994 -1240.4999999999998 1.5000000000000002 -0.069046553224325166 0.27856020210090199 -0.012369742617011069 -0.024268737994134423
decision_type=10 8 10 8 10 10 10 10 8 10 10 10 8 8 2 2 10 8 10 10 10 10 2 8 10 10 8 2 10 2 8 2 2 10 8 2 10 8 10 10 8 10 2 10 2 10 2 2 2 2 2 10 10 2 10 10 10 10 10 2 2 2 2 10 2 10 2 10 2 2 10 2 2 2 2 2 2 2 8 2 8 10 10 2 10 8 10 2 10 8 10 2 2 2 2 8 2 8 10 10 2 2 2 2 10 8 10 2 8 2 2
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Tree=151
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decision_type=8 10 2 10 10 10 8 8 10 2 2 2 10 10 10 8 2 10 10 8 10 10 10 8 2 8 10 10 10 8 2 2 2 10 8 2 2 2 8 2 10 8 10 10 10 8 10 2 8 8 8 2 2 10 2 10 10 8 8 8 10 2 2 8 10 2 10 10 8 8 2 10 2 2 2 10 10 10 10 10 10 8 2 2 10 8 2 2 2 2 8 2 8 2 2 8 8 10 2 8 2 10 10 8 10 2 2 2 8 8 2
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leaf_count=898 20805 281 304 4574 1548 415 757 2888 350 19625 1281 824 94 474 246 12475 356 785 11402 257 397 4739 11613 2401 219 154 1214 3357 624 77 388 368 293 2330 113 844 691 1656 4799 606 1783 14831 930 285 245 1898 294 1605 2411 673 565 341 112 116 378 1717 1174 1773 404 11265 680 1653 575 618 473 264 4405 271 431 177 108 88 348 69 135 290 247 87 530 266 93 1138 277 581 98 133 1341 149 89 463 2059 695 119 173 216 588 248 153 2593 1126 202 191 91 109 10062 252 146 300 4569 242 145
internal_value=0 0.000827023 0.000548159 0.0015647 0.00178498 -0.000815331 -0.00199334 0.00100837 0.00150457 0.0026812 0.00714856 -0.00121761 -0.00268489 -0.00345659 -0.000804826 0.000949261 0.0047717 0.000498709 -2.1118e-05 0.00982699 -0.00199621 0.0018978 -0.000716822 0.00495064 0.00143064 -0.000939515 0.00320145 0.00119826 0.00546824 0.00649546 0.00509878 0.00550049 0.00609795 -0.000934207 0.00903726 -0.000340669 -0.00157053 -0.00026953 0.00147369 0.00283062 -0.00226561 -0.00198739 0.0082873 0.00802895 0.0068161 0.00818962 -0.00629971 -0.00280341 -0.00725397 -0.00050643 0.00721787 0.0119319 0.01627 0.0197163 0.00752264 -0.00482404 -0.00524946 0.00713056 0.00925968 -0.00606971 -0.00751918 0.00343337 -0.000637771 0.0111559 0.00268576 0.00492015 -0.00154456 0.00621178 0.009221 0.0118828 0.0141221 0.00890174 0.00967652 0.0133471 0.00224076 0.00188932 0.00155354 0.0153391 -0.00406335 0.00336894 0.0148339 0.00510164 0.00432497 0.00220011 0.00572044 -0.00316834 -0.00480768 -0.00313418 0.00856488 -0.00430057 -0.00740948 0.00175527 0.00785712 -0.00736178 -0.00254462 0.00520472 0.0153466 0.0185218 -0.00324065 0.000139821 0.01809 0.0193017 0.00851037 0.0125543 -0.007992 0.0117208 0.00389708 -0.0019716 -0.00840699 -0.000742049 0.00490368
internal_weight=0 10642.6 10048.5 5755.92 5625.83 4292.54 3017.71 4474 3963.29 2589.76 375.958 4042.03 2632.33 2217.84 3747.6 1516.54 1151.83 1475.01 1405.28 69.7316 2231.06 2213.8 1373.53 169.581 414.492 303.633 845.593 551.442 594.138 538.666 476.957 250.513 446.831 429.66 46.5053 679.729 577.815 507.183 407.691 364.518 2184.56 2131.45 121.782 55.1994 294.151 266.209 294.433 510.716 167.539 343.177 223.85 109.308 76.28 65.5263 110.859 1538.11 1457.15 413.592 295.211 1234.8 807.051 180.019 222.347 249.334 385.377 270.383 1203.95 101.914 83.4197 66.9278 41.5254 306.233 294.825 154.431 203.455 70.6325 118.381 40.2269 141.816 45.8022 47.9709 140.394 98.6922 114.542 24.5368 50.3342 163.158 248.433 17.5779 230.855 151.274 79.5813 74.117 278.767 114.995 80.5305 61.7093 50.1343 427.75 180.205 41.3203 32.989 15.6664 44.1191 782.514 54.1498 21.6872 77.147 257.08 46.4583 25.038
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is_linear=0
shrinkage=0.0227381


Tree=152
num_leaves=112
num_cat=0
split_feature=29 162 16 163 10 122 122 121 143 92 122 186 137 226 177 135 161 151 135 121 153 204 122 89 134 181 196 18 144 151 151 204 122 81 18 141 183 130 186 227 180 141 130 208 57 124 214 119 122 151 170 150 169 214 124 132 57 203 42 161 5 122 133 5 189 189 216 45 68 221 38 57 16 60 183 40 232 40 191 180 213 232 180 12 133 14 17 73 170 30 59 35 199 144 180 59 40 214 141 130 226 220 170 218 177 124 92 132 204 226 199
split_gain=35.1765 30.8015 26.69 24.0137 23.2482 20.4744 19.5233 18.649 28.9555 20.759 18.3833 21.4352 19.1453 18.189 16.8764 23.4747 16.4781 17.0274 26.2581 20.7778 16.3523 15.7955 15.0474 14.7437 14.4498 14.0249 13.3331 13.0941 15.8314 15.6901 13.4229 13.0759 12.7603 12.7277 12.5518 12.3541 14.8169 14.5321 12.1238 12.0228 11.9312 11.8081 11.5925 14.0015 12.5588 11.2863 10.7929 10.2495 11.1369 10.2238 10.0074 10.0052 9.94304 9.89135 9.84636 21.3272 12.5667 10.308 12.8018 10.1616 10.0085 16.0382 9.82923 9.64739 9.62604 9.60088 9.50312 9.47521 9.24992 9.1213 9.76247 9.11582 9.10533 10.471 9.50225 9.06794 8.95812 8.72141 8.70264 8.6846 8.60447 8.5969 8.58676 8.57029 10.3092 8.44486 8.25075 8.42054 8.24833 8.22035 7.89668 8.75834 7.84833 7.56254 7.48329 7.62048 7.37966 7.34158 7.29037 7.24949 8.8526 8.60317 7.24722 11.4765 9.12598 7.29474 7.21945 7.21057 7.21047 7.19642 7.27324
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decision_type=2 8 2 10 2 8 10 10 10 10 10 10 2 2 8 10 8 8 8 10 10 2 10 10 10 10 8 2 10 8 8 2 10 8 2 2 10 10 10 2 8 2 8 2 10 2 2 8 10 8 8 8 8 2 2 8 8 2 10 10 2 10 10 2 10 10 2 10 10 2 2 10 2 10 10 10 2 8 10 8 2 2 8 2 10 2 2 10 10 2 10 2 10 10 10 10 10 2 2 8 2 2 10 2 10 2 10 10 2 2 10
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Tree=155
num_leaves=112
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decision_type=10 2 2 8 10 10 8 10 8 10 2 10 10 10 10 8 10 10 8 8 8 2 2 8 10 8 8 10 10 8 8 10 10 2 10 2 8 8 10 8 8 10 10 2 2 2 10 10 10 10 8 2 10 2 8 10 10 2 8 10 10 10 2 10 8 2 2 2 2 2 10 10 10 10 10 2 8 8 8 10 2 10 10 2 8 10 2 2 10 10 2 2 2 10 8 2 2 10 10 8 10 10 10 10 8 10 2 2 2 8 8
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internal_value=0 -0.000264156 0.000447553 -0.00224426 -0.0033633 0.00117891 0.000457521 0.00347636 0.00471519 0.00694593 6.52742e-05 0.00866958 0.00113643 -0.0015227 -0.00209231 0.00635372 -0.00461755 0.0033562 0.0110343 0.00436634 -0.00281405 -0.00347461 -0.000341042 -0.00199184 0.0100887 0.00533639 0.00346092 -0.00234439 0.00637428 0.00347318 0.00123703 -0.00120726 0.00144524 0.00323269 -0.00696205 -0.00103964 -0.00154042 0.00113238 -0.00244516 0.00191324 0.00316898 -0.000828202 -0.00249014 -0.00352117 -0.00203821 0.00218922 0.0053255 0.00868154 -0.00327106 -0.00430008 0.0030768 0.00120922 0.00962621 0.0117969 0.00104472 0.00518848 0.00135092 0.0020511 0.00249962 0.01457 -0.00490833 0.00716378 0.00920159 0.0108743 -0.00408013 -0.000269096 0.0011437 0.00313918 0.00735357 0.00299862 0.0152016 -0.000148443 -0.00621338 -0.00146346 0.00377534 0.00836504 0.00558744 0.00919542 -0.000952975 0.00528003 0.00720441 0.0138985 -0.00479921 0.00769331 0.000302215 0.00326815 -0.00226463 -0.00422868 0.00751059 0.00454671 0.00888859 0.0132176 0.0014878 0.000434008 0.00386101 -0.00199414 -0.00562463 0.00225832 0.00503465 0.00594055 0.0044631 0.00650704 0.0091093 -0.0042629 0.00525058 0.00643417 -0.00128254 -0.00318458 -0.00186597 0.00506764 -0.00443559
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is_linear=0
shrinkage=0.0227381


Tree=156
num_leaves=112
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split_gain=37.6225 34.4582 21.5193 21.3172 20.1528 18.0367 17.2356 16.629 16.5456 21.2904 16.3679 19.0803 14.4859 14.1664 13.781 13.6073 13.2428 13.2351 13.1393 12.9308 12.4157 21.082 16.3685 13.6309 15.9354 12.3487 12.3123 12.1196 11.9707 12.764 11.7902 11.7337 12.0293 11.6886 11.4956 12.6033 11.1718 11.1234 10.9667 11.3694 11.7531 11.7359 10.947 14.6144 10.898 10.8813 10.6413 14.2147 12.293 10.4507 10.4358 11.0042 13.805 10.4255 10.2782 9.91367 9.88978 10.8802 12.7634 9.93229 9.86003 9.65235 9.63944 10.5327 9.59004 9.45426 10.422 10.8689 11.151 10.0436 9.55159 9.37391 9.36389 9.3344 10.5831 10.3694 9.28463 9.91187 9.21204 9.15705 10.3081 9.00042 10.4459 9.61141 8.93186 8.89518 9.10656 8.9914 8.8522 8.81954 8.78584 8.75502 10.852 8.75481 8.72801 8.65456 8.44976 8.39531 8.32939 8.27547 11.7638 8.15312 8.14115 8.09883 8.07819 8.03388 8.0306 7.97596 7.94209 7.87724 7.84397
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decision_type=10 8 10 8 2 10 8 2 8 10 10 10 10 8 2 10 2 10 8 2 10 10 8 10 10 8 2 2 10 10 2 8 2 10 10 10 10 10 10 8 2 10 10 8 2 8 8 10 10 8 10 2 10 10 10 2 8 2 10 10 10 8 10 10 10 10 8 2 8 10 10 10 10 2 2 8 10 10 2 10 8 2 8 2 10 2 10 10 2 10 2 10 10 2 2 8 10 10 10 2 10 8 2 10 10 10 10 8 2 10 10
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Tree=159
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decision_type=8 8 10 10 10 10 8 10 2 8 10 8 8 10 2 10 2 10 8 2 8 8 2 2 10 8 10 2 8 10 8 2 8 2 10 2 2 8 10 8 2 10 8 2 10 10 10 10 2 8 2 8 8 10 2 2 10 8 2 8 8 8 2 2 10 10 2 2 8 8 2 10 10 10 10 2 2 2 2 8 2 2 2 10 10 2 8 10 8 10 8 8 2 10 10 10 8 2 10 8 2 8 10 10 10 8 2 10 8 10 8
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leaf_count=83 991 48651 261 159 625 3298 1132 11218 240 146 11037 5010 17754 337 1641 444 526 665 384 468 1301 7646 344 947 7958 4914 198 4558 2395 281 462 491 465 5816 252 102 123 208 1991 760 294 105 251 897 609 227 221 108 235 198 2199 180 679 113 161 322 681 592 187 375 346 656 264 493 898 723 364 162 237 2117 347 284 219 337 132 126 103 169 351 901 219 104 2009 428 412 344 165 112 1773 563 1150 203 315 231 430 100 15479 754 92 582 111 235 2617 6609 136 268 137 347 525 420 154
internal_value=0 0.000353096 -7.72074e-05 -0.000153929 -0.000589206 -0.000317721 0.000983193 0.00281268 0.00351842 -0.00322845 -0.001405 0.000840451 -0.00159507 -0.00371801 -0.000755308 0.00267252 0.00369263 -0.0013403 0.00474665 0.00597589 -0.00544675 0.00552218 0.00849442 0.00281194 -0.000714049 0.00286058 -0.00434889 0.00184937 -0.00253034 -0.0047986 0.00266394 -0.00531012 -0.0062342 0.00316925 -0.00189587 -0.00595671 -0.00793013 -5.20989e-05 -0.00172686 -0.00596339 0.0115749 0.0072803 -0.00303794 -0.000908445 0.00427394 -0.00827524 0.00934432 0.0120494 0.00934813 -0.00900681 -0.00777557 0.0112775 -0.00294705 0.00326649 0.00919049 0.0151389 0.00372037 0.00618207 0.0117417 -0.000238173 0.00101455 0.00569239 0.00849253 0.00379805 -0.0018308 0.00069177 0.0048847 0.00115016 0.00674113 -0.00444282 0.0134764 0.00443545 0.0114649 0.00414756 0.00878238 0.00753337 -0.00258098 0.00254203 0.00823287 -0.00763391 0.00989798 0.00894827 0.00961881 0.0105483 -0.00767391 0.00262796 -0.0021044 0.00859659 -0.00688402 0.00211371 -0.00607519 -0.00952131 0.000602076 0.00455001 0.00765451 0.0128838 -0.00782964 -0.00232583 0.0100823 0.0147307 -0.00201087 0.00986569 -0.0099065 -0.0119584 -0.00963224 -0.00068458 0.0128947 0.0167721 0.00339343 0.00193949 -0.000738842
internal_weight=0 12263.3 10803.1 10760.6 9330.5 8831.79 4021.25 2351.73 1460.22 1407.69 4810.55 1367.56 1669.52 1363.02 3949.69 1430.1 1212.88 3404.33 1191.08 954.098 923.395 984.171 534.323 1101.48 1469.62 545.356 860.858 969.634 222.716 839.816 419.775 498.709 856.139 746.918 269.135 140.39 129.94 439.626 357.824 482.69 111.402 93.8544 341.987 266.205 107.208 514.152 131.845 106.978 64.441 485.665 199.9 330.148 217.223 72.6109 45.634 33.5447 204.175 158.892 88.7201 236.986 249.803 106.384 88.8523 70.7268 213.406 167.184 34.8628 39.3234 81.8018 158.997 53.9819 112.048 23.5006 67.256 47.5073 87.5282 143.419 73.337 46.326 70.0825 44.6708 96.6068 302.483 283.927 108.021 128.744 74.9137 53.8307 447.827 41.5779 144.612 96.3492 323.168 135.586 105.616 66.6803 406.249 187.583 65.8586 43.7888 39.8725 19.1779 446.341 298.633 46.2227 22.0698 40.7503 32.3683 28.4871 98.1194 29.9265
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is_linear=0
shrinkage=0.0227381


Tree=160
num_leaves=112
num_cat=0
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split_gain=31.6488 24.0056 27.4898 22.7265 22.5437 21.9279 20.4702 20.8871 18.3979 18.6776 15.868 18.6468 16.0273 15.6645 15.0684 15.4405 15.0483 14.9329 14.6183 14.133 13.7105 15.6437 13.6296 13.0368 13.7025 12.7223 12.5463 12.4953 13.2776 13.3541 12.7692 12.7576 12.0063 16.7069 11.899 11.6135 11.5757 11.5621 12.4746 11.2194 12.9694 10.8559 10.7816 10.623 11.9298 12.9853 11.0028 10.4796 10.4514 10.4337 10.4289 10.4172 10.3712 14.3203 12.3571 10.1043 10.0255 10.0191 9.79595 10.5366 9.74032 9.65777 9.6273 9.5423 9.49777 9.45091 9.42157 10.2636 9.26264 10.3446 9.18054 8.88385 8.77789 10.2175 10.7166 10.1308 8.57967 8.55604 8.3949 8.38218 8.49329 8.3573 11.9416 8.9317 8.06046 7.96297 7.91881 7.90849 10.8936 8.19043 7.90577 7.88455 7.78242 9.7916 8.58966 7.74402 7.72775 7.59137 7.56371 7.5346 7.31876 9.73591 7.19713 9.0561 7.18189 7.1208 7.85611 7.08408 6.99097 6.9104 6.90221
threshold=1.5000000000000002 1.0000000180025095e-35 16575.750000000004 120503.26060096156 1.5000000000000002 0.0482779216254395 4.5000000000000009 12891.081375000002 0.049999656087035625 4.5000000000000009 0.79113646691588324 111465.45000000001 0.091911616878495486 0.096975658088922514 7.5000000000000009 0.12918071448802951 76.500000000000014 -1.4999999999999998 -0.037566494196653359 -4763.4999999999991 -0.023527436889708039 1305.8180082752617 0.25353542476322671 -1456.3229166666663 12.006849315068495 0.0049899202027715731 -1307.4999999999998 21.977899877899883 0.0044076592693141296 13481.308500000001 -996.18333333333328 0.014380312524735929 0.3858556860770897 -0.016790428198873993 -825.49999999999989 -7472.4999999999991 -1307.4999999999998 -0.0019671192858368154 0.13540000000000005 30462.591478315255 -1446.4999999999998 12.500000000000002 233.59477019028319 607519.50000000012 128347.76931818183 0.020324777811765674 1.0000000180025095e-35 10.500000000000002 0.023705000000000004 -0.034627038985490792 -0.0080173094756901247 0.98685000000000012 0.05365000000000001 -574.49999999999989 -0.0086738695390522463 -0.026519953273236748 0.15044755926045741 1.0000000180025095e-35 0.0014857135829515757 2.0999914444795889 0.0036079230485484008 0.10355000000000002 24.752777777777784 0.018130000680685047 5270.6250000000009 6.5000000000000009 -1114.0499999999997 0.28444589363541123 0.057864848710455587 0.29933974935320984 0.057150000000000006 -1668.4999999999998 20472.041250000006 -0.016516353003680703 16877.250000000004 0.054650000000000011 0.36962292200069041 -0.018160994164645668 -594.49999999999989 2.0031446540880506 -339.49999999999994 1124.4493465909093 0.13399345466097837 -1664.4999999999998 0.038946480932802494 0.029929133132100109 -0.005524259526282548 0.018421500000000004 0.025550000000000003 80.500000000000014 8.1191420318428893 0.074113234575315254 -0.002158494782634079 22.500000000000004 0.001205970474984497 18.500000000000004 29.500000000000004 -440.49999999999994 -0.011921511963009833 -0.028793821111321446 0.35875833922910033 0.18105000000000002 0.32182841233794363 0.017678639851510528 -0.032935678958892815 0.8042308098392118 0.0087227178737521189 26740.923750000005 23.500000000000004 61.500000000000007 -0.014086272567510603
decision_type=2 10 10 10 2 10 2 8 10 10 8 10 8 2 10 2 10 10 2 2 2 10 2 10 10 8 10 10 8 10 8 2 2 2 10 2 10 2 10 2 10 10 10 10 8 2 2 2 2 2 2 10 8 10 2 2 10 2 2 2 2 8 8 2 10 10 10 10 10 2 8 10 8 2 10 8 10 2 2 10 8 8 2 8 10 2 2 2 10 10 2 8 2 8 2 10 8 10 2 2 8 8 10 2 2 10 2 10 8 8 2
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Tree=162
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threshold=19.66811594202899 1.0000000180025095e-35 0.080774112354767821 0.045334974622049974 -19.499999999999996 0.097402690123269145 0.078999783232302209 0.78385169088686679 13738.551428571431 0.13336627140974969 8705.1075000000001 27.500000000000004 32.6858316221766 0.079203676525648262 25962.750000000004 -151.49999999999997 4.5000000000000009 0.020250000000000001 2.5000000000000004 -0.0391761977225542 -508.49999999999994 0.41042780748663105 0.066650000000000015 231759.00000000003 -1315.4722222222219 52500.30000000001 0.13328135264952762 -0.020904271863400933 0.46312257152949493 0.79703554133438159 2.5000000000000004 0.33309259391891283 0.47913043478260875 -0.042072722688317292 -0.0062197942752391091 12.743050193050195 0.15894736842105264 324036.00000000006 -2640.4999999999995 0.055450000000000006 -1931.4999999999998 0.10573591189219382 -662.49999999999989 18.738308823529419 0.0019339641439728441 3.5000000000000004 0.56282580468960275 0.047726122502868264 0.28784503780567355 536458.07250000013 0.45841425174701106 2071.5000000000005 0.64028492490012201 -3844.4999999999995 16.500000000000004 -1839.4999999999998 181975.50000000003 2578.7422205159714 544170.0900000002 223481.25000000003 9.5000000000000018 0.69025018470120569 -0.01707794331014156 -2924.4999999999995 -1482.4999999999998 0.0083864275366067904 -1278.651515151515 -2591.4999999999995 0.0080500000000000016 -0.015800944529473778 8.5000000000000018 674493.75000000012 0.032932722941041 0.0078332936391234415 948.50000000000011 3.5000000000000004 54.500000000000007 -0.00041320061427541072 0.98135000000000006 0.010264228451265752 -0.012776503339409826 -8978.4999999999982 1.5000000000000002 0.57113938692886068 -94.499999999999986 1908949.5000000002 0.015280819032341244 -0.0012551898835226891 13926.611250000004 8.5000000000000018 -0.011966908816248177 0.020230517722666267 425.78529262672811 -0.0047543649561703196 0.69221031829683199 0.0040381455328315505 117.50000000000001 198157.50000000003 -0.010976710822433232 0.00095000000000000011 4500.0225000000009 -0.024537000805139538 -0.034821903333067887 0.16828025877475741 234900.69750000004 0.031042000000000004 44789.335383900943 -1850.4999999999998 0.84747160947274136 -1111.4999999999998 0.0097671244293451327
decision_type=10 2 8 10 10 8 8 10 10 10 8 8 2 10 10 2 10 10 2 2 8 10 10 10 10 10 8 2 10 10 10 10 8 2 2 10 10 10 2 10 8 10 2 10 2 10 8 10 8 10 8 10 8 2 2 2 10 10 8 10 10 10 2 2 2 2 10 2 8 2 8 8 2 2 10 2 10 2 10 10 2 2 2 8 10 8 2 2 10 10 2 2 8 2 8 2 10 2 2 8 8 2 2 2 8 2 8 10 8 10 2
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Tree=163
num_leaves=112
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split_gain=30.7164 27.345 24.385 21.0453 37.0428 20.5701 19.9555 17.3814 16.8415 16.7094 16.3486 18.5534 16.3313 21.7123 16.2543 16.2246 16.1012 14.8541 14.7023 14.34 14.7406 13.9243 13.4487 13.0017 16.2255 12.6518 12.4665 12.316 12.3062 12.1747 14.783 12.8879 14.1102 12.0908 13.0004 12.8825 13.4996 13.1623 12.0401 12.3739 11.8961 11.8508 11.6721 11.4769 11.4151 11.3716 11.2087 11.196 11.8093 11.059 10.934 10.8038 10.7101 13.9667 10.5336 11.1668 10.4035 10.334 10.1711 10.129 10.0803 10.9948 11.5901 11.5391 11.6861 11.1667 12.8396 10.2972 10.0216 9.93996 9.91493 9.57461 9.45888 9.40348 9.30615 9.28364 9.23124 12.3403 10.4553 9.2242 9.13478 9.02108 8.91059 8.82033 8.9039 8.79628 8.7669 8.58539 8.52936 8.49249 8.36537 9.382 8.27163 8.20069 8.17605 8.89531 9.07596 8.0909 8.04474 11.3608 8.87751 8.00124 7.95274 7.92138 7.88509 7.83726 10.2892 8.13132 8.00477 7.79653 7.7737
threshold=-2432.4999999999995 1.0000000180025095e-35 -852.49999999999989 0.43614130434782611 1.5000000000000002 31.500000000000004 3436.8975000000005 0.9437410982750436 0.021479828367915867 16.77308238636364 1.0000000180025095e-35 12.500000000000002 1964144.2500000002 0.0014500000000000001 0.28887041914992811 3.5000000000000004 1.0000000180025095e-35 0.063106542162230453 3.2057449147883457 0.32356211386661116 1.5000000000000002 0.040461587629614125 54.500000000000007 0.32142096987494367 -0.0158513905480504 0.97885000000000011 -78.499999999999986 3.5000000000000004 12.151229273870785 18215.541000000005 0.13510132580995562 0.73088169140800729 352320.75000000006 23.500000000000004 1.0000000180025095e-35 9.7756861365235768 5.5000000000000009 331952.94000000006 0.67311432871682808 -1896.4999999999998 0.36812987827773896 14.6013698630137 14.500000000000002 29225.698500000002 4.5000000000000009 0.80252145329355828 -1365.4999999999998 0.040350000000000004 0.37537450509820991 -107.49999999999999 0.11065000000000001 10752.525000000001 0.32175870106904597 0.25739488819266459 0.34788160777155402 0.020479500000000001 0.016290292251242709 -140.49999999999997 0.8660500000000001 0.01404803339391947 1744.5000000000002 1379.5000000000002 0.29520697167755999 0.83471946295526833 0.087468762669028824 0.088343534710747448 -0.0038589159958064552 -0.0045204209163784972 -2481.4999999999995 -173.94999999999996 -1308.4999999999998 0.38357774511422932 0.16821471658886408 0.96490147783251246 0.016667027283768208 -0.02059900667518377 -107.49999999999999 -2.4999999999999996 808317.00000000012 451282.50000000006 7.5000000000000009 0.014120941516011955 0.0148343313485384 0.0056248472537845382 -0.0030299702193588014 0.53439389031369788 0.067453245508049167 0.21701574039658902 0.028816336765885357 21.559027777777782 0.2305115398591723 -0.028980638831853863 -118.49999999999999 0.92831449126413168 14.500000000000002 0.050149572663237101 3.5000000000000004 -0.014467002358287571 0.58938797709313129 0.096025177543532722 0.010089500000000001 148149.67500000002 48.500000000000007 69806.250000000015 0.17929111528713967 0.00075000000000000012 0.98235000000000017 -92.499999999999986 5.5219806763285026 0.012591343373060228 -0.01230708649381995
decision_type=2 2 2 8 2 10 8 8 8 8 2 8 10 10 10 10 2 8 10 2 8 8 2 8 2 8 8 2 10 8 2 8 8 8 2 10 8 10 10 8 10 8 8 10 10 10 2 10 2 10 10 10 10 8 2 2 10 10 8 2 8 8 10 10 8 8 2 2 10 10 10 8 10 8 10 2 10 10 2 8 10 2 2 2 2 10 8 8 2 8 8 2 10 10 2 8 2 2 10 8 2 10 10 10 10 10 8 8 10 2 2
left_child=7 2 5 4 6 29 16 9 -9 27 11 18 21 -14 101 42 54 46 110 20 25 -13 23 24 -12 -19 60 -1 -20 30 31 57 -33 34 58 69 37 -37 39 -10 -25 -24 71 47 49 -38 -4 48 -41 81 98 75 76 -54 -3 -56 -34 79 -29 83 61 65 -63 -64 -65 70 -67 97 86 -36 73 72 -11 -5 -51 85 78 -78 -28 -2 -22 -31 -43 -55 -85 -44 -35 -49 90 -32 -69 -92 -91 -77 95 -53 -97 -62 99 -17 -100 -7 -46 -101 -21 108 107 -107 -70 -94 -8
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leaf_count=4502 2479 964 175 231 1342 156 174 397 5248 374 470 6895 3325 4658 543 93 403 98 10251 882 1387 27089 1968 6619 7499 419 240 260 1486 8032 646 9315 1193 222 3540 375 220 690 6262 6960 8161 791 514 745 715 853 658 37 1788 2833 345 65 418 916 522 283 5603 1145 540 333 331 204 251 111 475 1277 1971 131 1228 2354 822 1984 466 1421 138 3246 220 422 123 1710 310 577 510 216 297 610 4291 696 188 4249 413 876 650 185 790 844 2096 402 289 366 999 153 151 150 1181 498 607 76 2681 232 1004
internal_value=0 0.000698342 -0.00122576 0.00140165 0.000878625 -0.00209306 0.001084 -0.00184696 -0.00436323 -0.000728853 0.000843143 -9.73627e-05 -0.00104964 0.00252266 0.009881 0.00168956 0.00787214 0.00393991 0.00258578 0.00575124 0.0101252 -0.00189871 0.00230711 0.00286689 0.00057379 0.0209796 0.00413 -0.00232554 0.00154453 -0.00245563 -0.00140365 -0.000189585 -0.00172343 -0.00129404 0.000964608 -0.00023174 0.00569514 -0.00185768 -0.00510071 -0.00383121 0.00422277 -0.00281462 0.000213933 -0.00191678 -0.00503974 0.0120927 -0.00611072 -0.000943483 5.36251e-05 -0.00608095 0.00807958 0.00178075 0.00742281 0.0050775 0.0106702 0.00370194 0.00159759 0.00319497 0.0104838 0.00201244 0.00249629 0.00408206 0.0104442 0.0134824 0.0189519 0.00252072 -7.78516e-05 -0.00140895 -0.00377093 -0.00231177 0.00705918 -0.00497546 0.00218885 0.0109822 -0.000920815 -0.00135852 0.0139283 0.0069455 0.0225361 0.00535309 0.00577288 -0.00794785 0.00330137 -0.00050717 0.00574124 0.00528775 -0.00725267 -0.0122046 -0.00452474 -0.00516986 -0.00643566 -0.00901027 -0.00651293 -0.00376604 0.00487479 0.00681299 0.00787776 0.00524044 0.0102926 0.0171881 0.00540567 0.0189834 0.00314687 0.0219341 0.000830124 -0.000942102 0.00579549 0.0136623 -0.00285458 0.000454325 0.0101401
internal_weight=0 10427.9 2789.65 7638.27 6419.09 2392.99 6336.75 3195.24 975.328 2219.92 6128.94 3736.51 2761.61 527.077 63.6958 882.594 207.801 396.658 974.895 339.205 174.772 2234.53 2392.44 2160.13 807.207 40.6188 1219.18 1337.32 865.901 2329.29 1664.82 1265.81 873.962 1103.2 579.766 522.49 131.849 63.263 921.377 762.191 1352.93 232.305 724.235 540.721 664.476 68.5863 57.4526 506.416 473.084 591.463 158.358 560.619 394.192 300.991 172.196 75.6581 374.001 391.848 57.2761 224.205 824.984 586.458 105.923 89.5371 57.3021 480.535 310.947 238.526 523.435 390.641 169.588 163.616 58.767 107.492 160.548 280.669 93.2004 60.036 33.1644 289.299 134.153 430.915 92.8413 180.815 65.2154 71.8975 228.61 33.3316 164.29 399.009 145.325 116.783 341.287 208.772 279.95 221.698 212.139 74.2354 138.543 48.4847 90.0582 33.7341 73.0128 38.3907 164.433 294.825 61.3235 30.3193 233.501 69.5043 108.994
internal_count=200819 142333 45630 96703 84414 40520 83072 58486 22133 36353 80900 54882 41967 7983 852 13416 2172 5110 12915 4277 2214 33984 26018 22749 7969 517 12289 22937 11737 39668 27222 21445 16111 18435 8832 8032 2138 1065 21736 15474 14780 3269 11174 10226 12446 1073 833 9481 8748 11580 2242 8350 3185 2180 1769 805 6796 5334 800 1762 9104 6763 1041 837 586 5722 3248 2341 9603 5894 2474 2824 840 1652 2971 4555 1005 642 363 4189 1697 8609 1301 1429 513 1124 4513 733 1608 5777 1420 1289 5131 3431 3795 3005 2940 733 1897 609 1288 309 866 516 2063 5090 1181 574 3909 882 1178
is_linear=0
shrinkage=0.0227381


Tree=164
num_leaves=112
num_cat=0
split_feature=11 124 39 195 1 12 123 126 130 43 179 142 187 208 124 131 18 126 95 22 120 122 134 57 188 132 50 157 123 224 154 130 187 217 181 178 222 8 183 39 180 189 14 86 131 122 120 122 166 41 70 124 8 211 122 55 219 197 4 142 120 187 4 142 142 224 222 177 132 215 205 38 132 8 197 154 52 204 145 221 179 187 141 220 157 232 145 41 189 93 15 222 215 91 188 216 179 205 39 193 53 180 124 16 132 214 64 15 205 128 38
split_gain=32.1892 26.3838 50.0621 27.9611 24.9933 18.3915 16.9813 16.9586 18.3416 16.921 16.5032 16.009 15.5776 15.4639 15.4031 13.7403 13.358 13.1682 12.9843 13.5115 12.877 14.5952 12.8101 12.7764 12.7252 13.4207 12.4225 12.3051 12.0092 13.467 12.161 11.9956 11.8766 11.7189 11.669 11.9425 16.8358 15.7085 14.2295 11.7021 11.5613 13.0624 11.5157 11.898 11.5149 11.1169 10.9954 16.5306 14.19 13.3254 10.8399 10.8071 10.7322 10.7311 10.6959 11.6401 10.5025 10.4898 10.4734 10.4516 12.8524 10.3963 10.3375 14.2032 10.1145 10.0133 10.1208 9.94074 9.88442 9.77337 9.75502 9.61096 12.6516 12.8668 11.3703 11.0465 10.6758 10.4833 10.2474 10.8588 10.6243 9.58006 10.3273 9.52233 9.46532 9.23869 10.9438 10.4382 9.28222 9.03685 8.97571 10.2745 14.3099 9.61206 9.3262 8.98541 8.9728 10.3899 10.2258 9.55204 9.50989 8.97054 8.92284 8.86555 8.80112 8.64338 8.60632 8.59303 8.52982 8.51044 8.40161
threshold=2.5000000000000004 44.713210130047919 0.19125081347581843 24.752777777777784 1.0000000180025095e-35 1.5000000000000002 0.9198609214749035 0.11107850197978225 0.65542563355345818 0.086550000000000002 1.0592935167152306 -1398.651515151515 5.3343495934959355 0.023483855649828914 24.04517453798768 0.31295542298513052 -181.49999999999997 0.29289873714930692 1.0000000180025095e-35 1.0000000180025095e-35 2.222212162825977 0.046890814320374806 0.088273400627768353 0.087350000000000025 0.77288845905867187 0.098107754967943842 0.32020000000000004 443854.95750000008 0.87320936753784273 0.0061291714664548644 316974.75750000007 0.6664946728890605 1.6572751322751327 -0.036430740728974335 18003.600000000002 0.085144927536231887 -0.0040155795868486157 584997.75000000012 -330.49999999999994 0.67483248249216543 12973.593214285715 0.30019762845849807 0.0038154999999999504 0.044150000000000009 0.55566643644602842 0.048300178801812123 2.2639815527441463 0.046614958239326425 3.5000000000000004 0.34334193972332122 0.059600000000000007 59.059548254620132 238515.75000000003 -0.00056373365805484344 0.035429968002272418 0.0035500000000000006 -0.021508119069039818 0.73945756636119886 1.5000000000000002 -1091.7888888888886 2.3318711411946422 29.231663685152061 1.0000000180025095e-35 -850.93749999999989 -1567.9687499999998 -0.013228508643805979 0.012335271108895542 0.41277890466531447 0.06604684630474103 -0.0048629364464431992 -0.032128935679793351 40.500000000000007 0.013502484319404418 967520.25000000012 1.0132494380702139 3225217.8600000003 0.032050000000000002 -0.027722679078578946 103.47471191869444 0.0093548004515469092 0.88327278134131249 4.3899507152301966 0.045964816091017449 -0.0033310768194496627 3179805.7500000005 0.00068294515949673962 777.429020245885 0.39191441861867943 0.1622776622776623 -2429.4999999999995 -9783.4999999999982 -0.014641565270721911 0.011591285932809116 5.5000000000000009 0.65051153565090314 0.0069163297303020963 0.68384943260699027 0.031226328574121002 0.26909038683379999 11.500000000000002 0.049750000000000009 26043.820568181822 46.876112251882283 -1583.4999999999998 0.031119665200477552 0.0046627242118120202 0.18750000000000003 -13287.499999999998 -0.035131419077515595 58077.000000000007 19.500000000000004
decision_type=2 2 10 8 2 2 8 2 10 8 8 10 8 2 2 10 2 2 2 2 2 10 8 8 10 8 8 8 8 2 10 8 10 2 8 8 2 8 10 8 8 8 2 10 8 10 2 10 10 8 10 2 8 2 10 10 2 8 2 8 2 10 2 10 10 2 2 10 10 2 2 2 10 8 8 8 10 2 10 2 10 8 2 2 10 2 10 10 10 10 2 2 2 10 10 2 10 2 10 10 8 10 2 2 10 2 10 2 2 10 2
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Tree=167
num_leaves=112
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decision_type=10 2 10 8 10 10 2 8 8 2 10 10 10 2 10 2 2 8 8 10 8 10 8 8 2 8 10 10 2 2 10 8 10 10 2 2 10 2 10 8 2 10 8 10 2 10 8 10 2 2 2 2 2 8 10 10 8 8 2 10 10 8 2 8 10 8 2 10 2 2 10 10 10 10 8 2 8 2 10 10 10 8 8 10 2 2 2 2 8 2 2 2 8 10 2 2 10 2 2 8 8 10 10 2 2 10 10 8 10 10 2
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shrinkage=0.0227381


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num_leaves=107
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Tree=171
num_leaves=112
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decision_type=10 10 8 2 8 8 2 8 10 10 2 10 10 10 10 10 2 8 10 2 10 10 2 2 10 10 10 2 2 10 8 2 10 10 10 8 2 2 8 2 10 2 10 10 2 2 2 2 8 8 2 2 10 2 2 8 2 8 10 2 2 10 2 10 10 2 10 10 2 2 2 8 2 2 10 2 10 2 2 2 8 8 8 10 10 10 8 2 10 10 10 2 8 8 2 2 10 2 10 10 10 2 10 2 10 10 10 10 10 2 2
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leaf_count=397 3489 696 6500 1033 19336 3659 113 65 171 6698 224 4225 326 1522 891 407 116 250 521 1241 2743 268 527 586 245 1224 405 6871 1076 355 1248 529 154 378 233 610 98 508 4189 1978 1067 2292 1481 625 646 218 471 164 20114 8606 1071 2242 174 280 742 1212 312 372 5848 613 32289 294 1221 597 891 562 75 95 4097 949 318 890 986 1337 441 7628 265 1314 311 584 1347 593 3032 113 162 130 95 297 624 102 92 93 100 824 445 1081 147 1317 352 227 2004 324 137 1138 282 425 240 486 2979 1211 668
internal_value=0 -0.00037118 0.00263531 0.00524223 -0.000827844 -0.00199938 0.00271651 0.00801714 0.000162165 -0.000874476 -0.000405071 -0.00110114 -0.00402142 0.00182541 -0.00033354 0.00355347 0.00220595 -0.000705512 0.00920062 -0.00194859 -0.000305889 -0.00082224 0.00493212 0.00450821 -0.00256256 -0.00112819 -0.00142747 0.00555323 -0.00058427 0.0015882 -0.00077055 0.00338425 0.0030545 0.00495876 0.00577615 0.0103914 0.00844424 0.000463745 -0.00229694 0.00443889 0.00217348 0.002632 0.00498525 0.000423044 0.00155959 0.00838442 0.00957759 -0.00201357 -0.00309919 8.35975e-05 0.00798813 0.003217 0.0159412 0.00462985 0.000738114 0.00286428 0.00621003 0.0151709 -0.00177967 -0.00498683 -0.00120275 0.00543389 0.000457819 -0.00579935 0.0052563 0.0121554 0.0157868 0.0188846 0.00022821 0.00429384 0.0104188 -0.00222577 0.00411247 0.00740084 0.0183225 -0.00532723 0.00993854 -0.00330539 0.00651662 0.0100703 0.00194441 0.0146379 0.00719677 -0.0039407 0.000156596 -0.00114779 0.00404119 -0.00415342 0.0052767 0.0211364 0.0239613 0.0100573 -0.00403086 0.0135973 0.00719126 -0.00288634 0.00954883 -0.000666122 -0.00843964 -0.00134068 -9.02145e-05 0.00103743 0.00123056 -0.00360339 -0.00663081 0.0012063 0.00819595 0.00267389 -0.00746722 0.00402797 0.0140526
internal_weight=0 11802.1 1550.85 868.362 10251.2 4691.15 1818.59 558.607 5560.09 3427.76 3244.4 2847.64 1718.47 2132.32 951.057 1181.27 1753.68 682.492 132.615 731.969 449.652 2972.68 219.088 396.753 517.529 2860.7 2748.39 734.054 110.958 1621.06 622.982 234.968 998.078 164.963 112.311 418.443 350.216 454.688 270.475 184.213 617.962 979.941 469.24 510.701 463.523 263.831 247.086 2229.68 1466.45 763.231 134.133 548.074 27.5847 681.374 140.164 407.161 332.777 52.6795 2616.8 388.932 2227.87 625.812 205.409 277.281 131.582 112.961 81.9073 71.1671 447.214 165.906 70.0005 281.308 191.257 127.991 68.2269 1268.81 108.359 388.014 111.983 81.1247 137.379 64.9145 313.12 55.5621 309.755 280.413 101.763 178.65 227.673 59.2987 51.5193 29.3423 63.9758 122.543 85.2565 100.835 108.032 95.9051 339.544 297.17 273.391 119.641 31.0537 258.395 156.581 101.813 46.4932 185.318 237.044 103.825 61.6387
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is_linear=0
shrinkage=0.0227381


Tree=172
num_leaves=112
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split_gain=27.2525 32.1768 22.8406 24.1155 18.3839 17.8324 16.4255 16.6838 16.4728 15.3721 15.9785 14.6195 14.3168 13.5832 13.4471 13.1336 13.7149 13.0149 13.2513 13.0117 13.3121 14.7688 12.9222 14.5658 16.9517 12.9189 14.3344 12.8933 12.8283 15.5559 13.184 13.1639 12.2183 12.0524 15.3875 11.8022 11.7365 15.2181 11.5662 13.4369 11.5512 12.1786 11.5569 11.4469 11.313 11.7598 11.3365 11.2929 11.1578 11.0231 10.973 11.9862 10.9178 10.8542 10.6634 10.5422 10.4453 10.399 10.2957 10.2699 10.238 10.6842 10.159 10.0503 10.0447 10.2239 9.65818 12.2915 9.52374 10.209 9.79319 9.52115 9.49685 10.6523 9.4922 9.47181 9.4349 9.43377 9.38861 9.39639 10.1698 10.1828 9.30523 9.09111 9.08573 9.03096 9.44748 10.6322 10.0315 9.0065 8.81968 8.64619 10.8043 8.58522 8.57956 8.52926 8.52124 11.8255 9.3363 8.80741 8.44075 8.40478 8.38305 8.28114 8.24876 8.22591 8.20628 8.13405 8.05788 8.03904 12.5477
threshold=1.5000000000000002 0.93593741860389279 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 0.7163316205458331 0.15490285357656572 18042.750000000004 13481.308500000001 0.041006000000000008 16467.750000000004 -0.040189703926444047 16467.750000000004 0.04809980403784201 142435.78420673081 -0.030099172145128247 160.50000000000003 25395.750000000004 1.0542920737786019 1.5000000000000002 -1527.4999999999998 -0.0080692786723375303 1.0000000180025095e-35 -0.014590695966035126 -0.025473807007074353 -1554.4999999999998 0.023450000000000002 0.34908385258180435 0.47384117120648112 543485.25000000012 105.50000000000001 10157.539500000001 0.67019255814172707 354628.22727272735 -804.49999999999989 0.16575000000000004 0.35984540689734451 0.040878999978303916 -0.033100768923759454 6912.1275000000014 1.5000000000000002 -0.0082928407937288267 0.022950000000000002 -2710.4999999999995 3.5000000000000004 29265.000000000004 17276.944500000001 0.0060775538440793761 0.036156718924777544 1423551.3075000003 -0.04216251149773597 -4526.4999999999991 1.0000000180025095e-35 -0.0100038587115705 0.049999656087035625 0.2631517665057917 18003.600000000002 0.063042365014553084 27902.250000000004 714348.00000000012 135531.67500000002 0.67005000000000015 0.98785000000000012 15333.750000000002 258738.75000000003 347.06250000000006 1.0000000180025095e-35 0.028778343831596668 0.00058344585704617213 0.83472141258030919 -0.0067253904417157164 -1942.4999999999998 255867.20400000006 0.015209572389721872 0.064368599849935967 -0.0027193328132852908 0.10330846363777572 0.18517401150484908 4.4552992074028319 -0.0071697018574923268 -0.0080337584950029833 0.0084500000000000009 97970.512500000012 -0.015123505145311354 91281.214285714304 21027.537750000003 29904.750000000004 -617.49999999999989 0.023039000108838085 -0.0037998267216607924 1549.5000000000002 -5397.4999999999991 0.56529904925867114 15.500000000000002 0.014172225724905731 0.030480995774269107 0.0020949625177308921 0.28081279129519132 -0.026564002037048336 -0.0035440867068246003 0.71633012000230678 -277.38333333333327 0.92661091730150169 0.7899164782686201 -0.034988412633538239 1.0302988656704979 0.0042656711302697667 5.5000000000000009 -0.0092245182022452337 41.500000000000007 0.028775705955922607
decision_type=2 10 10 10 2 10 10 10 10 2 10 2 10 10 10 2 8 10 10 10 10 2 10 2 2 10 10 2 2 10 10 10 2 10 2 8 2 2 2 8 2 2 8 2 10 10 10 2 8 10 2 2 2 2 10 8 8 2 10 8 8 8 10 10 2 10 2 10 2 10 2 10 10 2 10 2 2 10 2 2 2 8 10 2 10 8 10 8 2 2 8 2 8 10 2 2 2 10 2 2 8 8 10 8 2 10 2 2 2 2 2
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Tree=175
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split_gain=29.392 23.2509 21.4511 19.3139 18.6389 19.5709 18.8502 16.7067 14.7326 14.2221 17.2475 14.13 13.8984 17.7488 13.5386 13.1972 15.2163 13.154 12.7133 14.6103 13.8599 12.4386 11.9504 11.6428 11.5662 15.0138 11.855 11.7061 12.2934 11.3888 11.3086 11.0964 10.9913 12.2608 10.8048 11.9461 10.5999 10.5306 10.5164 12.5993 12.7871 14.6086 12.0207 11.7315 11.171 11.1014 10.8505 12.4198 10.8501 10.689 10.7556 10.6264 10.532 10.5004 10.4804 10.3832 10.5247 12.7586 11.3868 10.1692 10.8261 10.1033 10.0272 9.94276 9.84095 9.77489 9.74661 9.67779 9.49401 11.4006 9.46449 9.41512 9.39578 9.3196 9.31191 9.29823 8.96528 8.92644 10.1943 8.82015 9.23776 8.66173 13.2653 8.52357 9.61223 8.50844 8.49884 8.47284 8.42815 9.55398 8.2372 10.3153 9.17789 8.19316 8.87684 8.12465 8.79874 8.09257 7.98589 7.96596 7.91226 8.70256 7.75774 7.70801 7.6731 7.63032 7.60163 9.7963 7.4078 7.3648 7.32004
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decision_type=2 2 10 10 10 2 8 2 10 8 8 10 8 2 10 10 10 2 10 10 8 10 8 8 10 2 8 8 10 10 2 2 8 8 2 10 8 10 10 2 10 10 2 10 10 8 2 10 2 2 8 10 8 8 2 2 10 8 10 2 2 10 2 2 2 2 8 10 2 10 8 8 10 8 10 2 8 2 8 2 8 10 2 2 2 2 8 2 10 2 2 10 8 8 8 10 10 2 8 10 10 10 10 10 2 8 8 2 2 2 10
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leaf_count=142 2108 3267 773 780 1580 2396 6519 3514 733 3051 1152 545 275 222 421 6146 2013 11581 15414 2517 8582 317 941 254 439 382 6447 5207 746 2490 760 208 4120 5637 2642 9945 232 112 2627 3857 1315 6332 1138 1166 1396 2295 3182 1772 1381 207 3337 683 187 480 1054 114 370 10209 156 105 558 2354 683 438 266 1744 2320 650 1583 1403 1197 792 190 3053 473 188 218 1142 536 268 6163 403 166 324 233 2965 788 156 585 242 345 116 596 300 809 286 68 293 1070 150 123 118 241 677 929 2015 1344 539 154 535 429
internal_value=0 0.00051592 -0.00146663 0.00108702 0.00137245 0.00214116 -0.000381666 -0.00202911 0.00290566 -0.00171491 0.00718324 -0.00231104 -0.00199276 -0.000934072 0.00161812 0.00259333 0.0048968 -0.000305724 0.00181394 0.000574939 0.00365771 -0.00439232 -0.00433049 -0.00407853 -0.00501838 -0.00277396 -0.00834645 -0.00388472 -0.00780052 0.00624048 0.00689634 -0.00111469 -0.000110841 0.000519553 -0.000360977 -0.00192382 0.00912907 0.00136512 -0.000249853 -0.00134497 -0.00280015 -0.00133687 0.00173606 0.00354984 0.00247674 0.00142024 0.00583536 0.00823995 0.000395942 0.0027935 0.00579594 -0.0071234 0.00511007 -0.00102457 0.00233701 -0.00507706 -0.00390383 -0.00489924 -0.00645209 0.00402277 0.00150432 -0.000600555 0.00513053 0.00381732 -0.0052738 -0.00324108 -0.0031438 0.000877879 -0.00464666 -0.00147369 0.00669051 0.00350354 -0.000507297 -0.00655853 0.00218565 0.0119967 0.00569578 -0.00163787 0.00162042 -0.00609995 -0.00693561 0.00128682 0.0104913 0.00542885 0.0122502 -0.00394958 0.005071 -0.00769619 0.00804411 0.0133268 0.00953226 0.0124787 0.0167366 0.00300775 0.00696763 0.0188341 0.0243633 -0.00111091 -0.00381962 0.0107227 0.0116431 0.0132511 -0.00140283 0.00116355 -0.00185372 -0.0103243 -0.00270285 0.00517448 0.0032585 0.0086023 0.0103951
internal_weight=0 10596.5 2366.79 8229.72 7715.04 5232.78 1217.93 3004 4014.85 2915.7 81.8175 2055.57 2833.88 1974.62 811.856 3834.59 957.946 967.726 2876.64 1727.23 1149.41 859.26 406.07 1087.85 818.636 498.333 320.303 465.161 206.782 782.676 40.6237 175.27 1730.15 1548.78 1307.1 829.227 180.263 168.126 2482.26 1601.76 1049.41 792.449 880.5 220.123 820.685 552.352 308.008 230.309 512.676 469.032 260.067 256.959 162.09 208.964 477.87 919.722 763.915 669.935 535.332 311.221 233.849 258.379 241.684 70.6757 181.373 572.327 514.679 772.207 255.312 174.233 217.802 98.8899 158.195 244.467 611.309 17.8946 130.505 427.428 213.922 335.395 320.887 712.415 40.6815 30.3555 20.6206 160.898 141.647 75.3432 107.861 58.1516 88.3255 72.9534 55.389 93.9797 67.8838 29.4801 21.2256 52.3374 103.344 77.3721 146.7 133.266 77.6997 54.5337 350.587 155.807 140.3 38.2926 37.6282 60.8639 33.1718
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is_linear=0
shrinkage=0.0227381


Tree=176
num_leaves=112
num_cat=0
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split_gain=33.2876 27.8211 20.8969 20.5638 22.8881 22.3921 18.3588 16.5262 17.5757 15.5802 15.977 21.6586 19.0586 15.9241 15.3697 15.1591 14.796 14.8819 14.4664 14.4402 14.2924 17.9198 15.4552 17.354 15.5465 22.838 12.5449 17.666 12.4108 12.2647 16.3529 12.9668 12.2226 12.0519 14.7575 11.6034 12.8053 11.5485 12.8484 11.4514 13.0628 11.3674 11.3526 11.2325 11.9114 11.3392 11.1876 11.4065 11.1655 11.0295 10.8919 13.2053 10.7995 10.7878 11.2908 10.7116 10.297 10.2612 10.2183 10.2169 10.0831 9.991 9.93071 9.85783 9.76874 10.7884 9.61466 9.51568 9.45039 9.3214 9.72274 9.21506 9.12372 14.5376 9.11353 8.89642 9.54362 8.78108 8.74211 8.72635 9.58342 8.67214 8.90246 8.65713 10.6031 9.47795 8.56563 8.51008 8.49002 8.48757 8.46272 8.3886 8.24403 8.19112 8.15238 8.13877 10.4828 11.3165 9.12933 8.83268 8.12105 7.88058 7.85991 7.76248 7.71582 7.70076 10.1178 7.68558 7.66537 7.63629 7.53266
threshold=11.500000000000002 1.0000000180025095e-35 16.77308238636364 8962.5847500000018 0.39208074534161497 1.0173281001651706 0.99999851894022751 19.500000000000004 136.50000000000003 0.36154341900580195 -199.49999999999997 0.4249698038256865 1.3386700081080642 0.069191068410873427 0.20256410256410259 898.66620879120887 27.960301163586589 0.36822230767896641 2.5000000000000004 28.948260481712762 0.19125081347581843 47.048596851471601 1.5000000000000002 5000.3651010437534 3.5000000000000004 1.0000000180025095e-35 -1325.4999999999998 -0.0030248243128880854 66355.785000000018 14.500000000000002 0.99999551022424193 0.00039432100311387336 8724.4519199765036 -0.020601372234523293 0.6253491620111733 310514.13000000006 6.794465398557298 -0.012215815950185059 -0.0049780281260609618 0.17033365570599615 3.5000000000000004 0.026950000000000005 -2289.4999999999995 194386.20000000004 -1309.1180555555554 6.1942371475953575 -7243.4999999999991 13.500000000000002 11.500000000000002 8013.2905215823457 2.5000000000000004 -0.023053234443068501 0.0482779216254395 136960.50000000003 0.072650000000000006 27.500000000000004 63.500000000000007 0.0086639113724231737 0.007928785867989065 -0.028990699909627434 810017.7300000001 0.05075000000000001 34.500000000000007 -616.49999999999989 0.014766483567655088 7173.1078012126009 0.049950000000000008 0.0043636518530547628 -0.0043926194775849572 1.1110996800491482 -0.0086803785525262338 1.5000000000000002 0.10652605450783538 -0.0085932817310094816 -422.98076923076917 0.063750000000000015 -0.030300020240247246 -0.019784257747232911 -0.073525678366422639 54.500000000000007 96.500000000000014 -0.025107626803219315 0.005646379431709648 -0.024639894254505631 0.91695402298850581 575.50000000000011 0.0082179652526974695 0.03039913717657328 -2747.4999999999995 0.00040760083356872206 1735.5000000000002 0.0057153403892001549 0.029544816352427009 0.012755824718624355 0.011224027257412674 568.19518043478274 0.0057500000000000008 0.23085696320932261 0.021869298070669178 0.019850257784128193 0.47140522875816998 369.89746655518394 0.20333835971636777 23844.582451939943 3.5000000000000004 0.010050000000000002 0.45521539971942787 0.074750000000000025 -1475.4999999999998 -0.0020186026813462372 0.010942849796265365
decision_type=8 2 10 10 10 10 8 10 10 8 10 8 10 2 10 8 2 2 2 8 10 2 2 2 10 8 2 2 10 8 10 2 2 2 10 10 2 2 2 10 10 8 8 8 10 10 2 10 10 2 2 2 10 10 8 10 10 2 2 2 10 10 10 10 2 2 10 2 2 2 2 10 10 2 10 10 2 2 2 2 8 2 2 2 10 8 2 2 10 2 10 2 2 2 2 10 10 10 2 2 10 8 10 2 2 8 10 8 8 2 2
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Tree=179
num_leaves=112
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decision_type=10 2 10 10 10 2 2 10 10 8 10 2 2 8 8 2 10 2 8 8 2 2 2 10 10 8 2 10 8 8 8 8 10 2 10 2 2 10 2 8 10 2 2 2 2 2 8 10 10 8 8 10 10 10 10 2 10 2 10 8 2 8 10 2 8 10 10 8 10 8 8 2 10 10 10 2 2 10 8 2 2 10 10 8 8 2 10 10 2 10 8 8 8 10 2 10 8 2 8 8 10 8 8 10 2 2 10 10 10 10 2
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leaf_count=1026 1297 635 307 591 590 467 269 713 341 9086 528 44840 132 497 222 756 1270 232 8049 84 2283 250 281 568 2556 4469 4972 220 760 5216 199 481 203 7220 3768 252 181 2582 667 1016 282 107 292 260 1280 266 10062 745 205 867 206 359 584 943 387 451 417 412 707 769 1782 630 191 783 1230 257 338 947 1345 2034 5846 6197 566 327 261 2878 7578 123 2048 411 2215 730 178 350 1297 230 145 989 1009 138 288 4762 5514 344 392 79 176 241 3527 1049 369 342 1396 1631 155 3378 337 2447 1401 104 426
internal_value=0 0.000361802 -0.000414703 0.00151363 0.000218157 -0.000690682 0.00267689 -0.000412153 5.86351e-05 -0.00043838 0.000174762 -0.000234497 0.00561689 0.00752001 0.00274655 0.00170807 0.00709171 -0.00424861 -0.00334493 -0.00170232 -1.38524e-05 0.00718486 0.00278451 0.00222597 0.00127641 0.000268776 0.00391123 0.00149506 0.00427673 -0.000662542 0.00192996 0.00147167 -0.00414596 -0.00116281 0.000799262 0.00505906 0.00283816 0.00388455 0.00926562 -0.00264615 0.00692613 0.0102137 0.0124567 0.00577339 0.0081049 0.0036553 -0.00383663 -0.00584363 -0.00194662 -0.000258925 0.00365591 -0.00270771 0.00424626 -0.00389262 0.0117107 0.0162338 0.00686839 0.00246006 0.0135008 0.005756 -0.00339051 0.00802255 0.00575401 0.00473345 0.00858993 0.00169261 -0.00123028 0.00468773 -0.00454605 -0.000292024 -0.00654176 -0.00108154 -0.00457226 0.00459502 0.00332194 0.00451809 -0.00502489 0.00267834 0.0140171 0.00313197 0.00049135 0.00943478 0.0113292 0.00107944 -0.00112672 0.00624908 0.0101153 -0.0023033 0.00100457 0.0108771 0.00872978 -0.00465303 -0.0030244 0.00602119 0.0109959 0.0139533 0.0112416 0.00268697 -0.000498096 0.014421 -0.000714753 -0.00165622 0.00102817 -0.000670113 -0.00685497 -0.0034499 -0.00497537 -0.00829031 -0.00273096 0.00752365 -0.00242404
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is_linear=0
shrinkage=0.0227381


Tree=180
num_leaves=112
num_cat=0
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split_gain=28.1806 26.5055 20.924 18.711 17.8249 19.4078 18.0907 17.0533 16.9464 13.8636 13.7768 13.6485 12.8923 12.605 11.9075 12.1705 11.8102 11.6088 12.1018 11.5617 11.1442 12.2536 10.7575 10.9398 10.4135 10.4106 9.94084 9.59518 9.52129 9.46305 9.79673 9.38259 9.36077 8.87056 12.037 10.7745 10.315 10.7487 10.2438 9.58627 9.94619 9.35543 9.00073 8.74284 8.72282 8.69795 8.57085 11.3215 8.52828 9.29182 8.46741 8.33068 9.76979 8.22473 8.22124 8.0687 8.06844 8.74641 8.71784 8.72699 9.29423 8.01707 7.92876 7.64168 10.0092 7.58591 7.51418 7.49486 7.4774 7.45271 7.36964 7.1732 7.11842 7.08862 6.98721 6.97287 6.96221 6.54356 6.50426 6.44195 6.2714 6.12008 6.57698 5.82801 5.61409 5.55882 5.4564 5.33756 5.07069 6.74031 5.02936 5.02409 4.99863 4.95157 4.84383 4.83378 4.69727 4.63645 4.39767 4.29223 4.28341 4.07424 4.05787 3.91039 3.86865 3.70902 3.51597 3.42876 3.35907 3.10779 3.01111
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decision_type=10 2 10 10 10 10 8 8 2 10 10 10 10 10 2 8 10 10 10 2 2 2 2 2 2 2 10 2 8 2 10 2 8 10 2 10 10 8 2 2 10 10 2 10 8 2 8 10 10 2 2 10 2 10 10 8 2 2 2 2 8 10 2 2 2 10 2 8 2 2 2 10 10 2 10 10 2 2 2 10 2 10 8 2 2 2 2 10 2 8 10 8 2 10 2 2 8 8 2 8 8 10 2 8 8 10 2 8 2 10 2
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Tree=183
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decision_type=2 10 8 10 8 10 8 2 10 8 10 8 2 10 10 10 10 10 10 8 2 8 2 10 10 8 2 8 8 8 2 2 8 2 10 2 10 2 2 8 2 10 2 8 2 8 8 8 2 2 2 8 2 10 2 10 10 10 10 2 8 2 10 2 2 2 10 2 10 2 2 2 2 2 8 10 2 8 2 2 2 2 2 8 10 10 2 10 2 2 2 10 10 10 2 2 10 2 10 10 10 8 10 10 2 10 10 10 8 2 2
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leaf_count=191 1316 279 114 612 24400 3475 116 349 185 5201 1169 317 1626 1137 140 438 1301 536 3098 10631 1263 202 876 1673 182 2413 1291 346 971 1288 3535 5954 5868 8116 257 377 316 1184 624 3123 4198 1139 155 595 113 3580 202 6956 1888 7082 3745 800 2331 1122 1668 5531 2310 7246 219 480 935 929 432 881 152 469 110 1048 7786 721 169 580 246 2600 779 759 763 467 12082 1543 171 558 562 117 116 1604 497 535 200 231 429 642 458 336 160 244 218 152 143 331 819 2158 610 3853 400 154 395 564 736 2038 334
internal_value=0 0.000449331 0.00162393 -0.000580346 -0.000953216 -0.000286908 -0.003024 0.00277864 0.000357167 -0.000838684 -0.00148973 0.00672573 0.00200425 -0.00206162 0.0054659 0.0122535 -0.00376667 -0.000100102 0.000480484 0.00254548 0.00457925 0.00418473 0.00863717 0.00240632 -0.00162708 0.00295947 -0.00348111 0.000642489 -0.004204 0.00270913 0.00453251 0.00177261 -0.000651871 -0.000581827 0.00998974 0.000658194 0.0113673 -0.00386479 -0.00354204 -0.00334708 -0.00229114 0.000169087 0.00541394 -0.00351966 -0.0039655 -0.00820669 0.0212506 -0.000996104 0.00522944 0.00568133 0.0059305 0.0115324 -0.00284471 0.000322985 0.00343512 -0.0058632 -0.00694823 0.00326448 0.0122559 0.00490094 0.00962057 -0.000834478 0.00349961 0.00873281 0.0143068 0.0176176 0.0217734 -0.0044621 -0.00455576 0.00439921 0.0141761 -0.000715211 -0.00254558 -0.00702886 0.00631982 0.00431664 0.00296354 0.00385577 -0.00509167 0.000692582 0.0105469 -0.00404712 0.00222238 -0.00845548 -0.00629623 -0.00809411 0.000720254 0.00410789 0.00111044 -0.00064182 0.00518707 -0.00361281 0.00811082 0.0162021 0.0245516 0.00938612 0.000307531 -0.00312148 0.00886343 -0.00473931 -0.0027798 3.72952e-05 -0.00792146 -0.00561564 -0.0031124 -0.00896815 -0.00459444 0.0290093 0.00152373 -0.000937045 -0.000378622
internal_weight=0 12490.1 5832.15 6657.95 6106.46 4864.1 1074.91 3969.68 4054.24 1862.46 1692.76 104.143 3093.3 1588.62 876.378 127.458 972.215 3665.64 3115.83 1054.33 388.61 748.92 194.785 2899.73 347.706 2552.02 809.856 616.401 181.61 434.791 351.99 1685.87 644.05 2061.49 25.7453 388.647 37.0651 193.573 1242.36 549.81 759.263 301.752 169.706 45.8277 1199.91 239.447 50.0094 628.973 866.153 840.925 554.496 124.874 960.463 339.294 207.056 337.334 155.865 1041.82 136.79 77.4484 55.3355 194.424 551.482 123.879 63.3795 54.4013 43.4318 132.238 621.169 506.887 107.63 351.582 283.348 131.842 68.2332 152.012 429.449 100.982 686.259 112.251 27.0876 149.74 63.5802 86.1601 22.1129 130.29 212.475 429.622 334.662 273.91 90.3107 183.599 60.7526 21.4813 44.2057 77.2617 193.825 85.1636 61.1305 82.8007 333.628 205.925 121.449 508.103 300.391 207.712 270.932 33.9794 151.507 127.464 57.9948
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is_linear=0
shrinkage=0.0227381


Tree=184
num_leaves=112
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split_gain=24.6414 24.9795 21.6689 20.2127 20.2526 20.2145 21.9715 19.2772 17.0064 22.1163 16.4277 16.022 15.242 15.1471 13.6401 13.549 13.4124 13.35 13.2167 13.0071 13.1722 23.3894 12.6719 12.2693 12.2424 11.7682 11.6963 11.568 11.5676 11.5298 11.3344 11.1021 11.0783 12.9937 10.9346 13.9086 13.0677 11.6869 13.87 11.6648 11.7537 11.0015 10.7522 10.7302 10.6074 10.5977 13.0492 10.5935 10.385 10.3389 10.3322 10.1402 9.97414 9.73286 9.71268 10.7176 9.56703 15.4429 9.44308 9.41041 11.219 9.37852 9.33581 11.8102 10.2743 10.1914 12.0177 9.37407 9.27358 9.17629 12.394 9.0575 8.91579 8.76748 8.68763 8.38098 8.41566 8.3154 8.76605 10.0447 8.58072 8.31457 8.28613 12.8234 8.91077 8.28196 8.23374 8.1959 8.1441 8.07078 15.1209 10.6958 12.3508 8.64389 8.03236 8.02176 9.50279 8.81906 8.01711 7.97295 9.30402 7.90396 7.85357 7.78661 9.55776 10.9858 7.75074 7.57539 7.37544 7.34779 7.17576
threshold=0.79113804831522738 846.16071428571433 1.0000000180025095e-35 0.15750214966584494 1.0000000180025095e-35 4.5000000000000009 -382.49999999999994 0.046822949293228472 3706.7151214702894 14017.147500000003 0.097402690123269145 45.500000000000007 4.5000000000000009 0.16742166289034838 1.0321843225598311 518922.00000000006 162139.50000000003 0.028250000000000001 0.042422486989467427 1.0000000180025095e-35 -10122.499999999998 1.5000000000000002 114.50000000000001 1.0349204490255366 0.00059191888431087147 0.073950000000000002 0.01404803339391947 -0.00857339473441243 3.5000000000000004 -91.499999999999986 413670.30750000005 0.77809343434343448 10.500000000000002 144130.50000000003 7.3182826946856201 0.067350000000000007 0.016050000000000005 -3433.4999999999995 -1098.4999999999998 15989.898214285715 72.500000000000014 0.98116192686395221 0.56649360908440927 0.16368729621171954 1.0000000180025095e-35 0.0029666728805750613 0.2735653626938791 0.077650000000000011 -90.136258741258743 -0.045145647600293153 0.72748612889457964 0.030515601858496669 1.0000000180025095e-35 0.26393188854489169 -0.0099417795427143556 111858.32142857143 0.21518915924854387 34426.462500000001 0.20743805094935122 0.063508084767415388 -0.0055221894290298215 607519.50000000012 60.500000000000007 1.1485222402290136 -0.03017712943255901 0.91463983145498406 0.15963974595069888 -2721.4999999999995 28.43650793650794 6847.5600000000004 0.22826830897873143 -0.0086800986900925619 0.0093345153145492094 -0.018824111670255658 0.040514251217246063 28.021739130434785 -0.014698788523674009 0.024184181103138979 0.028639781271360222 0.46487789888002379 0.63195270372932499 0.034350000000000006 0.016502568498253826 0.008043500000000002 -62.499999999999993 42.500000000000007 0.019349887967109684 0.31856951083724921 0.057450000000000008 0.039600000000000003 7469.5950000000003 209254.78800000003 0.0051751616410911092 0.0075025027617812165 0.014718913938850166 0.051100879907608039 1.5000000000000002 0.0036050657508894805 -0.020730867050588127 0.019509423524141315 0.066429216880350972 -0.01319504017010331 -0.010057352017611263 -2316.4999999999995 -239.49999999999997 0.023705000000000004 0.1037812050149489 -0.039947684854269021 0.064867299050092711 8.5000000000000018 1.5000000000000002
decision_type=10 10 2 2 2 10 2 10 2 10 8 10 2 10 10 2 2 8 2 10 2 2 8 8 2 8 2 2 2 2 10 10 10 2 2 10 8 2 8 10 8 8 8 2 2 2 10 8 8 2 10 2 10 10 2 10 10 8 10 2 2 10 8 8 2 10 2 10 8 8 10 2 2 2 2 8 2 8 8 2 8 10 2 2 10 10 2 10 8 10 8 8 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 8 10
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is_linear=0
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Tree=187
num_leaves=112
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decision_type=2 10 10 2 8 10 2 8 8 10 8 8 2 8 8 10 8 2 2 8 2 10 10 10 2 10 2 10 2 2 10 2 10 8 2 10 8 2 8 2 2 2 10 8 2 10 2 2 10 8 8 8 10 8 8 10 2 2 10 10 8 10 10 2 10 2 8 8 2 10 10 10 10 2 2 8 10 2 2 8 8 10 2 8 2 10 10 8 2 10 8 2 2 2 2 10 10 10 8 2 2 2 2 10 2 2 2 8 8 2 8
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leaf_count=520 229 2674 103 987 374 1442 178 1846 91 192 1110 135 1092 12130 829 1020 4601 464 97 152 345 747 1328 259 1807 1031 3432 496 192 183 114 294 1849 398 278 264 754 5753 2714 11160 2237 126 390 379 270 233 282 4746 868 3974 1859 27854 1330 4906 931 1269 3014 736 237 1332 2909 489 6539 791 1125 897 7592 2788 443 357 3603 642 595 93 578 160 449 142 6047 17923 670 1033 131 193 487 2183 1890 540 109 432 212 772 941 1904 452 198 129 102 4250 759 375 77 607 141 511 406 421 763 1826 1859 1899
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is_linear=0
shrinkage=0.0227381


Tree=188
num_leaves=112
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Tree=191
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decision_type=8 8 2 8 2 10 10 10 10 8 10 2 8 10 10 2 8 10 8 2 10 10 8 2 2 2 2 2 10 8 2 8 8 2 2 2 2 10 2 8 10 2 10 2 10 10 10 2 2 10 2 2 2 2 2 2 10 10 10 2 10 2 8 2 10 10 2 10 2 2 2 2 2 10 8 10 2 10 2 10 8 8 2 2 2 2 10 2 8 2 10 2 8 10 2 2 10 10 8 2 10 10 2 2 8 2 10 8 2 8 8
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leaf_count=276 1572 146 160 2669 1105 291 672 350 317 3851 297 2283 1096 10588 1507 3752 20638 15515 7263 168 97 220 98 72 105 4119 1211 11901 291 221 1175 437 263 8003 2397 950 115 220 208 141 441 105 2435 837 450 6428 371 175 311 89 723 107 401 609 1606 535 8983 543 1001 1505 409 891 1670 806 87 915 1551 159 80 395 435 3812 998 395 297 272 102 172 411 336 564 1124 119 94 1185 136 160 179 10922 313 259 321 9670 1415 1994 5936 439 853 253 152 262 106 8282 1103 834 133 97 179 900 552 4109
internal_value=0 0.000334673 0.00107138 0.00120592 -0.00101623 0.00186466 -0.000249859 -0.002897 -0.0010337 -0.00101726 -0.0020276 0.00209023 0.00404161 0.00149808 0.00285769 0.0050732 0.00170154 0.000403046 0.00282566 -0.00131011 -0.00247389 -0.00307802 0.00838435 0.0029974 -0.00437071 -0.00494285 -0.00271377 -0.00126287 0.00661391 -0.00101403 -0.0105116 -0.00481542 0.00392986 0.00465644 0.00754926 0.0031671 0.00033743 -0.00174567 0.00698891 0.0137056 -0.00360253 -0.00489131 -0.00788173 0.000189401 0.00122515 -0.00251252 -0.00379549 -0.0057781 -0.00473508 0.0142838 0.00513781 0.0123199 0.00603168 0.0030824 0.00303652 0.00152003 0.00213078 0.006991 0.00977551 -0.00489805 -0.0049398 -0.00340097 0.00145917 0.00739417 -0.0109917 -0.00341509 0.000644511 0.0124306 0.019988 0.0249445 0.0159451 0.00275965 0.00535297 0.0106721 -0.00450359 -0.00430688 -0.00553893 -0.000541341 0.00528402 0.0105574 -0.00374331 -0.00752593 0.0125578 -0.00494271 0.00461748 0.0106067 -0.00450217 0.00855376 -0.00483111 0.0187961 -0.00624066 0.00289375 -0.00588037 -0.000871982 -0.00786716 -0.00562001 -0.00664004 -0.00140313 0.0169271 0.00082773 0.00454143 -0.00658776 -0.0045496 -0.00106248 -0.00290252 0.000550492 0.00926734 -0.0071902 -0.0099881 0.00742208 -0.00951601
internal_weight=0 12246.3 7925.77 7842.39 4320.52 6061.07 3524.54 1316.68 1781.32 2831.17 1432.42 5871.18 1355.19 4515.99 693.369 451.497 4406.84 2050.25 2356.59 241.873 1379.83 1040.64 52.5889 348.899 795.98 763.913 1367.37 920.274 392.856 177.261 83.3839 823.838 60.0367 1272.24 420.498 851.743 492.839 347.509 56.7572 36.8471 290.752 269.544 182.466 1790.54 1297.76 492.779 432.601 336.328 166.382 37.0555 145.33 50.9947 60.1788 138.44 96.2728 87.0784 1131.38 171.638 131.544 189.889 82.9512 619.448 149.29 75.5319 144.465 1024.97 217.233 20.6256 27.3572 21.4138 34.4128 1038.01 368.709 99.6991 93.3685 96.3858 763.802 134.754 72.7655 50.212 144.398 90.9939 107.244 470.158 120.847 37.1689 807.735 14.5663 793.169 30.6553 109.153 28.7975 425.679 79.2949 125.362 447.098 170.565 78.0127 39.5912 27.4288 41.0198 629.048 383.841 95.9386 66.4528 94.3349 32.8632 61.9887 53.9105 32.067 245.206
internal_count=201253 176743 102386 101051 74357 74382 55782 24510 26669 46287 22611 71294 15138 56156 9495 6108 54004 26103 27901 3387 21814 19255 797 4058 18575 17918 21717 14570 5436 2078 1335 15861 836 13633 4680 8953 8649 7318 1044 836 6274 5924 4291 27032 17214 9818 8580 6603 3017 500 1331 475 1238 1880 1977 1633 14197 1980 1437 3088 1505 13712 3057 1387 4206 19035 3923 264 616 475 581 12795 5145 1393 1402 1823 15025 2426 1175 764 1760 1196 1120 10655 2100 573 15112 339 14773 411 2152 580 9764 1856 2305 7147 2797 1292 360 428 712 12599 8388 1271 1369 856 318 1251 1072 657 4211
is_linear=0
shrinkage=0.0227381


Tree=192
num_leaves=112
num_cat=0
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split_gain=23.7186 21.0675 21.7424 20.2403 25.5867 18.045 17.8916 15.563 14.2575 13.9367 15.5557 15.355 15.1754 13.5727 13.4139 13.0646 12.7647 15.1473 12.425 12.2632 11.885 13.5193 11.6925 13.0469 11.4566 13.8674 11.3567 11.2302 11.5255 11.212 11.195 11.1647 12.9401 11.7691 11.0641 17.9781 14.6251 10.8458 10.7731 10.7483 12.1784 12.588 10.6246 10.5853 10.4149 10.3641 12.5134 12.4584 11.0799 10.748 12.1941 10.313 11.1844 9.96642 9.95949 9.93421 9.9208 9.82788 9.76082 12.809 9.75558 10.486 9.69011 9.62963 9.62439 10.8538 9.49109 9.46203 9.37192 9.88373 13.4385 11.1173 9.36954 9.21552 9.20059 10.9293 10.1937 9.15506 9.08092 9.04829 9.04015 12.7055 9.01321 10.0206 8.9712 8.94271 8.9007 11.2681 8.79673 8.6211 8.67703 8.60429 8.56143 9.1068 8.52387 10.23 8.50163 8.31218 8.30339 8.29894 8.29728 11.0108 11.8852 10.0334 8.23841 8.20963 8.19449 8.18631 8.14531 8.28936 8.10047
threshold=3.5000000000000004 9.5000000000000018 0.99999544340100333 0.86722809248609078 0.02598932292312384 0.22429854621331871 40355.55000000001 190.16713129496404 -0.04333680868148803 27.500000000000004 19.289915966386555 0.99720670391061461 0.018170427531003955 -0.025623161345720288 2.5000000000000004 -0.008623840752989052 0.011772639583796264 0.27142053583995096 -875.49999999999989 14.500000000000002 -0.0039118982385843984 0.0061666003894060859 -1090.4999999999998 22.301162790697678 -273.49999999999994 9706.8150000000023 35.500000000000007 1.5000000000000002 0.086200000000000013 -0.014707399532198904 -0.009227873291820286 0.0045259140897542247 -7132.4999999999991 0.054450000000000005 0.0080217686481773871 16.500000000000004 -0.017658725380897519 12.500000000000002 0.18000000000000002 1483918.4250000003 0.026831907220184806 7408.240312500001 -189.49999999999997 1.5000000000000002 0.079919224166597122 8.5000000000000018 0.40716895407765502 12.500000000000002 -1692.4999999999998 0.010450000000000003 21143.250000000004 1.0000000180025095e-35 0.006979152327403427 -670.49999999999989 958.04074929186424 10.500000000000002 0.0092724845744669455 523498.40625000006 679740.75000000012 8.2522727272727288 -879.29999999999984 0.0054603461176157006 0.018020156770944599 1.0000000180025095e-35 1.5000000000000002 0.01190941082313657 0.105549048225444 -0.0063926554284989825 0.025083116255700592 0.20419135396093926 -0.016951707191765305 585.63470520118267 37584.958125000012 0.011708525009453298 -0.0099899815395474417 0.0098978136666119116 -0.073525678366422639 0.99907930781831544 0.0029925752896815543 -0.022035226225852963 0.22401433691756276 0.31547331472309043 -0.0049313597846776238 0.0042275001760572204 -440.96428571428567 -4245.4999999999991 -0.028007862158119675 0.88258272058823539 0.055050000000000009 51.546885694729646 15.307915921288016 87.100000000000009 4.5000000000000009 0.86121248986212506 0.054093567251461992 0.0038744925986975436 -1098.7321428571427 -15914.499999999998 0.0092500000000000013 -0.061213895678520196 25305.750000000004 -0.039984939619898789 0.0077636342030018577 -0.013169539161026476 1726.5000000000002 4.5000000000000009 281272.05000000005 1.5638554469248629 -0.0044602279085665933 157502.25000000003 0.023451383225619796
decision_type=2 2 8 10 2 10 8 10 2 10 10 10 2 2 2 2 2 8 2 8 2 2 10 8 10 8 8 2 8 2 2 2 2 10 2 2 2 2 8 10 2 8 2 2 10 2 10 8 2 8 10 2 2 8 10 8 2 8 8 10 10 2 2 10 2 2 10 2 2 8 2 8 10 2 2 2 2 10 2 2 8 10 2 2 10 2 2 8 8 2 10 8 2 10 10 2 8 2 10 2 10 2 2 2 10 8 8 2 2 8 2
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decision_type=2 2 10 8 10 10 2 10 2 2 10 2 2 10 10 2 10 2 2 2 2 10 8 8 2 2 10 8 2 8 2 2 2 8 2 8 2 2 10 8 10 2 2 10 2 2 10 8 2 2 10 2 2 10 2 2 2 2 10 2 10 2 8 2 10 2 10 8 2 2 10 10 2 10 2 2 10 10 8 8 10 2 2 10 2 8 10 10 8 2 10 2 10 10 2 2 10 10 8 2 2 10 2 2 8 10 2 10 10 10 2
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leaf_count=20297 1564 475 505 1617 1273 260 417 84 11110 488 1426 4115 95 183 3701 968 624 386 157 1233 419 9952 1034 1435 1438 1293 1249 239 1735 989 335 1768 730 1747 577 398 15222 623 696 15858 726 2182 385 418 463 197 525 932 1349 15368 602 2196 801 1238 1063 185 1782 6298 1255 200 865 239 8593 337 1752 176 495 1376 686 845 803 749 810 532 361 808 309 1192 1710 997 294 604 619 193 316 591 415 141 1243 2499 503 1092 277 4531 493 1965 134 6859 147 215 893 63 288 1458 214 933 240 1251 1523 309 120
internal_value=0 0.000687318 5.89272e-05 0.00242435 -0.000899397 0.00176247 -0.00161649 -0.00068106 -0.00128266 0.0019149 0.00155747 0.00183741 0.00526376 0.00109467 -0.000585341 0.00496956 -0.00158923 -0.00229175 0.00397175 -0.00400211 0.00147507 0.00273102 0.00570099 0.00244457 0.00399556 -0.000129761 0.00784734 0.00914575 0.0111346 0.00461066 -0.00220773 0.000329474 0.00112188 0.00271674 0.00589744 0.00990092 0.000316098 0.0128659 -0.00289215 -0.00451903 -0.000598237 0.00147604 0.00558305 0.00176489 0.0134432 0.00839379 0.00273125 0.00554606 -0.00062104 0.000575013 -0.000929104 -0.0023237 0.0101367 -0.00329312 -0.00180383 -0.00332193 0.00146495 -0.00641545 -0.000257052 0.00101162 0.00619638 0.00226349 -0.00507767 -0.00422539 -0.0052203 0.0171345 -0.00912269 0.00345766 0.000917723 0.00405432 8.12397e-05 -0.00056312 0.00913884 0.00945001 0.00185303 0.00532399 -0.00327665 -0.00410885 -0.00692891 -6.87434e-05 0.00884851 0.00788841 0.0114451 -0.00489065 0.00168704 0.0063527 0.0101807 0.00923902 0.00121294 0.00354331 -0.005533 0.00292433 0.00390955 0.00265779 0.0112119 -0.00544508 0.00134474 0.00159754 0.00640946 0.0107719 0.0139946 0.0170317 0.0134342 0.00265361 0.0159669 0.0108627 0.0139991 -0.00601017 -0.00245418 0.00566802 0.0166289
internal_weight=0 10552.6 7755.77 2796.85 4732.65 1001.71 3730.94 2688 2419.45 2628.54 3023.12 2931.01 512.845 2418.16 2138.5 390.985 2953.21 2421.75 643.581 1042.94 2471.33 1537.33 575.801 536.362 445.978 219.354 226.624 262.917 223.995 268.545 358.132 2027.18 1668.21 315.276 232.995 168.306 1435.21 201.595 2142.5 1038.75 933.996 532.443 192.453 136.619 55.8338 157.211 242.612 120.91 161.716 1519.47 339.991 303.995 144.701 358.967 318.458 401.553 299.421 280.949 88.6671 249.927 97.4184 279.248 877.893 793.133 698.285 25.9335 192.281 261.412 961.533 303.578 175.319 657.955 128.259 43.8808 236.966 141.14 95.8262 385.956 223.677 162.279 80.8961 119.721 85.7403 90.3838 165.045 86.5264 67.2629 85.071 155.879 133.054 882.875 94.8477 500.361 437.154 63.2068 214.354 64.1154 531.461 130.642 91.6122 76.9059 67.2172 106.395 143.778 75.4404 107.219 82.7767 845.52 152.509 52.0888 81.9684
internal_count=200938 145088 107371 37717 70626 12672 57954 42061 38644 35912 36745 35319 5926 29393 30179 4680 55850 47049 8211 15893 34018 21345 6968 6881 5415 2731 2684 3102 2597 3417 4461 24713 18297 3712 2345 1805 15952 2358 42347 22050 12673 7863 2883 2035 848 1894 3157 1330 2338 19069 4980 4378 1697 6416 5178 4810 3529 8465 1672 2824 1206 4702 13338 11774 10345 260 6793 4463 14377 3144 1648 11233 1496 1281 4077 2392 1685 4625 2902 1723 819 2031 1427 1466 2555 1322 1006 1006 4438 3742 17612 1429 6335 5565 770 2743 778 8801 1942 1318 1103 956 1209 1718 633 1330 1173 17109 1618 644 921
is_linear=0
shrinkage=0.0227381


Tree=196
num_leaves=112
num_cat=0
split_feature=29 199 180 153 166 122 127 122 22 124 123 206 197 169 169 156 131 123 198 10 6 225 187 187 195 120 136 128 136 217 14 156 186 216 187 207 183 183 151 151 126 181 189 213 195 151 227 133 157 185 132 79 217 31 179 153 167 180 59 122 188 214 182 213 183 41 89 179 218 185 31 205 156 136 198 41 218 132 149 165 216 222 209 149 142 145 219 184 133 187 204 136 217 222 217 182 189 228 189 185 182 182 185 174 123 46 220 213 205 141 219
split_gain=24.2936 19.4771 18.3659 19.7241 17.8676 15.0344 14.7262 18.7973 21.0474 19.299 18.8885 17.8799 15.4535 15.2584 14.899 14.1061 13.9737 22.9688 20.1768 13.1731 12.722 12.5572 15.1415 12.5225 14.5373 15.3428 13.5425 12.3156 12.083 11.8082 11.699 11.6435 12.6836 13.5352 11.1007 11.0479 10.9165 10.584 10.5601 11.6691 10.7075 10.5596 10.5992 10.5507 10.3329 14.1397 11.4126 10.0601 10.0063 9.98878 9.70586 9.62277 9.43594 9.58145 9.401 9.2704 9.21168 9.11705 8.91917 8.8993 8.85723 8.62262 8.57549 8.40663 8.84325 9.93244 8.33512 12.0918 8.33033 8.19849 8.05853 9.40607 7.81619 9.44241 7.68727 9.28762 7.66745 7.53193 9.06045 7.48364 7.44256 7.43987 7.39671 7.2566 7.03373 7.01489 6.85614 7.44553 9.1604 7.99742 6.80401 6.65342 6.6142 8.31768 6.6064 6.56965 6.49184 6.44767 6.3956 6.12785 6.09629 5.99513 5.94463 5.93152 5.85975 5.95712 5.85438 8.38851 5.7692 5.76795 5.64327
threshold=2.5000000000000004 282200.32985294127 16218.048214285716 5404860.0000000009 4.5000000000000009 0.032256090733090992 3706.7151214702894 0.046521784670487676 1.0000000180025095e-35 58.681724845995895 0.71632987179002727 -0.036229025572538369 1.0724658267263723 0.15541124935741582 0.010421148881239245 2263772.2500000005 0.54714204246362541 0.90448159299590258 0.17141771983178999 6.5000000000000009 900027.00000000012 0.0026318605523556475 0.92450142450142458 1.0000000180025095e-35 19.129222011385203 0.85713877553179996 5.1368217328005086 139837.50000000003 2.6853462095812568 -0.018116215243935582 0.020479500000000001 536458.07250000013 7423.6725000000015 0.02823424153029919 27.288018433179726 -0.043436486274003976 -2702.4999999999995 -1490.4999999999998 2804.5000000000005 1667.5000000000002 0.33773529588338969 155611.31250000003 0.19063283208020051 0.031595719978213317 24.274351676154335 1709.5000000000002 -0.013288246002048252 0.007106895830417838 1072918.7100000002 3487.0991319444447 0.022460805857639442 0.015550000000000001 -0.018116215243935582 12.500000000000002 0.86823507659288557 1618785.0000000002 0.71825396825396837 12973.593214285715 0.74195000000000011 0.04809980403784201 0.66596045197740128 -0.0049508647061884395 -854.31666666666649 0.0088648721575737017 -629.49999999999989 0.25739488819266459 1.5000000000000002 0.98154655375206501 0.033747864887118346 -173.75650568181814 9.5000000000000018 0.054845130071043975 285198.75000000006 0.48171444685371573 0.017127455606928688 0.38848206813417357 -0.013930249027907847 0.060351099294337442 495.08333333333343 0.18350168350168353 0.015597243793308737 0.00059191888431087147 -0.011082654818892477 -695.65833333333319 -744.95454545454538 95.467053633575219 0.017969026230275634 354759.53571428574 0.15650927799523076 8.5024271844660202 -0.033332509920001023 0.95814500964648552 0.015012718737125398 -0.015332973096519707 -0.0075922084506601087 -538.03571428571411 0.17033365570599615 0.013348500709980728 0.21073190789473686 139.36930394826416 -634.46428571428567 -1264.9374999999998 -1478.8889247104246 6.5000000000000009 0.83472068745569461 0.0046500000000000005 -0.01102616125717759 0.0056846751831471929 -0.017692333087325093 0.18914703918671077 0.0083671691827476042
decision_type=2 10 10 10 10 10 2 10 2 2 8 2 10 10 8 10 10 8 8 2 2 2 10 8 10 2 8 10 8 2 2 10 8 2 8 2 10 10 10 10 2 8 10 2 8 10 2 8 10 10 8 10 2 2 8 10 8 10 8 10 10 2 10 2 8 8 10 8 2 8 2 2 10 10 10 8 2 8 10 8 2 2 2 10 10 8 2 8 10 10 2 10 2 2 2 10 10 2 10 8 10 10 8 8 10 10 2 2 2 2 2
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internal_weight=0 13421.5 273.234 13148.2 11733.7 6945.56 6453.27 4788.09 4576.91 3932.86 2949.4 644.057 356.085 2593.31 3337.47 1414.6 57.8509 1356.75 1022.99 1180.18 2157.29 695.513 599.177 1461.78 413.7 492.288 462.856 443.86 132.758 112.852 211.177 91.6132 423.818 256.453 189.606 983.46 643.203 74.7927 576.733 532.426 3115.8 303.234 261.252 333.754 2812.57 373.26 2439.31 279.955 340.257 96.4819 167.364 552.444 391.976 121.032 68.0385 160.467 93.124 30.557 225.568 259.114 234.403 302.057 70.6718 30.8854 19.9069 766.477 38.0589 78.922 24.7118 44.3067 140.476 29.4327 20.8409 53.7983 41.74 26.6191 18.8842 38.7704 26.0647 56.7066 61.1721 19.0268 141.803 19.5582 41.9816 44.2356 29.5771 15.637 18.9955 22.4219 28.4434 30.4411 110.898 14.6634 7.7457 12.1612 46.3326 102.201 95.7335 22.4439 21.5713 9.49914 23.4747 14.7522 10.5485 11.7117 43.7048 14.202 34.7365 17.883 15.1209
internal_count=200494 200065 5129 194936 175901 112000 101642 63901 61733 55641 39006 6092 6266 32740 59289 19035 879 18156 13018 19878 39411 13498 7414 25913 5448 10358 9951 9654 2445 1981 2168 781 5604 3105 1934 16635 12155 1486 7012 6476 42353 4890 3278 5138 37463 5811 31652 4365 4480 977 2499 5311 3700 1868 683 1611 957 590 2754 4117 3678 6102 429 351 464 14430 495 793 439 536 2684 407 248 773 608 368 232 703 483 340 547 467 3552 322 1612 896 550 193 297 302 294 234 2134 214 192 272 631 2010 1843 402 234 255 426 374 175 169 249 164 641 331 240
is_linear=0
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Tree=198
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split_gain=19.6657 18.6186 22.9734 19.6959 17.6646 16.4174 18.8157 19.5194 17.877 17.0045 15.8629 15.8043 14.4815 15.6245 14.2096 13.481 12.0987 12.4295 12.2934 11.8457 11.2303 11.1216 11.2854 10.7001 11.6513 10.6616 13.3665 12.6649 12.3668 13.0859 12.1749 11.1656 18.3522 11.0229 11.9016 11.019 10.3817 11.1735 9.67942 9.45404 9.38291 9.06635 8.95949 9.05312 8.86395 8.68858 8.59256 11.3208 8.59049 8.5619 10.1488 9.63597 8.54522 11.8355 8.17552 8.14569 8.10117 8.08487 8.00008 7.98157 7.95424 7.83724 7.72221 7.68612 8.50459 7.85467 8.19985 17.4681 10.1832 7.57825 7.45776 7.34414 7.29558 7.27351 7.22944 6.7205 6.62318 7.90758 6.5356 6.17838 5.62996 8.31412 6.40753 5.5188 5.34957 7.57047 6.59952 8.0133 7.09888 5.20305 5.11062 4.90736 4.84793 4.55774 5.88124 4.44055 4.32843 6.95423 5.46041 5.07924 4.35169 4.22299 5.42476 3.86904 3.69812 3.6928 3.60099 3.34717 2.96321 2.89539 2.87961
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decision_type=10 10 8 10 8 8 2 2 10 8 2 8 2 10 8 10 2 8 10 2 2 10 10 10 2 8 10 2 10 2 10 8 10 2 2 2 2 2 10 10 10 10 10 10 2 2 8 2 8 10 2 2 10 2 2 2 8 10 8 2 2 10 2 2 2 2 2 8 10 10 10 2 10 10 8 8 2 2 8 8 2 10 10 10 2 10 8 2 2 10 8 10 2 2 8 2 10 2 8 10 2 8 8 2 10 10 8 10 2 2 2
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is_linear=0
shrinkage=0.0227381


Tree=199
num_leaves=112
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decision_type=8 2 10 10 10 10 10 2 10 10 10 10 10 2 8 10 8 2 8 2 8 10 10 8 2 2 8 10 2 2 2 10 8 2 10 2 10 10 8 2 2 10 10 2 10 10 10 2 8 8 10 8 8 10 2 8 8 10 2 10 2 2 2 10 8 2 8 2 2 10 2 2 2 8 8 2 2 2 2 10 10 8 8 2 2 8 2 8 8 2 2 10 10 10 10 2 8 8 10 10 8 8 10 2 2 2 2 2 8 10 2
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leaf_count=486 802 307 1481 543 100 441 83 164 89 1721 189 131 389 138 3972 141 949 994 512 940 469 511 548 11659 133 141 83 429 234 10283 728 455 1841 10743 2517 232 2807 9875 4781 8656 19664 149 10790 343 306 334 1718 6180 5623 524 131 664 323 812 267 768 397 811 5717 1123 1414 596 327 262 92 1660 700 1473 674 471 157 838 4067 1157 2150 701 413 1036 196 531 122 792 1704 6694 982 7546 1522 1316 1401 3424 840 470 129 528 57 302 140 1919 187 1427 120 668 503 1327 676 388 858 6305 180 233 748
internal_value=0 0.000535885 -2.43377e-06 -0.000348812 -0.000988803 0.00241426 0.00290985 0.00549961 0.0013767 -0.00125443 0.00301085 0.00274646 -0.00260574 0.00427916 -0.0009047 0.00719833 0.000158544 -0.000997379 0.0012184 0.00106623 -0.00116116 -0.00381389 0.00609807 0.00348327 0.0100698 -0.0022362 -0.00291012 0.00277261 -0.00141195 2.31415e-05 0.00544714 0.00651103 -0.00430988 -0.00369231 -0.00528255 0.0115737 0.000231335 8.90505e-05 0.000643167 -0.00169269 0.00143837 0.0182526 0.000569148 -0.000302172 -0.00119763 0.00529777 -0.00176696 -0.00454058 -0.000749196 -0.00329463 0.0224732 0.0261991 0.01121 0.00799295 0.013554 0.00276027 0.00269324 0.00847619 -0.00292904 -0.000796071 -0.00628571 0.0178769 0.0117066 0.00697823 0.0199909 0.00221657 -0.0003058 0.00810182 0.00502832 0.00717809 0.0129659 0.00379436 0.00313071 0.0040213 0.00547639 -0.00320609 -0.00407587 0.0035631 0.00641555 0.00934517 0.0132507 0.0160286 0.0118098 -0.00365139 -0.00631661 -0.0080135 -0.00255852 0.000739979 -0.00380077 -0.000865072 0.00468446 0.00544506 0.0132017 0.00193721 0.0128677 0.0169165 -0.00851249 -0.0110919 -0.00407204 -0.00552708 0.00593577 -0.000645894 -0.00719725 -0.00662881 0.00268507 -0.0026047 0.00172543 -0.00262658 0.0110221 0.0167073 0.0022721
internal_weight=0 11772.3 9156.72 8219.49 5998.36 2615.61 2427.07 951.252 2221.12 760.68 937.228 1460.44 2575.52 780.65 1295.52 403.434 665.756 591.167 1475.82 377.216 295.751 188.544 105.987 1321.89 117.707 1728.04 1525.83 1204.18 1244.62 859.093 359.344 336.186 1280 1191.94 769.384 61.4329 3422.85 3387.61 2867.85 725.892 2141.96 44.0901 1355.25 1140.43 989.038 151.392 944.558 385.53 422.556 1483.16 36.4332 31.7068 35.2347 120.561 62.8431 202.212 66.4688 74.5889 519.765 353.375 140.503 51.2378 66.2534 111.76 37.1541 1142.75 85.1386 291.696 214.824 172.674 72.7362 759.719 718.716 645.709 491.107 156.579 138.555 155.248 116.805 98.2717 67.7441 61.0853 191.533 1432.97 404.759 335.944 1028.21 282.245 745.966 335.908 103.182 142.137 42.0925 68.815 41.0027 33.1338 107.884 89.6234 140.108 133.489 50.1874 154.602 166.39 113.394 80.6607 90.4511 64.448 485.18 34.9568 29.9221 99.938
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is_linear=0
shrinkage=0.0227381


Tree=200
num_leaves=112
num_cat=0
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split_gain=20.284 20.1216 20.5459 20.4601 17.0929 16.8674 16.4026 15.6467 18.4646 15.4391 15.2956 15.1021 14.9571 14.7863 16.1837 14.345 13.7653 12.8803 12.5775 12.1894 11.6688 12.2657 11.2284 11.631 12.6002 11.9367 12.118 12.0863 11.4054 11.1678 11.0121 12.0831 10.8444 12.5598 14.8217 13.1174 11.8524 11.0061 10.9411 10.839 10.6889 10.6198 10.3834 11.4111 10.8373 10.3247 10.2584 10.205 10.1568 9.90566 9.89902 12.0981 11.5017 9.86566 9.79385 9.73241 9.88165 9.59116 9.55567 10.6023 9.38385 9.37477 9.26183 10.0452 13.7089 9.24597 9.15203 8.911 8.7033 8.61984 8.59409 8.54884 10.5434 8.54852 10.6927 8.4954 8.46571 10.1015 8.42272 8.29105 8.27048 10.1276 10.3687 8.24506 8.22777 8.17828 8.17297 8.14793 11.8022 8.04564 7.96978 7.77681 7.61529 7.59211 7.5398 7.32074 7.28896 7.2679 7.24615 7.14188 7.12056 7.02589 6.948 6.93974 6.90643 7.20378 6.80245 6.7271 6.68254 6.62683 6.6256
threshold=1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.90580734749549718 5.5000000000000009 0.045964816091017449 -11761.499999999998 0.25101626016260165 0.027647611685097221 0.32629697873279745 0.0057423441060858848 0.055831576510679812 4.0101010101010113 0.026437658816576007 0.046250000000000006 -7535.4999999999991 -1824.4999999999998 -1469.4999999999998 31366.500000000004 -1349.4999999999998 180002.25000000003 0.048621665686368949 1.5000000000000002 53.500000000000007 1089735.7500000002 6.5000000000000009 0.018855761377594305 -0.010764417704194782 0.38165074339682686 1.0000000180025095e-35 0.60153210125853496 -756.49999999999989 6.2777594883072565 0.9759500000000001 12.273863636363638 0.40936473165388837 -0.016774932853877541 0.026944433338940147 -2179.4999999999995 1.0000000180025095e-35 0.025750000000000006 0.73030303030303034 0.038650000000000011 0.16615000000000002 55057.950000000004 -0.013697589747607706 0.057166138663887985 -21.654761904761902 1.0000000180025095e-35 0.10269055313996146 0.057550000000000011 0.029339830295171104 0.016239584423601631 -0.02853739075362682 0.7009272122194945 0.75393676908142659 0.0071142544038593778 0.068932127207517638 8.5000000000000018 1.0000000180025095e-35 0.5764828006263274 0.34878898636454714 -804.49999999999989 0.55667690204547726 0.0066629429347813138 -0.030774095095694062 0.39588015879068178 0.018830046140649207 -116.49999999999999 -0.013387348037213085 0.98785000000000012 -2640.4999999999995 -196.49999999999997 5.5000000000000009 1.3938383375467469 0.35014158561902703 0.015250634033725834 -1828.9285714285713 0.12337223067816676 -0.00084117249934934069 0.075100000000000014 52869.172500000008 7.9946236559139789 0.27812939521800289 0.020680757239460949 -0.0021908278577029701 57.500000000000007 0.046822949293228472 0.74846916957530363 0.50248684929721732 -0.010747214779257773 51128.250000000007 2.5000000000000004 0.066950000000000023 3.5000000000000004 0.021484537981450561 0.04999982193795708 175508.41500000001 0.2374013055371462 0.040400000000000005 13.80993431855501 0.059662034365534182 0.19804727833801433 0.51522794375248659 2330.5000000000005 -0.0086692068725824339 65643.093750000015 227946.13344460231 -140.49999999999997 0.90950040950040967 -159.49999999999997
decision_type=2 2 2 10 2 2 2 10 2 10 8 8 10 2 10 2 10 8 8 2 8 2 2 10 10 10 8 2 8 8 10 8 2 10 8 10 2 2 10 2 8 8 8 8 10 2 2 8 2 10 10 10 2 2 8 8 2 2 8 8 10 8 2 8 2 2 8 8 8 2 10 2 8 2 10 8 8 8 10 2 8 8 8 8 2 2 8 8 10 8 2 10 2 8 2 2 10 10 2 8 10 10 8 8 10 2 10 10 10 8 2
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Tree=203
num_leaves=112
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decision_type=10 10 10 2 10 2 2 8 10 2 8 8 2 8 2 10 2 8 2 2 10 8 2 10 10 2 10 2 8 2 2 8 10 10 2 2 10 10 8 10 8 2 10 10 10 10 2 2 8 10 10 8 2 2 8 8 2 10 10 2 10 10 8 2 2 10 2 10 2 10 10 2 2 8 2 10 2 8 2 2 2 2 10 10 10 8 2 2 10 8 2 8 2 8 2 2 8 2 8 2 10 2 8 2 10 10 2 2 10 2 2
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leaf_count=436 192 402 420 149 411 13287 2157 898 499 1063 15516 19217 12306 2725 2408 1224 138 302 304 1698 62 16406 409 21021 2121 16276 183 149 148 1128 1898 89 886 316 106 200 6306 289 242 188 557 298 334 2784 177 208 139 348 207 313 344 355 249 317 5111 384 508 787 2868 196 3195 246 298 771 1007 196 287 172 438 183 1933 1371 725 613 319 316 367 2116 1185 1996 556 1683 376 97 100 2030 1415 2349 144 264 1626 639 2412 2281 435 144 716 330 345 1013 253 136 256 468 343 106 154 219 177 626 1028
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is_linear=0
shrinkage=0.0227381


Tree=204
num_leaves=112
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split_gain=21.8122 18.839 18.0733 20.7741 19.1191 17.3269 16.9833 15.4571 16.3984 14.45 15.0652 13.9385 13.1894 12.7499 12.4585 11.8703 11.8701 13.4971 11.6993 11.5019 11.6153 13.4332 11.9315 11.4979 11.4748 11.2445 11.1822 11.1274 11.0936 11.0621 10.8297 10.5509 10.3726 10.2787 11.5246 10.2439 10.1744 10.1078 11.1905 10.6923 9.73407 12.0761 13.2234 12.603 15.6036 10.9992 10.5315 9.65978 11.608 11.1039 10.9942 9.64806 9.63369 9.60767 9.59601 9.28548 9.96701 9.09955 8.89569 8.86735 9.86054 11.9702 9.45498 8.85529 8.77331 8.73465 8.69028 8.61056 8.57255 8.51013 8.49534 8.48278 8.38328 8.25048 8.22986 8.19672 10.4347 8.16763 10.5257 9.66618 8.27854 8.15107 9.06793 8.12271 11.3418 8.08434 8.0667 7.96645 7.92597 7.8726 8.5189 7.86901 7.80334 7.79246 7.67994 8.78454 12.4139 7.59846 7.59676 7.45456 7.35404 7.24573 7.23073 7.2233 7.16976 7.16443 8.69835 8.3142 7.06121 7.01998 6.97801
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Tree=207
num_leaves=112
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split_gain=21.1651 19.3769 18.534 20.5427 22.5815 19.408 18.8895 19.7812 17.9079 16.4097 16.1412 14.9015 15.2472 14.7226 14.3891 15.9247 13.3018 13.1076 14.0612 13.9662 12.6395 12.2225 15.8797 11.5534 11.3995 11.3306 11.213 10.8082 11.2663 10.7935 10.5847 10.6899 12.7153 12.5799 10.5012 10.1191 9.92271 10.7173 9.58043 9.46093 9.38057 9.34802 10.1527 9.27157 9.49468 10.0959 9.16952 10.0656 8.95164 8.68544 14.6915 9.13063 8.64691 8.40252 8.15586 8.1189 7.99493 7.97306 7.85655 7.5993 7.55916 8.93764 7.52224 7.31423 9.12729 7.24836 7.17394 7.00932 6.95 6.94913 7.1097 7.69544 6.94096 6.93009 6.87353 6.7778 8.38852 7.79064 7.57175 6.75109 6.74894 6.6674 6.52755 6.26882 6.14554 5.97616 6.71418 5.97561 5.948 5.93014 11.0016 5.84868 5.80786 5.78553 5.65021 5.59364 7.59493 5.54163 5.31842 5.27754 5.32694 5.14329 5.45543 5.13228 5.03822 5.02272 4.94762 4.91029 4.87003 4.75818 4.66741
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decision_type=10 8 2 2 2 2 2 2 8 10 10 2 2 10 10 8 8 8 8 2 8 2 2 2 10 2 8 10 8 10 2 2 2 2 2 2 8 2 2 8 8 2 2 2 2 8 10 8 2 8 8 2 2 2 2 10 2 10 10 2 10 2 8 2 8 8 10 2 2 8 2 2 10 2 8 8 8 8 2 8 2 2 2 10 10 2 10 8 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 8 2 2 10
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leaf_count=92 173 2437 149 296 31486 1117 50895 132 95 2137 809 329 2860 6256 258 178 11407 1908 4669 859 80 1212 1995 158 1458 2293 2343 91 18650 189 88 408 1249 1380 5143 153 1024 1324 99 1374 4244 94 201 361 126 393 463 1925 265 402 159 203 7446 339 509 139 207 562 527 874 1849 97 456 297 372 628 104 456 2359 148 622 100 326 201 148 226 915 1080 246 314 1255 268 110 67 244 331 125 458 137 449 187 167 81 326 254 682 132 696 106 144 3158 499 513 141 126 85 90 154 98 168 92
internal_value=0 0.000186478 3.33827e-05 0.000314002 -0.000234421 -0.000700536 -0.00134489 -0.00311375 0.00511562 -0.00038416 0.00500449 0.0013598 9.73502e-05 -0.003367 -0.00261455 -0.000934777 -0.000803658 0.00197441 0.00248708 0.00126098 0.0084805 0.00474798 0.00643352 0.00477891 -0.00282498 0.00261709 0.00418075 0.000525439 0.000214467 0.013215 0.00426678 0.00687516 0.0123668 0.00414411 0.00212495 0.00852087 -0.00255368 0.00121785 -0.00025538 -0.0015983 0.00154764 0.00307154 0.00687604 -0.00704128 -0.000937019 0.00641509 0.00703008 0.0088298 0.0120246 0.000614044 0.0046595 -0.000979041 0.0026022 0.00762133 -0.00167405 -0.00693389 0.000369819 0.000166329 0.0104598 -0.00170799 0.000158172 0.00951013 0.0134765 0.010172 0.0146843 -0.00577187 0.00636285 -0.00558797 -0.000755571 0.0157587 0.0175355 0.00368339 -0.0084206 0.0019679 0.00628 -0.00622268 -0.00403523 -0.010756 0.000154531 -0.00273502 0.00139965 -0.00563374 -0.00921556 0.0198783 0.0012456 0.0107057 0.0148336 -0.00964129 0.0169379 -0.00713611 -0.00174142 0.0203854 0.0191003 -0.00420803 0.00473667 -0.00775637 -0.00358661 -0.0106281 0.0137163 -0.0102385 -0.011235 -0.00241579 0.000203239 0.00485665 0.00702591 0.0236439 0.0115826 0.0159416 -0.0132158 0.0123556 -0.00879993
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is_linear=0
shrinkage=0.0227381


Tree=208
num_leaves=112
num_cat=0
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split_gain=21.6863 20.446 19.7997 18.8604 17.7028 26.1273 21.0201 17.2155 16.8279 13.2397 13.1925 13.076 12.8953 12.1391 12.1302 12.1067 11.9649 11.7695 11.7619 13.8238 11.8097 11.7069 11.4689 11.2348 11.4306 11.8939 14.9988 12.2692 11.346 11.0064 10.7807 10.7346 10.6699 10.6272 10.592 10.5378 10.4377 15.5912 13.7849 12.8519 10.3793 10.7813 10.7191 10.2417 9.2595 13.338 12.4279 10.7836 9.2384 15.7831 10.3665 9.68649 9.17537 9.14362 9.26031 9.08015 8.86227 8.86117 8.79141 8.76825 8.76037 8.66852 8.63217 8.71313 9.18639 8.6845 8.5816 10.3264 10.2735 8.46336 8.42644 8.34153 8.33526 11.2858 8.75245 8.26266 8.15262 8.07733 8.18435 8.06948 7.81422 9.07356 7.51217 7.48085 7.19661 7.17983 7.09423 7.31328 7.07901 7.03982 6.98998 6.94509 8.93389 6.94147 6.58825 6.55134 6.45844 6.44656 6.24863 6.67474 6.22395 7.76048 6.16257 6.12218 6.08598 5.96496 5.89532 5.87707 5.81091 5.56683 5.55508
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decision_type=2 8 2 10 2 2 2 10 2 8 8 8 10 8 8 2 10 10 8 8 10 2 8 2 8 10 8 10 10 10 8 8 8 2 2 2 8 8 10 2 10 10 2 10 10 2 10 2 2 2 2 2 2 10 10 2 2 2 2 10 8 10 2 2 2 8 10 2 8 10 10 10 10 10 10 10 8 8 2 2 10 2 10 2 10 10 8 2 10 2 10 2 8 10 2 10 2 2 8 10 10 8 8 2 8 8 10 2 2 10 2
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Tree=211
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split_gain=24.4407 20.3342 19.5358 18.3225 16.0727 15.4792 15.2877 16.6376 20.0218 20.004 20.4296 25.3645 17.6893 17.5093 19.2143 14.8847 13.3759 13.1793 12.5563 11.4188 13.0643 8.92625 11.3852 10.8302 8.72619 10.642 9.07703 9.59711 8.67644 9.18059 8.58081 8.4392 8.35385 8.04837 7.95557 7.92709 7.61978 7.47994 7.36677 7.27136 7.12859 7.1202 6.55164 6.10108 5.99502 5.79749 5.79456 5.57159 5.35381 5.26928 6.55197 5.93291 5.20377 5.09503 5.03897 4.78635 5.7264 5.6138 6.54198 4.50019 4.22867 4.18004 4.16558 4.05397 4.84607 4.03387 3.99295 4.85323 3.98354 3.94336 3.90606 3.89481 3.64808 3.56524 3.33615 3.31665 3.20087 3.13463 2.82971 2.72013 2.70163 2.57405 2.359 2.22967 1.73743 1.7469 1.64807 1.63998 0.633825
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decision_type=10 2 10 10 10 2 10 10 10 10 2 10 8 10 10 8 10 2 2 10 2 10 2 10 2 8 8 10 10 10 2 8 8 10 10 2 2 10 2 10 2 8 10 2 2 10 10 2 10 2 2 2 2 8 10 8 2 2 8 2 2 10 2 2 2 2 10 2 2 2 2 10 10 2 2 10 10 2 10 2 2 2 10 10 2 10 10 2 8
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internal_value=0 0.000343289 0.000709729 0.000653171 -0.00181758 0.0165947 0.000590008 0.000706512 0.00257926 0.000291025 0.000786462 0.000310127 0.00376015 -0.00200901 0.00207875 0.00183696 -0.00211003 -0.00337632 0.00241023 -0.000884803 0.00862907 -0.00510631 -0.00223214 0.00966698 -0.0013351 -0.000853963 2.49554e-05 0.00485428 -0.00382893 -0.00503859 0.0166683 -0.000886606 -0.0078372 -0.00540451 0.00962715 0.0234953 -0.00594087 0.0113302 -0.00223257 0.0125358 -0.0071975 -0.00813553 -0.00540353 0.0276687 -0.00864312 -0.0072956 0.00415105 -0.00135815 -0.00876257 -0.0098053 -0.0107009 0.00217306 0.00475176 0.00112916 0.0162994 -0.00946779 -0.010895 0.000637427 0.00890406 -0.0122195 0.00450481 -0.0125551 0.0140077 -0.0101585 -0.00375444 -0.0076907 -0.0116316 -0.0138388 0.0107462 -0.0137095 -0.00240523 -0.00141559 0.00761736 -0.00376328 0.00897442 0.017629 0.0205542 0.0031058 0.00497773 0.000891198 -0.00513965 -0.0038394 -0.015186 -0.013385 -0.0159885 -0.0166691 0.0222642 0.00690607 0.0347153
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is_linear=0
shrinkage=0.0227381


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Tree=215
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decision_type=8 10 10 2 10 8 10 2 2 2 10 10 2 10 2 8 10 2 10 8 10 10 8 2 2 10 2 2 10 10 2 2 8 2 10 10 10 2 2 10 2 10 10 10 2 8 2 2 2 2 2 10 2 2 8 2 2 10 2 2 8 8 2 10 10 2 8 8 10 10 2 10 2 10 2 2 2 10 8 8 2 8 10 10 8 2 8 10 2 2 10 10 8 2 2 8 2 8 10 10 8 10 10 2 8 10 8 2 8 2 10
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leaf_count=207 1991 856 127 173 890 566 338 280 39428 26139 4381 3083 2387 166 7044 213 2817 178 1583 283 376 150 637 138 2390 165 645 32321 50 280 562 568 573 4178 412 5592 124 545 111 1226 953 206 143 127 298 204 671 236 311 8466 591 152 269 198 95 336 320 93 151 1221 576 2037 318 321 208 129 1652 1159 402 197 339 1242 1667 556 1745 4812 77 195 98 376 137 393 412 224 71 265 98 229 373 221 135 3236 212 160 220 201 2394 210 185 265 3896 1460 725 128 2209 623 2618 510 72 930 832
internal_value=0 0.000515932 0.000675548 0.000634245 0.00211307 -0.00041927 0.00331563 0.000200523 0.000403316 0.000849876 -0.00158583 0.00149839 0.000458446 -0.00240662 -0.000708971 -0.00117042 -0.000683357 -0.00162471 0.000984521 -0.000346695 -0.000925966 -0.00556701 -0.00687328 0.013119 -0.00385281 0.00744512 -0.00359731 0.00274389 0.00200715 0.00056196 0.010479 -0.00112526 0.00102139 -0.00118527 0.00152109 0.00231534 -0.00420382 0.00815949 -0.00668007 0.00104916 0.00573017 0.0115997 0.0143561 0.00976762 0.0168486 -0.00385858 0.00272495 0.0182179 0.00460775 0.00510747 -0.00116225 0.00132787 0.00330059 0.0100386 0.0149701 0.0194477 -4.04244e-05 0.00686088 0.0161923 -0.00305923 -0.00153254 0.00125344 -0.0017301 0.00765814 -0.007778 -0.00391425 -0.00114152 0.00328593 0.00873153 -0.0072244 -0.00433239 0.00633164 -0.000940239 0.00243527 -0.0045162 -0.00565164 0.0101805 -0.006876 0.0111907 0.0145316 0.0178261 0.000119668 -0.00391808 -0.00895546 0.0219084 -0.00848919 -0.00789488 -0.00196615 -0.00493444 -0.0105837 -0.0100691 -0.0109867 -0.0010739 -0.00565684 0.00170909 -0.0052871 -0.00665701 0.00132256 0.00539469 -0.0110956 -0.0122797 -0.00708339 0.00164439 -0.000882162 -0.00919484 0.000331737 -0.0124541 -0.0076809 -0.00447454 -0.00711279 -0.00810929
internal_weight=0 12116.3 11696.2 11678.4 2640.84 852.097 1788.74 9037.53 8620.43 7043.99 1576.44 5334 2913.29 1352.64 1353.3 1709.99 1620.94 1217.96 856.677 926.847 884.028 291.109 268.238 34.7389 420.063 22.871 496.621 2420.72 372.444 329.688 36.6113 817.358 460.825 330.263 1034.15 912.653 121.496 154.185 223.142 758.468 754.589 108.249 93.6925 42.8184 24.2771 356.533 75.3607 28.0803 646.34 625.903 272.616 194.465 165.655 49.1982 36.7478 29.1598 116.457 43.7134 15.9767 511.584 401.435 233.729 163.732 69.9969 213.168 417.094 233.267 118.961 68.6406 183.828 50.3202 130.562 293.077 152.174 140.902 281.172 16.6286 78.1504 42.7564 36.2054 31.1604 60.2976 48.0636 134.687 16.0469 147.447 257.246 73.4209 65.9798 123.53 183.825 175.7 27.7366 114.306 16.4109 167.706 152.507 26.2397 15.4771 111.727 106.118 104.868 22.96 28.1415 89.0555 37.0008 107.119 98.8288 72.7432 58.7793 110.149
internal_count=200964 175626 167668 167541 34104 13361 20743 133437 124560 108597 15963 77219 41815 25338 13653 31378 28956 20062 8627 14704 14101 5358 5043 547 7958 315 5026 35404 5918 5257 913 12814 6561 4746 10326 8253 2073 1435 2310 6818 10417 1302 1096 603 425 6253 1237 409 9115 8804 5093 3419 2828 781 583 431 2047 776 244 8183 6130 3252 2355 897 2199 8877 4687 2180 1561 4190 619 1815 4344 2223 2121 5016 201 1674 661 611 513 1002 805 5276 351 2865 4836 1239 1010 3188 3597 3462 532 2507 441 2878 2595 475 345 4327 4062 1872 949 226 2422 818 2747 2162 1271 1002 2053
is_linear=0
shrinkage=0.0227381


Tree=216
num_leaves=112
num_cat=0
split_feature=195 180 184 179 182 185 44 131 64 169 19 182 137 178 153 127 124 41 166 19 179 194 150 31 52 21 144 218 153 202 194 7 169 133 130 93 225 200 213 5 201 210 218 125 203 150 162 133 194 232 154 156 154 189 41 195 19 141 232 39 126 133 144 82 18 41 149 230 39 93 149 26 213 195 74 185 191 151 91 141 209 132 141 189 226 136 221 145 31 149 123 180 81 229 126 221 191 188 214 39 219 180 225 131 151 174 207 210 143 41 180
split_gain=18.6069 18.0465 17.425 20.1601 17.999 15.984 16.8253 16.9866 18.0843 15.2481 14.4868 17.7856 18.6156 14.659 13.8041 13.64 13.5542 13.1852 13.0661 12.9854 11.5045 11.4953 11.4578 11.0212 11.9108 10.9652 10.8432 10.7948 10.784 10.2849 10.1515 10.1173 11.0131 10.0199 9.34628 16.0871 11.6667 9.64407 9.3355 12.1063 10.5473 9.23955 9.03649 8.98201 12.5166 15.1709 9.63559 9.5724 10.1203 9.00582 8.97091 8.90705 12.0983 10.766 16.1841 13.0944 9.3077 9.15678 8.83224 8.82992 8.80088 9.30672 8.79258 8.77613 8.76396 9.07765 9.30544 9.38326 8.69169 8.64032 11.0053 8.62757 8.57017 8.51023 8.47618 8.12983 12.2054 11.2058 10.0732 9.5267 9.10896 8.59383 8.06539 8.05609 7.90753 7.90442 7.8585 7.80546 7.78185 7.70188 7.65442 7.58753 7.32929 7.24069 7.24005 7.23449 7.20891 8.78341 7.06834 7.1612 8.71113 7.03667 10.0777 8.95656 7.41335 7.70354 7.10528 6.96361 6.9259 6.87879 7.03605
threshold=11.917517006802724 22482.859500000002 35505.375000000007 0.99999544340100333 -1082.4833333333331 -251.51783783783779 0.98985000000000012 0.50939876501635484 0.31250000000000006 0.1368504445903827 3.5000000000000004 -1000.2792207792207 1.0000000180025095e-35 0.52506265664160412 74584.575000000012 9665.3900936724694 56.343600273785086 0.47674953178598795 5.5000000000000009 15.500000000000002 0.99700192241578678 0.1155435473617292 -2114.4999999999995 15.500000000000002 0.044900000000000002 1.0000000180025095e-35 -76.499999999999986 0.015768189914524559 324036.00000000006 0.156782902777195 0.029498781761225203 28109.250000000004 0.049424998248890191 0.036356133289685726 0.3333323071294631 -1691.4999999999998 -0.011209703516215084 34.500000000000007 -0.03058719169348478 288126.00000000006 0.010362972508591067 0.0092675089836120623 -0.011951396241784094 2.3285420944558526 0.049929425120353706 -1391.4999999999998 0.92055166616434214 0.085155454279142201 0.014134452102687047 -0.00039413025660905982 803666.25000000012 559950.75000000012 1463431.8150000002 0.071588725176169141 0.47315231611881597 15.5109159943047 21.500000000000004 0.29341208707688382 -0.0048588141798973075 0.26909038683379999 0.033434801321569022 0.12820991005662116 -56.499999999999993 0.0029000000000000002 -3699.4999999999995 0.083089450992369959 -476.98148148148147 -0.0089105218648910505 0.19125081347581843 -1252.4999999999998 370.11437908496737 9.5000000000000018 -0.015403948258608578 25.522774327122157 0.013750000000000002 1004.8533285917498 10.500000000000002 1019.5000000000001 3.5000000000000004 0.01929530154223285 0.013079986907541754 0.053104171564398867 0.40200917096058758 0.072954683698296843 -0.010057352017611263 0.49314385899393637 0.018302554264664653 499.42901502854727 11.500000000000002 -996.18333333333328 0.75941595401246487 6676.2948214285725 0.018350000000000002 -0.0119558023288846 0.16194155818220596 0.0025724347215145831 16.500000000000004 0.92831449126413168 0.057446628808975227 0.59153962826815587 -0.022951133549213406 7588.6500000000005 0.0034795330138877039 0.080774112354767821 1575.5000000000002 3.5000000000000004 -0.037566494196653359 -0.010439608246088026 -1966.4999999999998 0.3714916490179011 9331.0725000000039
decision_type=10 10 10 8 8 8 10 10 8 10 10 10 2 10 8 2 2 8 10 8 10 10 8 2 8 2 10 2 10 2 10 10 8 10 10 10 2 8 2 2 8 2 2 2 2 8 8 8 10 2 10 8 10 10 10 10 10 2 2 8 2 8 10 10 2 8 8 2 10 10 8 2 2 10 8 10 8 10 8 2 2 8 2 10 2 10 2 8 2 8 10 8 10 2 2 2 10 10 2 8 2 8 2 10 10 10 2 2 10 8 10
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Tree=219
num_leaves=112
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leaf_count=1300 3670 167 264 380 1167 121 3437 1153 525 2083 79 423 921 145 672 4903 1490 9680 586 2639 1990 757 18033 391 7364 3279 646 1539 260 682 88 136 121 371 663 9455 365 250 6493 5902 9811 227 386 1235 146 197 247 828 329 3939 719 426 649 2050 8838 1006 1571 5717 296 1770 248 318 1919 1170 1235 3772 288 5261 721 304 601 298 1038 14188 3979 169 1071 202 264 794 837 792 212 1300 346 537 260 474 164 657 260 151 870 264 4597 859 651 381 3470 1678 477 4549 779 224 577 449 1305 180 380 296 222
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is_linear=0
shrinkage=0.0227381


Tree=220
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decision_type=10 8 8 2 2 2 10 10 8 10 8 10 8 2 10 8 10 8 2 2 2 10 8 8 10 2 2 10 8 10 2 8 2 8 10 8 2 2 8 8 2 8 8 10 10 10 10 2 8 10 2 10 10 2 2 8 2 8 2 2 10 2 8 2 8 10 8 2 10 2 2 10 2 10 10 10 2 8 10 10 10 10 10 2 8 10 10 2 2 2 8 10 2 2 2 2 2 10 2 2 10 10 10 2 10
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split_gain=17.5378 15.8726 15.4963 14.8731 14.3384 12.7808 13.1444 12.5732 12.8909 12.3649 12.6391 11.9884 11.9526 11.7836 11.4391 13.1168 11.4301 11.1212 10.9319 10.8054 10.7527 10.5946 10.2863 10.112 15.2331 15.6288 14.117 11.4801 11.3766 11.1697 10.4139 10.0064 12.4572 11.7191 9.89671 13.0149 11.1663 10.4272 10.0575 12.4727 9.69681 10.2468 9.86197 9.55919 9.42853 9.97205 10.0826 9.4247 9.38566 9.16612 13.9577 9.12336 9.10819 11.1948 9.10089 9.02833 10.4088 9.9146 11.637 9.01055 10.2289 9.00002 8.98302 8.94356 8.89711 8.82964 8.80041 8.5962 8.44901 8.40605 8.32399 9.47387 8.99091 8.24039 9.01345 8.19064 8.165 8.16365 8.01054 8.11049 7.87085 7.77789 7.71485 7.48628 7.46111 11.222 7.42704 7.22859 7.18748 7.11 10.6101 9.54104 8.90047 6.96872 6.89233 6.81372 6.74815 6.88803 6.71816 8.28775 8.07971 6.57427 6.56521 6.98884 6.55075 6.46031 6.42453 6.41852 6.31407 6.22901 6.19691
threshold=0.010091056390656902 0.75393676908142659 0.99998440515407749 0.28163387607148371 45.500000000000007 4.5000000000000009 0.0039043608121573929 1.5000000000000002 -434.49999999999994 0.23788662186089082 0.039308838546276099 0.024381938390433792 1.0000000180025095e-35 3436.8975000000005 27866.250000000004 -0.06661799922585486 0.022975317202508453 939681.60750000004 0.29686994638571484 0.0033859855029731993 1.0000000180025095e-35 0.23904761904761906 56.500000000000007 0.19287036567792618 0.048592690169547953 -1982.4999999999998 0.0035901190713047986 0.012592930492776719 406.5566710670293 0.71178805924568644 -0.0056400282774120561 59662.500000000007 9450.1500000000033 248.73558279409988 -877.49999999999989 59.500000000000007 1209.5000000000002 15453.457500000002 3.2840520191649558 20.267948717948723 0.0041500000000000009 10.226941237739089 0.18270727611606699 0.76976128338902094 0.017540046945214275 0.34210000000000007 -572.49999999999989 0.49626168248047892 0.57583690306203417 0.0026800074847415094 0.43587225082248243 2415.4672170731715 0.61867692739220159 -589.49999999999989 -0.01246606884524226 127228.50000000001 0.12480000000000001 0.3874259381171824 -291.49999999999994 8.3518138261464774 -0.0082209366373717768 0.0011893034097738566 0.026094036176800731 86951.812500000015 0.21701574039658902 0.043223190521754211 0.051613246574307561 5.0837719298245618 -0.00037883852201048279 -0.025025216862559315 -0.01100459275767207 -4235.4999999999991 269210.25000000006 -70.499999999999986 0.43019480519480524 0.015821671113371853 0.031441600993275649 0.41795277901005218 2.0031446540880506 0.042307751253247268 0.013970066327601673 0.78128978212705846 -0.02991944923996925 -0.014709526672959326 668495.25000000012 0.89299345692475474 0.3709787816563998 2.7952953725362386 -0.016552660614252087 -0.0089082522317767126 0.025354488752782348 -0.021737932227551934 23.500000000000004 0.0094024264253675955 0.0016038335161283614 0.086150000000000018 -0.020063348114490506 -0.0052485901396721593 0.016318343579769138 0.2179082354317147 0.016753280535340313 -0.0033465852029621597 4.5000000000000009 -0.0079150423407554609 0.93285472043821549 -1188.4999999999998 -0.0025690745096653696 89997.750000000015 25.720779220779225 0.00090000000000000008 -443.49999999999994
decision_type=8 8 10 10 8 8 2 2 2 8 2 2 10 8 10 2 2 10 8 2 2 10 8 8 10 10 2 8 8 8 2 10 8 10 10 10 8 8 2 10 8 2 10 8 2 10 10 10 10 2 8 8 10 10 2 10 8 8 10 2 2 2 2 10 8 8 8 10 2 2 2 2 10 10 8 2 2 8 8 2 2 10 2 2 2 8 2 2 2 2 2 2 8 2 2 10 2 2 2 8 2 2 2 2 10 2 2 2 10 10 10
left_child=69 3 4 19 7 23 40 17 11 10 22 20 13 70 15 81 65 44 52 34 21 -9 -8 24 43 105 -27 28 -25 109 -31 33 -33 -20 68 37 -37 86 108 -40 -7 42 -42 93 45 77 -47 -5 -18 59 88 54 53 -16 -11 102 -57 58 62 60 -10 83 -58 -39 76 -13 -45 78 -2 -1 71 -4 -72 -19 -75 -66 -17 -3 -49 101 -73 -15 -53 -14 85 -74 -36 -70 -51 -63 91 -91 -93 -6 -30 -69 -89 -98 99 100 -85 -80 103 -21 -88 -26 -46 -52 -38 -29 -97
right_child=1 2 12 47 5 6 9 8 49 51 -12 16 61 14 18 64 48 73 31 55 -22 -23 -24 27 25 26 -28 29 94 30 -32 32 -34 -35 35 36 38 63 39 -41 41 -43 -44 66 106 46 -48 67 -50 50 107 82 -54 -55 -56 56 57 -59 -60 -61 -62 89 -64 -65 75 -67 -68 95 87 -71 72 80 84 74 -76 -77 -78 -79 79 -81 -82 -83 -84 98 -86 -87 104 96 -90 90 -92 92 -94 -95 -96 110 97 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=115 1020 507 143 1032 1583 286 232 54152 849 189 363 73 738 479 928 1275 103 4277 3139 184 306 18360 1002 120 496 1349 896 3211 106 6969 10750 2693 6137 5175 184 2860 1001 169 1426 129 2997 172 1665 1053 286 625 224 384 405 221 82 203 318 243 853 810 862 158 296 751 1531 932 126 365 20605 1146 596 5954 404 687 508 284 185 104 271 2016 178 2809 316 337 99 267 312 900 377 278 526 154 361 267 535 201 586 359 96 583 158 259 495 607 255 574 3241 379 230 82 388 794 166 461 201
internal_value=0 8.43193e-05 0.000340761 -0.00231553 0.000806245 -0.000776674 0.00186467 0.00132094 0.00159835 0.00572779 0.0106464 0.00131655 -0.00108689 -0.00164517 -0.00202561 -0.00334314 0.00773185 -0.00207931 -0.000182406 -0.000697307 0.00115125 0.00121935 0.0137202 -0.00189068 0.00103703 0.00522793 0.00786722 -0.00301752 0.00677072 -0.00353075 -0.0022419 -0.00117028 0.00135854 -0.00348522 0.00130301 0.00298986 0.00102341 0.0111293 0.00474649 -0.000520322 -0.000756545 -0.00171887 -0.00261622 -0.00311506 0.00104714 -0.000774784 0.00836219 -0.00602404 0.0161386 0.00535757 0.00989061 0.000868686 0.00534548 0.00749451 -0.00308146 -0.00375667 0.000574619 0.00470326 0.00752921 0.00285919 0.00462975 0.00262365 0.0120747 -0.00121382 -0.00371508 0.00265591 0.00216505 -0.00733911 -0.0040587 0.00782953 0.00447583 0.0121074 0.000743448 -0.00557646 0.0049185 -0.00442436 0.000930494 -0.00298778 -0.00035278 0.00407026 0.0167323 0.00894776 0.00867085 -0.000524323 0.00565687 0.0109228 0.01628 0.00174882 0.00294737 0.00637962 0.00230646 0.00656445 0.0103714 -0.00709837 0.0138003 -0.00920341 0.00752785 -0.000253464 -0.00294809 -0.000246614 -0.00504658 0.00866916 -0.00672563 0.00259529 0.0193634 -0.00754991 0.0103846 0.0171004 0.00983132 -0.00775008 0.00123633
internal_weight=0 13315 12036.2 1278.78 9079.6 2226.81 658.85 6852.79 6340.09 262.214 125.219 5908.76 2956.65 2574.14 2428.92 1412.36 138.53 512.695 1016.56 897.41 5770.23 5749.68 104.069 1567.96 435.959 215.857 181.643 1132 51.1735 1080.83 838.016 868.191 416.624 451.566 545.608 417.928 344.403 73.5252 183.922 94.1356 396.636 374.977 359.842 220.102 273.875 235.759 41.3087 381.372 45.0979 431.329 144.217 136.995 148.372 129.69 94.4025 351.803 145.895 98.4229 86.1783 287.111 240.702 382.513 63.8043 23.5826 1376.7 93.4319 96.3321 334.78 127.679 144.293 145.212 41.3561 103.856 238.82 27.873 1194.71 181.995 194.45 72.6726 54.7807 33.1699 35.6605 42.593 212.123 65.14 40.1743 49.9425 63.9372 79.6381 170.389 103.819 76.1449 60.8132 123.77 32.0494 262.107 37.3064 25.3023 160.828 125.365 71.8901 41.7016 205.908 29.4623 42.7401 34.2138 38.1162 64.5791 89.7867 242.814 27.1485
internal_count=201159 200357 175869 24488 125026 36401 8274 88625 79134 3154 1597 74545 50843 45327 43453 24820 1727 9491 18633 15107 72818 72512 1234 28127 6414 2823 2245 21713 322 21391 17719 17144 8830 8314 9051 7056 5582 1474 2722 1555 5120 4834 4662 3591 4839 4165 849 9381 508 4589 1458 1557 1489 1171 1042 6056 2252 1442 1284 3131 2380 5516 988 534 24074 1219 1649 8349 1995 802 1874 526 1348 4652 375 22621 1453 3316 1611 1227 383 746 515 2995 840 463 940 975 582 2521 1589 1054 787 1942 202 6738 571 417 2257 1762 1155 890 3804 563 756 578 674 876 1167 3672 784
is_linear=0
shrinkage=0.0227381


Tree=224
num_leaves=112
num_cat=0
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split_gain=19.3727 17.8776 17.3059 16.4723 14.5443 14.4257 13.0317 13.4799 13.3203 12.3747 12.764 12.0741 11.4334 12.4067 11.2062 11.1193 10.7879 10.5152 14.3537 18.8452 14.1768 14.6805 14.0077 12.5345 16.7558 11.8954 13.4212 12.4324 10.5041 10.4801 12.4886 11.3144 10.3731 13.3152 10.159 11.1879 10.8739 9.99906 10.5463 9.96546 9.96401 9.76637 9.74923 9.72081 9.68425 9.61072 9.55458 9.49745 9.49202 12.5747 10.8457 10.2877 12.4915 10.1503 9.42824 12.0224 10.9342 10.3278 11.0069 10.2446 9.54069 10.8895 9.2213 13.8502 8.87853 8.75632 10.7866 10.0895 9.31863 8.66488 8.60336 8.53409 9.29841 8.43363 13.4974 8.39696 8.3723 8.92188 8.35467 8.29533 8.15915 11.7892 9.58535 9.10505 11.3029 10.9677 10.7129 9.81156 9.56689 8.08026 8.04944 7.99433 9.00351 9.38596 8.51189 8.22726 7.96863 7.9497 10.8891 7.92795 7.76025 8.60368 7.70991 7.6108 7.60579 7.55212 9.31152 7.50096 7.49935 8.80609 7.4859
threshold=2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.031945000000000008 0.20482545287677825 -4559.4999999999991 0.20015571919804542 27.535934291581111 49.334702258726907 -0.0082298158667981607 -0.061213895678520196 -0.037974728271365159 -9065.4999999999982 0.032086479066575156 0.169178095214159 19.500000000000004 303099.38718750008 2.5000000000000004 42.616016427104732 0.41245826117364465 0.092959765344858183 0.88712735873780502 0.050244323165969156 62.429842573579748 0.70263633627328614 414.77520015642233 21.834699453551917 -905.49999999999989 7017648.7500000009 0.19516850615310213 8454.3337500000034 0.36010752688172049 -196.49999999999997 64902.093750000007 0.14515709877014163 0.62678571428571439 -0.013154478278011082 0.15110081434249881 49.500000000000007 0.99035000000000017 8.5000000000000018 0.53781783935531857 4094.5650000000001 0.30508121067038702 -165.49999999999997 0.15023645428183283 -0.016823899000883099 -0.029292752034962174 -0.040636867284774773 198607.12500000003 1800319.7500000002 172.05000000000004 208.69794751616277 -0.037237519398331635 0.0027698409976437692 -0.018665853887796399 9.3943381180223309 -1776.4999999999998 0.0025258031673729424 899.61135126970203 16.500000000000004 0.014077726285904648 0.4451400450305471 0.0062183649279177198 -1034.4999999999998 0.015725098550319675 0.009063581936061384 0.075968785239405229 0.38165074339682686 -1862.4999999999998 -1638.4999999999998 0.025250000000000005 0.10970000000000001 10157.539500000001 118667.00250000002 1.5000000000000002 0.57583690306203417 5346.8100000000004 0.99720670391061461 -437.49999999999994 -0.0062423890922218552 0.024427880533039573 1.0051481164909515 0.0060631998348981151 0.30290820194837537 10.34307036247335 2.5000000000000004 6.8580586080586086 0.0040558730252087125 -779.49999999999989 690912.18750000012 -0.0031601162627339359 -0.022284730337560173 0.97645000000000015 0.00057007736177183699 -0.012920716777443884 1.0297627988529021 0.0043158992193639287 0.011317878961563112 10429.991357142859 0.49999769734717553 -36.154761904761898 0.0088397157378494757 0.011192478239536287 0.068750000000000019 -0.016569103114306923 0.18132446809246461 -0.0034974485170096155 174970.12500000003 -0.027909883297979828 0.0035247446503490214
decision_type=2 2 10 2 10 2 10 2 2 2 2 2 2 10 10 8 10 2 2 10 2 2 10 2 8 10 10 2 10 8 10 8 10 10 2 10 2 2 10 10 10 8 8 10 10 2 2 2 2 10 10 10 10 2 2 2 10 10 2 8 10 2 8 2 10 2 2 2 8 10 2 8 8 10 10 2 10 10 10 10 2 2 10 2 8 10 2 8 2 2 10 2 2 8 2 2 10 2 2 8 10 8 2 2 10 2 8 2 10 2 2
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split_gain=15.687 14.1465 12.8662 12.7972 12.5643 12.7458 12.2385 16.2577 12.9393 11.8504 15.9712 12.2789 13.1091 12.2219 11.7536 11.6791 11.491 12.7273 11.9998 11.3984 11.2604 10.8361 10.64 10.5762 10.3109 10.2012 10.9371 10.0039 9.93971 9.91909 12.5069 9.86481 9.19015 9.0558 10.8158 9.00615 8.88372 12.4849 10.1101 8.65256 12.7221 10.903 9.77657 13.0803 9.16986 8.63017 8.87849 9.43145 11.0472 10.1834 8.42577 12.9042 9.92649 8.25953 10.1827 8.78382 9.16092 8.24635 8.19361 8.10134 8.81746 8.74034 8.36926 8.34695 8.09099 7.96819 7.56941 7.54585 8.69925 8.52659 7.5081 17.9816 10.579 7.48478 8.65361 7.84501 7.48435 7.46957 7.41643 7.37563 7.89172 7.22228 7.53522 7.21789 7.16577 7.01679 6.9346 6.88116 7.70106 6.87066 9.32561 7.65347 6.80603 6.79527 7.15232 6.74701 6.58729 6.54234 6.539 8.5128 6.21525 6.19109 6.14356 5.63452 7.61927 5.58658 5.52718 5.49476 5.30539 5.48485 5.30116
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decision_type=2 10 2 2 10 2 2 2 2 10 10 2 2 10 8 2 2 2 2 10 10 8 8 10 8 2 8 8 8 8 10 2 10 2 2 2 2 10 2 10 2 2 8 8 10 2 2 2 2 8 2 10 8 2 10 10 8 2 2 2 10 10 2 10 10 2 10 2 2 10 8 2 2 8 10 10 10 2 2 2 2 10 2 2 8 10 8 8 8 2 8 2 8 2 8 2 10 8 2 2 2 8 10 10 2 2 2 2 8 8 8
left_child=2 6 4 25 5 53 8 15 9 11 31 12 20 28 98 39 21 23 -19 35 105 22 -13 -18 -23 29 -27 -10 -14 30 -4 64 -3 34 -16 81 37 -9 70 41 42 100 43 -41 95 -31 50 48 -48 -49 51 -47 -52 54 -1 56 -56 87 -44 61 63 107 -63 -61 85 -29 -46 108 -69 -70 71 -39 -72 89 75 84 77 -42 -34 80 -5 82 86 102 -75 -11 -7 -38 -89 -28 91 -91 -22 94 -55 -43 110 -62 99 -12 -8 106 -6 104 -32 -2 -33 -59 -21 -110 -95
right_child=1 32 3 79 83 19 7 36 27 10 14 16 13 -15 33 -17 17 18 -20 67 92 24 -24 -25 -26 26 73 65 -30 45 103 101 78 -35 -36 -37 57 38 -40 40 76 44 58 -45 66 46 47 49 -50 -51 52 -53 -54 93 55 -57 -58 59 -60 60 97 62 -64 -65 -66 -67 -68 68 69 -71 72 -73 -74 74 -76 -77 -78 -79 -80 -81 -82 -83 -84 -85 -86 -87 -88 88 -90 90 -92 -93 -94 96 -96 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 109 -111 -112
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leaf_count=382 75 2184 223 132 411 231 160 455 164 568 363 161 177 406 883 1075 2329 932 3024 120 196 50596 3131 458 34290 320 145 122 7584 378 125 2142 79 984 1877 604 167 1253 189 1265 137 1243 1020 811 4922 6669 10751 2140 1809 987 1086 7575 463 416 207 238 130 409 202 1623 1985 524 423 332 192 144 1359 343 276 118 545 1570 742 2079 348 838 177 1182 259 297 438 168 164 488 3936 383 158 232 328 266 120 106 254 488 538 2209 296 512 260 152 463 176 164 91 199 2519 410 586 204 2014 6290
internal_value=0 0.000501323 -0.00138134 -0.000519654 -0.00403076 -0.00470599 0.000601444 0.00205923 0.000184324 0.00011651 0.00271457 -0.000175576 -0.00301925 -0.000953225 0.00506981 0.000616242 0.000131717 0.00294146 0.00597245 -0.000165616 -0.00769272 -0.00019029 0.00371821 -0.000267414 -0.000432862 -0.000790723 0.00218421 0.0123793 -0.00182418 -0.00160351 0.0052779 -0.00154719 -0.00638877 0.00660673 0.00857897 0.00673607 0.0045823 0.00746436 0.00869448 0.00111243 0.00368203 -0.00012566 0.00109879 -0.00217094 0.000525466 -0.0020319 -0.00223833 -0.00400689 -0.00531593 0.000825965 -0.000604559 0.000336036 -0.00609786 -0.0068272 0.00215245 0.00934007 0.0161376 0.00261818 0.00577776 0.0015358 -0.000385614 0.00623303 0.0112687 0.0033049 0.00467067 0.0197139 0.00201803 -0.00378703 0.00418695 0.0123332 0.00964026 0.00729097 0.0166456 0.0033571 0.00198494 0.000809104 0.00932718 0.0110947 0.00708055 0.0103848 0.0159907 0.0116264 0.0156665 0.00868319 0.00203429 0.00751469 0.0201694 0.0105405 0.0143925 0.0102905 0.0135799 0.0179352 0.00499267 -0.0078114 0.000979134 -0.00296592 -0.00873738 -0.00397278 -0.00226659 0.00215166 -0.00911153 -0.00421723 0.0161186 0.010785 0.0138313 -0.00966625 -0.00536084 -0.000381302 -0.00675833 -0.00801856 -0.00941174
internal_weight=0 10546 2913.09 2205.93 707.16 676.641 10402.7 2306.81 8095.91 8059.78 807.336 7252.44 699.883 492.511 518.926 1474.32 6552.56 666.544 338.966 218.412 207.373 5886.01 336.754 327.578 5549.26 2160.2 460.43 36.1375 470.725 1699.77 93.91 288.41 143.314 429.753 312.936 72.6185 832.489 327.641 304.914 1396.3 448.498 947.804 314.744 187.985 891.314 1605.86 1587.29 756.204 594.357 161.848 831.086 716.478 114.608 458.229 44.2539 28.6361 19.1716 504.847 126.759 453.196 327.233 125.963 68.0816 161.626 84.7058 22.0596 626.932 145.793 38.6227 20.283 290.688 230.827 59.8607 416.624 357.027 329.742 133.754 119.94 16.3218 45.7237 29.0107 49.3711 37.928 30.5194 297.763 73.2283 28.9381 51.6511 39.9348 59.5969 48.3955 38.3102 26.1471 413.975 39.404 264.382 374.571 165.607 89.1736 59.6916 56.4903 203.704 16.4282 61.6602 48.9804 181.226 189.903 57.8819 107.17 102.505 356.65
internal_count=201543 145574 55969 41521 14448 13385 143052 28100 114952 114522 8390 106132 11211 8167 4519 16225 94921 6743 3956 4400 3044 88178 3292 2787 84886 40654 8158 430 7761 32496 638 3871 2522 3744 2760 1325 11875 4754 4299 15150 4794 10356 3298 2076 9733 31858 31480 15687 12560 3127 15793 14244 1549 8985 957 575 337 7121 1222 6394 4452 1942 947 1955 1143 266 6281 3075 737 394 4110 2823 1287 7838 7201 6853 1496 1319 338 867 570 721 553 1063 6015 951 389 727 560 637 492 372 450 8028 954 3452 7074 2497 775 515 623 2728 575 415 324 2594 2552 995 2338 2218 6778
is_linear=0
shrinkage=0.0227381


Tree=228
num_leaves=112
num_cat=0
split_feature=12 22 195 12 203 151 184 46 103 24 214 136 184 205 145 18 225 7 209 190 188 187 176 149 223 125 55 133 26 177 145 230 144 142 18 222 162 190 199 195 195 217 151 224 162 177 213 226 182 199 120 128 190 195 133 199 190 144 228 226 218 228 203 185 217 7 93 135 228 149 130 224 210 135 205 223 229 216 81 228 123 228 136 165 39 203 62 59 233 224 184 226 18 151 31 145 186 214 132 42 145 132 7 65 218 145 188 138 134 170 225
split_gain=21.5166 17.3292 20.4403 16.7617 14.8496 14.1403 13.2317 14.1306 12.4468 13.785 12.3978 12.2511 13.2028 11.9878 14.2225 11.7165 13.7332 12.417 12.1224 11.4592 13.0764 12.2735 12.4396 13.5325 12.0257 11.2831 10.7681 10.7585 11.6526 10.683 12.8398 10.6788 11.7007 10.4923 12.2744 10.443 15.4432 10.3004 13.1233 10.2619 10.2359 10.2223 10.1712 10.1629 10.5167 10.0523 10.6054 10.0122 15.5095 10.8047 12.0465 12.121 12.0274 9.89173 9.83616 10.6917 13.4532 17.6263 14.9266 13.0751 10.432 9.74362 9.70761 10.2701 9.55007 9.44473 9.41957 9.37607 9.35618 9.2238 9.58159 9.12805 9.08055 9.03588 9.02796 8.96813 10.3117 10.0914 10.8862 9.69338 8.76753 11.392 8.77372 8.70255 8.68527 10.3857 8.63334 8.56762 8.55866 8.7403 8.55601 9.52109 8.42672 8.27545 8.26411 11.3866 8.17253 8.03897 8.01069 7.99475 7.98199 7.96892 7.95883 7.93218 7.5736 11.0231 7.569 7.53944 8.03984 7.51819 7.42699
threshold=1.0000000180025095e-35 1.0000000180025095e-35 19.66811594202899 1.5000000000000002 0.071415513753891005 806.50000000000011 437160.82500000007 0.0025500000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.024024906568229202 0.79317226686046316 38416.628571428577 -0.024897398427128788 1083.5696216473659 -804.49999999999989 -0.01404646737501025 30530.250000000004 0.015068441163748504 15.500000000000002 0.98253241800152569 9.5900525177633629 3.5000000000000004 294.08333333333343 0.0029448129935190086 1.6303901437371666 0.020550000000000002 0.2087498957264636 5.5000000000000009 0.61721611721611735 872.54764927418012 -0.01246606884524226 -989.49999999999989 -1470.7321428571427 -2994.4999999999995 -0.0044489202555268994 0.52515971284040586 38.500000000000007 33255.273703416155 22.785380507343127 15.307915921288016 -0.003621662268415093 142.50000000000003 0.018019659444689754 0.32259231772166286 0.4188596491228071 0.013065707404166462 -0.012978467624634503 -533.64583333333314 268719.01425000007 1.184422510739376 123862.50000000001 81.500000000000014 30.480740740740746 0.0044076592693141296 88950.439997822323 19.500000000000004 -1077.4999999999998 0.0050894950982183227 0.0026564660947769885 -0.0048289096448570481 0.010461155325174333 0.11014763265848161 1.0000000180025095e-35 0.031643906608223922 36461.250000000007 -1471.4999999999998 0.021551196190658855 0.012351608835160734 30.535714285714288 0.33680011949800231 0.0046996132005006084 -0.018357714638113972 0.23240661860371348 -0.026320252567529675 -0.0050816237926483146 0.0029666728805750613 0.002071512746624649 0.034050000000000004 -0.0070839291438460341 0.82562599815016269 -0.0022820014273747797 0.51669244656224855 0.54195804195804198 0.309280095930695 0.087057773023843779 0.12065000000000002 0.74195000000000011 0.0023244424955919389 -0.019230747595429417 242203.75000000003 0.00013395363930612805 -1505.4999999999998 1691.5000000000002 13.500000000000002 401.9494163316063 14754.060000000003 0.010519565083086492 0.018013495698087519 0.091900000000000023 213.73503789375033 0.030302567887571703 41089.500000000007 0.013350000000000002 0.016872575506567958 499.42901502854727 0.47790864133263933 2.5000000000000004 0.27259757463945872 16.025000000000002 -0.0044674710370600215
decision_type=2 2 10 2 2 10 10 8 2 2 2 10 8 2 8 2 2 10 2 10 8 10 8 10 2 2 10 10 2 8 8 2 8 8 2 2 8 10 10 10 10 2 8 2 10 8 2 2 8 10 2 10 10 10 8 10 10 8 2 2 2 2 2 10 2 10 10 10 2 8 10 2 2 8 2 2 2 2 8 2 8 2 8 10 10 2 8 10 2 2 10 2 2 8 2 10 10 2 10 8 10 8 10 8 2 10 10 2 10 8 2
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internal_weight=0 10526.2 5572.82 3797.88 2289.81 1838.43 1774.94 4953.33 3505.7 3020.1 686.993 2906.93 2101.96 1447.63 964.769 895.33 1508.08 1269.05 2333.11 1368.09 178.584 797.215 738.356 624.52 210.109 1456.55 451.374 965.02 51.5313 804.974 541.703 291.14 276.869 1191.01 1075.37 224.728 850.647 313.109 114.827 109.901 121.893 485.603 801.192 655.771 988.049 811.09 263.271 165.094 98.1768 102.393 113.835 28.8004 75.2103 651.595 1321.1 735.88 589.418 219.197 1628.32 494.845 462.084 89.598 163.828 556.997 123.359 1303.19 1024.21 118.033 367.57 278.988 810.169 29.2313 780.937 167.715 70.2477 613.222 590.537 309.62 61.4142 22.6844 135.441 118.952 292.36 192.325 163.139 100.036 82.451 75.21 55.3265 47.889 72.1468 1133.48 1022.26 48.5166 701.25 22.4291 58.8596 47.4503 614.934 280.613 203.642 97.86 105.782 422.573 169.144 120.927 370.221 1113.91 990.168 56.0853 934.082
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is_linear=0
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Tree=230
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decision_type=10 2 2 10 8 10 2 2 2 10 8 2 8 8 2 10 2 2 8 10 10 8 8 2 10 10 10 10 10 8 2 2 2 10 10 2 8 10 8 10 2 2 8 10 10 10 2 2 2 2 10 10 2 10 2 2 2 10 10 2 2 8 10 8 10 2 10 2 2 10 8 10 2 2 10 2 2 10 10 8 10 2 2 10 8 8 2 2 8 10 8 10 2 2 2 8 8 8 10 10 2 2 8 10 8 10 10 10 2 8 2
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is_linear=0
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Tree=231
num_leaves=112
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decision_type=2 2 10 10 10 8 10 8 10 2 10 8 2 10 2 2 8 10 10 8 2 2 2 2 10 8 10 2 2 8 2 8 10 2 10 2 8 8 2 10 8 10 8 8 8 10 2 2 2 10 10 10 2 10 2 8 10 2 8 8 2 8 10 2 8 10 2 2 2 2 10 8 8 2 2 8 10 2 10 2 2 10 2 2 10 10 10 2 10 8 10 10 2 2 2 10 2 10 10 2 2 10 8 8 2 2 2 8 10 2 2
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leaf_count=288 1479 494 163 283 341 1102 1604 475 239 327 79 322 51067 7512 160 133 369 1328 221 307 783 233 76 91 2584 7185 14873 316 164 1173 99 408 306 10522 99 346 1454 929 299 878 23482 2328 508 181 6385 295 1586 264 2282 903 268 295 1667 224 269 234 393 1306 1445 351 2159 3531 185 1046 606 125 319 137 1060 782 102 938 1868 710 2547 447 609 1630 269 3694 634 287 116 231 317 739 868 439 596 158 199 107 147 261 1629 841 6756 378 110 428 169 83 111 379 353 246 1110 3139 1138 177 313
internal_value=0 0.000275343 -0.00041047 -0.00263496 5.33532e-05 -0.000106775 -0.00626965 0.00128985 0.00530402 0.0079892 0.000980492 -0.000842534 -0.000286248 0.000110747 0.00169802 0.006746 0.00297456 0.00225061 -0.00162718 0.00984024 0.0134714 0.0188001 0.0034697 0.0234637 -0.000304729 0.00218072 -0.000782734 0.00614753 0.00916919 0.0123376 0.0149522 -0.00287411 0.00934282 -0.00336236 0.00243545 0.00134005 0.00345347 0.00820935 0.00453857 0.000623993 7.99012e-05 -0.000137807 0.00447504 0.000752421 0.00145306 -0.00435201 -0.00799113 -0.00182885 0.00697102 0.00331637 0.0071066 -0.000281163 -0.00088586 0.0107403 0.00306629 -0.00441179 0.00255052 0.00138065 0.00774415 -0.00326043 -0.00143684 -0.00348601 0.00178257 -0.00102828 -0.000697587 -0.0040635 -0.00104043 0.00913465 -0.00343097 0.00791418 -0.00499125 -0.00549084 -0.00606654 -0.00032568 0.00133733 0.00499584 -0.00159287 -0.00479948 0.00122528 0.00204979 0.00542146 0.000370242 0.0155831 0.00476244 0.0103619 -0.0119761 -0.00707893 -0.00191533 0.00200409 -0.010188 0.00625655 0.00702996 0.00944165 0.0016728 -0.00736861 -0.00225422 -0.00872022 0.00664565 0.0104111 0.00180132 0.00812736 0.0150866 0.0183333 0.0138867 -0.00321539 -0.00956481 -0.00799581 -0.011394 -0.00646607 0.00980313 -0.00355264
internal_weight=0 13166.1 7858.71 1348.94 6509.77 6371.98 262.863 5307.44 369.82 265.206 4937.62 1394.11 6202.21 5384.43 3543.51 224.483 675.483 649.788 151.039 240.026 150.727 97.567 26.2557 71.3113 4708.95 754.61 3954.34 169.772 129.807 108.584 96.3211 817.779 25.434 792.345 53.1603 3319.02 831.63 180.015 151.607 2487.39 2187.16 2155.36 300.232 936.81 860.187 132.708 101.48 85.8085 214.424 170.24 107.56 679.645 651.536 23.2423 89.2986 127.796 727.478 602.623 124.855 62.6793 631.957 385.729 246.228 173.739 271.003 457.3 234.137 39.9277 194.209 72.4894 669.3 645.05 620.048 116.62 185.69 64.4219 104.614 606.655 99.2556 651.615 210.294 441.321 54.2431 46.7569 27.6747 111.825 223.163 89.0935 68.5321 134.07 24.2494 137.785 108.667 43.8549 503.428 110.029 393.399 31.2284 87.1526 59.4563 29.9192 29.2434 14.5039 64.8119 48.5359 114.726 94.9535 128.216 76.6231 40.7627 39.9645
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is_linear=0
shrinkage=0.0227381


Tree=232
num_leaves=112
num_cat=0
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split_gain=16.3672 15.1416 13.5489 13.5595 13.2623 13.7459 13.1987 12.2958 12.9449 12.2574 13.3866 13.5111 14.4438 13.3515 14.2302 13.2916 13.1913 11.6441 11.2082 12.2484 12.4664 10.5211 10.3491 10.3249 10.3226 14.1327 10.2534 10.2473 13.4236 16.2216 12.3694 10.5874 9.85211 10.5096 11.8409 9.81997 9.80296 9.72286 12.5574 12.2317 9.68163 9.47268 9.28254 10.1123 8.69557 9.37002 8.37747 8.28236 8.19661 10.8413 8.19036 8.0619 7.2343 7.15847 6.99013 6.80456 6.80283 6.77029 6.76366 7.1679 7.60933 6.9947 6.68677 6.68188 6.48234 6.45855 6.36598 6.24731 10.652 6.19219 5.87043 5.83232 6.693 5.63405 5.61697 5.57917 5.38124 5.29201 5.214 5.19744 5.23666 5.1537 5.10701 4.8593 4.75319 4.74152 4.64819 5.72097 4.57147 4.50112 4.39399 4.25587 4.1294 4.02323 3.99135 3.93398 8.18842 4.05125 3.91435 4.21426 3.81123 4.89235 3.77895 3.2745 3.52627 3.86227 3.26731 3.2491 3.23887 3.23396 3.21762
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Tree=235
num_leaves=112
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decision_type=2 8 2 2 8 10 8 8 8 10 10 2 2 10 8 2 8 2 10 8 8 2 8 8 10 10 10 10 8 2 10 8 10 8 8 2 2 8 2 10 8 10 8 8 8 8 8 2 2 10 10 2 8 2 10 10 10 8 8 10 2 8 2 10 2 10 2 8 10 10 2 10 2 8 2 8 2 2 10 8 2 10 10 2 10 2 2 10 2 10 2 10 10 2 2 2 8 8 10 10 8 2 8 10 2 10 2 10 8 8 8
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leaf_count=222 968 10945 661 443 367 838 544 77 2732 1212 1560 2458 325 250 1637 117 113 603 323 10830 360 648 11588 23132 2574 1263 8885 9146 850 2811 75 138 374 1022 655 945 1370 838 3194 874 399 140 290 3172 10367 1254 1827 364 703 179 213 3568 701 78 179 333 362 674 891 228 1483 1881 1993 275 528 295 4227 1427 395 941 483 2277 158 353 3765 3351 1595 1110 143 3051 957 437 686 335 4959 1050 2182 176 136 113 1181 337 168 606 243 188 8194 406 112 203 960 1340 1938 2614 3241 180 218 2071 1838 109 156
internal_value=0 -0.000546672 0.00108162 0.00193371 -0.000538796 -0.000257818 0.00445161 -0.000277495 0.00297641 0.0026418 0.00291565 -0.0030997 -9.22423e-05 -0.00581447 -0.00199842 -0.000492174 -0.00167335 0.00145052 -0.00293388 -0.00150309 0.000233474 0.000203553 -0.000326353 7.38072e-05 0.00263449 0.00157289 -0.000749503 0.00109207 -0.00222774 -0.00135 -0.00111207 -0.00551275 -0.00760946 0.00268896 0.00749613 0.00966602 0.014971 -0.0049436 0.00470078 -0.00284434 0.00299563 0.00269365 0.00605336 0.00498326 0.00353763 0.00492122 0.00419774 -0.00168769 -0.000653118 -0.00205262 0.003265 -0.00278463 0.00110373 0.00934437 0.00888782 0.00981282 0.0132777 0.0120806 0.00145345 0.0030388 -0.000690166 0.00258819 -0.00341323 0.0104183 -0.00269102 0.00409945 -0.00865296 -0.00932535 0.00880278 -0.00521237 0.0111981 0.00123459 0.0123506 0.00327721 -0.00505786 -0.000446076 0.00410138 -0.00252913 0.00939235 0.00206985 -0.00639331 -0.000254525 0.000599912 0.0174684 -0.00512385 -0.00617804 -0.00361551 0.0111196 0.010942 0.0127637 0.00736974 0.000560825 0.00762333 0.0111627 0.0054417 0.0133803 -0.00379588 0.004787 0.000471959 0.00114461 0.000840969 -0.00361371 0.00185174 0.00448084 -0.000675117 0.000252623 -0.00312148 -0.000776239 -0.00695421 0.00415376 0.00366401
internal_weight=0 7987.52 5417.5 3549.4 1868.1 1146.39 262.767 7535.35 2403 2319.1 2262.7 726.996 349.124 377.872 296.352 7197.73 2663.56 765.41 1898.15 1229.58 836.451 4534.16 3743.49 3459.38 837.05 770.106 2622.33 1168.67 1453.67 413.85 709.864 668.574 316.74 790.671 175.352 155.986 95.0606 452.166 351.56 359.805 103.147 143.68 313.495 928.727 689.746 572.947 337.623 883.624 746.621 598.11 223.401 366.444 1141.11 57.0519 238.981 230.534 66.944 90.094 1333.97 764.775 569.193 258.456 310.737 84.6665 579.42 77.8214 302.13 295.282 64.796 256.659 71.5434 615.319 18.6894 61.1323 284.109 445.74 137.416 308.324 52.7721 693.232 255.034 80.4341 1084.05 30.3605 393.13 355.598 352.091 83.9046 113.035 102.898 126.587 60.9257 54.0452 45.0816 29.0748 15.6774 501.599 148.511 90.2011 1013.58 998.897 180.639 818.258 397.759 420.499 126.544 116.799 149.732 137.003 37.5321 53.2163
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is_linear=0
shrinkage=0.0227381


Tree=236
num_leaves=112
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split_gain=15.2973 15.5358 19.1237 14.3228 14 13.9101 15.131 16.3404 17.7824 13.1379 15.781 11.9604 13.6963 13.7436 14.4378 13.6849 12.0611 12.6402 11.8805 11.4508 12.85 11.2913 14.1182 10.9154 10.3224 9.70684 9.6041 11.4273 10.8275 10.7686 10.4238 10.1495 9.43068 9.30517 8.91718 15.3393 13.1051 9.84125 8.68387 8.45705 11.0438 12.165 8.80708 10.5666 8.17072 9.4625 9.84977 8.75196 8.1317 7.78595 7.75676 7.7306 8.22469 12.5467 9.86302 12.1214 8.19223 7.69048 8.58854 7.31908 7.59247 8.09376 7.95808 7.66048 6.99581 6.98111 7.65142 9.7634 7.19535 6.76234 6.72465 6.72456 6.66308 6.62518 6.54526 6.45234 6.41039 6.37317 6.36071 6.47062 9.1061 6.9111 6.21336 6.1742 6.04036 5.93851 5.87571 5.70452 5.65915 5.64798 6.14517 6.30191 12.3883 5.83566 5.41313 5.41039 5.38167 5.35886 5.35862 5.32491 5.30924 5.2456 5.18937 5.16469 5.08173 5.00917 4.99415 6.37031 6.95091 5.85223 6.09035
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Tree=239
num_leaves=112
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decision_type=8 8 10 2 2 2 10 10 10 10 2 8 10 2 10 8 8 8 2 8 10 2 2 8 2 2 2 10 2 10 10 10 2 8 10 10 2 10 2 10 10 10 10 2 10 10 10 8 10 8 2 2 10 2 2 2 2 2 2 8 10 10 2 8 2 10 8 2 10 10 2 10 2 8 2 8 10 8 2 2 10 2 8 10 8 2 2 10 2 2 10 2 10 10 8 2 2 2 10 8 2 2 2 2 2 10 8 10 2 10 2
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internal_value=0 -4.17176e-05 0.000243513 0.00101155 0.00178484 0.00862209 0.00150081 0.00212175 -0.000587987 -0.0014971 0.000792066 -0.000386616 -0.000807588 0.00114598 -0.000920261 0.00248009 0.00342696 0.000525748 0.00655941 0.00382468 -0.00200111 0.00327023 0.00749122 0.00481424 0.00994474 0.00241974 0.00141368 -0.00191189 -0.000776953 -0.00140859 0.00916868 0.0094114 0.0115423 -0.00135528 -0.000875357 -0.00125525 0.0118814 -0.00265173 0.00157499 -0.00393647 -0.000352949 0.00474907 0.0112947 -0.00342231 -0.00542515 0.00224811 0.0040223 -0.00301835 0.0107624 0.00148827 0.00153194 -0.00311018 0.00798369 -0.00375851 -0.00152977 -0.003452 -0.00363319 -0.00391716 0.0133177 -4.88347e-05 0.0156423 0.00271762 -0.00195647 0.00482184 -0.00331153 0.00227457 -0.0039022 -0.00589491 0.00288177 0.00772641 -0.00214351 0.00740406 0.0121819 0.00254924 -0.00472187 0.00983607 -0.00576227 -0.00275782 -0.00104309 0.00114885 -0.00527219 -0.00243797 0.003804 -0.00206113 0.00892409 0.000833381 -0.00315625 -0.00659667 -0.00256417 0.00953707 0.0040923 0.00880103 0.00949867 0.00112968 0.00431827 0.00645078 0.0104942 -0.000669004 -0.000338053 0.00174302 -0.00249317 -0.00328626 0.0116469 0.0184774 0.000980659 0.00455659 0.00689122 0.00656312 0.0125956 -0.0013253 -0.000980597
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shrinkage=0.0227381


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Tree=243
num_leaves=112
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split_gain=13.9328 13.4704 13.6168 16.7816 16.2833 12.9949 12.2858 15.1406 16.3548 14.7966 12.1639 12.1537 15.4011 12.2138 14.5081 14.1645 12.608 11.8408 11.7502 11.3712 11.3099 11.295 11.0882 10.9654 10.4568 10.1739 9.4884 14.3549 10.1448 9.42899 14.9374 9.84762 9.38185 8.93313 8.90213 8.89599 8.75596 17.4991 10.5513 8.58174 8.57183 8.55974 8.78582 8.54294 11.2922 9.45306 8.70705 8.41518 10.0081 8.37285 13.4724 8.32878 8.30759 10.1896 10.6182 9.27986 8.23994 8.19276 8.03673 7.78912 11.1746 7.7833 7.45554 7.77223 7.3974 7.3372 7.26491 7.18323 7.12676 8.01657 8.10983 8.85563 7.7849 7.51805 7.1176 7.06962 7.02187 8.54212 9.76068 9.07874 11.0362 9.08998 7.12429 7.29159 7.10858 6.84552 6.80659 6.60678 6.57273 6.37707 6.24116 6.22833 6.14907 7.00466 6.11388 6.0794 5.83198 5.77668 5.75851 5.66588 5.57238 5.40729 5.39899 5.31399 5.30953 5.20928 5.24272 5.04173 5.03478 4.89889 4.83069
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decision_type=10 8 8 2 10 10 8 2 10 8 2 8 10 2 10 8 10 8 10 8 8 8 10 10 2 2 10 2 2 8 10 10 2 10 2 8 10 8 10 2 2 10 8 2 2 2 2 2 10 8 2 10 10 8 10 10 10 10 8 2 2 8 10 2 10 10 8 8 10 8 2 10 10 2 2 10 8 8 8 10 2 8 8 2 10 8 10 10 2 2 2 10 10 8 2 10 10 8 2 2 2 2 10 2 10 10 10 8 10 2 2
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right_child=92 2 3 5 56 22 11 9 67 17 34 12 66 14 16 39 -18 -19 -20 20 43 68 100 -25 65 -27 36 35 -30 33 31 -33 52 41 -36 64 37 38 -40 -41 47 51 -44 44 45 -47 95 62 -50 50 -52 -53 -54 54 55 -57 74 98 89 60 109 -63 -64 -65 -66 -67 -68 -69 105 70 -72 -73 90 -75 85 -77 77 78 88 81 -82 -83 83 97 -86 -87 -88 91 -90 -91 -92 -93 -94 110 -96 -97 108 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=570 151 303 830 192 117 89 506 216 373 78 328 215 254 31430 13074 3506 11189 183 2360 98 1161 270 224 5783 779 2000 13096 65 250 193 344 276 134 107 1101 587 507 9228 1426 16766 199 151 1123 537 319 1077 522 965 362 16342 1622 402 133 198 119 1059 149 258 358 249 130 11748 312 361 630 268 492 1553 2640 7542 207 1109 114 1017 427 151 813 1763 550 631 845 1174 125 1197 5588 150 124 175 516 276 1798 159 106 98 155 298 38 3721 78 106 112 793 364 819 266 276 368 304 1663 88 88
internal_value=0 0.000157215 0.000409036 -0.000616217 0.000986686 5.06744e-05 0.00119167 0.00476095 0.00271077 0.013253 0.00531859 0.000947352 0.00776069 0.000811946 0.00132999 -0.000991851 0.00273232 0.0170811 0.000707618 -0.00191836 0.00192838 -0.00365112 0.00974321 0.000309027 0.00150488 0.00417753 -0.000145757 0.00490274 -0.00567563 -0.00296948 0.00243004 0.00761086 0.00607141 -0.00375161 0.00994668 0.00853358 -0.000425501 0.00182282 0.000600535 -0.00192121 0.00189158 0.00175015 -0.00399106 -0.00245884 0.00119472 -0.00606591 0.0077472 0.00524537 -0.00483065 -0.00103585 0.000205783 0.00707542 0.00862597 0.0102 0.0132777 0.0160431 -0.00438766 0.0177222 0.0113927 0.00187047 0.0079292 -0.00238027 0.00869315 0.0114483 0.0101472 0.00879377 0.0176152 -0.00541618 -0.00499641 -0.00368683 -0.00536689 -0.0059006 0.00112895 0.00700002 -0.00691229 0.00943046 -0.00458231 -0.00315472 -0.00497575 0.000800384 -0.0028926 0.00694538 -0.007683 -0.00848485 -0.00618515 0.00165996 0.0123974 0.0014905 0.00453417 0.00258354 -0.00357555 0.00521142 0.00965886 0.0127463 -0.00600719 -0.000489794 -0.00900288 -0.00921221 0.0226809 -0.00246765 -0.000398292 -0.00598996 -0.00466141 0.0208743 -0.000264401 -0.00989082 -0.011382 0.0205752 -0.0101666 0.0175868 0.00420468
internal_weight=0 13303.2 11870 4277.46 7592.52 3513.79 7320.02 458.771 378.69 80.0809 288.944 6861.25 124.265 6736.99 5235.6 1501.39 2199.75 68.0362 149.706 1433.24 306.043 763.669 61.4961 3035.84 82.0746 224.21 3452.29 173.791 43.1706 1127.19 140.324 91.587 155.705 986.868 139.238 130.621 3278.5 696.339 632.337 1277.18 148.469 128.21 62.7317 150.338 105.624 50.4071 55.217 106.246 26.2069 2582.16 1346.18 65.4782 127.134 119.299 95.6472 82.8735 272.502 30.8205 48.4215 63.0844 36.6102 1235.98 80.0393 67.8738 122.582 40.8539 42.1902 89.746 615.201 497.235 367.903 362.731 129.332 55.6668 189.57 11.936 858.658 599.836 409.208 190.627 121.912 68.7157 258.822 248.962 365.707 37.5145 64.0023 82.9314 43.5009 30.3368 73.665 61.322 71.6769 56.3553 42.2226 32.0325 152.056 242.235 23.5824 23.6521 30.6757 41.2207 28.5712 56.4855 42.0227 117.966 106.475 18.0847 142.388 17.9009 33.3538
internal_count=200829 200386 172616 75103 97513 56578 94369 7314 6018 1296 4092 87055 2801 84254 61476 22778 24263 1080 2663 27770 6125 18525 761 37213 2055 2506 55817 1724 442 21645 1657 1087 2211 19988 1429 1282 54093 11285 10654 20272 3184 2872 1381 3914 2753 1396 1357 2199 561 42808 17964 1491 1749 1616 1376 1178 3144 425 1089 811 467 24844 1638 1326 1217 1047 746 1926 15341 12057 8858 8651 3199 1287 2427 258 17116 11880 8417 3463 1658 1805 5236 5043 7351 577 631 717 1066 634 1912 600 443 337 985 820 1850 4918 336 240 336 1008 462 897 441 3284 3008 455 1701 218 186
is_linear=0
shrinkage=0.0227381


Tree=244
num_leaves=112
num_cat=0
split_feature=15 40 12 12 153 89 195 203 226 226 184 226 39 156 169 136 215 7 123 48 211 118 13 230 215 214 121 121 195 233 119 210 207 204 169 145 154 125 182 150 214 205 39 134 219 161 153 145 145 162 93 182 233 207 7 170 194 211 226 217 161 212 144 93 207 184 123 226 182 209 150 145 230 187 184 182 124 209 46 136 215 93 184 56 16 218 182 121 18 44 200 187 135 154 93 206 81 217 161 187 184 31 233 154 18 207 121 210 198 214 210
split_gain=17.4773 18.1532 18.7594 18.4024 14.8934 19.5204 14.7007 13.8323 14.309 16.438 12.875 13.3658 12.5561 12.5296 12.2115 11.9551 11.774 14.111 15.6272 15.0181 11.7731 11.5767 11.2265 11.1806 11.1701 11.0781 10.6185 10.3299 10.014 9.96288 12.7736 10.5293 10.4295 9.88364 9.76645 9.91531 9.72201 12.1309 9.48985 13.8149 10.748 10.1158 9.46582 9.37915 9.37285 9.31038 17.3552 13.3568 12.7958 10.0679 12.2029 9.19761 9.10246 9.03528 8.5855 8.47873 8.37492 8.66337 8.22673 7.84643 7.69433 7.80445 7.57164 11.6049 8.57032 8.79086 7.54415 7.7028 9.23193 7.5298 7.40704 10.9664 7.87424 7.38372 7.37816 7.27382 10.6635 17.2995 10.1318 8.94939 8.35542 7.97994 7.52429 7.27308 7.25716 7.18493 7.96674 7.03724 6.94 9.38922 6.83685 9.86938 6.83415 6.79548 6.61547 6.57945 7.12193 7.09268 6.50988 8.18722 6.50527 6.87761 6.39368 6.25639 6.21933 6.19649 6.10869 7.49218 6.68028 6.10527 6.8717
threshold=-9783.4999999999982 0.72449116848457595 1.0000000180025095e-35 1.5000000000000002 76500.22500000002 1.0000000180025095e-35 32.004854368932051 0.081223238259553923 0.0085724769160151499 -0.013197246007621287 70098.300000000017 0.003480149782262743 0.14429207453766402 167652.00000000003 0.020828952901597985 4.63569533680674 0.043022012338042266 17340.750000000004 0.99999851894022751 0.10395000000000001 -0.013796644750982521 1.0000000180025095e-35 3.5000000000000004 0.0037019115407019858 0.0050876673776656398 -0.023605790920555588 0.2987475104397182 0.22429854621331871 11.967028985507248 0.0026211922522634272 3.5000000000000004 -0.0052191992290318004 -0.020054670982062813 -0.040668154135346406 0.093737362855009929 868.7109539015338 517731.75000000006 3.9438740588637922 -1450.9666666666665 -1120.4999999999998 0.0034105989616364245 -0.03139089792966842 0.22957933835738317 0.13708756653157306 0.0064757717773318299 0.001900936624569783 585002.25000000012 916.22244420330492 503.8738929525943 0.78924673957735536 -536.49999999999989 -1932.8285714285712 -0.010955670848488806 -0.069578483700752244 17766.000000000004 25.983870967741939 0.087129054520358878 0.014125423505902292 0.017977311275899414 0.0023002065718173985 0.33317252158428806 0.0068824337795376786 -148.49999999999997 -479.49999999999994 -0.015316769946366547 137600.55000000002 0.86325159890539649 -0.015871811658143994 -572.97222222222206 -0.056749971583485596 -670.49999999999989 787.63990291659286 -0.0013607269502244888 4.5895737816267621 107684.97300000001 -542.90454545454531 24.976043805612598 0.025573375634849075 0.0025500000000000006 1.2196719222964048 -0.0018535923445597289 -575.49999999999989 109545.37500000001 0.056200000000000007 -1624.4999999999998 0.033747864887118346 -978.96428571428567 0.10644154765056417 -3982.4999999999995 0.98235000000000017 7.5000000000000009 12.682085561497328 0.030962142581512496 1230626.9700000002 -449.49999999999994 -0.026181823574006554 0.057150000000000006 0.05137379281222821 0.274058842061429 13.392507002801123 41178.105000000003 11.500000000000002 -0.026038127020001408 571088.25000000012 -1611.4999999999998 -0.02183494437485933 0.25332199873677702 0.0048201996833086022 0.021999877778532236 -0.025107626803219315 -0.047825844958424561
decision_type=2 10 2 2 10 10 10 2 2 2 10 2 10 10 8 10 2 10 8 8 2 10 2 2 2 2 10 10 8 2 10 2 2 2 10 10 10 2 10 8 2 2 10 8 2 8 10 10 10 8 10 10 2 2 10 8 10 2 2 2 10 2 10 10 2 8 10 2 10 2 10 10 2 10 10 8 2 2 8 10 2 10 10 8 2 2 8 10 2 10 10 8 8 8 10 2 10 2 8 10 8 2 2 10 2 2 10 2 10 2 2
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Tree=247
num_leaves=112
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decision_type=2 2 10 10 10 8 10 2 8 2 2 8 2 10 10 8 10 2 2 10 2 2 8 2 10 10 2 10 2 8 2 2 2 2 2 8 8 2 2 2 10 2 2 10 10 2 8 8 10 2 2 8 10 2 2 10 8 2 10 10 2 8 10 2 8 10 10 2 8 8 10 8 10 8 10 10 10 2 10 10 2 8 8 2 2 10 8 8 2 10 2 2 2 2 10 8 8 2 2 2 2 2 2 10 2 2 8 8 8 10 10
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leaf_count=227 1163 2094 974 287 126 8219 405 142 45385 277 262 78 239 6208 1187 774 212 5615 3103 3748 7305 462 7903 1685 1240 579 159 270 452 1155 965 493 630 187 420 1539 235 263 1324 870 409 114 1554 684 1743 10668 1122 3999 629 138 7617 2500 651 233 349 250 1174 392 252 122 1241 319 181 9773 493 232 98 1651 267 624 577 1585 313 4539 322 1035 74 2561 489 686 351 639 161 229 411 128 2798 2739 306 5997 432 594 1601 571 166 387 932 129 873 226 173 611 4787 124 1135 184 258 343 141 113 2989
internal_value=0 0.000397655 -0.000935388 0.000803164 0.00116161 0.00127276 0.00268555 -0.00387666 0.000655942 -0.00264294 -0.000382133 -0.00125387 0.00129164 -0.00128436 0.00050601 -0.00323954 0.00894318 0.00383601 0.0023715 -0.00145465 0.00387588 0.00599843 0.00654104 0.000599677 0.000405943 0.00562275 -0.00288541 0.00451724 0.00587462 0.00189831 0.000146641 0.0108691 9.25735e-05 -0.00321412 0.00309484 -0.00409116 0.0164569 -0.00245557 -0.000153333 0.00308721 0.00542453 0.0139726 -0.000836911 -0.00376469 7.57207e-05 0.00130702 0.00572323 -0.00339 -0.000770447 -0.00367211 -0.00249557 -0.00488139 0.0147615 7.60829e-05 0.00351438 -0.00454779 0.00297773 0.00735504 -0.00497572 0.00646768 0.00634799 0.00951469 0.0071142 -0.00548551 0.00458032 -0.00773514 -0.00367662 -0.00245301 -0.000619501 0.00102169 0.00765819 -0.000616577 0.00736276 -0.0020497 -0.000959005 0.00379483 -0.00421433 -0.00633321 0.0100184 -0.00473424 0.00198224 -1.26804e-06 0.00884614 0.0132716 0.0148715 0.00923025 -0.00719985 -0.00791454 -0.00626404 -0.0084433 0.000826811 -0.00257799 0.000614548 0.00614697 0.00984558 0.00839058 -0.00128911 0.00672313 -0.0065288 -0.000837109 0.00783178 -0.00878979 -0.0061461 0.0180749 -0.000787527 0.00278085 0.0036999 0.0108404 0.0017053 0.0133853 -0.00800729
internal_weight=0 12389.7 2887.22 9502.52 8095.59 7989.96 2419.45 741.57 5570.51 1022.12 661.45 1406.93 550.238 613.046 5473.57 968.636 27.7516 1758 1058.89 298.92 759.972 699.113 676.332 5434.82 5241.94 192.881 856.691 294.75 267.028 155.275 149.328 111.753 2145.65 847.244 100.751 746.494 19.9725 255.487 2097.66 360.141 268.868 50.8191 1737.52 406.517 1331 986.037 208.091 344.961 238.895 91.2738 534.079 191.943 79.7235 777.946 75.1108 709.661 218.048 104.56 671.383 24.3473 78.9675 48.4039 53.4833 647.036 63.5441 67.2067 940.884 709.175 540.359 428.471 78.5748 349.896 47.8569 302.039 233.922 94.4978 139.425 122.037 45.5967 389.383 67.03 47.928 31.9091 26.5157 32.6289 47.9968 231.709 227.21 475.739 292.003 48.8333 183.736 136.245 59.0079 40.9727 96.9406 113.489 24.0671 111.888 58.3285 17.3876 106.067 322.353 14.2675 86.4833 66.8486 26.2022 44.6014 24.8086 15.6971 168.817
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is_linear=0
shrinkage=0.0227381


Tree=248
num_leaves=112
num_cat=0
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split_gain=13.7334 13.9494 17.4273 14.7675 16.5264 17.4731 13.8329 12.9442 16.8831 12.8346 12.7627 12.5384 12.3122 12.2778 12.0316 11.8124 11.8 11.7799 11.3215 10.9562 10.9327 10.7715 10.6783 10.7124 10.5204 11.1226 10.5138 10.4234 10.3491 12.2013 10.3349 10.2942 10.2288 15.0273 10.0852 10.0566 9.77012 14.4585 15.3263 12.1693 9.61121 9.56659 8.94106 12.2819 10.2434 8.81735 8.80691 10.2702 9.02622 8.67893 8.6308 8.88566 9.56191 9.48802 9.24344 13.3906 8.71461 8.35652 9.11561 10.1311 8.95075 8.28014 8.20139 8.1034 8.09279 8.05439 7.93093 9.15817 8.83243 7.6686 7.61935 8.71757 7.58909 7.58669 7.1085 7.02322 7.64199 6.9845 6.94833 8.84086 6.90784 6.79626 7.14013 6.728 6.66455 6.55503 6.46303 6.39581 6.27745 6.1843 6.08965 5.99844 5.73729 5.67436 5.60053 5.46274 5.80044 5.42873 5.13351 5.06958 5.03291 5.00046 4.93727 4.8942 4.7893 4.52473 4.23842 4.80397 4.24597 4.17374 4.13161
threshold=0.026815009145774515 0.027498505971950457 -13238.499999999998 1.0321843225598311 26.500000000000004 13.375811688311691 2.5000000000000004 0.011013481300324203 0.031945000000000008 1.0526989001037659 0.26393188854489169 13.609225874867446 0.032593678683042533 10.391730605285595 22.467708333333338 1127250.0000000002 97.500000000000014 -11173.499999999998 0.04376975633203984 45.96466025768521 0.011679999999999953 0.16742166289034838 10.993902439024392 -1193.4999999999998 1305454.5000000002 -989.49999999999989 17.500000000000004 0.8198000000000002 0.0021730676526203756 47109.021428571439 13736.362500000001 0.20256410256410259 15772.601250000002 630049.50000000012 -0.019759495742619034 0.21864559297102101 0.24719165699794091 0.015821671113371853 3.1389459274469544 -0.016329186968505379 290752.91979166673 -1958.4999999999998 -2095.4999999999995 -0.010764417704194782 -0.02993487752974033 -0.0029452482704073186 11.500000000000002 233.59477019028319 4932.2601728537311 809122.50000000012 0.15665000000000004 59662.500000000007 0.022750000000000003 0.0080500000000000016 2.5000000000000004 0.044266316727116867 0.022299316711723808 40.026315789473692 0.05995000000000001 -3133.4999999999995 -0.0042292887810617677 0.0060659311711788186 -0.064735203981399522 0.003302655648440123 -0.0011119230766780672 0.017945839092135433 -239.49999999999997 2.2929500342231353 42.500000000000007 -0.0084293461404740793 -346.49999999999994 32.500000000000007 0.0056114685721695432 0.0018975738192156106 -0.010109431575983761 -86.499999999999986 0.032617600634694106 -0.01659842953085899 0.0033470862545073037 0.8377192982456142 0.15053837746381762 1585494.0000000002 0.20797541127310745 1.5000000000000002 1.1731690622861055 0.025038081221282486 0.66118586791427714 6.5939764492753632 0.012465966865420343 0.9397140731338528 0.030250000000000003 -0.0079335193149745447 -0.007128797471523284 0.37184009007939672 12601.628910988342 0.082550000000000026 -0.011826167348772286 -0.019340817816555497 0.62284482758620696 -0.0045939004048705092 76740.750000000015 0.56759000830971451 -0.011883193626999853 -0.028299452736973759 -4572.4999999999991 124976.62500000001 122045.61975000001 16.514705882352946 0.052474431693553931 5.6851471594798086 27.241657397107904
decision_type=10 10 2 10 10 8 10 2 2 10 8 8 2 10 10 10 10 2 2 8 2 10 10 10 2 8 10 8 2 8 10 10 8 2 2 8 10 2 2 2 10 10 10 2 2 2 2 10 2 10 10 10 10 10 10 10 2 10 8 2 2 2 2 2 2 2 10 2 8 2 10 2 2 10 2 10 2 2 2 8 2 8 10 8 2 2 8 10 2 8 10 2 2 10 2 10 2 2 10 2 10 10 2 2 2 10 10 8 2 2 8
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Tree=251
num_leaves=112
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decision_type=2 2 10 2 2 2 2 2 10 10 8 10 2 2 10 8 2 8 10 2 8 8 2 10 8 8 2 8 10 10 10 10 2 2 2 10 2 2 8 2 2 2 10 8 2 10 2 10 10 10 10 8 10 10 8 8 10 2 2 10 10 2 10 10 8 2 10 2 8 2 2 8 8 2 2 10 2 2 10 8 8 2 2 8 8 2 2 10 2 2 8 8 10 2 10 8 8 10 2 8 8 2 2 2 2 8 2 2 2 2 2
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leaf_count=509 3406 6832 1105 1659 531 427 1130 467 933 516 1183 53 1200 5694 1392 763 1244 635 1078 4003 27461 2445 595 1620 6041 9292 841 459 180 309 260 3103 641 1880 1081 1313 6647 117 1199 323 718 2847 551 841 203 234 94 421 230 647 224 170 371 273 1123 463 288 308 765 214 1371 932 1013 544 701 376 109 170 600 861 1922 1887 667 2125 634 3904 271 2276 321 1055 581 417 183 2617 1244 125 1122 246 481 2138 1887 336 24655 635 325 1558 2306 130 226 1213 1553 151 227 166 162 7474 3626 131 1200 286 10364
internal_value=0 -0.000238868 -0.000633195 -0.00126751 0.00198422 -0.00412268 0.00134078 0.00196623 0.000949509 0.00333469 -0.000231395 0.000516785 0.00155473 0.0021502 -0.00168783 0.000858838 0.00407648 0.00313309 -0.000914214 -0.000209938 0.000170988 0.0047455 0.00884849 -0.000251805 -0.00103001 0.00202728 0.00233295 0.00357685 0.0023516 0.0014798 -0.000207678 -0.000725544 0.0100398 -0.00113948 0.00160455 -0.0049204 0.00330532 0.0231415 -0.00507907 -0.00574687 -0.00964247 0.000929465 0.00441699 -0.000860491 0.00300178 0.000645922 0.00640757 0.0105677 0.0166567 0.00666201 0.0115735 0.0155619 0.007932 0.00118198 0.0121515 0.00286628 0.00979422 0.0128602 -0.00265709 0.0102472 -0.00123041 -0.00772961 0.00232392 0.00810768 0.00168393 0.00474839 0.0114231 0.000812581 -0.00412349 0.00215755 -0.000683055 0.00523076 0.000353961 -0.00396714 0.00209473 -0.00159487 -0.00540081 -0.00603984 -0.00039107 0.00300127 0.00635947 0.0122692 0.00124332 0.00664771 -0.00647655 0.000692522 0.00467708 -0.00234941 -0.00373712 -0.00240227 -0.00176687 -0.00126466 -0.000819765 0.00119665 0.00584461 0.00744107 0.000969836 0.00526004 -0.00174897 0.00151651 -0.00542898 -0.00612959 0.000554157 0.0117179 -0.00104788 0.00171247 -0.00836084 0.00793123 -0.00299385 0.00267662 -0.00378533
internal_weight=0 9731.33 8270.48 5905.43 1460.85 180.382 3657.93 3034.33 2365.05 777.993 1587.06 1450.35 632.733 959.383 623.606 1997.96 1036.36 910.179 5450.08 3705.94 3444.74 284.003 163.602 3160.74 2359.72 801.021 838.913 557.343 494.067 473.763 1440.62 1350.43 42.5988 1307.84 527.869 105.777 422.091 15.6888 261.196 100.398 99.9252 800.378 267.184 533.194 80.4568 57.6532 40.8651 145.26 63.2131 210.489 95.0666 69.9783 159.005 65.3968 93.6085 1280.46 82.3151 71.2382 490.966 126.184 296.088 136.712 1198.15 109.372 1088.78 322.827 84.5101 628.425 130.761 497.664 262.093 235.57 765.949 415.478 115.422 276.409 455.344 438.173 107.291 532.335 210.73 92.2026 118.527 265.134 97.7432 321.606 137.23 184.375 90.7775 1744.15 1500.95 1396.2 1328.83 78.8964 177.675 159.941 723.298 47.5218 69.481 198.345 249.048 243.196 62.4841 63.2755 120.4 661.494 180.712 239.365 779.967 93.0231 686.944
internal_count=201056 147944 128429 98756 19515 1857 53112 46761 29673 7680 21993 19652 6096 11753 6351 35610 11151 9693 88575 54477 49275 4861 2254 44414 33502 10912 9226 7588 6659 6479 28022 26892 1018 25874 10921 2394 8527 377 5202 1167 1227 9933 3398 6535 630 651 417 1584 651 2516 1041 817 1820 644 1176 17658 1257 969 7899 1458 4137 2341 16401 1666 14735 3587 1122 6710 1405 5305 2783 2522 11148 6794 1475 4669 10181 9910 3078 4929 2236 998 1238 3211 1553 2693 1247 1446 2757 34098 29016 26878 24991 805 2342 2017 10447 661 1158 2584 2945 5082 1305 929 2607 9780 3777 2748 14953 1486 13467
is_linear=0
shrinkage=0.0227381


Tree=252
num_leaves=112
num_cat=0
split_feature=18 183 153 169 17 40 1 15 12 187 18 157 179 39 134 39 220 183 213 155 131 135 136 45 188 141 185 200 192 15 162 39 155 222 42 136 221 224 183 86 208 215 125 214 203 60 187 162 190 226 232 165 153 188 86 231 122 41 218 226 42 228 188 217 179 202 16 185 182 143 136 182 31 150 39 233 195 18 198 145 217 143 226 184 150 156 149 180 135 208 170 162 152 210 226 180 126 184 149 53 119 18 133 217 156 217 123 69 187 203 122
split_gain=17.0268 16.6818 13.5102 13.5113 12.9408 12.8721 12.8657 16.8272 18.7642 16.1859 14.4348 13.1983 13.412 12.3601 13.8546 12.1762 11.5642 13.3389 11.5135 11.4819 11.4781 12.394 11.4658 11.0093 10.8476 13.4473 16.9448 10.9879 10.7972 11.6473 12.7826 11.554 13.2367 13.086 11.2044 11.5602 10.9042 10.7659 15.6381 10.9931 10.6287 10.4998 10.2953 10.1424 9.88251 9.6758 9.52109 9.86087 10.0079 9.50534 12.7771 10.7994 9.5024 9.47423 9.19929 8.99479 10.147 8.74809 8.70815 11.8252 9.34519 9.29319 8.89185 8.67965 8.65196 8.64028 8.62324 8.47874 8.41255 8.35128 8.31454 8.30704 8.23592 8.07769 7.7992 7.6625 7.61925 8.45404 7.56053 8.97974 7.83937 7.54277 7.46014 7.31078 7.45187 7.21764 7.17039 7.09982 6.99019 6.87268 7.28028 6.81007 6.71786 8.88515 6.71687 6.89463 7.19755 6.59449 6.55999 6.73575 6.55191 6.44215 6.34224 6.33709 6.13454 6.67544 6.12516 6.85086 8.37643 6.44502 6.06304
threshold=-4256.4999999999991 -2765.4999999999995 4500022.5000000009 0.15172272860594188 -6971.4999999999991 0.55610372301846855 1.0000000180025095e-35 -12094.499999999998 1.0000000180025095e-35 1.6572751322751327 -434.49999999999994 3999007.7100000004 0.89410694516301159 0.62029351274903821 0.40052440091538682 0.20797541127310745 0.017351689748466018 -2834.4999999999995 0.021566196344792846 65643.093750000015 0.5424467256821085 0.21993865666970336 0.34697038570785038 0.74500000000000011 0.34538914323086994 0.17624757091491369 1.2836203931203933 79.500000000000014 190.7115427302997 -15167.499999999998 0.99999800583435317 0.42048590696857391 69909.665625000009 -0.021655513904988762 0.014550000000000002 0.4699842738896699 0.0045296975877136001 0.0013253640499897303 -1137.4999999999998 0.097350000000000006 0.027561091817915443 -0.02518404275178909 10.94729637234771 0.015019298996776344 -0.045565200969576829 0.027150000000000004 8.2009174311926625 0.47270786508689239 45.500000000000007 -0.0077133853919804088 -0.014592117629945276 0.41319942611190824 198002.25000000003 0.67608484917602796 0.079750000000000001 -0.0039841297548264256 0.051275393452384362 0.26575311909471833 -0.010071790777146815 -0.0025360102299600835 0.050600000000000013 0.014782919082790615 0.69577930333079085 -0.0029784264042973514 1.1574507560434666 -0.065346416085958467 -2496.4999999999995 2415.4672170731715 -1403.4642857142856 -439.49999999999994 1.7954242803904295 -794.93749999999989 12.500000000000002 -916.49999999999989 0.300022732479029 0.005054581444710494 31.474646983311942 -4559.4999999999991 0.01308223109193333 860.90251463365894 0.013970066327601673 -2415.4999999999995 -0.017677308991551396 43018.875000000007 -1863.4999999999998 1675647.0000000002 -6.9545454545454541 17398.973161764708 0.30705098744395881 -0.050532139837741845 8.0384615384615401 0.98204064926831347 302206.55025000003 0.028797161765396598 -0.026432725600898262 6476.5181250000014 0.12292887109035903 137600.55000000002 -452.96428571428567 0.081550000000000025 1.5000000000000002 -4810.4999999999991 0.051673291141048211 -0.031354272738099091 474518.25000000006 0.014757102821022274 0.79113467900585432 0.0023500000000000001 20.504237288135595 -0.014196296222507952 0.032259955419145801
decision_type=2 8 10 10 2 8 2 2 2 8 2 10 10 8 8 8 2 10 2 10 10 8 8 10 8 2 10 10 10 2 10 10 8 2 8 10 2 2 10 8 2 2 2 2 2 8 10 10 10 2 2 10 10 10 10 2 10 8 2 2 10 2 8 2 8 2 2 10 10 10 10 10 2 10 8 2 10 2 8 10 2 10 2 10 8 8 8 10 8 2 8 10 10 2 2 10 2 8 8 10 10 2 8 2 10 2 8 10 10 2 10
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Tree=255
num_leaves=112
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split_gain=21.0841 15.2055 14.6201 12.1621 15.8524 13.8267 12.3102 12.1123 11.6841 11.4735 11.0203 11.6835 13.0991 14.036 11.6578 10.8961 10.8429 11.5116 11.2288 10.3134 10.8953 10.5789 13.4431 9.91402 9.76615 11.2051 9.72968 9.50925 9.45525 9.1176 9.71294 10.8659 9.25092 11.7133 8.94364 11.7632 8.78267 10.2048 9.08007 12.6822 8.75785 8.75483 8.42067 8.3871 8.30309 8.24384 8.26802 8.11967 9.94708 10.6811 9.51166 8.0389 7.9935 9.37829 8.35983 14.8483 8.1726 7.78383 9.28016 8.96428 10.1283 9.01426 10.9973 9.36032 8.18079 7.68771 7.47068 11.9912 9.20812 8.22863 7.33017 10.5084 7.313 7.28534 7.27586 7.20848 7.18838 7.1661 7.16278 7.33673 7.03798 8.33126 8.24161 6.98721 6.98652 6.96416 6.941 6.9364 6.88852 7.02954 6.70538 6.76881 6.69854 9.3483 7.59763 6.63421 6.49811 6.46249 7.26987 7.77982 7.17864 6.37532 6.97633 7.15329 6.36413 6.30168 6.27306 6.2451 6.03999 5.90886 5.89894
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decision_type=2 2 8 10 10 8 8 2 10 10 10 10 10 8 2 10 10 2 8 10 2 8 10 10 8 10 10 10 2 2 10 2 10 10 10 2 2 8 2 8 10 10 10 2 10 10 2 8 10 8 8 8 10 10 2 2 8 8 10 8 2 10 2 10 8 2 2 2 10 8 2 2 2 10 10 2 10 2 10 2 10 10 2 10 10 10 2 10 8 10 2 2 2 2 2 2 10 8 10 2 2 10 8 8 10 8 2 8 10 8 2
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leaf_count=503 761 121 389 623 3660 549 158 174 94456 126 1101 291 270 263 901 225 2203 27586 528 251 1481 3413 134 610 3313 300 520 579 3288 147 110 137 783 135 1012 150 226 83 775 875 134 155 293 1037 680 1133 324 848 5906 2766 149 167 142 1068 1175 2251 396 1254 186 352 452 542 105 2074 67 502 247 85 1757 295 427 352 685 173 285 1219 148 102 330 299 1303 636 506 3638 161 266 778 116 369 94 709 92 421 1062 320 527 176 232 426 2186 229 235 152 268 156 906 295 218 220 364 455
internal_value=0 -0.000301872 0.00186274 -0.000368919 -0.000543213 -0.00276925 0.00310353 -0.000170276 -6.05504e-05 -0.000162169 0.00233495 0.00329464 0.0022251 0.00538567 0.000710099 0.0109022 -0.000284421 -0.000426588 0.00458492 0.000178251 -0.00331581 0.00193931 0.00463047 0.00168193 0.000144465 -0.00573673 -0.00343253 -0.00449958 -0.00691285 0.00631668 0.0099467 0.013379 0.00351798 -0.00185728 0.00476493 -0.00072265 0.0017187 0.0132511 0.000784143 0.0061943 0.0152944 -0.00669308 0.00649874 0.0172228 0.00402681 0.00571743 0.00354744 0.00138967 0.000585393 0.00173243 0.00717636 0.0161106 -0.00192213 0.00381399 -0.00358529 0.000550448 0.0128873 0.00207391 -0.00251235 0.00390127 0.00803396 0.000570384 -0.00267807 -0.00508 0.0129597 -0.00131832 0.00921765 0.0108966 0.0133024 -0.00145818 0.00833216 0.00290118 0.00705376 0.00610232 0.00100589 -0.00488431 -0.00246716 0.0120148 0.00304624 0.00548738 0.00120736 -0.000370207 0.00345626 -0.00672213 0.0128683 0.00757093 0.0115707 0.00965248 -0.00155159 0.005036 0.0147444 0.0171408 -0.00772375 -0.00284671 -0.00948855 0.00905745 -0.00543244 -0.00603128 -0.00779249 -0.0113076 0.00338037 0.00257526 0.00679005 0.0111071 0.0134913 -0.0096143 -0.00142091 0.0124892 0.0120072 0.00221618 -0.000978066
internal_weight=0 10410.7 2986.8 10357.1 9868.97 1408.21 488.102 8460.77 8333.82 8224.74 2746.67 1897.69 1412.66 450.618 962.044 53.6627 8065.23 7844.06 221.172 848.982 281.96 567.022 318.603 235.233 527.62 106.607 240.129 880.587 126.944 485.03 201.593 132.765 283.437 102.263 161.568 79.5631 421.013 23.0649 397.948 106.686 121.503 468.307 181.174 109.053 60.8217 159.513 146.463 901.173 799.519 665.777 101.654 26.5644 412.28 90.1692 322.111 141.992 28.3916 461.538 130.582 330.956 142.282 188.674 132.499 119.322 80.2525 291.262 229.641 194.364 162.133 32.2314 158.271 78.4476 109.076 25.0843 146.131 133.742 33.0015 83.37 128.671 106.699 220.978 197.879 116.064 180.119 79.8238 56.175 68.6528 82.0047 248.419 55.1053 69.1635 60.4664 420.774 117.775 303 75.1494 85.4566 179.307 152.289 96.7248 27.0181 68.8278 48.2221 36.539 19.7667 81.5227 61.7776 13.1771 16.8062 47.5327 55.5645
internal_count=201288 161044 40244 160316 153852 23228 6464 130624 127162 126356 35127 23896 18368 5362 13006 728 124773 122042 2731 11231 3173 8058 4026 2989 7702 1928 5117 15526 3462 5528 2220 1455 3308 1314 1888 1162 5774 309 5465 1650 1318 5982 1994 1184 1200 1583 1457 12105 10739 8672 1366 325 9544 1901 7643 3426 538 6139 1440 4699 1142 3557 2749 2426 690 3815 2647 2400 2020 380 1701 779 806 473 1692 2067 439 1037 1407 1077 2715 2445 1142 4217 922 808 927 726 4032 619 903 801 5463 1483 3980 778 959 3917 3299 2418 618 765 530 378 250 1455 1363 323 355 519 881
is_linear=0
shrinkage=0.0227381


Tree=256
num_leaves=112
num_cat=0
split_feature=40 179 12 152 184 195 90 145 89 41 221 208 184 176 175 191 185 18 153 142 230 12 141 224 229 190 230 131 41 124 229 228 124 123 30 168 93 93 199 221 181 133 141 57 141 184 212 216 89 222 58 201 142 175 194 186 208 225 121 146 18 202 52 5 185 198 227 229 90 213 205 5 14 182 130 41 74 41 209 161 214 222 212 210 65 161 209 74 6 19 216 213 150 202 202 134 145 223 131 14 132 185 14 230 6 124 133 79 55 227 151
split_gain=19.7366 13.1024 22.4592 11.9628 12.4458 12.3861 14.4226 14.9399 13.9545 13.7054 13.3956 12.2048 11.9049 11.8594 14.0036 16.1465 11.5418 12.3789 11.1646 13.0133 12.8768 10.9569 11.8858 11.8143 14.2942 11.4028 10.9104 11.8577 10.7769 10.7587 10.5891 11.3959 10.9392 10.3706 10.1828 10.1696 10.5028 11.6598 10.1015 10.023 9.98201 10.0463 9.97831 9.9631 9.78132 11.2729 9.71939 9.90906 9.60797 9.38274 9.36093 9.25689 8.86316 8.75713 8.44006 9.77467 9.44593 8.26504 8.00639 7.92268 7.90976 7.71549 7.67684 7.13726 8.73384 8.83993 6.96954 9.90996 9.16496 7.16979 6.93503 6.88628 6.7943 6.76022 7.09624 6.6115 7.52555 6.58134 6.20922 5.98426 5.95172 6.13321 5.90515 5.67503 6.50542 5.94412 5.56314 5.38392 5.38241 5.30033 5.15687 5.10704 4.98608 4.87837 4.78526 4.72733 4.72032 4.49889 4.42495 4.4118 4.84923 4.2894 3.8314 3.7654 4.40336 3.61978 3.85056 3.00823 2.99075 2.93551 2.90688
threshold=0.010091056390656902 1.2134721603605236 1.0000000180025095e-35 33394.556250000009 31366.500000000004 16.77308238636364 1.0000000180025095e-35 1165.84875374432 1.0000000180025095e-35 0.24652107604594087 -0.016096752136945721 0.026601172052323822 96163.852500000023 7.5000000000000009 7.5000000000000009 67.500000000000014 1240.0962500000003 -4720.4999999999991 473274.81000000006 -1207.4722222222219 0.0044004325754940518 1.5000000000000002 0.18914703918671077 0.0062982323579490193 -0.0052154213190078727 40.500000000000007 0.0074282777495682248 0.2415667779765007 0.79047762994183202 44.880219028062974 0.0086769433692097681 -0.00023033691104501483 35.229295003422315 0.90448744934784553 4.5000000000000009 1.0000000180025095e-35 -873.49999999999989 -267.49999999999994 133446.70087912091 -0.011973683722317217 100369.68750000001 0.024889431098789199 0.20442772105243037 0.082850000000000021 0.04415109459145479 153774.82500000004 -0.036042369902133935 -0.023170010186731812 1.5000000000000002 0.01700981613248587 0.98535000000000006 0.011976477337923123 -1992.9444444444441 3.5000000000000004 0.024465060601526267 10574.617500000002 0.034195257350802429 -0.01314424257725477 0.24165527788751082 1.3923076923076925 -2757.4999999999995 0.15053837746381762 0.14895000000000003 234027.00000000003 -1.0000000180025095e-35 0.10090746082588915 -0.0050780733581632367 -0.0050718132406473151 1.0000000180025095e-35 0.012520463671535255 0.053967585787177093 103466.25000000001 0.0063005000000000014 -1556.9615384615383 0.54370370632546094 0.78076093812064806 0.052150000000000009 0.16590650291973999 -0.0051095513626933089 0.60641144061315955 0.017337666824460033 0.009352752938866617 0.018626089207828048 -0.025025216862559315 0.046650000000000004 0.42303941461435651 0.041076742112636573 0.039650000000000012 360029.25000000006 4.5000000000000009 0.021394322626292709 0.012791055720299484 -106.49999999999999 -0.051324233412742608 -0.067246347665786729 0.33430866923733366 597.98788542143609 0.0050083999522030362 0.2327403375893545 0.021669000000000004 0.36799419407463513 3010.7655487804886 0.022712500000000004 0.01612865645438433 863613.00000000012 63.311430527036286 0.061035799687846427 0.033450000000000008 0.0045500000000000011 -0.0071965206880122414 933.50000000000011
decision_type=8 10 2 8 8 10 10 10 8 8 2 2 10 8 8 10 10 2 10 10 2 2 2 2 2 8 2 10 10 2 2 2 2 8 2 8 10 10 10 2 10 10 2 10 2 10 2 2 10 2 8 10 10 8 8 8 2 2 10 10 2 2 10 2 10 10 2 2 10 2 2 2 2 10 10 8 8 10 2 10 2 2 2 2 8 8 2 10 2 10 2 2 10 2 2 10 8 2 10 2 8 10 2 2 2 2 8 8 8 2 10
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Tree=258
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decision_type=2 2 10 10 10 8 2 8 10 10 10 10 8 10 10 2 2 8 8 2 8 2 2 10 2 2 2 10 10 10 8 2 8 2 2 8 2 8 8 8 2 10 2 2 2 2 8 8 2 8 8 10 10 10 8 10 10 2 2 10 2 10 8 10 10 10 8 10 2 10 2 10 10 10 10 10 10 2 2 2 10 10 2 2 2 2 2 10 2 2 8 8 2 2 2 2 8 10 2 2 2 2 2 2 2 2 10 2 2 10 10
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leaf_count=114 340 110 227 81 102 1480 119 4689 738 994 1234 155 689 200 145 2592 926 270 1638 403 614 1005 3009 108 394 4600 1464 86 679 590 157 162 297 42815 60129 13715 159 1002 693 182 159 1068 622 79 621 1304 867 233 355 179 199 600 738 299 22026 459 1682 435 242 285 218 357 280 114 558 189 209 2794 241 108 1478 207 217 218 468 380 137 477 788 92 115 379 469 167 277 312 198 571 107 1618 185 378 186 101 105 497 257 96 248 160 269 210 1227 415 260 221 65 117 444 102 71
internal_value=0 0.00171847 -0.00336228 0.0022139 -0.000213112 -0.000331289 0.00270868 -0.000502604 0.00408564 -0.00608748 -0.000390338 -1.07318e-05 0.000908531 -9.06305e-05 0.00446724 0.000289932 -0.000760564 0.00395265 -0.00187372 0.000922088 0.00389784 0.010685 -0.00328438 -0.00200631 0.00380751 -0.00305534 -3.07596e-06 -0.00572967 0.0102297 -0.00497944 0.00765106 0.00331994 0.00329802 -0.000157667 0.000157697 -0.00209717 0.00708427 -0.00275822 0.00369614 0.00547911 0.000900512 0.00517584 0.0122504 0.00399884 0.00274139 0.00131805 0.00934271 0.0117223 0.00946725 0.00189026 0.0150469 0.00790106 0.0114723 0.00149739 -0.0033286 0.00271153 -0.00380113 0.00246279 0.00821696 0.00904648 0.000648727 0.00698058 -0.00169708 -0.00734796 0.00179363 0.00648242 0.0151909 0.00038769 0.012574 0.0159577 -0.00264601 -0.00551518 -0.00633485 0.00201363 -0.00317649 -0.0038082 0.00855219 0.0113418 0.00453025 0.012447 0.00262282 0.0053889 0.0186863 0.020167 -0.00124333 -0.0040677 0.0102186 -0.00464863 -0.00834189 -0.00738391 0.0101226 0.0130151 0.0213297 -0.0019862 0.00432709 0.0101127 0.00318729 0.0138461 -0.00333522 0.00688771 0.000716573 0.00619302 -0.0018507 -0.00617403 -0.00991964 0.0161939 -0.0116635 0.00930423 0.0115496 0.0140376 -0.0021085
internal_weight=0 2446.54 212.946 2233.6 10925.6 10667.9 562.311 10105.5 490.183 72.1284 9923.7 7908.52 1421.94 7847.81 811.66 1300.66 1016.06 284.602 2015.17 484.223 283.969 90.8073 200.254 797.788 118.49 679.298 321.255 358.043 62.6814 182.167 235.418 132.897 683.686 7805.04 6720.23 1084.82 121.279 1530.95 218.27 188.948 64.2223 266.429 56.5855 641.212 531.829 445.985 85.8441 78.9273 109.383 51.2712 58.1121 177.379 109.503 67.8758 1382.98 97.3868 1285.59 147.969 60.0641 60.7166 254.765 64.2778 190.487 69.1097 121.377 70.2183 30.4389 193.162 102.521 75.517 227.481 188.216 181.848 132.363 60.7931 55.8087 72.104 61.7608 257.78 40.8244 216.956 218.504 64.4881 24.51 116.992 93.5448 24.7298 51.1589 151.267 159.988 42.7635 57.0563 19.9579 33.839 28.2282 127.975 50.4086 77.5659 52.9224 99.9634 38.9513 26.7622 87.9052 42.4734 135.612 17.028 116.679 81.9458 68.7399 57.91 16.3144
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is_linear=0
shrinkage=0.0227381


Tree=259
num_leaves=112
num_cat=0
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split_gain=13.3457 13.4561 17.8909 14.933 14.1262 16.9695 20.9287 21.6724 12.2866 18.5261 16.6544 13.8152 11.858 11.43 10.8992 10.821 11.3738 11.7881 10.4323 11.6453 14.3775 16.1334 15.6406 15.5142 12.6087 13.2309 12.4475 11.4406 10.6995 10.561 10.0194 11.7068 14.1071 10.434 10.3003 9.9277 9.77032 9.6366 9.55455 9.32082 10.1648 9.20263 8.92046 10.1071 9.12031 8.85142 8.76807 10.9954 9.36224 8.58756 10.3996 8.38532 8.3587 7.92297 7.8971 7.85714 7.81402 7.75193 7.73065 8.48202 9.82645 9.7305 9.69615 7.76448 13.2768 14.8689 7.67723 7.56851 7.56511 7.51641 7.48246 7.3893 10.9448 7.17725 7.1768 6.8802 6.71066 7.10249 6.59902 6.5568 6.45105 10.862 6.27255 7.90242 7.59686 7.49667 6.23344 6.18273 6.10088 6.06345 6.05199 5.97756 5.9613 5.95444 5.8958 7.93988 6.12845 5.88341 5.80273 5.67881 5.65391 6.09237 5.46138 5.38345 5.35104 5.33279 5.29398 5.2924 5.10974 4.94504 4.90829
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decision_type=2 10 8 10 8 8 2 10 10 10 10 8 8 8 10 2 10 2 10 10 10 8 10 10 10 8 8 10 8 2 10 2 2 10 10 8 8 2 10 10 2 8 8 2 8 10 2 8 2 10 2 2 10 10 2 10 8 10 10 2 2 2 2 2 2 8 10 2 8 10 10 2 2 10 2 8 10 8 8 2 8 8 8 2 8 8 8 10 2 2 2 8 2 10 8 2 2 10 2 10 8 8 2 2 8 10 10 8 2 10 8
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Tree=262
num_leaves=112
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split_gain=15.685 15.4395 14.4491 15.0206 13.8353 15.5736 12.3792 14.6048 14.1867 12.0415 11.7228 11.523 11.0582 11.4396 10.8714 10.7675 13.129 11.6198 11.1071 12.3234 11.3226 11.3592 10.2333 10.1728 10.1437 10.0189 9.96681 11.1048 12.5964 12.3796 11.3277 11.9291 11.2421 9.88459 11.5782 10.9767 10.4389 10.0682 9.66603 9.66096 10.7773 9.51411 13.2184 12.2676 9.46697 11.7661 10.9012 10.7119 9.40963 9.36694 10.3072 9.29804 9.19971 8.75385 9.59047 8.50379 8.49574 8.23301 7.93854 8.78599 7.83031 7.76845 7.61767 7.93556 7.36444 7.33781 7.26148 8.18562 10.4915 8.32598 7.18118 7.15474 12.5281 9.51174 7.14758 7.13571 10.1924 10.5984 9.31022 8.97705 9.73392 8.97018 9.91157 8.46521 8.33879 8.10083 7.09208 6.89098 6.86468 9.79874 6.83995 6.75928 6.54629 6.84274 6.54367 6.30679 6.29411 6.94623 6.21372 6.20852 6.13415 6.07827 6.04675 9.6819 6.02409 5.97151 5.95371 5.89569 5.84611 5.8024 5.55179
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decision_type=10 2 10 10 10 2 8 8 2 10 2 8 2 8 8 10 2 10 2 10 10 2 8 2 2 2 10 10 10 10 10 2 2 8 8 10 2 8 10 2 10 2 2 2 2 2 8 10 10 8 2 2 2 2 8 10 2 8 2 10 10 2 8 10 8 10 8 2 10 2 2 2 8 8 2 2 10 10 10 8 10 2 10 2 2 10 2 2 2 2 2 8 2 10 2 8 2 2 2 8 2 2 2 2 8 2 8 10 2 2 10
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leaf_count=17956 288 362 136 378 282 1089 325 2041 227 1596 3354 496 5215 20591 243 159 381 121 372 1167 2610 192 24886 1446 248 2846 461 1436 1279 2889 16502 2943 823 164 713 204 651 4051 1592 694 453 2338 1421 611 299 81 973 80 608 237 144 828 587 246 292 654 623 11238 558 2529 207 583 152 331 146 263 6910 2209 221 5924 120 186 759 7768 219 4801 108 1142 157 831 647 77 163 989 319 451 1364 154 257 222 301 4307 313 129 259 1057 244 139 417 4685 119 258 343 134 297 846 272 120 329 456 63
internal_value=0 5.54407e-06 0.000656133 -0.00132588 0.00114131 0.000661498 0.000232764 0.00376309 -0.00153762 0.00680578 -0.00092601 -0.000155774 0.000154709 0.00134745 0.00636651 -0.000491105 -0.00128616 0.00522757 0.0010134 0.00256764 -0.00126936 0.0051063 -0.00105679 0.00280492 0.00980557 -0.0026368 -0.00162498 -0.0012528 0.000235134 -0.000569628 -0.00267929 0.00170489 -0.00363821 0.00427303 -0.00300414 0.00551002 0.00620125 0.0071993 -0.00861175 0.00319392 0.00428306 -0.000702209 -0.00375986 0.00320728 0.00353923 0.00835127 0.0118441 0.0148395 0.0123235 0.00206016 0.00500377 0.00628808 -0.00301475 -0.00471048 0.00438411 0.00252258 0.00289677 0.0048886 -0.00177045 0.000313968 0.0170092 0.00803752 -0.000624614 -0.000166717 -0.006466 0.000354143 0.000129767 0.000473337 -0.00199514 0.00183976 -0.00756949 0.0033947 0.0100657 0.00267246 -0.00350539 -0.0040275 -0.0020664 -0.00365303 0.00530887 0.00180734 0.00600701 -0.00636045 -0.00721201 -0.00664977 0.00906185 0.0121543 -0.00372958 0.0130532 0.00825412 0.0128485 0.00369795 -0.00646193 -0.00126654 0.00658434 0.00870309 -0.00676581 0.0130433 0.00655409 0.0162499 -0.00917091 -0.00699012 -0.00730645 0.00513209 0.0101334 -0.00626617 -0.000979307 -0.00489439 -0.00566444 -0.0105561 -0.00215653 -0.00391236
internal_weight=0 13153.9 7746.45 1520.42 6226.03 5197.09 4653.78 453.998 167.116 286.883 5407.5 4199.79 3939.54 1984.65 194.925 4636.06 3033.99 143.878 1602.06 952.485 649.578 110.564 1954.89 173.819 91.4524 539.014 2890.11 2693.84 1322.04 1173.77 1371.8 244.993 1126.81 543.308 77.1502 466.158 451.407 416.925 124.975 903.142 741.618 394.224 221.397 172.827 1028.94 168.648 122.259 99.8417 113.063 125.338 103.189 148.268 52.4253 260.243 39.937 860.288 842.196 709.518 161.524 143.768 91.3872 47.878 1395.44 1306.84 196.28 57.8609 1279.17 1236.76 439.262 797.497 144.79 807.19 67.9861 739.204 771.44 731.796 427.478 355.368 72.1095 118.743 79.5591 236.626 231.287 304.318 58.9218 51.7572 48.1197 43.6801 85.2037 51.613 63.154 220.306 46.3891 21.621 40.2873 88.6067 69.5868 48.7752 37.4922 138.419 35.0053 32.0994 39.6444 27.5656 39.1834 66.8839 34.4822 119.238 114.56 35.3318 58.669
internal_count=200977 199203 102653 19695 82958 70485 64068 7710 2971 4739 96550 56358 51188 25806 1774 82518 53472 1897 29046 17269 11777 1831 25382 3042 1189 9946 51575 44656 22952 20845 21704 4379 17325 6417 1075 5342 5138 4702 2513 16102 12643 7216 3759 3457 12473 2065 1542 1260 1697 1103 860 2107 708 5170 617 10408 9754 11932 3459 2901 1180 810 17182 15973 6919 2088 15642 15264 7131 8133 2730 9336 945 8391 14032 13336 7546 6511 1035 2917 1789 3594 3517 5790 878 770 1825 763 716 459 808 4553 523 210 507 1209 671 427 609 4831 418 711 696 477 1128 1068 436 2161 2377 785 909
is_linear=0
shrinkage=0.0227381


Tree=263
num_leaves=112
num_cat=0
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split_gain=13.6804 15.9952 15.216 13.028 16.5417 15.2147 15.8834 15.1063 13.6087 12.0987 11.0304 10.5489 10.9329 10.4369 15.141 17.6859 14.953 17.802 17.2569 12.3245 12.2412 11.7794 11.4356 14.0763 10.8231 10.3695 10.2035 11.2312 12.0881 9.91816 9.87853 13.5217 10.6009 9.85616 9.8304 9.74707 9.72754 9.67276 9.61732 9.51136 9.32554 9.21264 9.165 9.1427 9.25762 9.18747 9.15325 9.04512 11.3998 11.4413 9.02872 9.09605 9.92216 9.23111 9.02721 9.47916 8.94864 10.1871 8.72482 10.7462 9.36674 9.0899 8.93215 8.68574 8.67316 10.5647 10.4546 8.65715 10.353 8.60723 8.468 8.45522 8.37244 8.29986 8.27496 8.45457 8.26592 12.2041 10.5263 8.86046 8.25622 8.21713 9.02644 8.52754 8.1582 9.56542 7.83186 10.3679 7.82833 7.75984 7.70788 8.50939 7.86654 7.69754 7.84689 7.68588 11.9678 10.2464 7.43658 9.30308 7.3767 8.79731 10.0023 7.33458 8.76216 7.31289 7.91814 7.2508 7.57822 7.23824 7.21883
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decision_type=10 10 10 10 2 8 2 2 8 10 8 10 10 8 10 10 8 2 2 10 8 2 2 2 8 2 2 2 2 10 2 10 2 2 8 10 2 8 10 2 2 2 10 8 2 2 8 10 8 2 2 10 10 10 2 10 2 10 2 8 2 2 2 2 2 2 10 2 2 2 10 10 10 2 2 8 2 8 8 10 10 2 10 8 10 2 8 8 8 2 2 2 10 8 10 10 2 2 10 10 8 2 10 10 10 10 10 10 2 2 10
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is_linear=0
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Tree=266
num_leaves=112
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split_gain=13.2651 14.322 14.0401 13.416 12.9713 12.3459 14.6176 12.3003 12.238 12.0676 11.8885 12.8373 11.2335 11.9349 14.4508 13.2984 14.6388 11.2999 11.7199 10.719 10.5144 10.3828 10.3729 10.25 10.1699 10.1199 10.6269 10.005 15.1131 10.9441 10.8571 10.5935 16.2094 10.0125 9.9632 9.25176 9.30886 9.02976 9.09747 8.95804 8.94973 10.1878 8.86635 8.67727 9.20669 8.62143 8.60664 11.0797 10.0591 11.685 12.7218 11.1172 9.53802 10.0359 10.1992 9.03732 8.76946 8.59047 8.50558 8.08594 8.07507 7.95174 12.0161 10.3614 9.45185 10.0426 7.94092 7.9296 7.88667 7.80515 7.74189 7.67151 8.21686 7.85891 7.66172 7.38399 7.33557 7.24842 7.01852 6.85767 6.76015 7.98219 6.74858 6.73529 6.72478 6.64637 6.60101 6.53219 6.47172 6.36178 6.32229 9.13351 8.15066 7.79083 7.78203 6.88182 6.68762 6.14479 6.13023 6.09401 6.06329 5.8906 8.85999 5.83958 5.82659 5.78986 5.7356 5.65223 6.04897 5.52186 6.26944
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decision_type=8 10 10 10 2 2 10 10 8 2 2 2 10 8 2 10 2 2 10 2 8 2 2 10 10 10 2 10 10 2 10 10 8 10 2 10 10 10 8 10 2 10 8 2 10 2 8 8 2 10 2 2 8 10 8 2 10 10 2 8 2 2 2 10 2 10 8 2 10 10 2 8 10 10 2 8 2 10 8 2 2 2 8 8 10 2 2 2 10 2 2 2 10 2 2 8 2 2 8 8 2 8 10 2 8 8 8 2 8 10 2
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right_child=1 -3 4 7 -6 6 8 35 19 37 46 43 17 14 45 16 -18 20 66 -21 78 -23 -24 -25 34 26 -28 30 29 -31 40 33 -34 -35 -36 -37 -38 38 -40 -41 41 -43 69 44 97 -47 47 90 49 -51 51 -53 53 54 -56 87 88 100 -60 84 -62 62 63 -65 65 70 -68 -69 -70 -71 109 72 -74 -75 -76 -77 -78 -79 -80 -81 81 -83 -84 86 99 -87 -88 89 -90 -91 94 92 -94 96 -96 -97 -98 -99 -100 -101 -102 -103 104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_weight=11.267041901126502 145.08729600906372 90.335503578186035 8.0704112285748106 1236.8324722275138 20.606431236490607 493.22343418141827 54.979889747686684 54.70616826415062 109.78002170845866 100.52237467095256 8.6169672738760692 22.597470043227077 158.81723142229021 255.45907267928123 177.91400393843651 279.16996112652123 419.16216564178467 41.081110686063766 39.239761006087065 99.984504152089357 99.831364691257477 82.335969045758247 739.31405283883214 25.548194801434875 216.79892049729824 74.53438467066735 89.157123282551765 1782.4481940455735 15.364982975646852 36.728132702410221 10.57305436208844 888.94276468968019 497.12328048050404 559.60706037841737 68.224837228655815 22.523776339367032 11.051213612779973 43.241328121162951 104.21606375928968 703.1252272836864 136.57499850541353 53.543112959712744 82.675881270319223 5.6379540693014851 5.1627324894070652 95.089855819940567 6.2330322535708547 18.416761573404074 26.374291643500328 38.548949781339616 12.379484472796323 49.592280718963593 113.42812017351389 9.403753259219231 24.199327930808067 7.502170354127883 7.6097063440829542 15.190177462063732 10.611415538936852 4.8665526686236236 113.33067573048174 29.898985840380192 12.661165117286144 23.744701386429369 11.288931036368011 22.20241610519588 88.669357610866427 484.55914203915745 14.025162427686153 67.266677044332027 11.724428826943038 3.2597465794533553 4.956477688625454 10.091918604448436 142.93676324188709 23.293964952230453 11.588687648996709 331.32143134623766 23.939771145582199 17.076003845781088 38.673162595368922 10.690525936894117 51.259558109566569 36.909901866689324 7.1210770877078202 32.052548347041011 17.175459153950214 7.1173569643869987 17.396139336749911 52.241618155501783 50.150549264624715 23.689697930589318 342.27878665458411 36.414441358298063 8.403619743883608 15.147386167198418 34.833512707613409 18.034142335876822 176.16265065595508 15.401854782365261 7.3221869515255085 31.195676278322935 40.59651670511812 49.678863018751144 18.565136016346514 4.8452355265617362 35.361201776191592 60.656287935562432 4.7786620911210784 24.912155681289732 33.904457041062415
leaf_count=224 2520 1959 65 13375 216 4178 453 547 1490 950 190 394 2861 3376 2341 5235 8086 1046 528 1142 1409 547 11221 290 1358 927 1314 28645 135 317 237 15112 7166 8801 425 349 103 370 830 6603 2718 1261 1852 73 58 1145 189 380 408 1316 242 643 2626 88 681 122 110 218 132 160 943 320 208 299 261 306 1731 6277 235 2332 166 113 173 271 2677 436 139 6613 371 160 627 179 767 615 100 538 287 120 280 822 798 292 7795 485 131 276 543 403 4347 167 168 481 896 1187 245 63 529 1225 94 337 568
internal_value=0 0.000394343 0.000467402 0.000408823 0.0111886 -0.000112972 0.000964546 0.00155784 0.00260494 -0.000449373 -0.00176741 0.000884079 0.00132199 0.00183156 -0.000182089 0.00283914 0.00535903 -0.00190473 -0.00442043 0.00415743 0.00281084 0.00147911 0.00498379 0.0184513 -0.00125337 -9.68065e-05 0.00450292 -0.000856115 0.000236683 0.00667523 -0.00185888 -0.000297995 0.00211532 -0.00137411 0.00255324 0.00914327 0.0126124 0.00394224 0.00752981 -0.00217202 -0.00536732 -0.00176489 -0.00120227 0.00547913 0.0102549 0.00421033 -0.00314364 -0.00443004 -1.68664e-05 0.00269145 0.00510723 -0.00105874 2.88471e-05 -0.00189195 0.00439814 0.0106055 0.00986954 0.00709249 0.0156011 -0.0056693 0.0096608 -0.00157828 0.00513829 0.0127165 -0.00311759 -0.000251993 0.000850242 -0.00183227 0.0177481 -0.00637378 0.00506422 0.0113041 0.0169693 0.0231808 -0.000772984 -0.00799383 0.0140481 -0.00210152 0.00604567 -0.000762741 0.000807868 -0.00486293 0.0170126 -0.00459156 -0.00777797 0.00589495 0.00124262 0.0146121 -0.00016459 0.016881 -0.00606848 -0.0068748 -0.0076879 -0.00262231 0.00088905 0.00380654 0.0023738 -0.0017143 -0.00879584 0.00237788 0.0143942 -0.0085002 -0.00396719 -0.00928109 -0.00754462 -0.0040658 -0.00818597 -0.0109363 0.0030616 0.000809373 -0.00375806
internal_weight=0 11702.7 11612.4 11558.2 54.225 7953.87 3245.5 3604.29 1499.07 1746.43 1669.28 571.423 3505.4 3030.52 1013.02 2017.5 698.332 474.873 310.02 949.079 164.852 1319.17 849.094 33.6186 1481.37 549.993 163.692 4708.37 2256.18 165.424 2452.18 2090.76 642.211 1448.55 285.024 98.8926 76.3688 265.056 147.457 1196.35 376.854 190.118 2075.33 195.697 91.6831 273.004 1097.85 775.299 322.555 221.114 182.565 89.3294 210.603 186.062 72.6341 93.2354 48.4348 39.7371 65.3176 101.441 128.696 375.726 66.3049 36.4059 309.421 207.797 127.909 740.018 23.4289 149.943 92.7435 24.5412 18.3081 13.3517 1925.38 182.111 68.4862 386.301 123.771 117.598 104.014 49.3637 56.8975 115.053 92.8244 54.65 54.0854 66.8611 25.0058 59.359 564.696 506.142 472.578 130.299 58.5542 33.5641 71.248 23.1969 186.736 22.5229 22.5124 101.624 70.4287 60.9678 59.1617 17.2247 59.0509 70.3015 9.64521 70.541 45.6289
internal_count=201153 169522 167563 166992 571 117097 38034 49895 23160 14874 31631 9578 48764 40382 13139 27243 13321 8382 5556 13853 2826 13922 12711 355 12564 9307 2241 79063 34994 1395 44069 33599 9686 23913 1783 1131 782 2310 1200 10781 8563 3979 35506 3178 1440 3486 22053 15995 6058 4122 2806 1334 4766 4020 1394 1472 713 691 679 1936 1078 6400 827 507 5573 3727 2259 9653 323 4184 1377 746 557 384 31322 3297 979 7066 1780 1110 1738 806 840 2350 1746 932 902 1064 390 942 11229 10300 9644 1849 929 656 1028 461 4584 267 386 1846 1365 1448 1141 305 821 1479 254 1071 734
is_linear=0
shrinkage=0.0227381


Tree=267
num_leaves=112
num_cat=0
split_feature=224 199 40 122 150 215 203 53 145 122 212 38 38 161 176 144 202 182 126 226 126 136 228 126 165 176 152 228 180 202 209 144 145 41 48 5 215 205 41 228 229 15 207 150 195 19 179 121 40 55 202 150 162 45 216 205 217 170 66 19 207 195 206 221 175 221 134 165 217 18 152 186 44 228 185 176 123 134 66 122 161 170 17 15 58 161 229 219 41 228 218 207 180 89 219 135 134 193 231 202 142 216 205 138 180 182 209 204 122 217 221
split_gain=15.6275 13.8563 12.7712 12.1922 11.8268 11.4289 11.8993 11.313 15.8415 12.3313 11.6309 11.1215 18.389 12.1618 11.6433 11.0763 13.5649 13.3263 10.802 10.5936 14.7177 10.5497 11.7904 10.2498 10.0686 9.9575 9.80163 12.1475 18.8442 10.1836 10.8606 9.72344 12.8196 10.0188 12.8766 15.1704 13.3919 11.8651 11.5103 13.7836 11.3819 10.8434 12.7444 9.73487 9.60213 9.54233 9.47467 9.45345 10.6186 9.16042 9.05661 8.92414 9.52852 8.85007 8.63805 8.63146 8.56142 8.30661 8.27074 8.20115 8.81035 8.10858 8.10688 9.13978 8.88034 8.83 10.1724 8.05303 7.63826 10.8313 7.54619 8.46772 7.42151 7.27971 7.24412 7.20222 7.20061 7.23595 8.91075 7.11419 7.05778 6.99575 7.08701 8.88281 8.07897 8.00499 7.34036 8.01935 7.93131 7.41863 7.23409 7.02062 6.90707 6.90482 7.5014 7.02506 6.71753 6.68826 6.5537 8.74256 6.65214 6.48948 6.44508 6.35516 6.31063 6.23088 6.08242 6.99663 5.94848 5.87811 5.83104
threshold=0.0062982323579490193 180975.07779569895 0.72449116848457595 0.026815009145774515 -178.49999999999997 -0.00094192163669504214 0.13226895034313205 0.053450000000000004 457.78299079538937 0.028778343831596668 0.0010183848207816484 21.500000000000004 41.500000000000007 0.25576260193514527 21.500000000000004 -182.49999999999997 -0.053297361359000199 -2195.3541666666665 0.070622796403765148 0.0062183649279177198 0.16830621357412237 1.0452497215480079 -0.01230708649381995 0.13399345466097837 0.14459930313588851 7.5000000000000009 130500.74250000001 -0.0056139975786209098 22482.859500000002 -0.084902383387088762 0.02934487629681826 -22.499999999999996 397.52199799367901 0.67462168447595594 0.13570000000000002 117065.25000000001 0.027296897023916248 0.044160006567835815 0.4857523160054924 -0.0016009117825888095 0.020205796696245674 -9783.4999999999982 0.0099959727376699465 -449.49999999999994 5.9511904761904768 31.500000000000004 0.45496637086413982 0.13358205852078017 0.4737385050061742 0.11215000000000001 0.15477546304464343 -49.499999999999993 1.0421372262734592 0.75860000000000005 -0.0045650938991457215 0.038404347375035293 0.036420295014977462 3.9045454545454548 0.29795000000000005 12.500000000000002 0.024917070753872398 19.235624586913421 -0.041081031784415238 -0.0198111068457365 4.5000000000000009 -1.0000000180025095e-35 0.034964226674593125 0.17752100840336138 -0.022108345292508599 -2273.4999999999995 127765.66237500001 16045.852500000003 0.98385000000000011 0.0016944646486081185 2522.0220000000004 5.5000000000000009 0.72148479791288123 0.21257332118001968 0.050050000000000004 0.048592690169547953 0.29743607595800442 22.020833333333339 -6066.4999999999991 -12153.499999999998 0.98185000000000011 0.35421484362303374 -0.015732670202851292 -0.014212530106306074 0.25739488819266459 -0.0095997313037514669 -0.022386708296835419 -0.045597407966852181 7223.1885000000011 1.0000000180025095e-35 0.032939929515123374 0.25755415293614053 0.057373323290897775 9.5000000000000018 -0.015123505145311354 -0.027436926960945126 -422.98076923076917 0.0294362111017108 -0.028428461402654644 3.5000000000000004 15453.457500000002 -1264.9374999999998 -0.035985181108117097 0.03724848851561547 0.042858433276264589 0.01696811988949776 0.009808534290641548
decision_type=2 10 10 10 10 2 2 8 8 10 2 2 2 10 10 10 2 8 2 2 2 10 2 2 8 10 10 2 8 2 2 10 10 10 8 2 2 2 8 2 2 2 2 10 8 8 10 10 10 10 2 10 10 10 2 2 2 10 10 8 2 8 2 2 10 2 10 10 2 2 8 10 10 2 10 8 8 8 8 10 10 10 2 2 10 8 2 2 8 2 2 2 8 8 2 8 10 10 2 2 10 2 2 2 10 8 2 2 10 2 2
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is_linear=0
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Tree=270
num_leaves=112
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decision_type=2 2 8 10 8 8 8 2 2 10 2 10 2 2 10 2 10 10 8 8 10 2 10 2 2 10 2 10 10 10 10 10 2 10 10 8 10 10 2 8 10 10 8 8 10 10 2 2 10 10 2 2 8 10 10 2 2 2 2 8 10 2 10 8 10 8 8 8 8 2 2 2 10 8 2 10 2 10 2 2 2 10 10 8 8 10 2 8 2 2 2 2 2 2 2 2 10 2 8 10 10 2 10 10 10 2 8 8 10 10 8
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leaf_count=4910 419 1144 85 185 139 321 14218 2533 389 126 116 1262 2850 91321 15553 426 822 9131 536 4661 236 144 301 1539 1978 293 261 302 471 292 159 92 3075 420 127 359 654 233 108 162 1128 302 2812 400 159 353 256 392 122 167 273 93 246 892 884 311 1192 644 254 573 251 188 205 431 944 266 468 153 217 2984 1843 1136 310 314 363 235 193 123 101 82 232 253 121 231 261 278 116 468 1340 378 902 101 95 362 148 264 93 1236 1231 143 216 145 3562 1287 383 254 810 883 241 204 73
internal_value=0 0.00030656 -0.00236283 0.000511951 0.000600134 0.0134681 0.000553672 -0.00255371 0.00393539 0.0117033 -0.00317161 0.000744159 0.000852264 0.000637037 -0.00117762 0.0035275 0.00989576 0.00100734 0.00725286 0.00224113 -0.00427756 0.00572783 -0.00206922 0.000646537 -0.00323794 0.000992891 0.00400515 0.000765324 0.0100978 0.0133674 0.0186089 0.0129505 -0.00370324 -0.00162692 0.000805545 0.00958127 0.0161683 -0.00271886 -0.00439501 -0.000759473 -0.00127737 -0.00642443 -0.00581139 -0.000842299 -0.00714086 0.00796094 -0.00269929 -0.00769318 0.00659388 0.00994662 -0.00321106 -0.00453839 -0.00041119 -0.00452833 -0.00904211 0.00247795 -0.000371126 0.00267927 0.00727093 0.011243 -0.00648266 0.00343335 0.0137329 0.0168996 -0.00135039 0.00123574 0.0229072 0.00990388 0.00254585 -0.0040751 -0.00189853 0.000788138 -0.00627751 0.00978929 -0.00712621 -0.00870467 0.00169259 -0.00422659 0.0173623 0.0209488 -0.00640649 0.00133954 -0.00428679 -0.00559524 0.00377823 0.0078386 -0.00931669 -0.00526987 -0.00696645 -0.00614807 -0.00164296 0.00455361 -0.0106788 0.0112039 0.0167315 0.0201253 0.0176732 -0.0109171 -0.00622594 -0.0108231 -0.0129515 -0.00380237 -0.00769867 -0.0057112 -8.27945e-05 -0.00778846 -0.00632186 -0.00306733 0.00128055 -0.00231616 0.0261032
internal_weight=0 11876 842.032 11034 10897.5 30.2689 10867.2 621.534 115.452 50.1584 782.02 10245.7 10036.8 9299.29 1572.86 737.494 114.265 7726.42 60.0129 623.229 208.926 34.3754 1465.06 441.945 1023.11 219.978 220.378 150.192 70.1865 59.5123 43.3862 40.0507 757.107 441.17 295.298 52.3983 36.7367 221.567 803.137 228.876 140.041 174.551 574.261 124.178 450.083 39.2582 65.2939 42.8045 105.703 76.0766 190.978 177.205 100.092 69.3577 129.481 90.2927 79.8481 89.8797 53.7127 43.2042 315.937 26.4231 57.5822 46.7466 242.9 165 36.9029 37.8975 29.1389 506.082 303.515 192.474 111.04 24.9127 202.567 171.909 30.6578 36.167 37.6835 37.4871 77.8995 45.0702 114.275 109.833 25.2757 30.7342 77.1134 84.9196 79.9361 136.466 74.3017 35.8439 62.164 19.3125 34.3402 27.9302 13.913 72.6585 131.274 58.5472 54.8785 64.5243 436.719 296.24 82.27 213.97 145.872 102.474 60.8766 29.6265 13.3002
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is_linear=0
shrinkage=0.0227381


Tree=271
num_leaves=112
num_cat=0
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split_gain=13.4595 11.8611 16.1816 13.1371 11.5595 14.1882 14.2163 13.1073 11.5022 10.7605 10.6337 10.5891 12.9511 11.5966 10.34 13.0403 10.28 11.1147 10.2463 11.9898 9.54209 11.7082 9.35682 15.5146 9.74144 17.1742 13.6075 12.7439 10.8279 13.0473 9.84967 9.34795 9.31551 9.30091 9.30001 10.9426 13.3876 10.9636 10.6436 11.8786 9.27212 9.23896 9.1302 8.69918 8.6852 8.61358 10.3136 8.60202 8.55767 10.9593 23.3805 12.8078 10.3029 16.0901 10.4377 8.48326 8.43729 14.36 8.31653 9.10849 8.17608 8.48705 8.15591 8.03587 8.02634 8.01965 8.36964 7.99491 7.98689 7.96049 7.95276 7.89314 9.98291 11.253 10.4678 8.66388 7.95132 7.79232 7.76093 7.74989 8.74178 8.68499 7.72311 7.68327 7.67584 8.83241 10.4407 8.97008 8.36903 7.62454 9.85308 7.61577 7.57717 8.76935 7.53024 7.39181 7.14358 7.1682 7.11735 7.09768 7.0742 7.3217 7.05034 9.9552 6.99942 6.99155 8.89827 6.98296 6.95271 6.92766 6.92181
threshold=8.5000000000000018 -9783.4999999999982 -4256.4999999999991 16.337434478741994 -199.49999999999997 8146.3275000000012 0.4365693467215826 47.000000000000007 0.17358274659324821 325.50000000000006 0.17414825991515012 -0.019953203387558457 -16302.499999999998 0.077172234673980822 0.0045783268287777909 690106.50000000012 -14598.499999999998 0.48232122444204045 0.97883538633818601 27.019230769230774 0.28961155106189873 0.0038324134657159452 16564.783500000001 0.024949866347014907 0.185465354507549 2.2628336755646821 -0.0095501784235239012 -16608.499999999996 12571.630000000003 -381.49999999999994 0.25144212296621443 0.073550000000000018 12831.750000000002 0.97195000000000009 20.466403162055339 -0.038651449605822556 0.095117047817629863 3.5000000000000004 0.0082830539904534834 67498.875000000015 0.79420168067226904 -0.0051773460581898681 -0.019414595328271386 0.011044432874768974 1.9699939865300693 0.21896945899597009 0.0014267169171944263 0.30363577372150202 -21374.499999999996 0.017931312322616581 0.033100000000000004 31.500000000000004 3.5000000000000004 -0.01649726182222366 0.0070026263128966102 0.70303817362493015 0.028778343831596668 0.066750000000000018 0.010950000000000001 -509.94999999999993 12.741666666666669 0.0020714646670967345 -1836.4999999999998 24.500000000000004 0.80801456225661494 0.69193197111011651 -0.0038589159958064552 -0.031217042356729504 -0.0031478924211114641 0.86325762106398929 247387.50000000003 1.0000000180025095e-35 7158.4785000000011 0.0023781047202646737 -0.013623625505715607 -714.22499999999991 2.2639815527441463 -2158.4999999999995 1.0000000180025095e-35 0.097248301084790448 0.22585000000000002 -0.029048237949609753 -0.0041584470309317103 -0.0073680903296917668 0.0023200000000000004 30003.000000000004 0.0095357522368431109 1.5017111567419579 0.034766493365168578 -0.01672392804175615 0.049150000000000006 0.24802657483185683 0.0095357522368431109 -0.0034974826266989108 154.37749418746384 0.78988551942516139 35991.562500000007 -0.044229049235582345 -0.017842660658061501 0.066806136680613679 -0.023514297790825364 -0.020601786673068997 0.017138786613941196 0.023386565968394283 0.05995000000000001 28.216803760282023 5.3040700652862229 0.60209746138667308 0.29590304654557215 0.019097525626420978 0.19427956027341467
decision_type=8 2 2 8 8 10 8 8 10 8 8 2 2 8 2 10 2 10 8 10 10 2 10 2 10 2 2 2 10 10 10 8 10 10 10 2 8 2 2 10 10 2 2 2 2 8 2 8 2 2 10 8 2 2 2 10 8 10 10 10 8 2 8 10 10 10 2 2 2 8 2 2 8 2 2 8 2 10 2 8 8 2 2 2 2 10 2 2 2 2 10 10 2 2 8 10 10 2 2 10 2 2 2 2 10 10 2 8 10 2 8
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Tree=274
num_leaves=110
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split_gain=13.9117 18.5886 18.7906 11.7488 11.4175 16.6087 13.2134 12.4365 11.9804 14.0736 12.6224 12.196 11.8951 13.4311 13.149 11.6359 11.6035 11.5655 15.8787 11.3111 13.5758 11.4288 10.955 10.916 10.237 10.0715 10.0146 9.79751 9.77901 12.301 9.55692 9.43202 9.09503 9.26942 8.62195 8.53677 8.35499 7.90317 7.54757 11.2588 7.48846 8.59366 7.45955 7.34933 7.33108 7.23944 7.23061 7.06271 12.9329 8.89886 6.7089 6.6593 6.63383 6.50184 6.45376 6.44194 6.29508 6.92469 5.99855 5.91566 6.21928 5.57109 5.5529 5.46195 5.25055 5.17647 5.1347 5.08866 5.31857 5.03106 4.91519 5.33435 4.87182 4.81028 4.54672 4.46884 4.07535 3.95981 3.88552 4.9515 3.87631 3.81702 3.61498 3.45324 3.71082 3.2713 3.20312 3.26598 3.02744 2.76231 2.75339 2.71652 2.71536 2.66863 2.65638 2.53174 2.47327 2.46421 2.4238 2.3832 2.01816 1.96146 1.74649 1.62356 1.22998 1.04535 0.78423 0.468288 0.138124
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decision_type=10 10 8 10 2 10 10 10 10 2 8 2 8 2 2 8 8 8 10 10 10 8 2 10 10 10 2 2 10 10 10 2 10 2 10 10 2 2 10 2 2 2 10 2 10 10 8 10 8 8 8 10 2 2 10 10 2 10 8 8 8 10 2 10 10 2 8 2 8 10 2 10 2 8 8 2 2 10 8 10 10 2 8 10 8 10 8 2 2 10 2 2 10 10 10 8 2 2 8 2 8 10 10 2 2 2 8 2 2
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leaf_count=119 80 20371 128 127 17186 363 813 1216 1118 8944 8104 12578 437 915 3657 97 133 4866 2697 11909 4212 60866 2886 102 122 1636 9858 180 280 156 154 485 179 171 1941 121 266 351 265 1271 506 456 382 1103 94 252 94 58 200 58 177 86 155 797 131 153 146 4106 73 190 45 146 169 129 153 155 667 126 145 201 113 164 86 1178 77 137 145 93 120 115 106 59 80 120 128 95 82 285 156 58 143 102 85 57 240 82 133 474 127 187 2196 141 118 164 156 111 94 158 104
internal_value=0 0.00024457 0.0146129 0.000193627 0.000338558 -3.01552e-05 0.00161288 0.00195205 -0.000149763 -0.000368711 0.00101452 0.00246804 0.00279166 0.00483659 0.00750054 0.00732377 0.00135299 0.000765957 -0.00233572 -0.000956025 0.00112926 -0.00140124 0.00571431 -0.00299495 0.0109068 -0.000798328 -0.00066304 0.0270841 0.00597597 0.0130491 0.00231497 0.0169091 0.0138038 0.0187695 0.00168397 -0.00482301 0.00374396 -0.000137852 -0.00167048 0.00210457 -0.000123253 -0.00580818 0.00790624 0.00777122 -0.00543593 0.00455276 0.0331863 -0.00578228 -0.0016895 -0.00440985 0.00693011 0.0102335 -0.00308249 -0.00631996 0.005288 0.00184512 -0.0081141 -0.00946552 -0.0104336 -0.00617748 -0.00787983 -0.00923571 0.00124365 0.0144214 -0.00815567 0.00338865 -0.00320987 -0.00293135 -0.00799995 0.00522047 0.00376503 0.00929254 0.00325472 -0.00710579 -0.00959131 0.00323528 0.0157148 -0.00155396 -0.00441691 0.0028534 0.0130679 -0.00183676 0.0103956 -0.0106628 -0.0118264 0.00676971 0.00234132 -0.00412627 0.0121225 0.000837669 0.0107617 -0.01183 -0.0122468 -0.0126343 -0.00542882 -0.00567355 0.0101078 -0.00737502 -0.0133339 -0.00754369 -0.0141728 -0.00496062 0.00348121 -0.013221 -0.00428511 0.00722958 -0.0110244 -0.0109176 -0.00890346
internal_weight=0 13154.7 37.7908 13116.9 12554 9743.25 2810.73 2687.62 9595.6 8937.83 2662.03 1424.08 657.773 450.565 304.001 147.644 2349.35 2079.56 471.893 6275.8 1101.84 5173.97 269.796 562.931 109.011 146.565 1237.95 18.0561 338.272 71.1443 143.581 59.2168 90.9546 57.34 1607.66 419.35 267.127 140.248 207.208 116.955 128.493 57.0515 217.384 126.88 123.104 71.4419 13.7289 386.375 145.619 128.045 21.9998 39.2868 32.1551 90.2534 32.975 43.7304 240.757 210.289 199.621 168.145 143.637 79.3735 30.4678 30.5365 25.5754 17.8278 52.4118 38.633 25.6195 10.6679 24.3767 16.958 24.5082 106.045 125.809 33.6146 9.1776 19.7347 28.2379 15.6069 17.574 23.7974 10.8242 118.456 107.351 8.5687 14.6836 10.8127 6.00727 11.1042 15.4926 64.6899 32.6747 103.793 19.6436 11.2851 13.2231 15.2287 99.7859 12.8473 93.5697 11.77 3.93059 58.0403 8.75037 6.51332 11.2981 12.631 8.14083
internal_count=200782 196853 762 196091 185268 148278 36990 34615 146938 136842 39484 21522 10096 6645 4094 1340 30758 26690 7563 97358 16121 81237 4068 10823 972 2551 17962 354 3857 921 2511 765 850 534 19127 8312 2936 1567 3451 2389 2357 920 3268 1369 2375 1437 274 6919 1846 1613 377 623 814 1062 1393 783 5073 4438 4179 3929 3509 1592 635 381 659 590 800 368 242 259 379 266 420 1236 2919 316 276 408 487 235 233 1117 226 2874 2585 372 513 367 277 289 296 1079 541 2508 409 201 219 745 2451 280 2323 435 177 977 242 169 568 252 294
is_linear=0
shrinkage=0.0227381


Tree=275
num_leaves=112
num_cat=0
split_feature=159 19 22 153 71 136 55 62 153 67 215 93 123 7 188 191 40 122 177 145 157 93 7 165 30 203 15 145 39 38 183 212 39 126 40 11 208 229 141 141 223 212 7 183 138 207 152 176 86 123 185 128 219 1 19 15 207 191 220 220 215 188 143 143 231 120 40 179 215 208 141 232 72 231 69 184 205 205 208 63 136 136 39 231 40 179 6 222 124 203 207 42 225 126 209 153 53 152 74 27 93 199 154 233 39 162 219 162 152 141 185
split_gain=14.354 13.7849 11.3112 13.6963 13.2617 12.3043 13.0272 15.0649 10.8659 10.393 10.3165 16.0361 12.7701 13.6026 12.9091 11.2359 13.9458 13.2971 10.1879 9.83667 9.72775 9.20575 9.56278 8.75013 8.74479 9.12809 8.60039 14.1349 12.8397 10.1298 10.299 9.56379 11.8081 9.00971 10.1565 8.98955 9.64806 8.90728 8.42175 9.56015 8.42085 8.58785 9.34472 8.33619 8.20835 9.79746 8.17943 8.15294 8.10729 8.03349 7.89068 7.84049 7.47545 7.40475 12.8479 10.7588 11.6321 9.1626 8.78418 8.75861 15.6745 8.12836 9.94423 8.20843 13.6667 12.1929 11.3352 11.633 7.65399 8.31831 8.07041 10.0455 8.96203 7.49823 7.59985 7.96875 7.7458 7.46134 9.02566 7.06411 6.98095 6.90672 6.78325 6.67566 6.66966 6.66902 6.62809 10.3227 6.44886 6.573 6.4486 7.49425 6.43911 7.79743 6.33161 6.29709 6.29359 6.171 6.16091 6.01808 5.95793 5.86059 7.44433 7.25955 5.86013 5.61559 5.42495 5.18085 5.14546 4.91568 4.81116
threshold=8898.7500000000018 16.500000000000004 1.0000000180025095e-35 780635.25000000012 0.0067500000000000008 0.74362783352990702 0.0030500000000000002 0.051750000000000011 4321379.2500000009 0.0014500000000000001 0.0041156648658216008 -2561.4999999999995 0.79529133537745744 36461.250000000007 0.33409785932721719 7.5000000000000009 0.69939389175737465 0.028946258542917467 0.17752100840336138 952.76956797150126 12532.500000000002 -261.49999999999994 15540.750000000002 0.15075757575757578 5.5000000000000009 -0.0070329902227967969 -15220.499999999998 1034.9385810765732 0.20433072585364911 3.5000000000000004 -1018.4999999999999 0.0052365122828632602 0.71675926885947894 0.025643629740530038 0.51522794375248659 2.5000000000000004 -0.020438877865672108 0.011224027257412674 0.36268792885021262 0.27207147054385056 -0.015951481647789475 0.021852634847164158 18240.750000000004 -517.49999999999989 6.5000000000000009 -0.039368001744151108 28967.428125000006 9.5000000000000018 0.065850000000000006 0.7911327677945702 1220.4689320054947 69037.500000000015 0.014212973881512882 1.0000000180025095e-35 2.5000000000000004 -16908.499999999996 0.047084566205739982 12.500000000000002 -0.022579065524041649 -0.0033310768194496627 -0.019135791808366772 0.66724336793540961 -2658.4999999999995 -1443.4999999999998 -0.0065652998164296142 5.4999416672867509 0.65183503872235404 1.0398932607816012 -0.014593053143471478 -0.0060979556292295447 0.45833765626522066 -0.0028350608190521594 0.98335000000000006 0.0077954193111509093 0.019250000000000003 120221.25000000001 -0.0089433388784527761 -0.02991944923996925 -0.012751943897455929 0.43750000000000006 0.88963740553176562 0.39206428527650272 0.16884293245905732 0.01416257116943598 0.54830656583734716 0.67959660974788927 754965.00000000012 0.0074692703783512124 64.017796030116372 0.060151364654302604 -0.0036033170763403173 0.030800000000000004 -0.0052153570577502242 0.10547612811122389 -0.0038576959632337089 710526.91500000015 0.0089500000000000014 343782.37500000006 0.00095000000000000011 1.5000000000000002 -625.49999999999989 142435.78420673081 175508.41500000001 0.0094503993168473261 0.41511488797404378 0.70873130051286914 -0.022569685243070122 0.765767382587491 273126.06321428576 0.33284094724551233 1611.7340318553272
decision_type=10 8 2 10 8 8 10 8 10 8 2 10 10 10 10 8 10 8 8 10 10 10 10 10 2 2 2 10 10 2 8 2 8 2 10 2 2 2 2 2 2 2 10 8 2 2 10 10 10 8 10 10 2 2 10 2 2 8 2 2 2 8 8 8 2 2 10 10 2 2 2 2 10 2 8 8 2 2 2 10 10 8 8 2 10 8 2 2 2 2 2 8 2 2 2 10 10 10 10 10 10 10 8 2 10 8 2 10 10 2 10
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Tree=278
num_leaves=112
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split_gain=12.6768 12.7598 27.0538 14.2981 13.3797 14.186 12.7052 12.0258 12.6008 11.8711 11.786 13.2938 10.564 10.4138 14.2816 10.4839 11.8458 10.3715 10.2423 10.1355 12.5938 10.5916 10.0738 12.9203 10.8877 10.0078 9.98375 12.2083 13.575 11.5075 10.9576 9.90928 11.1127 9.77593 9.77324 9.95423 9.70079 13.6427 12.8459 14.5623 11.9365 9.81012 9.65546 9.72314 9.64692 10.1863 9.17882 9.4968 9.15541 9.08351 9.06182 8.89153 8.81455 8.73673 8.71573 8.68556 8.56825 8.51775 8.43364 9.2912 10.2267 8.49113 8.43351 8.25168 8.37937 9.4388 10.3235 8.21962 8.01702 8.00253 7.98708 8.89314 7.97776 7.95666 7.93875 7.93538 7.89786 8.26878 7.86553 7.76026 8.6802 8.11659 8.40277 7.75121 7.68964 7.57742 7.53779 7.47756 8.09946 7.39027 7.35494 7.33467 7.30494 7.28555 7.25808 7.23407 10.0595 8.56829 7.17675 7.14732 8.773 8.36109 7.04656 6.96583 6.93941 7.77608 6.98355 6.93045 6.92456 9.0987 6.84791
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decision_type=2 2 2 2 10 10 10 2 2 2 10 8 10 2 10 10 8 2 2 2 2 2 2 2 10 10 10 8 10 2 2 10 8 10 10 10 10 2 8 8 2 2 8 10 8 10 10 8 8 10 8 2 8 10 8 10 2 8 8 2 2 10 10 8 10 10 10 10 10 2 10 8 2 2 10 2 2 2 8 10 10 2 8 2 2 10 2 10 8 8 2 10 2 10 10 8 2 8 2 2 2 8 2 2 2 10 8 2 2 10 2
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leaf_count=622 171 679 478 1010 1207 194 1750 602 340 6500 478 1451 458 2910 91 324 86 1443 284 249 590 1418 682 20031 1686 344 932 6029 484 1168 168 395 2222 121 545 289 2592 9902 7896 2736 4494 23922 861 474 364 1129 1016 4181 1370 226 2010 140 248 867 106 440 11190 720 467 138 114 878 625 853 198 1398 305 5214 286 591 2792 11301 706 5217 228 264 366 306 128 471 689 1633 4148 493 332 526 288 385 603 1951 1135 301 2524 395 166 647 625 8278 638 573 379 247 107 1829 1473 593 619 80 107 724 413
internal_value=0 -0.000281354 -0.000927338 8.65222e-05 0.000701319 0.00025068 0.0014009 0.00442922 0.0125822 1.35076e-05 0.00243907 0.0015798 -0.00247863 0.000755286 0.00469139 0.0122279 0.0149337 -0.0007169 0.000353934 0.000774801 0.00316668 0.00454368 -0.000242849 0.000753133 0.000392046 0.00027128 -0.00312771 -0.00485974 -0.000251201 -0.0016012 0.00100044 0.00223977 -0.000331896 0.0114799 0.00803224 0.0118251 0.000122228 -0.000856066 0.00161502 0.00340384 0.00299268 -0.00173353 0.00320319 0.0042749 0.000888013 0.00137108 -0.000667737 -0.0026994 -0.00376027 0.00602851 0.000198738 -0.0037389 0.0182792 -0.0011029 0.0186223 0.00187036 -0.00226427 -0.00433857 0.00489436 0.00808553 0.012237 0.0147423 0.00792214 0.0026336 0.00438428 0.00647062 0.00305758 -0.00634813 -0.00287883 -0.00228928 0.00223441 0.00274412 -5.67906e-05 0.0053735 0.00122913 0.00502667 -0.00430974 0.00496462 -0.00329431 -0.00257187 0.00754866 -0.00330168 -0.00516868 -0.00360862 0.00195559 -0.00238874 0.0141198 -0.000141944 0.00734921 -0.00659295 -0.00404569 -0.00333146 -0.00522659 -0.00496897 0.00171599 -0.00567694 0.0011115 -0.00668165 -0.000748811 -0.000871127 0.00228784 -0.00443214 0.00773694 -0.00524819 -0.00219876 0.00178833 -0.00248313 -0.010812 0.00773832 0.0109354 0.00377166
internal_weight=0 10375.1 6260.25 4291.24 4114.84 3679.26 2972.25 435.581 69.2944 3586.45 1993.64 1618.56 882.601 3408.64 306.901 83.648 74.415 978.607 3101.74 697.909 391.786 353.585 2571.08 1726.04 1678.45 3459.7 1969.01 913.611 225.485 1055.4 478.105 187.154 155.822 47.5867 192.071 119.242 3417.62 2066.81 1350.81 813.338 379.873 1686.94 530.656 473.756 1463.95 1374.77 391.516 291.896 695.447 375.08 161.513 577.294 63.9603 537.473 20.0336 1294.82 845.049 280.698 355.046 188.257 107.134 93.7034 86.5893 366.286 288.579 220.914 154.44 688.125 791.079 306.123 1251.62 1162.14 125.702 425.69 72.8291 99.6196 434.818 36.565 54.5954 505.599 28.6032 476.995 337.772 282.932 81.1227 67.665 105.008 233.297 45.49 126.745 89.4805 173.878 270.577 570.357 125.09 530.41 68.2631 462.147 139.385 118.333 91.592 45.3556 47.7261 398.253 187.807 101.779 70.4779 71.6953 154.606 102.786 39.9474
internal_count=201062 160957 92745 61092 68212 62077 40105 6135 942 61398 23932 19921 15591 45501 3659 749 658 16173 41842 11559 5852 5262 34280 22122 21717 59253 31653 15645 1901 16008 7679 3075 2680 405 2896 1995 58909 40910 17999 10632 7086 33824 7562 6552 18612 17161 6122 4842 12516 4011 2366 8329 572 7367 332 16032 12158 4614 3679 1929 1130 1016 1557 5193 3986 3262 1864 13744 11476 5707 15592 14093 1559 5691 901 1280 8530 672 673 7081 1160 5921 4288 4674 799 724 1706 4264 988 2145 1499 1417 4443 11728 788 10920 1995 8925 1116 1919 1346 626 356 7858 3276 1803 1212 1248 1309 831 808
is_linear=0
shrinkage=0.0227381


Tree=279
num_leaves=112
num_cat=0
split_feature=12 12 126 208 65 15 134 180 195 127 165 219 224 219 26 29 57 122 122 208 232 59 223 136 53 202 131 131 187 211 227 26 70 185 134 144 138 211 150 133 93 210 26 195 42 157 142 134 144 171 18 127 93 179 150 128 179 214 206 136 22 15 120 185 209 223 191 186 38 151 18 181 152 179 50 206 181 212 223 86 169 41 210 141 145 126 212 185 190 131 19 202 209 60 190 224 231 221 120 219 18 224 133 143 224 132 14 150 135 221 44
split_gain=14.9413 14.4984 13.3301 13.2496 11.8516 12.1717 15.4359 11.7737 11.2636 12.3396 10.4759 10.4967 10.5382 12.516 10.4237 11.4031 12.9252 11.2754 13.6753 10.5842 10.4191 10.3692 10.2215 10.9975 10.8692 10.6522 11.3802 12.0107 10.25 10.158 12.118 10.3511 10.0606 9.92583 9.74318 9.37874 13.4698 10.5 9.86352 8.84669 9.73518 9.58189 11.0565 10.8271 9.73999 8.8836 8.82349 8.75097 8.70134 8.57836 8.56745 11.6319 8.92111 8.52626 8.52461 11.4193 8.46058 8.41419 8.40668 10.0756 8.34455 12.0198 9.20034 12.0327 10.3023 8.30811 8.24957 8.20057 9.09463 9.49795 9.02154 8.13309 13.3339 10.7014 9.90978 8.14795 8.08256 8.01021 7.85409 7.83542 7.92882 7.71316 8.11053 7.67483 7.68727 9.467 7.91176 7.4751 8.70592 7.43092 7.41489 7.86065 9.0126 8.68942 7.30681 7.27381 7.90031 9.17237 7.24498 7.19893 7.94125 7.19559 8.52047 6.96892 8.38485 8.32344 6.88642 6.80509 6.78668 6.95116 6.68213
threshold=1.0000000180025095e-35 1.5000000000000002 0.34349365846240371 0.057010747492313392 0.0074500000000000009 -12036.499999999998 0.30139298406972537 13136.370000000003 32.004854368932051 4117.8084700133795 0.267948717948718 -0.0011108583421446381 -0.0054480787366628638 0.015359953045845033 17.500000000000004 1.5000000000000002 0.063250000000000015 0.027623278172234551 0.029236213984060167 0.012824107427150013 0.014723371248692276 0.80075000000000018 0.010817817412316801 3.7170970433903503 0.10925000000000001 1.0000000180025095e-35 0.34742347813149405 0.52342026396934627 3.4801960784313732 0.0092428172938525694 0.0043998791370540866 8.5000000000000018 0.14495000000000002 -10248.842934782608 0.18377707546081878 -950.49999999999989 1.5000000000000002 -0.027558402158319947 -2164.4999999999995 0.34689641406003163 -1348.4999999999998 -0.031101290136575695 4.5000000000000009 12.006849315068495 0.11040000000000001 197203.50000000003 -594.70833333333314 0.010264228451265752 -380.49999999999994 190.50000000000003 -1638.4999999999998 18022.7366446778 -356.49999999999994 0.49999306646859659 -2154.4999999999995 59662.500000000007 0.90508337005656292 -0.025107626803219315 0.018206164240837101 0.59208701085864279 1.0000000180025095e-35 -12675.499999999998 4.0625086899787757 435.02250000000009 -0.021837542764842507 -0.013589944224804638 9.5000000000000018 10842.885 13.500000000000002 1311.5000000000002 -1349.4999999999998 171125.35714285719 164052.12500000003 0.94411047306984008 0.086650000000000019 -0.058851160109043114 106736.62500000001 -0.0047001184429973355 -0.021960827521979805 0.020250000000000001 0.020411296112731115 0.71436725086247044 -0.017060754820704457 0.047954410649130891 1369.7147200336778 0.073317425082709428 0.0082745938561856764 2036.8740681818188 14.500000000000002 0.24989058182604953 13.500000000000002 -0.064018767327070222 0.033674608916044242 0.00125 10.500000000000002 -0.0063838106580078593 1.0000000180025095e-35 -0.0018422747962176798 2.5592721624545978 0.0260907206684351 -2732.4999999999995 0.0020725262584164743 0.23421413693716064 -2868.4999999999995 0.031482825055718429 0.054905531469919451 0.015916500000000004 -2453.4999999999995 0.024790919445421569 0.0012726167915388944 0.98585000000000012
decision_type=2 2 2 2 8 2 8 10 10 2 8 2 2 2 2 2 8 10 8 2 2 10 2 10 10 2 10 10 8 2 2 2 8 10 8 8 2 2 10 8 10 2 2 8 8 10 10 10 8 10 2 2 10 10 8 10 8 2 2 10 2 2 2 10 2 2 10 10 2 10 2 8 10 10 8 2 10 2 2 8 10 10 2 2 8 2 2 10 8 10 10 2 2 8 8 2 2 2 2 2 2 2 8 8 2 10 2 10 8 2 10
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internal_count=200773 200481 200163 177181 16919 160262 159681 112152 47529 11951 547 28728 100201 23798 2915 97966 18801 13311 9036 5490 22982 8867 2422 6445 2197 4248 16372 3359 13013 14115 1023 462 8811 3134 13092 4427 4286 3278 8665 918 2549 861 1971 1599 1798 2235 3937 5677 1688 4930 1487 378 311 1211 7747 3292 4455 392 190 581 279 561 526 318 624 311 1008 3559 4202 1447 224 292 226 2755 260 302 276 264 372 287 810 180 725 241 360 272 491 167 384
is_linear=0
shrinkage=0.0227381


Tree=281
num_leaves=112
num_cat=0
split_feature=152 190 122 122 122 123 130 149 122 15 149 141 122 122 122 122 122 127 89 226 123 122 135 153 230 27 122 19 187 207 182 141 89 48 184 41 207 169 7 18 165 153 152 155 207 192 16 127 40 120 233 182 149 151 161 15 220 45 187 126 215 187 221 131 122 134 141 134 177 185 141 230 67 135 182 150 210 207 231 126 178 212 208 233 122 184 131 149 227 31 180 221 27 161 226 121 121 127 44 189 93 233 216 180 44 187 135 143 141 144 18
split_gain=11.6399 16.1315 11.8296 12.3075 23.7594 14.3026 14.5752 17.0535 13.7029 13.2752 14.1977 13.0188 12.2611 23.9472 15.7591 24.7227 23.5082 12.9744 11.7244 11.4274 15.4752 11.2787 14.9234 10.7607 12.9257 10.6783 10.2634 10.0928 9.9235 11.1698 9.95499 9.86335 9.77874 9.44787 9.18653 9.05302 8.95479 8.82653 8.81131 8.67869 11.5518 8.66602 8.54122 11.924 8.38916 8.26116 8.3441 8.23905 8.17383 7.97881 7.96888 7.81999 13.3836 11.3917 7.32926 7.25917 7.20227 7.12012 8.49617 6.96191 6.95727 6.75835 6.70152 6.56502 6.47083 6.45522 6.27445 6.25809 8.8857 6.98555 6.25256 6.2244 6.1899 6.14683 6.12288 10.7202 6.12093 6.05467 7.10277 9.54095 6.5087 6.01541 5.94102 8.22868 5.72802 8.66988 5.81133 5.66457 5.6043 5.55044 5.38831 5.25367 5.21904 5.73909 5.20154 7.09071 5.11369 5.04049 4.93121 4.85692 5.16685 4.72357 4.70353 4.7013 4.67871 4.53958 4.52353 4.52352 4.50104 6.07693 5.02309
threshold=33394.556250000009 31.500000000000004 0.026815009145774515 0.097402690123269145 0.078947903186499968 0.86325936951643223 0.42520963353328867 199.51666666666668 0.10573591189219382 -12094.499999999998 406.25833333333338 0.0010205535152455214 0.069599762236841153 0.067639387869651277 0.055831576510679812 0.057864848710455587 0.054240270875981635 15585.17040315695 3.5000000000000004 0.0047664386220276364 0.93807989055959951 0.07972526194324521 0.29589731693754917 304348.56750000006 0.01753993891179562 3.5000000000000004 0.068129988230577102 13.500000000000002 6.3681185722928015 -0.018752119503915306 -334.63768115942025 0.051912875597360013 1.0000000180025095e-35 0.19605000000000003 32349.375000000004 0.14509547980217227 -0.013660001568496226 0.090912151573916286 26903.250000000004 -4132.4999999999991 0.33771929824561409 733513.50000000012 450000.75000000006 133462.71308823532 -0.050489300861954682 0.099668874172185437 -658.49999999999989 4044.9306860017205 0.61994799365365816 3.1088943265038904 -0.00671146111562848 -486.77499999999992 218.19090909090912 860.50000000000011 0.29499276243925499 -19982.499999999996 -0.0087135802023112757 0.64300000000000013 2.1744565217391307 0.16356276501433151 0.0011393764871172609 14.788170163170165 0.021469477564096454 0.2445184392283665 0.080179620666192539 0.042886052303711973 0.13605912245546256 0.040579873399003312 0.78019323671497598 660.50139705882373 0.24074271079590229 0.017945839092135433 0.072250000000000023 0.08127028552124084 -505.38749999999993 -23.499999999999996 0.0032698629656806593 -0.040623430162668221 0.0083178561180830019 0.086150516079135375 0.16904761904761909 -0.014454491902142761 0.025674038566648964 -0.0023920664098113771 0.060428111851056621 108538.87500000001 0.51183006250766705 -607.81176470588218 -0.0041820954065769902 10.500000000000002 21639.630000000005 0.025423141196370128 3.5000000000000004 0.65364957231680609 0.0085724769160151499 0.12183260008180861 0.19831460260420827 2215.2397830615932 0.97545000000000004 0.20699857172005717 -1741.4999999999998 -0.017103029415011402 -0.0043576250318437806 13562.291250000002 0.98785000000000012 13.125657894736845 0.31436630588310405 -1034.4999999999998 0.072144782853710857 -120.49999999999999 -3390.4999999999995
decision_type=8 10 10 10 10 10 8 10 10 2 8 2 10 10 10 10 10 2 10 2 10 10 8 8 2 10 10 10 8 2 8 2 10 8 8 8 2 8 10 2 10 8 8 10 2 8 2 2 10 2 2 10 8 8 10 2 2 10 8 2 2 10 2 10 10 10 2 10 8 10 2 2 10 8 10 10 2 2 2 2 8 2 2 2 10 8 8 8 2 2 10 2 10 10 2 10 10 2 8 8 10 2 2 8 8 10 8 10 2 8 2
left_child=1 25 35 4 11 9 39 21 44 10 67 54 13 14 16 -16 -13 42 26 23 32 22 -8 24 74 28 -15 72 29 96 81 -9 37 91 102 -2 62 -21 97 40 70 89 43 -14 61 108 98 -39 -23 56 -40 52 -41 -53 94 -44 88 58 -48 66 -33 104 64 -27 -11 77 -58 68 -6 -69 -7 99 -12 -43 76 -76 -10 -3 79 -79 -81 -31 83 103 85 106 -87 -38 -36 -19 -89 -25 93 -34 95 -4 -1 -35 -47 -37 -101 -102 -30 -22 -5 -100 -51 -86 109 -46 -111
right_child=2 65 3 8 5 6 7 31 19 36 27 12 17 18 15 -17 -18 41 -20 20 82 48 -24 33 -26 63 -28 -29 34 30 -32 60 92 38 49 71 87 47 50 51 -42 73 55 -45 45 46 57 -49 -50 84 -52 53 -54 -55 -56 -57 59 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 69 -70 -71 -72 -73 -74 -75 75 -77 -78 78 -80 80 -82 -83 -84 -85 107 86 -88 90 -90 -91 -92 -93 -94 -95 -96 -97 -98 -99 105 100 101 -103 -104 -105 -106 -107 -108 -109 -110 110 -112
leaf_value=-0.0044459681011051839 0.0087155782977262879 0.0091331494091027223 -0.0020971802907861943 0.0059825646345765772 -0.0090023648380421085 0.013469801312380177 -0.00020650430487569138 -0.0023832336993676591 0.0094315884792220573 0.011358024956720648 0.014277896477332032 -4.8879030573018886e-05 -0.0047080656669823348 0.011893321999730113 -0.0084420676298001436 -0.00084213286874133906 0.0046640804365898859 0.0061935519496947328 -0.0044813971826326189 -0.0069731747367767502 0.0091859456558699166 -0.0049069730561857403 0.017520205518417872 -0.013633799432980841 0.01860819417395455 -0.013590943519757604 -0.00022464885443108988 -0.0056265060428623351 0.0021791345098042358 0.0043938104400665663 0.0018968771109762752 0.010690535642011136 -0.013674944344624152 0.0041325508274496301 -0.0048094079621918834 -0.013156990568269642 0.0041417679552252255 -0.0004996893512586966 0.012935928050444865 0.013714298304287317 -0.010680482186830606 -0.0043365207678412853 0.001819388324803717 0.0064032196861722882 -0.0081048446375887821 0.0078805807526834432 -0.0068401366022584724 0.017641209287243859 0.0070792272530514812 -0.0083033551911272374 -0.0015903098582234047 -0.0087534652881458772 0.0011587445610372253 0.0043092749400180869 -0.0021442893192344511 -0.011218910490161197 0.0030956308371614676 -0.0058730398093201361 0.020138229688187802 0.0071670590605562726 0.029486204987638664 0.014517287743837714 -0.008123467391567947 0.0035836448486772491 -0.003807926051971125 -0.0090666077890675205 -0.012568320624991778 0.0091537828960050419 0.0056192446968104468 -0.0053083094150336218 -0.0034932394334656375 0.0047482115030855806 -0.00077018421309342684 0.012799800387475864 -0.011959361057945888 0.0076210493018664931 -0.0032618428712999103 -0.0057815606927810225 -0.012341253674273004 0.016118093112014235 -0.0040291593681814359 0.030496842053146501 -0.0010534403652716013 0.021770790145179568 0.00075571908922240536 0.014065057101413828 -0.0041551761242027583 -0.010233565756725502 0.010522418466076886 -0.008555410386840611 0.0044875531350565996 0.0027844988309492524 0.00576650360368316 0.0056324762745704072 -0.00020973079741113407 0.022823199328311523 0.010623668224953364 -0.0090018120987368049 -0.013718629371859151 0.0096608057297169151 0.005803299668607347 -0.0083958223220926501 0.020460610106151463 -0.0069816251264497439 -0.0092269038633031614 0.0055588271221505524 0.0041604681945745861 0.019875987545546404 -0.01073509647363524 -0.0044273241833495932 0.016249663726834219
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leaf_count=145 93 209 96 234 556 116 476 139 609 207 594 124063 4282 1143 5709 14677 5643 135 289 333 188 1241 770 1184 169 101 581 108 125 122 103 515 647 227 157 1863 167 368 270 599 302 58 463 600 671 86 86 284 1304 237 677 281 593 618 160 1670 165 215 359 171 419 204 99 252 122 762 566 498 263 218 139 331 160 601 546 149 433 479 251 259 86 229 203 430 118 352 228 905 300 352 88 133 111 48 143 307 84 1026 636 93 151 1284 152 134 323 82 295 130 7072 159 137
internal_value=0 0.00351616 1.79014e-05 9.8189e-05 0.000287865 0.00342674 0.00554028 0.0095186 -0.00254943 0.000318163 0.00366927 -4.31959e-05 -0.000103759 7.76777e-05 -9.5358e-05 -0.00229625 0.00027965 -0.00338413 0.0071605 -0.000319219 0.00438247 0.00563183 0.0108941 -0.00260451 0.00259051 0.00607522 0.00919543 0.00943537 0.00730916 0.014073 0.0202388 0.0184479 -0.00104606 -0.00544147 0.00478115 -0.00591893 -0.004 0.00479796 -0.00204915 0.00263581 -0.00399437 0.00410491 -0.00494695 -0.00261677 -0.0063087 -0.00764329 0.000350485 0.00974361 0.000263951 0.00280866 0.00350654 0.00427382 0.00745644 0.000339397 0.0103289 -0.00920694 -0.00157482 0.00837778 0.0144402 -0.00579348 0.0212099 0.00346762 0.00269523 -0.00540538 0.00648112 -0.00274722 -0.00886928 -0.00104981 -0.00478115 0.00426326 0.00574477 -0.00756082 0.0119833 0.00960935 -0.000439326 -0.00592025 0.00395823 0.000626367 -0.00254536 0.0016177 0.0104134 0.0257264 0.012453 0.0154233 0.00689851 0.00327452 0.0103155 -0.00721145 0.00550195 -0.00343764 -0.00882615 -0.0116518 -0.00803964 -0.0108427 0.0148596 0.018632 0.00243824 -0.00674862 -0.00727104 -0.0090211 -0.00405783 -0.00607724 0.0148967 0.00291446 -0.00298899 -0.0105937 -0.00321208 0.0148028 -0.00953995 -0.000702054 0.00875217
internal_weight=0 502.794 12812.4 12649.8 11811.3 1119.22 662.239 271.194 838.498 456.986 258.033 10692.1 10638.5 10088.9 9856.54 1428.53 8428 549.619 232.316 532.135 171.468 198.718 95.8755 360.667 127.654 357.137 199.289 112.266 325.298 77.819 46.7071 72.476 106.988 233.013 247.479 162.614 198.953 59.7543 158.093 391.045 75.0186 92.4771 457.142 304.477 306.362 271.214 53.3536 43.1193 102.842 216.29 73.4465 316.027 170.449 145.578 53.6057 152.665 106.949 25.5699 17.8588 67.9827 63.8534 35.1477 64.9419 31.8385 50.6615 145.658 57.1376 145.767 86.1361 59.6308 31.0297 149.948 97.5262 52.0999 114.381 49.5934 64.7873 100.012 77.2391 59.2411 25.4664 33.2863 64.4805 51.8563 109.341 83.3076 37.5134 134.011 38.9664 40.3772 119.001 74.9203 47.2335 40.7966 38.1159 28.8589 31.1119 84.6464 27.7838 136.099 69.6055 64.8495 31.1887 21.6799 26.1436 24.9084 45.7942 26.0335 217.861 27.5783 11.4224
internal_count=200795 6078 194717 190902 172469 11497 7512 4864 18433 3985 2397 160972 160266 152105 150092 20386 129706 8161 2013 8169 2746 3791 1246 5423 1906 4032 1724 862 3679 683 454 1073 1791 3517 2996 3815 1588 985 2200 2648 557 1146 7015 4882 10264 9503 1464 652 2545 2719 947 2091 1192 899 706 2133 1359 660 445 902 934 761 428 353 329 2046 731 1535 819 716 255 3722 754 659 1737 695 1042 1284 1075 824 345 351 955 752 1360 1112 580 1160 457 487 993 1317 806 695 546 403 229 1253 804 3391 1528 1435 277 322 557 718 532 248 8039 967 296
is_linear=0
shrinkage=0.0227381


Tree=282
num_leaves=112
num_cat=0
split_feature=90 202 207 69 213 137 126 141 14 190 181 224 187 177 76 43 216 74 16 215 223 141 155 65 58 137 183 137 65 39 65 152 179 38 31 224 215 40 232 203 38 174 191 203 187 226 217 26 223 176 142 165 194 153 210 38 214 123 222 141 170 220 210 130 22 190 128 57 31 153 39 212 154 122 127 214 186 136 121 196 222 215 215 14 228 16 176 196 19 57 123 191 183 7 6 128 221 152 18 15 204 65 183 226 18 44 58 46 187 141 231
split_gain=13.9015 14.3274 11.331 13.6928 12.4089 13.9491 16.2935 12.3815 13.6336 11.9513 15.7702 14.3533 12.7587 10.9181 10.8006 13.291 15.0831 12.6107 10.9143 10.3371 12.8569 10.301 10.0958 9.97253 12.7465 9.80027 9.5965 11.4442 11.3885 9.10479 9.01868 8.85347 8.70477 8.4976 8.94432 8.3554 8.31905 11.0421 8.03833 9.57238 8.79329 8.02641 11.2716 11.0028 9.9405 9.34873 12.9794 9.12043 14.2665 9.40175 9.10126 8.71488 8.84791 12.2756 11.1302 9.08023 8.22281 8.17013 8.05277 7.99192 8.73743 8.71062 7.87434 7.8734 7.87418 7.85505 9.82204 7.84806 7.81535 7.75542 7.55532 10.2636 8.30568 7.5523 7.81151 7.44995 7.41152 7.95135 7.40792 7.92455 7.28353 7.63444 9.2273 7.25126 9.87926 8.36466 7.24291 7.21637 7.13169 6.97361 6.93117 6.85972 8.56829 6.77311 7.07951 6.73392 6.6963 6.68909 6.68634 10.1468 7.33121 7.20211 6.73173 7.30361 6.66041 6.61772 6.57411 7.78515 6.45679 6.32149 6.2234
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decision_type=10 2 2 10 2 2 2 2 2 10 8 2 8 8 8 10 2 8 2 2 2 2 10 10 10 2 10 2 10 8 10 8 8 2 2 2 2 10 2 2 2 10 10 2 10 2 2 2 2 10 8 10 10 10 2 2 2 8 2 2 10 2 2 10 2 8 10 10 2 10 8 2 10 10 2 2 10 10 10 10 2 2 2 2 2 2 10 10 10 8 10 8 8 10 2 10 2 8 2 2 2 10 10 2 2 10 10 8 10 2 2
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Tree=286
num_leaves=112
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decision_type=8 2 2 2 8 10 8 2 8 10 10 10 10 2 10 2 2 10 8 10 10 2 8 10 10 2 10 10 2 10 10 10 10 2 2 2 2 2 2 2 2 8 8 2 10 10 2 10 8 2 10 10 10 10 10 8 2 10 2 2 8 2 2 8 2 8 10 10 10 2 2 10 2 10 2 10 10 2 10 2 2 10 8 2 8 2 2 8 2 8 10 8 2 2 10 10 2 8 10 10 2 2 10 2 8 2 10 8 10 8 10
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leaf_count=311 666 204 137 138 193 288 279 5946 69870 1142 1934 755 244 731 2464 601 4018 358 399 440 689 174 9424 357 231 1711 432 148 4057 581 351 133 217 958 4548 201 6020 2571 635 137 368 767 304 1847 1635 330 1330 1685 441 178 747 105 2765 656 1816 101 394 331 548 2183 461 1619 752 487 723 96 918 1130 130 388 311 591 194 5356 750 147 1645 1492 148 299 170 10197 464 105 146 92 405 490 92 173 913 187 7445 3207 6131 3298 320 581 202 100 128 270 107 298 318 3021 104 311 66 437 75
internal_value=0 0.00260039 0.00092205 0.00713675 0.00396355 -5.11115e-05 -9.74623e-05 -0.000489975 -3.77093e-05 0.00236609 0.00369815 0.00165028 0.0133886 0.00102989 0.00296348 0.000145538 0.00120895 -0.000403289 -0.00239399 -0.000606216 0.00193185 0.00109326 0.00200779 -0.00225778 0.00402019 0.000298437 0.00391073 0.00076861 0.00577035 0.00829407 -0.002669 0.00699309 0.0116065 -0.00233226 -0.00344695 0.00501858 -0.00210139 -0.00499799 -0.00127753 -0.00180302 0.00516345 -0.00634599 3.55004e-05 -0.00448892 0.00661413 0.0131976 0.0051106 -9.60703e-05 0.00667871 -5.41454e-06 0.0100162 0.00858063 -0.00113745 0.00195484 -0.00592288 0.0099047 0.0110443 0.0154456 0.00140069 1.95712e-05 0.00524556 -0.00541714 -0.000290066 -0.00242255 0.00391064 0.00216389 -0.00439481 -0.000772171 0.0110562 -0.0038772 -0.000648895 -0.00593386 0.00464255 -0.00742128 -0.00510971 -0.00557275 -0.00451775 -0.000448151 0.0104227 0.00861646 0.00601413 -0.00127296 0.00593809 0.0142983 0.000489425 0.00812836 0.000184834 0.00706896 0.00836671 0.000158349 0.0105797 0.0116673 -0.00096608 -0.0033909 0.000200297 -0.00824114 -0.00476355 -0.00871775 0.0103941 0.00768538 -0.0043683 0.00433981 -0.0079796 0.00920741 0.0140466 -0.0100248 0.0123265 0.00129851 -0.00956733 0.00936951 0.0123597
internal_weight=0 904.335 667.664 236.671 344.149 12408.8 12359 9170.8 7167.85 939.999 745.149 523.551 46.1608 3188.15 994.189 2193.96 1523.93 6227.85 1117.89 708.965 1338.96 1146.92 990.203 670.031 103.444 477.39 881.204 332.146 549.057 221.599 194.85 36.0595 145.704 323.515 566.587 53.3322 2002.95 433.886 1569.07 1456.44 112.631 217.768 5109.96 156.719 513.956 83.119 430.837 5024.45 192.038 66.8132 125.225 221.009 277.999 171.964 106.036 202.687 191.376 100.665 75.8949 4960.26 90.711 408.928 117.691 295.324 71.561 136.7 513.255 197.762 35.2029 184.972 130.62 64.8279 65.7916 291.237 158.79 186.815 223.763 118.48 63.8902 70.2886 88.5943 679.746 280.213 23.9088 89.5779 76.9423 76.3486 85.5088 190.635 42.4385 148.197 29.219 1238.67 396.979 841.69 186.636 48.1058 105.283 37.5736 33.9951 63.9358 31.1326 64.1842 69.7401 50.0099 138.562 131.154 56.3835 82.4419 54.147 45.1923
internal_count=200714 6887 5061 1826 2624 193827 193539 148967 108835 14888 11936 8656 999 44572 16876 27696 19603 93947 19308 11223 17518 15463 13442 8093 887 7657 14412 6329 8083 3280 2952 589 2151 2437 7206 610 40132 11388 28744 27275 1469 4472 74639 2021 7352 1965 5387 73845 2055 867 1188 1622 5669 3421 2248 1484 1383 725 1129 72053 658 8085 2371 7701 1412 1021 6596 2048 409 2085 1484 902 582 5714 2363 1416 6289 3137 834 656 605 10596 2185 456 710 553 1155 794 1475 366 1109 627 22803 9227 13576 4065 416 3152 689 246 439 407 1792 468 686 3687 1017 458 1208 660 512
is_linear=0
shrinkage=0.0227381


Tree=287
num_leaves=112
num_cat=0
split_feature=166 180 134 7 190 120 209 15 12 190 209 135 162 8 12 181 125 45 187 229 95 142 19 187 181 187 126 219 122 218 198 178 74 19 137 225 175 68 202 205 142 122 229 216 13 209 169 143 67 41 191 152 207 223 218 130 151 209 51 5 168 225 123 209 221 14 126 230 135 212 221 212 198 6 45 233 58 49 162 195 153 132 132 125 229 218 188 216 152 150 216 169 214 218 214 181 202 65 161 12 7 152 14 131 141 211 191 218 48 218 7
split_gain=11.4628 11.296 14.2728 13.2908 12.1095 16.037 11.7751 11.7226 14.3643 11.8591 15.5812 11.744 11.6549 11.8257 11.6015 11.4041 11.3199 10.9425 9.9596 9.84191 9.41021 9.23801 8.87827 12.3122 9.82108 9.78076 8.92212 8.86489 9.36839 8.7386 8.99858 8.69505 8.59901 8.57466 11.7809 8.56786 9.02067 8.29099 8.21669 8.17019 8.13942 7.72121 7.71992 7.58345 7.55538 8.42399 9.33829 8.2285 7.31389 7.71107 7.67244 7.15444 7.56506 12.4853 10.7408 7.01721 7.00277 6.82913 9.08273 7.36488 6.70291 6.67908 6.65057 6.582 6.53405 6.49932 6.49893 7.27856 6.34884 6.25571 8.08934 8.06156 6.16285 6.5418 6.11852 6.05935 5.94798 7.12791 6.90107 6.77833 5.86115 5.8015 5.75954 5.72808 5.67544 5.47752 5.41642 5.39164 5.37953 5.36132 5.34769 5.25644 5.1309 5.03569 5.02816 4.93719 4.86532 4.85987 4.82616 5.11127 4.79592 4.77791 4.68922 4.18681 4.18681 4.09171 4.05387 3.76215 3.6506 3.59817 3.58132
threshold=11.500000000000002 24236.505000000001 0.45472227587575031 16467.750000000004 56.500000000000007 2.3959937142140793 -0.051103178411722176 -9783.4999999999982 1.5000000000000002 21.500000000000004 0.0060345251113176354 0.31808234397279428 1.0173281001651706 404853.75000000006 1.0000000180025095e-35 96192.375000000015 14.900752908966462 0.68380000000000007 5.2052426739926752 -0.018156507052481171 1.0000000180025095e-35 -89.09999999999998 8.5000000000000018 23.072077922077927 281554.37500000006 14.788170163170165 0.32253689179583467 -0.0061124751809984437 0.032411452485920159 -0.00019301323482068253 0.06907032330214119 0.24621212121212124 0.083350000000000021 18.500000000000004 1.0000000180025095e-35 -0.0053682487923651925 1.5000000000000002 0.0097500000000000017 -0.068041991442441926 0.024643940851092342 -1533.9499999999998 0.042361393581461855 -0.0019764464814215894 0.023809316568076614 2.5000000000000004 0.012430035043507816 0.1368504445903827 -939.49999999999989 0.090750000000000011 0.64385250953411433 29.500000000000004 1381386.7500000002 0.00391674553975463 0.0029448129935190086 -0.014698788523674009 0.27872219500799839 1575.5000000000002 0.02648220676928759 0.012950000000000001 81186.750000000015 1.5000000000000002 0.00057007736177183699 0.79113618324395796 0.051053093746304519 0.0093548004515469092 0.011311499999999952 0.051741989543505125 0.00042901370034087455 0.15532462315347409 0.037054833024740226 -0.01949069648981094 -0.027934534475207325 0.12911779917344235 247518.00000000003 0.7178000000000001 -0.0069892820902168742 0.97545000000000004 0.16565000000000002 0.96785687796446962 6.8580586080586086 1406725.6725000001 0.031119665200477552 0.105549048225444 6.4599589322381936 0.012400497216731312 0.018385996110737327 0.42894540014958865 0.023809316568076614 40939.312500000007 -178.49999999999997 -0.027354101650416848 0.029435212935212937 0.01598939020186663 0.021058278158307079 0.059664441272616393 75166.67045454547 -0.024910456500947472 0.078150000000000011 0.49996082617070586 1.0000000180025095e-35 9983.2500000000018 201450.78093750004 0.018717500000000001 0.65997973912557162 0.22447852536467069 0.021180331707000736 103.50000000000001 0.020332591608166698 0.046400000000000004 0.006721154088154436 20598.750000000004
decision_type=10 10 10 10 10 2 2 2 2 10 2 10 10 10 2 8 2 8 8 2 2 10 10 8 8 10 2 2 10 2 8 8 8 8 2 2 8 10 2 2 8 10 2 2 2 2 8 8 10 10 10 10 2 2 2 10 10 2 8 2 8 2 10 2 2 2 2 2 8 2 2 2 10 2 10 2 8 8 8 10 8 8 10 2 2 2 8 2 8 10 2 10 2 2 2 8 2 8 10 2 10 8 2 10 2 2 10 2 10 2 8
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Tree=290
num_leaves=96
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leaf_count=1208 114 97 95 2108 108 2092 7339 84 131 461 834 218 258 1588 33951 269 2761 37323 17065 798 381 93 88 92 258 771 1294 35239 6937 1498 478 366 7470 1270 221 79 197 98 127 82 129 155 11739 1112 105 6331 4057 109 246 428 920 394 88 85 84 129 376 138 211 155 86 102 70 724 160 131 45 103 2059 125 137 250 173 185 136 150 95 205 166 74 98 127 95 129 86 163 106 108 105 281 140 90 133 99 920
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is_linear=0
shrinkage=0.0227381


Tree=291
num_leaves=112
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split_gain=12.5692 14.5518 19.5421 13.6693 12.8316 12.5783 12.1527 11.879 11.6777 11.428 12.2987 18.2046 16.63 16.8612 13.8905 11.9618 11.6081 11.1299 12.8491 10.9975 10.8504 10.8458 10.7702 14.2758 12.2717 11.6107 10.5203 11.4328 13.9683 10.7151 10.5053 10.0502 11.6172 12.8617 13.7954 11.1455 10.3502 9.64233 9.46132 9.31735 12.389 11.3797 9.31371 9.28102 9.2527 10.8219 9.2261 9.12624 10.026 9.0842 10.4983 11.6239 9.07199 9.46184 9.23633 8.90253 8.88714 8.8817 9.47751 11.3351 10.1603 10.4032 8.88822 8.79467 9.01758 8.92155 8.7864 8.72219 9.64804 8.89299 8.68691 10.0795 8.63941 8.49131 9.41256 10.0749 8.657 8.45146 9.18769 10.6007 8.3657 8.36154 8.35119 8.34455 8.32817 8.32079 8.258 8.21724 10.114 9.91191 8.2107 10.5581 12.6644 9.73624 9.11664 8.19385 8.17799 8.15679 7.93774 7.92799 8.69012 7.86825 7.64685 7.92539 7.63428 8.64953 7.54743 7.53183 7.5066 12.3353 7.43286
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Tree=294
num_leaves=112
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decision_type=10 10 2 10 8 10 10 8 8 10 8 10 8 8 10 10 2 2 10 2 8 10 10 2 8 2 2 10 10 2 8 2 2 8 2 2 2 8 2 10 2 8 2 10 10 8 2 2 8 2 8 8 2 2 10 10 8 10 10 10 8 2 10 8 10 2 8 10 8 2 10 2 10 10 2 10 8 2 2 8 2 2 2 10 2 8 10 2 2 8 8 2 2 10 10 2 8 2 10 2 2 2 10 2 8 2 8 2 10 10 2
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leaf_count=45412 69 282 120 235 179 138 1315 13909 714 6481 1375 214 92 200 335 129 161 562 144 19092 109 573 977 8344 1868 13810 5860 2135 496 3731 15750 376 732 672 1730 68 163 219 568 101 93 652 4863 16444 362 152 329 96 159 100 307 2753 203 99 101 212 130 110 276 164 699 2103 274 229 325 658 816 584 362 109 623 336 131 164 161 316 391 125 96 173 163 158 150 134 606 3180 188 199 138 335 504 1069 3071 333 133 290 125 351 453 159 1440 410 226 315 195 224 253 212 113 110 85
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internal_weight=0 12845.1 7234.05 6746.63 5611.01 6504.04 6393.11 5710.82 1551.62 1379.06 172.567 110.937 5324.69 242.59 195.549 158.483 138.11 4159.2 443.071 3973.16 682.284 425.819 127.754 5282.07 5132.31 1707.35 1470.19 472.927 237.166 997.259 3424.96 576.192 481.808 171.81 94.3841 286.327 259.359 84.289 113.94 72.4485 71.1579 2848.76 408.941 2439.82 487.421 108.456 378.965 184.58 137.698 149.759 46.8814 256.465 216.403 59.2922 23.6738 64.3419 17.3562 194.385 84.8424 132.403 175.07 186.04 74.2922 51.663 40.0619 65.3558 100.599 329.13 28.8524 143.907 73.3564 33.4189 39.9375 47.7587 53.6409 109.543 47.0405 41.4918 27.2748 300.278 37.9164 130.321 40.2864 90.0347 42.6198 298.065 61.6129 43.81 35.1294 37.0836 43.8057 291.841 234.908 206.86 187.222 92.0165 35.0797 56.9368 181.877 28.0477 124.142 118.296 20.1383 16.3179 39.779 38.8911 18.8077 26.9682 37.5117 27.1566 37.0671
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is_linear=0
shrinkage=0.0227381


Tree=295
num_leaves=112
num_cat=0
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split_gain=13.4684 12.1823 12.4734 10.7498 13.3158 12.2311 11.6911 11.1276 10.7732 18.0433 14.9507 13.6809 12.4174 13.0382 12.3866 11.0057 10.8361 10.5344 10.4622 10.1911 10.0709 10.0213 11.1256 9.92505 9.92235 9.90042 15.4461 11.3985 9.78485 9.51898 11.0328 10.8856 9.43676 9.32219 9.21637 10.4286 9.04776 9.65817 11.6029 9.57644 9.04404 9.67936 9.02814 11.3544 9.67628 10.945 11.0514 10.9321 8.86343 8.80559 8.72272 8.67878 8.667 10.0899 9.102 10.2721 9.7577 9.38147 8.65849 8.63811 8.54252 8.53841 11.8802 10.304 10.2178 13.2854 10.1987 12.9155 15.4271 10.6834 9.92805 9.63451 11.448 8.508 9.4849 8.48968 8.27239 8.20348 8.18941 8.10332 8.09986 8.94183 7.9652 7.82074 7.78924 7.57784 7.47932 7.21124 7.15719 6.95335 7.02024 6.86287 6.77898 6.61473 6.55784 6.50993 6.95293 6.47541 6.41868 6.27695 6.89342 6.27553 6.26109 6.22023 7.36037 6.32913 6.15851 6.04403 5.97645 5.96131 5.95557
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decision_type=10 2 10 2 10 10 2 8 2 2 8 8 10 8 2 2 2 10 8 8 2 10 8 8 10 10 10 10 2 10 2 2 8 2 10 2 8 2 2 8 10 2 2 10 10 2 2 2 2 8 2 2 2 2 2 8 8 8 10 2 8 10 2 8 2 8 2 2 10 2 10 2 8 10 2 8 2 10 2 2 8 10 2 2 10 8 2 2 2 2 2 2 8 10 10 10 8 10 10 8 2 8 10 8 8 2 2 2 8 10 2
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Tree=298
num_leaves=112
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split_gain=11.0765 14.4074 16.2068 13.7552 12.8799 17.9295 13.5125 19.0883 13.6104 13.016 15.8697 19.0774 13.3306 11.982 11.8477 16.543 14.0917 11.412 11.2907 10.9723 10.7811 11.5287 10.6225 10.3592 13.547 10.3478 10.2197 10.1776 10.1219 10.0553 10.0467 10.1785 9.92339 10.6353 9.71131 10.7641 14.2589 12.6744 9.68371 9.50751 9.87936 9.55888 9.45537 13.1101 9.4296 9.41956 9.37309 11.6104 9.96534 9.35711 9.30462 9.73907 9.29648 10.8576 9.18704 9.17639 9.0665 9.04651 9.02598 8.96895 9.44142 9.33882 8.96082 8.94021 13.9598 10.8822 10.9754 8.83573 15.4109 10.2276 10.0514 9.99769 8.81853 8.74128 8.60503 8.60168 8.60167 8.34381 9.24635 8.83096 8.0836 7.99565 7.98615 7.97628 7.96056 10.6536 13.2143 10.6432 11.2517 10.0882 9.95521 10.2849 9.64736 9.25265 8.67287 8.49308 7.92946 7.91668 13.5846 7.80501 7.79912 7.6448 7.54969 9.17026 9.07287 8.04132 7.80357 11.4112 9.24658 7.5477 7.53005
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decision_type=2 8 2 2 2 8 2 2 10 2 2 2 8 10 2 10 8 2 2 2 2 2 2 10 8 2 2 8 2 10 10 2 10 8 8 2 10 10 10 8 10 10 8 2 8 8 2 10 2 8 10 8 2 8 10 10 8 2 8 2 10 2 2 2 8 8 2 2 2 8 10 10 10 2 2 10 8 10 10 2 2 10 2 10 8 10 2 2 2 2 2 10 10 10 10 10 2 10 10 2 8 10 2 8 10 8 2 2 2 2 2
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leaf_count=603 234 14929 136 417 935 3480 1182 261 1322 1255 3915 8555 2287 6015 444 1023 729 320 2882 5145 966 273 673 691 5584 2385 1673 568 370 537 270 2622 337 214 1889 1007 141 585 497 987 810 461 1271 1103 895 390 3475 508 602 8561 894 7882 407 227 3465 1954 11102 277 10378 1908 3522 4350 155 304 4787 678 945 339 61 896 704 909 221 1748 132 622 69 2621 2140 7956 711 216 573 279 285 1196 6894 410 6162 1546 1832 709 566 423 724 184 109 91 194 869 269 332 218 1083 2317 1089 233 276 2558 291 347
internal_value=0 -0.000979607 -4.82538e-05 0.000558045 5.77987e-05 -0.00130126 0.000711835 0.00584729 0.00252937 0.000441978 0.00112567 0.00227812 0.00482269 0.00670102 0.00211624 0.000929637 0.00379976 0.0181336 -0.00451064 0.000573474 -0.00159794 0.00347769 -0.00195206 0.00196022 0.00293475 0.00104552 0.00141406 0.00773017 0.00531252 -0.000842191 -0.00241035 -0.00870329 -0.00249194 0.00481871 0.00232918 0.0037258 0.0103811 0.0180979 0.0108275 -0.00194958 0.00241929 -0.00259387 0.00273135 -0.00226224 0.00183579 0.00219676 0.00566417 0.00805445 -0.000845248 0.00397409 -0.00332334 -0.0037868 -0.00349326 0.00525616 -0.00198667 -0.00410719 -0.00310778 0.00264487 -0.0035209 -0.00128253 -0.00357824 0.00028951 -0.00408553 -0.000364138 -0.00240225 0.00444135 0.0075366 0.0057428 0.00967918 -0.00124465 -0.000263175 0.0172879 0.0111239 0.000778718 0.0116948 -0.00393309 -0.00529111 -0.00315243 -0.00054747 -0.00489597 0.00475271 0.00365175 0.00281341 -0.00391844 0.00264568 0.000987183 -0.000332466 0.0040482 0.00588596 0.00600715 0.00658702 0.00800789 9.08061e-05 0.011112 0.0139484 0.010902 0.0289374 -0.000100156 0.00604727 -0.00609879 0.0113819 -0.00420844 -0.000861963 0.00123973 -0.00323218 -0.00504374 0.00299601 0.00767325 0.000381358 0.00782337 0.011599
internal_weight=0 3173.83 2322.19 10131.7 7474.11 2425.5 5048.61 243.174 199.633 4805.43 3602.04 2270.82 904.667 613.883 592.375 529.734 348.481 43.5416 181.254 1366.15 1203.39 176.495 533.842 2657.55 1801.71 1745.2 1676.44 110.911 25.7779 1331.23 1833.12 114.571 1026.9 80.602 1323.11 869.128 102.432 50.0205 62.6404 1718.55 217.822 1500.73 766.696 151.377 69.2904 832.307 299.094 217.271 81.8227 615.319 576.986 567.326 851.645 51.5764 353.334 800.069 1390.63 67.7 1325.7 1273.82 513.286 760.537 264.57 453.979 321.798 132.18 107.209 153.72 96.2087 57.5109 45.3067 50.902 27.2385 290.784 13.9833 294.56 246.514 946.294 383.95 562.344 64.9254 110.106 40.2653 36.0609 1775.59 820.267 655.878 955.319 597.327 164.389 570.203 463.126 80.1964 84.1927 72.4134 41.5439 17.7636 855.837 87.7854 241.569 44.5411 63.0369 768.052 409.258 358.794 85.8854 323.373 109.986 213.387 57.4031 34.96
internal_count=201053 58109 40245 142944 106930 42982 63948 5657 4597 58291 40591 26068 11305 7270 11945 10431 6249 1060 4182 14763 17700 2702 5818 36014 27264 31333 28948 1736 631 14523 31037 2892 14998 1099 22717 14557 1733 726 1514 28145 4290 23855 12824 2992 1168 8945 5314 3983 1331 9832 8912 8776 17864 981 6231 16883 22652 1300 21480 13695 5430 8265 4558 8160 5934 2226 1548 3275 2013 1262 1043 970 525 4035 366 5409 4403 13899 4761 9138 1172 1203 1017 493 26847 12150 7363 14697 9113 4787 8703 6871 2444 2343 1920 469 429 8750 885 4334 606 1878 7865 5330 2535 1180 4150 1359 2791 828 574
is_linear=0
shrinkage=0.0227381


Tree=299
num_leaves=112
num_cat=0
split_feature=188 221 187 153 179 133 170 180 191 182 131 183 161 187 30 191 181 123 197 200 131 65 217 208 181 206 169 188 132 205 165 188 7 162 185 136 44 39 213 123 187 41 183 57 149 40 6 152 196 78 133 133 16 179 18 144 208 121 187 9 181 233 165 171 154 135 154 5 204 123 123 127 55 213 183 14 221 226 187 39 175 180 200 154 7 121 218 182 17 121 218 19 183 223 93 69 130 39 39 8 149 18 232 180 180 191 231 219 219 209 123
split_gain=12.5984 13.2927 10.6766 13.5694 12.4731 11.5658 15.792 10.5475 12.1547 11.1548 10.2898 11.4395 12.4209 10.3232 10.2477 10.4838 12.0173 10.681 10.5578 9.81238 9.51992 9.33268 15.775 10.2414 9.60225 9.17637 9.51963 9.49763 9.11069 11.4276 8.9334 12.4184 11.0497 8.92124 9.75325 10.9547 8.98433 8.9103 8.88439 9.08011 8.8621 11.3062 12.6881 10.2146 9.25507 8.85309 8.72346 8.57165 8.39292 8.61963 9.99771 9.79758 8.3422 8.33169 10.9072 11.0992 9.60659 11.1447 8.20189 8.19083 9.06225 8.17081 8.10184 8.00589 7.95269 7.90743 7.79852 7.73762 8.02281 7.72025 7.66535 8.57434 7.63971 7.46 7.42469 7.36094 7.28703 7.24062 7.36683 7.20858 7.14138 7.08339 7.06016 6.80925 12.4821 11.2801 10.1212 12.6502 9.78304 9.56027 9.44345 13.9602 7.54697 10.2081 10.5518 8.90216 8.31079 7.49628 7.40382 6.79448 8.90564 6.74929 6.74591 6.68119 6.67035 6.60358 6.24956 6.21977 6.16027 6.14607 6.62575
threshold=0.97073101085094249 0.026475963182747368 10.668010752688174 4321379.2500000009 1.2499966814190262 0.0057423441060858848 30.603571428571431 8705.1075000000001 32.500000000000007 -1781.9166666666663 0.37177566544236723 -629.49999999999989 0.30667376424354409 12.929802955665027 4.5000000000000009 50.500000000000007 698010.75000000012 0.99999778408012618 1.0599360188989553 77.500000000000014 0.35270898446019833 0.038050000000000007 0.013201707974076273 -0.03548931144177913 19684.500000000004 -0.024614056572318074 0.0057581786030061902 0.94139115500214687 0.042387460374708065 0.025376863777637485 0.2834821428571429 0.79420168067226904 19095.750000000004 0.76906350715481109 -1131.8306249999998 5.1368217328005086 0.97645000000000015 0.40982703448818003 0.0083709452301263827 0.87320805691454295 22.467708333333338 0.20383736949840062 -353.49999999999994 0.074450000000000002 -211.47727272727272 0.46768025482888748 787315.50000000012 55626.98750000001 0.97595522522520584 0.30210000000000009 0.30023382886806954 0.054777431670766784 -1997.4999999999998 0.51426203729181086 -4204.4999999999991 -30.499999999999996 0.0072949165478348741 0.08571387755318001 10.668010752688174 4.5000000000000009 103130.32500000001 0.0093108862638473528 0.35147058823529415 414.50000000000006 10112142.172500001 0.12041122147917145 5691563.6400000006 256911.75000000003 -0.063011806458234773 0.99999441868274674 0.99999841320514538 21310.863267875109 0.025450000000000004 -0.04447557590901851 -2491.4999999999995 0.018421500000000004 -0.018395912833511826 -0.0074056987650692454 11.59549138804458 0.74835807731710624 2.5000000000000004 11882.283750000002 9.5000000000000018 382528.80000000005 35619.750000000007 0.19518460682276098 0.036435259506106384 -726.47727272727263 -3942.4999999999995 0.33039669603344762 -0.0089160045608878118 7.5000000000000009 -1151.4999999999998 -0.0072584520094096652 -1293.4999999999998 0.012550000000000002 0.12356776374554239 0.54372597325369487 0.14429207453766402 312750.00000000006 325.55000000000007 -4628.4999999999991 0.0045565317850559959 23419.108125000002 26043.820568181822 42.500000000000007 -0.011372100561857222 0.0049032699316740045 0.020139812491834167 -0.0079042632132768614 0.88338376177061118
decision_type=10 2 10 10 8 8 8 10 8 8 8 8 10 10 2 10 8 8 10 8 10 10 2 2 8 2 8 10 8 2 10 10 10 10 10 10 10 8 2 10 10 10 10 10 10 10 2 10 10 10 10 8 2 8 2 10 2 10 10 2 10 2 8 10 10 10 10 2 2 8 10 2 8 2 10 2 2 2 10 10 8 8 8 10 10 10 2 8 2 10 2 8 10 2 10 8 10 8 8 10 10 2 2 10 10 10 2 2 2 2 10
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Tree=302
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split_gain=12.6103 10.4356 10.3878 10.0236 9.36481 12.9118 13.4073 11.7551 11.7322 10.7466 21.579 11.2699 10.5152 10.275 9.97578 12.2363 13.7688 9.96383 9.90213 9.88172 10.7726 9.78189 9.71356 12.6071 10.3558 11.8147 10.1534 10.1459 13.195 10.6707 9.52668 9.35923 9.19266 9.02723 8.96027 8.93532 8.8216 8.63425 8.43975 8.42542 8.20702 7.8439 7.78704 7.6461 7.54309 7.15028 6.97796 8.0188 6.90852 6.76936 6.55657 6.45165 6.33819 6.11164 6.2019 6.0525 9.4342 5.99117 5.90012 5.85623 5.7493 5.44599 5.41396 5.2623 5.17799 5.01121 4.76295 4.61817 3.8051 5.75503 6.48487 4.22353 3.5406 3.03258 2.96333 2.56607 2.36312 2.32687 2.32304 1.80686 1.71548 1.69231 1.6169 1.57938 1.53675 1.32516 1.15682 1.29574 1.15117 0.736069
threshold=1979977.5000000002 9789.7500000000018 -1849.4999999999998 0.026443580615301391 27866.250000000004 17157.594375000004 8.4468796094017655 0.017539075575768951 -0.0049118637107312671 0.97162977867203237 22.156556372549023 -0.0020170324714854355 0.016035074368119243 59.500000000000007 -1577.4999999999998 327136.50000000006 0.020758182741701606 0.00391674553975463 0.046237288042902953 0.012671674136072399 0.005090538179501892 5142.6828203166478 -0.057242283597588532 0.17358274659324821 0.0012816763482987883 -0.0016094634775072334 1152.3090405270439 0.2487564129256972 0.028507308103144172 -1845.5470085470083 0.11863508223375886 -0.0062197942752391091 0.0031500000000000005 0.78296208980799664 0.0081813475117087382 4048.1100000000006 -0.0038134709466248746 0.0096362354233860987 7.5000000000000009 0.33366561529644612 -0.058101108297705643 0.0011528764152899387 -0.020028200000524517 10.500000000000002 0.45080645161290328 581219.75250000006 -0.010100360959768294 -0.015568136703222988 -4504.4999999999991 0.035728160728160735 0.18574751562289338 0.0035951817408204083 0.022709157317876819 16923.047142857147 0.020332591608166698 2.5000000000000004 0.48502341724632742 -0.045179568231105798 70024.385250000007 0.0032416289905086164 971.45348112379304 0.00049617371405474852 1.0000000180025095e-35 180294.75000000003 89.500000000000014 0.058650000000000008 -38.499999999999993 0.16421774517674989 1294.7271590772546 -0.0076020136475563041 -663.49999999999989 4484.0475000000015 0.0076041279826313266 0.86823507659288557 -0.0037000648444518443 0.98778408307636145 6.5000000000000009 0.059364000000000007 3.5000000000000004 128699.25000000001 28821.127500000006 0.49373911009450128 0.040767300873994834 157493.25000000003 29728.957500000004 0.0073487828485667714 0.043100000000000006 0.022113524377346042 18.861904761904764 0.11945000000000001
decision_type=10 10 10 10 8 8 2 2 2 10 10 2 2 10 10 2 2 2 2 2 2 2 2 8 2 2 8 10 2 8 10 2 10 8 2 8 2 2 8 10 2 2 2 8 10 10 2 2 2 8 8 2 2 10 2 10 8 2 8 2 10 2 2 2 10 8 8 10 8 2 10 10 2 8 2 10 8 2 10 8 10 8 2 2 10 2 8 2 8 10
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leaf_weight=6.0952824708074322 3.6312665338627976 21.125843327492476 3.5482828123494974 2331.8889913652092 52.137456476688385 154.72166128735989 33.90608449652791 95.860522121191025 18.414870803244412 145.38836157880723 34.562257743440568 1695.5617040293291 96.828649923205376 15.321657434105871 291.22823356464505 169.48298398591578 33.827920511364937 888.11592732742429 131.39729595184326 40.832863937132061 87.347805351018906 57.504799718037248 14.57562067452818 1095.8198843747377 359.04323719069362 198.53945397958159 34.257880013436079 339.25533947348595 73.190868571400642 515.38273286819458 11.870244314894082 37.125445701181889 4.7164677120745182 1302.0399363609031 37.036762163043022 256.92742276936769 82.132771425880492 14.506711557507513 28.554714910686016 57.50233269482851 15.952975660562513 22.196086282841861 80.003580078482628 8.0015351800248045 21.755711697973311 11.50982228014618 44.52641573920846 127.92143391445279 29.720014972612262 1257.8472147183493 3.0918938666582099 23.712102640420198 22.38439005613327 11.202028514817359 10.307225722819565 10.292261970229449 6.1291749235242623 3.786102711223065 3.2391596739180377 21.954561557620764 4.4595111198723307 10.959367022849618 344.01844695303589 60.217943821102381 7.9024745570495716 84.150019899010658 9.9236036166548711 7.1986167896538973 4.0388792324811194 4.8479086086153984 4.7235551411286014 4.0438507786020628 5.9923631474375725 9.0387369338422996 7.419498688541351 5.7196475868113339 3.0389811783097676 3.1322951242327681 2.8931548735126844 5.2884063059464106 4.1707384530454865 19.009097727946937 2.79478502459824 6.6438205745071164 5.3224696097895494 2.8599024368450046 47.677691293414682 3.1557885063812128 33.946648235898465 2.9884565053507677
leaf_count=54 63 127 111 32773 1221 1616 620 1415 304 3914 725 19710 1542 176 4955 3471 654 15583 1739 637 1538 722 103 13740 4917 2512 215 4964 1441 9894 174 797 90 23493 525 2734 1132 190 458 884 155 496 1844 156 195 145 615 1957 158 20222 100 272 220 138 123 310 94 88 73 145 71 172 5425 641 127 578 76 132 71 132 82 66 100 124 163 155 79 139 57 128 54 392 83 78 121 75 1267 85 1064 105
internal_value=0 0.000134243 -0.00620751 9.11081e-05 0.000135592 0.000899506 -0.000596844 -0.000349096 0.0054515 -5.80933e-05 0.000482018 0.000200449 -0.00120054 -0.00295963 -0.00148361 0.00166606 0.005501 0.00124759 -0.000898388 0.00321088 0.00558589 0.0080616 0.00177724 0.000844211 0.000324004 0.00147656 0.00690385 0.00346702 0.00507221 0.00665004 -0.00191043 0.000713082 0.0129724 -0.00215784 0.000576686 -0.00208488 0.0107361 0.00869769 -0.00443376 -0.00224422 -0.00077944 0.00835743 -0.000815701 -0.00230417 -0.00396146 0.0170465 -0.00480393 -0.00152494 0.00963979 -0.00250293 -0.00876662 0.00248918 0.00760565 0.00350056 0.00599847 -0.00785228 0.00110997 -0.0113825 -0.0134606 -0.000806162 -0.00171945 0.00964839 -0.00661855 0.00825667 -0.00525611 0.0110067 -0.0044065 0.0117784 -0.010039 -0.00406651 -0.00845004 0.00613863 0.00415343 0.0109326 -0.0030201 0.0109487 -0.0132895 -0.0144843 -0.00871782 -0.00305466 -0.0156674 -0.0137119 -0.0168738 -0.00655864 -0.0153917 -2.77953e-05 -0.0164144 -0.0171227 -0.0178987 -0.0116232
internal_weight=0 13168.8 155.532 13117.9 13060.8 5067.16 1874.43 7993.66 163.843 7199.86 5225.62 5046.96 1710.58 793.795 1974.24 406.202 203.311 2583.68 2463.29 232.912 184.176 178.659 3192.73 2065.27 1910.33 1294.36 154.938 1127.47 720.715 567.52 1477.67 106.291 57.5519 1456.76 406.752 615.971 139.638 51.5435 65.6802 202.891 355.208 40.611 153.194 1568.04 690.103 45.4159 612.327 223.782 50.8459 1549.08 57.1246 77.7758 44.1401 103.693 85.8468 146.181 29.5017 51.0293 47.9374 56.2124 39.0218 18.9609 388.545 75.5396 48.7353 98.7256 33.6357 13.3278 116.679 47.9441 34.5729 13.3711 10.7159 20.909 12.136 9.35091 68.7354 62.3272 16.1739 9.32729 44.1513 23.857 39.9806 17.8458 59.1949 6.40819 53.8725 50.8335 37.1858 13.2807
internal_count=201281 197517 3764 197232 195716 77502 32324 118214 3073 106883 72455 69805 29251 11331 34428 8923 4125 35293 34512 3844 3080 2650 45178 24944 23903 16252 1041 20234 14400 11115 25407 2055 1018 25109 5834 7651 1854 715 1255 4798 5119 800 3285 25505 10175 765 9412 3372 285 25177 1516 763 415 1156 940 3546 698 1462 1362 360 796 328 6040 817 764 681 348 226 2848 971 706 265 182 298 253 218 1877 1691 472 199 1274 524 1220 216 1552 186 1431 1352 1137 415
is_linear=0
shrinkage=0.0227381


Tree=303
num_leaves=112
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split_gain=11.707 10.1982 13.4965 15.9281 11.249 13.3902 21.0645 13.2152 10.7433 15.0646 21.1921 12.3714 12.2591 14.1894 12.8933 12.0823 13.1895 11.4991 11.2645 10.7024 11.9051 10.4107 10.2622 10.1826 14.1465 9.88484 10.4896 9.74094 9.12764 12.7274 10.3893 10.361 8.91668 8.90387 12.4412 10.5617 11.8363 12.6998 11.5504 11.8958 13.0392 10.7018 10.0706 12.664 12.4274 12.1868 11.2393 9.58057 9.70781 9.29664 10.5652 10.9051 9.28915 8.89845 8.73181 8.42318 8.37983 8.35737 8.29729 8.14214 8.06355 7.73727 7.68236 7.90003 7.67543 7.4309 7.34987 7.0731 6.93831 6.85826 6.79311 8.72193 8.29439 6.76687 8.05099 6.6808 9.26826 6.45359 6.32065 7.49535 6.4055 6.06537 5.94721 8.0896 6.52407 5.93735 7.66177 6.50405 5.79222 5.75775 5.54986 5.67484 5.7561 5.62827 7.08616 5.38609 5.12039 4.97786 4.96436 4.78099 4.76961 4.68667 4.64718 4.49946 4.36748 6.69112 4.35332 8.88972 5.11482 6.06175 4.50215
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decision_type=10 10 10 8 10 10 2 2 10 8 8 8 10 2 10 10 10 2 10 2 8 8 2 2 8 8 10 10 2 2 2 2 8 10 10 10 10 10 2 2 10 10 2 8 2 8 8 8 10 8 2 2 2 10 2 8 10 2 2 8 10 2 2 2 10 2 2 2 10 2 10 8 2 2 2 8 8 2 10 10 8 2 2 10 10 10 10 10 8 2 2 2 8 10 2 10 10 10 10 8 10 2 2 2 8 8 8 8 2 10 2
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shrinkage=0.0227381


Tree=306
num_leaves=112
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decision_type=2 10 2 8 10 2 2 8 8 10 2 2 2 2 8 2 8 2 2 10 2 10 10 8 8 10 10 2 2 8 10 10 2 2 10 2 8 10 2 10 2 8 8 8 10 8 8 2 8 10 8 8 10 2 2 8 10 10 8 2 2 2 8 2 8 8 8 2 2 8 10 10 2 10 10 2 10 2 2 2 2 2 10 2 10 8 2 2 8 10 10 2 8 10 8 10 8 2 8 2 2 10 2 8 10 8 8 2 8 2 2
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leaf_count=2582 2277 1360 4424 1664 1522 2301 145 4550 181 622 1407 843 2795 150 364 384 474 209 983 115 136 919 175 10455 355 582 486 711 375 1694 4256 280 1061 694 299 1840 265 328 5311 317 356 3337 4274 12924 404 24612 1625 394 3391 487 6650 14721 350 459 7519 695 234 1429 10252 315 545 365 323 1887 1219 425 3817 3915 649 1344 572 564 231 3252 169 1352 5958 717 713 129 655 736 1555 346 64 2659 379 768 442 499 79 383 492 873 2433 1067 150 198 394 1437 149 609 184 474 229 230 498 223 163 158 143
internal_value=0 0.000417633 0.000523024 -0.000489942 0.000764119 -0.00225789 -0.00120598 -0.00188204 -0.00139945 -0.00291131 -0.00524158 -0.00123084 -0.000698371 -0.000454556 -0.00163855 0.00155134 0.00631192 0.000234394 -0.00646989 0.00977503 0.00775757 0.00173635 0.0129363 -0.00216879 0.00532841 0.00754322 0.00245189 -0.000441557 0.0014663 0.00394282 0.00452692 0.00808387 0.00435853 0.00105341 0.00135572 0.00280157 -0.00365275 0.00440104 0.000489509 0.00337031 -0.00271351 -3.35721e-07 0.00173566 0.00292455 -0.000939471 -0.0011659 0.00323051 0.00785961 0.00977102 0.00272105 0.00484221 0.00150257 0.0122472 -0.00204787 -0.000475014 0.00693729 -0.00404612 -0.00456156 -0.00575358 -0.00121715 -0.00246409 0.0013646 0.00329218 0.0148569 -0.00341876 0.00435052 -0.00137995 -0.00393876 0.000809868 -0.00462274 0.000376949 -0.00689431 -0.00013116 -4.73564e-05 0.00601739 -0.0063692 -0.000737742 0.00301779 -0.00510181 0.00508713 -0.00248173 0.00623514 -0.00452107 0.00416732 0.00674147 -0.00596479 -0.00158172 -0.00156186 0.00143519 0.00825379 0.0102363 -0.00952712 0.0107356 -0.00302454 0.000662253 -0.00402068 0.00911121 -0.00513241 0.00348968 0.00241153 -0.00472674 0.00164089 0.00910818 -0.00900129 -0.00189624 -0.00703234 -0.000724277 0.00423664 0.0071952 0.00996727 0.00263053
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is_linear=0
shrinkage=0.0227381


Tree=307
num_leaves=112
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split_gain=13.553 12.2561 12.5206 10.5385 10.0023 9.6816 18.0046 12.2483 11.4112 10.1938 10.8538 10.444 10.3997 11.6636 11.1494 10.3422 9.93336 10.3199 9.37735 11.0337 9.51295 9.50524 9.67124 13.5201 10.0164 9.14503 8.73943 8.69019 8.68512 8.62558 8.70863 8.62392 8.57124 8.40226 8.73502 8.29813 9.89621 8.13231 9.9764 8.80601 8.08057 9.89105 9.45812 8.52144 8.03125 8.09141 7.58245 7.40414 7.39011 7.36929 6.56557 6.51816 7.31684 7.21918 6.47017 6.42317 6.22653 6.19057 7.15985 5.9743 5.94378 5.89089 5.83488 5.54406 7.0265 5.40511 5.40049 5.58054 5.31868 5.15207 5.14236 4.98666 5.00845 4.94618 10.4136 5.66018 5.13769 4.77808 4.67086 4.61269 6.15421 4.50014 5.48876 4.4949 4.45364 4.44312 4.34758 4.33747 3.99533 3.95359 3.92442 3.86823 3.81247 3.78037 3.7014 3.67128 3.55251 3.5351 3.49057 3.41866 3.34218 3.22543 2.90865 2.76432 2.63847 2.5759 2.46378 2.3412 2.20693 2.14359 2.00807
threshold=317139.9167182275 0.4923777626935944 1800319.7500000002 0.33227176220806798 0.010730350390076639 42.500000000000007 0.014870499999999951 28163.385000000006 203.65166332708534 93.500000000000014 -18802.499999999996 0.79622997294093334 -0.027157568372786042 0.031945000000000008 2.5000000000000004 279947.25000000006 420942.43750000006 0.41010271915254243 112036.78963636364 -0.01949069648981094 -0.0052725926507264367 0.99999888894567346 0.18939260983023645 0.27182108553191436 13.500000000000002 -0.0097603434696793539 0.042361393581461855 27.019230769230774 667800.69750000013 1256474.2500000002 0.012462171196088211 853.52483444661209 9000.0450000000037 -2639.4999999999995 11.044637991489433 0.01070675114169717 9.5000000000000018 -0.00077585360850207497 6.7147918877526118 0.19427956027341467 0.014479119796305897 -0.014698788523674009 0.42506458764612831 -0.01491815550252795 0.019877964630723003 0.09525030525030527 0.29789053991478937 0.0072423191741108903 -462.49999999999994 0.0044500000000000008 0.049434332177042968 1.0000000180025095e-35 -0.0031916855368763204 -0.0036735192406922574 0.98935000000000006 -0.016435260884463784 0.062850000000000003 -0.024910456500947472 -0.012593045365065334 -2211.4999999999995 0.072213739175355438 -0.090447396039962755 0.00015327947767218578 0.83063068455876299 -344.49999999999994 0.007116433000192047 -0.0067654415033757678 -0.01340726390480995 0.044046098840769786 16.500000000000004 -2868.4999999999995 0.0043867239728569993 -686.47222222222206 0.31250000000000006 -0.0013075018650852142 0.98335000000000006 0.9619082294443444 0.0069869298022240409 20649.307500000003 -0.017411111854016777 -779.49999999999989 -0.040285373106598847 -0.013824626337736843 0.022460805857639442 0.84807692307692317 -0.0035440867068246003 -0.045597407966852181 0.81672571726251364 -931.49999999999989 -0.014280630741268395 -0.065527752041816698 245.34313725490199 -1249.4999999999998 -0.0049757710658013812 -0.019873261451721188 20.500000000000004 449.724956321305 8.321290322580646 0.01339643355458975 -486.49999999999994 11.500000000000002 -2134.4999999999995 3.5000000000000004 -9.4326464022742571e-05 -1197.4999999999998 0.25191907186227297 0.44160788870161327 0.005090538179501892 -0.023411673493683335 -0.0060597874689847222 -0.0022973580053076144
decision_type=10 10 10 10 2 10 2 8 10 8 2 8 2 2 2 8 10 10 10 2 2 8 8 8 10 2 10 10 8 2 8 8 10 8 2 2 2 2 2 10 2 2 10 2 2 8 10 2 2 10 2 2 2 2 8 2 10 2 2 8 10 2 2 8 10 2 2 2 10 10 10 2 8 10 2 8 8 2 10 2 2 2 2 8 10 2 2 8 10 2 2 10 8 2 2 8 10 10 2 8 10 8 10 2 8 10 10 2 2 2 2
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Tree=310
num_leaves=112
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decision_type=10 10 10 10 2 2 10 10 8 10 10 2 10 2 8 2 10 10 8 10 10 10 10 10 2 8 10 8 8 2 10 2 10 2 8 2 2 10 10 2 10 8 10 8 2 10 8 2 10 10 10 2 8 10 2 10 2 10 2 10 10 10 10 10 2 2 2 10 8 2 2 10 10 2 2 2 10 10 2 10 8 2 8 10 2 2 2 2 10 8 10 8 2 2 2 2 2 10 10 8 2 10 8 2 8 10 2 2 10 2 10
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leaf_count=142 302 128 229 1679 116 338 52509 4014 4525 582 365 4791 707 386 392 284 390 227 1950 145 2454 2278 984 191 6034 1242 30 6063 741 8790 713 1214 3283 597 2567 1608 2227 144 10404 1145 669 797 79 2251 750 112 7969 816 115 530 286 172 224 808 407 162 1741 18318 632 548 2015 381 586 419 533 212 547 524 840 306 598 199 2194 4344 2376 625 1067 149 1442 101 201 261 239 180 596 359 175 95 318 168 799 380 565 422 207 419 601 4633 92 1395 309 307 382 635 2302 345 172 169 405 163 115
internal_value=0 7.97444e-05 0.000387692 -0.00123997 -1.04474e-05 0.00209865 -0.000453605 -0.000916012 0.00128424 0.000176103 0.00287036 0.00254681 -1.35154e-05 0.00713149 0.0124975 0.00504552 0.00153802 0.00979555 0.0129877 -0.00091448 0.00387324 0.00586445 0.0104735 -0.00139992 -0.00211856 0.00154306 -0.00320947 -0.00139836 -0.000620127 -0.00278794 0.00664205 -0.00095517 -0.0067326 0.00193151 0.00292241 0.00147491 0.00327952 -0.00495294 -0.00177561 0.00360989 0.00207616 0.0024382 0.00807857 -0.00126308 0.00128525 0.0123121 -0.000387759 0.00263242 0.00690173 0.00840924 0.0148595 0.012004 -0.000490905 0.00492978 -0.00333684 -0.00619826 3.09115e-05 0.00189593 0.00690808 0.00360191 0.00587172 0.00216544 0.00252785 0.00397657 -0.001033 0.00149946 0.00342172 0.0132079 -0.00396905 -0.0018922 0.00464615 0.0115751 -0.00238393 -0.00339164 0.00139094 -0.00159747 0.00085758 0.00860272 0.00557819 -0.0042111 0.00474236 0.00930714 0.0154396 -0.00845804 -0.00374961 0.00748282 -0.00166444 -0.00563897 0.000684715 0.00272183 0.00494568 0.00695933 -0.00288505 -0.00488309 0.012304 -0.00270994 -0.00810545 -0.00767027 -0.00847803 -0.00372629 0.00208829 -0.00618365 -0.00674261 -0.00602934 -0.00774384 0.00395876 -3.09386e-05 -0.00580076 -0.00890276 -0.010845 0.00569337
internal_weight=0 13251.6 10749.4 2502.23 8727.11 2022.26 6794.88 5370.07 1424.8 1107.51 1679.81 1639.74 562.499 85.6184 62.8337 317.29 189.065 128.225 101.886 2409.51 1077.25 581.789 199.617 476.88 460.041 1932.23 190.525 4595.94 2954 1641.94 123.134 2830.87 325.396 774.134 670.484 495.457 382.172 269.666 1316.54 333.586 1741.7 1660.89 135.194 783.705 353.085 16.8398 2139.84 372.021 152.782 143.7 62.275 106.769 219.239 80.2614 430.62 249.04 325.163 1525.69 92.4945 323.809 224.633 1490.17 81.4253 29.6258 1767.82 446.217 332.542 49.0146 113.674 1321.61 87.3599 38.0039 1234.25 941.241 283.528 99.1758 293.006 64.2301 345.321 103.65 57.7058 40.0404 23.7718 72.2113 96.5707 20.6257 342.445 122.74 219.705 179.104 144.687 123.504 161.87 80.8183 15.3471 26.3388 106.825 219.415 209.873 138.978 34.8426 94.3825 132.82 28.4251 128.123 41.4628 33.1309 113.338 92.7209 78.9292 9.54171
internal_count=201163 200861 164898 35963 137384 27514 110829 94486 16343 11703 24468 24103 8051 1485 1099 4640 1902 2738 2177 33716 16052 10280 3262 6566 6263 26555 3531 83717 55177 28540 1454 53723 9346 10769 9764 5772 7018 6259 19194 3599 23024 21624 2128 7933 3001 303 27457 5223 2333 2218 816 1414 2890 1181 4932 5772 5755 19496 916 3770 2597 18699 1402 788 22234 5557 3980 1057 1577 16677 1103 505 15574 12313 2923 1173 3261 957 4009 1005 817 616 355 1020 986 487 3046 1043 2003 1685 1347 1179 2173 1400 369 561 868 4984 4725 1709 731 904 2714 714 2684 557 267 1564 2247 1842 259
is_linear=0
shrinkage=0.0227381


Tree=311
num_leaves=112
num_cat=0
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split_gain=13.7537 13.5262 16.4319 11.1499 10.7271 10.3574 15.0309 12.2303 10.1661 10.0825 11.1125 12.1477 11.987 13.7446 12.9462 10.9854 13.8866 10.7873 10.8206 10.4589 10.0275 9.97245 14.016 15.3924 11.0934 10.4643 14.7403 14.8523 9.8951 9.64622 9.59484 9.93114 9.42669 9.2564 9.21744 9.08732 9.02247 9.0134 8.98787 8.95332 8.94144 8.86502 8.64294 8.63629 8.63191 8.38811 8.34402 8.23954 8.17304 7.96658 7.77328 7.70368 7.91705 8.36085 7.57452 7.49169 7.47912 7.16579 7.07121 6.99993 8.59454 8.16635 7.55001 11.3288 9.89807 9.3904 8.7181 8.6963 7.3759 6.84149 8.15397 6.98853 16.7544 8.14474 8.38768 7.63673 9.22878 8.75016 7.23196 8.45121 8.29295 6.86711 6.8268 6.67555 6.62031 6.59385 10.6035 9.16845 8.74072 7.64027 6.95088 6.59219 10.7092 9.02676 6.58332 6.5373 6.49954 6.48596 6.47784 7.09981 6.28175 6.23865 5.98008 5.93549 6.93366 6.5597 5.83096 5.69812 9.98664 7.6676 9.69857
threshold=0.011311499999999952 -54.499999999999993 -207.58571428571426 0.026443580615301391 0.0098314999999999514 0.96321939813122226 35230.500000000007 39201.750000000007 -0.0056694652885198584 4117.8084700133795 7.5000000000000009 -223.49999999999997 0.0084401643835008162 12415.288500000004 -1407.4999999999998 174781.12500000003 -0.02609151694923639 -0.021984771825373169 -0.042143898084759705 -9065.4999999999982 4.6742424242424248 12.851668500183353 -1327.8944444444444 0.24123707190201199 -0.0066621953155845395 -1405.9722222222219 -1051.8730158730157 14858.730000000001 -0.011020684149116276 0.012520463671535255 -0.0001996271530515514 1.2134721603605236 0.99999777233392806 0.48584190130519778 0.53898406557981038 -0.00074374515679664899 -28.499999999999996 0.091550000000000006 13.500000000000002 0.55405573365221705 890.30250000000012 10127.250000000002 649.32217221756207 0.40511214410374058 0.04823295820627909 34406.707500000011 -0.0010714003001339731 0.008550000000000002 0.031014678068459037 0.0068500000000000011 3.5000000000000004 39.500000000000007 0.010362637694925072 6.5000000000000009 0.98085000000000011 0.025028625503182415 1.5000000000000002 1.5000000000000002 0.87940911010837175 0.048481799662113197 0.53065699964196222 0.19187874792579648 -4318.4999999999991 0.52777075958515163 -0.054292911663651459 -0.020628518424928185 0.016741942614316944 -4260.4999999999991 0.41010271915254243 0.040723029524087913 0.012750000000000003 -0.012367356102913616 0.41382406716539327 947.69480499756389 1003360.41 32.500000000000007 1.2589471377154966 -0.043826507404446595 -1453.4999999999998 -0.0063381951767951241 -408.49999999999994 10564.494750000002 0.051006712310652395 0.075850000000000015 0.005927945952862502 -0.00039413025660905982 59851.62750000001 0.033134924534357783 0.50861009743542718 0.46327834692617903 -0.0037776802200824018 0.00036214639840181922 0.38545793076481211 0.010628861375153066 0.023716663941740993 1.0000000180025095e-35 0.044046185910701759 0.60153210125853496 -912.49999999999989 -0.0011001403327099977 -0.0049763126298785201 -0.026576565578579899 0.19125081347581843 -1325.4852941176468 0.47765035032713282 -0.021693321876227852 61.315537303216978 0.14833731949329379 -0.0056182835251092902 -0.003870196756906807 0.18342004144509452
decision_type=2 8 8 10 2 10 10 8 2 2 8 8 2 10 8 10 2 2 2 2 10 10 10 10 2 8 10 10 2 2 2 8 10 10 10 2 10 8 10 10 10 10 8 8 10 10 2 8 2 10 10 2 2 2 10 2 2 2 8 2 8 10 2 10 2 2 2 2 10 2 10 2 10 10 8 2 8 2 2 2 10 8 8 10 2 2 8 10 10 10 2 2 8 2 2 8 2 10 2 2 2 2 8 8 10 2 2 2 2 2 8
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internal_value=0 -3.29408e-05 -0.000110429 -0.000202371 -0.000754425 0.000265407 0.00246709 0.00137735 0.000103244 0.000741812 0.000942458 0.00394843 0.00547059 0.00539153 0.000452321 -0.00281867 -0.000625677 -0.00116572 -0.00329953 0.00888856 -0.00204403 -0.000797289 -0.00121613 -0.0034277 -0.0040742 0.000958241 -3.91094e-05 0.0021773 0.00173457 0.00644662 0.000666504 -0.00458479 0.00125191 -0.000477433 0.0103111 0.0152658 0.00233122 -0.00152049 0.00760066 0.00158921 -0.00397755 0.00215646 0.0011408 0.00290007 0.00510664 0.00569987 0.00762812 -0.0020383 0.00324734 -0.00451975 0.00474884 0.0127084 0.00514323 0.00944518 0.0120407 -0.00678342 -0.00251636 0.0109161 0.0122479 0.000765244 0.00301862 0.00422736 -0.00653564 0.00362316 -0.00214557 0.00969497 0.0144139 0.0148427 0.0177465 0.00129609 -0.00378098 -0.00745428 -0.00900342 -0.0119077 -0.00290656 -0.00658838 -0.00112166 0.00523496 0.00436569 0.00954601 0.0193011 0.00316044 0.0090915 0.00342569 0.00650409 0.00849646 0.00202545 0.0055473 0.0016074 0.00454035 -0.00201525 -0.00589206 0.000143833 0.0104665 0.013535 0.0009168 0.00321724 0.0124824 -0.00758695 0.00867094 -0.00595467 0.0169851 0.0212609 0.00311956 -0.00141691 0.0212158 0.0129217 0.00199472 0.00657392 0.00679773 0.014504
internal_weight=0 10868.5 10748.4 10579.9 6677.4 3732.51 1071.03 949.258 795.199 3902.48 3805.05 524.943 430.98 168.514 3280.11 434.107 2661.49 2323.08 796.99 119.108 2944.89 1556.23 1503.8 1388.66 1264.09 2846.01 1526.09 1536.71 2431.93 120.085 1560.85 150.655 1410.19 1309.29 121.767 70.2794 51.4879 1478.02 154.06 1373.27 122.214 1251.06 981.185 632.13 406.681 269.871 219.771 349.055 339.234 360.75 68.2823 91.7459 73.3569 96.7105 82.0253 450.968 813.119 145.151 25.7833 74.6202 338.405 302.24 97.423 871.083 97.4831 52.4274 64.4668 70.2171 58.4526 54.6412 280.773 126.94 117.998 97.4774 93.9625 67.4047 225.449 17.407 773.6 106.723 35.3408 71.3822 41.4129 666.877 239.403 207.155 83.9066 70.264 427.475 235.021 192.453 108.938 60.1725 83.0152 67.0534 152.006 126.236 123.248 88.8882 23.7152 36.1648 56.6353 39.3904 83.5156 55.6684 48.1764 44.9973 72.7396 45.5183 36.0779 30.2917
internal_count=201152 172663 171442 168324 102752 54136 26915 24281 20828 65572 63555 6135 4864 3118 57420 8871 27221 23209 9487 2216 48616 33933 33268 14683 13956 48549 13722 30415 28489 1221 18766 2602 16164 18134 2634 1460 1174 32699 3453 15609 1639 13970 10034 5523 3498 3936 3243 4511 3549 7396 680 1315 1475 934 793 4860 9096 1967 569 1276 4012 3542 2017 9723 872 665 1015 658 540 1201 3831 2122 1989 1603 1271 920 2025 365 8851 1228 387 841 510 7623 2628 2272 954 812 4995 2678 2317 1203 672 967 839 1711 1168 1318 1229 480 470 878 600 1114 779 425 539 509 317 799 343
is_linear=0
shrinkage=0.0227381


Tree=313
num_leaves=85
num_cat=0
split_feature=180 178 118 40 14 164 178 233 180 130 18 213 187 188 182 127 214 179 128 40 230 170 229 7 176 127 16 124 145 218 44 180 210 179 205 141 145 14 145 128 142 193 218 207 133 183 181 217 226 215 123 207 226 183 121 42 179 177 141 154 213 124 77 233 179 199 74 217 223 215 182 127 194 77 178 209 66 86 195 202 182 187 232 80
split_gain=12.4462 13.023 10.2183 11.0674 9.83226 9.85819 8.9474 8.67116 8.6508 8.18641 8.12658 10.7025 8.72823 8.47828 12.4905 10.0704 9.6193 8.55707 8.03426 7.83189 11.1502 10.0753 9.12834 8.96814 11.3061 10.3908 7.53898 7.45555 7.82178 7.44096 9.33558 7.18072 11.1023 11.3504 10.9645 9.43377 10.4066 10.8846 8.99522 8.77506 7.61091 7.35696 6.9888 7.57141 7.03145 6.98099 6.71437 6.62358 6.6106 7.18089 6.54553 6.41662 6.27014 6.14017 5.58837 7.17046 6.37783 5.56699 5.41373 5.1271 5.09519 5.45983 4.83775 4.82098 4.41712 4.40742 4.33234 4.83932 4.21754 3.37139 3.15069 3.05721 2.97 2.90563 2.39449 2.304 2.2652 2.11049 1.68044 1.66317 1.27087 1.01932 0.895328 0.466859
threshold=37707.001875000009 0.81534090909090928 1.0000000180025095e-35 0.010091056390656902 0.031945000000000008 0.0022147933225054243 0.52506265664160412 -0.0031417569844052191 4862.1900000000014 0.25808640860046367 -91.499999999999986 0.027359281666576866 23.752551020408166 0.97073101085094249 -2302.9166666666665 13177.894604244788 0.044468712061643607 1.0740682635062366 78030.750000000015 0.52696848258196549 -0.018612497486174103 35.559027777777786 0.013941307086497547 28262.250000000004 14.500000000000002 27224.653706044865 -301.49999999999994 52.442162902121844 787.63990291659286 0.031628297641873367 0.98135000000000006 17157.594375000004 -0.038574295118451112 0.71473119151458808 0.0061865970492362985 0.21181173019524183 263.19730509471952 0.025778000000000002 36.798991834008788 21397.500000000004 -1701.9285714285713 1.5000000000000002 0.017767025157809261 -0.024543251842260357 0.12820991005662116 -2349.4999999999995 145615.01785714287 0.003993093967437745 0.009063581936061384 0.007747453637421132 0.87320936753784273 -0.025927500799298283 0.0026564660947769885 -2684.4999999999995 0.084729561294270686 0.18360000000000001 0.90818362469493696 0.32882882882882886 0.65659075777694298 1766659.5000000002 -0.048435827717185014 58.106776180698155 0.34375000000000006 0.0060786518733948478 0.93079235119644366 102817.72309859157 0.15855000000000002 0.031643906608223922 0.027867411263287071 0.0055768515449017295 -557.90277777777771 11236.672428524771 0.014981483559645384 0.55210000000000015 0.3246621621621622 0.0063418094068765649 0.028000000000000004 0.0082500000000000021 19.765331664580732 0.13991521298885348 -363.97058823529409 13.214985994397759 -0.0013057074393145738 0.068600000000000008
decision_type=10 10 10 8 2 10 10 2 10 10 2 2 8 10 10 2 2 8 10 10 2 8 2 10 10 2 2 2 8 2 8 8 2 10 2 2 8 2 10 10 10 10 2 2 8 10 10 2 2 2 10 2 2 10 10 8 10 10 2 8 2 2 8 2 8 8 10 2 2 2 10 2 8 8 10 2 8 10 8 2 8 8 2 8
left_child=1 2 3 7 5 31 29 52 -3 -2 13 12 53 19 48 17 -17 -16 26 20 22 -22 -5 24 -21 -25 57 28 70 58 -31 35 33 34 -33 40 38 -38 -37 -34 51 -41 45 47 63 50 -42 -44 59 -50 62 -4 -1 -12 55 83 78 -13 60 -15 -6 -62 -11 73 80 -55 67 68 76 -20 -10 -52 -46 -45 -35 -60 -56 -69 -57 -73 -9 -32 -71 -47
right_child=9 8 4 10 6 -7 -8 64 27 42 11 18 -14 14 15 16 -18 -19 69 23 21 -23 -24 25 -26 -27 -28 -29 -30 30 81 32 39 74 -36 36 37 -39 -40 41 46 -43 43 44 72 54 -48 -49 49 -51 71 -53 -54 65 66 56 -58 -59 75 -61 61 -63 -64 -65 -66 -67 -68 77 -70 82 -72 79 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83 -84 -85
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leaf_weight=24.107720583677292 24.364812135696411 9.9909771196544153 12.752764992415903 224.35915386676788 5.3665695302188388 17.524571424350142 10.438364120200275 31.180374305695295 13.215684272348883 5.074353493284435 7.809275332838296 6.9122410807758561 11.59146058000624 26.041123636998236 1384.8715973803774 1161.3400604370981 42.720899939537048 214.40424782037735 5.5399640784598914 1768.8195035485551 1014.1914943186566 3324.3166263941675 46.991958498954773 1050.1565986340865 73.177570400759578 283.84869575500488 10.457894280087201 12.22763880714774 26.433014027774334 4.899942293763158 6.1641937736421832 8.5473909396678227 12.721693317405878 11.608358004130425 15.619492804631589 24.87732770293951 512.99548141192645 96.333312325179577 133.31176710128784 346.35453462786973 347.52743906853721 81.150360658764839 9.9805123219266552 4.3595213210210213 14.945322453044357 3.8625818407163033 103.28173806238919 8.2184282978996617 14.617238166742029 5.194968410767614 3.7030046987347331 23.531300075352192 20.157784577459097 13.345238318666814 4.9305304689332834 6.0037104496732363 4.583710139617323 53.831484702415764 4.1329368767328543 23.074062983505428 144.16572026535869 20.420762402005494 5.3188216136768469 3.5324863903224459 28.540956355631351 68.845219668000937 3.7640756331384173 5.2478872528299672 7.4198428848758331 5.5341081698425123 9.9725273465737683 10.456362693570552 3.8413973422721019 3.6770374746993193 4.4403935512527815 4.4464009809307754 122.57118006888777 4.5177348051220179 5.9506428949534902 2.8303458699956527 14.731003462336956 3.7315463339909902 6.1987076723016772 7.5471821352839479
leaf_count=132 161 98 166 2491 102 149 113 166 125 98 88 90 159 493 24403 19190 760 4660 94 35016 9599 34352 502 19293 1175 6690 130 155 211 97 123 125 162 274 250 311 8444 1781 1573 5926 5095 1119 145 160 347 80 1457 137 234 117 103 598 109 170 111 111 132 788 84 404 3050 623 97 125 163 729 98 85 152 81 70 312 54 134 60 87 2865 119 103 76 71 90 94 180
internal_value=0 0.000264478 0.000207567 0.000477791 -0.00130272 -0.000738933 -0.0059255 0.0071436 0.00938547 -0.00453663 0.000399243 0.00495626 0.00968827 0.000314047 -0.000740325 -0.000986445 0.000582286 -0.00216431 -0.000854112 0.000703402 0.00010413 0.000387198 -0.00429458 0.00157059 0.000537638 0.00298432 -0.00435703 0.0123885 0.0158123 -0.00714322 0.00588268 -0.000943161 -0.00328033 0.00715591 0.0151282 -3.19215e-05 0.00153334 0.000153606 0.00656599 -0.00435254 -0.00248214 -0.00497923 -0.00577982 0.00172909 -0.00491483 -0.00756655 -0.0033187 0.0108324 0.00826867 0.0170918 0.00247378 0.00655605 -0.000829637 0.0119986 -0.00916771 0.000153525 0.00820945 -0.00747948 -0.00844346 0.00269325 -0.00936246 -0.0101343 0.0121733 0.00639807 0.0114792 0.0137327 -0.0108349 -0.0115201 -0.012591 0.0102342 0.00389814 -0.00555631 -0.0117031 0.012819 -0.00593847 0.00533489 -0.013517 0.00224269 0.0145373 -0.00956769 0.0153632 -0.00642559 0.0146672 -0.0100329
internal_weight=0 12995.1 12923.3 10966.9 1956.34 1752.58 203.766 118.718 71.8398 276.701 10848.2 190.066 101.591 10658.1 2872.26 2803.34 1204.06 1599.28 88.4744 7785.86 4609.86 4338.51 271.351 3176 1842 1334.01 71.2016 61.8489 49.6212 193.328 14.7957 1735.05 480.442 40.2156 24.1669 1254.61 767.518 609.329 158.189 440.227 487.093 427.505 252.337 48.5547 30.3558 203.782 450.809 18.1989 68.9274 19.8122 27.3829 36.2841 44.2655 89.9997 176.399 27.9478 16.5381 60.7437 178.532 49.1152 169.953 164.586 10.3932 11.569 74.4523 82.1905 148.451 144.687 134.922 17.2728 23.1882 16.9897 18.7867 8.03656 16.0488 8.57934 127.502 9.76562 11.9544 13.2867 45.9114 9.89574 11.7328 11.4098
internal_count=200946 194961 194302 162443 31859 27490 4369 641 659 5985 161802 2423 1146 159379 50261 49013 19950 29063 1277 109118 46944 43951 2993 62174 36191 25983 1008 561 406 4256 310 27341 7916 709 375 19425 12109 10225 1884 7207 7316 7045 5824 1102 820 4722 6552 282 1248 351 686 764 241 987 4036 606 346 878 3946 897 3775 3673 195 419 400 899 3430 3332 3128 269 195 491 401 294 334 171 2976 204 214 388 237 213 175 260
is_linear=0
shrinkage=0.0227381


Tree=314
num_leaves=112
num_cat=0
split_feature=220 40 180 180 90 91 166 151 181 162 134 5 190 212 156 222 231 220 162 219 40 47 155 228 191 198 121 219 118 126 206 210 229 121 229 189 55 70 231 209 142 93 207 222 14 183 128 118 19 202 19 151 215 134 233 6 18 209 121 70 130 58 22 46 6 227 206 155 156 28 144 179 51 155 6 233 181 215 14 211 225 40 161 169 229 5 225 203 206 12 76 233 123 167 212 136 126 62 130 225 179 150 161 6 233 136 66 133 212 220 141
split_gain=12.0268 10.7737 10.423 9.92249 12.1635 13.3917 11.6908 13.3971 11.6381 11.6186 10.7295 11.716 11.6501 12.387 11.1963 11.0689 10.4864 10.2618 10.3372 10.1948 10.0741 9.65636 9.53815 11.4232 9.47969 9.25829 8.96185 8.8775 8.6401 11.6338 9.25171 8.71831 9.75635 9.42513 8.54775 8.4294 8.22832 8.59776 8.09623 10.0396 8.08127 8.02641 8.01368 7.94853 7.88156 14.0486 11.4236 9.98049 9.35488 9.24531 9.14299 7.82787 11.9367 7.78294 7.75263 7.57898 7.56744 11.2152 7.45309 7.44244 7.41525 7.391 7.30159 7.28846 7.8784 7.37616 7.28126 7.22887 7.1511 7.09945 9.13501 7.02906 6.99698 9.50086 7.31473 6.8648 7.87592 8.36582 8.81044 6.7971 6.72125 6.68997 6.54326 6.45918 6.41147 7.40685 7.05618 6.18411 6.17638 6.95044 7.71069 6.65399 5.99064 5.98416 5.97259 5.94579 10.2541 6.80619 5.62543 5.37777 5.36516 5.26961 7.81925 5.17769 5.09946 5.04115 4.87493 4.83323 4.80578 5.79763 6.46639
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decision_type=2 10 10 8 8 8 10 8 10 8 8 2 10 2 10 2 2 2 8 2 10 10 10 2 8 10 10 2 8 2 2 2 2 10 2 10 10 10 2 2 10 10 2 2 2 8 10 10 8 2 8 10 2 8 2 2 2 2 10 8 10 8 2 8 2 2 2 8 10 2 10 10 8 8 2 2 8 2 2 2 2 10 10 8 2 2 2 2 2 2 10 2 8 8 2 10 2 10 10 2 10 8 10 2 2 10 8 8 2 2 2
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Tree=318
num_leaves=112
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split_gain=9.56664 10.4277 10.7012 9.33321 12.1715 11.0634 11.8758 10.8267 15.3016 10.2227 9.66535 10.3066 9.29606 9.38292 10.7961 17.1343 14.252 14.124 12.6748 10.5473 10.0528 9.02691 8.97394 8.97107 8.96474 8.89522 11.4073 8.87867 8.63498 8.63085 8.48664 8.84162 8.10419 9.66126 8.00668 9.50824 10.317 7.96442 7.90403 10.6573 14.1673 13.0256 10.1166 9.45938 10.3123 9.41887 8.79928 8.34572 7.81091 7.69563 7.57433 7.52051 7.4635 7.80629 8.17649 7.42596 7.39285 7.36181 7.35239 7.33125 7.26292 12.6827 9.57818 7.16245 8.57131 8.96337 7.07873 6.99587 6.91095 6.87422 6.92213 7.12099 6.86416 9.34422 7.09712 6.81334 7.9074 7.37184 6.73591 8.35961 9.9667 7.7738 7.4264 6.72075 7.06446 6.70292 6.65961 6.52478 7.57858 6.2865 6.23322 5.98811 5.87842 5.77895 7.07535 5.68649 5.43092 6.03912 8.2836 7.86842 5.4329 5.03754 4.97351 4.76278 4.73584 4.66107 4.57164 4.5709 4.54187 4.52891 4.34804
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decision_type=10 2 10 2 10 10 10 10 2 8 8 10 10 2 10 10 2 10 10 10 10 2 10 10 10 8 2 10 8 2 2 10 2 10 10 8 10 2 2 2 2 10 2 8 2 2 2 2 8 10 2 2 2 2 2 2 10 8 10 2 2 2 2 2 2 2 2 10 2 2 2 8 8 10 2 8 2 2 2 10 2 2 8 8 2 10 8 2 10 10 10 2 8 8 2 2 10 8 2 10 10 2 8 10 10 10 10 10 8 2 10
left_child=1 3 49 4 12 7 24 8 10 27 11 48 13 20 18 17 -17 -16 19 -15 25 29 63 87 56 26 -1 50 -27 85 31 -12 33 -22 35 -11 -37 -23 43 40 41 42 45 44 46 -40 -4 102 -5 57 -9 -20 69 60 -55 -26 83 -3 -32 -56 62 -62 -54 67 65 109 -34 91 103 -41 -71 -72 73 -48 -74 77 -77 -49 81 80 -80 -59 -81 84 -7 -8 -84 -14 101 -52 -87 -2 -29 -46 95 -95 106 99 -99 100 -98 -89 -42 -10 -66 -102 -6 -51 -45 -65 -94
right_child=22 2 38 5 96 6 21 9 68 34 30 -13 23 14 15 16 -18 -19 51 -21 32 37 -24 -25 55 28 -28 92 -30 -31 58 -33 66 -35 -36 36 -38 -39 39 52 47 -43 -44 108 93 -47 72 75 -50 107 89 -53 53 54 59 -57 -58 78 -60 -61 61 -63 -64 64 104 -67 -68 -69 -70 70 71 -73 74 -75 -76 76 -78 -79 79 82 -82 -83 86 -85 -86 90 -88 88 -90 -91 -92 -93 110 94 -96 -97 97 98 -100 -101 105 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_weight=55.860324516892433 38.806455041281879 9.1501774033531529 39.438920617103577 26.298431437462568 10.198416197672485 22.886318582110107 6.912925691343843 35.786055035889149 7.6832841569557804 17.693614498712122 116.87340723723173 22.600006157532334 23.97638576105237 3465.1525629372336 47.848088264465332 353.71425914764404 1284.9827938079834 1459.0588484238833 289.88459035661072 992.83144122315571 90.809631157666445 20.544815243221823 13.048536235466598 19.583746863529086 6.8645149851217866 172.35922289546579 189.15929795615375 21.545946696773171 547.63742657750845 8.198028374463318 56.030496497638524 16.621629821136594 13.759287834167479 66.936216751113534 28.427760362625122 133.93392766360193 36.81148218922317 6.0581135442480436 11.693138345144687 12.495354928076265 37.591576164588332 30.193473182618618 17.967695783823729 15.15598978102207 28.825522800907493 82.0706019224599 92.277510990388691 27.910315308719873 64.906422266736627 5.5666232020594171 22.34097478911281 40.066595017910004 565.24232356622815 15.08984538912773 32.370017372071743 7.0335134631022793 15.813276920467613 19.230622364208106 179.43180789146572 87.18045362830162 69.774280279874802 73.508405741304159 192.64820113033056 9.7182098943740112 28.665349854156375 21.951249295845628 157.31106662750244 13.984759682789443 18.391304578632116 33.176426578778774 12.12730659265071 53.095636984799057 153.66130512673408 31.301404312252998 82.363380368798971 103.00736465863883 81.523686688393354 24.151524053886533 20.704659845679998 99.644942356273532 33.047407264821231 6.7052999194711438 22.736318330280483 12.060276471078394 10.757032961584626 144.77330410573632 32.594247649423778 35.028048451058567 8.7051007300615293 7.0749674439430228 108.16232443787158 31.335592887364328 13.480735383927824 26.299418408423662 16.597797939553857 16.716855658218265 7.4352587452158359 82.693501408211887 10.342755704186855 24.529125317931175 10.516684988513592 7.2372954757884136 34.326162660494447 5.0843735141679645 16.127682538703084 11.062877197749909 4.9209170099347821 10.039238307159392 36.944530352950096 25.833214387763292 5.6975539419800034
leaf_count=1165 439 65 563 277 228 248 99 487 121 312 1824 219 238 53025 757 5528 17929 21196 10100 14732 1374 468 88 191 170 2046 3442 540 10645 66 1255 272 229 1204 371 1498 772 143 183 163 432 288 204 206 235 863 1125 197 822 65 294 1323 6270 139 359 164 315 289 2944 948 763 804 2331 80 227 213 2676 114 276 397 103 564 2356 293 1081 1090 869 201 275 1529 425 80 373 237 154 2639 556 371 83 74 2022 228 256 202 128 130 155 1811 186 301 239 84 384 107 191 190 85 236 424 219 79
internal_value=0 7.1071e-05 0.001424 -0.000233074 7.33637e-06 -0.00210906 -0.00533487 -0.000642572 -0.00267573 0.00257986 -0.00373445 0.00194734 0.000117281 4.13661e-05 0.00033468 0.00136765 -0.000242768 0.00311036 -0.000345202 -2.30467e-05 -0.00174751 -0.00735271 0.00498535 0.00690617 0.0024945 -0.000560965 0.0031126 -0.0030466 -0.00183309 -0.00859524 -0.00549145 -0.000825524 -0.00512675 -0.00128887 0.00533945 0.00701761 0.00867199 0.00420808 0.00195494 0.00275515 0.00568863 0.0114346 0.0147914 -0.000419706 0.000623636 0.0175551 0.00219934 0.0028069 -0.0017565 -0.00287155 -0.00786578 -0.0045867 0.00156909 0.000939928 -0.00400629 0.0148174 -0.00176516 -0.00396684 -0.00801448 -0.00608271 0.00170981 0.0062514 0.000790693 0.00321201 0.00702045 0.0122261 -0.00843462 -0.00164046 0.0109874 0.00695521 0.00895151 0.0037422 0.00335338 0.00750712 0.000991088 0.00483443 0.00252586 0.011499 -0.00488524 -0.00624238 0.00133889 0.00487148 -0.00880408 0.00311439 0.00794003 -0.0093916 -0.00173207 0.0102666 0.0142982 0.000844209 -0.0100484 -0.00471037 0.00469525 -0.00605081 -0.00143271 0.00355957 -0.00601678 -0.00735613 -0.0106172 -0.00100469 0.00624082 0.017712 -0.0036671 -0.00171949 -0.000554946 0.0110318 0.00492723 0.00957029 -0.00888733 0.0181306 0.0117422
internal_weight=0 13086.5 2396.15 10690.4 9483.6 1206.78 370.064 836.714 513.921 322.793 482.762 113.805 9321.9 9227.37 7933.54 3145.6 1638.7 1506.91 4787.94 4457.98 1293.83 294.65 199.471 94.5306 75.4149 965.016 245.02 105.926 719.997 268.047 368.957 133.495 328.816 157.746 216.867 188.439 170.745 26.6029 2136.73 1597.14 450.436 141.925 111.731 539.583 487.482 93.7637 399.043 308.511 91.2049 259.42 65.202 329.951 1146.71 1035.81 134.64 13.898 61.5169 243.814 235.462 119.55 901.173 143.283 757.891 186.423 102.296 57.5027 171.07 84.1268 31.159 110.895 98.3994 65.2229 359.604 123.579 236.025 236.593 184.531 52.0618 234.663 208.728 53.7521 25.9359 154.976 45.7036 33.6434 259.849 55.3306 74.9468 50.9704 29.4159 252.936 70.142 40.7242 88.4396 59.6141 43.0163 161.7 146.58 93.0363 53.5439 29.0148 42.2653 71.9177 12.7677 44.793 21.5796 15.1193 15.6059 52.1005 35.5514 19.1783
internal_count=201045 199246 28188 171058 151533 19525 6725 12800 8117 4683 7613 1318 148338 147371 124590 45410 23457 21953 79180 67757 22781 5437 1799 967 1288 17298 4607 1730 12691 4826 6295 2096 5483 2578 2953 2582 2270 611 24295 17552 4711 1538 1250 6743 6113 1046 5418 3173 1099 3893 855 11423 12841 11614 1446 334 954 3592 4199 1307 10168 1567 8601 1711 930 512 2905 781 504 1227 1064 667 4855 1418 3437 2357 1959 398 3527 3158 700 369 2458 639 402 4760 929 776 538 368 4661 667 875 695 460 332 3195 2882 1997 885 584 455 816 228 418 429 313 301 630 299 335
is_linear=0
shrinkage=0.0227381


Tree=319
num_leaves=112
num_cat=0
split_feature=180 220 19 185 7 162 152 222 214 177 127 123 214 150 145 149 202 13 12 229 222 232 180 8 181 19 150 195 6 197 176 231 174 19 227 214 157 136 175 70 194 152 226 188 78 122 190 197 208 228 150 136 144 195 229 122 122 134 123 150 49 6 231 210 195 212 124 231 134 119 45 154 210 224 190 198 55 214 188 56 136 93 154 214 192 195 208 180 40 202 181 161 202 134 219 212 7 41 187 154 195 183 39 39 181 136 150 41 226 228 130
split_gain=12.823 11.0735 11.6498 11.3046 10.9844 11.384 10.6731 13.1579 10.1944 9.96581 9.89845 9.82292 10.6176 9.73378 13.1968 10.8921 10.3557 12.4759 9.80383 12.3156 11.2854 11.2285 10.4357 9.6876 9.57189 15.3974 10.6615 9.11306 8.75541 8.54282 8.46478 8.43461 8.37203 9.58277 7.96523 10.1849 7.92248 7.76303 7.7545 7.71735 7.72094 7.55496 7.49332 7.40051 7.2922 7.77681 7.27809 9.81816 7.67746 8.90794 9.47968 7.21361 7.20702 7.17733 7.15487 7.14606 11.0267 7.08911 7.05969 7.05129 7.02439 6.99506 6.93958 6.76083 6.55052 8.54402 6.54299 6.52179 6.2372 8.51063 7.43307 7.10252 6.44063 6.17743 6.17112 5.90561 5.89706 5.79156 7.37265 5.72133 5.47441 5.3914 5.32639 5.9361 5.45276 5.2247 5.11639 5.085 5.05805 5.04534 4.96256 4.95265 4.87785 5.20228 4.82066 4.78999 4.77206 4.73319 5.95007 4.67335 4.61011 4.69852 4.59987 4.52863 4.4361 4.40973 5.00713 4.26356 4.14347 4.0919 4.05616
threshold=40675.545000000006 -0.025473807007074353 16.500000000000004 -1478.8889247104246 25305.750000000004 1.0031032634062285 103083.40125000001 0.00044434887240640824 0.01471415162086487 0.17752100840336138 15359.277442815677 0.7163286385707851 -0.0018864460871554909 -830.49999999999989 461.89460076345955 -2170.1249999999995 0.17029938846826556 3.5000000000000004 1.0000000180025095e-35 -0.003870196756906807 0.016704964451491836 0.013582705054432155 13307.954062500001 451282.50000000006 311322.40909090912 8.5000000000000018 -2470.4999999999995 28.560661764705888 247387.50000000003 1.058786918380453 9.5000000000000018 0.0029572844505310063 7.5000000000000009 11.500000000000002 -0.0036687076790258284 -0.013821232598274944 67149.000000000015 1.0452497215480079 9.5000000000000018 0.0033500000000000001 0.77113095238095253 139513.48071428575 0.014864782337099315 0.89753684635574416 1.0000000180025095e-35 0.11336312400637891 138.50000000000003 1.0717113822349076 0.0010854315478354695 0.010841931682080032 -1754.4999999999998 0.53846644973419922 -70.499999999999986 32.579473684210534 -0.0021080884616822 0.029347565758585076 0.029239969316081697 0.042886052303711973 0.8080164696054174 -2002.4999999999998 0.032250000000000008 518922.00000000006 -0.0050472842995077363 0.0083130425773561018 10.004385964912283 0.017282059416174892 32.381930184804936 -0.0094334026798605902 0.3363206357695902 1.5000000000000002 0.6362000000000001 95135.940000000017 0.0067058645654469737 0.023671478964388374 7.5000000000000009 0.075458066120904888 0.0045500000000000011 0.0011913000489585104 0.87238420453550491 0.037300000000000007 0.6342219013580862 -455.49999999999994 3903930.7425000002 -0.0037577848415821786 0.018927633150226896 30.948043184885293 -0.0391761977225542 12571.630000000003 0.59945936094493379 -0.062169356271624558 843102.50000000012 0.61578382822652389 0.16206943243741992 0.37870235805064695 0.0014715580036863687 -0.016572407446801659 23645.250000000004 0.29784080071730007 6.0023584905660385 738003.7350000001 6.0091743119266061 -2668.4999999999995 0.41511488797404378 0.50623214251712978 55057.950000000004 1.7274422625571721 -23.499999999999996 0.13722749191501779 0.013023812789469959 -0.0092653096653521044 0.47179375056612288
decision_type=10 2 8 8 10 10 10 2 2 8 2 10 2 8 10 8 2 2 2 2 2 2 10 10 10 10 8 8 2 10 10 2 10 10 2 2 10 10 10 8 10 8 2 8 8 10 10 10 2 2 8 8 8 10 2 8 10 8 10 8 10 2 2 2 8 2 2 2 8 10 8 8 2 2 8 8 10 2 8 10 10 10 10 2 10 10 2 8 10 2 10 8 2 10 2 2 8 8 8 8 8 8 8 8 10 10 8 8 2 2 10
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Tree=322
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split_gain=10.9754 10.1665 10.5212 10.278 12.527 10.0697 9.10507 9.25363 8.99604 11.2206 8.53967 14.3333 12.5444 12.0682 12.0078 13.572 11.5112 12.827 11.607 11.4269 12.099 10.4115 10.473 10.6644 10.3089 9.89601 9.69217 9.55156 13.3916 9.53396 8.51259 11.4358 10.881 10.416 10.6823 9.73062 10.1111 9.23219 14.9027 9.32123 8.88057 8.41158 8.29212 8.28342 8.20416 8.18661 7.95913 11.8983 8.22471 7.84653 7.56967 7.5243 8.34191 8.80477 7.40171 12.329 7.9396 7.23101 7.15945 7.01576 7.01001 6.83262 6.7081 7.3622 6.48982 6.44227 6.41382 6.37386 6.36562 6.1706 6.16196 6.47996 6.1546 9.32077 6.12683 5.88962 5.59553 5.36779 5.33707 5.14215 5.01328 4.93605 4.73213 5.7513 5.58321 5.74263 5.50009 4.6943 4.66253 4.6351 4.55116 4.42356 4.38205 4.30188 4.27117 4.2265 4.07574 3.94601 3.90109 3.85889 3.82425 3.80416 3.79986 3.79113 3.65311 3.58595 3.33978 3.23473 3.1649 3.07653 3.0693
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decision_type=2 2 2 2 2 8 10 2 2 8 10 8 10 2 10 2 2 10 2 10 2 10 2 8 2 2 10 2 8 8 8 8 2 8 2 2 10 2 10 10 8 2 2 2 10 2 10 8 8 10 8 10 2 2 8 8 2 10 2 2 10 8 8 10 2 8 2 2 2 2 8 2 2 2 10 8 10 10 10 2 2 8 2 2 10 10 10 2 2 2 2 2 10 2 2 2 2 10 10 8 10 8 10 2 2 2 2 2 10 10 2
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right_child=1 2 8 41 109 77 -8 30 51 58 19 13 49 25 24 -17 17 -19 -20 21 62 22 29 -25 -26 26 -28 45 -30 -31 32 60 33 35 76 104 -38 38 81 -41 -42 50 66 -45 61 -47 47 -49 -50 87 79 102 -54 59 56 -57 -58 -59 89 105 65 -63 96 -65 88 69 -68 68 -70 -71 71 74 73 -75 -76 -77 -78 78 99 93 -82 -83 83 84 110 92 -88 -89 90 -91 -92 -93 -94 -95 107 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_weight=13.601960718631743 520.97016227245331 22.940537034533918 8.5746397124603391 10.763332157395782 10.145670256577434 59.448157570324838 21.407683050259948 54.740835601463914 12.798072990961375 7.3796703163534403 6.3818832188844672 130.01557653583586 66.298312470316887 481.55238771438599 20.254083842039108 105.31204611063004 439.24940413236618 37.368423879146576 618.19363557174802 82.771648302674294 67.235569979995489 159.95491069555283 249.49650460947305 289.0560405254364 280.21773795224726 2328.0513058174402 168.06208541244268 393.38362699747086 367.6350444406271 1659.7278599096462 8.1233808584511298 6.9711304567754295 26.922702897340059 190.74140782281756 17.241648672148585 8.9411845607683045 156.61832870729268 157.72202019393444 21.154635393060744 326.73473421111703 67.853564953431487 5.2078395709395382 153.66304890625179 1027.4215782098472 7.5686390902847052 185.82094407081604 40.493587641976774 75.512367519550025 206.38794317469001 3.3372936453670254 10.695684108883141 25.551812392659485 18.688422730192542 10.881491915322842 67.808308084495366 21.344555595889688 191.43335030693561 280.9055567169562 9.7202963540330511 7.1146596604958168 10.063977761194112 19.529811402782801 4.9186002314090755 44.611524796113372 8.2635386064648646 253.40117772016674 25.622811378911138 21.028979599475861 40.095720544457436 224.11976177897304 5.3421598002314541 46.770587140694261 33.836535388603806 10.610359573736785 7.4408334717154494 8.3555782306939363 17.641797287389636 3.5967697780579329 5.4953682664781809 76.624894462525845 14.82834482565522 30.943914848379791 10.177661169320347 5.9520370131358495 3.9531526835635304 10.981069257482888 7.0968799702823153 10.092378503642975 15.835919729433952 6.1600305475294581 23.351815512403846 10.122777184471488 9.6667337678372842 6.9696381483227006 9.489740061573686 42.023713963106275 16.883083373308182 7.2202221946790806 10.037194754928349 9.1013150624930841 10.265188695862888 25.110049816779796 7.8664840329438439 9.2004613634198886 6.2412665346637359 25.450443792156875 8.3902715099975449 9.3587713027372939 8.4501447677612305 10.943485176190732 4.222132293507455
leaf_count=278 11149 217 86 143 76 1278 144 759 163 115 147 2724 1030 8116 444 2128 8788 1018 13178 1349 1258 2128 3596 2813 6013 33950 1320 5881 5393 20630 140 86 237 1995 109 139 2349 1744 207 3331 527 88 3750 13006 128 2721 379 832 2189 89 156 225 250 157 814 370 2455 7121 143 92 151 233 215 781 84 3568 645 140 255 2895 83 508 431 134 103 126 121 76 106 1119 192 436 185 166 93 139 146 274 160 79 303 182 166 82 207 948 756 76 170 128 127 584 174 98 77 298 98 188 80 187 85
internal_value=0 0.000215021 0.00334205 0.000279523 0.00631198 -0.00471346 8.62994e-05 5.62936e-05 0.00679263 0.0113607 -0.000237235 -0.000732505 0.000881159 -0.00143519 0.00174886 0.00550111 0.00173773 -0.00121395 0.00297254 0.000633142 -0.00342292 0.00102314 0.000187122 0.00327735 -0.00126115 -0.00186399 -0.00274045 0.00292055 0.0053725 -0.00055107 0.00135579 -0.000243358 0.00254522 0.00519104 -0.000335248 0.00712945 0.00794795 0.000929945 0.00267963 0.00395196 -0.00429326 -0.00275102 -0.00705365 -0.000406839 0.00266098 0.000963137 0.00357857 0.00831516 0.00127633 -0.00290771 -0.0065768 0.00238205 0.00562836 0.00890978 -0.00230522 0.0071957 -0.00358154 -0.00366398 0.0143233 0.0135636 -0.00227419 -0.00789512 0.00174242 0.00406062 0.00288772 -0.00329437 -0.00811337 0.00358469 0.00712261 -0.00386822 0.0169737 0.0188982 0.0108093 0.0150688 0.0220375 0.00276625 0.00914074 -0.00602043 0.000987604 -0.0089261 -0.00554394 -0.00803522 -0.00774432 -0.00377067 -0.00637822 -0.00851602 0.00608877 0.0104423 -0.00133424 0.000209027 -0.00541015 0.00588754 0.00125726 -0.0107231 -0.011673 -0.0122741 -0.00793492 0.00117781 -0.00230167 0.00942312 0.00732785 -0.00448483 -0.00589246 0.006579 -0.00769951 0.0187641 0.0119197 -0.00140163 -0.00398654 -0.00702697 0.00673283
internal_weight=0 13056.1 507.706 273.903 88.4766 229.276 12548.3 12526.9 233.803 108.194 10224.5 6517.3 1976.42 4540.89 535.799 235.328 1615.78 476.618 1139.16 3707.16 319.317 3387.85 2358.24 449.011 300.472 4005.09 2496.11 1029.61 450.407 1909.22 2302.47 985.007 1317.47 492.202 129.66 362.542 347.36 825.265 536.555 484.457 94.7763 185.426 185.668 1508.97 404.233 579.205 377.135 116.006 261.129 360.634 109.621 125.609 92.1905 73.5021 288.71 29.4679 259.242 347.204 91.1692 50.6668 580.774 27.0985 133.649 111.847 75.8053 497.85 179.286 82.9242 61.1247 477.521 75.2888 67.9092 67.3874 44.4469 54.2114 13.6977 34.8834 215.674 43.3035 94.2902 21.7995 52.0986 172.37 94.0734 76.7988 68.6236 17.2745 13.4297 56.6517 15.8803 39.1877 15.3306 20.6478 83.5945 78.2967 47.9758 21.8017 18.1017 22.8353 14.5967 20.3292 28.7068 33.4183 17.464 15.1825 32.5651 19.1536 18.8485 17.0248 21.0892 8.17528
internal_count=200799 196026 6486 3558 1045 4773 189540 189396 2928 1323 162411 110348 42647 67701 11309 4852 34133 9806 24327 52063 7552 44511 29167 4941 6457 56392 35270 15344 6742 24226 26985 11934 15051 5554 994 4560 4344 9497 5718 5075 764 2513 4542 21122 4520 8602 4159 1211 2948 8514 1627 1605 1206 956 3779 510 3269 8151 1157 623 7414 361 3010 2039 886 6741 4395 673 395 6463 935 820 782 565 611 209 230 4495 894 1357 278 643 3601 1928 1597 1419 331 363 645 222 463 270 305 1201 1673 1114 971 233 333 234 278 660 399 182 216 390 241 395 166 263 178
is_linear=0
shrinkage=0.0227381


Tree=323
num_leaves=112
num_cat=0
split_feature=190 197 156 157 121 191 224 228 133 7 26 178 185 195 180 197 19 40 229 185 220 211 29 7 195 141 41 154 141 132 156 184 180 211 175 157 208 176 208 15 135 217 11 222 141 169 135 207 190 233 180 181 120 179 12 197 145 196 149 17 179 205 222 121 162 15 196 74 219 205 152 229 161 205 179 179 183 195 142 184 187 187 17 134 208 41 219 190 125 197 233 187 57 120 226 197 179 124 230 162 224 213 195 197 197 6 133 136 228 207 177
split_gain=10.0615 13.8097 9.94421 8.5929 12.7471 9.77548 10.2705 9.42928 9.14744 8.75129 8.3021 8.41184 8.22659 8.62606 10.3162 11.9871 10.1023 8.89894 9.88702 8.39052 8.07488 10.5005 8.57033 8.53547 13.4112 7.73577 14.7966 8.06838 7.68582 8.33871 8.26391 7.64585 9.87875 7.33556 8.13102 7.32163 7.56778 7.39309 8.27687 7.28087 7.20019 7.18328 7.93877 7.09341 7.03404 7.01859 6.94943 6.93409 6.88127 10.0468 6.54489 8.53841 6.19481 7.64327 6.18886 6.56545 6.14572 6.06716 5.77009 5.71396 5.68084 5.66943 9.40247 8.23734 7.5002 9.34212 7.00973 9.43685 7.3944 6.26838 6.02018 6.48863 5.5844 6.96059 5.57276 5.5382 5.50441 5.50211 6.50229 5.44093 5.39612 9.34514 6.1083 5.23375 5.20923 5.12527 5.10919 5.38346 5.08442 5.07044 5.03086 4.93984 5.80898 4.93396 4.61513 4.59547 4.50092 4.37112 4.33771 4.14111 4.09138 6.29439 4.59447 4.06359 4.0362 3.97927 4.90166 3.91164 3.90535 3.8951 3.76997
threshold=71.500000000000014 1.0948117246540681 6703206.7500000009 1108005.7500000002 0.36694838085174758 86.500000000000014 0.0043877745047211656 -0.0058743502013385287 0.071237168310816168 25562.250000000004 1.0000000180025095e-35 0.78679653679653694 -34591.783216783209 24.502100840336137 8705.1075000000001 0.86707398061379004 12.500000000000002 0.57299269524350893 0.007452266290783883 -1602.4868983957219 0.0088619245216250437 0.010362637694925072 2.5000000000000004 11247.750000000002 21.408770806658136 0.36268792885021262 0.50918825950866653 617410.26000000013 0.092087549633916618 0.028650846959425096 980988.75000000012 360012.37500000006 8705.1075000000001 0.020173829048871997 3.5000000000000004 667800.69750000013 -0.02084422297775745 7.5000000000000009 -0.0048971846699714652 -14196.499999999998 0.055203458523471187 0.020397577434778217 3.5000000000000004 0.013308162800967695 0.6346553241440599 0.023443136724386728 0.40933943674832191 -0.057208349928259843 133.50000000000003 -0.0097004012204706652 17665.128750000003 86710.178571428594 4.9999457677843511 0.68757343959357897 1.5000000000000002 1.1360260022018236 984.6689204679061 0.6312685989364929 -1114.0499999999997 -2679.4999999999995 0.94039791385333416 0.030428050085902218 -0.01735220197588205 0.1308586891110711 0.85806508221144584 -14443.499999999998 0.32681785387236723 0.030950000000000002 -0.00019725034508155656 0.035798795521259315 42840.528750000005 -0.017151154577732083 0.345106189666959 0.023557067848742012 0.8256822574371353 0.88854557772801146 -1633.4999999999998 14.889444444444447 -1347.1339285714282 132135.37500000003 3.6367658889782786 7.3115818607621899 -6475.4999999999991 0.15286400172308848 0.040347270667552955 0.6321930890012285 0.015983712859451774 100.50000000000001 7.8863791923340179 1.0382315338406931 0.0014125014422461393 3.3915284625728375 0.071550000000000016 3.2549907581533932 -0.0083571518771350366 1.0538579092027864 0.38088524696303755 56.168377823408626 0.0035901190713047986 0.91068809454588318 0.01380786392837763 -0.032907389104366296 18.503012048192776 1.0402523987381054 1.0547492988478429 814270.50000000012 0.12714360277236475 1.3279565524549004 -0.0094370897859334928 -0.0047970649320632211 0.55363984674329514
decision_type=10 10 10 8 10 10 2 2 8 10 2 10 8 10 8 10 8 10 2 10 2 2 2 8 8 2 10 10 2 10 10 8 8 2 10 10 2 8 2 2 10 2 2 2 2 8 8 2 10 2 8 8 2 8 2 8 10 10 8 2 8 2 2 10 10 2 8 10 2 2 10 2 10 2 10 8 10 8 10 8 10 10 2 8 2 10 2 10 2 8 2 10 8 2 2 10 8 2 2 10 2 2 8 10 10 2 10 10 2 2 10
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Tree=326
num_leaves=101
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decision_type=8 2 8 10 2 8 2 10 8 8 8 10 10 8 10 10 8 2 2 2 8 2 10 8 10 10 2 2 2 2 2 10 8 8 10 10 10 10 10 8 10 10 2 2 2 10 10 2 10 10 10 8 10 2 2 2 2 8 2 2 8 2 2 2 2 8 2 2 2 10 10 2 10 2 2 10 10 10 2 2 2 2 10 2 10 10 2 10 8 10 2 10 10 10 2 2 2 8 8 2
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leaf_count=149 375 109 106 637 116 106 167 338 266 676 4955 79 568 4870 9416 162 3982 839 227 2079 6994 2255 1976 10792 1284 301 1378 1508 936 304 36262 194 902 1992 579 295 71 109 467 112 606 474 6022 37325 31841 6575 179 216 89 452 697 1223 112 297 96 133 128 4068 308 326 2131 427 618 362 164 85 119 118 120 93 272 563 126 68 140 159 161 132 84 663 127 86 559 251 77 98 71 106 110 70 78 75 103 146 96 78 1147 113 702 86
internal_value=0 0.000201157 -0.004324 0.00085987 0.000288466 0.000327781 -0.000860336 0.00112155 0.00285795 -0.00313988 0.0057883 -0.00190496 -0.00235779 -0.000773529 -0.0015732 0.000618796 -0.00484358 0.00193631 0.00254715 0.00372493 0.0061776 0.0113772 0.00369413 0.000991965 0.00679165 -0.000943955 0.00340158 -4.81998e-05 -0.00116914 0.00484623 0.000371437 0.000473511 0.00480651 -0.00545383 -0.00353112 0.00137469 0.00630884 -0.0082428 -0.00425535 0.00449346 -0.00643631 -0.0043076 -0.00601282 0.000363257 -0.000148039 0.00122798 -0.00978078 0.00617109 0.00200173 0.0106902 -0.00104499 0.00737289 0.00788981 0.00447182 0.00679692 0.00919042 0.0118181 -0.00671074 0.0118358 0.00451208 -0.00959433 -0.0100715 0.0142602 0.00332124 0.00538735 -0.00863367 0.0141176 0.000900221 0.00687816 -0.00804191 -0.0126066 -0.00254223 0.0151681 -0.00389192 0.00232 -0.00778596 0.00566901 -0.0117423 -0.011215 -0.00766612 -0.00707917 -0.0134604 -0.0122307 -0.00228524 -0.0141128 -0.00553592 -0.00941689 0.0124909 0.00027615 -0.0148644 -0.00748177 -0.0134048 0.00611127 -0.0170053 -0.00674437 -0.0162444 -0.0178211 0.0172491 -0.0171463 -0.0160951
internal_weight=0 13219.1 242.325 127.984 12976.8 12928.1 2540.26 876.57 624.812 251.759 359.477 1663.69 1564.36 962.322 868.917 10387.9 602.036 87.7236 1171.92 875.859 455.887 137.406 318.481 419.972 338.735 296.059 129.133 391.024 265.335 99.3305 9215.95 9024.58 214.846 205.153 197.981 142.397 46.6052 64.2447 191.377 36.3681 155.009 166.927 514.313 8809.73 5540.73 3269.01 114.341 93.4045 43.0713 72.4485 110.344 97.1459 81.4526 94.0875 81.8723 71.9228 64.6334 132.799 28.9478 34.1276 111.937 94.8092 57.0578 62.5637 67.3544 48.6847 22.0426 25.1474 16.9007 33.8968 89.1931 24.5626 12.9403 23.4278 12.7893 20.7411 11.8409 52.4038 27.896 31.9869 17.8779 46.3037 35.8954 13.8741 79.1223 26.2739 20.8635 11.0805 10.0707 42.6043 12.2152 24.828 6.50616 52.8484 9.94953 37.6456 49.7083 18.8888 34.2083 22.0213
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is_linear=0
shrinkage=0.0227381


Tree=327
num_leaves=91
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decision_type=10 10 2 2 2 10 2 10 2 10 10 2 2 10 8 2 2 10 10 8 2 10 2 2 2 10 2 2 2 2 10 10 2 8 10 10 8 8 8 10 8 8 2 8 10 2 8 8 8 2 8 8 10 2 10 10 2 2 2 10 2 2 10 2 8 2 8 2 2 8 2 2 10 2 10 2 8 8 2 2 2 10 10 10 8 2 8 2 10 2
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is_linear=0
shrinkage=0.0227381


Tree=330
num_leaves=112
num_cat=0
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decision_type=10 8 2 2 10 2 2 8 8 8 10 2 2 10 10 8 2 2 2 2 8 2 10 8 10 8 8 2 8 8 10 2 8 2 8 2 2 8 8 10 10 10 10 10 10 2 10 10 10 10 2 8 10 10 2 2 8 10 2 10 2 10 10 8 2 10 10 10 2 10 8 2 2 10 8 10 2 10 2 2 8 10 2 2 10 2 2 10 10 2 10 10 10 10 8 2 2 2 2 2 10 10 8 2 10 10 2 10 8 8 10
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leaf_count=611 623 196 305 1882 244 597 542 2817 92 147 688 385 1496 217 20298 7548 888 723 379 828 772 5254 3634 2659 80 239 9229 2396 1696 4776 496 629 8752 19539 773 210 347 816 399 1199 400 186 934 181 314 7864 3188 110 1125 192 2731 257 491 506 622 8740 275 378 422 563 275 410 257 114 4033 353 176 472 558 132 444 10374 576 1079 172 1554 177 256 142 327 2037 280 2471 1172 649 1110 1158 331 971 3828 632 921 279 2219 545 1059 1169 3630 1370 1008 637 242 536 173 4646 559 175 69 1453 641 8322
internal_value=0 -0.000251335 0.00244174 -0.000478465 -0.00112686 -0.0018005 0.000466528 -9.58442e-05 0.00151687 0.00280188 0.00369254 0.00817172 0.00319548 -0.00209921 -0.00110657 0.000886478 -0.00378371 -0.00132659 0.00796936 -0.00560743 0.00262484 -0.00110922 0.000301019 -0.00274584 0.00130544 -0.000208002 -0.00251203 0.00251897 0.00512686 0.00356159 0.000848322 0.00724727 -0.000281762 0.000489688 0.00156945 0.00542424 0.000916656 0.000121697 -0.00073757 0.00288278 0.00362539 0.00482303 0.00331985 0.00439685 -0.00190999 -0.00135285 0.000715699 0.00153253 0.00326402 0.0052881 -0.00542978 0.00660259 0.00785133 0.00955344 0.00254793 -0.00205186 0.00453893 -0.00253996 0.0141493 -0.00284482 0.00437378 0.00382932 0.00847799 0.001838 -0.00285729 -0.00424202 -0.00191669 0.00368094 0.00823095 0.0120478 -0.00317073 -0.00658974 -0.00730476 -0.00324865 0.0155928 -0.00142996 0.0118788 0.0055003 0.0052137 0.000551878 -0.000981666 0.00511914 -0.00384838 0.00225973 -0.00278903 0.0110069 0.0158455 0.00581366 0.00671252 -0.00606601 0.00228757 0.00330164 0.00822363 0.00156978 -0.00824271 0.00471551 0.00154335 0.00268078 0.00410121 -0.00356163 0.00192178 0.00957468 0.0168667 0.0154973 0.00257988 0.0109802 -0.00375545 -0.00669445 -0.00154366 -0.00246172 -0.00404714
internal_weight=0 11432.1 882.651 10549.4 6255.6 4414.88 4293.84 3467.16 1336.28 826.677 740.666 232.341 832.56 150.329 3280.46 942.212 1134.42 489.614 49.809 644.81 645.196 2130.88 1148.37 982.508 238.855 226.788 439.805 1089.58 418.506 366.855 671.079 93.7413 577.338 1840.71 1834.43 256.559 1577.87 1342.56 1123.8 296.578 234.516 241.592 227.979 218.76 2338.25 2028.98 709.148 1286.37 616.393 235.309 309.263 215.612 200.469 175.678 197.882 827.224 78.7546 51.0922 51.6508 246.699 682.231 664.326 155.818 212.459 297.015 261.777 554.346 98.4139 67.8391 55.1399 455.932 574.476 534.859 357.268 13.9238 284.497 140.878 69.7559 69.2263 55.0684 211.766 63.9152 439.215 70.3334 748.469 175.781 81.8658 93.9155 142.559 276.344 508.509 447.492 108.083 339.409 81.1029 161.944 508.325 433.381 355.45 77.9305 791.102 73.5777 71.1219 22.0565 726.648 126.668 147.851 276.503 133.931 1319.84 743.653
internal_count=201053 177894 9195 168699 102044 73898 66655 53777 22856 12878 10996 3672 8584 1536 49533 14428 24365 10527 1102 13838 9445 30921 14367 16554 2978 2898 9425 19259 6986 6472 12273 1125 11148 28146 23159 3123 20036 17274 14547 4106 2913 2907 2721 2727 35105 31991 11052 19821 8673 2762 3114 2570 2313 1822 2546 10441 1052 777 514 3597 7048 6773 1226 2340 4983 4386 8325 1338 866 690 6987 11838 10950 6267 282 5188 1475 762 686 544 3055 843 6743 2000 9389 2984 1543 1441 1787 4272 5547 4915 1200 3715 850 1923 7324 6155 5000 1155 8100 864 713 573 7463 969 2212 2800 1567 20939 13576
is_linear=0
shrinkage=0.0227381


Tree=331
num_leaves=112
num_cat=0
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split_gain=10.5384 14.1735 9.72134 10.7063 9.29012 12.7125 13.3921 11.2492 11.215 9.62473 9.42634 9.17658 12.2287 11.8174 9.60014 8.76059 18.0613 15.1844 11.3026 9.9799 17.1885 12.2667 12.0185 13.4165 10.6208 10.0202 9.89498 9.58551 9.26533 9.2502 9.22087 15.8226 10.796 8.99971 10.5367 9.28306 8.73402 8.56659 8.10629 8.09584 12.9573 10.4192 9.53607 13.2139 8.4514 8.08109 10.8987 8.44227 7.98033 7.96902 7.95767 9.33639 7.90883 8.1867 7.77698 7.71912 7.68824 7.57662 7.54491 12.7771 7.36716 7.31306 9.55004 7.28842 7.19207 7.1774 7.15854 7.06946 7.05478 6.84501 6.74611 6.72489 8.01835 10.28 6.65705 6.59009 6.56176 6.52934 7.99407 6.50946 6.47156 6.44904 7.05371 6.42932 8.87554 6.32189 7.09264 6.22147 6.8994 6.78566 6.21769 6.18096 5.94861 5.9326 8.0219 5.92043 5.9143 5.90672 6.39121 5.79193 5.69611 6.10938 5.69416 5.68718 5.64202 7.50251 5.63227 5.45778 5.7998 5.45655 5.44036
threshold=-173.75650568181814 0.34660151483492985 208.69794751616277 -1638.4999999999998 -15862.499999999998 1.0000000180025095e-35 0.0062183649279177198 0.35639200390198944 31.500000000000004 0.016453757882118229 0.71675926885947894 450003.37500000006 0.072850000000000012 0.068650000000000003 0.12660000000000002 -199.49999999999997 0.34269103252704741 8.4463601532567072 0.90448299994509307 32.004854368932051 -0.050489300861954682 135.50000000000003 0.30508121067038702 0.060650000000000003 -0.0081990892067551596 1239750.0000000002 14.500000000000002 38.500000000000007 -2145.4999999999995 0.59179667373276312 0.18105000000000002 -0.016236460767686364 0.11788562673551127 0.014401701278984548 548.84887960687968 26.500000000000004 0.10912698412698414 12.500000000000002 -0.013394956476986406 -434.49999999999994 -0.014263512101024388 0.0095357522368431109 614876.40000000014 -2061.4999999999995 -14.499999999999998 0.040679799392819412 -0.0073474829550832501 1.5000000000000002 165727.82812500003 0.069599762236841153 0.15403396681193152 -0.018802386708557602 0.10547590891984841 0.059993494302034385 -2797.4999999999995 4.5000000000000009 0.10003135050053848 -0.014505172148346899 5.5000000000000009 0.018364499323070053 0.046614958239326425 0.0011528764152899387 30003.000000000004 -0.020820965990424153 0.017037782818078998 86321.250000000015 0.11775000000000001 -0.0067190725822001687 0.052432432989111162 0.0063752529677003631 -180.49999999999997 0.73048297232982307 -3240.4999999999995 -0.0050564920529723159 110252.25000000001 0.15772287613398264 0.01446032337844372 0.78019323671497598 14.500000000000002 0.040350000000000004 9.9947368421052651 -1349.4999999999998 0.3714916490179011 -0.011361777782440184 146.50000000000003 0.0054904932621866473 59662.500000000007 18.500000000000004 20724.750000000004 294937.30875000003 0.0085515791398144362 3.5000000000000004 -0.015951481647789475 0.2103356216628528 876.49849102049768 0.015597973018884661 34406.707500000011 11.967028985507248 0.52086956521739147 -0.012259121984243391 2.5000000000000004 0.39490661973045971 16.500000000000004 0.24621212121212124 0.033050000000000003 0.031050000000000005 0.0044224043376743802 0.019527338445186618 1674901.5000000002 -3425.4999999999995 202653.00000000003
decision_type=8 8 8 2 2 2 2 8 10 2 8 10 8 10 8 8 8 10 10 10 2 10 10 8 2 8 10 8 10 2 8 2 10 2 8 10 10 8 2 2 2 2 10 8 10 2 2 10 10 10 10 2 10 2 2 2 2 2 8 2 10 2 10 2 2 8 10 2 10 2 10 8 2 2 2 10 2 10 10 10 10 10 10 2 10 2 10 8 10 10 8 10 2 10 10 2 8 10 8 2 2 10 2 10 10 8 2 2 8 2 2
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Tree=334
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split_gain=9.97231 9.95004 9.3931 9.4556 9.22662 12.4865 11.4217 11.6532 12.128 11.5348 11.0045 10.3438 12.381 9.93824 9.30651 9.25552 9.86131 9.48273 10.9796 8.83624 8.57222 8.4562 8.3928 8.3295 9.01756 8.34576 8.29504 8.3365 9.64213 10.1692 8.30927 8.06234 7.98697 7.9406 8.22142 9.11702 11.1195 9.93279 8.66742 7.87572 7.86053 7.02371 6.99058 9.55591 6.84803 6.8439 6.78889 6.6938 6.44795 6.39054 6.24024 7.15025 9.61382 7.48872 6.21789 8.55022 6.18057 6.13742 6.06954 5.97422 5.86394 5.80784 5.92216 6.18638 7.51147 5.76244 5.97339 5.98246 5.60975 5.58804 5.39358 5.31364 5.23093 5.16267 5.11691 6.51523 6.01807 5.04938 4.99314 4.94384 4.84338 4.83413 5.1177 4.7083 4.67868 4.67518 4.63256 5.29193 4.6231 4.61972 4.55058 4.53736 4.50249 4.47127 4.42968 4.36572 4.35743 4.34429 4.25522 4.11648 3.78479 3.62422 3.95288 3.50172 3.49736 3.39219 3.25661 3.25333 3.01856 2.98693 2.96763
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decision_type=2 8 2 2 2 10 2 10 2 10 2 2 2 10 10 10 8 10 10 2 8 8 8 2 2 10 10 8 2 10 10 8 2 10 8 10 8 2 2 2 2 8 8 2 2 10 10 2 10 2 10 2 8 8 8 10 2 2 10 10 10 2 10 2 10 10 2 2 8 2 2 10 2 2 8 10 2 8 8 2 10 10 8 8 10 8 2 8 8 10 8 2 8 10 8 2 2 2 8 8 8 2 10 8 10 8 10 2 2 10 10
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leaf_count=120 79 83 6092 115 115 207 122 2168 6977 1141 21080 295 1087 125 520 343 2813 6668 3498 62323 3052 21331 216 508 85 125 125 1908 93 195 69 2646 810 204 125 223 86 126 72 104 239 484 12754 14579 3391 166 53 133 524 225 154 71 1643 2290 127 145 100 447 121 149 425 68 173 2850 133 466 2049 184 159 176 153 159 68 155 331 202 478 119 156 228 581 88 207 140 136 82 36 202 345 74 379 251 289 122 94 84 129 252 90 674 102 178 117 127 214 820 110 120 94 67 89
internal_value=0 -0.00523894 0.000210379 0.000332285 3.2401e-07 0.000377045 0.000511238 0.000299443 3.42305e-05 0.00351558 0.0015142 0.00425857 -0.0010748 -0.00128802 0.00674787 -0.000628298 -0.000855739 -0.00131811 0.00105613 -0.000613248 0.00882558 -0.00251008 0.00503031 0.0015013 0.00660638 0.00965265 0.00119375 0.001387 0.00724412 0.0019849 0.00109782 0.00504181 0.00135891 -0.00282669 -0.00337205 0.000418221 0.00452032 0.00943528 0.0151745 -0.00480817 0.0108989 -0.00763077 0.00129675 -0.000273563 0.00224458 0.0113299 0.014235 0.0155578 -0.00436915 0.00146254 -0.00596488 -0.00668626 -0.00237448 -0.00967207 0.00466688 0.00946456 -0.00203342 -0.00154062 -0.00529284 -0.00355798 -0.00592332 -0.00563379 -0.00667974 -0.00799128 -0.00922671 -0.00908227 -0.0112701 -0.000648427 0.0103692 0.00215294 0.0222362 0.00604192 -0.00270697 0.00308952 -0.00143962 0.00154252 0.00678138 -0.00423112 0.00271181 -0.0138933 -0.00786427 0.0104748 0.0154817 0.0123634 -0.00380495 0.00883614 -0.0103478 -0.0119161 -0.0074634 -0.0105537 0.0187544 -0.00689503 0.0190391 -0.0112748 0.00150195 0.0140023 0.00141565 -0.00482614 -0.00143191 -0.00705328 0.00324018 -0.0028844 0.00284676 -0.00610465 -0.00346088 -0.0137312 -0.0103612 0.00673097 0.00054324 0.00251875 0.000671429
internal_weight=0 167.367 13086.7 12589.1 9811.52 7596.38 7445.69 7056.18 6526.66 529.517 1982.85 389.519 125.505 2215.14 264.014 1874.05 1843.85 1715.75 573.801 4543.81 210.652 1141.95 128.104 2777.53 147.812 111.146 2629.72 2576.5 111.492 74.816 2465.01 437.574 97.9312 497.654 484.875 183.824 108.026 70.7433 44.0641 341.089 12.7789 140.385 2416.16 911.742 1504.42 27.0607 67.1999 36.6762 105.456 43.9456 306.819 293.896 126.564 167.332 34.2701 26.2955 15.564 53.3617 75.7983 91.9431 150.686 301.051 270.618 232.983 208.383 130.37 105.029 22.9252 30.2029 24.6001 20.2427 26.9825 36.6668 30.433 80.5034 66.597 40.0999 47.7554 22.8072 82.1034 65.2337 21.594 14.9926 20.049 17.4566 21.1115 70.1825 65.3734 48.8468 189.53 44.3927 29.4151 36.5792 46.5369 18.6969 30.1725 37.6345 37.2825 26.6792 53.2183 18.853 30.5057 19.9588 26.4971 20.7104 60.1331 40.2395 10.0148 25.3415 16.4336 11.7857
internal_count=200894 4241 196653 189451 152387 111591 108763 102576 96472 6104 28057 6187 1873 40796 4314 36037 35535 34310 10166 68415 3347 24144 1225 37064 1675 1271 35389 34590 1434 988 33156 4814 925 7202 6759 2265 1138 800 487 4759 443 3708 32632 16487 16145 361 849 446 1611 422 4283 4129 1768 2361 476 372 245 967 1127 1290 2828 4494 4057 3460 3159 3505 2927 650 502 301 246 533 404 437 1563 1232 680 627 345 2277 1006 454 295 262 292 197 1265 1058 524 2924 504 336 415 792 214 300 597 338 313 799 235 468 290 552 282 1022 455 203 578 200 211
is_linear=0
shrinkage=0.0227381


Tree=335
num_leaves=112
num_cat=0
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split_gain=13.0201 19.5994 17.4758 12.2927 13.5906 13.1578 10.7383 10.4911 9.16293 10.2395 8.91176 8.94457 10.087 9.58523 9.45138 9.69557 8.79391 11.3294 10.0844 8.64403 8.46151 8.30322 17.9125 11.5455 9.21569 8.89652 16.6809 8.79856 8.29136 8.35777 8.10861 8.04068 7.81206 7.66139 7.59982 10.286 7.41425 10.0348 8.83183 7.4023 7.23853 13.5187 9.55328 7.40554 7.24886 9.35132 7.15154 9.79337 8.23077 8.67958 7.94929 7.05009 6.99314 6.98013 6.9608 6.95124 6.75313 6.71008 6.59854 6.39569 6.36057 7.90352 6.34119 6.3287 6.24064 6.16197 6.10858 5.87796 5.80224 5.70581 6.90136 8.55389 6.32721 5.45478 5.80592 5.41694 5.39728 5.37098 5.16544 5.14503 5.07356 5.0506 5.0361 5.33401 4.85467 11.3579 7.25977 6.05844 5.84092 5.74605 4.78533 4.72721 4.64126 4.43817 4.41119 4.38776 4.29268 4.56913 4.12892 4.02662 4.02116 3.99252 3.89162 3.88543 3.84303 3.67282 3.44388 3.29012 3.27221 4.22613 3.21334
threshold=0.027623278172234551 0.028778343831596668 38.500000000000007 71.500000000000014 317139.9167182275 -1244.284868983957 860595.75000000012 31.500000000000004 0.079999348153503402 82520.250000000015 -0.089921459555625902 -0.016062191687524315 5924.2275000000009 3821676.4350000005 -604.49999999999989 0.45193644937180638 1.0000000180025095e-35 0.9289744597220374 -0.010600595735013483 0.06235000000000001 1337729.3100000003 1.2134721603605236 -1.0000000180025095e-35 1.5000000000000002 0.049999856481893867 4193.5950000000003 -1239.4999999999998 -32.499999999999993 0.012350000000000002 0.00021386193839134651 0.0015231724828481676 -485.49999999999994 -0.01556284725666046 -0.0085826995782554132 3.5000000000000004 -21155.499999999996 0.98778408307636145 -3903.4999999999995 -0.003003069199621677 10.500000000000002 738003.7350000001 458827.35750000004 -0.058943010866641991 0.10625000000000001 0.24250000000000002 0.049929425120353706 0.16391904427156848 54075.000000000007 27902.250000000004 0.999946814165659 0.0029666728805750613 6279.2843809256201 0.01219224324449897 937248.75000000012 -850.93749999999989 1.0001085411581256 0.021350128576159481 0.0482779216254395 0.0066500000000000005 0.057404961037950682 0.15963974595069888 0.31244283975053577 0.40513057750894882 25376.040633890563 0.16015037083781816 -0.015800944529473778 0.029357242483378888 428.50000000000006 0.0037681803805753593 6.5000000000000009 7.6960403726708089 26.500000000000004 -0.033057071268558495 0.022234952077269558 1248219.0000000002 -0.0036735192406922574 613.7691748530234 -10723.499999999998 -2543.4999999999995 -597.49999999999989 120084.75000000001 6181.380000000001 0.011212059296667578 0.022712500000000004 -0.0020597382681444283 0.13862132150096476 0.1730114486211228 0.92376868496067022 -0.0093833790160715563 0.6480733432686695 0.00078864395618438732 21426.795000000002 1094239.6537500003 0.0049062187317758807 59008.988571428585 0.0043950304388999948 -6585.4999999999991 0.0090342108160257357 0.037769118323922164 39292.088433794474 0.017320500000000003 -1404.4999999999998 0.054777431670766784 0.021669000000000004 0.042231128528329595 0.050589784832127824 -0.0020170324714854355 0.96833386634505458 -0.0049120080657303325 2.5000000000000004 -8013.4999999999991
decision_type=10 10 10 10 10 8 8 8 10 10 2 2 8 8 10 2 2 10 2 8 10 8 10 2 10 8 10 10 10 2 2 8 2 2 10 2 10 2 2 2 10 8 2 10 8 2 8 10 10 8 2 2 2 10 10 10 2 10 8 10 2 10 8 2 10 2 10 8 2 10 8 2 2 2 10 2 8 2 10 10 10 8 2 2 2 2 8 8 2 10 2 10 10 2 10 2 2 2 2 10 2 10 8 2 2 10 2 10 2 8 2
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Tree=338
num_leaves=112
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decision_type=10 10 10 10 2 10 10 10 8 10 10 10 2 10 2 2 8 2 8 8 10 10 10 10 2 8 8 2 2 2 10 10 10 2 8 10 2 2 8 2 8 2 2 2 10 10 10 2 10 2 2 2 8 10 8 8 10 8 10 8 2 10 2 2 2 10 2 2 8 2 2 2 2 8 2 10 2 10 2 8 10 2 2 8 2 10 10 8 2 2 2 2 2 10 10 2 2 8 10 10 10 2 2 10 2 2 2 10 2 10 2
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leaf_count=161 158 5732 20040 125 575 402 15510 20974 145 4244 3469 1063 2852 186 182 285 2160 267 623 152 426 193 104 49349 153 745 94 211 249 9113 1680 6869 84 366 3312 249 993 123 107 222 910 214 145 557 2071 279 438 576 410 1214 2570 8379 376 356 1445 3097 369 396 141 488 244 102 172 163 281 285 340 80 3715 474 378 1648 336 388 201 244 93 141 148 147 101 664 640 626 125 122 203 2853 653 457 149 1366 2142 52 115 223 83 68 123 69 116 206 111 513 85 94 62 141 94 173 310
internal_value=0 0.000392869 0.000465884 0.000767345 0.00256082 0.000332355 -8.55636e-05 -0.000724744 0.00185765 -0.000412617 0.00166895 0.00245809 0.00295434 -0.00175786 0.00819485 -0.0058734 0.00319663 -0.00353095 0.0014033 0.00566902 -0.000881015 -0.00179371 0.0014807 -0.000886795 0.000890978 0.00534951 -0.00172845 -0.00614373 0.00382615 0.00333458 0.0015675 0.00535134 -0.00549747 0.00677953 0.0082122 -0.00251857 0.0100457 -0.00208375 0.00231807 0.00718773 0.0102454 -0.00329569 -0.00651278 -0.00141035 0.00273747 -0.00266836 -0.00226188 -0.00261298 0.000720821 0.00470574 0.00635128 -1.34229e-06 0.00878705 0.00204083 0.00112662 0.00227373 -0.00547794 -0.00137948 0.00145192 -0.00161105 -0.00518094 -0.0067333 -0.00716304 0.00755492 0.0136446 0.012783 0.0173112 -0.00755771 0.000386512 -0.00365635 -0.00179329 -0.00471812 0.00564954 0.00789798 0.0105702 0.00806257 -0.00805229 0.00394692 -0.00118084 0.00728862 0.0144955 -0.00798668 -0.00380222 0.00376855 0.0235329 -0.00887466 -0.00991085 -0.0109394 -0.00725045 -0.0118041 -0.00871514 -0.00994437 -0.00980826 -0.0113392 0.00200034 0.00439642 0.0108494 -0.0117504 0.011996 -0.00866878 -0.00715379 -0.0117414 0.000940215 -0.0062796 0.000362665 0.00306956 -0.00986667 0.0148884 0.0073552 -0.0124396 -0.0134803
internal_weight=0 12910.7 12751.5 10422.5 2026.23 8396.23 6596.85 4839.01 1799.37 4571.18 1757.84 1482.09 1406.59 258.076 36.7734 267.831 1768.15 334.447 127.693 90.5525 2329.04 1681.35 647.691 3978.49 629.187 434.107 72.6625 75.5025 1555.57 1453.87 783.048 670.821 91.0128 361.445 307.611 275.748 101.699 1653.86 190.909 100.939 84.9811 89.9696 206.754 53.8337 592.696 1462.95 1396.22 1355.76 1365.27 202.184 181.717 1163.08 22.9909 538.175 491.935 423.942 67.9931 212.586 146.96 115.306 159.159 145.164 248.023 19.8075 37.8977 84.6764 31.6592 198.428 1121.13 221.303 188.434 124.348 30.3455 40.4646 31.6543 24.7757 81.2033 18.6171 52.6548 18.3988 11.4802 59.624 252.757 64.0862 19.5189 179.811 166.805 156.539 47.8867 55.4013 124.806 66.7285 118.384 105.1 13.2834 20.3578 12.0665 32.8687 27.486 41.9541 65.6255 151.14 25.802 34.256 25.9721 13.0065 27.3027 18.5037 13.9951 101.512 95.5179
internal_count=200697 193936 190088 157273 27038 130235 107360 82990 22875 76638 24370 19636 18362 3687 368 6352 23351 6761 2650 2027 32815 25979 6836 70323 6591 6116 1136 1274 21349 19822 10793 9029 898 4980 4057 4734 1527 25663 2576 1255 1033 1321 4111 923 6315 23087 21442 20616 16759 4194 3784 12565 625 5693 5337 4542 795 2002 1405 1063 3848 3510 5904 448 898 1278 746 3966 12094 3319 2777 1773 550 826 342 389 814 408 1129 396 249 771 4109 1004 465 3558 3384 3181 747 550 3102 1645 2953 2677 276 408 185 542 316 471 597 3059 264 733 201 174 575 245 338 2625 2452
is_linear=0
shrinkage=0.0227381


Tree=339
num_leaves=112
num_cat=0
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split_gain=10.6096 8.98273 10.462 8.6452 8.11925 10.2463 8.06489 10.9813 9.47033 12.1767 11.9967 12.0333 10.6842 10.0947 9.98718 13.6536 9.44173 9.02303 8.9787 8.97317 8.96515 8.9627 10.6178 10.2462 9.9116 8.94358 9.84698 9.7831 9.78666 12.1241 9.52118 8.78545 8.53455 8.44508 7.87086 9.10765 7.9485 10.5949 9.85222 7.75505 7.70749 7.59957 8.18025 12.5993 8.15718 8.7846 10.1518 7.88516 7.59413 7.44326 7.44125 8.16958 7.4149 7.36964 7.23108 10.2338 10.5561 9.03292 8.49822 7.17544 7.17521 7.13552 7.10214 8.55432 7.72782 8.36024 7.06772 7.04606 7.78244 6.99231 6.92309 6.77859 6.50163 6.4932 6.45774 6.45058 8.71151 8.45126 7.5036 7.38325 6.60148 6.20349 6.20115 6.06336 6.04601 5.97028 5.86006 5.80749 5.77086 5.7591 5.71421 5.68259 5.45632 5.41306 5.22361 5.16908 6.54155 5.04323 5.02099 5.01135 5.00442 4.83743 7.13843 4.82538 4.61178 6.40728 4.27513 4.25546 4.24442 4.22375 4.15021
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decision_type=10 2 10 10 10 8 2 10 2 2 2 2 2 2 10 10 8 2 10 10 8 2 2 2 10 2 8 2 2 8 8 2 10 8 10 10 2 10 2 10 10 2 2 2 10 8 10 2 10 10 10 2 10 10 8 10 10 10 8 2 2 2 10 2 10 10 8 8 10 8 2 10 2 10 2 2 10 2 2 2 8 2 10 2 2 2 2 2 10 10 10 2 2 10 2 8 10 2 10 10 10 2 8 2 2 2 2 10 8 2 10
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internal_count=201237 122340 58783 20172 12096 9373 38611 78897 5357 8076 76341 49202 12528 36674 3827 32847 63557 8605 4080 4525 3595 2433 2004 3992 2908 6863 3084 2556 2016 54952 42541 41571 30889 4281 10682 2667 1742 12411 8015 504 7511 26608 7089 5921 944 31596 30920 29671 1249 1084 4204 31748 23376 1255 8372 7196 1818 1356 5378 22121 17331 3337 1251 3518 2893 1698 3779 11110 4991 6119 3284 2835 2258 864 702 970 867 643 1923 3841 401 4080 1041 748 27139 15167 9801 5366 3348 2391 1327 2018 5731 11972 4279 7693 5607 1865 1829 3742 1464 2723 4016 942 1492 5711 649 925 2420 4289 1971
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Tree=342
num_leaves=112
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decision_type=10 2 10 8 10 10 8 8 2 2 2 8 2 8 10 10 2 2 8 2 2 2 8 10 8 2 2 8 10 2 2 2 2 10 8 10 2 2 2 2 2 10 8 2 2 2 2 10 10 8 2 10 10 10 2 8 2 10 10 8 2 10 8 8 10 10 2 2 2 2 8 2 2 2 2 10 10 2 2 2 2 10 8 2 2 2 8 2 10 2 10 2 2 10 10 2 10 2 2 2 10 2 10 2 10 10 10 8 2 8 10
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leaf_count=287 1145 273 2040 315 1017 301 3221 438 654 1056 350 147 981 224 1845 1648 1354 316 3029 259 246 2342 2409 93 4700 249 485 455 13059 4887 1843 56 5098 3394 1702 990 672 111 777 670 462 227 1367 1517 2045 1777 284 3128 2269 4756 214 364 98 11668 865 5422 2336 1055 7399 8706 8040 439 16872 3182 598 223 1639 929 129 81 239 3155 1968 1150 5505 11030 138 611 692 490 816 305 1418 102 564 2602 463 292 309 239 114 106 301 634 903 3274 1088 188 204 572 222 136 343 579 2877 899 1544 468 623 637 157
internal_value=0 -0.00113466 0.000500849 0.000178754 -0.001373 0.002263 -0.00165792 0.000480712 0.000932999 0.00176988 -0.00186277 0.00519407 -0.00014582 0.00122746 0.000677461 -0.00374053 -0.000665644 -0.00183732 -0.00668977 0.000340774 -0.000146779 -0.000514429 0.000747592 -0.00356676 0.00249754 -0.00147003 -0.00109976 -0.000568126 0.000176214 0.00326854 0.000905251 -0.00136273 -0.00603893 0.00751449 -0.00631571 0.005844 0.000168173 0.00750416 -0.00575183 0.00500598 0.00708987 0.00594002 0.00937074 0.00722012 0.000788933 -3.25247e-06 -0.00133137 0.000719826 0.00350643 -0.00231366 0.00124923 0.00964376 0.00161664 0.00138454 -0.00125301 0.00231798 0.0060343 -0.00366405 0.00167112 -0.00442552 -0.00191712 0.000878448 0.00143459 -0.00400052 0.00379759 -0.00107665 0.00634834 -0.00414535 -0.00246005 0.0102128 -0.00788878 -0.000571054 -0.00297691 -0.00233684 -0.00176483 -0.00209152 0.00865954 0.00430007 0.00854354 0.0026949 0.00470451 0.006656 0.00818204 -0.00229222 0.00832318 -0.00399971 -0.00929006 0.009194 0.00970301 0.00687854 0.00883661 -0.00160479 0.00912754 0.00149252 0.00511063 -0.00900183 -0.00536932 0.0133023 0.00207071 -0.0028606 0.0142569 0.0161019 0.0152423 0.0188992 -0.00567207 -0.00291288 -0.00838481 -0.00681625 0.0111703 0.00275183 0.0190571
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is_linear=0
shrinkage=0.0227381


Tree=343
num_leaves=112
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split_gain=12.1927 11.7489 12.0492 11.0096 12.4448 11.8497 10.9646 10.9791 10.3488 10.3158 11.3742 10.506 9.7251 10.4766 10.6394 18.7362 9.63074 9.28871 9.28331 12.4082 9.19912 10.2031 8.83372 8.79985 8.63549 8.47417 8.62147 8.52416 8.35434 8.21023 10.9517 10.3988 8.20755 11.4305 8.78259 8.12452 11.687 8.10689 8.00906 7.98054 8.41255 7.9761 7.94214 7.90582 11.1547 7.9614 7.81768 12.1493 10.3954 7.78156 7.68436 7.66988 7.56601 7.55803 7.47377 10.4432 7.76634 11.6187 9.19316 7.52536 7.4556 7.28361 8.577 7.03425 9.08141 7.83896 6.97632 6.96896 6.95927 6.89989 10.1877 9.70123 6.88997 7.14269 6.96818 6.77662 8.08151 6.61469 6.55786 6.55275 6.54635 6.40144 6.23907 6.18407 7.09248 6.17132 6.08378 5.99603 7.45671 6.80222 5.9939 8.64979 7.6258 5.88577 12.9845 5.8577 5.84103 5.79408 5.76487 5.61094 5.50397 5.49106 5.52766 5.45158 5.37155 5.32103 5.46862 5.28319 6.12092 4.92284 4.83221
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decision_type=10 10 10 8 10 8 2 2 8 10 10 2 8 10 2 8 8 10 8 2 10 2 8 8 8 2 8 2 10 10 8 8 2 2 10 2 2 8 2 8 8 8 8 2 8 8 2 2 2 2 8 8 8 10 10 2 2 2 10 10 10 10 10 10 10 2 10 8 2 8 8 2 10 10 8 10 10 10 2 10 10 10 2 2 10 10 10 10 2 10 2 10 2 10 2 10 2 2 2 2 8 2 2 10 2 8 2 2 2 10 2
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shrinkage=0.0227381


Tree=346
num_leaves=112
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decision_type=10 8 10 2 10 10 2 10 2 8 10 8 10 10 10 2 10 2 8 2 10 10 2 10 2 2 2 10 10 10 2 2 2 10 8 8 2 10 2 10 2 8 2 10 2 2 10 2 10 2 8 8 8 10 10 10 2 10 10 10 8 8 2 10 8 10 10 8 10 2 8 2 8 10 2 2 8 10 8 10 2 8 8 8 8 2 10 8 2 2 10 2 10 10 2 8 8 2 2 10 10 8 10 2 8 2 10 8 2 10 2
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is_linear=0
shrinkage=0.0227381


Tree=347
num_leaves=103
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decision_type=2 10 2 10 10 8 10 10 2 2 8 10 2 2 8 10 2 8 10 8 2 2 8 8 2 8 10 8 10 2 8 10 8 2 2 10 2 10 8 2 10 2 10 10 8 10 2 2 8 10 8 10 2 8 2 2 8 10 10 10 2 10 2 8 8 8 2 2 8 2 10 10 2 2 8 2 2 8 10 10 2 2 2 10 8 10 8 8 8 8 2 2 2 10 2 10 2 10 2 10 8 2
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internal_weight=0 2735.97 2702.27 10525.4 163.231 10362.2 2578.22 796.733 741.337 497.078 88.7657 69.8969 1781.48 408.313 372.508 10267.9 995.204 619.234 227.64 112.528 115.112 391.594 350.448 375.971 151.681 224.29 152.175 132.63 244.259 786.279 357.465 428.814 79.403 21.9003 10224.3 10187.8 269.373 51.9732 217.4 124.051 84.4914 26.4996 13.6958 10120.1 10075.4 3348.28 6727.12 67.705 94.3001 349.411 43.5605 215.267 196.697 44.7151 24.7703 334.387 35.8047 72.1152 55.3961 44.3203 15.0236 28.9916 88.0915 37.2396 136.545 25.2869 57.9918 30.2823 57.5027 111.258 89.9851 69.5298 12.7981 41.1459 26.6859 64.2723 40.7631 26.942 13.67 50.8519 13.5374 7.02468 12.8038 36.5016 29.0821 33.704 84.2415 11.0758 11.5345 13.0159 18.8688 21.273 60.3183 57.5904 11.2329 39.5594 30.4575 31.9925 4.85267 18.57 77.6336 73.3773 18.4952 11.5423 19.0505 31.8962 6.70343 28.8513 50.8869 11.787 23.9162
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split_gain=11.8867 8.0988 8.13922 11.3994 17.8724 16.3675 13.6111 12.8773 11.4626 10.7003 10.0618 10.5796 10.6155 9.89728 9.7665 9.23716 12.5093 14.2716 9.16308 8.35132 8.34198 8.09383 9.31765 9.3081 8.00491 10.6927 8.68296 7.96549 8.25108 7.82908 8.86057 7.82744 9.94209 11.845 11.2321 8.03601 8.88964 12.1988 10.5946 7.74114 7.27418 7.27232 9.66434 11.8741 9.91609 9.12428 11.9021 14.7318 11.1762 9.69391 8.63439 8.50789 8.47046 7.93785 7.48732 6.99312 6.90789 6.66066 6.64588 7.84082 7.00176 6.59671 6.59162 6.58918 8.91461 7.55375 6.43029 6.40921 7.47257 6.33774 6.2027 8.63063 8.35579 7.979 10.8255 7.84852 8.02161 7.68738 6.00265 8.63152 5.98491 7.15099 5.9819 5.91962 5.90067 5.78055 5.67649 5.45053 5.39948 8.52435 5.33441 5.09235 5.04159 5.54814 4.80248 4.60792 4.49125 4.39124 4.66868 4.13326 3.84992 3.75214 4.66526 3.97401 3.42534 3.23264 2.93378 2.91527 2.86175 2.73639 2.38253
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is_linear=0
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Tree=350
num_leaves=102
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decision_type=10 10 8 8 10 8 2 2 8 8 8 2 10 2 2 10 10 2 10 8 8 8 8 2 8 2 8 10 8 10 8 10 10 10 10 2 2 8 2 2 2 2 2 8 2 2 2 2 10 8 8 8 10 8 10 10 2 2 10 8 8 2 8 10 2 8 2 2 2 10 10 10 8 2 2 2 8 8 2 10 10 2 2 2 8 8 2 10 10 2 8 10 2 10 2 2 10 10 8 2 8
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leaf_count=158 85 75 32 263 118 74 1175 266 175 6577 2413 3721 835 3151 3364 90 118 119 81 77 460 285 245 162 27582 72255 11027 1786 11383 5245 1671 8657 4656 252 17075 547 1808 643 114 819 375 895 387 779 82 79 116 97 138 71 106 95 141 48 206 87 93 331 246 245 89 127 202 111 84 90 293 179 165 113 108 140 78 77 81 113 154 55 73 104 119 167 118 334 159 156 56 191 123 71 152 195 153 812 90 77 130 108 108 546 62
internal_value=0 -4.96247e-05 -1.1528e-05 -0.000140938 0.000189887 -0.00119214 -0.00142969 0.00212989 0.00485043 -0.00192587 -0.00541362 -0.00630717 -0.00135533 0.00635875 -0.0037607 0.00255937 0.00535439 0.00652926 0.000270829 0.00170544 -0.000910219 -0.00622176 0.00261764 0.00651542 -0.000431747 0.000256583 0.0011481 0.00200221 0.00470084 0.00109189 -0.00122793 -0.00180494 -0.000184835 -0.000478762 -0.000585559 0.00214862 0.00600474 0.000447856 0.0100765 0.00744325 0.00927988 0.0136875 0.00449761 -0.00536888 0.00436019 0.000866809 0.00396812 -0.00367197 0.00908032 -0.00088511 0.00887082 0.0107076 0.0131067 0.0171416 0.0208422 0.00318598 0.00963629 0.00852406 0.00124613 -0.000497247 0.00620808 -0.00885547 -0.00854212 0.000531088 -0.00195312 -0.00717345 -0.0106397 0.00381152 0.00910893 0.0112545 0.0161517 -0.0121928 0.00264322 0.00662634 -0.00602555 -0.0111578 0.00763612 -0.00927299 -0.0127066 0.00185666 -0.00328399 0.00192996 0.0178909 -0.00811511 0.0111571 0.0124096 -0.0145856 -0.00618837 -0.0026199 0.000261775 -0.0109547 -0.0128812 -0.00669805 -0.016224 -0.00381665 -0.0143641 -0.00798608 0.0249152 -0.00641404 -0.0157493 -0.00619112
internal_weight=0 13004.4 12956.9 12343.7 9394.27 2949.43 2864.42 346.962 256.824 2517.46 343.655 329.716 2173.8 233.986 595.77 613.21 270.871 249.238 342.339 292.584 194.037 74.8214 119.216 98.5467 1578.03 9331.34 3085.63 2270.73 563.738 1706.99 814.906 782.207 6245.7 5553.06 5495.91 692.64 205.331 487.309 32.6993 240.547 194.183 92.7162 101.467 90.1377 220.337 129.948 103.52 42.4702 61.0495 40.6666 90.389 83.0234 71.974 49.6597 38.7506 27.7325 43.2596 57.156 42.8831 46.3641 85.0114 47.4448 62.9275 22.1561 75.956 49.7553 47.2546 29.0751 65.3788 56.5598 32.9555 45.7463 41.7358 30.5912 28.9296 43.9012 17.4345 26.4278 40.7714 22.3144 19.6326 23.6043 19.3137 22.8382 57.8801 17.0103 36.9331 21.633 13.5808 11.3549 35.8967 20.0456 14.391 33.6753 11.0493 32.5463 14.1002 30.0402 11.1447 28.9189 8.91574
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is_linear=0
shrinkage=0.0227381


Tree=351
num_leaves=112
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split_gain=11.8202 8.55397 7.99205 7.98559 10.8785 12.4406 11.6132 11.4756 11.4867 10.8683 14.8485 10.1723 9.56565 8.94494 8.89917 12.1784 9.64073 11.1689 9.45688 9.30623 12.5222 13.1409 12.0546 11.4062 10.932 12.1419 10.67 10.7962 10.475 10.4039 13.9104 12.6455 9.87319 9.75685 14.6768 11.1228 9.28401 9.10084 8.66114 8.52466 8.37016 8.28034 9.4909 7.98276 12.0027 9.54027 7.88708 7.8715 7.79223 11.1379 7.74943 7.73489 7.72672 7.71972 7.63958 7.61325 8.58368 7.56543 7.55075 7.33773 7.30567 7.09789 7.01637 6.95265 6.86553 6.69731 6.56594 11.7965 7.11756 6.5306 6.46279 6.30277 6.295 6.34096 6.22401 6.13495 5.59574 5.53342 8.80623 6.15675 5.51574 7.89993 5.3831 5.3002 5.28468 4.85993 4.83127 4.82341 4.81342 4.70696 5.50679 4.67489 4.65506 4.88671 4.58245 4.51649 4.50345 4.02711 3.91819 3.82141 4.74433 3.79051 3.14912 3.04677 3.42969 2.9516 2.75883 2.6043 2.51464 2.3132 2.19045
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decision_type=2 10 10 10 2 10 10 2 2 10 2 8 8 2 10 2 8 8 2 2 10 2 2 10 2 8 10 2 10 2 2 10 8 2 10 2 2 10 2 10 8 10 2 10 10 10 10 2 2 2 2 10 2 2 2 2 8 8 2 10 10 2 2 10 10 2 10 8 2 10 8 10 8 2 10 2 2 10 10 2 8 2 2 2 10 2 2 2 2 8 2 2 8 8 10 2 10 2 2 2 10 10 2 8 10 2 10 10 2 2 2
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Tree=354
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decision_type=2 10 10 8 2 10 2 2 2 10 2 2 8 8 10 2 8 8 2 8 8 10 10 8 2 10 8 10 2 2 10 10 10 10 8 10 10 2 8 8 2 2 2 2 2 8 10 2 8 8 2 8 2 2 2 8 10 8 8 2 2 2 10 10 10 8 10 10 8 2 2 10 10 10 8 10 2 2 10 2 10 2 2 10 2 2 2 10 2 2 2 8 8 10 10 2 8 2 2 10 10 2 10 2 8 10 8 2 2 8 2
left_child=2 4 3 45 6 30 7 28 10 62 13 16 -13 14 -9 -15 -12 18 32 20 29 22 23 -21 25 -23 -6 55 61 33 54 -26 34 -19 35 -8 -36 38 70 46 -20 43 -43 -11 78 -1 83 -24 52 50 -41 -51 -28 -29 60 -4 77 74 92 66 -5 -2 71 -64 79 68 -22 84 -66 72 73 -10 -42 -3 -32 -70 -77 -57 -40 -60 81 85 -79 -30 -67 -80 -61 99 -86 96 -56 -7 -39 94 -72 -34 -63 -59 -71 -76 -81 -102 103 -62 -75 -50 -95 -103 -47 -58 -94
right_child=1 37 27 5 26 91 17 8 9 41 11 12 -14 15 -16 -17 -18 19 40 21 59 24 47 -25 31 -27 48 53 39 -31 57 -33 95 -35 36 -37 -38 58 44 49 69 42 -44 -45 -46 108 -48 -49 105 51 -52 -53 -54 -55 90 56 109 97 64 86 102 89 63 -65 65 67 -68 -69 75 98 93 -73 -74 104 87 76 -78 82 80 100 -82 -83 -84 -85 88 -87 -88 -89 -90 -91 -92 -93 110 106 -96 -97 -98 -99 -100 -101 101 107 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=168 150 154 206 88 120 109 1004 737 596 128 357 880 2899 1586 493 1706 3985 104 141 2746 104 102381 1096 799 26114 1227 163 101 105 137 127 28453 175 782 1147 247 194 103 91 164 167 228 407 308 215 102 79 288 78 926 83 1107 135 104 107 122 89 131 154 336 326 62 104 323 207 64 249 101 125 508 110 112 215 114 83 392 83 153 286 116 62 136 81 210 1937 108 85 116 668 90 114 112 82 142 108 106 418 126 103 1776 78 79 84 89 755 202 113 1765 79 177 124
internal_value=0 0.000134832 -0.00428735 -0.00672542 0.000217148 -0.00851805 0.000174074 0.00180581 0.00281203 -0.00227393 0.00376219 0.00534462 0.00168053 0.000662878 0.00588709 -0.00184028 0.00777284 -2.99068e-05 0.00330605 -0.000140336 0.00604201 -0.000202854 0.00259314 0.00436409 -0.000342227 -0.0008695 0.00833251 0.00351732 -0.00260498 0.0111164 -0.0100404 0.000415964 0.00568866 0.0142146 0.00685262 0.0034758 0.011687 -0.00429951 0.00174667 5.52884e-06 -0.00294677 0.00424332 -0.00122861 0.0111896 0.0123093 0.00762555 0.0090261 -0.00222544 0.0118122 -0.00193654 0.00822918 -0.00354126 0.00166264 0.0160962 -0.00198397 -0.00156427 0.00330742 -0.0132781 -0.00675782 -0.00250131 -0.00658276 -0.00844865 -0.00723317 0.00129537 -0.00781665 -0.00424498 0.00530406 -0.00756912 0.00541866 -0.00536902 -0.00626492 -0.0096782 0.000795885 -0.0107433 -0.0147998 0.0103062 0.0143715 0.0092013 0.0170368 -0.0127548 0.0197623 0.0226426 0.0142127 0.000752684 -0.00895176 0.0269039 -0.00841142 -0.0159487 -0.0101298 -0.0107632 0.00741906 0.0064328 0.00570149 0.00299856 0.00975713 -0.00540062 -0.012693 0.00160719 -0.00926501 -0.0168663 -0.0143227 -0.0153752 -0.0103881 -0.0125577 -0.0137239 0.017455 -0.00417544 -0.016289 -0.00446245 -0.00650649 -0.00304482
internal_weight=0 13018.9 225.555 172.773 12789.7 156.695 12730.9 1407.12 1148.29 178.868 969.418 637.629 259.942 331.789 103.713 228.076 377.688 11323.8 354.861 10968.9 101.577 10867.3 508.797 372.651 10358.5 6108.91 58.7879 52.7822 258.835 62.1021 144.778 4249.61 257.513 52.5304 236.025 147.664 88.361 229.239 66.9829 184.848 97.3478 77.8287 47.4931 30.3356 26.9024 16.078 27.1905 136.147 49.0598 157.658 16.6545 141.003 21.5076 9.82486 45.4802 42.9573 32.3348 99.2976 162.256 39.4749 32.2749 73.9863 101.039 23.413 152.501 97.7742 17.3896 74.1366 23.6375 85.1295 40.0805 77.6262 35.6146 26.093 90.133 17.0819 13.7512 20.5378 20.7117 54.7269 18.3538 15.7411 13.5456 21.0096 71.2023 11.925 22.0853 84.7169 68.4087 62.1492 13.2053 11.9169 9.75543 13.9875 5.60847 21.4881 52.2528 9.1646 49.5149 80.7834 50.8078 47.6537 26.3192 21.5661 22.7848 27.5522 8.37908 45.4679 8.50984 11.797 6.63463
internal_count=201091 196321 4770 3737 187849 3388 187151 18243 14849 2206 12643 8121 3779 4522 1230 3292 4342 168908 4007 164901 1797 163104 4929 3545 158175 103608 698 1033 3394 1023 3167 54567 2873 886 2592 1251 1341 8472 2394 2674 1134 1071 635 436 898 349 394 1384 578 2280 247 2033 298 205 808 828 622 2359 6078 774 587 720 1135 427 5769 3577 353 2770 807 993 1496 708 382 1023 2102 600 475 356 683 2192 592 530 234 315 2669 394 421 1975 2605 570 221 221 309 473 218 281 480 257 611 1859 2038 1922 499 415 869 280 255 1844 181 266 206
is_linear=0
shrinkage=0.0227381


Tree=355
num_leaves=112
num_cat=0
split_feature=191 26 152 216 176 229 168 177 215 195 204 79 218 151 231 12 221 141 207 135 188 93 141 202 204 121 170 19 41 59 123 48 127 229 181 127 151 93 233 215 18 187 207 83 207 207 218 195 228 121 228 227 5 93 31 121 40 19 192 191 8 177 5 127 145 39 59 177 151 39 191 205 213 134 228 93 204 181 184 221 135 67 157 180 122 209 229 184 207 144 231 161 7 141 206 43 207 127 227 93 67 177 223 226 74 209 135 67 122 207 145
split_gain=11.0067 11.8103 10.0639 10.0419 9.91713 9.89975 10.9407 14.4988 9.79078 11.4381 9.58441 11.5192 9.49946 9.88749 9.18072 9.06364 8.92429 10.1003 10.936 8.89368 8.79661 8.84186 8.95802 9.96249 8.72346 12.0886 10.9929 10.8328 10.0177 11.0003 13.5792 9.51906 12.1624 12.1742 11.0893 11.0795 9.48163 9.33363 9.20278 8.90718 16.9487 10.6948 9.05971 8.77534 9.11285 9.0713 8.66913 10.9111 10.5735 8.75071 9.24323 8.86556 8.52346 8.51577 8.45453 8.43239 11.0183 9.53324 8.38083 10.9261 12.4163 8.4484 8.2663 8.24156 7.99785 7.95396 11.3271 7.92833 7.91192 8.3003 7.94941 7.89687 7.67813 7.6374 9.04116 7.67418 7.57702 7.53102 7.86126 8.11296 9.46356 10.576 7.51203 7.47561 7.30641 7.52508 11.565 9.04963 8.14492 7.24759 7.04407 6.86066 6.78464 6.75698 8.02752 7.29731 6.67276 6.67228 8.73529 7.77642 6.66611 6.66117 7.36442 6.5792 6.50264 6.48543 8.88421 6.46452 8.22498 7.60611 6.38229
threshold=12.500000000000002 3.5000000000000004 114981.74437500002 0.037911981344223029 8.5000000000000018 -0.020628518424928185 1.0000000180025095e-35 0.31414473684210531 0.010810484644025566 14.127466150870408 -0.04132722690701484 0.018750000000000006 -0.021660523489117619 -304.49999999999994 0.02598932292312384 2.5000000000000004 0.005720454966649414 0.47150120043274074 -0.010351452045142649 0.46267153081224321 0.14342857142857143 -1508.4999999999998 0.56974661980060537 -0.076529201120138154 -0.0074618214275687924 0.23629861114355724 32.449494949494955 36.500000000000007 0.22195798551490056 0.81380000000000019 0.90448744934784553 0.11550000000000001 13591.701915986376 -0.0036208751844242211 25889.250000000004 7600.8784045257898 244.50000000000003 -1.4999999999999998 0.0072648050263524064 -0.0037000648444518443 -4526.4999999999991 3.6367658889782786 0.045379435643553741 0.074850000000000014 0.079306092113256468 -0.038176596164703362 -0.0093688373453915102 17.417424242424246 -0.0050968513824045649 0.26313374627568303 0.00011829066716018134 -0.010340603068470953 356062.50000000006 -1812.4999999999998 10.500000000000002 0.11739509311370812 0.30131776838414132 11.500000000000002 243.78861788617891 48.500000000000007 734238.00000000012 0.82843137254901966 301950.00000000006 27565.254268293556 540.30020204281539 0.28163387607148371 0.75500000000000012 0.54006410256410264 207.50000000000003 0.41245826117364465 20.500000000000004 0.012917486019432546 0.040223563089966781 0.080521428030461278 0.0058788880705833444 -2227.4999999999995 0.015934775583446029 19684.500000000004 459990.6428571429 -0.0020289571257308121 0.13792476026037442 0.054850000000000003 1573013.2500000002 14576.143125000001 0.092722347604156083 -0.016429552808403965 0.016823570244014267 37459.125000000007 0.013935787137597801 -106.49999999999999 0.00067691592266783129 0.19810605582925336 21143.250000000004 0.11334151992126101 -0.018665853887796399 0.090950000000000017 -0.040623430162668221 6742.1958762085915 0.012779982294887306 -986.49999999999989 0.024850000000000001 0.67156862745098056 -0.009778165724128483 0.011599986813962461 0.011350000000000001 -0.034827508032321923 0.024790919445421569 0.065850000000000006 0.044565154301972096 -0.053104603663086884 943.13125632736308
decision_type=8 2 10 2 10 2 10 10 2 8 2 8 2 8 2 2 2 2 2 8 8 10 2 2 2 10 10 8 8 10 10 10 2 2 10 2 8 10 2 2 2 10 2 10 2 2 2 8 2 10 2 2 2 10 2 10 8 8 10 10 10 10 2 2 10 10 8 8 10 8 10 2 2 10 2 10 2 8 8 2 10 8 8 10 8 2 2 10 2 10 2 8 10 2 2 8 2 2 2 10 8 8 2 2 8 2 8 10 10 2 8
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Tree=358
num_leaves=112
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decision_type=2 2 8 10 10 8 2 8 10 10 2 10 10 2 2 10 10 8 10 2 2 2 2 10 10 10 8 8 2 10 2 10 2 10 2 2 2 2 8 8 2 2 2 2 8 2 8 2 8 10 2 2 8 8 2 10 8 2 10 8 10 10 2 2 8 2 10 10 10 2 10 8 10 2 2 10 2 8 8 8 2 10 10 10 10 2 8 8 2 2 10 2 8 2 10 2 10 10 10 8 2 2 10 2 10 2 2 2 10 8 8
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leaf_count=69 200 117 2437 392 1292 611 402 835 133 311 725 455 37 642 219 937 985 275 366 225 450 302 5604 2155 542 191 136 3101 19635 804 812 471 627 1090 349 2451 245 1561 215 1621 355 5735 144 286 2677 2462 512 457 223 169 949 445 964 3574 165 426 20720 1240 637 23515 1466 1098 10675 312 79 388 1545 243 3284 9039 615 1013 158 1719 746 497 2492 190 904 1460 340 316 209 271 828 102 281 14123 448 388 10014 697 10080 512 313 250 165 201 613 240 245 320 176 1030 156 171 151 185 223 337 303
internal_value=0 -0.00018119 -0.000507918 -0.00180082 0.00276736 0.00570476 0.00272433 -0.00261691 0.0030895 -4.45207e-05 -0.00092301 0.0107468 0.000935334 0.00162952 0.00231066 -0.00154148 -0.00291497 0.00124023 0.00339492 0.0166706 0.0134137 0.0045377 0.000832642 0.000448441 0.00476436 0.00499676 0.00653807 -5.26032e-06 0.000620627 0.00672816 0.0113242 -0.00199765 -0.00233575 0.000141201 0.00556355 -0.0017489 0.00371332 0.00167126 0.00577473 -0.000284079 0.0051603 0.00655036 0.0174976 0.00542469 -0.0024286 -0.00311122 0.01129 0.00338494 -0.00306693 -0.00645763 -0.00948777 0.00825331 0.0118253 0.00115314 0.00684994 -0.000984073 -0.00111283 -0.00758155 -0.000917489 -0.00112081 0.000428581 -0.00212405 -0.00365195 0.00394252 -0.00472711 0.0136956 -0.00422662 0.00215049 -0.00596595 -0.00436056 -0.0060257 0.00200784 0.000958959 0.00224005 0.00183996 -0.00283935 0.000187924 -0.00237223 0.0013962 -0.00291805 0.00765372 0.00611955 0.00946464 -0.00525501 0.000957535 0.00256662 0.00209829 0.00154136 0.0121001 -0.00530276 0.000574824 0.00171834 0.00240974 -0.00572924 -0.00135666 0.00696674 -0.00215548 0.00625192 0.00153699 0.00906985 0.000640149 0.00209912 0.00399858 0.00617135 -0.000977988 0.00688333 0.0202151 0.00915867 0.00423847 0.0028564 0.00351681
internal_weight=0 9627.77 8161.32 2146.8 418.423 302.08 226.247 117.38 77.8447 6014.53 3171.56 43.1076 2842.96 1466.45 1284.52 281.345 1728.37 3640.73 1003.18 30.7047 75.8328 39.1183 2835.65 2591.95 243.7 227.29 204.751 2364.66 1973.79 202.86 94.9023 1339.78 1296.75 452.624 112.674 339.95 984.611 502.45 482.161 424.5 116.54 461.954 31.4112 430.543 307.96 390.864 77.9505 41.4711 181.927 115.205 95.5876 108.867 76.7521 3627.99 109.868 54.6685 3128.46 82.1713 3046.28 2969.33 1168.95 1800.38 844.127 55.8359 116.344 55.1996 788.291 107.958 388.591 321.239 255.022 66.2169 3518.12 1315.69 1274.19 167.913 2202.43 504.909 220.759 117.093 37.5133 103.666 78.3899 284.149 1697.52 1106.28 1052.97 984.797 41.4986 103.429 1604.96 1008.71 928.349 80.3659 596.247 46.3979 549.85 76.9535 37.5922 68.1711 224.703 200.537 168.794 139.732 32.1147 43.0298 36.7146 63.6695 30.059 66.7219 33.8696
internal_count=201293 148299 128809 41579 6515 4841 3546 1579 968 87230 51197 1405 36033 19490 17170 2927 35064 52994 14243 950 1295 694 35996 33284 2712 2482 2291 30802 25239 2170 1123 20128 19486 6327 1439 4888 13877 7252 6625 6214 1916 6380 359 6021 4298 5563 1038 526 2320 1341 1118 1967 1366 52794 1477 591 49792 1970 47822 46799 22186 24613 13159 939 1674 886 12220 1047 14936 11652 9654 1998 51317 18654 18048 2556 32663 7312 3467 2038 837 1429 1113 3845 25351 15492 14746 14404 606 1848 24523 13781 12572 1209 10742 563 10179 1023 730 342 1990 1771 1526 1206 601 642 601 822 498 979 382
is_linear=0
shrinkage=0.0227381


Tree=359
num_leaves=112
num_cat=0
split_feature=179 220 12 208 198 187 93 89 187 179 67 224 220 121 124 212 227 152 233 221 183 186 229 12 13 45 183 233 183 228 152 214 180 59 133 182 182 132 123 229 184 157 130 46 229 225 214 93 133 90 128 127 55 195 151 41 184 214 224 151 162 232 184 212 212 227 18 145 18 184 151 6 233 187 135 228 59 16 5 18 218 175 227 225 55 199 209 93 219 5 169 129 93 17 184 232 152 202 202 7 132 228 223 233 209 16 60 132 184 174 229
split_gain=10.8229 9.44615 9.21256 10.2644 10.2044 9.82542 9.01769 8.52376 12.3216 13.615 9.29125 9.90951 8.98367 14.4971 11.9831 10.5821 9.50728 8.82288 8.45703 8.40943 8.36683 9.09825 11.2022 8.83424 9.3458 9.17326 8.81288 8.70037 10.5742 9.48012 8.15171 8.79492 8.01454 7.67856 7.45398 9.96975 9.67137 9.31048 10.6278 8.09027 11.2046 10.7601 10.3504 7.43025 7.41258 7.37372 7.25447 9.93836 9.37054 9.49269 7.41717 13.071 9.90432 8.03648 12.2739 7.30541 7.04579 7.88114 7.35116 6.9671 6.91931 6.79606 6.7481 6.68679 6.67442 6.53356 6.52833 6.49443 7.00819 6.66955 7.18968 6.4416 6.42679 6.69305 6.42592 6.25892 6.12145 6.03729 5.93471 5.77284 5.67581 5.5137 5.46446 5.33449 5.31986 5.3116 5.2592 5.24618 5.02016 4.73862 4.73634 4.7286 4.50538 4.21994 4.20788 4.14722 4.09825 4.02262 4.00499 3.68571 3.66752 3.60269 3.53455 3.35692 3.35371 3.74067 3.32738 3.83625 3.69531 3.16848 3.08486
threshold=1.3990510186404628 -0.025473807007074353 1.5000000000000002 0.08401594310998918 0.33612396511172721 12.111805555555557 -1.4999999999999998 1.0000000180025095e-35 25.811011904761909 0.83728934602596061 0.16575000000000004 -0.022322797216475006 -0.016250185668468472 0.16666475604789979 55.97672826830938 -0.018160994164645668 0.0013405321515165272 298505.72500000003 -0.0049706769641488782 0.0014751055277884009 -2783.4999999999995 12771.450000000003 -0.0046665538102388373 1.0000000180025095e-35 3.5000000000000004 0.89460000000000017 -2585.4999999999995 0.00020851050066994506 -1463.4999999999998 -0.0019429899984970687 282358.35000000003 0.031355706974864013 53039.666250000002 0.63085000000000013 0.25906125258390877 -587.94444444444434 -777.74166666666656 0.040630805429709684 0.79113646691588324 -0.0056211459450423709 106749.70000000001 6030087.7500000009 0.61659179285167609 0.0062500000000000012 0.006289020413532854 0.00432717357762158 -0.0025938469916582103 -2429.4999999999995 0.0044076592693141296 1.0000000180025095e-35 69806.250000000015 17887.098469880657 0.013950000000000002 8.8198051948051965 1408.5000000000002 0.66985422393433802 348890.00000000006 -0.017081251367926594 -0.025999354198575016 -304.49999999999994 0.99969225020410935 0.00058723054826259624 266730.28125000006 0.015659162774682048 0.0079928515478968638 0.0038673415547236805 -4040.4999999999995 117.20423767417084 -620.49999999999989 54929.205000000009 1089.5000000000002 990182.25000000012 -0.011158636305481194 8.7511467889908285 0.42261823067923443 -0.0065336672123521558 0.81380000000000019 -1815.4999999999998 152622.00000000003 -2807.4999999999995 0.015768189914524559 1.5000000000000002 0.006938059115782381 -0.018033870495855805 0.026750000000000006 58070.828491332613 0.0078972331248223799 -2751.4999999999995 0.035875137895345695 76518.000000000015 0.0047376691291164978 0.29166666666666669 -196.49999999999997 -5543.4999999999991 329623.44750000007 -0.017400776036083695 73753.020000000004 -0.035681234672665589 -0.048358712345361703 29607.750000000004 0.0089488375137361572 -0.0048557582776993504 -0.0047499111387878648 -0.00154764496255666 -0.036586754024028771 -980.49999999999989 0.079450000000000007 0.025193203699329099 33435.750000000007 3.5000000000000004 -0.0067253904417157164
decision_type=10 2 2 2 10 10 10 8 8 8 10 2 2 10 2 2 2 10 2 2 8 10 2 2 2 10 10 2 10 2 10 2 8 8 10 8 8 8 8 2 10 8 10 8 2 2 2 10 8 10 10 2 8 10 10 10 10 2 2 8 10 2 10 2 2 2 2 8 2 10 8 2 2 10 8 2 10 2 2 2 2 10 2 2 10 10 2 10 2 2 10 10 10 2 10 2 8 2 2 10 8 2 2 2 2 2 10 8 10 10 2
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Tree=362
num_leaves=112
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split_gain=10.5739 10.2314 8.85396 12.0656 17.7996 15.9614 18.1879 12.0358 10.4425 11.6264 9.82494 9.5088 9.32645 9.16612 8.90738 9.32324 10.1047 8.94809 8.93996 8.79402 10.0494 9.84783 10.3896 9.46343 8.95706 8.81282 8.76688 8.99507 21.3495 11.0528 9.02487 10.4172 9.63121 9.33262 10.3527 9.32552 8.99503 9.59806 8.69566 8.62862 11.523 9.20247 8.5266 10.5833 15.1297 9.8873 9.78813 11.7634 11.9162 11.548 9.0281 11.008 8.89584 8.47386 8.47232 8.44665 8.44654 8.4397 9.18729 9.17923 8.35799 8.25541 8.24584 8.20632 8.18199 8.17928 9.03823 8.15667 13.7514 10.8984 8.15036 10.4491 8.08983 7.80529 7.76251 10.4657 8.03811 7.70325 7.64093 8.26074 7.59233 7.48342 7.25336 7.07619 6.85846 9.81916 9.72234 6.81797 8.19998 6.81141 8.41039 7.21073 6.8065 6.71528 6.67084 8.0606 7.84658 6.95678 6.93158 6.7528 6.58876 6.36417 6.32395 6.23621 6.33077 6.22879 6.21253 6.20938 6.47964 6.03512 5.98233
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decision_type=10 2 8 2 8 2 2 2 2 10 10 10 2 10 2 8 2 2 2 8 10 2 8 8 10 10 10 8 8 8 2 10 10 10 2 2 10 10 2 8 2 2 8 2 10 2 10 2 10 10 2 2 2 2 2 2 10 2 2 2 10 2 10 2 8 2 2 8 2 2 8 10 2 8 2 2 2 10 2 2 2 10 2 2 8 8 2 2 2 10 2 10 2 8 2 8 2 2 8 8 10 10 8 10 2 8 2 10 2 2 2
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leaf_weight=57.284011487849057 11.588154693134131 130.44717056909576 89.709116505458951 226.85409166291356 10.401062270626424 28.650212862528861 16.844067416153852 166.38580127409659 20.157296855002642 55.591562252258882 70.88191556930542 6.4881812385283473 19.557831692509353 36.026658162474632 13.761527850292621 174.72431602934375 105.59705534111708 9.221777759492392 22.458027933724225 23.668188004754484 26.14908858248964 50.345224911347032 874.65864458493888 2628.0897569898516 12.245502453297375 146.74765751510859 453.52993288636208 24.121368800289929 32.563549796119332 12.783760368824003 25.321201844140887 48.615117186680436 34.167930521070957 10.034442618489264 10.689969277009366 18.725248439237475 13.77079680748284 14.447338096797468 112.23728321678936 28.285942777991295 57.360168900340796 19.784085098654032 1361.7014609016478 26.663061606697738 56.021008267998695 8.4676839634776098 1008.499947627075 168.1211573202163 98.095966905355453 20.622905103489757 402.16539743868634 99.482790576294065 80.179509813897312 6.5683673191815606 523.1567693669349 41.004455965943635 268.13777339365333 80.955215875990689 35.034991136752069 222.02464579045773 180.40773543715477 130.47654511034489 13.538181462325154 4.7339562121778718 340.35518235620111 12.825980642810462 25.192457274533812 30.928289795294404 20.12527565099299 30.562565898522735 23.412843107245862 130.3029023706913 91.06832972727716 35.340486839413643 168.49243849609047 39.166488847695291 90.185966164804995 23.225032556802034 89.464360974729061 162.92321535386145 7.476227010600268 21.309789880178869 35.834580782800913 17.070105985738337 76.312468107789755 27.705330147407949 40.309081044048071 6.5332816997543004 24.474062277935445 87.07065462693572 108.66228875890374 6.5643380284309378 5.9955436289310482 17.198891458567232 7.0796994660049668 19.501167252659798 22.272768508642912 8.7639968898147327 146.50781397614628 31.568880036473274 15.059253400191663 9.45537764392793 8.6256656562909466 27.48493736051023 112.75192322582006 9.8125530872493965 22.221852837130427 7.7329565654508752 6.5810819081962109 169.69245258066803 20.283194261603057
leaf_count=1638 262 1954 2166 5158 205 815 404 1473 601 545 1584 145 218 740 164 2607 1576 162 304 304 526 862 13981 46377 611 2558 4733 440 476 176 405 741 584 138 139 233 202 138 2211 247 609 252 17512 272 1205 195 10256 2223 1378 379 5968 2127 1334 124 8583 332 2941 1201 477 2838 3436 1953 251 77 2993 294 514 303 170 413 639 2638 1511 521 1597 376 833 341 2211 3625 149 300 376 245 1486 676 794 110 409 1158 1205 105 93 286 122 260 433 158 2214 433 472 104 182 352 2195 98 287 142 161 1872 420
internal_value=0 0.000117626 -0.000184434 0.0013234 0.00339098 0.00609708 0.00970886 -0.000466639 -0.00117311 0.00226119 0.000505018 -0.000451515 -0.000920861 0.00130564 -0.000922709 -0.00156968 0.000723019 0.00690554 0.00587207 -0.00147113 -0.00467689 -0.00117464 -0.00272809 -0.000434252 0.0038368 -5.98741e-05 0.00144579 0.00193018 0.00465065 0.0011352 0.00924006 0.0126097 0.00333694 0.01871 0.0217393 0.00601075 -0.000265903 -0.00228116 0.0118141 0.00225053 0.00430049 -0.0035589 0.000671669 0.0034063 0.00636749 0.0153118 0.0002409 0.00176573 0.000846659 0.00688251 -0.000778684 0.000116951 -0.0034464 0.00883641 -0.0030062 0.00308733 0.00558835 0.000648068 0.00254248 0.00379724 -0.0047723 -0.00153909 -0.00559821 0.0076514 0.000485851 0.0112019 0.016025 -0.0023515 -0.00445606 0.00450573 -0.00408969 7.38809e-06 0.0134803 -0.00301814 -0.000114402 0.00341343 -0.00184948 0.00446232 -0.0061206 -0.00386317 -0.00668244 -0.0079439 0.0100168 0.0133474 0.00352854 0.00945028 0.000214472 0.0122382 0.015661 -0.00021313 0.0029823 -0.00469376 0.00835899 0.00849671 -0.00266936 -0.00421755 0.00530297 0.0143425 -0.00657245 0.00327412 0.00974307 0.0075587 0.0106898 -0.00457511 -0.00651234 0.0126001 0.015061 0.0158704 0.0214805 0.00657426 0.000579657
internal_weight=0 13171.2 10736.8 1687.69 775.957 474.563 265.559 9049.12 5238.53 413.764 3810.59 911.732 301.395 209.004 882.304 821.302 433.256 61.0017 128.055 4824.76 397.69 4427.07 1421.48 3005.59 55.5935 2774.84 2434.42 2162.77 479.652 1683.11 244.169 149.221 94.9489 69.3395 59.3051 79.881 235.483 198.073 235.177 1229.58 563.099 77.1443 3739.71 500.839 271.879 64.4887 3238.87 1295.34 1106.6 188.744 1943.53 1461.18 482.345 37.4093 1397.82 207.39 485.954 358.172 277.217 257.06 230.753 305.201 30.3822 46.1424 666.486 47.2402 34.4142 271.657 210.167 61.4909 388.046 153.716 203.306 48.1242 638.2 207.659 430.541 58.4096 342.097 252.632 234.33 151.757 61.1558 30.8409 172.977 56.3555 116.622 35.7413 31.0073 228.96 135.325 93.635 60.7809 43.348 255.252 217.136 38.1165 15.8437 166.009 51.1267 38.2843 33.7153 29.4279 164.358 136.873 24.2599 28.2174 20.8022 14.314 437.83 31.8713
internal_count=201002 199364 170891 30997 14209 9570 5059 139894 91188 5662 48706 16788 4639 4511 16158 15024 6440 1134 1880 85526 9425 76101 22868 53233 1423 48935 28473 24520 7370 17150 3472 2032 1440 1018 880 1014 3898 3327 4404 12417 6371 861 47122 5945 3205 1400 41177 14236 11634 2602 26941 19639 7302 571 22564 1805 5510 5117 3916 3315 4298 4560 655 801 6046 970 676 3953 3237 716 8584 3277 3722 697 5799 1973 3826 983 8002 5791 5307 2254 781 447 3771 1491 2280 596 519 2740 1477 1263 856 812 3838 3125 713 280 2474 651 813 340 630 2987 2635 236 380 448 303 4813 682
is_linear=0
shrinkage=0.0227381


Tree=363
num_leaves=112
num_cat=0
split_feature=18 214 30 122 31 194 128 207 203 35 135 190 161 198 195 182 207 205 205 207 214 38 143 127 162 51 31 152 214 223 233 228 184 157 202 180 57 183 201 135 225 18 196 162 216 205 209 204 182 212 6 180 179 202 162 210 226 58 197 127 145 162 218 156 182 183 195 143 220 183 232 190 220 216 213 226 223 204 190 187 221 153 131 225 221 67 141 145 121 52 143 179 141 178 197 213 170 221 205 183 54 56 228 192 207 225 189 202 189 212 204
split_gain=8.19444 10.434 8.92207 11.697 11.3096 10.5333 10.3258 10.6766 11.4539 10.3184 12.1355 10.4104 10.3551 10.4742 11.5633 11.748 14.1419 10.4498 9.98038 9.79263 9.76256 11.3815 10.716 10.4717 10.2223 9.52666 9.52291 9.19996 10.2636 12.5252 11.4009 10.7481 9.9878 10.0359 10.7998 9.94796 9.08314 8.82001 8.74084 8.73988 8.55199 9.66655 8.85656 8.4945 10.6711 10.6624 8.93748 8.49086 8.43996 8.40505 8.34451 10.2641 7.97433 7.82235 7.76459 7.75937 7.75484 8.02742 7.74358 8.28483 7.68538 7.66728 12.7026 7.64585 7.64505 7.59336 7.59117 7.47797 8.21043 7.32922 8.56337 7.05624 8.09971 7.01966 7.48609 8.44879 6.98086 7.0128 6.9772 6.95966 8.62785 6.94112 7.76093 6.69405 7.15242 7.42592 8.57323 8.39853 8.09251 7.31449 6.63564 6.54361 6.52813 6.51739 6.49666 6.47295 6.46413 7.18773 8.45279 7.13185 7.88461 7.06235 6.39657 6.38382 6.36772 7.93192 6.86608 6.32421 6.11908 6.07862 6.05541
threshold=-272.49999999999994 0.053562646731734283 4.5000000000000009 0.097402690123269145 14.500000000000002 0.8185736677115989 36032.625000000007 0.039016047492623336 0.0024118925211951141 1.0000000180025095e-35 0.25930090622874624 13.500000000000002 1.0000000180025095e-35 0.028648665837012418 11.967028985507248 -1028.9499999999998 -0.048747094348072999 -0.01405108207836747 0.01247020158916712 -0.038176596164703362 0.051822913810610778 41.500000000000007 -1153.4999999999998 3880.318896473887 0.765767382587491 0.079950000000000007 6.5000000000000009 298505.72500000003 0.010806494392454626 -0.0060771768912672988 0.0096074743196368235 -0.0092653096653521044 38416.628571428577 386943.75000000006 -0.060021314769983285 31473.623409090913 1.0000000180025095e-35 -465.49999999999994 0.61311827956989251 0.060461326601675698 0.014187980908900501 -2994.4999999999995 0.29607024848200975 0.98116192686395221 0.0058307063300162562 0.0018482220475561919 0.0091546005569398421 -0.052526663988828652 -291.09166666666664 -0.0013230436597950754 381789.00000000006 9390.3900000000012 0.96544171872750006 -0.047123201191425317 1.0088856762309097 0.030934893526136879 -0.0021336697973310943 0.98385000000000011 1.0342134043786337 10445.371953548922 123.76085691842904 0.93312001893638186 -0.023119044490158554 449707.50000000006 -1067.211111111111 -2702.4999999999995 27.241657397107904 -783.49999999999989 0.029513194225728515 -2568.4999999999995 -9.4326464022742571e-05 27.500000000000004 0.0078815696761012095 0.021024690009653572 0.013608732726424934 0.00064527598442509781 -0.02239305060356855 0.056301876902580268 49.500000000000007 9.7756861365235768 0.0065584108233451852 860595.75000000012 0.44005783890162126 0.016900192014873031 0.031761826947331435 0.23355000000000004 0.39670391204572258 330.06059131488212 0.23354348869183456 0.0099500000000000022 -366.49999999999994 1.0159930301275144 0.30253195581673903 0.12660256410256412 1.0761798850637625 0.018863061442971233 12.516666666666667 -0.0020289571257308121 -0.0052725926507264367 -1755.4999999999998 1.0000000180025095e-35 0.094000000000000014 -0.0058743502013385287 0.30810147299509011 0.064625311642885222 -0.0037109336117282505 0.095389748255990309 -0.090842351317405687 0.10025125628140706 0.025056580081582073 -0.0069377629552036515
decision_type=2 2 2 8 2 10 10 2 2 2 10 8 8 8 10 10 2 2 2 2 2 2 10 2 8 8 2 8 2 2 2 2 8 8 2 10 10 8 10 8 2 2 10 10 2 2 2 2 10 2 2 10 10 2 10 2 2 10 10 2 10 10 2 8 10 8 10 10 2 8 2 10 2 2 2 2 2 2 10 8 2 10 10 2 2 8 2 10 10 10 8 8 2 10 8 2 10 2 2 10 8 8 2 8 2 2 8 2 8 2 2
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internal_value=0 0.000464511 0.00544243 0.00875025 -0.00113222 -0.00057685 0.00198062 -0.00134056 0.000333043 -0.00483997 -0.00215331 -0.0031294 0.000367314 0.00361809 0.00562348 0.00730864 0.0100983 0.000238789 -7.38284e-05 -0.00363892 0.00161115 0.00217648 0.00264162 0.00135525 0.000125001 -0.00455471 0.000232869 0.00559231 0.00198415 9.66458e-05 -0.000866456 0.000705553 0.0116198 0.00111517 0.00384522 0.00361 0.00164076 0.00393588 0.0060273 0.00844946 0.016248 0.0113387 0.00433809 0.0132471 0.0144671 0.00315171 -0.00474904 0.00267082 -0.00701161 -0.00406421 0.0022785 -0.0017929 0.00252142 0.00962703 -0.0056888 0.00462905 0.00619648 -0.00373062 -0.00338165 -0.00224397 -0.00106181 -0.00326208 0.00130456 0.0092811 0.00072859 0.00142061 0.00737552 0.000407898 0.0152007 0.0185534 -0.00491472 0.0122866 -0.00650954 0.0109475 0.00334615 0.000609054 -0.00774116 0.00207362 -0.00720072 -0.0088354 -0.00419178 0.0114022 0.00450113 0.00904874 -0.0060348 -0.00614744 -0.00733619 0.00215477 0.00678016 0.00222727 -0.00612476 -0.00677791 -0.00188403 -0.00539029 -0.00588626 -0.00386484 -0.0065123 -0.00533374 0.00683924 -0.00893962 0.00856453 0.0111852 0.00415044 -0.00750738 -0.0066006 -0.00726837 -0.00853556 -0.00925972 0.00720803 0.0046457 -0.0114587
internal_weight=0 10395.9 190.043 131.479 2833.2 2390.66 546.583 1844.08 956.341 145.793 58.5635 887.74 10205.8 379.276 309.475 275.562 210.757 9826.57 8010.04 415.274 1816.52 1647.28 1545.7 1085.16 7594.77 101.587 7474.51 460.536 1037.24 7258.38 2810.07 4448.31 110.103 57.7237 365.052 435.256 317.554 251.249 209.196 117.701 44.3662 100.895 27.7021 153.034 144.81 43.6207 391.779 56.4943 132.366 442.539 75.4547 64.7102 73.3353 31.4399 53.6073 216.125 189.554 169.24 881.967 690.055 576.369 338.491 810.548 45.8335 764.714 707.325 94.9531 612.372 34.387 29.86 69.8006 18.1362 66.3046 13.4274 27.4252 108.301 113.686 237.879 191.911 164.014 111.328 95.484 36.4263 29.431 335.285 120.26 116.006 45.1286 32.9592 27.8967 132.814 33.9133 64.8049 367.085 358.391 240.107 47.6615 26.571 11.9053 117.214 28.1104 23.4945 21.064 84.5523 337.327 318.456 266.846 255.746 7.36935 16.3973 88.4772
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is_linear=0
shrinkage=0.0227381


Tree=365
num_leaves=98
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split_feature=198 197 198 220 187 171 233 17 55 232 92 142 181 119 181 188 181 188 184 184 131 89 39 49 232 143 191 190 186 157 186 222 137 183 149 222 39 156 192 38 190 210 128 225 149 203 233 232 215 184 40 229 223 143 212 220 136 40 225 217 211 120 153 193 227 135 215 229 208 16 223 223 225 197 220 211 142 127 150 41 43 57 211 229 184 190 187 177 40 26 150 208 222 41 177 211 142
split_gain=14.0436 8.73113 9.11377 8.37112 7.88476 7.87828 9.74406 8.57559 11.4862 13.3876 8.06878 9.37173 7.93664 7.71836 8.22046 7.63582 10.4479 7.81295 7.35174 7.4705 7.45937 7.76536 7.44966 8.05853 7.31644 7.16741 6.8823 12.3826 10.802 13.2029 11.4681 12.301 10.1659 9.68821 8.41512 8.29163 8.20506 7.68108 7.67265 6.75081 6.58057 6.44358 7.87391 6.426 6.35741 8.26028 6.42189 6.34654 6.11451 5.99643 6.01997 5.73518 5.62864 5.56428 5.32333 5.19616 5.07601 4.94894 6.27999 7.36903 4.76854 4.74964 4.73101 4.67418 4.66233 4.62622 5.60258 4.42028 4.39081 4.36581 4.36016 5.42793 4.24245 4.23696 6.03621 4.06816 4.06672 3.99575 3.94546 3.88201 3.63218 3.6167 3.43274 3.306 3.20157 2.93981 2.85223 2.79453 2.57993 2.51278 2.49881 2.63147 2.1428 1.92866 1.76825 1.74717 1.65621
threshold=0.49794158888423179 1.1052668259422072 0.033056370324749569 -0.025473807007074353 18.397916666666671 410.50000000000006 0.005381922936066986 -2907.4999999999995 0.020850000000000004 0.0035702082095667724 2.5000000000000004 -1080.7207792207789 360721.22426470596 3.5000000000000004 54367.650000000009 0.67866395262768331 97824.60000000002 0.23550420168067229 119195.43750000001 167727.88636363638 0.11916602910255382 2.5000000000000004 0.53311459758070823 0.29420000000000007 -0.0016094634775072334 -1914.4999999999998 50.500000000000007 1.5000000000000002 10131.547500000002 1003360.41 5880.1500000000005 -0.0092244544066488725 1.5000000000000002 -2808.4999999999995 -166.16025641025638 0.0076495090033859023 0.52521600452139117 727659.81000000017 8.3583467094703074 5.5000000000000009 17.500000000000004 -0.018357714638113972 40575.000000000007 -0.0049091281834989777 550.69047619047626 -0.074652347713708864 -0.0042525047902017823 0.011133420281112196 0.02878463733941317 188230.80750000002 0.21442854894517746 0.0094697293825447577 -0.016770891845226284 -1431.4999999999998 -0.0060447587165981522 -0.04080365598201751 0.98778408307636145 0.51281621230589658 0.0097552658990025538 0.016410780139267448 0.016868984326720241 1.3333269547630571 1794710.2500000002 25.500000000000004 -0.0021824812283739443 0.044797262020276833 0.025944165885448459 -0.0037482948973774906 0.017727419734001163 -964.49999999999989 0.0233593974262476 -0.023314308375120159 0.0089036016725003737 1.1882359842201951 -0.0041305916383862487 0.00085963093442842375 -1260.4083333333331 8146.0099765938403 -2426.4999999999995 0.50017358777180498 0.056150000000000005 0.066550000000000012 0.018821899779140953 -0.0073109189979732028 47692.687500000007 10.500000000000002 12.429339477726577 0.43019480519480524 0.55993832479830419 9.5000000000000018 614.50000000000011 0.058425007387995727 -0.024023133330047127 0.58236081574092402 0.39009661835748799 0.010654344689100982 -1213.3095238095236
decision_type=10 10 10 2 8 10 2 2 8 2 10 10 8 10 8 8 10 10 8 10 10 8 8 8 2 10 8 10 8 8 10 2 2 8 8 2 8 10 10 2 10 2 10 2 10 2 2 2 2 8 10 2 2 8 2 2 10 8 2 2 2 2 8 10 2 8 2 2 2 2 2 2 2 10 2 2 8 2 10 8 8 10 2 2 8 8 10 8 8 2 10 2 2 10 10 2 10
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leaf_count=88 80 79 117 136 86 188 165 57 215 142 86 88 163 115 68 181 68 150 119 179 358 127 587 367 83 108 1210 140089 9399 4729 1111 2329 1808 9369 7020 1877 340 468 1215 147 110 430 127 1555 99 1623 112 202 120 73 137 120 131 147 106 1037 243 75 105 142 118 553 125 74 114 81 108 146 124 79 126 539 177 91 251 91 60 133 177 189 407 153 99 142 1665 428 76 160 163 117 71 90 1296 294 286 77 82
internal_value=0 0.000276239 0.00478444 0.000199537 -0.00610614 0.000339131 -0.00379159 0.00288625 0.00807659 0.0146835 0.000419883 0.0100544 -0.00690312 -0.00348953 -0.00788361 -0.00220618 -0.000633761 -0.00578623 0.00267699 0.000653039 0.0102606 0.0143219 0.00319891 0.0108632 0.00727107 -0.00939725 0.000383344 0.000635174 -0.000801714 0.000414412 -0.00299386 -0.00754821 0.00057779 -0.00122786 -0.00121534 0.00349492 0.0120956 -0.00652205 0.000652909 -0.00383821 -0.00727504 -0.00645286 -0.00279458 1.37977e-05 -0.00689858 -0.00871646 0.0016196 -0.00992282 -0.0109348 0.00261022 0.00604383 0.0185741 0.0123738 -0.000221227 -0.00141531 -0.00678656 0.00269543 0.00123358 0.00517636 0.0103563 0.00832395 -0.0122264 0.0171121 -0.00897331 0.00337902 -0.00988138 -0.0114843 0.000519595 0.00531215 0.00958053 -0.00500344 -0.00845475 -0.00632502 0.0152975 0.0178206 -0.00381395 0.0131598 0.0190356 0.000988968 0.0215728 -0.0122125 -0.00595339 -0.00662358 -0.00437203 -0.0130304 -0.0110279 -0.0120159 -0.00556603 0.00123601 0.00185153 -0.0133569 -0.0142146 -0.0151037 -0.0146491 -0.010464 0.0151119 0.00891533
internal_weight=0 13069.9 209.82 12860.1 172.117 12161.7 225.613 71.9079 47.3574 31.9238 11936.1 36.1884 153.705 47.6845 38.5902 698.311 492.236 206.075 242.798 199.022 43.7757 34.9788 149.233 37.7252 162.135 122.147 11899.9 9817.65 2082.3 1343.78 738.513 198.484 9777.72 540.029 882.237 461.546 39.9255 94.6417 9683.08 249.438 165.029 163.044 107.617 111.508 195.823 161.218 34.6053 154.12 113.482 91.5295 66.0396 28.2562 70.6055 29.0378 19.0733 73.0473 31.5583 86.3943 53.8291 33.3233 20.4426 55.4272 29.4121 143.511 21.5187 137.392 117.605 16.7086 34.5697 49.829 32.5652 27.4333 49.7886 55.6571 45.5986 20.5057 15.1624 17.1151 17.6412 23.7152 32.2819 15.4335 24.5505 25.7506 95.8409 28.2657 125.082 25.49 21.5229 25.5733 100.897 94.4736 88.655 47.1326 18.4197 24.2557 10.2521
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is_linear=0
shrinkage=0.0227381


Tree=366
num_leaves=112
num_cat=0
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decision_type=2 2 2 10 2 2 8 2 2 2 10 8 2 10 8 2 10 2 2 2 2 10 8 2 2 8 10 10 2 8 8 2 8 10 2 8 8 8 2 10 8 10 8 8 2 10 2 10 10 8 10 2 2 2 2 10 2 10 10 10 8 10 10 2 2 10 10 10 8 8 10 2 2 2 2 2 10 10 8 8 10 2 2 10 2 8 2 2 8 10 2 10 8 10 2 8 2 2 10 10 2 10 2 8 8 2 2 2 2 8 8
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leaf_count=768 2244 1897 3942 292 6798 6655 4945 297 42675 2559 686 95 236 1204 1877 524 566 702 124 508 665 414 481 447 358 5024 343 1214 621 2894 12303 182 525 177 7599 545 144 1305 1049 277 68 334 4891 2141 373 670 5266 1035 1179 11157 772 174 50 154 2352 326 949 802 709 2034 609 417 900 2658 555 822 240 149 230 3497 1249 366 2079 271 2280 2686 2120 197 609 1794 1048 777 1594 1157 250 483 1550 1482 2891 2196 539 129 333 1519 825 393 438 154 471 257 149 216 2007 357 431 1047 227 245 137 2145 98
internal_value=0 0.000248372 -0.000231817 -0.00132626 -0.00296251 -0.00029477 -0.00256658 0.000597225 0.00126693 -0.0009977 0.000969188 0.00735103 -0.000610122 -0.00136408 0.00243483 -0.00428351 -0.000174352 0.00125828 0.000905423 -0.0019236 0.0116236 0.00648298 0.0104534 0.0140618 0.000679945 -0.00284811 0.00465204 0.000189765 0.00111056 0.00299888 -0.00114508 0.00645867 0.0102734 0.00203019 0.00278321 0.00677925 0.00176661 -0.00272852 -0.00124617 -0.00320934 0.011232 0.0188463 -0.00467451 0.00181902 7.94647e-05 -0.00115975 0.00389491 -0.00635681 -0.000421111 0.000860736 -0.00297619 0.00781744 0.0121477 0.000643594 0.000697966 0.00376073 -0.00437861 0.000304204 0.00473894 0.00603668 0.00909204 0.0186919 0.00111507 -0.00345134 0.0014536 0.00554931 0.00162423 0.00553095 0.0079545 0.00419086 -0.000333237 0.00111274 0.00224766 0.0047658 -0.000147054 0.0058343 0.00288871 -0.00477122 -0.00197941 -0.000264691 -0.00151537 0.00137788 -0.00457612 0.00423639 -0.00492226 0.00962198 -0.00196458 0.00218545 -0.00479418 -0.00175797 -0.00326901 0.000736469 -0.00500431 -0.00602213 0.0073145 0.00967383 0.0140428 -0.000607314 -0.00372678 0.0111763 0.0129145 0.0143943 -0.00776052 0.00424705 0.0109517 0.0061374 0.00808245 0.0115341 0.0189584 -0.00773088 -0.0054835
internal_weight=0 12716.3 8622.87 3714.32 1429.94 2284.38 504.275 4908.55 3458.22 1450.33 3317.3 82.8877 2201.5 1768.38 433.119 379.052 169.2 4093.38 3726.45 1145.54 61.4009 156.167 99.0997 78.9103 3161.14 341.833 71.9233 1071.28 906.522 561.774 1014.84 69.5796 58.3858 1950.14 1586.74 298.357 146.005 96.4337 363.396 290.207 152.352 51.7685 384.5 1288.38 705.837 608.784 582.547 310.96 1383.88 925.345 458.532 140.913 84.1534 56.7593 356.913 201.663 275.67 118.882 366.933 321.57 208.55 49.9952 2819.3 189.124 2630.18 429.336 191.66 110.614 96.7029 498.271 1776.31 947.137 801.759 386.659 415.1 365.436 252.536 162.564 829.173 535.161 471.546 244.835 226.711 107.108 145.378 49.5716 344.747 140.556 204.191 945.26 155.249 34.1583 294.012 274.187 97.053 76.2061 51.2723 24.9338 81.0461 176.426 153.109 143.346 156.788 33.0555 79.9311 100.584 63.615 51.0718 27.9393 112.322 38.9705
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is_linear=0
shrinkage=0.0227381


Tree=367
num_leaves=112
num_cat=0
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split_gain=9.12242 8.17009 8.39979 9.17465 11.7905 8.71824 9.298 10.6348 10.0719 10.3603 9.19921 8.78682 8.59734 8.22891 7.89978 7.67426 7.66169 9.00751 9.18515 8.391 7.15562 6.98215 8.49745 6.96999 6.79292 6.75385 6.68834 14.0039 13.6022 15.7224 13.0796 12.338 11.6102 10.8655 10.6872 10.3841 13.3136 10.0253 9.83012 9.82738 12.6472 10.6745 9.51585 9.61967 9.02159 8.83845 10.4284 9.45521 8.76922 8.04541 10.2035 9.57323 9.75865 8.24687 7.83101 8.23149 7.79875 7.61466 7.61465 7.72988 7.59584 7.39337 8.87354 7.34972 7.53965 7.44964 7.73607 7.22501 7.21495 6.85772 6.75645 6.74874 7.18883 6.70478 6.69738 6.61753 6.54124 6.47223 6.35079 6.33232 6.22229 7.45265 7.41252 6.10818 5.99797 5.90293 5.87625 5.80486 5.79972 6.51909 6.27125 5.64208 5.77014 5.58276 5.46154 6.29893 5.38523 5.21181 6.40361 5.12918 5.01285 4.72606 4.70219 4.66708 8.41483 7.35418 6.22634 4.63865 5.71419 4.49379 6.43823
threshold=0.81648886379459806 0.026343585618699993 12.500000000000002 0.0022771254880353813 0.020026051439344886 0.014491999999999951 -0.019723777659237381 -2658.4999999999995 0.041500000000000009 0.11484831354814397 -18931.499999999996 0.51981614421390854 267216.38437500008 -330.49999999999994 16.658813747228386 0.62410743454954465 3.3428073472549387 0.030515601858496669 223481.25000000003 73769.250000000015 143507.25000000003 1743266.2500000002 0.018024033866822723 0.47666784530371181 18766.500000000004 0.020478054235392788 2330.5000000000005 1360.5000000000002 0.039950000000000006 1.0000000180025095e-35 -714.49999999999989 0.058250000000000003 0.41332740884122016 0.014550000000000002 -0.0025406212080270048 0.065035842093768934 21.005494505494507 0.35332235526973926 5.5000000000000009 0.15477546304464343 0.011679999999999953 -0.0069834652822464696 -648.49999999999989 0.006949999999999951 0.91986132381339558 -0.0028743937145918603 0.0033314999999999005 -0.0073917312547564498 38846.250000000007 0.041006000000000008 28109.250000000004 32979.05357142858 0.013420815579593183 178692.75000000003 0.022960962225104551 0.018157280050218109 0.068800000000000014 7690.7500000000009 1278319.5000000002 28.500000000000004 0.035504937171936042 0.030403270386159423 0.21180006818939889 56.500000000000007 35889.750000000007 5.5000000000000009 -0.080529212951660142 0.45195302217883609 0.35332235526973926 0.0017136667156592014 0.23902930826282445 0.3357850598771196 -0.0070060850121080867 0.099176274214115887 -0.0080766300670802576 0.00084305481868796061 0.045250000000000005 29252.250000000004 1524388.2300000002 -0.026450353674590584 108052.78950000001 0.38165074339682686 24.274351676154335 18.500000000000004 0.13604053572492544 0.11532558153313031 37310.850000000006 999.50000000000011 -3943.4999999999995 -1533.4999999999998 0.6569710866047539 1.0000000180025095e-35 -757.49999999999989 -0.010770817287266253 0.013898882549256088 -0.0030931885121390219 0.015058487188071014 0.078947903186499968 15.684496567505724 0.16875000000000004 0.96289160903687276 1539.5000000000002 -771.54700854700843 657141.75000000012 0.7201398601398602 0.19065715412744474 -0.016287197358906266 -0.0073109189979732028 0.016359502449631694 -0.012330430559813975 -0.0015820812550373373
decision_type=8 8 8 2 2 2 2 8 10 8 2 10 10 10 10 2 2 2 10 10 2 8 2 8 10 8 10 10 8 2 10 10 10 8 2 10 8 10 10 2 2 2 2 8 8 2 2 2 10 2 10 8 2 2 8 2 8 8 2 10 2 2 10 10 10 2 2 2 10 2 10 8 2 2 2 2 8 10 10 2 10 8 10 8 10 8 8 10 2 2 8 10 2 2 2 2 2 10 8 8 10 8 8 10 8 10 2 2 2 2 2
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is_linear=0
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Tree=369
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is_linear=0
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Tree=370
num_leaves=112
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decision_type=2 2 2 8 8 8 10 8 2 10 10 2 2 10 2 8 10 10 10 2 10 8 10 10 2 10 8 8 10 8 10 2 10 8 8 2 8 10 10 2 10 10 8 2 2 2 2 2 10 8 2 10 2 10 2 2 2 2 2 2 8 2 10 10 10 2 2 8 8 2 2 2 10 2 2 10 2 8 10 2 10 10 10 2 2 2 2 2 8 2 8 10 8 2 2 10 2 2 2 10 10 2 2 2 10 2 2 10 8 2 8
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leaf_count=1303 179 116 605 261 1365 428 533 598 77 234 608 2060 1534 825 88 3399 300 61 392 1073 1038 207 840 4231 2388 426 700 5526 614 6236 627 52247 240 1838 4377 4501 1264 958 876 1293 125 192 10383 3576 110 169 165 680 1834 7014 611 755 4167 865 143 3404 1232 1670 3052 215 169 505 1615 2067 95 102 248 9474 2973 718 1796 297 6562 449 331 145 321 262 126 268 85 122 1009 1582 1959 1836 1051 115 112 424 230 120 1391 3303 4114 217 1988 1487 137 92 530 100 506 412 223 128 440 191 443 1163 112
internal_value=0 0.00187954 0.0041766 0.000692238 -0.0025502 -0.00617638 0.00711747 0.00696501 0.00433314 0.0109537 -5.4532e-05 0.000153887 0.00138645 -0.000984117 -0.00179039 -0.00430262 -0.00189148 0.00411744 0.00756101 -0.000202956 0.000860615 0.00471825 0.00698544 0.000398707 0.00343451 0.00742091 0.00899104 -0.000331842 -0.00196255 0.00117707 -0.00112112 -0.000711246 -0.00426534 -0.000480069 -0.000813258 -0.000559877 0.00275887 0.00226436 0.00998476 0.00612439 0.00830955 0.0130267 -0.00380868 0.00247041 0.0127771 0.00969547 0.0125583 -0.00249595 -0.000867692 0.003177 0.0023278 0.002573 0.00370464 0.000233697 0.00036359 0.00121531 0.00488993 -0.00103592 -0.0011961 0.00526341 0.00917115 0.0122542 -0.000376989 -0.00117655 0.000360389 0.00675244 0.003205 -0.000892821 -0.00915836 0.00432836 0.00434449 0.00857332 0.00338905 -0.00241274 -0.00490534 0.015545 0.0105188 0.0162899 0.017985 -0.00581489 0.00544695 -0.00529113 -0.000292158 0.00114478 0.00377627 0.00113097 0.0112554 0.0114702 -0.0107003 0.000513919 -0.00178136 0.0148955 0.0162013 -0.0065958 -0.00948281 0.0177582 -0.00162337 -0.00454278 -0.00114139 0.00164214 -0.00238179 -0.00420865 0.00245934 -0.00485044 0.0109849 0.00658704 0.00848849 0.00119123 0.00394606 0.00186203 0.0109384
internal_weight=0 1423.81 701.948 326.149 218.373 143.605 375.798 107.776 74.7681 39.484 11811.7 10615.2 2377.69 675.699 620.754 334.829 1196.52 104.795 81.3269 8237.53 2661.83 276.167 220.665 2385.66 456.567 195.788 180.748 1929.09 925.886 1003.21 583.33 5575.7 331.358 5244.34 4681.98 4441.37 399.229 562.365 166.874 122.8 341.41 122.907 654.52 271.366 50.1603 92.3138 76.8259 1091.73 658.447 515.568 1701.99 1666.19 1119.57 546.616 542.613 492.719 183.356 309.363 210.205 218.504 115.482 92.6373 721.867 653.934 479.956 85.5914 47.5351 4042.14 121.153 419.875 1056.61 182.094 874.52 53.7918 433.28 73.0323 74.6316 40.6761 44.0732 398.219 22.4903 320.459 105.828 508.766 259.217 198.802 60.4144 14.3692 96.0698 103.022 31.1666 113.509 107.452 375.728 197.518 100.757 249.549 151.324 394.365 208.838 135.062 185.527 62.769 119.292 25.8826 67.9332 73.7761 285.925 171.79 153.866 45.9701
internal_count=200973 15735 8477 3836 2725 2153 4641 1111 572 311 185238 162876 32308 8889 8064 4733 22362 1093 793 130568 41557 4829 3791 36728 7745 3514 3088 28983 15876 13107 6863 89011 7338 81673 71863 67486 5765 9810 3135 2133 4036 2045 10997 4879 502 932 763 21269 12488 8852 23419 22808 13577 9231 10654 8366 3292 5074 4125 1991 1034 819 7258 6902 4835 780 676 61721 3213 6244 12822 2093 10729 656 8781 650 685 364 1002 8101 416 4530 1131 10046 4989 3795 1194 203 1477 957 291 1853 1733 7685 4382 1608 5057 3069 4055 1611 1079 2444 829 942 323 356 532 3331 1797 1606 240
is_linear=0
shrinkage=0.0227381


Tree=371
num_leaves=112
num_cat=0
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split_gain=7.91573 9.15625 10.1676 8.0792 7.79134 11.4909 12.4635 10.2697 12.2301 9.61445 9.64541 11.4966 9.29551 9.2394 12.6102 11.3405 9.19504 8.95218 10.9416 12.6685 9.23364 10.987 8.8976 9.46182 8.88491 8.14225 11.6602 8.96705 8.49147 8.05226 13.6162 10.3744 9.17262 10.1954 10.0548 9.1494 8.30243 8.29864 8.18317 8.8609 7.95443 7.67813 7.83693 7.64229 7.4567 7.3709 7.14125 7.29725 10.9469 8.53959 9.06091 9.12175 7.08619 6.93494 7.09391 6.84417 6.76047 6.7275 6.71037 6.6064 6.49388 6.41857 6.76202 6.59332 6.39669 6.34076 6.32895 6.27118 6.23344 6.11672 5.99943 10.1504 7.1147 6.04254 5.92656 5.78309 7.13707 6.68766 5.63154 5.59714 5.57873 5.56935 5.4807 5.34132 5.21488 5.09448 5.07672 5.05923 5.01793 4.95315 5.09401 4.89171 4.77316 4.57532 4.07679 3.77134 3.68951 3.68078 3.52152 3.34231 3.15052 3.11875 3.01935 3.01786 2.92212 2.91819 2.51453 2.46948 2.35469 2.23309 2.202
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decision_type=10 2 2 2 2 8 2 10 2 10 10 10 8 8 10 2 2 10 8 10 10 10 2 2 8 2 8 8 10 10 8 10 2 10 8 8 8 2 8 10 2 2 2 2 2 2 10 10 2 8 8 2 8 10 2 8 10 2 2 8 2 10 10 2 2 10 10 2 10 10 8 8 2 8 10 2 2 2 8 2 2 2 8 2 8 8 2 10 8 8 10 10 10 10 8 2 2 2 2 8 2 2 2 10 8 10 2 2 10 10 10
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Tree=374
num_leaves=112
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decision_type=2 8 2 8 2 10 8 10 10 10 2 10 10 8 10 8 10 10 2 8 2 8 10 2 8 10 2 2 2 10 10 10 10 2 8 8 10 8 10 10 2 2 8 8 2 2 2 2 8 8 2 2 10 10 10 10 2 2 10 2 2 2 8 2 10 2 2 8 10 10 10 2 10 8 2 10 10 10 2 2 10 10 2 10 8 8 10 10 2 2 2 10 10 2 8 10 10 10 2 2 8 2 10 10 2 2 2 2 8 2 2
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leaf_count=213 250 479 1647 1502 925 351 2404 270 241 289 1489 248 115 34589 111 2218 880 661 9270 2262 3306 5195 528 1276 4918 1748 6554 9840 2470 100 243 5645 862 991 714 139 6815 570 622 3829 546 5302 6616 177 563 700 304 349 359 281 1223 685 5067 946 293 1186 2626 4072 803 94 2893 1554 311 1405 334 1635 710 340 5620 286 344 714 485 206 3900 329 945 226 5252 176 160 292 1315 119 1407 1810 359 115 2057 277 882 84 1308 771 517 140 863 233 93 144 3207 108 760 2855 183 3215 372 122 96 207 516
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internal_weight=0 10413.5 2828.24 168.025 104.157 34.1532 10212.2 201.272 2660.22 10180.5 6845.85 3966.99 3334.65 3739.84 2544.9 2878.86 912.379 863.581 818.123 496.225 171.988 1966.48 324.237 56.9929 267.244 3610.64 1806.91 1086.44 720.469 789.744 101.06 688.684 597.751 571.355 227.145 45.4585 3148.92 70.0033 63.8682 2048.68 1221.7 507.99 713.707 29.3899 22.9959 54.9572 30.4647 1431.61 68.4407 39.5223 1363.17 1173.05 461.717 1103.05 285.769 259.586 817.279 648.759 168.52 1228.61 640.124 539.132 319.467 203.306 83.9117 119.395 588.483 272.301 316.182 202.11 109.093 59.1686 25.4528 70.1911 192.612 21.5727 171.04 826.982 795.833 31.1494 28.9184 169.598 49.9248 23.7145 219.665 171.689 15.1358 90.9331 197.755 31.6737 47.9608 190.119 156.852 80.0191 36.0247 159.573 131.047 28.5263 22.6394 116.161 164.009 176.808 173.006 152.085 13.1961 111.545 73.5075 26.3956 21.3157 34.7647 207.089
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is_linear=0
shrinkage=0.0227381


Tree=375
num_leaves=105
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decision_type=10 8 8 10 10 8 2 2 2 10 8 2 10 8 2 8 10 2 2 8 10 2 10 2 2 8 2 2 10 10 2 8 10 2 10 2 10 10 2 2 10 8 2 2 8 2 10 10 8 8 8 8 10 10 2 8 10 2 8 2 10 2 2 10 8 8 10 8 2 10 2 2 2 8 2 8 10 10 2 2 8 2 2 2 8 10 10 2 2 2 2 2 10 2 2 8 2 2 2 10 8 2 10 2
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internal_weight=0 1006.87 948.322 12217 7678.05 5229.89 722.657 3687.14 1938.53 1587.68 920.196 585.981 350.849 159.655 4539 1515.75 803.592 363.948 289.204 439.644 74.7436 712.163 2448.16 310.186 2137.97 1774.41 247.433 98.4515 211.735 165.705 64.325 241.487 115.664 667.484 590.716 110.371 91.657 79.6166 1748.61 1569.91 178.708 273.939 134.26 83.4947 30.8786 3023.24 2324.21 243.523 699.031 479.713 219.319 190.584 210.453 66.0595 76.7684 221.627 1542.75 192.075 191.194 125.823 57.1894 470.676 104.782 2080.69 99.4797 1981.21 1151.96 829.246 91.0511 240.928 101.38 197.195 530.716 612.287 74.5107 48.738 33.0696 72.1418 1350.68 75.4364 177.816 233.244 75.8467 183.092 139.679 167.552 1526.98 365.893 738.195 141.917 95.2931 1451.2 1210.57 240.628 537.776 281.792 255.984 198.08 57.081 83.7116 58.0547 50.1151 119.915 76.9247 110.505 144.394 33.2845 60.8783 1275.24 497.832 98.1288
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is_linear=0
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Tree=377
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split_gain=9.15854 8.95332 8.75497 8.10529 8.75283 7.59073 7.73607 10.5028 10.9283 10.0305 9.91397 8.90804 9.01806 8.88639 9.3043 8.29999 9.20598 7.92344 8.94209 8.77867 13.4649 13.1055 11.3234 10.2664 10.0675 12.5281 11.1739 10.3638 10.1028 9.54389 9.43047 9.243 8.84219 7.65735 7.58412 7.34858 8.44948 8.30306 7.33656 7.19942 15.4611 10.3244 9.523 8.87071 7.14826 6.9923 6.84426 10.7514 8.02347 6.56332 6.69122 8.08762 6.48141 6.45427 8.50689 6.97189 6.43479 7.99372 6.41811 9.11613 8.61357 6.37429 6.28194 6.21541 7.53553 5.85092 5.73122 8.91276 7.61713 10.058 8.73111 5.97885 5.7295 5.68926 5.60933 5.55511 5.47749 5.83917 5.41041 5.36961 5.04452 4.9913 4.97212 5.61818 4.97024 4.83455 4.83106 4.79828 6.46554 6.43677 4.95041 4.65597 4.60202 4.53636 4.51637 4.48117 4.96935 4.84857 4.45324 4.40362 4.36108 4.24645 4.1029 4.07257 3.75205 3.66083 4.06685 3.45793 3.3116 3.19157 3.12109
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decision_type=8 2 10 8 10 10 2 2 8 8 10 10 10 2 10 8 2 10 2 10 2 8 10 10 8 10 8 10 10 2 2 2 2 8 2 2 2 8 2 2 2 2 2 2 2 2 2 2 10 8 2 10 8 2 2 10 2 2 2 2 2 2 2 10 2 8 2 2 2 10 10 10 10 8 10 2 2 8 2 2 2 2 10 10 8 2 2 2 8 10 2 2 8 8 2 2 2 8 8 10 10 10 8 2 10 2 10 2 8 2 8
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is_linear=0
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Tree=378
num_leaves=112
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decision_type=8 2 2 2 8 2 10 2 10 2 8 8 10 2 8 8 10 2 2 2 8 8 2 2 10 2 2 2 2 10 2 10 8 10 2 2 2 10 8 2 10 2 10 10 10 2 2 2 2 10 10 2 8 10 2 8 2 10 2 8 2 10 2 2 2 8 8 2 10 2 2 10 10 2 8 2 10 8 2 2 10 2 2 8 2 2 10 10 10 8 10 2 10 2 10 2 2 2 2 2 2 8 2 2 2 8 2 8 10 10 10
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is_linear=0
shrinkage=0.0227381


Tree=379
num_leaves=112
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Tree=382
num_leaves=112
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decision_type=2 10 8 8 10 10 8 10 8 2 10 2 2 10 2 10 2 10 8 2 8 10 10 10 10 8 2 8 2 10 2 2 8 10 10 2 8 2 10 10 10 10 10 8 2 10 10 8 2 2 10 10 2 2 2 8 2 10 8 2 8 8 2 8 2 2 10 8 10 10 8 8 10 2 2 8 8 8 2 2 8 10 2 10 8 2 10 10 2 8 10 2 10 10 8 10 10 2 2 2 8 2 2 10 10 8 2 2 10 8 8
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leaf_count=150 157 134 85 4151 40 272 1624 110 8961 406 3133 10607 226 2015 160 67 110 175 1173 2632 97 69 126 350 90341 505 392 1985 25121 316 88 112 200 162 104 573 911 217 11669 107 1467 872 197 483 1708 237 65 10985 166 304 380 79 86 106 135 104 137 201 80 1566 91 116 105 129 169 111 54 109 161 436 135 59 171 169 942 483 216 337 119 657 2076 152 96 122 146 558 52 269 166 181 96 69 101 137 90 152 102 114 127 112 89 85 868 79 99 82 73 237 93 707 101
internal_value=0 9.81615e-05 0.000742659 0.000840689 0.000994577 0.00169736 0.00592587 0.0109647 0.00125238 0.00258127 -0.00148826 0.00335771 0.00187151 0.00437231 -0.000428113 -0.00345965 -0.00535403 -0.000222018 0.000225639 -0.00467634 -0.0058499 -7.49888e-05 1.70255e-05 -0.000216932 -0.000112196 0.00994493 -0.000215125 0.0029089 0.000693068 -0.00859631 0.0012189 -0.000349615 0.0124273 -0.000684085 0.0127181 0.0035891 0.00692401 0.00102834 -0.000510911 0.00672687 -0.000781826 0.00315961 -0.00492094 -0.000596941 -0.00844754 0.00855402 -0.0014972 -0.00130544 -0.00798909 0.0125538 -0.0106577 -0.00227843 -0.0131019 -0.00927867 -0.00965411 0.00200961 -0.00703038 0.00755181 -0.00283977 -0.00563125 -0.00825818 -0.00982159 0.0128886 0.0123749 0.0174191 0.0111295 -0.000939264 -0.00350505 0.00373367 -0.00644043 0.0053029 0.00425553 -0.00187112 0.00316357 -0.0112681 -0.00418185 0.000180766 0.00592547 -0.0111984 -0.00820137 -0.0141849 0.0125682 -0.00759188 0.00106039 -0.0111556 -0.0135558 -0.0118878 0.00455868 0.0110477 0.0176441 0.0130602 0.00292043 -0.000138979 -0.00434118 0.00446657 -0.0129305 0.00825489 -0.0135422 -0.00831077 -0.00489174 -0.0106539 0.00196448 -0.0151009 -0.0107781 0.0127274 0.0169373 -0.0128542 -0.013808 -0.0100013 -0.0110519 -0.00496896
internal_weight=0 13173.5 5920.03 5872.56 5747.68 3772.86 349.14 149.136 3423.72 1486.61 236.926 1249.69 200.004 156.88 7253.44 453.084 336.658 6800.35 1937.11 161.892 124.879 6602.5 6524.76 6043.76 5972.01 52.1703 5919.84 480.998 1775.22 194.434 34.357 1974.82 16.4669 142.224 135.084 461.377 194.033 267.345 1958.35 63.2637 1895.09 217.159 197.854 104.22 102.98 62.6806 20.5817 1677.93 71.7536 40.6888 160.077 39.9009 120.176 93.6349 47.4675 116.426 77.7405 28.934 125.801 91.5554 74.0867 98.5614 42.0989 14.6455 11.2382 16.4232 90.9746 75.286 30.3174 43.1241 21.8992 34.2452 24.3518 16.3715 55.3821 75.2856 49.9641 34.2407 83.5583 44.9686 115.179 20.6346 31.7122 28.4091 49.3314 35.7149 83.7974 17.4687 14.7317 27.2458 12.4428 11.7525 16.2047 22.5749 10.0766 80.1681 15.6886 67.3536 19.7115 17.8746 25.3215 14.764 58.9962 38.3833 10.2263 10.6985 22.0814 39.8803 15.7234 16.8033 8.29939
internal_count=201391 200646 90356 89460 86864 60971 4787 1838 56184 18297 3539 14758 2949 2287 110290 8744 7021 101546 37887 3805 2596 97548 96837 93025 91588 855 90733 3812 34082 4320 1536 25893 240 2701 1728 3686 1484 2202 25653 660 24993 2339 3998 2425 2198 745 302 22654 1437 416 2784 555 2229 1573 896 1723 711 651 2346 2006 1657 2113 443 614 485 355 1573 1318 473 662 398 340 230 335 1102 1774 1129 820 1377 845 2143 349 476 259 452 693 1912 349 263 286 200 203 276 244 196 1860 255 1101 922 273 645 201 982 736 201 193 556 383 309 795 302
is_linear=0
shrinkage=0.0227381


Tree=383
num_leaves=112
num_cat=0
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split_gain=8.27224 8.06915 13.7259 11.3033 11.0375 11.2024 10.9436 10.8257 10.1624 9.73035 16.9541 9.39122 9.1206 9.1731 11.8129 10.631 13.2356 13.7064 13.5244 12.2723 9.7226 12.4405 10.3229 9.04514 8.76175 13.1554 10.6093 8.65851 8.8989 8.59229 8.36767 11.3717 10.4515 9.75293 11.0345 9.67087 8.75454 11.152 8.73428 10.9016 12.006 8.5851 8.61977 8.39656 8.29569 8.27578 8.63449 9.14235 8.2334 8.11957 8.34499 8.07165 8.04187 8.90182 7.89858 12.447 8.81419 7.77691 11.2452 14.3564 10.3567 10.2417 8.40122 7.64573 7.55098 7.45556 7.44232 7.05289 7.01096 6.94692 6.80402 8.23399 7.61048 7.36708 6.7845 6.89505 6.6143 6.56951 6.49812 6.34745 10.2904 9.54888 10.0127 6.34629 8.68391 6.43361 6.31804 6.14673 6.99031 6.11784 7.15532 6.10917 6.84543 6.3874 6.10495 6.06906 5.87491 5.82322 5.67542 5.59353 5.50112 5.43466 5.28739 5.26885 7.25086 5.18197 5.16485 5.11354 4.97971 5.5395 5.46165
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decision_type=10 2 10 2 8 10 2 2 10 10 2 8 10 8 10 8 2 2 10 10 8 2 2 10 8 2 2 2 2 2 8 2 2 2 2 10 2 2 8 8 8 10 2 10 2 10 10 2 2 10 8 10 2 2 2 2 2 8 10 2 2 2 10 2 10 2 8 8 2 2 2 2 2 8 8 2 8 2 8 8 8 10 2 2 2 8 8 8 2 2 8 2 10 8 8 8 2 10 2 10 8 8 2 2 2 8 2 2 2 10 2
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Tree=384
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Tree=385
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split_gain=9.99579 9.5099 9.06822 10.1316 9.86048 11.8928 11.1029 11.0007 10.6046 11.169 9.30164 9.23801 8.98535 8.72274 9.92616 8.93315 10.1902 8.40209 10.0602 9.86496 8.31744 12.054 8.62858 8.17492 8.16195 8.07824 8.36653 8.62512 7.77868 11.3284 10.8306 9.55241 9.64112 8.97874 8.38591 11.072 10.5616 8.31024 7.73792 7.74619 7.7081 7.43964 7.66145 7.40497 7.37509 11.5686 9.49009 8.48216 8.58494 9.01117 8.05257 7.51374 7.36308 7.23898 8.10009 9.23638 7.21433 7.00259 8.77557 8.34549 6.99963 6.96173 6.92493 9.23431 8.87837 6.89793 6.88839 7.47202 6.86692 11.7811 11.6446 9.09569 7.91135 8.04529 6.82275 9.00097 8.78769 10.8176 6.79782 6.7445 7.83833 7.08472 7.49313 8.26586 6.67147 6.55712 9.47686 7.49999 6.41117 7.29805 9.28728 7.98424 6.40096 6.39062 6.3494 6.30528 6.22236 6.06539 6.03962 6.01075 5.9913 6.82209 5.96861 5.87898 5.86833 7.94925 5.79404 5.84386 5.72831 5.64834 5.59326
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decision_type=2 8 8 2 10 8 8 10 2 2 2 2 2 8 8 8 2 2 2 2 2 2 10 8 2 2 10 2 2 2 8 2 10 2 2 10 2 8 10 2 10 10 2 2 2 2 10 8 8 2 10 8 2 2 2 8 2 2 10 2 8 10 8 2 8 2 2 2 2 10 8 10 2 2 2 2 2 2 2 2 8 2 2 10 8 8 8 8 8 8 2 10 8 2 10 10 2 8 8 8 2 2 10 10 2 2 2 8 2 2 2
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leaf_count=864 87 384 141 488 899 1054 3969 301 365 821 2238 3122 3202 121 1101 124 202 489 230 123 492 495 487 1739 67 655 1071 999 31852 89 412 6675 3270 642 13003 8707 8115 3799 217 798 4624 429 157 1127 159 170 278 80 572 174 719 445 3689 1390 12667 204 214 3069 10038 227 64 133 634 336 774 220 3540 545 756 813 1541 1935 6810 10091 403 468 182 386 116 432 2332 229 1314 198 613 115 239 318 10199 974 171 53 204 212 324 219 273 489 327 1409 2643 613 189 303 218 465 227 759 549 122 127
internal_value=0 2.91803e-05 -0.000351884 -0.00191428 -3.53055e-05 -0.00151134 -0.000539976 0.000401915 -0.00187704 0.00112923 -0.00370811 -0.000193326 0.00245331 -0.000448535 -0.00628732 0.00274051 0.0118073 -0.00503127 -0.00649841 0.00234341 0.000339789 0.00224306 0.00417476 -0.00104325 0.0124476 -0.00223748 0.00127395 0.00375868 0.000326666 0.00187865 -0.00130811 -0.000100267 0.00212215 -0.000443172 -0.000565522 -0.00133264 0.000862761 0.00446392 -0.00192434 -0.00404592 -0.00235196 0.00480496 0.00601607 -0.000497866 0.00100924 0.00302198 -0.00168101 0.000493511 0.00361774 0.00938324 0.00158583 0.00469822 0.00634463 1.66991e-05 0.000194586 -0.00544218 -0.00401622 0.00327347 0.00377722 -0.0042934 -0.00816227 -0.0109215 -0.00373765 0.00291943 -0.00662599 0.00821191 -0.00744756 -0.00857898 0.000488168 0.00176257 0.0081031 0.000914574 -0.000669204 -0.000355517 0.00324706 -0.00126499 0.0062759 0.000724394 0.0123687 0.00527119 0.00321035 0.00866237 0.0100557 0.0116882 0.0117147 0.0085225 0.000111723 0.0141406 -0.00415883 -0.000105175 -0.00400882 -0.00920208 0.0113992 -0.00617827 -0.00614962 0.018401 0.00218014 0.00448551 -0.00415282 -0.0062027 -0.00538159 -0.00697055 0.00323436 0.0055674 0.00430634 -0.00146437 0.00917487 0.0132509 0.0145729 0.00592617 0.00905634
internal_weight=0 13148.6 9471.43 1588.47 7882.95 1796.61 1415.82 6086.35 980.88 372.538 608.342 341.43 434.937 967.192 107.918 37.7972 18.0844 380.789 318.457 62.3325 859.274 494.91 380.383 113.031 21.3102 364.364 174.543 140.556 6058.64 1300.79 396.176 4757.85 818.316 393.844 3939.53 2563.36 1376.17 424.471 152.54 131.988 372.578 282.397 255.366 267.272 3677.17 741.497 194.832 2935.67 381.209 91.2308 289.979 546.665 267.351 2554.46 2508.3 116.707 114.527 904.616 852.19 52.4262 46.159 70.1206 168.954 51.0951 117.859 13.7774 303.58 272.494 2391.59 1136.11 125.342 1010.77 1255.48 1227.36 244.521 100.224 144.297 76.2311 76.0058 524.582 336.704 187.877 170.07 150.831 68.0663 63.4364 28.9164 34.52 621.282 153.133 92.2043 56.7765 23.5981 63.4144 341.07 16.1034 31.0857 35.4279 41.0223 100.75 189.822 163.367 16.0334 60.9284 307.995 67.6856 46.2404 33.8141 67.7029 240.309 27.6641
internal_count=200947 200188 150473 30770 119703 23777 17823 95926 11966 4308 7658 3943 5857 16895 2048 814 326 5954 4729 1225 14847 8374 6410 2226 409 6473 2725 2070 95625 19562 5329 76063 14386 7317 61677 40559 21118 7069 2069 1852 5036 3788 3359 3365 49715 8106 2192 41609 4474 919 3555 5914 4184 37135 36207 1594 1964 14233 13107 1126 928 1234 1914 506 1408 341 4499 4085 34613 16956 2354 14602 17657 16901 2836 1083 1753 958 745 5469 3569 1900 1741 1512 795 759 326 433 13875 3676 2003 1216 293 680 4293 286 414 787 816 1623 3748 3256 242 1673 3137 683 1370 986 665 2454 616
is_linear=0
shrinkage=0.0227381


Tree=386
num_leaves=112
num_cat=0
split_feature=209 22 122 122 5 190 180 191 209 127 56 127 143 15 204 184 230 131 230 7 198 222 154 226 150 224 176 123 126 128 144 125 207 215 231 171 179 134 231 209 133 93 31 152 215 193 86 217 207 119 215 165 91 225 14 224 151 17 177 179 39 142 40 141 17 185 155 19 131 66 204 11 197 226 16 40 14 230 133 218 186 179 45 133 207 215 215 161 180 155 40 197 122 138 66 72 178 184 195 122 176 155 131 185 222 8 212 14 226 131 209
split_gain=7.76563 10.0482 11.7303 12.3357 9.8525 9.17007 8.52449 9.55247 8.50258 10.1509 8.95976 8.69056 10.2782 9.7354 9.62542 9.15485 9.06724 8.28883 13.1716 13.8286 13.244 8.9196 8.86802 11.4727 10.487 8.76834 8.59732 9.82908 8.90894 9.55225 8.48276 8.46312 10.8302 8.33494 8.15166 8.01745 8.0136 7.90125 8.47198 11.0888 7.83295 7.83256 7.80595 8.28575 7.72792 8.29559 7.61411 7.61074 9.07971 8.04853 12.7332 15.0763 12.1878 11.9885 11.834 11.7731 16.1641 11.1896 9.22735 10.8112 9.97171 8.98138 8.81941 8.77257 8.64918 8.35209 8.21796 9.67633 9.15464 8.13837 8.10916 8.09185 8.06796 8.03523 7.77968 7.73755 9.52998 11.362 10.7143 7.72424 7.64059 9.7212 7.39509 7.38485 7.3292 7.30762 7.22633 7.35497 7.20393 7.19923 9.09978 7.39084 7.18456 7.99696 7.16835 9.49664 7.03539 7.03484 7.01049 7.01824 6.91448 7.06166 6.87964 6.84428 6.87019 8.80001 7.76285 8.46614 8.15506 7.65432 6.76949
threshold=-0.017093148082494732 1.0000000180025095e-35 0.092722347604156083 0.10733568659052971 400740.75000000006 4.5000000000000009 10832.621250000002 13.500000000000002 -0.011082654818892477 10885.335216998572 0.038350000000000002 9501.5335831188168 -2897.4999999999995 -10608.499999999998 -0.073551282286643968 242203.75000000003 0.01192746125161648 0.52089908600584822 0.0038197509711608295 13502.250000000002 0.054308888300615275 0.0028225847054272894 406016.61750000005 -0.0059080091305077067 -770.49999999999989 0.0066331741400063047 13.500000000000002 0.9999976648973431 0.43954494438511077 35991.562500000007 -348.49999999999994 3.1389459274469544 -0.057208349928259843 -0.01176538737490773 0.0092566208913922327 47.500000000000007 1.2134721603605236 0.20333835971636777 -0.0029913375619798894 0.014405498281121256 0.081227854523584331 -351.49999999999994 8.5000000000000018 343782.37500000006 -0.026976084336638447 8.5000000000000018 0.077650000000000011 -0.038298936560750001 -0.030300020240247246 2.5000000000000004 -0.016516353003680703 0.35388994307400384 1.0000000180025095e-35 0.022113524377346042 0.014491999999999951 -0.0034501811023801561 -54.499999999999993 -2331.4999999999995 0.47213622291021679 0.32168425318393318 0.51156394309332875 -1366.3205128205125 0.68483402371143909 0.56297384409343831 -7472.4999999999991 843.0088051948054 184818.20454545456 7.5000000000000009 0.3667957991427791 0.036250000000000011 -0.083166684955358491 2.5000000000000004 0.81648886379459806 -0.016435260884463784 -7968.9999999999991 0.65584892597488043 0.018975500000000003 -0.0020601626019924875 0.07517142690386043 -0.0033824432175606485 12771.450000000003 0.65045036354095698 0.75860000000000005 0.14424597054062813 -0.023166168481111523 0.010551827959716322 -0.024407798424363133 0.23601128183435574 11113.065750000002 73769.250000000015 0.46154728239504156 0.94567789887439113 0.067264495510563932 1.0000000180025095e-35 0.21535000000000001 0.97835000000000016 0.25357142857142861 171296.30000000002 7.2620137299771175 0.035916135940617565 14.500000000000002 48158.842500000006 0.17666106120920533 5980.7748875598099 0.01357291452586651 146250.00000000003 -0.01359340315684676 0.0066499999999999511 -1.0000000180025095e-35 0.3046757945602907 0.040304016321897514
decision_type=2 2 8 10 2 8 10 8 2 2 8 2 8 2 2 10 2 10 2 10 8 2 8 2 8 2 8 8 2 10 8 2 2 2 2 10 10 8 2 2 8 10 2 8 2 10 10 2 2 10 2 8 8 2 2 2 8 2 8 10 10 10 10 2 2 10 10 10 10 8 2 2 8 2 2 8 2 2 10 2 10 10 10 10 2 2 2 8 10 10 10 8 10 2 10 10 8 10 10 10 8 10 10 8 2 8 2 2 2 10 2
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internal_value=0 0.00454697 -6.19782e-05 -1.88324e-05 -0.00138011 -0.00419759 0.00048591 0.00844316 0.000220191 -0.000961203 -0.00344824 -0.000201686 0.00124366 0.00212874 0.00880417 0.0155924 -0.00222439 0.00340481 0.000802069 0.000424718 0.00117107 -0.00289985 -0.00520214 -0.000315449 -0.00115075 0.00354 0.00943492 -0.0037585 0.000582053 -0.00480063 0.000678886 0.00458289 0.00100318 0.000537041 0.00214359 0.00139967 0.000385575 0.00824078 0.0050945 0.000189297 -0.00605988 0.00567601 -0.00381393 -0.00202926 0.00249637 0.00669917 0.009109 0.000313998 0.00139228 -0.00029517 0.0123018 0.01107 3.47066e-05 -0.0025239 0.00462427 -0.00294448 -0.00560682 -0.00123307 0.000582512 -0.00704296 0.0113171 0.00410368 0.0155639 -0.00696716 0.00274184 0.00583938 -0.0065936 -0.0091781 -0.00520357 -0.00707424 0.00599854 0.0111912 -0.000204756 -0.00559809 -0.00330703 -0.00366485 -0.00208245 -0.0072183 -0.00532334 0.00718901 0.0100177 0.0134302 0.00723424 0.010275 -0.00712227 0.0191024 -0.00380612 0.00531412 -0.0062543 -0.00270495 0.0033731 -0.00586947 -0.00879707 -0.00613819 0.00801408 0.00207371 0.00420302 0.00374854 -0.00734886 0.0141724 0.0168268 0.0201407 -0.00159651 0.0158804 0.0212132 0.0076857 -0.00260087 -0.00202373 -0.000917701 -0.00240735 0.000866232
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is_linear=0
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Tree=388
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threshold=5404860.0000000009 1.5000000000000002 0.49794158888423179 11.910101010101011 -1325.4852941176468 12.500000000000002 -2428.4999999999995 644231.25000000012 0.014491999999999951 0.98154655375206501 0.56385869565217395 0.04469116963446141 37459.125000000007 0.021431949920952324 50288.062500000007 101773.24331250002 0.027775782160460952 0.81380000000000019 -0.042072722688317292 0.048100000000000011 -22.499999999999996 48.500000000000007 0.027527500000000003 -2220.4999999999995 -0.011935180518776177 -2251.4999999999995 -0.014641565270721911 0.057400194928050048 -0.015333477873355148 0.24678770300736769 46.20533880903492 0.18965000000000001 0.027550000000000002 27794.835000000003 -0.025481520220637318 0.82156699889258034 0.03338932432234288 0.15127702963784709 0.22455000000000003 -2453.4999999999995 0.068033609463705638 -1034.6547619047617 2.2628336755646821 -0.0054298448376357547 0.048592690169547953 0.010216411203145983 55.24572210814511 991596.1050000001 12377.250000000002 -2711.4999999999995 0.32994894808412861 0.23915000000000003 967520.25000000012 0.1861267040898156 2.7029285443493873 1.0000000180025095e-35 -0.01726957410573959 3.5000000000000004 0.12041122147917145 0.0034516049781814222 -56.499999999999993 0.46734377893497092 0.028250000000000001 -535.30952380952374 5.5000000000000009 0.21021048689437463 -0.011046962346881626 0.15894736842105264 0.80428920339351018 0.01048575295135379 0.055597899728997299 -0.010397078935056923 0.055550000000000009 -1106.4999999999998 -0.033542606979608529 0.49291999354400212 53.123887748117731 0.0039103603921830663 -0.061998330056667321 0.78385169088686679 0.98585000000000012 0.99999896643096953 -0.0072098213713616124 -104.49999999999999 0.21313553016588552 0.029750000000000002 0.11819564694899874 3.5000000000000004 9.5000000000000018 1908949.5000000002 4.5000000000000009 0.64105000000000012 1.0000000180025095e-35 65.500000000000014 -2783.4999999999995 129878.62500000001 0.024850000000000001
decision_type=10 8 10 10 8 10 10 10 2 10 8 2 8 2 8 8 2 10 2 8 10 8 2 8 2 10 2 2 2 10 2 10 8 10 2 8 2 10 10 10 2 10 2 2 10 2 2 10 10 10 8 10 10 10 2 2 2 8 8 2 8 8 10 8 8 8 2 10 10 2 8 2 8 10 2 10 2 2 2 10 8 10 2 10 10 10 2 2 2 8 10 10 2 10 8 10 10
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internal_value=0 4.84573e-05 1.89252e-05 8.35818e-05 -0.000496745 -0.00107271 0.00173159 -1.64692e-05 -0.00251265 0.000612994 0.00358803 0.00649957 0.00102606 0.00783801 0.000897503 -2.39073e-05 -0.00344386 -0.00567721 0.0047702 0.00103759 0.00436582 0.000768209 0.00429993 0.00595508 -0.0018428 -0.00103217 0.00302321 0.0078437 -0.00221586 0.000465948 0.00120605 -0.00180742 -0.00211787 -0.00311607 -0.00122691 0.00122145 -0.00253304 -0.00531034 -0.00456186 -0.0046734 -0.00483242 0.0106755 -0.00129968 0.000702763 0.00270617 0.00520221 -0.00163663 -0.00274132 -8.02476e-07 0.00131131 -0.00467795 -0.00540349 -0.00384569 -0.00600543 0.00215983 0.011096 0.0142983 0.00669763 0.00715371 -0.00510732 -0.00825956 0.00029279 0.00543993 0.0116557 -0.0113604 -0.00709902 0.017371 -0.00812115 -0.00195928 -0.0134956 -0.00560695 -0.00658514 0.00870162 0.0042042 -0.0109796 0.0104495 -0.00939319 0.00153087 -0.00802999 0.00565974 0.00296115 -0.0122647 0.0108067 -0.00379645 -0.0134032 -0.0159144 0.000513485 0.0144727 -0.0077043 -0.00556157 -0.0109567 -0.000928028 -0.0141428 -0.011213 -0.0149243 0.0188418 -0.00110924
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is_linear=0
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Tree=389
num_leaves=112
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decision_type=2 8 8 2 8 10 8 10 2 2 10 2 8 2 2 8 2 2 2 10 10 10 10 2 2 10 2 8 8 2 2 2 2 8 2 2 8 8 10 10 8 2 2 2 10 8 2 2 8 2 8 2 10 10 2 2 10 10 8 2 2 2 2 2 8 10 8 2 2 10 8 2 8 2 2 8 2 10 2 8 10 10 2 2 10 2 8 2 2 2 10 2 2 10 8 10 10 8 10 10 10 10 10 2 2 2 10 10 8 8 8
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leaf_count=479 3924 395 744 697 207 147 2162 425 588 191 2905 173 381 628 693 258 579 277 728 389 798 167 1558 327 1459 385 779 177 9219 2278 1523 152 192 194 3792 1212 234 232 509 547 256 713 626 1380 5656 7349 1571 1847 99 315 27862 951 229 3940 1757 4271 1491 1269 5799 481 22063 1642 3206 339 5440 1886 13572 1922 537 161 2427 551 261 210 879 7166 1198 718 2098 963 1490 459 1467 203 150 1247 3467 533 287 225 865 1160 375 254 713 194 368 2248 238 120 226 144 189 131 142 469 1434 1462 662 212 2140
internal_value=0 -0.00261899 0.00121193 0.000248352 0.000931163 -0.000442233 0.00272187 -0.00148047 -0.00218229 -0.00659535 -0.00105023 -0.00993151 0.00164484 0.00793131 0.00288853 0.00931535 0.00598361 0.0152686 0.00140196 0.000414024 0.00288105 -0.000673296 -0.00276645 0.00399704 0.00784138 0.00116509 0.0108069 0.00264339 0.00322459 -0.00528566 -0.00417154 0.00303934 0.00234657 0.00102219 -0.000218252 -0.00339211 0.00097205 0.00502797 0.00791075 0.0129351 0.0180159 -3.91965e-05 0.00365541 0.0011497 0.000225285 -0.00194829 0.00379212 0.000979139 0.0223207 -0.000219039 -0.00123132 0.00382037 0.00953266 0.000392339 -0.000916237 -0.00226567 0.000618294 0.00389067 -0.0028366 0.0199219 -0.00204177 -0.00144371 0.00154415 0.00272667 0.00197538 0.00531275 0.0013512 -0.00347904 0.00536188 0.00929168 0.00108443 0.00739717 0.0097226 0.01156 -0.00287321 -0.00373541 0.00828548 -0.00796913 0.000948289 -0.00323538 0.00280287 -0.00645475 -0.0115134 0.000678564 -0.00363002 0.00806924 -0.0051341 0.00215071 0.00833208 0.0100685 0.00105251 0.0141624 0.0182532 0.00152624 -0.00222716 0.00769467 0.0116949 0.00223148 -0.00363365 0.00331463 0.0124394 0.00111434 -0.000685151 -0.00677009 0.00417953 0.000222261 -0.000831621 0.00439623 0.00809139 0.00626567 0.000625375
internal_weight=0 508.047 203.119 12697.2 5150.96 1762.5 432 1330.5 1212.04 238.97 973.067 164.371 3388.46 115.923 82.248 49.0972 294.017 36.4402 3272.54 1968.63 1303.9 312.386 254.486 991.516 247.476 79.8008 167.675 744.04 710.727 218.97 137.984 51.3514 338.974 74.5988 7546.26 394.75 165.206 104.105 88.8084 56.4384 44.3898 7151.51 324.242 1749.66 1303.12 625.585 446.546 281.065 22.1024 6827.27 2567.48 432.417 133.119 4259.79 1995.01 2135.07 538.039 275.762 262.277 35.851 1527 1393.83 2264.78 468.011 2090.53 319.204 1771.32 174.248 118.461 78.5878 299.299 261.637 191.508 172.208 634.094 569.662 165.481 160.454 358.727 1597.03 95.6049 229.545 153.634 70.1295 53.7113 109.284 304.929 58.5164 121.565 110.487 37.8786 72.6083 52.9042 64.6799 55.1243 57.9003 43.5081 677.533 1501.42 172.537 25.7465 146.791 136.359 59.0853 77.2732 62.3899 240.98 97.2676 58.3186 46.4662 202.677
internal_count=201079 7473 2644 193606 65594 21513 6488 15025 13902 2613 11289 1831 44081 2162 1534 841 4116 634 41919 26107 15812 3085 2356 12727 2950 712 2238 9777 9396 4130 2372 849 3097 782 128012 7373 2990 1778 1546 1037 803 120639 9470 21977 16633 8729 5344 3418 376 111169 51344 7961 3123 59825 33086 43383 12830 5540 7290 710 25462 23705 26739 7624 24104 5092 19012 2635 1123 698 4838 3537 2633 2372 8192 7313 1926 2996 6038 30553 2453 4383 1658 904 701 1586 4829 1134 3538 3251 1090 2161 1535 1362 1108 729 535 7904 28100 2165 346 1819 1675 875 800 658 3861 2413 977 745 5932
is_linear=0
shrinkage=0.0227381


Tree=390
num_leaves=112
num_cat=0
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split_gain=8.08448 9.39789 9.24037 8.72081 8.4603 8.35996 11.2613 10.2703 13.8732 10.1238 10.4136 10.0488 9.03811 9.1587 8.94789 8.72657 9.49338 9.20483 9.01656 7.93284 12.593 8.99438 9.78789 10.3089 8.1901 8.12099 7.74513 7.70673 10.3177 13.7706 7.29098 7.26595 11.1867 7.61397 7.19137 6.93292 10.2341 12.6488 10.7191 12.0383 9.75792 9.56986 8.6966 13.3064 12.6504 12.0502 10.638 10.0557 9.79289 15.075 10.7649 9.62004 9.13565 9.39672 8.86782 8.17327 8.02924 7.91136 7.72053 11.2151 9.0551 7.35109 7.14483 7.10526 12.4626 8.84979 7.09611 8.76711 8.67848 7.27705 6.97125 6.92043 9.76217 9.71641 6.84139 12.8695 8.93531 6.6857 7.30849 6.67987 6.66254 8.10217 6.5884 6.57284 9.07511 8.20333 10.2683 9.98338 6.86203 6.51256 6.49364 6.43795 6.37304 6.36076 6.84616 6.30305 6.2899 6.2585 6.72514 6.11808 6.11235 6.1071 6.41125 6.88601 6.09388 6.05877 5.96663 5.94325 5.88902 5.59922 5.55921
threshold=6.5000000000000009 2.5000000000000004 1.5000000000000002 0.026531172727837598 0.8185736677115989 -1077.4999999999998 -0.01672392804175615 0.185465354507549 -582.49999999999989 0.012211709748953583 -0.020105624571442601 907.71926529105781 -0.017832733690738675 0.008319849148392679 -2273.4999999999995 0.00055000000000000003 17.500000000000004 0.81550000000000011 -0.022963503375649449 8.5000000000000018 2.5000000000000004 -0.012540327385067938 31507.875000000004 0.022897675633430484 0.49999306646859659 -0.02352496329694986 0.036296479024016899 0.050673231482505805 -4640.4999999999991 686079.00000000012 0.6604284881346425 45.500000000000007 -0.027135383337736126 -2170.1249999999995 -196.49999999999997 0.0077496964950114497 0.1612140856047771 0.0045500000000000011 -0.023923477157950398 0.15427683686723806 0.34891304347826091 0.91583866207575026 -0.06750904023647307 0.19232978925667946 32006.908593750002 0.68225504083633204 -0.062169356271624558 0.0010600656969472768 0.93838167843853826 -0.011525207199156283 4.5000000000000009 0.10141197432837319 0.17405329593267885 0.14198340602821155 -0.025438359938561913 14.500000000000002 10.501412429378533 0.65795169742538173 0.15134495637876891 0.024432983249425892 -2263.4999999999995 0.45643939393939398 0.015280819032341244 0.96289160903687276 0.76976128338902094 -0.041006924584507935 11882.283750000002 22482.859500000002 0.4431952435518613 0.13265000000000002 230271.75000000003 6975.6431250000005 -4548.4999999999991 80858.250000000015 0.44907724644507846 25562.250000000004 214.96657643312105 -114.49999999999999 0.4447222222222223 -0.022234548814594742 0.0092038111761212366 12.500000000000002 12.500000000000002 17.177304120028584 0.060428111851056621 -405.49999999999994 -1740.7083333333333 0.15413478016853335 1.0000000180025095e-35 0.018248581327497963 6.5000000000000009 0.41277890466531447 0.0023787369718775157 -0.024629159830510613 818.03649482212847 0.027884607203304771 -1190.3874999999998 0.010034834500402214 -0.014040010049939154 -0.0098113794811069948 0.051124431192874915 -0.027354101650416848 0.086650000000000019 183846.50000000003 122.50000000000001 0.067550000000000013 0.014981483559645384 0.88854557772801146 0.18132446809246461 130421.25000000001 0.67700000000000016
decision_type=10 10 2 10 10 8 2 8 8 2 2 10 2 2 2 8 8 10 2 2 10 2 10 2 8 2 10 2 2 8 8 10 2 8 8 2 10 8 2 10 8 10 2 10 8 10 2 2 8 2 2 8 8 10 2 10 10 10 8 2 10 10 2 8 10 2 10 10 8 8 8 8 2 8 10 10 10 10 10 2 2 10 10 8 10 2 10 2 2 2 2 10 2 2 10 2 10 2 2 2 2 2 8 10 10 8 10 10 8 2 8
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Tree=393
num_leaves=112
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split_gain=7.77335 10.6705 6.83663 9.46044 12.9401 8.85975 13.8137 13.112 7.9794 11.3425 10.1639 9.65616 9.62704 9.77672 9.25318 8.93126 8.80519 12.9036 11.1075 10.1435 9.62378 9.45376 8.48027 8.45301 8.36077 8.17518 7.96772 7.83418 7.80209 9.52419 13.5294 16.3706 12.3369 9.31441 9.08477 9.66035 8.99003 10.8404 8.63966 8.59469 7.79222 7.77018 7.59058 7.47696 7.45974 7.44833 7.31785 7.28378 7.11794 7.09663 9.58442 7.05002 6.99593 6.94504 6.78826 6.85658 6.61582 8.38851 8.51177 7.42339 7.27252 6.65641 11.1666 6.55667 8.55337 6.38806 6.12169 6.0273 5.99247 10.1786 8.71098 10.0075 9.08623 7.17244 7.49189 7.17186 5.82786 5.80093 5.79763 5.68957 5.56992 5.56292 5.53171 5.49753 5.23273 7.81319 6.5314 4.96687 4.85329 4.77593 4.678 4.67063 4.5816 4.51055 5.07853 4.27027 4.26574 4.10572 4.08369 3.88083 3.82321 3.81778 3.76645 3.75749 3.74555 3.48235 3.37065 3.3078 3.29124 3.13148 3.10206
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decision_type=8 2 10 8 8 8 2 10 10 8 8 10 2 8 10 10 10 10 8 2 10 8 10 8 8 8 8 2 2 8 8 8 2 10 10 2 2 2 2 2 10 2 8 10 10 8 2 2 8 10 8 2 10 10 10 10 8 8 8 8 2 10 8 8 10 10 2 8 2 2 8 10 8 2 8 10 2 2 10 10 10 10 2 2 2 8 10 8 10 10 10 2 2 10 8 10 2 8 10 10 2 8 10 2 2 2 2 10 10 10 2
left_child=1 -1 8 4 99 6 7 -5 10 11 56 84 13 25 28 23 18 40 20 83 26 91 46 101 -25 41 98 -16 33 36 32 -32 -31 34 39 -36 37 -30 81 -12 44 -13 78 -27 -18 65 -15 52 -46 50 -23 -51 -17 -49 55 90 76 58 79 61 88 -59 -63 64 -22 -7 -57 -28 69 70 72 -72 -47 74 75 -70 -2 -76 -8 -58 -80 -35 -65 -19 85 86 -10 -68 -60 -61 106 105 -21 100 -95 -38 -88 -89 -11 -4 -44 -14 -87 -29 -91 -20 -6 -94 -40 -3 -86
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leaf_count=162 96 80 157 131 126 164 170 288 124 156 11984 730 405 503 97 164 192 137 129 88 1512 2604 342 847 1815 1486 5695 83 461 6670 11778 15358 2834 89 3069 1422 69 523 258 82512 226 1048 83 372 133 354 7559 439 727 970 7353 3979 481 115 147 89 120 281 576 183 126 223 254 587 588 629 201 526 397 102 886 561 2346 182 714 294 106 1783 186 253 135 296 1254 714 782 63 111 149 232 87 90 653 144 656 85 335 96 109 126 198 100 1591 251 177 200 105 241 119 78 191 91
internal_value=0 0.010671 0.000155795 0.00186216 0.00709422 0.00101064 0.0065203 0.0179077 -1.14961e-06 -0.00105975 0.00032082 -0.00236085 -0.00182487 -0.000477288 0.000195127 -0.0043958 0.000533978 0.00690111 -2.62706e-05 -0.00201609 -0.00297795 0.00160912 0.000747505 -0.0061744 -0.0030219 -0.00476957 -0.00623948 0.0103013 0.000142615 -0.00103155 -0.00134555 -0.000305351 -0.0045211 0.000523869 0.000429289 -0.00386902 0.005968 0.00976649 0.00805779 0.000591103 0.0138883 0.000137191 0.00155389 -0.00879764 0.017266 0.000148539 0.00135003 0.000802593 0.0226519 0.00219888 0.000465042 0.00510742 -0.00408107 0.00623309 0.0105716 0.0123294 0.00483238 0.00637719 0.00985791 0.000520369 0.0128401 0.00617174 0.0112187 0.000595911 0.00429176 -0.00757871 0.00542218 -0.00763451 0.000731554 -0.000997971 -0.00169786 0.0024394 -0.00411101 0.0029724 0.00198748 0.00838615 -0.00348889 0.0001491 0.00741142 -0.000884315 0.0121563 0.000143977 -0.00359644 -0.00885859 -0.00850844 -0.00190958 0.00674168 0.00878633 0.0149461 -0.00641829 0.0180844 -0.00884539 0.0103135 -0.00462449 -0.00910226 -0.00546839 0.0139717 0.013001 0.00580451 -0.00460388 0.00377992 -0.010151 -0.00946806 0.0153255 0.00206724 0.00281654 0.0209325 0.0152227 0.0148191 0.0184797 -0.0121039
internal_weight=0 27.8524 13190 1103.12 145.579 957.538 121.918 30.2198 12086.9 2814.25 9272.62 1547.09 1433.28 947.065 9030.02 486.215 1267.16 94.611 1172.55 44.2522 415.523 757.025 742.34 361.065 209.844 204.725 213.902 38.0023 8992.02 2200.46 2112.64 1598.46 514.174 6791.55 6716.33 236.521 87.8254 66.8709 75.2267 6479.81 50.3588 96.0397 91.698 108.685 42.3252 835.62 704.851 125.15 28.35 723.028 459.241 263.787 67.0171 58.133 112.859 101.796 242.605 206.313 125.722 80.5918 97.0892 44.9402 30.7025 201.621 107.048 51.3846 53.8572 194.52 784.236 445.306 433.866 159.8 274.066 338.929 321.605 64.9413 36.2917 256.664 46.1908 28.6324 30.6411 38.7058 94.5727 30.0156 113.809 44.7836 21.3152 44.4649 85.6437 35.6516 47.9384 33.9968 14.2365 45.5072 29.2238 20.9545 12.8157 30.3969 19.3823 32.7199 16.2834 151.221 23.4684 28.1239 17.0799 9.80098 39.0362 10.8133 36.521 18.0243 69.0256
internal_count=201148 433 200715 11753 1507 10246 1834 419 188962 48132 140830 19415 17897 12040 138093 5857 28717 2480 26237 1202 10444 15793 8404 4658 2662 3636 6503 357 137736 38028 36640 27136 9504 99708 98987 4491 1388 984 721 94496 1278 1778 1415 1858 1052 8412 8062 1199 860 14906 9957 4949 645 554 1152 1005 2737 2535 1307 1228 934 758 477 3941 2100 793 548 6221 7619 4249 4147 1447 2700 3370 3188 691 202 2497 491 373 321 385 1841 851 1518 645 331 459 808 470 457 887 351 924 741 404 207 258 282 355 183 1996 314 260 287 234 367 263 336 271 873
is_linear=0
shrinkage=0.0227381


Tree=394
num_leaves=112
num_cat=0
split_feature=175 38 38 93 130 224 142 212 124 134 121 200 203 18 175 230 142 181 150 232 216 222 206 207 195 184 216 229 187 222 18 18 134 68 218 133 31 186 215 145 124 124 225 152 186 124 142 124 179 125 41 133 211 184 60 211 42 219 211 195 93 212 182 171 208 207 231 130 185 152 208 222 145 19 212 181 133 225 7 40 37 185 226 203 207 230 60 142 118 142 182 162 154 126 203 228 230 220 145 188 133 193 208 83 209 190 182 162 1 152 225
split_gain=10.066 7.49927 19.6307 10.898 15.566 10.8881 9.94522 10.0731 9.40261 10.6411 10.3164 9.79221 11.4001 9.28489 10.0314 9.92681 10.4706 9.27681 10.4499 9.19343 11.4999 10.1591 11.8215 9.32997 9.63425 9.55941 9.07249 9.01853 8.96 8.88583 12.2898 10.068 9.88246 9.30148 8.86478 11.8828 11.5921 10.7315 9.38562 9.35576 13.4268 8.84097 8.83185 10.4286 10.4384 10.1041 8.4654 8.43453 10.5598 10.2209 8.41152 8.30684 9.43666 8.7175 8.39482 8.25003 8.99985 8.24539 8.18981 12.4436 8.15439 8.99769 8.98547 8.50562 8.46194 8.14389 7.8562 10.2566 7.83299 8.03509 7.77725 10.6676 8.07193 7.63518 8.27646 8.14869 7.77078 8.68587 7.58768 7.58454 7.56134 7.53093 9.41189 7.51571 7.47229 7.47204 10.0256 8.75246 7.29321 7.27031 7.23691 7.18742 10.1216 13.4684 10.0467 9.04546 8.78982 7.43129 7.1109 7.06318 6.98706 6.95346 6.89046 6.79945 6.78797 7.25251 6.67323 6.54102 6.54081 6.53641 6.51627
threshold=11.500000000000002 41.500000000000007 8.5000000000000018 -1.0000000180025095e-35 0.4467657441635306 0.012414526659995319 -200.44999999999996 -0.021954140625894066 44.713210130047919 0.41823598761564557 0.27229848723156036 19.500000000000004 0.02635525539517403 -1746.4999999999998 4.5000000000000009 0.0023268094519153242 -261.92857142857139 236019.21428571432 -2328.4999999999995 -0.0044117607176303855 -0.036087699234485619 0.020101548172533516 -0.033709503710269921 -0.027363780885934826 21.527372627372632 66669.112500000017 0.050357930362224586 0.0077516734600067147 15.376024590163937 0.01163998292759061 -330.49999999999994 -2223.4999999999995 0.10023077572273198 1.0000000180025095e-35 -0.0091400025412440283 0.10717835831017297 16.500000000000004 15912.000000000002 -0.00047993488260544831 814.70372937982859 41.310061601642722 33.31827515400412 0.019330878742039207 211581.67500000002 22500.022500000006 28.863791923340184 -315.63333333333327 29.019849418206714 0.49999769734717553 3.2511978097193706 0.22195798551490056 0.23078752539672176 -0.016823899000883099 25043.625000000004 0.016550000000000006 -0.011883193626999853 0.033150000000000006 -0.020218621008098122 -0.026707620359957215 23.826836581709149 -1184.4999999999998 -0.0060447587165981522 -351.93333333333328 585.50000000000011 0.015028474386781456 -0.040623430162668221 0.0091210645623505133 0.20376523449160364 -251.51783783783779 313963.44937500008 -0.011114167049527167 0.009352752938866617 697.82879600942613 67.000000000000014 -0.035412736237049096 51642.600000000013 0.14424597054062813 -0.0019671192858368154 8354.2500000000018 0.38631968351288809 1.0000000180025095e-35 274.7171511627908 0.0063752529677003631 0.11014763265848161 0.0071222952101379642 0.0075638918206095704 0.19965000000000002 -334.41666666666657 1.0000000180025095e-35 -1781.5916666666665 -1720.9444444444441 0.96289160903687276 424347.75000000006 0.093095358438609124 0.056340953335165984 0.0027683725347742443 -0.0012427230249159036 0.014186249114573004 801.30169544256262 0.6610640301318268 0.049480098983324776 8.5000000000000018 -0.037559144198894494 0.040350000000000004 -0.020356683991849419 61.500000000000007 -1325.4852941176468 1.0013974840398123 1.0000000180025095e-35 162399.20142857145 0.0047455173917114743
decision_type=10 2 2 10 8 2 10 2 2 8 10 8 2 2 10 2 10 10 8 2 2 2 2 2 10 8 2 2 8 2 2 2 10 10 2 10 2 10 2 8 2 2 2 10 10 2 10 2 10 2 8 10 2 10 10 2 8 2 2 8 10 2 10 8 2 2 2 10 10 10 2 2 8 8 2 10 8 2 10 10 2 10 2 2 2 2 8 8 10 8 8 10 8 2 2 2 2 2 10 10 10 8 2 10 2 8 10 10 2 8 2
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split_gain=9.90386 7.88722 8.90316 8.76181 8.53918 7.92205 7.76186 9.00948 13.2239 15.981 12.6622 10.7015 9.93483 14.7454 9.72674 12.31 9.28395 8.50989 8.40062 11.2841 8.83876 9.92733 9.48506 8.57562 8.22497 7.85284 9.90808 7.67333 18.8731 9.21915 11.6199 13.0184 11.1179 8.91975 8.4851 8.28273 9.96768 7.6696 7.57759 8.51038 7.04179 7.03062 7.17651 8.14934 6.94584 7.07433 6.94365 6.90925 6.83655 6.80059 6.73877 6.62749 6.72496 6.43738 6.58097 10.5604 10.4072 8.82242 6.9785 6.4248 12.2997 7.75756 6.7588 6.21034 6.81236 6.12794 6.15103 6.09324 6.26415 6.0055 5.80566 5.71318 5.64709 5.56339 5.54724 5.37746 5.22424 5.10746 6.47694 5.08824 4.91389 4.86494 4.81768 4.66401 4.63006 4.4836 4.40001 4.35474 4.2889 4.2483 4.21951 4.21437 4.55382 4.14892 3.98841 5.32048 3.68026 3.59228 3.42924 3.22961 3.14992 2.90484 2.88788 2.79184 2.769 3.02178 2.65939 2.61008 2.5126 2.4042 2.14031
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decision_type=8 8 10 8 10 2 2 10 8 10 10 10 2 10 2 10 2 2 8 2 2 8 8 2 10 2 2 10 10 2 2 10 8 8 2 2 2 10 2 10 2 10 2 2 10 8 10 2 8 10 2 2 8 2 2 2 8 8 10 10 10 2 10 8 10 2 10 10 2 10 10 10 8 10 2 10 10 2 10 10 2 2 2 2 2 2 10 10 2 10 2 10 10 2 8 10 10 8 8 10 2 8 10 10 8 10 10 2 2 8 2
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leaf_count=105 105 681 114 65 91 53 205 1209 112 124 114 495 2051 7603 2276 875 2752 380 1061 1095 264 11351 3641 423 108 2816 1415 92 757 19346 1331 425 222 4680 10398 194 1073 337 67 104 277 158 134 114 784 78327 857 18239 353 326 86 156 361 139 4873 94 589 104 595 88 176 151 195 85 128 691 768 319 499 667 115 208 614 111 209 87 156 425 162 66 181 840 228 43 109 82 1119 211 172 144 298 124 115 83 704 100 61 88 492 87 195 217 113 165 214 130 124 146 102 880 81
internal_value=0 -2.41249e-05 0.000121791 -0.00216563 -0.00560147 0.00169398 0.000187485 0.000981508 0.00512835 0.00151049 0.0127312 -0.00250795 0.000710319 0.00163547 0.0041477 -0.0003347 0.00554461 0.0165421 -0.00070188 0.00306662 -0.00143464 -0.00278261 0.0011355 -0.00136361 -0.0002304 0.000354744 0.00720265 -0.000138003 0.00155824 -0.000436954 0.00390656 -0.000431421 0.00955928 0.000165562 0.000739085 0.00754105 0.01252 0.00811584 -9.6521e-05 -0.00495418 -0.00604609 -0.00144354 0.00375691 0.00916539 -0.000601319 -0.000699242 0.0033272 -2.00527e-05 0.0124264 -0.00940192 0.00375255 0.00573538 0.0075283 -0.00355941 -0.0040631 -0.00090171 0.00473426 0.00086915 -0.00499434 -0.00591104 0.00221271 0.0136294 -0.00696927 0.00675495 0.010107 0.000169776 -0.00460527 -0.00748222 0.000246182 -0.00575296 0.0197254 0.00800665 -0.00369349 0.0064659 0.00506856 0.00192393 0.00479274 -0.00780358 -0.00176695 0.00869485 0.00608089 -0.00811846 0.0208595 0.0112413 -0.012553 0.0100991 -0.00872742 0.0113444 -0.00528911 0.00724032 0.0197081 -0.0116056 -0.0135746 -0.00288305 -0.0101027 -0.0125559 0.00188267 0.00216565 -0.00752308 -0.000830273 0.0145782 -0.00918413 0.00130815 0.0117611 0.0155062 0.018607 0.0189822 -0.00822624 -0.0127143 -0.0153196 -0.0155328
internal_weight=0 13034.1 12210.2 823.861 130.341 218.087 12079.9 4161.34 245.979 173.653 72.3255 131.768 3915.36 2364.8 791.992 189.729 602.264 60.7684 1550.56 247.956 1302.61 853.998 448.608 135.416 7918.56 1572.81 73.4872 7803.38 1163.8 6639.59 234.952 137.429 97.5233 951.212 896.946 212.585 89.6756 112.54 192.386 83.959 115.173 74.3297 47.1063 31.8742 6404.63 6303.31 122.91 1499.32 41.885 57.8608 108.427 147.612 129.289 605.774 581.664 219.297 91.6863 79.2983 127.611 362.367 40.6814 17.1418 321.686 83.0305 61.2946 67.5924 44.2038 316.836 44.9218 105.417 51.3238 23.3886 59.116 24.1095 101.323 21.6011 26.0982 114.142 48.9762 26.3516 22.3385 54.2655 11.0591 19.1307 48.2496 100.897 271.914 20.1823 25.3961 16.1991 20.2839 65.1655 56.8167 21.7358 60.0184 48.6886 8.34883 31.379 23.5396 19.8178 41.4768 27.2234 11.3298 25.7013 15.0268 11.8892 12.388 26.6377 40.8431 52.1916 38.3926
internal_count=200744 199952 184193 15759 2443 2002 181750 60424 4020 3299 721 2437 56404 36181 13506 3151 10355 607 20223 2916 17307 11615 5692 1518 121326 22675 1620 120216 18891 101325 2659 1756 903 16010 15078 2881 1267 1398 1784 843 1110 731 406 272 98666 97673 1614 21055 862 620 941 792 687 13757 13120 4980 1736 1518 3244 8140 1135 467 7005 664 495 2262 1459 6810 818 1876 495 803 1203 637 993 440 223 2185 914 561 343 932 316 498 516 531 5992 315 277 258 422 1271 1086 169 982 804 185 170 668 172 323 325 178 218 387 344 218 571 379 971 407
is_linear=0
shrinkage=0.0227381


Tree=397
num_leaves=112
num_cat=0
split_feature=12 12 124 129 226 131 189 218 131 122 153 212 18 222 166 201 190 179 150 186 195 188 210 224 26 151 42 200 18 197 218 202 142 165 11 202 50 165 86 176 190 179 153 40 179 76 142 188 153 121 230 214 218 218 217 119 203 226 142 151 179 121 39 171 218 199 134 233 201 150 228 136 136 145 178 16 122 14 195 230 138 218 223 14 180 209 58 156 152 127 156 209 30 214 131 203 197 195 203 224 142 127 195 223 149 142 123 224 142 207 7
split_gain=10.4311 8.53524 11.1125 12.5058 8.30364 10.732 10.4891 9.34876 11.5548 11.028 8.58743 10.4001 8.47584 9.82136 10.8258 9.89376 8.34909 8.21467 10.6427 8.49863 8.00526 7.93586 7.83033 7.81088 7.68389 9.09237 7.63706 8.38129 9.23852 7.55175 8.26743 7.99079 11.4187 14.003 13.2688 15.522 10.2194 9.43785 7.40828 7.39536 11.2892 10.2034 10.8108 11.9726 10.031 10.057 9.51682 8.80478 10.9533 7.97749 7.6106 9.45391 7.91094 7.59414 7.33518 7.63103 8.28207 7.6011 12.7681 10.2868 10.5127 10.1408 8.96631 7.93508 9.20345 7.74572 9.20628 7.91952 10.5357 7.90317 9.54683 8.59568 8.975 7.85852 7.60499 7.26414 7.25812 7.56107 7.25709 10.1103 7.5171 7.24962 7.12575 8.30543 8.64767 9.61446 8.80053 8.56709 8.01536 9.5637 10.1899 9.13673 8.27167 7.07522 6.99721 7.77026 7.46019 6.88549 6.74482 6.73084 8.70689 8.22728 6.72242 6.68755 8.27607 6.57425 6.55227 6.54732 6.54344 6.53639 6.53219
threshold=1.5000000000000002 1.0000000180025095e-35 27.103353867214242 1.0000000180025095e-35 -0.013197246007621287 0.54023035021811616 0.095389748255990309 -0.019314580596983429 0.445381786146754 0.048877310630295663 2205441.0000000005 -0.018160994164645668 -4448.4999999999991 0.018061676993966106 6.5000000000000009 0.031746920492721174 37.500000000000007 1.0700592488864862 247.50000000000003 8361.3600000000024 9.600884955752214 0.28015151515151521 -0.026155006140470501 -0.016508758999407288 3.5000000000000004 1350.5000000000002 0.13665000000000002 34.500000000000007 -1052.4999999999998 1.1026554117153238 -0.0078531219623982889 -0.083803769201040254 -1478.4365079365077 0.55277777777777792 3.5000000000000004 -0.094436675310134874 0.10625000000000001 0.46291208791208799 0.077050000000000021 6.5000000000000009 132.50000000000003 0.52118469622902153 1845022.5000000002 0.52696848258196549 0.74075405677640982 0.16380000000000003 -905.267857142857 0.62926191398682685 1651950.0000000002 0.16666475604789979 0.0059549543075263509 0.01471415162086487 0.02330578584223986 0.027953401207923893 -0.031354272738099091 1.0000000180025095e-35 -0.020800061523914334 -0.012978467624634503 -970.82291666666663 1068.5000000000002 0.60209746138667308 0.12654025921541454 0.58082326775560789 81.500000000000014 0.016602672636508945 96283.587617224883 0.063859074901565213 -0.0022870657267048951 0.020942982456140354 -2173.4999999999995 -0.013844771310687063 0.3631999052157685 0.52733518189368678 791.24382438579744 0.17752100840336138 -772.49999999999989 0.05451330362471999 0.024887000000000003 8.321290322580646 -0.014879796653985975 1.0000000180025095e-35 -0.0031793534290045495 0.0014048721059225502 0.019394999999999954 11731.95225 0.0051260206382721671 0.9769500000000001 315168.75000000006 154358.56178571432 19223.686481521541 273615.75000000006 0.055474810302257545 2.5000000000000004 -0.0016593370819464324 0.35053773444616354 0.091776680201292052 1.0431777878978117 9.3358974358974383 0.0093539808876812475 -0.011777935549616812 -636.94999999999993 18603.001696674208 22.948496905393458 0.018429535441100601 -742.93749999999989 -692.24038461538453 0.82562599815016269 0.0043877745047211656 -1726.3166666666664 -0.0060052953194826833 22623.750000000004
decision_type=2 2 2 10 2 10 8 2 8 10 8 2 2 2 10 8 10 10 8 8 8 8 2 2 2 10 10 10 2 10 2 2 8 10 2 2 8 10 10 10 10 8 10 10 10 8 8 10 10 8 2 2 2 2 2 10 2 2 8 10 8 10 8 10 2 8 8 2 10 8 2 10 10 8 10 2 10 2 8 2 2 2 2 2 10 2 8 8 10 2 10 2 2 2 10 2 10 10 2 2 10 2 10 2 10 10 8 2 10 2 10
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Tree=400
num_leaves=112
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decision_type=10 2 8 8 10 8 2 2 2 8 2 10 10 2 10 2 2 2 2 10 8 2 2 8 8 8 8 10 8 8 8 10 2 8 10 10 8 2 2 10 10 2 10 8 10 10 10 10 2 10 10 8 10 2 8 8 2 2 2 10 10 10 2 2 10 2 8 8 10 2 2 10 10 2 2 2 10 10 10 2 2 8 10 2 8 2 2 10 10 2 8 2 10 10 8 2 2 8 8 8 10 2 2 2 10 8 2 10 8 8 10
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leaf_count=159 107 634 116 120 178 505 110 188 139 559 803 152 244 114 1046 649 1779 245 454 446 1192 2288 82 631 254 232 404 9261 373 855 2109 530 147 1671 2809 91 95 83 219 153 2337 195 151 3720 177 216 1229 446 576 539 303 687 212 1886 121729 1509 417 623 385 113 451 189 104 115 242 185 2502 117 2039 146 300 3069 270 828 97 3571 111 308 415 85 399 2107 158 78 128 229 92 79 62 1026 308 364 300 137 131 121 185 3314 137 87 241 96 193 106 225 705 76 222 4473 185 69
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internal_count=200853 200418 56397 15592 10722 1213 922 4870 3232 2181 1993 144021 6707 40805 24958 15847 14130 6922 1717 5705 1638 4067 1217 1434 23912 10079 4254 13833 10935 10116 2513 2898 677 7208 6934 137314 1668 1237 431 135646 130845 1020 474 129825 2931 126894 1445 819 9509 4698 1924 990 2774 2425 125449 1741 2754 1051 666 291 4801 4350 692 1117 891 430 5825 571 4848 600 934 5571 6332 1098 1638 4811 226 5234 2086 546 503 2221 274 417 323 339 583 1287 1167 1105 393 1240 664 349 375 212 3658 3499 254 435 328 912 816 491 4926 787 4701 317 4549 351 254
is_linear=0
shrinkage=0.0227381


Tree=401
num_leaves=112
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split_gain=7.92127 9.60677 10.2911 12.5402 11.3632 9.62278 10.4101 9.51068 9.68245 9.43249 9.40932 9.18737 12.1833 11.4002 10.1095 9.7012 8.442 8.41322 9.2718 9.04134 8.24399 8.17568 8.81311 8.1535 12.1069 11.3163 9.96337 9.79394 12.8388 11.4154 11.0449 10.2829 8.8978 13.9116 14.1731 9.78674 9.97764 9.72926 9.59685 8.52891 9.45874 7.99265 8.50513 8.55778 8.29932 8.26735 8.1529 7.90265 8.25634 8.36299 7.82228 7.80851 9.97298 7.70126 8.56493 11.1356 7.64932 7.95895 11.0923 7.63713 8.49169 9.86701 12.1462 9.49896 8.16204 8.2136 8.51203 12.801 9.79957 8.00328 10.4555 8.32009 8.00069 9.8529 9.00469 7.59437 7.50466 10.2835 7.65209 7.50117 9.75636 11.3544 7.33247 7.08384 11.3029 7.06685 6.98635 6.97586 10.323 9.32053 6.8918 6.85909 6.78134 9.58189 6.77477 6.76948 6.72733 6.62227 6.62225 6.605 7.80959 10.1655 6.56695 6.90572 6.56098 6.49321 6.47897 6.45656 6.43636 6.43447 6.40983
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decision_type=2 10 10 10 2 10 8 10 10 2 10 10 10 2 10 2 10 8 8 8 2 10 10 8 10 8 2 10 2 8 2 10 8 10 10 8 8 2 8 2 2 10 10 10 2 10 2 2 8 2 8 10 2 10 10 8 8 2 2 10 8 2 8 2 10 10 2 8 8 10 10 2 2 10 8 8 2 2 8 8 10 10 8 8 2 2 10 8 10 10 2 10 2 10 8 8 2 8 2 10 8 2 2 10 8 2 8 10 8 2 10
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Tree=404
num_leaves=112
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decision_type=8 2 2 8 2 10 10 10 2 2 8 2 2 10 2 8 2 2 2 2 8 8 2 8 10 10 8 10 8 2 8 2 8 10 10 8 10 2 10 2 2 10 2 8 2 2 2 2 10 2 8 10 10 2 10 2 2 2 2 2 8 10 10 2 10 2 10 10 2 10 10 8 2 8 8 2 8 2 8 10 2 10 2 2 2 8 10 2 2 10 10 8 10 2 8 10 10 8 2 10 2 10 2 10 8 10 10 10 2 8 8
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leaf_count=901 288 252 465 320 638 170 132 370 64 151 1230 185 251 212 281 782 529 265 65 333 1545 472 157 34 305 6428 3620 283 1570 3512 1294 313 310 222 504 250 263 276 284 431 6736 120 103 5904 1063 4563 3426 185 90 805 8489 89900 152 3431 12962 151 567 1400 494 88 107 174 121 164 276 119 304 194 146 381 111 169 190 849 138 127 198 1164 2850 221 1645 76 279 672 1458 7003 3792 119 548 315 189 763 526 153 170 553 81 483 86 417 201 499 133 234 139 239 144 107 80 152 1040
internal_value=0 -0.00204297 -0.00100135 0.00685465 -0.00182972 -0.000876225 0.00257553 0.00555154 0.00776489 -0.00911008 0.01003 0.000350383 -0.00123565 -0.0018347 -0.00223606 0.00221302 0.00504219 0.00904933 0.00598207 0.00956447 -0.00308638 0.00587036 0.0148131 0.0184638 -0.00286518 0.000536606 0.000464093 -0.000491916 0.000916765 -0.00284985 0.000433736 0.000843356 -0.0033462 0.00267172 0.00344494 0.0132095 -0.0019518 0.00340748 0.00562314 0.0124713 0.00284895 0.00100456 0.00974034 0.000940445 -0.00179649 -0.000545186 -0.00302752 -0.00478932 0.00191541 0.00114143 -0.000730125 0.00144698 -0.00250295 -0.00297023 -0.00320391 0.00350395 -0.00620603 -0.00831905 0.00620843 0.00862338 -0.00141598 0.00541919 -0.00269987 0.0141254 -0.0046645 -0.00353753 -0.00279182 -0.00519658 0.00535165 -0.000448068 0.0118182 -2.68846e-05 -0.00307885 -0.000874422 -0.007505 -0.00938166 0.00339119 0.00533142 -0.00699953 -0.00807208 -0.00533197 0.0017722 0.0129373 0.00110495 -0.00387403 -0.00253504 -0.00645501 0.00269851 -0.00450679 4.34357e-05 -0.00849036 0.000218106 0.00908922 0.00779677 0.00616279 0.0224893 0.0253964 -2.59329e-05 0.0134234 -0.00265743 -0.00669126 -0.00797782 -0.00460545 0.00666478 0.0173645 -0.00478037 0.0030072 -0.00993538 -0.012538 0.00713011 -0.0121361
internal_weight=0 732.043 646.563 55.7061 590.857 537.195 208.693 149.32 130.561 85.4792 112.054 12448.6 1302.96 1209.03 1170.85 185.659 143.723 94.5619 93.9333 70.8065 985.195 42.2915 45.8766 37.8398 49.1614 11145.6 10991.8 3121.31 1590.14 503.698 258.386 7870.47 285.321 1086.44 954.532 44.4399 1531.17 138.626 121.613 48.686 910.092 7585.15 45.8087 7539.34 511.097 438.438 164.111 256.947 63.9867 7028.24 984.702 6043.54 1392.54 1296.07 1283.36 96.4742 245.312 189.389 94.2754 38.1733 24.9299 153.825 19.5166 57.5773 59.3721 942.903 131.91 33.3216 24.4464 75.6065 48.8483 36.9846 328.502 226.162 102.34 93.0625 104.276 95.0234 192.96 180.997 105.471 104.977 35.5214 55.9222 917.96 615.625 302.335 17.3115 121.886 31.2484 72.6588 72.9271 30.6652 28.3736 26.4395 31.8113 27.224 69.1661 23.883 62.6692 41.9352 50.0389 23.1267 24.9428 26.2921 18.5078 13.7553 53.6628 43.2799 15.0161 75.7509
internal_count=200885 11344 9977 851 9126 8301 3275 2368 1998 1367 1695 189541 20046 18180 17880 2890 1763 1127 1866 1482 14990 839 890 733 636 169495 168429 48571 29194 12935 6784 119858 4842 16259 13918 754 19377 2017 1741 694 13164 115016 483 114533 9435 8183 4720 4376 1120 105098 14393 90705 17360 16545 16393 815 6151 4912 2064 300 592 1066 224 693 907 14151 2341 504 451 664 285 434 5026 3412 1614 1424 1532 1362 3256 3071 1867 781 531 1239 13798 8461 5337 246 1880 466 1252 1047 616 466 474 668 634 1031 367 493 1127 775 384 353 259 303 345 825 718 259 1178
is_linear=0
shrinkage=0.0227381


Tree=405
num_leaves=112
num_cat=0
split_feature=163 144 224 90 195 177 91 180 222 180 120 183 200 206 127 135 29 17 195 198 172 15 127 167 228 225 189 136 53 127 144 212 211 179 197 41 211 189 224 183 209 128 187 183 187 214 154 26 121 198 141 215 211 220 17 203 222 41 209 217 39 156 75 190 31 131 183 217 190 211 197 209 57 214 218 58 15 130 225 16 197 216 210 211 218 17 190 144 210 227 212 206 16 73 224 127 222 187 175 71 210 91 206 150 128 214 214 145 64 226 211
split_gain=7.15479 13.162 7.75225 7.22419 10.1078 9.96717 8.87699 12.5259 11.7933 11.8429 10.4691 17.3666 10.5845 12.611 10.41 10.3643 10.1695 15.5584 15.9558 10.1283 9.56931 9.53192 13.3147 8.97622 9.4079 8.82607 8.79705 8.4193 13.9214 11.3315 8.27027 8.96061 8.01855 8.01008 9.68093 13.7621 11.35 11.6502 10.2892 10.2805 9.69115 8.36254 8.21617 7.98087 7.90027 7.79418 8.51974 7.9797 10.2593 9.46548 7.57125 7.50462 7.46005 7.16184 7.09308 7.02463 7.01724 6.85028 6.92695 9.43451 9.10095 11.2338 10.1099 8.1786 8.25296 7.39472 6.65862 6.59341 6.56788 10.2756 6.49119 7.87048 6.4606 6.43806 7.61384 7.99906 6.36654 6.29709 6.53172 6.42013 6.17139 6.09706 5.94184 6.34224 5.9231 7.30402 6.6341 6.34659 6.71595 5.85253 5.80365 6.68012 6.56278 5.79836 6.23283 6.55399 5.71493 5.66417 5.5158 5.43171 5.40279 5.39769 5.34153 5.19881 5.10911 5.10514 5.07677 5.0697 4.98147 4.94864 4.90303
threshold=0.0010084379300914581 -456.49999999999994 -0.011188711039721964 1.0000000180025095e-35 24.752777777777784 0.30151515151515157 1.0000000180025095e-35 10765.925625000002 -0.012768113054335116 9201.4092857142878 7.1175823695162252 -1711.4999999999998 32.500000000000007 -0.026717300526797768 2943.8217619097272 0.10445092125944068 2.5000000000000004 -5594.4999999999991 9.235828877005348 0.026824385879076266 1.0000000180025095e-35 -10893.499999999998 4795.5505578770917 0.37171052631578955 -0.011724898125976322 0.018595669418573383 0.090703414232826005 0.51669244656224855 0.10805000000000002 4044.9306860017205 -1282.4999999999998 -0.018160994164645668 -0.030747741460800167 0.89169281118313382 1.0263250256995491 0.40574790048145171 0.030515601858496669 0.17405329593267885 0.015081359539180996 -2560.4999999999995 0.031976945698261268 130541.25000000001 4.5173619483964318 -2384.4999999999995 9.8337651122625243 0.062222149223089225 1181093.4900000002 16.500000000000004 0.12654025921541454 0.13098430896230992 0.39401733207767814 0.040767300873994834 -0.00056373365805484344 0.022972036153078083 -2872.4999999999995 0.078812140971422209 0.0064129203092306861 0.16590650291973999 0.027402251027524475 -0.028026949614286419 0.54372597325369487 106872.75000000001 1.0000000180025095e-35 95.500000000000014 13.500000000000002 0.64697332253476592 -714.49999999999989 0.0057314266450703153 3.5000000000000004 -0.0079394648782908899 1.0141770771219367 0.036114690825343139 0.042750000000000003 0.04082534275949002 0.011637686286121609 0.98185000000000011 -16727.499999999996 0.15928479458611147 0.013961167540401222 -1423.4999999999998 0.966899301334886 -0.00062872085254639376 -0.046710751950740807 -0.025848322547972199 0.0023976913653314118 -3977.4999999999995 66.500000000000014 -52.499999999999993 0.018211181275546554 -0.012215815950185059 0.01111883530393243 0.020588104613125328 -1770.4999999999998 0.66790000000000005 0.0091475411318242567 10445.371953548922 -0.00230103638023138 6.3113997113997122 3.5000000000000004 0.10975000000000001 -0.033493958413600915 3.5000000000000004 0.016379266977310184 -1148.4999999999998 40575.000000000007 -0.014086272567510603 0.0088513698428869265 243.92143525151661 0.14585000000000001 0.009890024550259115 -0.0079394648782908899
decision_type=10 10 2 10 10 10 8 10 2 8 2 10 10 2 2 8 2 2 10 10 10 2 2 10 2 2 10 8 10 2 10 2 2 10 8 10 2 10 2 10 2 10 8 8 8 2 10 2 10 8 2 2 2 2 2 2 2 8 2 2 8 8 8 8 2 8 10 2 10 2 10 2 10 2 2 8 2 10 2 2 8 2 2 2 2 2 10 10 2 2 2 2 2 8 2 2 2 8 8 8 2 10 2 10 10 2 2 10 10 2 2
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Tree=408
num_leaves=109
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decision_type=2 10 10 10 2 2 8 10 8 10 10 10 2 2 8 8 10 10 10 10 10 2 10 2 2 2 10 2 8 2 10 8 10 10 10 10 2 2 10 10 10 8 8 8 10 10 2 2 10 10 2 8 2 8 2 10 2 2 2 2 8 2 10 8 10 10 2 2 10 2 10 8 10 2 2 2 10 10 8 8 8 2 10 8 2 8 10 10 10 8 10 2 2 8 2 10 2 2 2 2 10 2 10 8 8 2 10 2
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leaf_count=142 119 88 74 116 157 89 115 1241 5312 216 504 1770 133 590 2862 289 1157 1943 379 5635 87 172 31686 138 90 1042 251 135 100 92 326 368 120 152 74 232 219 90 1076 209 844 471 602 3046 634 16193 1839 379 13549 772 498 978 25922 813 5639 298 7265 1267 1085 46228 141 150 119 41 102 3083 265 40 315 94 108 1556 87 101 115 63 125 166 263 165 132 112 145 86 238 122 246 150 82 99 91 95 145 287 193 118 92 1410 92 164 146 106 155 90 450 49 54 590
internal_value=0 -0.00393244 0.000211838 0.00802014 0.00043548 0.000172618 0.0014775 0.001785 0.00147468 0.00362081 0.00847141 0.00148973 0.00025899 0.0130851 -0.00268813 0.0068583 -0.00390588 0.00192315 0.00336964 0.00254192 0.0101599 -0.00192545 -2.68901e-05 -0.0038371 -0.0051824 -0.000602224 -0.00439838 -0.0096256 0.0112875 -0.00661661 -0.00263697 0.00782968 0.0130249 -0.00889823 -0.0116572 -0.0041695 0.00154875 0.00608364 5.86047e-05 -0.00344606 -0.00452517 0.00190514 -0.00665548 -0.00272041 0.0089075 0.000138224 0.000835886 -0.000872497 0.00150761 -0.001527 -0.00574557 0.00649702 0.00176987 -0.000301507 -0.00103665 -0.00025856 -0.00315519 0.000415473 0.00621699 0.000141901 0.00256246 0.00131164 0.00131194 -0.00412967 0.00494259 -0.0123612 -0.00926713 -0.00805169 0.00500877 0.000937932 0.0124967 -0.0125717 0.0136489 -0.0109859 0.0178795 -0.01342 -0.0150099 0.0068033 -0.00782761 0.00910806 -0.0121841 0.0185888 0.00985405 -0.0139579 0.0223003 0.0118842 -0.0139593 0.00974708 -0.00451875 0.018009 0.00570319 0.0131948 0.0171116 -0.00940585 -0.00511382 0.000895413 -0.0163232 -0.017261 -0.00459533 0.0167831 0.00171594 -0.0142056 -0.0112493 -0.00761908 -0.0161142 -0.0119322 -0.01821 -0.0152998
internal_weight=0 239.319 12912.2 55.786 131.497 12856.4 1697.67 1642 1593.08 569.928 166.155 403.773 1023.15 113.545 367.333 37.0499 330.283 655.818 499.591 379.326 48.917 52.6094 11158.7 236.608 222.473 114.356 81.6916 108.116 14.1357 55.677 156.226 32.6647 23.2707 107.822 82.9604 73.6778 23.4081 57.8197 10922.1 234.538 225.438 56.3258 169.112 107.602 33.1822 10687.5 4128.95 1164.56 2964.39 1075.83 97.1719 88.73 2867.22 6558.6 3236.38 2374.08 862.299 3322.21 141.192 3181.02 22.7725 46.6618 27.7136 31.2179 21.31 61.5101 53.9157 52.3678 27.776 24.8613 9.10062 84.7082 38.088 42.8225 10.1232 77.0852 69.0045 17.4997 23.1437 14.2379 32.9044 5.9744 15.4438 34.0139 4.7814 11.9984 78.5144 13.5667 11.7397 21.2034 5.87517 9.57022 28.9885 21.9214 9.39401 8.08073 64.7455 59.9927 17.698 11.158 8.80866 29.9115 24.4474 9.20589 29.4893 17.0733 56.4021 26.9881
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is_linear=0
shrinkage=0.0227381


Tree=409
num_leaves=110
num_cat=0
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split_gain=8.21311 7.41963 7.55917 8.46963 10.5112 10.3973 9.79942 9.01686 12.772 11.042 9.57692 8.80223 9.24106 8.63561 9.70287 8.90206 8.74226 8.5709 8.14267 9.78055 7.95935 7.79058 8.88943 7.88608 9.22588 7.7661 7.76451 7.76054 7.73815 8.16768 7.73208 9.2805 9.19795 9.18601 8.34116 8.25924 10.5817 10.059 11.7072 9.97714 8.40843 8.07322 8.09289 7.71198 7.56676 7.29688 7.09477 7.07959 6.92631 6.75157 6.68833 8.13497 6.99278 6.48623 6.4653 6.34659 9.63958 6.72354 6.25667 6.24893 8.8418 6.69135 6.24065 6.19575 7.34677 6.03005 7.56484 6.83791 5.1358 4.98185 4.8179 4.73346 5.7257 5.40751 4.68664 4.50566 4.47168 4.0124 3.91991 3.80112 3.72107 3.56302 3.55861 3.48919 3.48308 3.3438 3.27819 3.13447 2.93808 2.69963 2.67838 2.62739 2.57922 2.41527 2.29165 2.12849 2.08764 2.03194 2.21653 1.68595 1.64231 1.57154 1.42154 1.40888 1.14707 1.02481 0.933738 0.659125 0.144203
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decision_type=10 2 2 8 2 10 2 2 10 8 10 8 2 8 8 8 2 8 2 2 2 2 10 8 2 2 2 2 8 2 10 10 8 2 8 10 8 10 10 10 2 8 2 2 8 8 8 2 2 2 2 2 2 2 10 8 2 2 2 2 2 8 2 10 2 10 2 10 2 10 8 8 2 10 8 10 10 8 2 10 8 8 8 2 2 10 2 2 8 8 10 2 8 10 10 2 10 10 10 2 10 10 10 10 2 2 8 10 2
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Tree=412
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decision_type=10 10 2 10 2 10 10 10 8 8 10 10 2 2 8 8 8 10 8 2 2 8 10 10 10 2 2 10 10 2 2 2 10 2 10 2 10 10 8 10 10 10 8 2 2 2 10 8 2 2 10 2 2 2 10 2 8 2 10 10 2 8 8 10 10 10 8 10 2 10 10 8 8 8 8 8 10 2 8 2 2 8 2 2 10 2 10 2 10 8 10 10 2
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leaf_count=146 142 898 166 97 90 252 352 30615 12292 8476 241 209 413 1430 195 635 4349 2121 62859 4448 108 110 517 3471 492 1310 290 1270 287 450 215 2996 318 121 9008 556 289 1660 1287 133 121 12025 263 428 855 184 1923 2326 14692 88 299 106 94 116 172 104 1050 105 290 149 2364 1870 271 255 85 135 344 89 82 564 161 124 19 149 156 88 140 146 529 40 149 151 89 92 48 1024 185 49 618 92 66 97 83
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is_linear=0
shrinkage=0.0227381


Tree=413
num_leaves=112
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split_gain=7.39339 9.58297 6.90835 11.2615 10.0265 10.3463 13.0839 9.5713 9.49151 10.874 9.5464 10.3922 9.54067 9.26569 11.9086 9.62271 7.26113 9.2482 10.1184 10.725 8.79245 7.98602 8.14615 7.67862 7.47972 7.33761 6.95838 11.0065 15.5717 14.7934 12.4209 10.9906 10.2625 10.2691 9.29509 9.42172 9.29187 8.94187 8.89977 9.48802 8.82778 8.7361 12.5576 8.72002 8.60908 8.57533 8.53801 9.21012 10.0643 8.86215 8.29326 8.21535 8.32963 7.98161 7.33235 7.26339 11.627 10.7501 8.60524 8.69263 8.36335 7.90343 7.25271 7.18904 7.3862 6.93426 9.15741 6.91975 6.76501 6.75586 6.73542 6.65965 6.56501 6.52375 6.44021 6.2942 6.19601 5.99211 5.87141 5.79382 5.76094 5.76051 5.75298 5.71168 5.70943 6.72352 6.09641 6.43055 5.68579 5.62245 5.6145 5.59694 5.54496 5.83063 5.79386 7.97874 6.33089 5.50978 5.46849 5.45875 5.3296 5.26392 5.21119 5.19903 5.1326 5.12235 4.90818 7.34146 4.81239 4.70467 4.5508
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Tree=416
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split_gain=7.59127 8.98866 7.81986 7.25135 10.1857 14.9974 12.857 12.8227 9.14329 9.67307 10.898 9.10863 8.4601 8.59017 11.3117 9.26296 8.1234 8.10018 9.93658 10.4081 8.1486 7.93401 8.66161 7.76661 7.81818 10.0588 9.87192 10.2465 7.63794 7.6343 7.54226 7.8242 7.38197 7.05716 7.00613 6.95674 6.85308 9.78896 7.53445 9.18274 6.84352 11.2283 9.65004 8.58156 10.3854 10.4402 10.3024 11.2026 8.55896 8.39681 15.1781 9.36076 8.07988 8.92524 8.51737 9.32517 10.0595 8.7033 8.5242 7.79964 9.59611 7.68952 7.48171 7.17765 7.12951 6.94508 7.56108 9.20595 8.25452 9.03544 8.85829 7.76259 6.82066 6.81516 6.76 7.18518 8.35346 6.75702 8.83667 10.2794 8.30322 7.37858 6.65324 7.01603 6.5692 6.49111 6.48075 6.43487 6.41346 7.73671 6.57518 6.62913 6.46034 6.75112 6.2078 6.18667 6.08149 6.75947 5.99315 7.42944 6.19666 5.98466 5.82675 8.0193 6.94599 5.77217 5.73478 5.71213 5.70152 5.62002 5.59834
threshold=0.012414526659995319 2589.0326273627466 0.59179667373276312 -0.0083609702996909601 0.58082326775560789 0.079550000000000023 0.060850000000000008 0.065865478244236692 0.067331954476998815 -0.0010342088062316177 0.28801843317972359 0.024950000000000003 0.11825000000000001 0.011173533083645446 0.53346508563899875 294088.50000000006 0.11845000000000001 1.0000000180025095e-35 2.1984170472503748 0.77005938195996515 0.14255827854154215 -2509.4999999999995 0.72825000000000017 0.15955211455211457 218.96811024655059 0.27386363636363642 -0.017646385356783863 0.05456956967255238 0.095414328769779108 0.34375000000000006 69.500000000000014 -0.015155746601521967 3.2298522824146079 0.010291829239577057 2.7419575633127997 0.010550000000000002 1021.2301311410664 0.36181818181818187 1.0000000180025095e-35 2.5000000000000004 0.0093370294198393839 0.0086535443551838415 0.61721611721611735 -0.026679526083171364 3.5000000000000004 0.027183089405298237 26383.125000000004 247.39059174696274 3436.8975000000005 22081.0228449073 29.500000000000004 9.6125000000000025 0.037349708378314979 -0.040189703926444047 0.026094036176800731 0.19126377511233003 86951.812500000015 -1952.4999999999998 0.012285027652978899 0.0090342108160257357 -4090.4999999999995 0.018975500000000003 61.537303216974685 0.017129856500999546 0.21077093520409712 0.80620000000000014 0.99998693019716955 2.2249256881109112 0.72460000000000002 0.38366015509102108 0.42855260981512405 0.66143893202159154 0.10395000000000001 0.11460000000000002 0.15147104206873863 -2338.4999999999995 0.10975000000000001 0.027174169197678569 -0.018820840865373608 0.91320820023361149 7.5000000000000009 12300.778125000003 0.0073487828485667714 0.41801075268817212 0.19786567481092365 0.0097168376669287699 -0.012512734159827231 0.022651059553027156 0.3116729592763281 -0.015525246504694222 4.2282104222934409 1.0000000180025095e-35 0.6746473573825692 7223.1885000000011 1.0000000180025095e-35 1.0116988312726252 0.22976904618037206 0.11047206835072129 26.755952380952383 10.00359712230216 0.71825396825396837 41.500000000000007 -0.0050882280338555566 0.23726345151794789 124.50000000000001 247500.45000000004 7169.2500000000009 2.9436431255163433 0.19516850615310213 0.59317129629629639 -0.0076636492740362874
decision_type=2 2 2 2 8 10 10 2 10 2 8 8 8 10 10 8 8 10 2 8 8 10 10 10 8 10 2 10 10 8 10 2 2 2 2 10 8 10 10 2 2 2 8 2 2 2 10 10 8 2 10 10 2 2 2 10 8 8 2 2 2 2 2 8 8 10 8 8 10 10 8 10 8 10 10 10 8 2 2 10 8 8 2 10 2 2 2 2 10 2 2 8 10 8 2 8 2 8 8 10 8 10 2 10 8 10 8 2 10 10 2
left_child=2 33 40 17 8 6 12 -8 88 -10 11 -11 35 15 -15 -14 21 20 19 -19 23 22 -7 24 26 110 -3 -28 -27 -21 31 -9 86 -2 -23 -6 96 38 39 -38 41 43 64 62 48 46 47 -46 61 51 -51 -50 63 -54 55 85 58 -58 -57 60 107 -45 82 74 -43 66 68 71 69 -65 -70 -68 -69 -56 75 -42 -77 78 81 -80 -79 -67 -1 95 -63 106 -20 -4 90 92 91 -5 93 -90 -34 -84 97 -22 99 -98 -100 -62 103 -47 -104 -82 -55 -44 -36 -18 -26
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leaf_count=2623 943 323 811 215 1001 149 158 117 635 102 161 444 2726 297 1209 4675 1235 397 84 199 396 442 380 112 191 699 538 289 8348 287 164 709 922 129 63 1448 821 146 198 275 93 186 187 1275 3068 91 280 1350 56683 9802 5558 20839 1294 99 455 603 591 2025 116 273 517 778 119 19014 346 220 6436 859 766 4367 2429 1904 3853 174 831 97 263 722 1646 1212 149 563 778 664 206 191 618 214 190 3396 256 188 194 460 250 289 253 728 1070 79 153 120 424 192 165 109 947 216 866 75 499
internal_value=0 0.00115526 -0.000171388 0.00133643 0.00260124 0.00403118 0.00534936 0.0151928 -0.000282148 0.00529876 0.0110387 0.016567 0.00432739 0.00553621 -6.16425e-05 0.00699861 -0.00275375 0.000274257 0.00421233 0.0104819 -0.000418771 0.00169906 0.0113739 -0.0016523 -0.00197746 -0.0028028 0.00349075 0.00733963 -0.00370747 0.0016856 0.0191921 0.0224969 0.000605164 -0.00768995 -0.00262185 -0.0010778 0.00217334 0.00579886 0.0028981 5.2447e-05 -0.000130785 0.000268618 0.00702307 0.000146196 0.000321451 0.00344639 0.00487859 0.00381988 6.12655e-05 -9.61207e-05 0.00197576 -0.000449824 -0.000991691 0.00185912 0.00339511 0.00460299 0.00742312 0.0101531 -0.00130854 0.0114573 0.0147039 0.00466104 -0.00350697 -0.00143861 -0.00168035 -0.00176703 -0.00212996 -0.00417133 -0.00131767 -0.000773142 -0.00591787 -0.00245519 -0.00843253 -0.0060289 0.00252172 0.00730564 0.0103591 0.00198174 0.00400062 0.00100235 -0.00501644 0.0123295 -0.00417421 5.89578e-05 0.00967586 -0.000552136 -0.00525533 -0.00984855 -0.00220708 -0.0040053 0.00325316 0.00780267 0.00337517 0.00683088 0.00458243 0.00478875 -0.000119856 -0.00396666 0.00282521 -0.00429499 0.00541174 0.0198808 -0.00376136 0.00410007 -0.00768009 0.00747557 -0.00295522 0.000554194 -0.00784798 -0.00907906 0.00448825
internal_weight=0 2836.39 10309.2 2786.62 1266.28 844.205 708.397 55.4146 422.08 104.38 56.4194 39.782 652.982 533.47 112.204 421.266 135.808 1520.33 220.979 74.72 1299.36 83.3911 21.4124 882.509 868.397 758.157 110.24 81.8658 678.23 39.7752 47.6306 40.0042 146.259 49.775 61.9787 119.513 416.847 156.414 133.445 109.736 10274.8 7022.69 116.388 6906.31 6597.64 499.008 418.609 397.545 6098.63 5905 855.326 5049.68 3252.15 437.057 357.298 320.605 204.792 154.947 49.8441 75.3025 60.4269 193.628 308.666 2815.09 41.0857 2603.92 2377.46 666.618 1710.84 1538.75 172.098 484.889 181.728 36.6926 211.175 81.5859 65.9399 226.455 178.612 138.418 47.8431 40.1941 302.528 118.565 80.1821 115.814 58.0129 34.3957 317.7 240.717 76.9832 48.9942 51.7028 44.3085 88.2464 65.2426 260.432 111.635 148.797 38.1357 110.662 41.6906 80.3995 26.6125 53.787 12.859 99.0552 18.7363 39.2623 52.4165 79.9273
internal_count=200984 40902 160082 39830 21955 15714 12504 1148 6241 1342 707 546 11356 8907 1506 7401 3210 17875 2757 883 15118 1900 529 10999 10887 9737 1150 827 9047 486 990 826 1874 1072 1371 2449 4119 1440 1294 1096 159057 107029 1845 105184 100711 5570 4698 4418 95141 92882 15360 77522 52028 6495 5201 4572 3335 2616 719 1313 1040 2259 4473 45533 532 44249 39628 13052 26576 23381 3195 8340 4712 629 1284 453 360 4621 3641 2858 980 783 4354 1731 984 1237 702 1025 4899 4240 659 403 844 650 1172 1067 2679 1124 1555 332 1223 637 872 283 589 258 1046 403 929 1310 690
is_linear=0
shrinkage=0.0227381


Tree=417
num_leaves=112
num_cat=0
split_feature=202 92 133 15 39 210 215 19 133 29 17 221 132 18 216 159 19 225 42 179 211 154 232 215 205 153 89 93 211 144 81 203 191 13 214 89 144 65 218 208 133 7 226 18 224 182 223 223 152 209 39 183 216 223 40 49 14 227 207 40 216 217 156 83 93 182 19 210 41 199 154 231 183 121 220 121 211 89 120 226 209 56 171 215 222 19 38 65 170 13 145 132 49 228 186 93 42 191 215 183 214 165 18 216 215 202 41 186 182 217 65
split_gain=8.67529 10.4914 7.97503 7.84908 10.6524 10.1434 9.8423 8.78609 8.59648 8.14821 12.8823 8.96949 8.82607 8.72101 15.2197 9.25453 8.58821 8.30559 14.0528 13.0754 10.9798 9.14221 8.23974 8.12144 8.87612 8.19625 8.79263 7.86037 7.8083 12.5303 7.86407 7.77037 7.74742 7.56453 9.93044 7.96919 10.2164 7.45245 8.3512 8.16945 8.50157 8.15317 7.36774 7.16047 7.11605 13.7465 10.7274 8.92082 8.40105 8.6306 8.42879 7.00523 6.96211 6.74346 6.71904 8.10226 6.7666 6.6913 7.00857 6.50295 9.79589 6.47833 6.31985 6.17415 12.7323 6.15619 11.5151 9.53562 7.71194 6.18991 8.52384 6.15151 6.95063 8.78577 11.4443 9.34508 6.43142 9.99384 8.47894 6.03648 6.01413 6.00343 5.67083 5.6696 5.65637 5.4905 6.06086 5.51928 5.29743 5.9325 5.19303 5.07943 5.0398 5.52945 9.82401 5.8835 4.95877 4.81078 4.97914 4.62521 4.5682 5.29981 4.55974 4.49473 5.95379 5.51726 4.41275 4.22175 4.21697 6.87487 4.17765
threshold=-0.10011900961399077 1.0000000180025095e-35 0.026084824799131965 -9783.4999999999982 0.14429207453766402 0.013322228565812113 0.0020329582039266829 2.5000000000000004 0.0028744509251004071 2.5000000000000004 -9065.4999999999982 0.041214259341359145 0.0099286720759735377 -151.49999999999997 0.0031079087639227514 654.75000000000011 11.500000000000002 0.00043849417124874895 0.048600000000000011 0.82388415831837969 0.011808816809207203 10887194.250000002 -0.01892785262316465 0.047417348250746734 -0.0013075018650852142 2700002.2500000005 1.0000000180025095e-35 -418.49999999999994 -0.025054207071661946 -287.49999999999994 0.075050000000000019 0.13226895034313205 26.500000000000004 1.5000000000000002 0.030033829621970657 1.0000000180025095e-35 -36.499999999999993 0.031650000000000005 0.0088804173283278959 0.0036662368802353744 0.17414825991515012 42900.750000000007 0.009890024550259115 -540.49999999999989 0.0069875321350991735 -1720.9444444444441 -0.0011001403327099977 0.0040443073958158502 50116.556250000009 -0.021467525511980053 0.21518915924854387 -314.49999999999994 -0.002051632851362228 -0.0052569201216101638 0.34084772591571338 0.22315000000000004 0.010089500000000001 0.0081829968839883822 0.0015231724828481676 0.64313063179303376 -0.0053954028990119687 -0.0064732348546385756 13725.765000000001 0.025050000000000006 -431.49999999999994 -519.5192307692306 11.500000000000002 0.018609318882226947 0.13722749191501779 52616.03850000001 1337729.3100000003 -0.0089072426781058294 -932.49999999999989 0.10172656528236683 -0.018839988857507702 0.064423148664814148 -0.007032351102679967 1.0000000180025095e-35 3.3187818600963488 -0.0080360118299722654 -0.015379684977233408 0.37870000000000004 156.50000000000003 -0.016516353003680703 0.011424456257373096 7.5000000000000009 37.500000000000007 0.0021500000000000004 12.033333333333335 4.5000000000000009 924.40031484748999 0.20500153569153109 0.18105000000000002 0.0047049000859260568 4919.9625000000005 -1362.4999999999998 0.063000000000000014 20.500000000000004 -0.0029935138300061222 -1896.4999999999998 0.019509423524141315 0.78174603174603186 -2507.4999999999995 -0.024056077003479 -0.01707794331014156 -0.050969898700714104 0.37825236717528976 1491.7725000000003 -396.52777777777771 0.012191683985292913 0.038550000000000008
decision_type=2 8 8 2 10 2 2 10 8 2 2 2 10 2 2 10 8 2 8 10 2 10 2 2 2 10 8 10 2 10 10 2 8 2 2 8 10 10 2 2 8 10 2 2 2 10 2 2 8 2 8 10 2 2 10 10 2 2 2 8 2 2 10 10 8 8 10 2 8 10 8 2 10 10 2 10 2 8 2 2 2 8 8 2 2 8 2 8 8 2 10 10 10 2 8 10 8 10 2 8 2 8 2 2 2 2 8 8 8 2 10
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Tree=420
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split_gain=8.4699 7.10819 7.79418 7.02078 6.92817 7.74844 10.0616 8.72674 7.54273 11.0182 10.9115 10.2518 12.2945 10.5685 10.1668 11.588 11.6772 10.6527 10.3922 10.3486 10.5218 10.2913 11.8842 10.0934 13.1221 9.5155 9.47508 9.07348 18.179 11.4871 18.6314 10.1844 9.43386 9.02164 8.83851 17.5712 9.2985 8.72852 8.62877 8.61801 8.58946 8.41294 8.40839 8.16269 8.09987 7.93888 8.99033 8.2583 7.59782 7.5147 6.84054 6.7717 6.75499 9.20005 7.83626 7.79866 7.54692 7.06712 6.62395 6.58454 6.56539 6.50898 6.40714 6.28644 6.23155 6.15174 5.83912 5.68249 6.5613 6.34884 5.9905 5.62485 5.52127 5.46709 5.43379 5.29134 5.01336 6.35806 4.39301 7.21208 4.34296 5.77201 4.15186 4.5727 4.06227 3.82033 3.76822 3.69081 3.22308 3.04192 2.855 2.82547 2.81799 2.70597 2.35797 2.40147 2.26259 2.17174 1.93123 1.74315 1.26596 1.41344 1.01277 0.628849 0.596014 0.532581 0.479545
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decision_type=2 2 10 8 10 2 10 2 2 8 2 2 2 2 10 2 10 2 2 10 2 2 2 2 8 10 10 10 2 8 10 2 2 2 2 8 2 2 10 10 2 10 10 10 8 2 2 2 8 2 2 2 8 10 2 2 10 10 2 8 10 2 2 8 8 10 10 10 10 8 2 10 2 10 10 2 8 2 10 2 8 10 8 2 8 8 10 2 10 10 2 2 2 10 8 2 2 10 8 2 10 10 10 10 2 10 10
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leaf_count=1161 97 81 162 11116 72 184 127 97 8123 72 1057 1838 886 2188 11918 202 1890 2459 285 3889 3689 166 10644 3020 3427 269 2571 1122 562 2936 450 1450 2177 595 647 7675 66465 514 498 561 841 3975 440 149 3212 45 960 565 679 887 918 171 87 103 322 142 119 112 472 15979 97 124 71 884 117 160 150 108 79 326 2107 146 76 1132 494 1193 182 105 143 123 642 83 119 145 115 240 206 223 121 140 153 101 687 99 307 123 103 40 1340 101 89 158 95 64 106 92 85
internal_value=0 -0.00394187 -0.00559469 0.000213362 0.000246068 0.00336987 0.0107898 0.0152309 0.000157003 0.000583378 -0.00257278 -0.000177041 0.00575364 -0.0026327 -0.000571674 -0.00187348 -0.00334012 0.00032144 -0.0045082 -0.000143682 -0.00235372 0.000298802 0.000815913 -0.000584448 0.00265882 0.0129072 -0.00174139 0.000810644 0.00321525 0.00054586 -0.00129104 0.00573005 0.00796463 0.00125923 0.00102975 0.00425436 0.000759881 -0.00184503 0.000873408 0.00387129 0.00202228 -0.00369479 -0.00640963 0.00260417 0.00309387 -0.00699215 -0.00332237 0.0022377 0.0123984 0.0021004 0.00218196 -0.00608822 0.00179435 -0.00179378 0.00491899 0.00735572 0.0100804 -0.00295996 0.0128398 -0.000272658 0.00418225 -0.00439853 -0.00832712 -0.00702128 0.0104408 0.00547438 0.0160076 -0.00337977 -0.00402538 0.0021744 -0.00561798 0.0157717 -0.00749504 -0.0080885 -0.00225067 -0.00943632 -0.000110892 0.00459691 -0.00960506 -0.00282493 -0.00683613 -0.0085774 0.00355241 -0.00183153 -0.013521 -0.00537898 0.0211772 -0.00851641 -0.00218048 -0.00444759 0.0109639 0.00959253 -0.0124703 -0.0122575 -0.0116328 -0.00214197 0.0217205 -0.0132658 -0.0149484 0.0198634 -0.0141053 -0.0147577 -0.00984792 -0.00627802 -0.00917361 -0.0151986 -0.00461819
internal_weight=0 250.11 210.054 12923.4 12882.4 348.337 52.2015 41.6492 12534 7908.32 525.242 346.402 98.0503 248.352 4625.72 1849.65 1106.08 743.564 882.204 730.425 435.495 2776.08 2439.8 1371.54 357.682 48.9958 1013.86 7383.07 722.839 6660.24 1385.68 482.108 326.418 223.879 5274.56 397.532 4877.03 240.73 155.691 168.164 132.911 811.854 107.819 1068.25 294.931 178.84 122.794 67.1646 34.0661 121.642 1034.19 55.7145 296.136 139.548 156.587 125.726 99.6124 26.1139 80.9812 1212.9 40.0567 117.863 40.9829 126.71 23.732 21.2165 13.1387 336.279 324.33 65.6435 258.686 17.2269 175.207 172.771 49.0545 55.6294 40.9506 30.3288 134.256 42.7467 96.6468 84.5844 34.8465 25.2984 56.0456 16.3247 10.1078 29.1434 18.6312 30.8612 19.0852 21.6851 70.3499 91.5097 35.7 13.5089 11.1189 84.7701 52.9052 32.1167 79.6184 74.9523 17.6243 11.2437 17.2991 22.1911 6.50507
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is_linear=0
shrinkage=0.0227381


Tree=421
num_leaves=112
num_cat=0
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split_gain=6.90177 8.9181 7.63953 11.2965 12.6545 12.8899 11.7705 9.57254 9.23386 9.06542 11.2717 8.98683 8.83004 10.8111 9.44148 8.7902 10.8966 9.56437 9.2924 11.966 8.97058 11.0602 8.67809 9.57537 14.4948 10.0421 8.67157 8.61547 11.288 10.8128 12.8255 11.2596 10.8563 9.52261 9.21183 9.93997 9.22188 8.37275 8.20772 8.1807 8.17758 8.03995 8.01457 7.87573 10.0598 8.63558 9.17162 8.02139 8.05556 7.83463 8.8238 7.85126 7.70714 7.63614 7.61809 7.5753 7.4775 9.96241 10.1703 8.27962 7.43703 7.31591 7.28916 7.06173 8.82388 7.66927 11.6015 10.7909 7.13975 6.99805 6.88893 6.8801 6.80396 8.41946 9.01328 9.27324 7.56051 11.2047 16.7972 13.2461 9.76413 9.55255 9.83003 9.77227 8.87422 9.49498 8.3635 9.625 8.32369 8.06695 10.3535 8.99469 7.95358 7.24446 9.17521 9.08168 7.72992 7.1255 12.6079 9.22699 9.59665 7.85752 6.93272 7.54506 6.75872 6.72992 11.655 6.71414 6.5485 6.54465 6.4218
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decision_type=8 2 2 10 10 2 2 2 10 8 10 2 2 2 2 2 8 8 2 8 2 8 2 2 2 8 2 10 2 2 2 10 8 8 10 8 2 8 10 8 8 10 8 10 10 10 2 10 10 8 10 10 10 10 2 2 2 2 10 2 8 2 10 2 10 8 2 2 8 10 2 8 2 2 2 2 2 2 2 2 10 10 2 10 2 10 2 10 10 2 8 8 10 10 10 10 10 10 2 10 8 10 10 10 2 10 10 10 10 10 10
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Tree=424
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decision_type=2 10 8 8 10 2 2 2 10 8 2 8 2 2 2 2 8 10 2 2 10 2 8 2 2 2 2 8 10 2 8 2 2 10 2 2 8 2 10 2 2 2 8 2 8 2 10 8 8 2 8 8 2 10 2 2 8 2 8 2 2 2 8 10 10 2 10 8 2 2 2 2 2 10 10 2 10 2 10 2 2 10 8 10 8 2 2 10 2 2 10 2 10 10 10 2 8 10 8 10 8 8 2 2 10 2 8 10 2 2 10
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leaf_count=286 1145 765 676 553 167 262 574 446 1378 4752 170 681 3531 127 393 144 6634 899 1346 217 299 497 4076 5427 2467 418 164 87 869 158 324 127 148 729 232 75 194 280 579 381 116 3606 645 1214 503 1659 1092 174 2323 1334 479 1804 322 414 161 4230 235 2316 7686 419 1186 402 310 1056 735 451 1467 4324 2647 9818 1156 376 4952 1311 439 2929 532 3959 1276 500 2549 351 120 284 21110 9180 8523 304 374 133 82 615 3591 339 5429 1626 5573 420 615 1775 868 292 595 14302 134 2836 3983 363 628 253 418
internal_value=0 0.000863257 -0.000303896 -0.00034868 -0.00245432 0.00178183 0.00386638 0.00844595 -0.00194626 -0.00379169 -0.00433337 -0.00305536 0.000960587 0.00212992 0.00172911 -0.00234623 0.00244898 -0.000498013 0.00347848 -0.00367468 0.00961038 0.00406346 0.000914637 0.00536076 -0.00555026 -0.00676198 0.0128184 0.0160852 0.00031231 0.00196963 0.00367308 0.0142386 0.0180095 -0.000418055 0.00374787 0.00734058 -0.00113225 -0.00231774 0.000725051 0.0213693 -0.00266298 0.00251077 0.0031497 0.00404216 0.00106212 0.00775341 0.00382865 0.00775572 -0.00971124 -0.000875437 -0.00402475 -0.00830711 0.00061978 -0.00620879 -8.5894e-05 -0.00109259 -0.000706436 -0.00283306 -0.00523887 0.00204301 0.00740611 0.000328443 0.00446055 0.00041749 0.00343754 0.00505962 0.000101976 0.00144397 0.00440097 0.000225455 0.00361886 0.000126233 -0.000669017 0.0057671 0.011552 -0.00121608 0.006561 0.00846315 -0.000100321 -0.000109649 -0.00613226 0.00746753 0.00797747 0.0140607 -0.000930265 -0.000189978 -0.00284762 -0.00660154 -0.00447488 0.00815007 0.019916 0.0224517 -0.000353883 -0.00321896 0.000279996 -0.00155555 0.0016585 -0.00388907 -0.00204758 -0.00162272 0.00211018 0.0122366 0.0176354 0.000302493 -0.00290118 -0.00390886 -0.00202241 -0.00332513 -0.00616373 0.0104219 0.0128076
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is_linear=0
shrinkage=0.0227381


Tree=425
num_leaves=102
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split_gain=8.40786 7.84171 7.30486 6.75546 8.06746 8.93643 7.45871 6.53073 6.51709 6.71394 9.39101 9.05856 7.90987 7.59177 9.66067 9.11669 10.0824 8.45464 7.32621 10.3881 10.0066 8.23178 10.7015 7.77289 7.13813 6.6144 6.48752 7.09356 8.50735 6.44858 7.07747 12.159 9.75376 9.60399 6.6747 9.69863 6.41549 11.0112 8.50189 10.9385 12.1073 8.44518 8.52297 7.70752 7.84843 7.3329 6.85413 6.3885 6.15435 6.14972 6.57816 5.9701 5.79024 6.17435 5.68888 5.36011 5.47045 5.12576 4.99101 4.75309 4.64592 4.59564 4.37696 4.36834 4.28283 4.20949 4.94578 4.18034 3.92925 3.8237 3.6497 3.77159 4.49239 5.62217 3.58399 3.55082 3.52684 3.47345 3.44679 3.39961 3.26731 3.25884 3.14727 2.73178 3.5788 2.57654 2.09008 2.00155 1.87594 1.81812 1.74214 1.50814 1.41739 1.40287 1.36665 1.31414 1.31301 1.27945 1.18664 0.849473 0.15416
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decision_type=10 10 8 10 10 2 2 10 2 2 10 10 2 2 2 2 10 10 8 2 8 10 10 8 10 10 8 2 8 10 10 10 2 2 2 2 2 2 10 10 8 10 10 10 8 10 2 10 8 10 8 8 8 2 2 10 2 2 10 8 8 10 2 8 2 2 2 10 2 8 10 10 2 2 8 10 2 10 8 2 10 8 2 10 8 10 2 2 10 2 10 10 8 2 10 2 10 2 8 2 10
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is_linear=0
shrinkage=0.0227381


Tree=428
num_leaves=112
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decision_type=10 8 2 10 8 10 10 8 2 8 2 10 8 10 8 8 10 2 2 10 2 10 10 10 2 2 8 10 2 8 10 2 2 10 8 10 2 10 2 8 2 2 10 8 2 10 10 2 10 10 10 10 2 2 10 2 8 2 2 10 10 10 8 10 8 10 8 2 10 10 10 10 2 8 10 10 2 2 10 2 2 2 2 10 2 8 2 2 2 8 10 2 10 10 8 8 8 10 2 2 10 2 10 10 2 8 10 2 10 2 8
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leaf_count=164 1246 283 3349 135 2128 608 82 106 219 316 2576 310 90157 798 547 211 661 267 1485 876 720 1924 1581 504 16278 1445 1659 167 815 355 4708 1064 6537 1880 1473 926 168 180 1014 2366 3878 345 1569 656 98 505 108 377 5783 704 1703 80 494 184 230 318 3685 1056 585 560 2305 124 166 105 4087 1313 471 120 171 210 428 67 256 483 185 193 242 1412 112 216 855 101 2672 81 421 156 681 108 160 3586 165 79 97 161 84 313 358 120 138 519 115 96 525 159 86 114 147 191 749 62 226
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is_linear=0
shrinkage=0.0227381


Tree=429
num_leaves=72
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split_gain=9.46551 7.2403 6.63447 6.61793 6.72151 13.1612 9.39632 10.7175 10.1657 11.3811 9.83727 13.2424 9.94338 8.58219 9.90831 11.4693 7.49106 7.40342 7.83857 6.95363 6.73667 6.68274 9.36651 10.688 8.24961 7.86748 6.79311 6.35545 6.18212 7.23777 5.93287 5.48164 5.23686 5.73501 4.76334 4.72027 4.70551 4.70504 5.59855 4.6853 4.39783 4.31449 4.30324 4.77648 4.0254 3.77812 4.21565 3.56432 3.93746 3.52127 3.4879 3.47143 2.98026 2.94599 2.55765 2.51923 2.46678 2.34048 2.1858 2.16531 2.12775 1.99386 1.83526 1.81111 2.04612 1.81912 1.5747 1.52683 0.905572 0.858707 0.767151
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Tree=431
num_leaves=112
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decision_type=2 2 10 10 10 10 8 10 8 8 10 8 8 10 2 2 2 8 2 10 2 8 2 10 2 8 2 10 10 8 2 2 2 2 2 2 10 2 2 10 2 10 10 10 8 10 8 2 2 2 10 10 2 10 2 10 2 10 2 2 2 2 8 2 2 8 10 2 2 10 10 10 2 2 8 8 2 2 2 2 8 2 8 8 10 8 2 2 2 2 10 10 2 2 2 2 2 10 2 2 8 2 10 2 2 2 2 10 2 10 2
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leaf_count=89 29794 238 318 303 321 197 150 316 1268 438 253 534 180 222 184 202 1251 318 6955 399 8655 3381 5887 2869 4535 66575 225 5418 135 380 243 823 248 376 172 14605 2474 270 194 1410 221 355 396 57 130 340 584 496 348 141 107 308 10181 293 429 157 312 68 95 783 111 209 136 272 280 209 247 139 206 367 237 122 169 195 224 4913 551 557 154 127 604 515 514 2402 218 1406 303 126 96 463 306 199 1007 275 111 115 1076 143 116 259 143 279 143 298 169 120 133 111 758 364 173
internal_value=0 0.000247531 -5.94306e-05 -0.000156921 1.23791e-06 -0.00310211 -0.0040148 -9.97248e-05 -0.00392389 0.0079308 0.0015272 0.000849958 0.0043617 -0.000309487 0.000629203 0.00494766 6.94976e-05 -2.73336e-06 -7.06914e-05 0.000305062 0.00226755 0.000244638 0.00553172 -9.68031e-05 0.00231864 -0.000442337 -0.00130826 -0.00165193 0.00531383 0.00997441 0.00622138 0.0108763 0.000126789 -0.00400307 -0.000364197 -0.000932041 -0.001013 0.00422335 0.00900096 -0.00050693 0.0066384 0.00970437 0.0118976 0.0152914 0.00472601 0.0021546 -0.00652721 -0.00827613 -0.00635978 0.00785373 0.00976771 0.0117873 -0.00126048 0.0043146 0.00503157 0.00674841 0.00538786 0.0104365 -0.000781635 -0.00196085 0.00225349 0.00836929 0.0133873 -0.0030321 -0.00402063 -0.00514944 0.003392 -0.00624199 0.00263025 -0.00291437 0.00187899 -0.0063031 0.00460314 0.00311581 0.00684229 -0.00718174 0.00335884 0.00775273 0.013714 0.00960704 -0.00286728 -0.00705728 -0.00273607 -0.00988943 9.03905e-05 -0.00497554 -0.00305718 0.014407 0.0177899 0.017727 -0.00344716 -0.00533038 0.00899078 0.00969331 0.0120665 0.01188 0.016918 0.0129993 0.0154798 0.00814366 0.0138002 -0.00768261 0.0172168 -0.00126815 -0.00997003 -0.00544369 0.0156061 0.0199353 -0.00761668 -0.00185862 -0.00253174
internal_weight=0 12462.2 10057.8 9886.77 9391.06 495.715 462.624 206.186 130.498 75.9759 2404.43 1949.76 454.671 151.421 1928.5 213.534 1714.96 109.582 9315.08 7150.5 1208.58 751.866 456.711 5941.92 737.48 5204.44 2164.58 2053.85 171.034 85.9079 75.6874 51.3657 85.1259 64.4119 1618.03 1445.91 1817.63 172.121 81.7702 90.3504 303.249 174.153 144.48 104.541 110.727 129.096 69.0865 85.3635 236.227 33.0913 103.952 92.3487 1409.9 45.1346 82.3349 96.9375 95.6517 49.3341 46.3176 709.948 141.964 78.0959 49.156 567.984 491.871 429.146 62.7249 390.212 35.8909 39.2264 39.9392 33.4447 48.5267 76.1123 54.4596 354.321 82.2254 50.0901 41.4074 49.8531 40.836 256.438 108.223 148.215 29.604 96.3896 25.0598 57.8933 44.2282 41.998 87.6293 63.8682 69.8907 36.0025 28.2432 23.4985 97.5079 50.9161 44.4344 27.1724 16.8684 54.0003 15.9435 28.9399 56.2899 36.2089 23.8923 17.4738 349.156 66.5925 32.4818
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is_linear=0
shrinkage=0.0227381


Tree=432
num_leaves=112
num_cat=0
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split_gain=8.10073 12.1741 11.8649 11.382 11.6761 14.753 22.2321 15.8447 14.7024 14.6791 12.356 12.3348 10.7307 11.0831 13.5884 14.5667 11.6109 10.3925 10.1789 9.8156 9.66364 9.563 9.49424 9.3979 9.02455 8.67176 8.78559 10.2163 8.11621 8.80853 7.89321 7.8072 12.6721 10.0797 8.34877 8.96073 8.5183 7.86816 7.69544 8.46513 9.26524 8.60275 9.88803 8.45217 7.63988 7.55669 7.46348 12.2269 11.214 7.40848 9.12362 10.2914 9.07649 8.53489 8.6559 7.52993 10.0191 7.06967 7.03105 7.016 6.93794 13.9763 10.3946 8.43556 8.70637 8.54025 12.337 8.39649 7.7303 7.66714 11.202 7.47049 10.6807 8.06592 10.5445 7.9656 7.46155 7.32704 6.71895 6.69742 7.76149 6.60861 9.22005 6.56526 6.49142 6.43345 6.15441 6.09371 7.81186 6.05939 5.99458 13.9544 5.94185 5.86194 5.7822 5.75871 5.75738 5.59366 5.51709 6.00567 6.97275 5.51461 5.45042 5.35963 5.32331 5.31505 5.29779 5.29413 5.25091 5.24176 5.21918
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decision_type=2 2 8 2 2 8 2 2 8 10 10 2 2 10 8 2 10 10 8 8 2 10 2 2 10 2 10 2 10 8 8 10 2 8 2 10 8 10 8 2 8 2 8 2 2 8 2 10 10 8 2 10 10 8 2 2 2 2 10 8 8 8 2 8 8 10 2 2 10 2 2 8 10 8 10 8 2 2 8 8 2 10 10 8 8 8 10 2 8 10 2 8 2 2 10 10 2 2 8 10 10 2 10 8 2 10 10 2 8 10 2
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Tree=435
num_leaves=112
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decision_type=2 8 10 10 8 10 2 2 2 10 10 10 10 2 8 10 10 10 8 8 10 10 2 8 10 2 2 2 2 2 2 10 10 10 8 8 10 8 2 10 10 10 10 10 8 2 10 2 10 2 10 10 2 2 10 2 2 2 10 8 10 10 10 2 10 8 2 8 2 8 8 8 2 2 2 2 2 2 8 2 8 10 10 2 2 2 10 10 8 2 10 2 8 2 2 2 8 10 8 2 2 2 2 10 8 10 10 2 8 10 10
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leaf_count=207 737 270 761 1676 542 356 102 1429 644 1031 455 228 181 1334 1075 1505 1280 113 4933 47811 436 2893 370 264 15308 2471 49269 418 576 194 128 95 396 80 139 923 2073 324 222 1495 213 1308 512 376 246 569 239 390 526 5516 1812 446 574 137 151 1054 1739 339 3571 1590 5403 172 454 266 140 562 333 825 136 461 747 100 115 75 166 832 151 591 445 117 302 213 137 163 106 212 188 444 310 116 166 272 570 1283 620 1471 2169 90 746 245 199 551 222 5156 1811 80 1302 1011 620 1425 280
internal_value=0 0.000256231 0.000567199 0.00301216 0.00207139 -0.00133521 0.00346064 0.00243165 0.00369603 0.00688393 0.000373085 -0.00144487 -0.00230988 -0.0015883 0.00184383 0.00414413 0.000631813 -0.00129113 -0.00318345 0.000705885 0.00373271 0.000540887 -0.00300991 -0.000783419 0.000718609 0.00228344 0.000339337 0.00400313 -0.00173567 0.0117464 0.0153784 -0.00485128 0.00354488 -0.00165369 0.00943736 0.00652925 0.00490213 0.00888186 -0.00638951 -0.00384773 0.00695303 -0.00148554 -0.00373235 -0.00504621 0.0030793 0.00741438 -0.000688749 0.00638209 0.0109717 -0.00107696 0.00195665 0.00771893 0.0109269 0.0168349 0.0205174 -0.000534987 0.00272783 -0.00520692 -0.00218532 -0.000399765 0.000681978 0.00103967 -0.00512682 -0.00185188 -0.000542251 0.00132584 0.00257731 0.00565813 -0.000774293 0.00323067 -0.00342718 0.000361326 -0.00386603 0.00570803 0.0116489 0.00797917 -0.00612841 -0.00318958 -0.00512521 0.00155816 0.006684 -0.00482781 0.00558952 -0.000899396 0.00892038 0.00136363 0.0144586 -0.00627987 -0.00393591 0.00213588 -0.00540028 -0.00903286 -0.00351721 -0.0061218 0.000187742 -0.00434539 -0.00109523 0.0117576 -0.00823878 0.00747871 -0.00230928 0.00151843 -0.0065649 -0.00727265 -0.0107933 -0.00484421 -0.000241351 -0.0106903 -0.00624319 -0.00179712 0.00590193
internal_weight=0 11525.7 9601.54 697.046 646.97 1630.87 522.992 475.112 410.79 223.445 8904.49 1104.47 945.229 880.542 278.968 210.213 7800.02 1924.14 601.574 7726.24 389.787 7336.46 343.162 151.43 6993.29 1355.88 5637.41 69.264 464.552 47.8803 38.8218 273.898 159.242 1577.15 20.65 238.357 218.17 28.8754 73.7741 113.813 53.7201 1895.27 487.868 410.851 77.0173 58.4381 1407.4 66.3381 48.5824 1341.06 357.096 102.353 82.0992 35.768 30.8341 254.743 152.097 102.646 983.963 544.26 466.111 111.273 64.3219 1556.5 856.228 504.51 423.6 217.633 205.966 120.928 700.269 190.735 107.847 82.8886 40.6997 175.674 97.0557 351.718 249.369 102.349 51.986 509.534 134.711 47.8225 86.8883 41.2801 45.6082 78.1484 50.3631 30.7982 486.261 154.865 331.396 191.302 140.094 439.703 179.618 45.2393 87.1472 37.617 169.4 92.0948 77.3051 299.578 64.6874 80.9107 187.345 136.452 85.039 91.9774 25.4306
internal_count=200623 185871 147522 8379 7618 14752 5942 5078 4406 2460 139143 13300 11870 9878 3035 2580 125843 38349 6843 124341 5706 118635 3776 2440 114859 17779 97080 788 5509 864 670 2988 1430 14183 219 3266 2996 437 1502 1759 569 37912 9033 7616 1417 905 28879 1443 1053 27436 7272 2328 1882 814 677 4944 2793 2151 20164 11008 8974 2253 672 13964 7463 4586 3769 1990 1779 1023 6501 1619 1112 507 241 1657 1012 2877 2008 869 442 4882 1202 559 643 318 325 2034 427 218 4669 1449 3220 2030 1190 9156 3640 659 897 681 1417 750 667 5363 1992 817 1946 1283 756 1877 452
is_linear=0
shrinkage=0.0227381


Tree=436
num_leaves=112
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split_gain=7.12139 7.46019 13.1002 11.8483 10.5149 14.5627 11.1432 17.3941 16.9296 11.1418 10.5757 10.2946 9.39288 9.27228 13.6254 9.05685 8.99091 8.88446 9.67799 11.5833 11.8126 14.7183 12.0653 10.8774 10.8833 8.84484 8.80603 10.1206 10.8881 9.16677 9.91556 8.80511 9.47443 8.75797 8.48135 8.46681 8.44115 8.60536 13.8566 10.4022 9.47387 8.53893 9.42348 9.92105 8.42613 8.87978 8.35158 11.98 9.30942 8.31324 8.13383 9.18319 8.05675 7.89391 7.77376 7.71507 7.57287 8.08996 7.3125 7.95191 7.20725 7.18108 7.16079 7.05659 7.05172 6.99875 7.99991 7.70748 9.26396 7.01873 6.98839 6.94391 6.93751 9.96489 8.02458 6.91664 6.88369 7.85381 6.82064 6.80551 11.9121 11.7547 8.66529 9.56939 8.53587 10.7129 9.38444 8.78921 6.75239 6.6927 6.67208 6.64696 6.62086 10.9916 7.85898 8.20049 7.04079 6.54869 6.81354 8.8503 7.85789 7.29496 6.53232 6.42731 6.42343 8.12041 15.9026 11.184 10.8367 9.77787 8.36216
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decision_type=2 2 2 10 8 2 8 10 2 2 10 2 2 10 10 2 10 10 2 10 2 2 8 8 2 10 2 8 2 8 10 2 2 8 10 8 10 8 10 10 2 2 8 2 10 8 10 8 8 2 10 2 8 8 2 2 10 8 10 8 2 2 2 10 10 10 2 10 2 2 2 2 10 8 8 2 10 10 2 2 8 2 10 8 8 10 2 10 10 2 2 2 2 2 8 2 8 8 10 2 10 10 2 10 8 10 10 10 10 2 2
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decision_type=2 8 8 10 2 2 2 10 2 8 2 8 8 8 2 10 10 10 2 8 8 2 2 2 2 2 8 2 2 2 2 8 8 8 2 10 2 8 2 2 10 8 2 8 8 2 2 2 2 2 10 10 8 8 10 2 2 8 8 10 8 10 10 2 8 10 10 10 2 8 10 2 2 2 2 2 2 2 8 10 2 2 2 8 2 2 2 10 8 8 2 10 8 10 10 10 8 2 8 8 10 10 2 10 2 10 10 10 8 8 8
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leaf_count=284 1963 439 298 756 520 398 574 156 334 811 1963 1175 117 207 2283 815 390 348 260 241 206 4974 406 1161 1389 49 587 4797 452 497 522 976 311 1549 154 715 193 165 709 183 147 180 107 439 177 144 348 661 1072 1073 3979 624 1036 2026 1021 58460 707 198 550 562 661 320 183 645 879 216 120 4402 2375 3293 301 1174 163 364 15397 438 14197 4617 13107 1706 2453 4117 1594 1276 3561 656 206 396 114 2923 231 127 594 300 397 657 919 677 139 734 50 380 471 158 461 637 268 136 2412 943 437
internal_value=0 0.000725761 -0.00693588 0.000869756 -0.00128327 -0.00289136 0.00133606 0.00939788 -0.000333688 -0.00262932 -7.256e-05 0.00167934 -0.000237005 0.000620301 -0.000450589 -0.000602869 0.00118401 0.00651244 0.0119722 0.000958539 0.00386666 0.00192307 0.0109851 0.0134975 -0.00412525 0.0163308 0.0207716 -0.00373012 4.68292e-05 0.00473375 0.00764944 0.0097489 0.00146001 -0.000122435 -0.000151074 0.00260865 0.00619981 0.00815971 0.00360155 0.00823344 0.0127873 0.0028138 0.00455663 0.0131408 0.0173377 0.00182984 -0.00317524 -0.000807997 -0.00449284 0.000530418 -0.00123213 0.00470098 0.00546573 0.000515275 0.000408018 0.000577305 -0.00132823 0.00198607 -0.0038592 -0.00764508 0.0129648 0.0169882 0.006707 0.0163258 0.00986375 0.0137899 -0.00181957 -0.00478674 -0.00233145 4.28032e-05 -0.00169222 0.0026923 -0.0001764 0.00255699 -0.000420676 -0.00117228 -0.00143227 -0.00279212 0.00071034 -6.01084e-06 -0.000177977 -0.00111151 0.00330087 0.00372335 0.00595459 -0.000811469 -0.00661294 -0.00746616 -0.00855772 -0.0101056 0.00212502 0.0221899 0.00624395 0.00978822 0.00190892 0.00554743 0.00153077 0.0136537 0.0049278 0.00576254 0.013377 0.018939 -0.00839542 -0.0111034 0.0126227 0.0034401 -0.000660598 -0.00340325 -0.000417802 0.00854764 0.0102921
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is_linear=0
shrinkage=0.0227381


Tree=439
num_leaves=112
num_cat=0
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split_gain=8.96997 6.68355 9.03781 11.8248 12.9714 8.1006 13.7907 11.4817 8.30973 7.83745 7.66188 10.8223 9.01139 9.27998 9.46637 10.4449 9.5383 7.64634 7.59263 10.8282 9.21327 8.72353 10.0337 8.38017 8.37298 7.51363 8.16694 7.94845 7.45855 9.16186 7.44567 7.27137 9.01381 7.65156 7.4636 7.25299 7.20009 7.17626 8.61911 7.33944 8.56419 7.794 7.93175 7.15885 7.11504 7.06422 9.50801 6.83016 6.80865 9.54562 6.68335 6.65321 6.56845 7.67692 7.37895 10.408 8.37765 7.06804 6.56318 6.56277 6.55812 6.52461 6.34318 6.85437 6.254 6.03998 6.03055 6.23247 5.96797 5.95231 6.54576 5.84434 7.67532 6.70918 6.5812 5.77667 6.31529 5.7538 6.14236 5.71582 5.69718 7.5907 6.80991 5.62689 5.59235 8.43988 6.22434 5.4823 6.48876 5.44957 5.98319 5.96429 5.44518 5.29221 4.97812 4.91668 4.87557 4.84631 4.82719 4.75821 4.59811 5.26377 4.43343 4.27838 4.08297 3.97098 3.87649 3.78248 3.76392 3.59956 3.40456
threshold=1.3990510186404628 10.500000000000002 0.00097445474239066254 27.88516483516484 0.28297528666875971 20.500000000000004 0.97073101085094249 0.27182108553191436 1.0000000180025095e-35 0.16318199658202254 -0.025885358452796933 -0.028990699909627434 3.5000000000000004 0.32005000000000006 38720.250000000007 0.92450142450142458 0.12107914604744326 -0.012198958545923231 12.50242718446602 0.96015873015873032 0.11107850197978225 0.21675000000000003 0.67418465308780584 0.078255151946191884 -325.49999999999994 0.86119630843619954 565308.3600000001 92983.125000000015 0.01300697114020752 -0.0043532822746783486 16.500000000000004 190.06666666666669 233144.55000000002 502870.05803571438 -0.0058444500900804988 0.98635000000000017 0.12070000000000002 0.00039876256778370594 17804.484642857144 13.50217391304348 -0.014775519724935291 0.92661091730150169 0.018825500000000002 0.21802945270626947 0.027149970909385569 0.99999572963235051 -0.0081990892067551596 -0.024639894254505631 -3977.4999999999995 446668.12500000006 -3771.4999999999995 135033.75000000003 0.76792857142857163 0.45833765626522066 -0.019683405756950375 336314.35125000007 -1910.4999999999998 0.70890799168713403 0.38585607940446659 0.16080000000000003 0.92661105391412846 -203.49999999999997 0.06715327182472601 0.93511202608241395 -1294.4999999999998 0.051054635968842056 -0.031537929549813264 36492.107142857152 0.033050736412405975 7.5000000000000009 -0.013363136909902094 6.5000000000000009 -0.01446258509531617 0.15694376924323453 -435.49999999999994 0.077950000000000005 0.86325949498225041 0.57113938692886068 0.13235164361275062 772.50000000000011 2.5000000000000004 0.0062681396957486877 3465252.0000000005 0.020005973715651139 0.0047226834576576957 -251.49999999999997 0.092804852873086943 -0.056066337972879403 0.95024752475247531 0.031355706974864013 -0.046117879450321191 0.16081105332742249 0.016598328948020939 0.00032024052052292978 0.0082119512371718901 6.5000000000000009 0.94862275001594154 -0.015224314760416744 -0.03667695261538028 4933431.0000000009 31.474646983311942 0.16630785912275317 18.500000000000004 27.500000000000004 0.092722347604156083 -2899.4999999999995 0.0010600656969472768 38.500000000000007 0.82562450849396662 0.58363046810234753 -0.021097028627991673
decision_type=10 10 2 10 8 8 10 10 2 8 2 2 2 10 10 10 10 2 10 10 2 10 8 8 8 10 10 10 10 2 2 10 10 10 2 8 10 2 10 10 2 10 2 10 2 10 2 2 2 10 2 10 10 2 2 8 8 8 8 10 8 10 2 10 8 10 2 10 2 2 2 10 2 10 10 8 10 10 10 10 10 2 8 8 2 10 2 2 8 2 2 8 2 2 2 8 10 2 2 10 10 2 8 10 10 2 2 10 8 10 2
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Tree=442
num_leaves=112
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decision_type=10 8 10 8 8 8 2 2 8 10 2 2 10 8 10 8 2 8 10 10 8 8 10 10 2 2 2 2 2 8 2 10 2 8 10 2 2 2 2 8 2 10 10 8 10 10 8 10 2 2 10 2 8 10 2 10 8 10 2 8 8 10 2 2 10 8 8 8 8 2 8 10 2 8 2 2 8 2 2 2 8 2 8 8 2 8 2 2 2 2 10 2 2 10 2 10 8 10 2 10 8 10 10 2 10 10 10 8 2 2 10
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leaf_count=383 153 3862 116 191 809 578 2426 248 281 532 249 3277 216 987 1301 185 577 812 228 149 292 626 254 344 600 388 1473 23182 2854 326 236 208 945 528 234 721 151 112 900 347 1878 152 1544 4671 306 2163 2618 5760 253 4954 360 1642 3098 11407 2072 377 11989 1039 8890 223 2070 470 4501 2715 372 133 323 843 3067 170 144 611 3632 7912 3948 2850 6875 778 3381 80 10971 364 891 6690 3532 803 2009 451 132 230 175 968 90 345 293 94 587 186 1492 412 2362 203 182 1719 95 199 82 2427 465 107 181
internal_value=0 0.00018338 -0.000293717 -4.8995e-05 0.00117248 -0.00267414 0.00239012 0.00210319 -0.000921212 -0.000173469 0.00876358 -0.000914895 0.0032144 0.00274455 0.0053562 -0.00455238 0.00945178 0.0123498 0.00976121 0.0154058 0.02092 0.0152333 -0.00299904 0.000900827 0.00286676 0.00578132 0.00153162 0.000757753 0.00502439 0.00858157 0.011971 0.000808158 0.00207975 0.000750363 0.00668431 0.009688 0.0138057 0.0173487 0.0210923 0.000624863 0.00176994 -0.00170372 0.00361113 -0.000109166 0.00265127 0.00432174 0.000425713 0.0065279 0.000285012 -0.00423599 0.0151341 0.000237725 -0.000723 0.000392948 0.0016699 0.00599687 0.000828195 -0.00217798 -0.0011258 -0.00606089 0.000450922 -0.00711062 -0.00424771 -0.00444477 -0.00556699 -0.00706922 0.0138712 0.0165561 -0.00463778 -0.00693466 0.0052773 0.00194214 -0.00042232 0.000585534 -0.00173736 0.000458658 -0.00365973 -0.00258552 0.00170297 -0.00940161 -0.00408908 -0.00035813 0.00669438 0.000952451 0.000180075 0.00637307 -0.00127999 0.00165325 -0.00189316 0.00877475 -0.000487694 -0.0023979 0.0072857 0.00228859 -0.00530032 -0.00703142 -0.0016977 -0.0060748 0.0150146 -0.00103625 -0.00895244 0.000398246 0.00923283 -0.00383253 -0.0104046 -0.00593164 0.00871617 -0.005758 -0.00874925 0.00750027 -0.00237422
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internal_count=201289 197132 114281 104500 53815 9781 32560 32003 50685 32243 2068 21255 4874 4441 3454 5340 1605 1389 1972 557 408 875 18442 1523 1332 988 29935 24655 5280 2586 2054 82851 1193 82643 2646 2118 1397 1163 1012 79997 35007 9273 2309 44990 25734 14403 6480 7923 1797 6964 512 39757 23677 16078 16080 2449 13631 16381 14460 3500 10960 1921 7599 4157 3922 3550 1394 1166 5233 3846 314 1387 29657 15703 13954 6798 7156 4410 11293 2890 16919 3228 1145 11331 10222 1109 3269 2460 5086 577 1819 1554 265 660 13691 3521 974 773 1818 882 2547 1171 315 2083 2810 810 235 13398 3532 201 1482
is_linear=0
shrinkage=0.0227381


Tree=443
num_leaves=112
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split_gain=8.19983 7.46049 7.19127 10.2989 10.3139 9.09434 12.5182 8.77147 9.05202 9.35568 8.24787 8.10969 10.7987 7.97985 7.09379 7.03504 6.89347 7.92424 6.82264 6.59831 6.47215 6.4759 8.08808 8.80658 9.02807 8.28473 7.62537 7.2367 8.97695 8.39159 9.99667 7.49358 6.99105 6.85344 6.66474 5.98307 5.93215 8.75271 7.75775 8.52757 8.3208 7.33795 7.31701 8.77261 7.46429 10.48 6.57701 6.37562 6.76018 9.31438 6.09717 6.07928 6.03406 6.01108 6.62024 6.244 5.88432 5.53378 5.51887 5.48342 5.39243 5.27674 6.47051 8.68253 5.14615 5.14166 5.11745 5.02079 6.77923 4.92596 5.65421 4.89146 4.89087 4.8129 4.68246 4.58189 4.56087 4.49971 4.42551 4.28458 4.52327 4.25214 4.17773 4.8428 4.07006 3.97389 3.92918 3.88972 3.87443 3.86754 3.80647 3.78886 3.72892 3.70135 3.6672 3.60345 3.58847 3.33114 3.03661 3.00717 3.8359 3.85763 2.96762 2.61103 2.4998 2.48986 2.48105 2.45178 2.37961 2.36408 2.06798
threshold=1.3990510186404628 -0.04447557590901851 1.0000000180025095e-35 0.014782919082790615 -0.01314424257725477 0.01845648139715195 0.6370253016818086 0.023163605481386188 -0.011585077270865439 0.062092747657819185 0.077649946340326417 -0.005892690271139144 0.027850000000000003 0.086750000000000008 -182.49999999999997 6.8127248201438855 0.0099810119718313235 -0.0037482948973774906 228.948616583226 -0.00034238975786138321 9.5000000000000018 36.798991834008788 87.698263520522389 5.8346994535519139 0.0073500000000000015 0.22415837841356237 6.5000000000000009 5.5000000000000009 4044.9306860017205 16.889898989898992 0.025923651643097404 7.5000000000000009 0.021869298070669178 -0.018920456990599629 11.500000000000002 128.69047619047623 0.1037812050149489 0.022497344762086872 0.021947565488517288 -0.011883193626999853 0.52786377708978338 0.011494137932198089 0.0059549543075263509 208365.75000000003 -0.0064864230807870618 15.500000000000002 443.8017893835617 0.1106815248842664 -0.053878571838140481 -0.0031415520934388037 0.0013500000000000003 0.076535212664352967 0.12015599757432939 0.0050555798225104817 0.030302567887571703 0.010599500000000001 0.023872851394116882 0.017225523479282859 0.013083500000000001 -0.034516159445047372 1.9999787881042728 -0.041154077276587479 0.002547604613937438 -1175.4999999999998 -0.0010714003001339731 -0.00064077504794113327 -0.023615512065589424 7.007142857142858 -313.32291666666657 0.0068687687162309894 0.03968068081350707 -0.041185384616255753 -0.0041820954065769902 8.3943381180223309 312075.00000000006 0.05315000000000001 0.0064329379238188275 0.95955275721149691 0.13520151154726542 -0.0038862960645928975 -248.49999999999997 -0.057521821931004517 19609.161428571431 0.090044178413212689 -0.05636117793619632 0.015058487188071014 2.5000000000000004 10.500000000000002 0.0065737443510442981 -12959.499999999998 0.011342196725308897 0.009129014331847431 0.067639387869651277 0.039250000000000007 0.49667572076109273 0.22251265561538405 13.500000000000002 -0.016246825456619259 0.42855260981512405 -327.49999999999994 943.13125632736308 0.044215392161617163 -7243.4999999999991 -791.48076923076917 0.056052063524764835 314.84523809523813 -0.037237519398331635 -0.0045575478579848996 34.500000000000007 139.36930394826416 3.7293172190010924
decision_type=10 2 2 2 2 2 10 2 2 10 8 2 8 8 8 8 2 2 8 2 2 8 8 10 8 8 8 2 2 8 2 8 2 2 10 8 2 2 2 2 8 8 2 8 2 10 10 10 2 2 10 2 2 2 10 2 2 2 2 2 2 2 2 10 2 2 2 8 10 2 8 2 2 10 2 10 2 10 10 2 10 2 8 2 2 2 10 8 2 2 2 2 10 8 10 8 2 2 10 8 10 10 2 10 10 10 2 2 2 10 2
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Tree=446
num_leaves=112
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decision_type=2 8 10 2 10 2 8 10 8 2 8 8 10 8 10 2 8 8 2 2 2 2 8 2 10 2 10 2 2 10 10 2 8 10 8 2 10 10 8 2 2 2 8 2 2 2 10 10 2 2 2 8 10 8 2 8 10 2 2 2 10 10 2 8 8 2 8 2 8 8 8 2 2 2 10 2 10 2 10 8 8 10 2 8 2 8 2 10 8 2 2 10 8 2 2 8 2 10 10 8 10 8 2 8 10 2 10 2 2 10 2
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leaf_count=211 124 1501 78 355 540 355 180 89 38 98 2694 1976 125 209 754 1213 5190 2039 2197 2315 136 350 63 6989 3705 269 87 118 220 99 3935 1426 516 212 610 381 129 359 148 204 232 539 534 20549 158 4388 1691 4322 2852 10965 14075 62154 138 119 241 130 968 159 780 189 116 170 140 1959 518 282 486 267 2406 143 3768 2154 79 112 240 241 130 548 1284 3527 4351 302 122 118 329 747 165 110 925 76 168 206 453 120 106 1715 136 73 143 275 987 176 102 842 205 437 151 683 492 340 106
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internal_weight=0 709.156 493.987 62.7632 431.224 392.245 49.3453 215.169 43.1572 12438 3129.12 3027.49 2211.93 1987.65 808.86 147.173 1178.79 406.116 236.901 772.671 158.734 169.215 9308.87 661.687 523.75 101.632 32.5866 69.0458 49.4059 136.125 613.938 97.8124 30.0525 13.1047 66.0261 9172.74 306.812 267.932 121.163 146.769 77.1077 49.9069 8865.93 8843.3 533.26 445.547 8310.04 396.488 243.928 7913.55 2562.36 5351.19 815.555 224.287 39.5078 52.1827 88.6637 326.219 206.475 139.9 119.743 66.5758 27.2009 112.287 87.7135 56.3895 36.1725 39.4688 137.937 33.037 152.56 392.336 38.8802 782.15 55.7593 45.6522 726.391 465.777 220.722 245.055 260.613 245.228 193.562 157.363 32.4994 128.817 145.943 24.3954 121.548 27.6664 20.993 69.6609 55.7063 38.9789 27.6608 83.9428 28.0413 36.1992 24.2643 184.779 174.63 26.5074 102.531 72.0995 15.3855 33.4051 67.9567 53.2106 31.8754 23.2619 100.205
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is_linear=0
shrinkage=0.0227381


Tree=447
num_leaves=112
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split_gain=6.91847 8.31843 8.45728 7.30329 10.8811 12.558 15.4316 12.7407 9.47656 10.166 10.1032 9.31844 9.81254 8.89685 8.36541 11.1629 13.267 9.50198 10.6641 10.3565 8.71033 8.52327 9.77668 11.1246 8.20512 9.53222 11.2159 10.4965 10.0884 9.8528 8.64726 11.3738 10.4571 9.63065 8.38635 8.80932 8.31911 9.00899 9.1131 8.89094 8.70523 10.7927 9.5755 8.30746 8.1989 8.18447 8.13102 9.67314 12.264 9.31666 9.04465 10.4975 8.09127 8.17032 11.0764 10.8021 14.6991 9.24148 9.73041 11.069 8.92109 8.84862 8.01969 7.94919 7.90476 7.87602 11.5067 7.9193 7.80402 7.66431 7.47587 11.6993 9.04207 7.36394 7.80132 7.30954 8.89143 7.64092 9.31683 7.27558 7.26843 7.14259 7.67638 7.07372 7.04518 7.02666 6.91483 6.85319 6.80147 6.79961 6.6438 6.5509 6.52689 6.55494 6.38975 6.69871 6.38109 6.60222 6.26622 6.26413 6.26166 6.11454 8.55863 6.92482 5.91451 5.90064 5.89703 5.87471 5.834 5.82627 5.95066
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decision_type=10 10 8 2 2 10 8 10 8 10 2 2 2 10 2 8 10 10 10 2 2 8 8 8 2 10 10 8 10 10 2 2 8 2 2 8 8 10 10 10 2 10 2 8 2 2 2 2 8 8 10 8 8 2 10 2 10 10 8 10 2 8 2 2 8 10 2 2 2 2 2 2 10 2 10 2 2 2 2 8 10 2 2 10 2 10 2 10 2 2 2 8 2 2 8 10 10 2 8 8 8 2 10 10 10 10 8 8 8 2 10
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Tree=450
num_leaves=112
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decision_type=2 2 10 2 2 10 8 2 8 8 10 8 2 2 10 8 10 10 2 8 2 2 2 10 2 10 10 10 8 10 2 2 10 10 8 2 2 10 2 10 10 2 8 2 10 2 2 2 10 10 10 8 8 8 10 8 2 2 8 2 10 8 2 10 2 8 2 8 10 2 10 8 8 2 10 2 10 10 2 10 10 10 2 2 10 10 2 8 10 10 8 8 2 2 8 10 10 8 2 2 2 10 10 8 2 8 2 2 10 10 10
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leaf_count=334 239 188 240 1009 592 270 896 988 424 2461 324 68 341 1305 1261 422 156 1980 1625 408 1098 516 690 497 142 2953 424 795 74495 797 38548 871 255 179 3148 114 274 214 623 239 347 312 164 763 583 639 2846 389 113 259 292 1593 285 1014 163 569 392 412 3371 607 424 1581 2596 255 126 2376 471 317 141 1637 200 1510 984 678 140 626 940 670 175 767 208 242 909 198 259 4833 298 167 137 467 551 2820 231 711 1309 269 195 123 104 342 203 173 1689 221 247 282 5786 744 449 2636 105
internal_value=0 -0.00451826 0.00267074 0.000176579 -0.00127783 0.00210177 -0.00228079 0.000354228 -0.00341859 -0.000811465 -0.0027485 0.00459594 0.00178124 0.0029175 0.00339832 0.00605129 0.011501 0.00361192 0.00629825 -0.0018393 0.0151126 9.20684e-05 0.00555306 0.00899923 0.0126311 1.58809e-05 0.000275835 -0.00159227 0.000215502 0.000307664 0.000214311 0.00245151 0.00856079 0.0171259 -0.00245737 0.0115629 0.00807187 0.0119003 -0.00453193 0.00745188 0.0105962 -0.0012579 0.0175278 -0.00645055 0.00136758 0.0177621 -0.00135493 -0.000255005 0.00105491 -0.00248933 0.00430521 0.000300198 -0.00445897 0.0101163 0.0130657 -0.00191168 0.00350261 0.00336422 0.0018387 0.000293169 0.00514054 0.00327342 0.00183083 -0.00169462 -0.00289302 -0.00572612 0.00412415 -0.00586825 -0.00249374 0.00590684 0.00797166 0.00610425 -0.000393524 0.00313283 0.0168586 -0.00616384 0.00050308 -0.00452321 0.012951 -0.00167036 0.0092516 -0.00303744 -0.00878328 0.0120439 -0.00512595 -1.70472e-07 0.0138536 0.0150565 0.0183751 0.0215908 -0.00704753 -0.00856814 -0.00570555 -0.0081256 -0.0065758 -0.00648036 -0.00186858 0.00342581 0.0206543 -0.00878833 -0.0012066 -0.00419687 -0.00998714 0.00424551 0.00976919 -0.00542653 -0.00541415 -0.00256912 -0.00026986 0.00231177 -0.0075711
internal_weight=0 144.268 54.9159 13016.3 1411.02 320.758 1090.26 11605.3 831.493 365.751 305.151 56.9713 1793.4 1148.69 1088.59 393.857 111.906 281.951 187.98 93.9707 80.5778 9811.87 126.498 94.2675 70.5975 9685.37 8343.75 1341.62 8308.11 8188.8 8067.79 233.654 68.7501 26.9645 1107.96 35.6462 60.6 47.5223 248.179 129.699 93.9287 35.7704 33.8367 199.654 258.772 46.3909 846.409 644.709 496.457 238.452 258.005 158.092 148.251 99.9129 82.1784 140.777 103.883 203.353 694.731 479.602 215.129 195.051 392.334 191.059 181.827 131.386 29.8142 261.554 151.357 146.021 122.751 121.012 164.904 101.816 20.0775 87.268 46.7228 247.494 17.3148 41.4448 47.1769 57.3315 89.352 76.0278 60.1067 598.915 15.2775 63.4436 48.9219 40.8807 134.569 122.253 119.307 95.0613 130.82 47.7824 56.7065 24.2461 40.6541 105.94 36.669 23.2705 110.197 50.4416 28.1591 55.4189 465.743 208.963 164.936 136.507 256.78
internal_count=201038 1576 428 199462 29168 6525 22643 170294 16698 6082 5006 1159 30060 18847 17600 6950 1676 5274 3605 1669 1254 140234 2406 1716 1219 137828 117469 20359 116931 115350 113043 3762 1229 434 16597 538 1076 802 3847 1939 1388 551 588 3224 5945 885 11497 11213 8733 4814 3919 2450 2480 1469 1177 2162 1184 5080 10650 5134 5516 4952 3901 4586 4331 3271 895 5100 3094 3560 2975 2307 2533 1662 564 1233 1140 3516 288 835 597 1520 1148 1835 1247 7981 424 1041 771 634 3630 3371 1581 1227 2195 1278 587 354 743 1854 545 585 2006 1060 468 865 10616 4725 3829 3085 5891
is_linear=0
shrinkage=0.0227381


Tree=451
num_leaves=112
num_cat=0
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split_gain=7.65528 7.42444 9.21003 8.21013 7.16262 7.06423 7.03961 9.78078 12.0229 9.08682 10.3333 9.23668 8.64443 9.95489 8.36952 8.64487 8.16744 10.4223 10.0971 7.93525 10.5553 9.97886 11.5534 10.4403 10.2232 11.9013 9.16368 8.76159 10.5701 9.34569 10.3123 10.1329 9.70014 8.47221 7.9723 7.84738 10.296 10.7456 8.14995 8.02207 7.81178 10.9181 11.2995 8.49649 7.78447 8.51887 8.52584 7.7379 8.47189 7.64865 7.58111 7.54121 13.0826 7.50119 8.91199 7.41928 7.40951 8.01857 9.33381 7.14922 11.9235 9.22647 7.14848 7.68413 7.0362 6.85551 7.82826 6.75016 6.64543 7.78754 7.49218 6.69431 6.64466 6.57703 6.57171 6.5689 6.43495 14.745 8.8616 7.81961 7.42161 6.74268 6.54909 6.4047 6.34705 6.61711 6.336 6.27878 6.98133 8.68771 7.18807 6.92541 7.84302 6.77202 6.10982 5.95581 7.72217 5.84733 6.00138 5.80645 5.787 5.74905 5.71 6.41698 5.66361 6.83092 6.42251 5.62961 5.61585 5.57452 5.54167
threshold=0.41332740884122016 20.278423772609823 -0.0090166833251714689 0.1345229548784643 0.056149853744539159 41320.665000000001 0.010061974171549084 -1131.8306249999998 0.036790139973163612 -0.03976673632860183 553540.50000000012 -0.025885358452796933 0.055804698682744881 0.026627595536410812 7.5000000000000009 0.45837468049948005 -0.0023544079158455129 0.71427142358217444 0.15745890697178413 143507.25000000003 9.4396969696969713 0.61526803422728216 0.44105362652378582 -2561.4999999999995 0.26754190160139191 0.4974725442547695 0.99950232162596309 0.089144423374796875 -9348.4999999999982 188469.00000000003 28291.163244288688 -853.88311688311671 -0.0050718132406473151 0.015916500000000004 0.022029935382306579 67346.678571428594 0.57003265656746993 0.005720454966649414 133340.20875000002 0.031650000000000005 0.22913750522464013 0.41688948306595369 0.18037370347020787 12.500000000000002 -1711.4999999999998 11509.815870695411 0.0082500000000000021 0.046822949293228472 4.5000000000000009 0.086999007906057649 -971.94999999999993 1143.7230681818185 0.0031938072061166172 1019.5000000000001 0.032932722941041 0.67156862745098056 0.70029940119760481 0.029844843782484535 0.071415513753891005 -0.021180951036512848 -1296.4999999999998 35889.750000000007 675002.25000000012 0.7027000000000001 -2504.4999999999995 0.33280103482698314 0.016319475136697296 37508.250000000007 -0.0097096990793943388 -0.090447396039962755 2.4298425735797404 0.0069643082097172746 0.063042365014553084 1577250.0000000002 0.049250000000000009 -123.29166666666664 0.11014763265848161 0.0067633367143571385 0.045904056813726113 -0.0025690745096653696 2.5000000000000004 5.5000000000000009 -2030.5833333333333 13307.954062500001 -4110.4999999999991 0.016827020794153217 -0.01581353414803743 6.5000000000000009 0.029929133132100109 -0.0088451048359274847 1181.5525448082592 41.500000000000007 35.500000000000007 0.0011893034097738566 0.019457524642348293 0.28796697868497728 0.0057674644049257049 0.98585000000000012 0.010817817412316801 0.20985000000000001 -0.045597407966852181 -1190.3874999999998 0.97545000000000004 217581.75000000003 2071.5000000000005 28109.250000000004 0.2007841763186384 0.24844067068147341 16806.907928571429 38284.875000000007 0.13444887959370749
decision_type=10 8 2 8 8 10 2 8 2 2 2 2 10 2 10 8 2 10 10 2 10 8 8 10 8 10 8 8 2 2 2 8 2 2 2 10 10 2 8 8 10 8 10 8 10 2 10 10 2 10 8 10 2 10 2 10 10 2 2 2 2 8 8 10 10 8 2 10 2 2 2 2 2 8 8 8 2 2 8 2 10 2 10 8 2 2 2 2 2 2 10 10 8 2 2 10 2 10 2 8 2 10 8 8 8 10 8 8 10 10 10
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decision_type=10 8 2 2 8 2 2 8 8 8 2 10 8 2 10 10 2 10 8 10 10 8 2 2 2 8 2 2 10 2 2 2 10 10 2 10 10 2 8 2 10 8 2 10 10 2 10 2 10 10 2 2 2 2 2 2 2 8 2 10 8 2 8 8 8 2 2 8 2 10 10 2 10 2 2 10 2 2 10 2 10 10 2 8 10 2 2 10 10 2 10 10 10 8 2 8 2 2 2 8 2 2 2 2 2 2 8 2 10 2 10
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is_linear=0
shrinkage=0.0227381


Tree=455
num_leaves=112
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split_gain=8.15131 10.6944 8.92637 16.4153 9.64035 13.2377 12.5052 11.3649 10.0744 8.80899 8.58292 17.3088 11.2047 10.2995 8.85491 8.45251 8.44484 8.42619 9.60968 8.38577 8.26165 9.95194 11.1771 14.1384 9.48582 9.40283 11.4711 8.77172 8.71512 8.4625 8.26845 10.3919 8.49182 8.22378 8.22192 8.1359 9.59835 9.47056 10.4134 8.025 7.97761 7.94334 9.82588 8.63047 9.13857 8.10247 7.79991 7.79905 7.77488 8.68419 8.14144 7.75835 8.27343 9.81504 7.62419 7.48303 7.40122 7.39362 7.36755 7.15996 7.1588 8.0361 8.20405 7.25113 7.01679 6.98587 12.2466 12.8834 14.2517 11.3631 9.31196 8.52841 12.3154 9.32792 12.2466 9.31603 9.88952 8.22129 7.48915 8.50578 7.30678 7.06581 6.91871 6.8407 7.2003 6.82363 6.7133 6.6718 6.65339 6.64205 6.63496 6.6314 6.45912 6.44509 6.41902 9.65407 6.23741 9.86315 9.26993 10.0979 9.16744 7.35705 10.8978 13.6454 7.9075 7.19635 7.96933 6.7315 6.58188 6.35263 6.23641
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decision_type=10 2 10 2 2 2 2 8 2 8 8 8 2 2 10 8 2 8 8 2 10 10 10 2 10 8 2 10 8 8 2 2 2 2 2 8 2 8 8 8 8 2 8 2 10 8 2 8 2 10 2 8 2 2 10 8 2 10 2 10 2 2 10 2 2 8 10 2 10 10 2 8 8 2 8 8 8 2 2 8 2 2 2 10 8 2 2 2 8 2 2 2 10 10 2 10 2 2 2 10 10 8 2 10 2 2 2 10 2 8 10
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decision_type=8 2 8 10 10 10 2 8 8 2 2 10 2 8 10 8 10 10 2 2 2 10 10 10 10 8 10 10 10 2 10 2 2 2 2 2 10 2 2 10 2 2 10 8 8 2 10 10 2 2 2 10 8 2 2 2 10 8 8 2 2 10 2 2 8 2 8 2 10 2 10 8 8 2 10 2 10 2 2 2 8 10 8 2 10 2 2 2 2 2 2 2 10 8 2 2 2 8 8 8 2 2 10 8 2 2 2 2 10 8 2
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leaf_count=745 1457 108 163 588 259 3005 357 43 125 3892 579 783 404 2140 294 96 129 149 302 987 3710 851 295 414 308 1726 167 452 431 175 211 638 366 72 2229 100 347 961 698 177 247 945 231 777 239 98 310 193 1093 7805 835 80 506 8465 11552 79 252 259 306 1164 2874 237 1029 554 1227 2174 6715 867 612 4661 548 83943 1228 2835 306 402 1959 4755 767 1141 134 441 146 439 218 85 488 161 331 4739 98 851 263 86 308 100 321 284 251 1285 159 696 300 419 456 435 1313 130 215 172 379
internal_value=0 0.000180748 -8.77492e-05 -0.000537282 0.00143489 -0.00167478 0.00403658 -0.000899437 -0.0006815 -0.0049717 0.000687706 0.00565185 0.00530486 0.00738955 -0.00616536 -0.0077881 0.0032338 -0.00875268 -0.00291305 0.00377413 -0.000871632 0.00343901 0.00607659 -0.00593681 0.00136266 -0.00257637 0.00183653 0.00118431 0.00840389 -0.00385754 0.00674484 0.0056131 0.0092157 0.0129099 0.000969123 -0.00255638 0.00175157 -0.00140902 -0.00205174 -0.00479441 -0.00283174 0.00342032 0.00150302 0.0104887 0.00166925 0.00419468 0.00774954 -0.00642937 0.00134636 0.00259009 0.000299605 1.88549e-05 -0.00498575 0.000552205 0.000903266 -0.00706672 0.0133757 0.0113974 -0.00336248 0.000841568 0.00127108 0.000181736 0.00809716 0.00358961 0.00660365 0.000898517 -0.000327916 0.000440782 -0.00167899 -0.00105308 -0.00697033 -0.000946515 0.00329679 0.00174903 0.005219 0.00627805 0.00503134 -0.000939199 -0.00240222 0.0106974 -0.00371365 -0.00612904 -0.0082733 0.00437412 -0.00490385 0.0195683 0.0218166 -0.00372198 0.00288557 -0.00956373 0.00941098 0.011027 2.75746e-05 0.00976202 0.00572271 0.011658 0.00393264 0.0153102 0.0115866 -0.00624837 0.00123772 -0.00503874 -0.00167478 0.00122362 0.00491559 -0.00569949 -0.00863209 -0.00682009 0.00960769 0.00622387 0.00996863
internal_weight=0 13101.6 10682.7 7497.81 1159.28 529.478 629.799 6338.53 6026.07 312.461 395.557 137.413 533.283 370.168 293.402 251.462 41.9398 243.07 50.8276 203.391 5883.04 231.394 182.953 48.4414 2418.85 255.646 2163.21 1854.27 74.8739 241.662 143.03 308.938 155.447 101.186 3184.91 303.052 153.263 126.44 258.144 172.667 96.5161 85.4773 54.2611 86.585 153.492 123.532 92.2514 72.9618 2881.86 1311.22 1570.64 1541.16 141.512 1399.64 1345.24 54.4053 26.823 166.777 117.434 1779.39 1632 1116.63 59.8042 515.368 237.199 278.169 1056.83 163.115 138.584 5651.65 90.1818 5561.46 1182.73 664.28 518.45 456.527 295.718 368.562 61.9231 78.3889 128.49 104.704 133.921 50.5856 18.8674 50.6001 45.9057 147.396 49.0205 126.519 114.157 103.739 51.8346 31.7181 23.7864 29.4797 35.3877 24.9346 22.9063 112.008 32.8437 227.661 122.485 97.0807 70.1003 31.2805 91.4268 149.789 19.0588 41.737 32.127
internal_count=200906 200161 171626 121297 19064 12410 6654 102233 97164 5069 7266 2441 5626 3790 4811 4137 674 4041 1085 1391 95879 5270 4005 1265 28535 3880 24655 19091 883 3772 1285 5564 2703 1754 50329 4656 2297 1698 4825 3182 1028 1643 949 1356 2861 2223 1690 781 45673 22296 23377 22830 1899 20931 20017 914 599 2399 1598 18208 15974 10855 1266 5119 2391 2728 9589 1836 1479 90609 2005 88604 20057 10777 9280 8207 4794 5983 1073 1451 2239 1797 5144 815 290 939 854 2234 637 4885 1074 976 704 525 442 547 482 447 380 1752 467 3597 1871 1571 1152 533 1393 2359 258 718 546
is_linear=0
shrinkage=0.0227381


Tree=458
num_leaves=93
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decision_type=10 8 2 2 8 10 2 10 10 10 10 8 8 8 8 2 10 2 8 2 8 2 2 2 10 2 2 10 10 10 8 10 8 10 2 8 2 2 2 2 10 8 10 2 10 10 2 10 8 2 2 2 8 10 10 2 2 2 2 2 10 2 8 8 8 10 10 10 10 2 2 10 8 8 8 10 10 2 10 2 2 8 2 8 2 10 2 2 10 10 2 10
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internal_count=200807 63013 7593 55420 2261 54500 4205 50295 23940 26355 3552 2789 20388 2488 2941 20081 3681 16400 2872 737 1751 23566 19929 2092 17837 137794 3067 622 134727 89542 3630 45185 32399 85912 82650 49213 33437 30370 3067 4506 14765 3134 34448 3298 31150 2886 12786 12206 4558 1851 1053 580 7648 11631 2707 1233 3296 25864 26406 25337 13609 703 12906 11728 9390 1069 798 506 414 942 1095 685 611 1474 5993 1309 4684 6706 866 3637 840 5332 6254 320 2445 2230 774 1456 2201 3071 1653 1424 3297 2553 1744 744 809 967 780 543 3035 2234 301 307 801 489 920 650 2338 2066 859
is_linear=0
shrinkage=0.0227381


Tree=460
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threshold=-0.024920634925365445 41.500000000000007 25.500000000000004 -0.034123459830880158 0.47915000000000002 0.053837871178984649 0.15403396681193152 31.500000000000004 28439.865000000002 -0.077402766793966279 509.50000000000006 588460.50000000012 -0.026524708606302735 -2313.4999999999995 0.6253491620111733 0.87320985281659003 -0.00041320061427541072 0.0065737443510442981 0.14833149981664837 0.062342617660760886 1427.0638218735062 0.99999778408012618 0.025927290320396427 0.0044397071469575175 -0.0033664834918454285 8.5000000000000018 0.61184778609404211 -2407.4999999999995 -0.0083241057582199556 0.35504201680672276 144589.95609146342 0.018830046140649207 168870.47522727275 0.001900936624569783 1.0000000180025095e-35 675191.25000000012 11040.772500000001 4.7896413007039902 0.026382257230579857 167508.00000000003 0.0020279590971767907 0.0088920816779136675 54.500000000000007 0.014718913938850166 -0.0027288729324936862 0.036113471818294697 405123.75000000006 1215112.5000000002 675191.25000000012 0.31250000000000006 -2035.4999999999998 0.22957933835738317 -77.499999999999986 0.0054603461176157006 -1501.2749999999999 0.0025174169568344955 0.97745000000000004 0.0058500000000000002 36.162902121834371 333435.93750000006 2330698.5000000005 0.33039669603344762 0.015950000000000002 0.29085135612521379 0.013682757038623096 -891.4142857142856 -261.49999999999994 0.11071398445176577 -0.0031415520934388037 9.9813949463482192 0.058937534689903266 -0.00094192163669504214 -387.11249999999995 -688.23214285714278 -252.35416666666666 0.25191907186227297 0.0076500000000000014 10217.542500000001 -1296.4226190476188 -6018.4999999999991 37310.850000000006 15.02777777777778 51207.750000000007 -0.0071385235060006371 3502.6425000000004 3.5000000000000004 373725.00000000006 -0.0011151776416227219 10.834022038567495 244956.75000000003 -587.46428571428567 -0.040346510708332055 0.007106895830417838 -0.025485685095190998 0.25913030006587923 18074.587500000005 0.008827028330415489 0.0026500000000000004 0.076845851870213408 0.27572052347189641 -548.49999999999989 1311.5000000000002 0.18132446809246461 0.67354024943310675 1.075385222209418 22.550505050505055 -0.027149584144353863 -0.0088827777653932554 9.5000000000000018 0.28457644709145324 0.0010854315478354695
decision_type=2 2 2 2 10 2 10 2 8 2 10 10 2 8 10 8 2 2 10 2 10 10 2 2 2 10 10 10 2 8 10 8 10 8 2 8 8 10 2 2 2 2 2 2 2 10 2 10 10 8 2 8 8 2 10 2 10 8 2 8 8 10 8 10 2 10 10 10 2 8 2 2 10 8 10 10 8 10 8 2 8 8 10 2 10 2 2 2 10 10 10 2 8 2 10 8 2 8 2 8 10 8 10 10 10 10 2 2 10 8 2
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is_linear=0
shrinkage=0.0227381


Tree=461
num_leaves=112
num_cat=0
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split_gain=6.60191 12.127 8.99749 6.45326 10.043 9.45454 9.28696 9.09321 9.83787 14.4773 14.0242 9.5572 9.12007 8.55254 8.23763 8.16698 10.4377 9.47726 13.3726 11.0107 10.2427 9.58261 8.95772 8.44094 8.3612 8.58213 8.02434 11.6704 9.18958 7.85338 9.00224 9.19312 7.82701 8.95897 7.92703 7.85619 9.15273 8.36738 7.81698 9.54949 9.39336 9.3495 8.74691 8.41691 7.92281 7.78717 10.0587 7.89185 7.70946 7.64296 7.60487 9.8212 8.98887 7.96821 7.58973 7.40037 10.3851 8.00177 7.39899 7.36148 7.18726 8.49159 7.13711 7.1097 7.25302 7.07872 7.06677 6.8526 6.71528 6.68691 7.06377 6.54913 6.32439 6.28715 7.485 6.76291 6.02435 5.96507 5.9493 5.85627 5.84662 5.62116 5.46032 5.45931 5.41957 5.32502 5.30397 6.28776 5.24499 5.20032 5.1141 5.01856 7.81497 4.99787 4.87184 4.80894 4.74918 6.08641 4.73439 5.74722 4.4482 4.30514 4.25959 4.18178 3.92453 3.80826 3.63703 4.08026 3.59672 3.48456 3.46645
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decision_type=8 2 2 8 2 8 2 2 10 10 10 10 2 2 10 2 2 8 2 10 10 10 10 2 2 2 2 10 8 2 10 2 10 8 2 2 2 2 10 2 2 10 10 2 2 10 10 2 8 8 8 8 10 2 2 2 2 10 8 2 10 2 2 2 2 2 8 2 10 8 10 2 10 8 2 10 2 2 10 10 8 8 10 2 10 2 8 2 2 10 2 2 2 8 10 2 10 10 10 10 2 10 2 2 8 8 10 2 2 8 2
left_child=3 2 88 4 7 15 -7 11 9 38 26 32 48 98 -14 17 66 18 21 62 22 63 24 67 -19 -26 28 -28 -11 86 31 76 34 -34 54 37 -37 -36 40 42 43 -41 -40 -9 -42 46 -21 -47 -12 -23 51 53 101 -15 58 57 -57 -32 -1 -8 61 -61 85 71 -65 102 84 110 -53 70 -35 -5 -62 74 75 -68 -31 100 82 -79 -3 -33 -6 -56 96 -20 87 95 -2 -54 -4 104 -93 -18 -64 -13 108 -98 99 -10 -25 -52 -63 -75 -24 -51 109 -108 -17 -90 -22
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leaf_weight=58.813714031130075 3.6743428269401184 8.2597266733646411 9.2838269649073464 199.63594585191458 7.3837705615442273 18.542268514633179 8.8412506063468737 200.91285145282745 16.246329519432038 64.33595379255712 4.888099856209009 28.87959974585101 17.730437815189362 136.96560872998089 23.721875935792923 14.096596481744198 19.022568803280592 24.8731469810009 15.470593391917648 114.02516135759652 10.162838066928089 26.403723140247166 27.951060436666012 153.96653228858486 1292.5267152986489 86.568325744941831 119.92906423751265 225.58686547260731 132.03663386404514 16.440542757511139 68.632491521537304 25.29118675366044 19.866988262161613 6.0058842841535798 21.252408590167761 73.874760810285807 427.90736098960042 74.648302283138037 2637.867974686902 33.657258234918118 150.95929035544395 2340.8869023323059 128.03601314872503 229.41101502627134 78.287745624780655 65.133379559963942 84.557755446061492 28.581818293780088 42.491676494944841 4.5638704365119311 5.5947611685842267 309.60601511411369 22.607383940368891 853.52491106744856 391.59667583182454 36.156905800104141 357.57968416251242 62.777050629258156 57.601572033017874 4.8738154200837007 9.908804719801994 30.820664061233401 82.215491388458759 25.707685964182019 23.988656854256988 11.153510374017058 20.078588098287586 13.757374281994997 32.852523922920227 11.960918899159877 23.051908884663138 240.38403990957886 11.727806595154105 11.05966664478183 12.50175250507891 8.823171513155101 41.791219457983971 16.179024278186265 61.752066960558295 12.699401136487721 7.8726989030838004 18.804705549031496 14.959276926703749 95.979820368811488 19.928881996311247 10.754030894488094 32.688372396398336 12.062620144337414 3.7345846970565608 13.198398369364439 6.2081157015636554 80.567894734442234 33.721753956750035 12.940966267138721 7.7091740523464969 8.6922514643520099 22.888823924586177 11.197167156264184 7.5360653009265652 10.53247134620324 5.4318713080137959 10.285844842903314 7.0310141500085583 17.349382419139147 9.5996196866035444 7.8034920692443857 4.0552527098916453 7.834824088960886 107.86236917646602 75.947217182256281 11.621596852317452
leaf_count=998 54 263 246 4023 144 626 164 4009 219 663 142 302 480 1928 712 212 236 287 247 1958 153 684 302 2397 16128 1097 945 2281 1372 325 1129 506 1007 317 405 1374 7863 1383 36349 305 3012 31308 2457 4480 1893 1176 1033 570 1191 189 115 5273 306 11757 7803 565 5770 1051 1116 92 193 555 2065 446 447 201 294 175 436 421 1133 4065 255 153 205 132 909 237 1696 175 175 384 367 999 349 163 695 133 98 153 165 739 400 184 133 82 210 106 131 89 96 132 164 196 97 205 119 351 1605 2358 159
internal_value=0 -0.00483193 -0.00759162 0.000213875 -6.96012e-05 0.00111823 0.00762393 6.99866e-07 0.00034776 0.000726016 0.00397364 -0.00137606 0.0119457 -0.00136056 0.00312625 0.000873471 -0.00278477 0.00125511 0.00309484 0.00613976 0.000276305 0.000680909 0.000936735 -0.00417927 0.00151036 0.00177271 0.00250059 0.00454781 -0.00114113 0.000729646 0.00161502 0.00750146 -0.00255679 0.00493277 -0.00296862 -0.0010876 9.20131e-05 -0.00675948 0.000367494 0.000667253 -0.00194723 0.00172224 -0.000240985 5.59818e-05 -0.0055736 0.00843528 0.0109163 0.00270232 0.0179962 -0.00910662 -0.00166092 -0.00200682 0.0062733 -0.000840579 -0.00478859 0.000365637 0.00192692 -0.00414338 0.000407387 0.010656 0.0128514 0.0167704 0.000179639 0.00159957 0.00906463 0.0193721 -0.00442186 0.00510442 -0.00527669 0.0103394 0.0151188 0.000598865 0.00109815 0.00156721 -0.0038613 -0.00947605 0.0128199 -0.00607821 -0.00751899 0.00277387 0.0101644 -0.000467658 0.00200895 -0.00601477 -0.0067602 -0.00868047 -0.00553326 -0.000445343 -0.0101266 -0.00079964 0.00604528 -0.00416389 -0.0014865 0.00807239 0.00329564 -0.00505477 -0.00814751 -0.000467781 0.00866351 0.0123586 -0.00774188 0.0168999 0.0233013 0.00853781 -0.0105174 0.00394875 -0.0113124 0.000288338 -0.0101217 -0.012903 -0.00294197
internal_weight=0 126.871 110.738 13003.4 9906.14 3097.21 102.899 9822.05 7849.69 6430.74 630.721 1972.36 88.8321 1418.95 41.4523 2994.31 277.75 2716.56 936.935 408.447 1779.63 528.487 1555.81 223.819 1403.97 1379.1 541.889 345.516 196.373 709.797 627.474 102.328 1262.56 60.8857 1201.67 597.683 501.782 95.9007 5800.02 5140.45 659.571 2374.54 2765.9 430.324 229.247 292.298 198.583 93.7152 47.3798 38.7711 1384.64 1332.95 51.6864 990.491 603.992 525.146 393.737 131.41 116.415 84.3569 75.5156 53.879 116.149 489.716 49.6963 49.0052 245.786 35.5418 342.459 41.0187 29.0578 440.02 21.6366 69.8126 41.4035 28.9018 58.2318 188.277 84.0951 28.8784 16.1324 44.0959 22.343 487.576 175.974 26.2246 82.3228 49.6345 95.2462 35.8058 15.4919 151.84 114.29 31.9635 89.9247 37.5719 156.045 34.086 34.3149 26.7788 159.398 15.8806 37.8517 28.409 37.5507 12.3674 91.5719 11.8901 121.959 79.6818 21.7844
internal_count=200822 3829 3391 196993 151015 45978 2250 148808 112138 91599 7786 36670 2525 20539 1192 43728 3882 39846 17404 7345 22442 10059 19050 3392 17512 17225 5261 3226 2035 11851 10639 2124 24819 2878 21941 11025 9237 1788 83813 70419 13394 31613 38806 8489 4905 4737 2991 1746 1333 1078 20100 19394 706 13685 10916 8515 6335 2180 2114 1624 1460 1012 2608 8981 893 920 3462 487 5709 1871 1450 8088 448 980 631 426 1234 2905 2207 412 438 890 511 8802 2482 410 1212 517 2980 459 411 1538 1139 420 2198 384 2133 316 439 308 2493 247 719 349 399 394 2926 470 1817 2456 312
is_linear=0
shrinkage=0.0227381


Tree=462
num_leaves=112
num_cat=0
split_feature=221 17 141 202 189 226 61 170 127 123 232 131 184 35 211 204 179 126 221 186 40 121 126 126 216 204 221 18 165 116 191 180 121 179 213 182 124 216 135 209 232 149 150 157 124 155 5 188 154 215 214 228 179 141 226 10 19 178 153 57 39 117 170 182 182 217 14 126 135 214 223 149 121 14 5 223 19 207 202 134 153 223 223 223 134 122 219 232 135 224 161 195 221 152 157 40 126 170 42 183 191 202 127 128 131 208 141 229 184 149 170
split_gain=6.52315 11.4338 10.6031 9.80724 11.9961 13.9833 11.4968 10.2743 10.0516 12.0985 9.49673 9.10173 8.69927 8.32364 9.5661 8.20206 8.75526 7.55168 7.27198 7.88076 7.83145 7.03287 10.8199 10.1694 9.66466 9.67283 7.06163 7.74991 6.88108 6.86734 6.84482 9.15069 7.78063 6.58749 7.14638 8.68678 13.2303 13.5752 9.0431 8.89412 8.75403 9.58159 11.0768 13.6415 9.31719 8.53097 8.49406 8.43817 9.01382 9.77078 8.31764 8.20649 8.07727 7.67652 7.55835 8.561 10.6007 11.6447 10.3509 10.4384 8.21401 8.18106 8.10042 8.04303 12.7235 9.85854 7.92036 9.35339 10.2999 9.30196 9.49969 8.13198 7.80841 10.777 10.0252 7.38251 7.34026 7.07768 6.99387 6.98669 8.04407 6.95053 6.90634 9.68127 6.89449 8.72968 7.61446 6.87469 10.3171 6.54666 6.50131 6.47041 6.43795 9.19373 9.15661 10.2182 9.3329 6.67072 10.1625 8.90686 7.60356 10.0765 7.37964 6.56795 6.40858 6.35847 6.30619 6.70601 7.76063 8.40175 7.49265
threshold=-0.014709526672959326 -11703.499999999998 0.68825753895119635 -0.071554183959960924 0.10846215048874745 0.0068330622743815192 1.0000000180025095e-35 32.975000000000009 5628.30274682646 0.80800790404261658 0.0069456361234188089 0.47988870741757894 450003.37500000006 1.0000000180025095e-35 0.042931897565722472 -0.054213434457778924 0.55555086010062671 0.029461850108770182 -0.029925588518381115 3168.7200000000007 0.7208404199385835 0.23247845014481375 0.060103277069071655 0.060103277069071655 0.00062184219132177543 0.039308838546276099 -0.019204492680728432 -2045.4999999999998 0.3585714285714286 1.5000000000000002 68.500000000000014 15055.39205357143 0.19256424713711234 1.1829069336857565 0.02265360672026873 -514.97058823529403 29.663244353182755 0.0043560231570154437 0.36027115024231748 -0.045631721615791314 0.0033573585096746687 120.34523809523812 -1364.4999999999998 67149.000000000015 44.403832991101993 74779.16250000002 135128.25000000003 0.69096016343207367 781570.23750000016 -0.015398255549371241 0.0072423191741108903 -0.0086464239284396154 1.1110853391881819 0.22976904618037206 0.0087281912565231341 5.5000000000000009 2.5000000000000004 0.11882352941176472 860595.75000000012 0.05075000000000001 0.68314386815688855 1.0000000180025095e-35 32.026315789473692 -592.95454545454538 -272.9444444444444 -0.0087445448152720911 0.024887000000000003 0.035054091116602848 0.41143616170667213 -0.0011932687484659252 -0.014971710741519926 -136.73863636363635 0.08245536228087931 0.034176500000000005 184511.25000000003 -0.010358381085097788 2.5000000000000004 0.023892709054052833 0.157524548470974 0.37171206614463015 67497.750000000015 -0.0094101615250110609 -0.013363136909902094 -0.007429394405335187 0.14950607650819231 0.10733568659052971 -0.013305056840181349 0.013321555685251953 0.25755415293614053 -0.016792898997664448 0.32647134099414282 7.5049019607843146 -0.011973683722317217 485087.50657894742 4304999.9250000007 0.39855593241524828 0.14594200091193629 34.303846153846159 0.15985000000000002 -2527.4999999999995 62.500000000000007 -0.029233831912279126 5282.5202536185398 67590.000000000015 0.38420719759535532 -0.025053706951439377 0.39401733207767814 0.0061490195803344258 117065.53125000001 1070.5277777777781 38.343137254901968
decision_type=2 2 2 2 8 2 10 8 2 10 2 10 8 2 2 2 10 2 2 8 10 10 2 2 2 2 2 2 10 8 10 8 10 10 2 8 2 2 8 2 2 10 10 10 2 10 2 8 10 2 2 2 8 2 2 2 10 10 10 10 10 8 8 8 10 2 2 2 10 2 2 8 8 2 2 2 8 2 2 8 8 2 2 2 8 10 2 2 8 2 10 8 2 10 10 8 2 10 8 10 10 2 2 10 10 2 2 2 10 8 8
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Tree=465
num_leaves=106
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decision_type=8 2 2 2 8 10 2 8 10 10 8 2 2 8 10 8 8 10 10 8 10 2 10 10 2 2 10 2 2 8 10 8 10 10 2 10 2 2 8 2 10 10 10 2 8 2 8 10 10 10 8 8 2 2 10 2 8 8 8 10 10 2 10 10 10 2 8 2 2 10 2 2 2 2 8 10 10 10 8 2 8 2 2 10 8 10 2 2 10 2 2 8 10 2 2 10 2 8 2 10 2 2 8 8 8
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leaf_count=75 108 125 78 107 70 107 6107 85 155 121 408 116 466 134 1126 97 248 810 180 294 141 637 284 339 826 1162 371 155 91 145 750 296 679 115 116 125 1567 280 131 127 86 99 304 782 558 123 167 269 181 61 259 955 132 3258 1694 2111 3487 140509 1680 5093 192 108 79 597 334 177 5834 102 114 685 98 231 195 104 2172 621 141 68 425 326 265 1771 1218 203 124 194 160 190 104 739 95 81 128 276 85 95 97 80 533 227 104 123 75 265 65
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internal_weight=0 27.1575 13086.7 1409.46 118.178 11677.2 11410.3 266.919 201.288 65.631 1291.28 940.782 496.977 267.84 175.86 443.805 260.553 228.216 229.137 183.252 30.6166 96.2836 118.716 57.1439 214.554 143.337 178.982 76.5012 52.5904 45.0932 152.636 55.7836 600.327 393.028 139.685 207.299 102.187 350.499 304.873 284.619 45.6268 10810 10803.3 157.616 96.8521 71.6713 91.9795 253.343 135.496 117.847 251.012 191.713 59.2991 10645.6 470.723 156.532 314.192 10174.9 668.118 9506.8 91.2876 55.785 32.337 109.613 141.714 12.1553 129.559 15.9021 102.481 71.2168 46.5072 36.8205 31.6108 197.266 189.487 177.848 55.7693 16.6643 37.4977 87.9526 69.0041 109.535 131.932 16.4214 40.5914 6.73745 31.633 15.3879 8.94538 68.8917 33.6069 14.8964 32.4275 22.3063 9.49639 18.9645 24.6909 12.8068 25.8828 4.28255 8.31197 13.9523 10.8998 6.9567 14.5828
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is_linear=0
shrinkage=0.0227381


Tree=466
num_leaves=112
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split_gain=6.59668 9.8058 8.09418 11.341 13.3318 10.528 10.3455 15.3547 9.37712 9.1232 8.56194 8.33068 7.99786 10.7631 8.40268 8.00988 7.71358 7.67069 7.53883 11.7916 7.5357 7.62452 10.8983 12.5616 9.66091 7.57447 8.17768 7.50829 7.73883 7.36018 7.8919 7.41844 6.97605 6.93063 6.83379 7.30337 6.76719 8.40182 10.4432 9.72872 10.6987 9.6736 10.8711 9.83685 10.4409 9.55383 9.36004 12.6284 12.1685 9.30908 9.11141 8.56763 8.67927 10.087 10.0741 9.83754 18.6024 9.83361 9.48105 8.64647 8.4088 8.31084 8.24451 8.19783 8.04216 8.0213 10.5454 8.01414 8.00056 8.4237 7.66665 7.65729 10.9679 9.01451 8.46953 7.53338 7.41371 9.20229 7.30815 7.14981 9.29748 10.2656 9.86921 9.9656 8.22089 10.9038 8.51714 8.2843 8.11034 7.92634 7.62458 7.51562 7.73709 7.13338 7.09828 7.08171 6.98522 9.37052 7.2939 6.98445 6.9673 6.90665 7.82216 8.82486 7.72796 7.72637 6.89563 6.83025 6.73848 7.44681 6.9979
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decision_type=10 8 10 2 8 8 2 10 10 10 2 2 10 8 2 2 10 10 2 10 8 10 10 2 2 8 10 10 8 2 8 8 10 2 8 2 2 2 10 10 2 10 8 10 2 2 2 8 2 8 10 2 2 10 2 2 8 2 10 2 8 2 2 10 10 10 10 2 2 10 8 10 10 8 10 10 8 10 2 10 2 10 2 8 2 2 2 8 10 2 8 10 8 2 2 2 8 10 2 2 10 10 2 2 8 2 8 8 2 8 2
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internal_weight=0 12976.5 39.5391 30.7535 150.411 87.412 46.1418 25.2662 12936.9 1569.48 733.341 836.143 741.92 599.748 402.328 566.333 94.2227 11367.5 1247.27 1087.55 185.148 129.536 10120.2 161.109 52.1191 9959.07 7473.52 2485.55 1524.41 1330.95 32.1876 961.144 844.591 116.553 159.716 45.145 7441.33 988.315 6453.02 142.172 167.009 197.42 150.43 107.77 902.406 56.0165 846.389 305.184 541.205 40.1555 514.573 250.137 264.436 213.79 211.07 193.457 114.571 62.9988 16.3159 23.2968 83.9996 116.561 65.5812 380.613 26.0558 46.99 51.7596 37.4912 14.4375 108.99 74.6593 106.501 41.2702 55.6125 104.903 37.1317 67.7717 71.6261 38.4841 22.5966 60.5075 22.3305 31.3673 25.564 40.2587 96.9604 50.6465 30.8729 39.0669 50.9802 13.635 30.571 33.9836 25.6102 20.8756 83.2359 21.766 19.0893 22.5972 15.861 7.09653 39.702 18.2387 18.4286 30.1155 38.177 13.2981 20.2489 21.7156 26.7966 16.0338
internal_count=201106 197236 773 602 3870 2176 1184 782 196463 14083 6588 7495 6684 5545 3459 5138 811 182380 17486 15300 2650 2166 164894 3381 910 161513 115973 45540 28265 23464 504 17275 15735 1540 2186 834 115469 13139 102330 1139 1450 2086 1655 1818 12650 818 11832 2295 9537 562 4633 2236 2397 1892 1958 4801 1352 1694 297 828 960 913 543 3275 473 431 505 349 305 2471 840 945 992 484 2383 797 1586 610 666 201 505 180 264 391 346 860 505 545 278 370 244 392 829 226 402 737 348 361 734 256 237 866 170 323 770 325 193 268 184 239 599
is_linear=0
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Tree=468
num_leaves=107
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is_linear=0
shrinkage=0.0227381


Tree=469
num_leaves=80
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split_gain=8.43876 7.74907 7.70143 12.1386 9.82801 8.99761 6.89681 7.65466 6.65602 5.92919 6.46912 6.04077 11.1862 10.9314 9.20598 9.40667 8.67394 8.25666 9.45296 9.05341 11.0452 9.0894 9.43181 8.72939 8.70933 8.01566 12.0048 9.31784 9.1018 13.8729 8.1518 7.83576 7.75516 7.6186 12.9677 8.50914 8.31672 8.00237 7.76237 7.26578 10.7211 7.43929 7.17045 6.5576 6.46078 6.68588 6.14729 5.71708 5.56272 5.5051 5.46113 5.28941 5.26561 5.11563 4.98102 4.75277 4.25035 4.03769 3.95848 3.85446 3.75364 3.14122 3.04584 2.79202 2.71969 2.54807 2.504 2.34545 2.32406 2.30024 2.75675 1.91513 1.86912 1.61637 1.14506 0.931021 0.585156 0.476158 0.41177
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decision_type=8 10 2 8 2 2 2 2 8 2 2 8 2 10 2 2 10 8 8 10 2 2 8 10 10 10 8 10 10 10 10 2 2 2 2 10 10 10 10 2 2 2 10 10 10 10 10 2 8 8 10 2 2 10 10 10 2 8 2 8 8 10 8 2 2 10 8 8 2 2 10 8 10 10 2 8 10 2 10
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internal_value=0 0.000154992 0.00503329 0.0076846 0.0107567 0.0140202 0.0189806 0.0218298 -0.00348011 9.2198e-05 0.00650141 5.51818e-05 0.000848858 -0.00149669 -0.000779591 -0.00172483 0.000805419 -0.000250424 -0.00111574 -0.000898539 -0.00446127 -0.000513767 -0.00139521 0.000279822 0.00119835 0.000218486 0.00068523 0.00266071 -0.00132192 0.00501143 -2.53663e-05 0.0130977 -0.00454692 0.00153534 0.00512892 -0.00198508 0.00847598 0.00964068 0.00113508 0.0009143 0.00610682 0.000615642 -0.00186662 0.00410065 0.00850831 0.0123918 0.00633835 -0.00638461 0.00565728 0.0078198 -0.00755809 -0.00975726 -0.00705642 0.000734615 0.0206303 0.0248823 -0.0012248 0.00791184 0.00258781 0.00510516 -0.0112993 -0.00534845 0.0145328 -0.00657073 0.00276733 -0.00256717 0.00804091 -0.0142453 -0.0132673 -0.00946444 -0.0113167 -0.00353081 -0.0135723 0.0256463 -0.0110646 -0.00579376 -0.0159568 -0.00724831 -0.010473
internal_weight=0 13083.4 157.619 120.828 101.142 80.8823 52.4477 45.0167 36.7913 12925.8 65.6002 12860.2 3570.96 806.201 759.895 668.085 355.496 9289.26 3525.86 3420.34 324.507 3095.83 2044.74 5763.4 1051.09 5744.66 4412.46 1161.07 1332.2 99.9156 3251.39 18.7437 312.589 2764.76 266.897 86.514 180.383 171.839 2497.86 2434.63 123.32 2311.31 1232.28 57.7393 63.2367 45.96 31.941 266.768 91.8107 79.5205 105.519 87.3813 54.573 43.6464 11.4761 9.23125 28.8504 18.837 28.4346 18.5751 46.3056 24.8094 21.9538 19.6859 18.1372 20.2597 17.1922 35.4933 58.5309 38.7235 33.3752 7.26765 28.1093 36.226 18.2161 12.2902 31.2837 12.6303 13.5928
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is_linear=0
shrinkage=0.0227381


Tree=470
num_leaves=112
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internal_value=0 -0.00171155 -0.00324052 -0.00213853 0.00522012 0.0110426 0.0218817 -0.00351905 -0.00341229 0.00313826 0.00758344 0.0129491 0.017555 0.00242678 0.00690041 -0.00079324 -0.00454748 -0.000894011 0.00393865 0.00945392 0.00241946 0.0045669 0.000207538 0.000266235 0.0106681 0.000227969 0.00510262 0.0113769 0.000159015 0.00749879 0.00128515 0.000115815 -0.000887873 0.00264714 -8.3334e-05 -0.00127624 0.00372496 -0.00159684 0.000418611 -0.00132651 0.000116737 0.000647322 -0.000679105 0.00100632 0.0102301 0.0130732 -0.00442929 0.0129121 0.0155048 0.0196549 -0.00468588 0.00552835 0.0114157 0.0178559 0.0172538 -0.00108924 -0.00686162 -0.00892688 -0.0130091 -0.00458151 -0.0086564 0.0288608 -0.00140218 -0.00459452 0.00113508 -0.000319855 -0.00618087 -0.00741812 -0.00934883 0.00312574 0.0229953 -0.0105284 0.0167981 0.00709796 0.0095542 0.0155022 0.000761315 0.000159058 -0.00525384 -0.00690089 0.0108044 -0.00363399 -0.00575474 0.00792111 -0.00478216 -0.011198 -0.00391386 0.00293106 0.0141986 -0.000796703 -0.0118926 -0.0128273 0.00691928 -0.00129602 -0.00374315 -0.00962123 -0.00706544 -0.0122904 0.00331524 0.00458401 0.0328592 -0.00691006 -0.00902522 0.0216776 0.000381004 0.00764786 -0.0052803 -0.00865275 0.0105599 -0.0132055 -0.0118844
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internal_count=200855 22089 17293 14141 2176 1316 782 860 11965 1853 1364 856 656 4796 1439 3357 10112 3901 1272 745 2573 2122 178766 175419 666 174753 2730 892 172023 693 1838 171330 49235 2939 2054 46296 2510 43786 122095 10555 7449 111540 25307 86233 885 606 3106 679 591 325 3347 1035 513 472 485 522 6211 5226 2391 2835 3152 544 985 785 534 760 3271 3134 2640 494 324 2888 336 227 346 298 1516 475 2629 2485 578 920 803 200 527 2374 667 244 426 420 2728 2663 596 323 508 784 489 2267 264 266 448 720 693 408 266 248 378 732 167 2194 705
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shrinkage=0.0227381


Tree=472
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internal_count=200957 200252 2993 729 636 197259 2264 1879 3010 1953 1631 1454 1303 1479 1155 979 194249 2835 2508 610 235 191414 110944 10247 3509 3023 6738 2552 100697 2499 98198 54132 44066 80470 6435 5835 74035 24306 49729 16317 33412 600 23974 1634 4186 1898 412 1486 751 735 729 493 400 1057 4201 396 978 375 965 583 583 301 226 322 486 332 357 1770 390 324 327 705 589 382 325 385 246 257 255 289 216 231 177 373 293 221 313
is_linear=0
shrinkage=0.0227381


Tree=473
num_leaves=112
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split_gain=5.9732 7.36753 8.04275 7.80181 7.44984 9.78283 8.24897 8.48977 10.5212 8.35713 9.09676 11.3781 9.79103 9.5087 8.19507 7.90088 10.3494 7.85111 11.7599 11.7642 7.67043 7.3553 7.30659 7.24241 8.70844 7.52693 9.10093 7.16184 6.90699 6.67549 6.5684 14.1868 13.5977 9.93468 9.95329 8.81972 7.57021 6.55802 7.09999 6.39745 6.29675 6.15239 6.47523 6.14661 8.86631 9.79548 10.6213 10.5128 11.2416 9.7823 10.539 8.61722 8.15863 7.77553 9.91521 7.70523 7.49139 7.45451 7.31914 11.0998 11.6892 10.2007 9.46278 8.74767 7.83334 8.56181 8.0473 9.30168 7.35089 12.5418 12.1202 8.57847 9.31966 9.04546 8.34045 10.4429 9.68438 10.4359 8.66904 8.14252 8.09015 9.58717 8.98308 10.8145 8.78353 10.5224 9.69817 9.33844 9.20705 9.0697 8.24948 7.61435 7.31304 7.10673 7.01601 10.3752 6.90948 6.72375 11.6129 7.52615 7.00282 8.12628 6.49152 6.45284 6.37847 6.10583 7.07701 10.1026 7.60372 6.56301 6.09908
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decision_type=10 2 10 10 8 8 2 10 8 10 2 2 8 2 8 2 10 8 2 2 10 10 8 8 8 2 2 2 8 8 2 10 10 2 10 2 2 10 2 8 10 8 10 2 10 8 2 2 2 10 2 10 2 10 2 8 2 10 10 2 2 10 10 10 10 8 2 2 2 2 10 2 10 2 2 8 10 2 2 8 2 8 2 2 8 10 8 2 10 8 2 8 10 2 8 2 8 10 10 10 10 10 2 2 10 2 2 2 10 8 2
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leaf_count=260 7475 767 2327 114 2682 1170 1433 4998 23035 942 290 698 708 23117 267 4912 2379 245 203 1109 1944 71 713 550 1291 900 956 5589 295 1372 817 450 959 7787 2860 802 789 551 473 539 105 393 200 100 148 278 820 262 345 1273 871 132 920 287 558 253 424 539 539 129 4367 1911 568 505 605 225 711 581 623 5560 372 1293 884 1161 139 828 5863 1146 2095 3578 1008 5026 537 350 325 1969 5637 155 480 985 16413 655 764 148 604 975 997 350 158 2226 227 233 300 1200 168 911 1668 837 2158 2150 785
internal_value=0 -0.000426408 -0.00426209 -0.0002686 -0.00032074 0.00262401 -0.000536166 0.000165619 -0.000591335 -0.00161174 -0.00114691 0.0047593 0.0103591 -0.00153584 0.00706125 7.33977e-05 0.00251886 -0.00583462 -0.00873301 -0.00107125 -0.000759696 -0.00675953 0.00202315 -0.000124796 0.0018989 -0.00259696 0.00251554 -0.00186988 0.000499075 0.000544461 0.00185495 0.00533247 0.00820447 0.000923868 0.000133398 0.0086008 -0.00553587 0.00331689 0.00614941 0.00436007 -0.00586701 0.0065083 -0.000179155 0.000610786 -0.000719084 0.000886602 0.0038147 0.00560983 0.00986866 -0.00271685 -0.000517346 0.0147552 -0.00414389 0.00311136 -0.000231343 0.00147202 -0.00481553 0.00105753 0.000963385 -0.0011571 -0.00248026 -0.00498684 0.00149252 -5.74677e-05 0.00468408 0.00673654 0.00878403 0.0141396 0.00129578 0.00259926 0.00707013 0.00865398 0.0128669 0.00391062 0.0016236 -0.00166771 0.00266247 0.00489484 0.000303925 -0.00361753 0.000663519 0.00351588 0.00463448 0.00645605 0.000194202 0.00362836 -0.000295298 -0.0035045 0.0116744 0.00156401 0.000363177 0.00703809 -0.00161447 0.00564689 -0.00327642 -0.0073822 0.00397214 -0.00635249 0.00028695 -0.00853014 0.00684275 -0.000126404 0.00887708 0.00824414 0.0136515 -0.00127064 -0.00227851 -0.000601298 -0.0027064 -0.00768115 0.00222357
internal_weight=0 6300.69 240.142 6060.55 6044 405.458 5638.54 3416.58 2363.24 2221.96 2011.49 118.305 67.6045 1893.18 149.936 1988.38 500.836 210.475 142.163 62.8741 1487.55 173.117 35.9336 255.522 201.652 103.983 60.8066 1819.54 68.3124 6807.35 1053.33 213.875 170.838 839.457 769.022 70.435 43.0368 109.816 86.1018 53.9958 23.714 97.6691 42.3331 6755.93 1413.98 786.565 330.866 276.386 137.607 627.413 397.036 82.8681 197.967 199.068 131.236 54.7391 54.4797 138.779 5341.95 720.999 591.874 361.56 230.315 136.949 129.124 114.616 104.049 54.9742 4620.96 1500.57 259.182 235.001 116.659 118.342 1241.39 296.576 944.81 480.637 464.173 246.413 3120.39 432.988 391.543 302.949 2687.4 328.392 2359.01 395.296 58.878 269.514 1963.71 50.1625 88.5937 122.243 108.072 68.1276 106.358 230.377 58.7422 171.635 40.4286 29.4516 67.8322 98.0317 41.7178 455.699 399.586 312.217 248.056 87.3688 67.0248
internal_count=200829 101475 4156 97319 97205 7623 89582 54414 37268 35168 31344 1696 998 29648 2163 32270 7291 3824 2745 1312 24979 3111 784 5460 4290 3147 1856 28706 1079 99354 17146 4880 3641 12266 10647 1619 1239 1396 1024 834 372 1143 593 97982 19593 11874 4050 3348 1550 7719 4377 952 2193 2184 1429 598 702 1798 78389 13068 10817 6783 4034 2416 2251 1646 1517 806 65321 24197 4333 3961 2177 1784 19864 5200 14664 7009 7655 4406 41124 7685 6677 5376 33439 3759 29680 5792 805 2954 23888 794 1301 1887 2147 1543 1259 3342 968 2374 618 460 755 1348 468 7824 6913 4663 3826 2250 1045
is_linear=0
shrinkage=0.0227381


Tree=474
num_leaves=112
num_cat=0
split_feature=220 220 198 218 183 223 127 229 179 190 133 208 183 195 142 219 151 135 226 165 40 121 119 207 17 54 178 209 176 167 195 177 78 226 123 119 223 210 14 142 142 219 199 222 177 181 149 39 133 149 178 7 181 225 41 144 193 218 144 151 40 122 199 120 219 177 135 227 121 26 189 127 222 41 26 197 127 156 72 190 151 184 31 194 40 216 189 232 17 207 181 42 209 134 123 71 185 216 204 145 40 154 14 162 187 187 219 13 207 46 40
split_gain=6.46448 7.83375 10.5263 8.68093 10.1619 9.56023 9.07333 6.97578 7.69961 6.90814 7.42224 10.1764 7.57963 7.782 7.2252 7.58296 7.35147 6.8914 6.87588 6.83913 7.28813 6.59467 6.4695 7.02243 6.23266 5.9996 6.04853 6.28554 5.80509 12.7642 12.7196 11.9798 10.9868 9.24507 10.0312 8.80016 10.0325 8.96614 8.63537 8.05434 12.5799 7.8944 7.82376 7.40133 7.1268 6.84795 6.67804 6.66703 7.72288 6.50053 6.4503 6.23112 7.58171 6.13136 6.05957 12.6687 12.2415 12 11.5557 12.4776 10.8917 9.40201 8.7665 8.41803 9.76708 7.85285 8.34287 7.70471 9.10403 9.53749 8.45572 7.69277 7.6412 7.31715 7.21227 7.10247 7.48462 6.94302 6.92943 6.8106 8.76604 6.67544 6.56345 6.4145 6.33899 6.28244 6.24398 6.1129 6.05261 6.0048 5.93391 5.75722 5.7277 9.33641 5.67778 5.68628 5.79699 5.56256 5.55473 5.4668 5.44051 5.42507 5.34925 5.23346 8.88411 6.32745 5.19193 5.1583 5.2225 4.9383 4.93045
threshold=-0.025473807007074353 -0.022176256403326985 0.092844712607106764 -0.016358481720089909 -1666.4999999999998 -0.018479578197002407 23844.582451939943 0.0061490195803344258 0.48867937288424274 139.50000000000003 0.25268995789022891 -1.0000000180025095e-35 -1078.4999999999998 8.5222332015810291 -542.89999999999986 0.00073633922147564601 1784.5000000000002 0.072104272655895682 -0.0032252160599455233 0.42206477732793529 0.26986523706306359 0.22299862240233922 1.0000000180025095e-35 -0.0011544487788341937 -634.49999999999989 0.0034500000000000004 0.26393188854489169 -0.034219874069094651 6.5000000000000009 0.13484848484848486 9.3943381180223309 0.17752100840336138 0.30210000000000009 0.00064527598442509781 0.83472141258030919 2.5000000000000004 0.00031094177393242722 -0.045736787840723984 0.019967499999999954 -272.63333333333327 -887.95454545454538 0.016644698567688469 54203.511515151527 0.00030240973865147685 0.13484848484848486 94627.500000000015 -1184.9285714285713 0.30620306391314717 0.18801496688054445 -624.93749999999989 0.43614130434782611 29607.750000000004 114141.46875000001 -0.007808468770235776 0.025900997604095751 -1394.4999999999998 11.500000000000002 -0.014698788523674009 -309.49999999999994 279.50000000000006 0.42483213579372175 0.054414098124188674 93142.704375000016 3.3332853489326699 0.012624426279217007 0.21103238866396765 0.0070921057080045929 -0.0046885989140719167 0.21802945270626947 4.5000000000000009 0.2309625048318516 16049.564878641972 -0.011450455989688633 0.79987406142982265 1.0000000180025095e-35 0.30997045758530606 32666.383454649749 612099.00000000012 0.97785000000000011 37.500000000000007 2203.5000000000005 239378.44500000004 9.5000000000000018 0.037807318467695833 0.68613994771959663 -0.012076178565621374 0.062640134529148003 -0.0050876871682703486 -577.49999999999989 -0.020506394095718857 82263.937500000015 0.13405000000000003 -0.021837542764842507 0.13328135264952762 0.80801285676269685 0.094250000000000014 5980.7748875598099 -0.0056067826226353637 -0.014989949297159908 907.71926529105781 0.64751753545273605 225001.80000000002 0.019967499999999954 0.9573898575414127 23.752551020408166 11.10084745762712 -0.0087968599982559664 4.5000000000000009 0.06324756890535356 0.0041500000000000009 0.21442854894517746
decision_type=2 2 10 2 8 2 2 2 10 10 10 2 8 10 8 2 10 8 2 10 8 10 10 2 2 10 10 2 10 10 8 10 10 2 8 10 2 2 2 10 10 2 8 2 10 10 8 8 10 8 10 10 10 2 10 10 8 2 8 10 10 10 8 2 2 8 8 2 10 2 8 2 2 10 2 8 2 8 8 10 8 8 2 10 8 2 8 2 2 2 10 8 2 8 8 10 8 2 2 8 8 10 2 10 10 10 2 2 2 10 10
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Tree=477
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decision_type=2 10 10 10 2 2 10 2 8 10 2 8 2 10 2 10 2 10 10 10 10 10 10 8 2 10 10 2 2 2 2 2 2 10 10 8 2 2 2 2 10 2 2 2 8 10 2 10 8 8 10 2 10 8 10 10 8 2 10 2 10 10 10 8 10 8 2 10 10 2 2 2 2 8 2 2 2 8 2 10 10 2 8 2 10 2 8 8 10 8 10 10 10 2 2 2 10 2 10 2 2 2 2 2 2 10 2 8 8 10 2
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leaf_count=97 1763 1011 276 274 365 975 246 378 391 587 287 192 605 550 113 86 140 623 1816 503 468 138 123 194 290 104 223 238 213 282 389 91 231 321 255 232 371 151 779 502 190 1769 5248 71 6511 134 393 96 2700 27675 164 108 822 373 343 1262 1192 417 584 294 1189 2026 465 3946 2296 390 513 240 130 493 315 104 434 40065 4747 20671 3764 132 11007 14119 513 748 9865 598 564 1372 1026 1606 122 85 514 2195 148 275 95 2107 167 328 330 191 164 102 310 654 39 99 821 585 780 462 113
internal_value=0 0.00117148 0.00199148 0.007627 0.0122618 -0.000564744 -0.00286503 0.0014077 0.00540481 0.010021 -0.000964066 -0.00569441 -0.00125231 -0.00367354 0.00226767 0.00158331 -0.000488621 0.00606157 0.000377454 0.00234685 0.00424218 0.00657123 0.0146599 0.0156461 0.0170637 -0.000572442 -0.000255589 0.00408612 0.00791935 0.0114472 -0.000339199 0.0186938 -0.00126446 0.000863843 -0.00289406 -0.00379093 0.00258405 0.0107382 0.00477954 0.00699515 -0.00596397 -0.00759668 -0.000388022 -0.00148666 -0.0016833 -0.00416979 -0.000905765 0.0049689 -0.00127259 -0.00089099 0.00915532 0.0212934 0.000825709 0.00698402 0.00269222 0.00296583 0.000875518 -0.00404653 0.00158285 0.003048 0.00837283 0.00044245 0.00463878 0.00310783 0.00379269 0.00877538 0.00247061 0.0125941 -0.00683941 0.0129839 -0.00315465 -7.21565e-05 0.00771721 -0.000128073 0.000203348 0.00137569 -0.000514773 -0.00144934 0.000476921 -0.000117774 0.00582156 -0.000802036 -0.0020893 -0.00604918 0.00169531 -0.00524502 0.00055795 -0.00840494 0.0159949 0.00848215 -0.00481898 -0.000462939 -0.0018677 -0.00646298 0.0201721 -0.00637755 -0.00743654 -0.00673518 -0.00621645 0.013745 0.021936 0.0123776 -0.00945371 -0.00534058 -0.00385048 -0.00772688 -0.000670121 0.00240907 -0.00569914 -0.0110354 -0.00684581
internal_weight=0 2975.88 2020.4 126.179 77.8911 955.473 439.285 516.187 202.71 114.669 88.0415 67.1282 313.477 424.249 92.2775 1894.22 662.042 71.7717 271.871 215.482 182.069 151.551 79.3811 19.3158 69.4337 48.2876 10176.1 184.484 120.099 87.1359 9991.67 40.043 631.704 345.94 177.671 285.764 72.2318 26.0301 168.269 135.901 213.532 182.368 9933.58 2211.09 2178.09 509.914 1668.17 91.7018 1576.47 1505.59 33.0077 14.4741 52.456 58.0823 1232.18 1203.56 540.865 163.351 87.827 377.514 117.779 259.735 662.693 494.674 473.416 168.018 68.7219 99.2964 28.6245 15.0364 64.3849 7722.49 46.6436 7675.84 6142.39 2330.3 3812.09 1533.46 1946.35 3565.13 383.946 1364.27 901.166 246.955 463.1 148.333 77.9892 70.8805 59.7891 18.5235 496.513 123.379 24.3104 56.389 13.7126 169.193 160.102 33.4133 373.134 25.7638 44.8186 30.3379 56.4177 331.971 274.547 118.193 156.354 99.7546 56.5997 57.4241 29.7641
internal_count=201243 40289 24107 1308 730 16182 8352 7830 3319 1555 1764 1477 4511 7613 2410 22799 6501 1860 3906 3253 2422 1954 968 415 845 578 160954 1267 855 642 159687 365 6259 3460 1858 2799 608 237 1602 1281 2191 1959 158943 44090 43346 9684 33662 1610 32052 30375 744 302 1445 744 16298 15825 6964 2263 1001 4701 1483 3218 8861 6707 6242 2154 903 1251 473 739 412 114853 538 114315 95484 36938 58546 18831 31678 54184 5260 16425 10613 4362 5812 1603 1419 1677 404 189 9550 2709 371 653 191 2406 2274 831 6841 580 555 242 1285 5203 4087 1862 2225 1406 819 1116 389
is_linear=0
shrinkage=0.0227381


Tree=478
num_leaves=112
num_cat=0
split_feature=183 5 133 18 198 18 123 171 156 185 143 214 157 8 188 182 165 203 209 62 170 192 198 19 133 203 4 207 170 217 136 183 214 232 183 180 155 181 186 226 12 218 220 231 221 228 211 161 204 152 56 218 198 81 197 18 161 203 195 82 223 54 182 7 87 217 209 221 152 202 188 211 189 233 228 41 41 155 157 232 231 213 123 170 142 231 136 174 15 178 213 207 214 192 152 133 8 220 182 120 127 180 233 222 39 58 149 152 219 89 217
split_gain=7.54403 11.1584 10.8101 10.0864 9.64806 8.13781 10.3726 10.141 9.88362 9.6775 9.30982 9.71279 9.3014 8.8157 8.28108 12.9575 18.6862 8.80791 8.11785 8.11254 7.92578 7.869 7.09938 7.07932 7.02941 6.92064 10.3028 9.98194 8.40303 9.16883 8.15461 8.12036 6.83314 6.73085 6.7209 6.90918 9.89527 9.54313 10.43 11.1981 10.6326 9.5513 7.94216 7.89319 7.4324 7.37777 6.88585 6.75031 8.25734 9.4147 7.99334 6.60431 6.57798 6.44479 6.14254 6.12445 6.1218 6.02158 6.00488 5.89489 5.88955 6.29352 5.85853 5.81211 5.76478 5.67966 5.4419 5.77631 7.67853 5.33014 5.28964 5.16264 5.12692 4.91824 4.89095 4.85907 6.94851 4.85398 4.83466 6.7189 6.01911 4.70166 4.70001 4.58847 4.50164 5.16789 4.47889 4.46519 4.4633 6.34611 5.82887 4.98473 4.42464 4.4616 4.3044 4.2446 4.52086 4.12997 3.8407 4.55264 4.46621 3.81633 3.78312 3.77711 3.62148 3.49851 3.37553 3.35735 3.35669 3.70139 3.31949
threshold=-2783.4999999999995 166725.00000000003 0.28519922914277313 -2899.4999999999995 0.02378132589182929 -4214.4999999999991 0.99999778408012618 216.50000000000003 3804918.7500000005 -4721.335522751895 -2771.4999999999995 0.0099676903337240236 4304999.9250000007 469255.50000000006 0.8451542588866533 -1059.3666666666666 0.36939571150097467 -0.055459199473261826 0.044473148882389076 0.12065000000000002 17.677083333333339 396.76736842105271 0.79654725244428082 16.500000000000004 0.22415837841356237 0.024093325249850753 2.5000000000000004 -0.0079769305884838087 18.861904761904764 -0.015241072513163088 3.2765489354675346 -690.49999999999989 0.015353499446064236 -0.0083241057582199556 -314.49999999999994 17041.725000000002 721794.06900000013 132306.21428571432 10665.967500000002 -0.0042133955284953109 2.5000000000000004 0.015768189914524559 -0.014805636368691919 0.018799348734319214 -0.0036735192406922574 -0.0017123725265264509 -0.046117879450321191 0.5389547245114652 -0.014989949297159908 230038.13035714289 0.029950000000000001 -0.019010633230209347 0.054308888300615275 0.071050000000000016 1.0593275375020064 -4628.4999999999991 0.37457036267353172 0.11988428980112077 22.948496905393458 1.0000000180025095e-35 -0.02239305060356855 0.0013500000000000003 -765.94999999999993 22808.250000000004 4.5000000000000009 0.010751315858215095 -0.052389835938811295 -0.011778093874454497 218673.14250000005 -0.073741160333156572 0.36615870083891333 0.020864857360720638 0.47641299510458396 -0.00092865293845534314 0.0088554141111671942 0.50558277949122454 0.59979187777131682 267569.07000000001 44793.247500000005 0.0016882978961803021 -0.0034727696329355236 0.042608121410012252 0.92661041270271238 15.02777777777778 -464.95689655172407 -0.014263512101024388 0.59208701085864279 10.500000000000002 -22191.499999999996 0.28388278388278393 -0.008623840752989052 -0.0031916855368763204 0.012250435538589956 0.37573529411764711 799463.37455357157 0.22571650414290839 454972.50000000006 -0.0031750986818224187 -2772.4999999999995 1.6666548822383955 30462.591478315255 9767.853000000001 0.0026211922522634272 0.0029782189521938567 0.26576804541823407 0.97840000000000005 -307.96666666666664 99603.264375000013 -0.024537000805139538 3.5000000000000004 -0.023249170742928978
decision_type=8 2 8 2 10 2 10 10 10 8 10 2 10 10 10 10 10 2 2 8 8 10 10 10 8 2 2 2 10 2 10 10 2 2 10 8 10 8 10 2 2 2 2 2 2 2 2 10 2 10 8 2 10 10 10 2 8 2 10 8 2 10 8 10 2 2 2 2 8 2 8 2 10 2 2 8 10 8 8 2 2 2 10 8 10 2 10 10 2 10 2 2 2 8 8 8 10 2 10 2 2 10 2 2 8 10 8 8 2 10 2
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Tree=480
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decision_type=8 8 10 10 10 10 8 10 8 2 8 10 8 10 10 10 2 8 2 10 2 8 2 2 10 8 2 8 8 2 10 8 10 10 2 2 10 2 10 2 2 10 2 2 2 10 10 8 8 2 2 10 8 8 10 8 10 10 10 10 10 8 2 10 2 8 2 10 10 10 10 2 2 8 10 2 8 2 2 10 2 2 2 8 2 8 10 2 2 2 2 2 2 2 10 10 2 10 2 2 10 10 2 8 2 8 10 10 10 2 10
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Tree=481
num_leaves=112
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decision_type=10 8 2 2 10 8 8 2 2 10 10 10 8 2 8 8 10 8 10 2 2 10 2 10 10 2 10 10 2 2 2 2 10 10 2 2 10 8 10 8 2 2 2 10 2 10 2 10 10 2 2 2 8 10 2 10 10 8 2 2 2 8 8 10 10 2 2 2 10 2 8 2 8 10 2 2 2 10 8 10 10 8 10 8 2 2 10 2 10 10 8 8 10 2 10 2 10 8 2 2 8 2 10 10 8 10 8 2 2 8 10
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leaf_count=268 341 299 1829 1880 856 7087 4010 217 69 354 234 623 1049 936 1185 262 1335 225 1377 481 314 713 1213 763 553 2283 451 1532 924 225 325 305 1150 86 590 197 754 3538 1339 5378 3003 351 174 5360 4137 664 3175 203 2038 8092 832 464 189 601 283 430 420 201 343 921 1919 243 1533 7837 184 173 3020 579 209 2608 1586 2851 11549 1226 2912 333 309 304 1012 591 920 1727 196 838 465 981 2305 2535 382 2205 1975 15605 131 15596 312 13450 1890 4916 1642 507 641 275 632 2660 492 357 554 1496 3202 1402 277
internal_value=0 0.000820486 -1.25511e-05 -0.00148828 -0.00362679 -0.00492411 0.00055298 -0.00619579 0.00266878 0.00858439 -0.000983701 0.00343416 0.0050528 0.00243828 -0.00123686 0.00225327 0.00506334 0.00156986 0.00326894 -0.000242497 0.00446471 0.0021342 0.00271139 0.000356223 -0.00176799 0.00194262 0.00914211 -0.000172192 0.00286416 0.00960927 0.00764021 0.010104 0.0125204 0.0165711 0.002702 0.00866954 0.00173409 0.00409098 -0.00124512 -0.00367613 0.000882193 0.00145219 0.00205479 0.000211935 -0.000732561 0.00181324 0.00354649 0.0128113 0.00297601 0.00366771 -0.00338636 -0.00214472 -0.0061887 0.000653123 0.0184041 0.00278765 -0.00275273 0.00603933 -0.000270683 -0.000850751 0.000486532 0.000933396 -0.00194325 0.00153182 6.29083e-05 0.0083934 0.00272229 0.000303724 0.00848183 -0.00362274 -0.00460446 -0.000496527 -0.00202259 0.00208128 0.00354886 0.000749847 0.00969648 -0.000957023 -0.00302863 -0.000507809 0.00408161 0.00459593 0.000122687 -0.0040637 0.000807996 -0.000891201 0.000508036 -0.000633531 0.000536942 0.00436328 -0.000672239 -0.000318117 0.0108184 -0.00153159 -0.00114279 -0.00136316 -0.00528138 -0.00753815 0.00563501 0.0118781 -0.00270459 0.00229997 -0.000385885 -0.000679978 -0.00201924 0.0055018 0.00629473 -0.000752052 0.0012799 -1.2173e-05 -0.00448833
internal_weight=0 5137.87 3254.3 1226.2 595.573 505.331 630.624 434.194 71.1372 40.8559 475.098 90.2422 155.527 200.804 120.913 1883.57 357.691 1525.88 783.985 741.893 177.527 674.722 296.341 127.239 564.365 191.606 57.5202 192.195 132.088 109.262 104.146 87.7715 76.1876 53.0569 649.07 81.0351 568.035 315.35 252.685 372.759 2028.11 1710.48 1499.93 675.382 610.513 312.986 824.545 37.1241 787.421 729.411 297.528 317.623 125.625 191.998 27.2371 163.561 210.555 31.6604 8004.37 4531.75 3472.61 3138.02 537.054 2600.96 1168.37 65.9479 1432.59 519.246 59.512 334.597 314.814 1102.43 693.642 408.783 341.756 314.618 38.4807 4506.93 794.341 3712.59 913.345 862.944 164.48 666.849 133.926 459.734 378.652 3670.7 1595.14 284.911 164.382 1310.23 120.529 2075.56 1939.42 1907.32 532.923 308.339 698.464 55.987 104.094 127.492 142.552 1268.77 224.584 91.528 56.0092 276.138 210.687 125.775 71.2295
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is_linear=0
shrinkage=0.0227381


Tree=482
num_leaves=112
num_cat=0
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split_gain=6.77684 17.1901 12.4637 11.9369 11.4041 11.3691 10.7195 9.87363 9.33689 10.0303 9.05687 13.6327 8.67348 8.59508 9.62189 8.52984 8.51487 8.53143 9.56961 8.40954 8.20984 8.77259 8.0092 11.7123 8.19589 9.30959 7.8805 8.63377 7.78052 7.62054 7.57598 8.53031 8.66468 8.52086 8.25905 8.77858 12.4823 8.64326 7.98376 10.2839 9.63115 9.49114 8.48758 8.22871 7.52791 10.0874 9.63584 9.36594 7.45997 7.67268 7.45398 7.41159 7.35592 7.31845 7.16306 10.7575 8.04873 7.16239 7.07523 7.05067 12.4256 8.48566 6.96687 7.26644 8.25283 6.94406 10.4523 10.6517 12.9338 7.31701 7.27759 7.0559 7.19367 6.89817 8.74227 8.18748 6.89182 8.29778 6.8595 7.09017 6.89999 6.8386 6.74922 6.74339 6.74364 6.65918 6.65029 6.53365 6.52947 6.49389 6.813 9.18772 8.11658 6.36399 6.36311 6.26463 6.15828 6.04712 5.98044 5.7548 5.72572 5.61963 5.60295 5.5544 5.52947 5.5009 5.44809 5.38149 5.33164 5.29385 5.26332
threshold=675191.25000000012 699750.00000000012 652648.50000000012 0.054798243120887817 451282.50000000006 0.079999348153503402 0.015021496918052437 -0.028383582830429074 2509913.2500000005 1908949.5000000002 1.0000000180025095e-35 -11119.499999999998 0.041291926056146629 24515.364375000005 0.0031588415149599318 0.30770033980538108 0.043223190521754211 0.007282721111550928 0.53065699964196222 -0.038446888327598565 0.00030833375058136886 9.5000000000000018 0.079203676525648262 0.092722347604156083 0.05456956967255238 0.51169630642954866 -0.0034492647973820563 0.013775784056633713 -4403.4999999999991 -254.49999999999997 0.096975658088922514 0.27042925278219404 2383533.0000000005 0.0093370294198393839 9.5043859649122826 -364.49999999999994 47999.250000000007 3.8576828998025179 6.5000000000000009 0.10119065277853136 2011857.7500000002 0.074050000000000019 0.19790000000000005 1278319.5000000002 -0.017474857158958908 -0.022374399937689301 0.032420855534539571 40440.526071428576 25.522774327122157 -0.025953976437449452 0.11065000000000001 1.0000000180025095e-35 5.7553287981859418 0.26320022057246112 5194.4568750000008 -0.0027193328132852908 -0.032935678958892815 409562.4825000001 -0.015800944529473778 -0.012542600277811287 -1280.4999999999998 -0.021886709146201607 4.5000000000000009 -0.010981404688209294 7.6267857142857158 0.032278746366500861 -0.0089932391420006735 12141.727514557826 486.8554231278066 0.031503420323133476 0.21264242253893537 0.17195900537634412 201327.75000000003 208030.87500000003 12.500000000000002 -10893.499999999998 0.01315139187499881 23.500000000000004 -0.00085282491636462499 3.5000000000000004 0.031036378815770153 0.96095480677920297 -0.033542606979608529 0.11324786324786326 810518.56071428594 -0.012752036564052103 -1796.7735042735042 -449.49999999999994 0.92001970891745999 -0.027402491308748719 461.89460076345955 23.994897959183678 17.500000000000004 0.060626419672619523 -0.020158153958618637 0.011416353285312654 0.55210000000000015 1.0363871967898921 20306.250000000004 0.024889431098789199 0.24621125143513206 0.036062270561114919 -0.0043576250318437806 0.070650000000000004 0.016781150363385681 0.03986706584692002 375540.75000000006 668.26416929996151 0.25320000000000004 0.022175046615302566 -2337.4999999999995
decision_type=10 10 2 8 10 8 2 2 10 10 2 2 2 10 2 10 8 2 8 2 2 8 10 10 8 8 2 2 2 10 2 8 10 2 8 8 10 8 8 8 10 10 10 2 2 2 10 8 10 2 10 2 8 10 8 2 2 10 2 2 10 2 8 2 8 2 2 2 10 2 8 8 10 10 10 2 2 8 2 2 2 8 2 8 8 2 8 10 10 2 8 10 8 10 2 2 8 10 10 8 8 10 2 8 2 2 8 8 10 2 10
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Tree=485
num_leaves=85
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split_gain=6.26917 6.23545 8.1041 6.30287 7.50163 9.73867 9.18589 8.31224 8.27727 8.02166 6.3906 5.47798 10.8098 10.5552 17.5021 14.0446 15.5515 9.77068 12.302 9.79112 9.12253 11.0061 9.58332 9.08701 8.37067 6.88735 8.85614 7.32545 6.85028 6.67048 11.5445 14.5572 18.2313 12.358 10.9289 10.3872 10.2393 9.23275 10.053 9.51926 8.61656 8.21283 12.3289 11.5346 7.93119 7.33423 7.21169 7.18047 6.97517 6.25798 6.2075 7.72577 12.4867 6.84105 8.50953 6.06089 9.53732 7.30817 5.91046 5.79921 5.25098 5.22077 5.17082 4.55112 4.93485 4.32472 4.84203 4.00411 3.9594 3.71901 3.6958 3.25511 3.01582 2.99984 2.80649 2.78622 2.7687 2.73002 2.43059 2.3819 1.55515 1.15787 0.885594 0.716787
threshold=6.5000000000000009 2.5000000000000004 0.0063282295595854529 0.007106895830417838 -0.038105141371488564 -1280.4999999999998 0.41285898033565976 0.0069869298022240409 0.2987475104397182 0.013697927352041008 0.28366462381473784 0.060336283601662204 1.0000000180025095e-35 550989.69750000013 0.080648755211218032 -1028.9499999999998 297.50000000000006 -0.00041320061427541072 0.34062573808749103 -446.49999999999994 0.018825500000000002 -0.0044908523559570304 -0.00024489946372341359 0.21858212886407982 0.018629116937518123 11.308257918552039 0.055650000000000005 54013.500000000007 -1066.4999999999998 10127.250000000002 0.42206477732793529 17398.973161764708 -0.042982008308172219 -718.70833333333314 -0.019100025296211239 16575.750000000004 1791321.7500000002 0.023809316568076614 -0.061631524935364716 -1.0000000180025095e-35 0.017701218836009506 96722.437500000015 188833.50000000003 126150.00000000001 0.066498339176177992 1.2008771929824562 41755.289355509485 9832.355625000002 -0.064948670566081987 -0.011525207199156283 0.0031549209961667661 0.0031079087639227514 26.500000000000004 48645.375000000007 -0.013733938802033661 110377.39772727275 133365.37500000003 0.024650000000000002 0.0038154999999999504 -688.49999999999989 0.56385869565217395 0.023350000000000006 117065.25000000001 0.013453288935124876 0.023147916421294216 0.030515601858496669 84508.020148026335 188230.80750000002 3.5000000000000004 1836966.8700000003 -0.014849022496491669 14249.250000000002 27.924501424501429 900002.25000000012 0.0063071406912058601 397.52199799367901 0.13610002346156361 0.0032852852018550043 26.255434782608699 -0.0013400366879068313 9.0838353413654627 687.21505607251686 6.5000000000000009 -0.018389258533716198
decision_type=10 10 2 8 2 10 10 2 10 2 10 8 10 10 10 10 8 2 8 10 2 2 2 2 2 10 8 2 10 8 10 10 2 8 2 10 10 2 2 2 2 10 2 10 2 10 2 8 2 2 2 2 8 10 2 8 8 8 2 2 10 8 2 2 2 2 8 8 10 8 2 10 8 8 2 8 10 2 8 2 10 8 8 2
left_child=1 3 68 4 73 8 7 74 61 10 67 12 13 17 15 23 -17 20 19 -19 22 -22 -5 -15 -20 26 28 -28 76 30 31 32 45 -34 82 36 37 39 -39 -31 -36 46 44 -44 -43 -13 47 -37 -32 -48 53 52 -52 62 -55 57 -57 -38 -29 -53 70 -6 -27 78 -65 66 -63 -8 77 -4 -2 81 -73 75 79 -1 -14 -3 -50 -7 -30 -16 -33 -72
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leaf_weight=5.2455846671946409 3.8501688046380904 8.4779880195856148 10.160917972214522 204.71334570646286 5.1428058249875894 12.692727617919445 33.343314414843917 17.558568093925714 5.1571028418838969 7.820243038237094 6.6559894513338795 7.9571787733584634 4.3719956991262761 144.94330973364413 2.0584756233729413 59.465201859362423 171.52717339992523 289.33685183525085 250.06410646438599 207.21243362338282 126.00744414329529 259.26574647426605 212.8865482211113 38.538459905423224 64.601204395294189 12.645212754607202 3.6557286377064875 5.2746212240308514 6.6084453284274769 536.30843000113964 8.9247030876576883 5.2097179312258932 164.30885386606678 401.28021202934906 54.584943767637014 1854.8025053082965 17.184150208719075 55.867083147168159 165.82865576446056 526.48713503591716 16.305375976487994 1782.2237970624119 1167.7548920041882 213.17107045790181 57.53550660610199 63.554400665685534 24.095773019827902 2746.7367509445176 7.9846003586426368 50.574479981325567 21.324576373212039 38.756289331242442 34.390904326923192 24.254991549998522 101.00321549922228 25.484817462507635 177.4208651012741 118.54022289346904 147.91440934641287 4.0116294790059319 9.1298226211220008 10.881502615287898 18.832406092435122 10.388875979930164 14.794581186026333 4.2692116210237137 24.000747533980757 19.76414370816201 9.0168858626857382 7.5557732181623569 3.3023906806483891 30.227913193870336 3.0247968444600692 7.6920356643386176 14.16584751754999 14.788702781312166 8.6491202586330456 8.7901892168447358 46.598882625345141 12.605461223749444 4.5824801726266742 2.361946102231741 4.8442419804632673 19.764382464112714
leaf_count=78 79 85 131 3792 125 93 740 117 126 156 147 111 82 3625 80 1389 3448 4012 7053 3172 2828 5464 3950 1326 1778 208 85 101 113 7562 100 102 3797 5210 888 22149 308 1051 1943 7681 255 21285 17164 3630 821 935 389 39863 89 953 435 932 790 657 2596 447 2814 2216 3514 85 152 215 342 101 169 126 479 492 90 69 82 1014 129 121 96 279 306 98 536 80 108 89 90 507
internal_value=0 0.000142835 0.00795596 0.000111223 0.00401502 0.0057661 0.00202901 0.00816335 0.0134872 -0.00348387 -0.0065968 4.71738e-05 0.000999726 0.00168647 0.00472355 0.00610418 0.00973346 0.000815179 -0.000940871 0.0012868 0.00258065 0.00506321 0.000234313 0.00130392 -0.00439693 -0.00222246 -0.00550461 -0.00746353 0.00581535 -0.0001843 0.00178988 0.0027583 0.00152947 9.01487e-05 0.0113545 -0.000353059 -0.00200461 -0.00106015 0.00308146 -0.00194188 0.0143508 -1.1788e-05 0.000870475 -0.000750903 0.00208532 0.0116815 -0.00061992 -0.000738626 -0.0056012 0.00601612 0.000209452 0.00446809 0.00949089 -0.0025596 -0.00491913 -0.00547217 -0.00279213 -0.00907367 -0.00845364 -0.00256861 -0.00839242 0.0164392 0.00587041 -0.00783301 0.000254667 0.0188295 0.0209872 -0.00927755 0.0144154 -0.0032061 -0.0125338 -0.00877745 -0.0109669 -0.00574039 0.0131529 -0.00938979 -0.00452341 0.0189479 -0.0110914 0.0168274 0.0145837 0.00405749 -0.00664821 -0.0152599
internal_weight=0 13075 44.0018 13031 201.784 174.058 124.606 57.0226 49.4514 67.5837 59.7634 12829.3 2502.51 2066.23 452.147 414.474 230.992 1614.09 811.215 496.549 802.873 385.273 417.6 183.482 314.665 436.276 181.057 156.845 24.212 10326.8 806.737 718.045 637.101 565.589 80.9443 9520.02 1623.12 1284.49 221.696 1062.8 70.8903 7896.89 3220.69 1380.93 1839.76 71.5116 4676.21 4601.54 88.6916 74.6703 255.219 98.4834 55.7155 156.736 125.258 338.63 202.906 135.724 153.189 42.7679 36.0468 44.2943 31.4776 79.7669 25.1835 39.1515 34.8823 53.1075 26.2851 17.7167 26.9169 37.6731 33.2527 27.7263 39.464 20.0343 13.0211 17.2682 54.5835 25.2982 11.1909 4.42042 10.054 23.0668
internal_count=200925 200105 473 199632 3470 2992 1921 386 1071 1535 1379 196162 53503 43149 11100 9788 4837 32049 16015 7184 16034 8292 7742 4951 8831 10354 4309 3700 609 142659 12383 11388 10053 9007 1335 130276 24022 18237 2994 15243 1143 106254 42900 20794 22106 1046 63354 62012 995 1342 6045 2242 1225 3803 3253 5785 3261 2524 3615 1017 820 945 550 895 270 820 694 1232 273 200 668 1312 1143 478 269 357 388 183 625 173 221 169 192 589
is_linear=0
shrinkage=0.0227381


Tree=486
num_leaves=112
num_cat=0
split_feature=22 128 182 205 215 66 138 213 215 156 149 93 233 15 130 229 188 180 136 42 182 41 215 68 217 29 179 219 212 19 127 196 196 222 179 128 184 154 154 205 219 133 211 145 14 219 134 191 145 48 166 232 14 14 210 179 154 39 128 182 217 8 41 219 185 19 199 228 215 203 190 167 133 165 217 181 154 127 213 134 202 217 19 67 212 86 90 75 202 16 182 46 15 127 93 212 93 217 30 217 205 176 13 120 168 226 6 223 93 211 48
split_gain=7.35714 8.99236 9.91399 8.79526 10.1498 8.39676 9.10623 9.26297 9.89257 9.88351 9.15324 8.75818 8.41548 8.3173 8.48226 8.26496 10.1498 9.88719 10.0129 8.40082 7.93345 7.84675 7.76744 8.71628 11.2349 8.46216 8.03634 7.60748 9.79308 7.46253 7.36695 8.65376 8.34582 8.93438 7.42691 7.14944 7.1488 7.13841 10.4622 7.12465 7.09522 7.03361 10.8629 6.98533 6.9658 6.88766 7.21944 9.85453 6.65053 7.83411 6.96924 6.63377 7.04557 7.3106 6.87971 8.23071 7.90268 6.7014 6.87812 9.17425 6.46187 11.2911 7.44884 6.37138 6.3648 6.28224 8.25111 6.13592 6.10184 6.94503 7.02763 6.05131 6.05085 6.00512 5.95018 6.11272 5.94248 5.9251 5.92306 10.0161 7.26143 6.2488 5.92213 5.8172 5.74062 5.71084 5.66686 14.7098 9.40583 5.61618 5.57355 5.54053 5.53072 5.42963 7.58691 5.85129 5.41324 6.39783 5.3302 5.27057 5.16489 5.15768 5.10842 4.90628 4.74517 4.74316 5.35522 4.70519 4.65365 4.93964 4.51253
threshold=1.0000000180025095e-35 47269.500000000007 -140.93749999999997 0.063684064894914641 0.00091271623387001466 0.022500000000000003 2.5000000000000004 0.019193199463188652 -0.02889287285506725 44866.890000000007 -92.477272727272705 -10.499999999999998 -0.017959473654627797 -24306.499999999996 0.65720848726359471 -0.015999892726540562 0.53065699964196222 7778.322000000001 1.7274422625571721 0.012450000000000001 -1208.9374999999998 0.40923071315095516 -0.018228561617434021 1.0000000180025095e-35 0.012191683985292913 2.5000000000000004 0.97387539088648878 0.00092117901658639323 0.0079928515478968638 9.5000000000000018 2704.176305534083 0.36504357056289882 0.7458297524612395 0.013308162800967695 0.70058093453144399 89019.750000000015 213300.75000000003 617410.26000000013 1937271.4650000001 0.049134254455566413 -0.0047948502469807855 0.055804698682744881 0.020173829048871997 466.13512882346021 0.0092545000000000023 0.018656072206795219 0.12810569067181801 8.5000000000000018 379.59386921900369 0.10275000000000002 4.5000000000000009 0.013321555685251953 0.0069360000000000003 0.0038154999999999504 -0.02853739075362682 0.48261367514845854 192695.69250000003 0.13153348992163741 48060.000000000007 -634.46428571428567 0.010036811698228123 915432.75000000012 0.59458689476210347 0.0027892062207683925 2780.9348684210527 12.500000000000002 246040.63780959754 -0.0068090008571743956 -0.0093059698119759542 0.034851770848035819 28.500000000000004 2.1715686274509807 0.1464155563536583 0.28759398496240607 0.028152165934443477 45778.950000000004 432002.25000000006 23611.477635868378 0.021566196344792846 0.37412356266059554 -0.059195067733526223 -0.0060141100548207751 9.5000000000000018 0.061950000000000005 0.015659162774682048 0.056250000000000008 1.0000000180025095e-35 0.73000000000000009 -0.094436675310134874 -584.49999999999989 -720.95454545454538 0.031950000000000006 -15810.499999999998 7243.4157853472088 -1517.4999999999998 0.0057907113805413255 -40.499999999999993 -0.024858013726770874 4.5000000000000009 -0.0017089154571294782 0.021737650968134407 11.500000000000002 4.5000000000000009 5.7142524567333339 1.5000000000000002 0.0088920816779136675 199116.00000000003 0.0043636518530547628 -1753.4999999999998 -0.0037426394410431381 0.070200000000000026
decision_type=2 10 10 2 2 8 2 2 2 8 10 10 2 2 10 2 10 8 10 8 10 10 2 10 2 2 8 2 2 10 2 10 10 2 8 10 8 8 10 2 2 10 2 8 2 2 8 8 8 10 10 2 2 2 2 10 8 8 10 8 2 8 8 2 10 10 10 2 2 2 10 10 10 8 2 8 8 2 2 10 2 2 8 8 2 8 8 8 2 2 10 8 2 2 10 2 10 2 2 2 2 10 2 2 8 2 2 2 10 2 8
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is_linear=0
shrinkage=0.0227381


Tree=489
num_leaves=95
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Tree=493
num_leaves=112
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split_gain=6.71432 9.13955 8.89786 8.90077 8.82849 8.32021 12.0539 9.7077 9.34043 7.73053 7.59657 8.50964 7.5849 8.18649 9.23793 7.97445 7.65019 7.58045 7.4873 7.01077 7.5217 6.95446 6.93207 8.70169 6.93034 9.48656 7.44404 10.7986 7.00134 6.91512 7.15838 6.79638 6.68158 6.36598 6.36593 6.76431 6.67383 6.33501 6.44165 13.0546 6.60382 6.28101 6.26316 6.16674 8.23227 7.36309 6.26179 6.13645 6.10754 6.05162 8.82787 9.15889 8.16236 7.39492 5.91273 5.84766 5.81839 6.29891 5.77327 13.3869 10.9861 10.6379 9.9053 11.0971 12.4791 10.2739 14.2762 11.2787 10.3497 9.52422 9.12873 8.86615 7.87877 9.58052 9.03946 9.37935 7.86891 7.47224 7.44755 7.16809 12.0916 10.5722 9.5331 8.91405 8.86132 8.83958 8.75574 6.95316 7.46498 6.83308 11.8926 9.31888 6.75771 6.6882 8.30826 7.36129 6.84271 6.83085 6.58843 6.55573 6.37537 6.58041 6.34617 6.04914 5.89444 5.81248 5.70767 6.50186 5.63481 5.5715 5.57949
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decision_type=2 10 2 10 2 10 2 8 10 10 8 10 10 10 8 10 10 2 2 2 8 10 2 10 2 2 10 10 8 2 2 10 2 8 10 2 2 10 2 10 2 2 2 10 2 8 8 8 10 8 2 2 8 2 2 8 8 8 2 2 10 10 2 10 10 8 10 2 8 2 10 2 10 10 2 2 10 2 2 2 10 2 8 10 8 2 10 2 8 10 8 2 2 2 10 10 10 8 2 10 2 8 2 2 2 10 10 10 10 8 10
left_child=21 4 48 24 5 7 8 31 9 -7 11 -8 13 14 -6 16 22 -9 -11 -13 -21 58 23 -15 49 26 27 28 -26 30 55 37 -23 -20 35 41 -37 38 39 -2 -40 -19 -24 44 -16 -46 -45 -18 -3 -4 52 -52 -51 -54 106 -14 57 -34 62 60 76 92 93 64 65 67 69 -64 -69 -67 78 -61 73 105 75 -74 77 89 99 86 83 82 -82 84 -81 -83 87 88 -73 91 -91 -60 -62 95 -95 -1 -96 -97 -75 -66 103 -102 -68 -88 -100 -65 107 -12 -53 -33 -111
right_child=1 2 3 -5 12 6 10 17 -10 18 54 19 29 15 43 -17 47 34 33 20 -22 32 42 -25 25 -27 -28 -29 -30 -31 -32 109 56 -35 -36 36 -38 -39 40 -41 -42 -43 -44 46 45 -47 -48 -49 -50 50 51 108 53 -55 -56 -57 -58 -59 59 71 61 -63 63 72 70 66 102 68 -70 -71 -72 79 74 98 -76 -77 -78 -79 -80 80 81 85 -84 -85 -86 -87 100 -89 -90 90 -92 -93 -94 94 96 97 -98 -99 104 -101 101 -103 -104 -105 -106 -107 -108 -109 -110 110 -112
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leaf_count=1079 314 711 611 645 485 591 659 160 311 238 1252 381 360 948 981 149 132 628 821 241 376 108 1938 335 252 523 279 578 667 1433 517 129 256 508 136 389 423 368 72 300 1006 220 626 132 926 1145 121 370 221 200 1074 282 365 576 185 101 2684 248 30385 1021 185 213 582 147 1534 8501 3422 1053 889 5195 300 579 1009 674 486 437 299 955 252 3860 1872 1572 2982 152 1797 1180 459 742 1883 8339 5178 26661 2656 6165 348 228 420 608 6074 128 649 24325 7926 1961 1461 338 107 87 103 634 109
internal_value=0 0.00118803 0.00430874 0.00562052 0.00055956 -0.000991219 0.00114922 -0.00302075 0.00526319 0.00273777 -0.00193142 0.00148885 0.00200824 0.00264009 0.00036199 0.00460019 0.0051612 -0.00606899 0.00584427 0.00549674 0.0100454 -0.000138336 0.00619961 0.00188637 0.00691276 0.0114375 0.01465 0.0172616 0.0082499 -0.00377691 0.00332061 0.000218621 -0.00497672 0.00820009 -0.007262 -0.00854823 -0.00397158 -0.00228139 -0.00420746 0.00217966 -0.00748479 -0.012533 0.00817276 0.00160324 0.000689885 0.00303937 0.0105385 -0.00229771 -0.00399974 0.00410637 0.00112039 -0.00386635 0.00725056 0.0106546 -0.00590362 0.0110096 -0.00620367 0.00308947 -6.87779e-05 0.000229845 -0.000442609 -0.00610909 -0.00101561 -0.000587526 0.000308597 -0.00030725 -0.000849757 0.00573763 0.00916146 0.000568201 0.00622881 0.00151099 -0.00332931 -0.00459022 0.00217032 0.0058742 -0.000251985 -0.000325167 0.00816825 0.00171064 0.0037418 0.00716146 0.0104852 0.00100912 0.000133239 0.00151764 0.00103022 -0.0031551 -0.000757458 -0.000224185 -0.00193149 0.000187321 -0.00764315 -0.00576902 -0.00781957 0.00201546 0.00463965 0.0111731 -0.00549841 0.0100169 0.00155586 0.00198499 -0.00435176 -0.00261469 -0.00632639 0.0063028 -0.00776959 -0.00943446 0.00725272 0.00557661 0.00801798
internal_weight=0 2411.29 395.76 344.199 2015.53 974.772 476.238 498.534 201.311 168.737 274.927 150.614 1040.76 942.496 440.601 501.896 486.25 252.976 117.125 94.1253 56.4075 10683.9 428.103 139.652 305.39 106.781 84.3199 71.206 46.5852 98.2641 38.4458 245.559 142.821 99.5997 232.017 206.643 104.171 170.8 143.801 49.7408 94.0607 102.473 288.451 389.742 362.002 244.556 27.7404 58.1468 51.561 198.609 132.82 74.9913 57.8288 49.5058 124.312 19.3628 137.172 24.0942 10541.1 8018.62 5262.19 162.572 2522.5 2322.96 1756.5 1598.38 1473.52 124.853 98.0999 1053.97 158.119 2756.43 566.464 461.97 104.494 79.3096 5099.62 5073.6 140.554 2696.96 667.046 290.09 177.929 376.956 362.461 112.161 2029.92 221.695 169.826 5015.44 967.911 4047.52 154.343 199.539 157.906 41.6328 19.0887 16.2211 430.349 124.082 1808.22 1643.61 419.551 164.611 395.855 31.621 108.372 98.1368 20.217 74.7582 64.4704
internal_count=200888 28431 7087 6155 21344 10645 5757 4888 2469 2158 3288 1657 10699 8288 3790 4498 4349 1956 1567 998 617 172457 3847 1283 5510 2299 1776 1497 919 2411 978 2932 3296 1329 1796 1660 812 2060 1692 614 1078 848 2564 3305 3052 2071 253 502 932 3211 2600 1459 1141 941 1631 461 3188 504 169161 119905 74871 3054 49256 40408 29782 27568 25044 2524 1942 13696 2214 45034 10626 8694 1932 1446 71817 71518 1914 44013 13415 7606 4854 5809 5657 2752 30598 3204 2462 70563 13517 57046 2841 8848 6933 1915 768 836 8209 1662 27394 24974 11348 2420 7535 485 1446 1339 385 872 743
is_linear=0
shrinkage=0.0227381


Tree=494
num_leaves=112
num_cat=0
split_feature=123 169 144 195 119 177 227 216 38 206 120 180 149 141 210 123 149 190 227 227 227 144 216 15 79 55 6 210 15 224 206 227 226 18 208 155 190 123 39 227 181 79 117 141 57 211 204 190 169 230 216 125 210 179 121 206 130 210 120 124 204 179 206 210 233 152 179 69 227 196 155 151 143 180 54 134 78 142 195 177 221 130 227 157 221 193 30 170 226 38 155 209 221 149 142 7 181 141 195 1 209 8 226 230 199 206 40 121 228 60 219
split_gain=7.56378 11.2721 9.15085 10.4484 8.7069 9.8213 8.78338 8.41177 8.00282 12.4731 12.4361 12.8632 11.3011 13.5611 10.0935 10.2237 9.22344 9.13653 8.81641 8.80726 12.695 12.0373 10.816 9.22934 9.2156 8.88037 8.75723 8.69147 8.64488 10.1114 9.48821 8.56662 8.51556 9.01361 8.40294 8.38289 9.25185 9.22197 9.33781 8.37912 8.31866 9.11008 8.2089 8.13073 9.32684 8.03084 8.02333 7.99898 7.89635 11.9667 8.0709 9.6346 8.53946 7.88035 7.87475 9.02035 7.85044 8.25715 9.4741 7.74536 9.06735 7.57263 7.5706 7.4092 14.3995 8.74524 7.34783 7.87428 7.3249 9.64961 7.97775 7.29826 9.98283 7.28518 7.2828 7.18539 7.18378 7.18135 7.14825 7.09804 7.07237 9.0034 11.0585 7.5114 7.07036 7.02038 6.92629 6.89607 6.86937 7.84058 6.85171 6.84254 6.70021 6.67643 6.89009 7.52365 6.6502 7.52273 8.02966 7.60894 7.37511 7.11985 6.6105 6.60632 6.58336 6.46233 6.33331 6.29088 6.24882 6.23078 7.30559
threshold=0.99999851894022751 0.021349148916712728 -150.49999999999997 30.00434782608696 3.5000000000000004 0.58477011494252884 0.0027082316810265188 -0.0049722634721547357 7.5000000000000009 0.049434332177042968 2.116433061562049 7778.322000000001 849.69047619047626 0.55014740329236878 -0.034514412283897393 0.83472330712533782 -723.47727272727263 3.5000000000000004 -0.016970778815448281 -0.0088619082234799845 -0.0095071746036410314 -221.49999999999997 0.050357930362224586 -18864.499999999996 0.088250000000000009 0.020850000000000004 157275.00000000003 -0.028115721419453617 -9870.4999999999982 -0.017658725380897519 0.0028813154203817253 0.014841591473668815 0.016453757882118229 -3298.4999999999995 -0.029389445669949051 85970.719500000021 63.500000000000007 0.80800790404261658 0.49304878162534632 -0.010512216947972773 75878.437500000015 0.013450000000000002 1.0000000180025095e-35 0.19156191431038017 0.16055000000000003 0.010654344689100982 0.052202215418219573 13.500000000000002 0.032384980417211336 0.0084098209626972693 -0.027887544594705101 2.0629705681040389 0.0083130425773561018 1.0626606892549895 0.32629697873279745 -0.0055221894290298215 0.45036853721737319 -0.039258351549506181 5.5555155467046191 59.598904859685156 -0.010674707125872372 0.97528314951932205 0.0069739387836307296 0.028797161765396598 0.0080484068021178263 55626.98750000001 0.88327278134131249 0.081050000000000025 0.019692854024469856 0.28874197261172224 131698.85700000002 -67.499999999999986 -897.49999999999989 19448.996062500006 0.0065000000000000014 0.43189341738165515 0.51040000000000008 -1149.973684210526 23.826836581709149 0.40312500000000007 -0.0051081678830087176 0.56064568336053766 -0.0021824812283739443 736818.75000000012 -0.021695069968700405 6.5000000000000009 1.0000000180025095e-35 15.519230769230772 0.017024410888552669 40.500000000000007 21845.697750000003 -0.012376845348626373 0.0041370075196027764 942.58333333333337 -964.96153846153834 24905.250000000004 267216.38437500008 0.46273738690170901 14.231663685152059 1.0000000180025095e-35 -0.045631721615791314 675191.25000000012 0.021556905470788482 -0.019047553651034829 7887.7495923913057 0.042553741484880454 0.4023176260513846 0.14999936363906949 -0.0062664665747433892 0.0076500000000000014 -0.018795057199895378
decision_type=10 10 10 10 8 8 2 2 2 2 2 8 8 2 2 10 8 8 2 2 2 8 2 2 10 8 2 2 2 2 2 2 2 2 2 10 10 10 10 2 8 8 10 2 10 2 2 10 10 2 2 2 2 8 10 2 10 2 2 2 2 10 2 2 2 10 10 10 2 8 10 10 10 10 8 10 8 8 10 8 2 10 2 10 2 10 2 8 2 2 10 2 2 10 8 10 8 2 8 2 2 10 2 2 8 2 10 10 2 8 2
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internal_value=0 0.00454173 -8.47939e-05 -0.00281015 0.01059 -0.00114863 0.0019876 0.00896182 -0.00398186 -0.00652216 -0.00924905 -0.00125246 0.0147098 1.11261e-05 0.00061815 -0.00122773 0.00115038 0.00310538 0.00243235 0.0108747 -0.00130862 0.00169201 0.000471482 0.00284805 0.00157035 -0.000395996 0.000826646 0.00261387 0.00388751 0.0066609 -0.000137627 -0.000383811 -0.00459417 0.0155977 -0.00448876 0.00234715 4.66383e-05 -0.000394617 0.000770563 0.00235722 0.00169713 0.0116233 0.0076006 0.0123983 0.0157965 0.0214274 0.000558427 0.00141229 -0.00081856 -0.00146422 -0.00104829 -0.00517101 -0.0061674 -0.00133754 -0.00163968 0.00448725 0.00144704 0.00335716 -0.000662903 -0.000181756 0.0058259 0.00971056 -0.000907916 0.000485415 -0.00388094 -0.00380351 0.000656561 0.00739705 -0.00263941 -0.00388668 0.000341178 0.000556326 0.00777502 0.015585 0.000270928 0.00410907 -0.000300025 0.0126071 0.0168754 0.00458589 0.0210851 -0.00024124 -0.00739886 0.000749577 -0.00167416 0.00690885 0.00974873 -0.00998354 0.00292572 -0.00688825 0.00268371 -0.00877789 0.00305094 0.00767179 0.00798561 0.0120867 -0.00709769 -0.00831642 -0.00810389 -0.0069814 -0.0107969 0.00297726 0.0161227 -0.00702432 4.19245e-05 0.004716 -0.00790828 -0.0103445 0.00687408 0.00185305 0.00104613
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internal_count=200912 3939 196973 8608 1015 7361 3411 1205 3950 2859 2291 796 690 188365 91576 25342 66234 15546 13555 1991 3627 2386 50688 8196 7330 22353 15980 10669 9928 4515 42492 41400 4149 1342 853 6937 37251 96789 26980 12831 11731 1100 1492 744 870 572 10239 9205 69809 46180 41142 5038 4772 39332 38077 1810 1469 1255 14149 12999 2413 1922 10586 6596 3990 6373 2602 1364 5311 4834 23629 23183 1037 537 22146 4075 18071 866 544 9075 872 6154 4593 748 649 1092 869 1247 568 3771 599 3172 1091 805 477 608 1238 393 446 2989 1854 296 488 1241 322 179 1150 1035 266 470 2924
is_linear=0
shrinkage=0.0227381


Tree=496
num_leaves=89
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decision_type=10 2 10 10 10 2 2 10 8 2 2 10 2 10 10 10 8 10 2 2 2 2 8 8 10 2 2 8 10 2 2 10 8 10 10 10 2 10 10 2 2 10 10 10 2 10 8 10 2 8 2 2 10 10 8 10 2 10 8 2 8 10 8 2 10 8 2 2 8 2 10 2 8 10 2 2 10 2 2 8 10 2 10 2 8 2 2 10
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internal_weight=0 12998.6 223.268 45.1902 143.25 63.1003 80.1498 12775.3 101.897 62.0087 41.5504 12673.4 178.078 41.0646 31.3478 22.464 31.7525 12644.3 58.9581 38.4718 12585.4 1362.16 537.951 221.041 316.91 824.206 558.161 266.044 11223.2 2224.86 8998.36 7591.15 1943.58 1407.22 281.284 29.0743 22.9051 17.612 25.9784 35.1105 137.013 36.1451 100.868 90.4787 39.8882 18.9228 83.8759 29.0775 26.0783 64.527 29.6174 30.7643 25.0972 15.6228 20.4863 54.7055 79.7076 20.9654 19.7309 17.8662 22.5888 6.1348 20.4583 16.1158 9.82142 8.34871 15.4837 13.5283 15.0862 6.60281 23.4038 13.3355 12.8057 48.5707 8.88376 7.88102 6.16921 13.0767 45.4728 15.5492 20.5951 18.7917 7.7418 11.8548 13.6439 3.81079 42.3201 6.24754
internal_count=201419 197666 4935 1082 3753 1590 2163 192731 1885 1088 740 190846 3853 812 673 435 917 190493 600 377 189893 14865 6536 2591 3945 8329 5713 2616 175028 44432 130596 110652 38235 19944 6197 622 401 341 404 629 3041 750 2291 2165 797 333 1806 353 251 1789 651 541 454 374 223 1594 1716 464 222 298 500 270 348 460 195 247 265 166 408 359 670 175 354 1324 238 199 221 209 1277 187 601 436 175 319 309 220 1202 182
is_linear=0
shrinkage=0.0227381


Tree=497
num_leaves=112
num_cat=0
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decision_type=10 10 8 10 8 8 10 2 10 10 10 10 10 2 8 10 2 10 2 10 8 8 10 10 10 8 8 2 2 2 2 2 10 10 10 8 2 2 10 2 10 8 8 10 10 10 10 2 2 2 10 10 8 2 8 8 10 8 2 2 2 8 2 10 8 8 10 8 10 10 2 2 8 8 2 10 10 8 2 10 2 10 2 10 2 10 2 2 10 10 8 2 2 2 10 2 2 2 2 2 2 10 2 10 8 2 2 8 10 10 2
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leaf_count=186 1028 335 296 187 92 327 151 487 882 11116 263 1316 445 914 481 774 247 129 503 211 384 638 974 761 645 2834 91 266 429 13882 4483 14563 2197 258 313 419 206 454 6718 358 342 210 712 625 617 240 389 567 1205 11744 154 137 188 724 1106 526 2497 84 373 2685 460 175 319 122 1927 226 421 10808 310 964 510 509 2166 985 650 97 673 125 1136 558 1200 279 273 1373 1648 606 312 193 86 171 408 4925 582 562 188 194 398 226 1881 188 463 823 4361 587 263 191 467 450 57244 1099 124
internal_value=0 -0.000701805 -0.00191833 -0.00309833 0.0133892 0.000693796 -0.00092932 0.00287045 0.00452731 0.000451519 -2.82285e-05 0.00143871 -0.00421133 0.00393994 -0.000414458 0.00971617 0.00952601 0.0158178 0.0214727 0.00171394 0.00891257 0.0139424 0.00151531 0.00166172 0.00498272 0.00725645 -0.00236659 0.00297271 0.00119963 0.00219063 0.00391427 -0.000435272 0.00143898 -0.00236737 0.000525648 -0.00470652 -0.00671442 0.00877622 0.000348049 0.00157293 0.00546576 0.00530242 0.00767699 0.00134008 -0.0024832 0.000885297 0.0104855 0.0160432 0.00589882 -0.00307948 -0.00401796 0.00810047 0.00159411 0.00183378 -0.00753583 -0.000103684 0.00874201 0.0094022 -0.00142165 -0.00296054 0.0188916 -0.000964784 0.0129596 0.0167062 -0.00321769 0.0052405 -0.0034111 -0.00381992 -0.00528518 -0.000669795 -0.00790771 0.00360108 -0.00139973 -0.00530024 0.00426434 0.000837534 0.00379985 0.0259298 -0.00603512 0.000144886 -0.00363124 0.00807509 -0.00127674 -0.000536871 -0.00605211 0.00224448 0.00838089 0.00680378 0.0007161 0.0125013 0.0105372 -0.00811273 -0.00172183 0.00334032 -0.00742778 -0.00649347 0.00230673 -0.00356488 -0.00833907 0.00467702 -0.000188042 -0.00203736 -0.00292242 0.00196584 0.00730118 -0.00483394 0.00598556 0.00264435 5.54403e-05 -0.00478049 -0.00504467
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is_linear=0
shrinkage=0.0227381


Tree=498
num_leaves=90
num_cat=0
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decision_type=10 8 8 2 10 10 2 10 10 10 8 8 8 10 2 2 2 10 8 2 2 2 10 10 2 2 2 10 8 8 10 10 2 8 2 8 2 8 8 2 8 10 2 10 8 2 8 2 2 10 2 2 2 2 10 8 2 10 2 10 10 2 2 2 2 10 8 2 10 10 10 2 10 2 10 8 2 2 10 8 2 10 10 2 10 8 8 2 10
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leaf_count=82 96 80 112 153 119 111 83 119 122 37 1055 93 101 90 2862 38240 3421 501 11119 7433 2109 197 818 388 2125 32019 1324 237 2111 4030 21802 314 947 1596 36736 7901 1451 546 1473 6134 1599 171 194 229 103 338 87 30 93 242 90 108 116 144 69 75 87 141 117 90 75 100 93 84 125 366 77 264 90 113 96 90 68 96 130 1879 174 126 966 162 97 72 85 134 110 169 115 108 114
internal_value=0 0.00399828 0.000532026 0.00306439 0.00010023 -0.00432147 -0.00611135 -0.000580027 0.00762942 0.000151859 0.000205217 0.0112788 0.0194079 -0.00417286 0.000162324 -0.000220463 -0.00193445 -8.43116e-05 -0.00119743 0.000871403 0.000384524 -0.00366616 0.000733359 0.00846462 0.000120741 -0.000800396 -0.00046052 0.000782053 0.00659563 -0.0067039 0.000951143 0.00530795 -0.00545022 -0.00565696 0.000546843 -0.00459731 -0.00260172 0.0028442 0.00374831 0.00235477 0.00821909 -0.00149414 0.00623804 0.0243916 0.0288315 -0.0040223 0.00599555 0.0032747 0.00928013 -0.00793779 0.0014143 0.00932768 0.0142732 0.00204196 -0.00741816 0.00271674 -0.0106768 0.0136627 -0.00417519 -0.00251759 0.00184569 -0.0094956 -0.0111701 -0.0129225 -0.00739694 -0.0111749 0.00941258 -0.00461854 -0.0131772 0.0129579 0.0181953 0.00777307 0.00252867 0.00582538 -0.00441576 -0.0142161 0.0220647 0.0190814 -0.0148071 0.00251033 0.00404042 -0.00885887 -0.0158537 -0.00987816 0.0107421 -0.00745012 -0.00634556 0.0165731 -0.00913594
internal_weight=0 200.501 127.217 107.206 12889 140.552 125.898 61.3101 14.6537 12748.5 12601.2 39.9302 22.9253 147.279 12561.3 8161.38 1348.29 800.786 692.456 4399.89 3537.2 273.977 3263.22 67.8795 6813.09 2846.46 2700.27 3966.63 108.33 146.189 3872.27 42.6173 231.36 94.3571 3195.34 547.507 352.326 862.687 714.879 555.011 159.868 147.809 33.3107 18.7326 14.771 114.498 88.1812 44.6753 24.5141 195.181 59.4252 73.2842 38.7399 34.5443 102.604 17.0034 64.5879 20.3576 50.1356 17.005 11.124 85.6006 75.6487 68.9938 39.6132 27.9086 18.9875 20.1613 53.4639 28.756 14.7486 27.0535 11.7046 10.5224 32.3717 65.5843 10.7736 28.262 48.5463 9.95187 6.65491 15.819 45.0525 20.0107 9.23092 7.77252 7.61871 20.6083 10.4537
internal_count=200588 1764 1097 883 198824 2744 2503 1002 241 196080 192200 767 470 3880 191433 130981 29608 17152 14540 60452 48942 3567 45375 1206 101373 39498 33343 61875 2612 6155 60042 511 3056 1833 44169 12456 4313 11510 9752 7607 2145 1758 365 433 332 1393 730 960 534 8143 422 667 338 329 2920 423 1501 441 883 297 273 2497 2253 2063 670 491 185 426 1228 308 300 202 179 213 220 1979 270 242 1138 244 190 336 1051 214 185 238 190 195 204
is_linear=0
shrinkage=0.0227381


Tree=499
num_leaves=59
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split_feature=138 165 204 40 233 204 132 210 180 56 213 181 174 150 189 212 6 174 212 220 161 150 218 181 181 124 26 122 205 181 39 180 174 39 7 141 41 131 18 230 184 199 12 212 46 215 30 196 206 180 182 60 40 227 143 18 6 220
split_gain=7.30257 11.7517 8.09318 6.83509 6.55512 6.53116 6.43781 5.6409 5.55937 6.37228 6.88466 6.85036 5.54619 6.11653 5.46416 5.30373 12.882 11.8768 6.7694 8.37085 6.45901 7.25179 5.88429 5.57343 10.3165 9.61728 5.51057 4.8568 4.76775 4.48723 4.38136 4.05541 4.00526 3.99687 3.965 3.53569 3.2468 3.01098 2.8119 2.75791 2.68317 2.49924 2.27164 2.26896 2.12763 1.98628 1.82129 1.30062 1.29243 0.959794 0.92147 0.899372 0.776595 0.546064 0.465143 0.460399 0.450593 0.238074
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leaf_weight=20.697038426995277 4.6802348578348747 12.989896282786505 6.0514910193160203 36.179201955907047 6.8354215119034052 2.7729579168371847 2.9480856964364639 14.659486861899493 5.7415895103476933 4.1713682329282165 5.680295319296417 20.050922259688381 16.326309714466333 28.496957434341311 2.5653466805815697 6.5198083287104991 5.3698732797056463 20.199830727651719 12180.712181356736 9.6857647639699262 7.1664805579930571 8.3365071574226004 21.719842422753572 34.243001306429505 76.063222300261259 155.86075934953988 52.357599285896868 15.151869133114813 7.2663130909204474 22.066515160724521 2.3621505717746918 20.462241859175265 3.1131229493767032 3.6399696269072583 1.2280592666938899 3.9781441586092106 18.357070777565244 35.687962474301457 9.2482379116117936 12.086458007805048 16.66330199316144 3.7215894795954219 28.484844448044896 6.3685070681385669 2.1950607108883564 4.2230771128088254 2.3914755322039127 3.1012646565213791 1.6160961403511489 22.69511335389689 1.728886576835065 6.8134257793426505 3.2854905640706429 7.5725168788339925 4.4503612066619125 3.8943642708472899 1.01761505799368 33.274752981960773
leaf_count=113 66 162 79 751 77 129 194 79 94 67 100 428 95 140 83 115 75 402 184730 167 115 168 293 438 1267 2571 942 84 171 365 185 344 95 105 109 32 494 831 153 174 97 49 889 153 117 105 109 56 49 1199 71 209 117 100 135 162 76 184
internal_value=0 -0.00594171 0.00226826 0.000160234 0.00902807 0.000103069 0.000138791 0.00492421 0.000120572 -0.00476278 -4.26897e-05 0.00601099 0.00671698 0.0085148 -0.00723606 0.000166499 0.00458559 0.0119337 0.000117459 -0.00584695 -0.0017632 -0.00671465 0.00565708 0.000164126 0.000102811 0.00394183 -0.010043 0.0114707 0.0109413 0.0206947 0.014484 0.00389673 0.00274891 -0.0106149 0.0208721 -0.0128833 -0.00709932 -0.0146506 0.00093882 -0.00756201 0.0138965 -0.0162563 -0.0129004 0.00941745 -0.0113406 0.00293978 0.000951791 -0.0107443 -0.0131004 -0.0144242 -0.0002138 -0.014367 -0.00701294 0.0164097 -0.00648622 -0.0152202 -0.0027256 0.0161715
internal_weight=0 93.6037 45.5358 12983.6 27.3978 12838.4 12784.6 145.27 12777 110.816 66.1358 36.283 124.573 108.246 53.7913 12666.2 130.286 56.8845 12535.9 89.0254 73.402 44.5157 28.8863 12446.9 12256.8 190.104 62.0434 79.7494 27.3172 27.4364 7.55591 26.9821 16.4973 44.6798 4.17614 48.0679 29.8528 43.3877 29.4481 18.1379 64.5975 39.4096 38.9382 9.48163 37.294 8.39445 5.16443 21.4583 32.1295 28.2056 3.92395 35.2983 8.96579 14.4079 7.01571 26.5895 3.37977 49.9381
internal_count=200959 1570 592 199389 339 198597 196295 792 195731 2835 1538 816 679 584 2302 192896 2322 995 190574 1568 1327 919 408 189006 185997 3009 1109 444 599 440 564 459 466 1297 303 978 722 912 555 253 360 880 1203 248 1836 172 238 550 1598 1410 188 1098 217 177 218 1361 261 281
is_linear=0
shrinkage=0.0227381


Tree=500
num_leaves=112
num_cat=0
split_feature=180 222 135 41 231 232 120 120 219 95 132 93 210 141 226 222 166 195 143 187 132 185 183 167 93 14 199 65 167 154 69 183 209 143 225 233 50 145 39 74 150 199 86 232 125 26 41 93 152 189 209 43 14 186 155 14 56 150 141 197 221 74 41 182 41 162 213 225 141 209 22 228 18 167 8 209 223 171 5 183 178 149 214 90 136 222 157 143 57 203 231 219 145 219 82 134 183 39 150 205 221 136 181 15 183 217 221 154 178 185 41
split_gain=5.57106 8.62381 11.0999 8.28209 8.56398 10.5516 7.7079 7.64106 9.43255 10.8336 9.48047 9.34438 7.97724 7.43734 7.19752 6.70475 7.36497 7.33057 7.12026 12.8112 9.2825 9.01989 9.00534 7.80492 7.14341 6.69963 8.60595 8.01966 6.6695 6.87034 9.16306 6.54613 6.42059 9.29415 6.84512 7.61345 7.6042 7.41851 8.12281 7.3863 6.36096 6.25657 6.18452 8.49776 6.12465 6.10693 8.89812 8.23616 6.1002 6.09731 8.82651 7.00112 6.05575 6.81309 5.99586 5.87706 5.84216 5.99535 5.73897 5.71379 5.69152 5.68664 5.61629 6.38756 6.30002 5.7661 10.7863 6.47841 5.92507 5.84766 5.75765 7.78121 13.1397 8.71736 7.70249 7.67415 11.976 8.49244 7.45339 10.3213 9.16633 7.88653 17.1534 9.45901 7.61896 5.5155 5.47162 5.42649 5.4145 5.8434 5.20716 4.86394 5.58249 7.33143 4.80486 4.69498 4.6853 4.67237 4.59162 4.35572 4.294 5.25862 4.25416 5.9091 4.21588 4.21192 4.19266 4.07365 4.06344 4.01627 4.00466
threshold=17157.594375000004 -0.0079335193149745447 0.37359902324107369 0.62037702305691089 -0.011167438235133885 -0.010457200929522513 0.77911795919992055 10.606523929697762 0.0077301291748881349 1.0000000180025095e-35 0.030302567887571703 -461.49999999999994 0.042770024389028556 0.025089321060574644 0.0062183649279177198 -0.026403068564832207 5.5000000000000009 29.709005376344091 -1520.4999999999998 9.6582156611039807 0.13574918775080638 1642.3784821428574 -1991.4999999999998 0.27888888888888896 -530.49999999999989 0.029709000000000003 23613.652960163814 0.017650000000000002 0.65686274509803932 1860768.0000000002 0.0083500000000000015 -2808.4999999999995 -0.044678898528218262 -2449.4999999999995 -0.011826167348772286 0.0011055522481910887 0.38920000000000005 516.18855566511127 0.39881023653893977 0.017650000000000002 193.50000000000003 98570.344375000001 0.040750000000000008 -0.0038737835129722949 4.2094455852156072 16.500000000000004 0.54512896910958875 -1090.4999999999998 180000.56250000003 0.17195900537634412 -0.038549873977899544 0.083650000000000016 0.018421500000000004 19330.425000000003 130004.82964285715 0.031042000000000004 0.060400000000000009 -1813.4999999999998 0.53385779705603975 1.0717113822349076 0.017998151481151584 0.0043500000000000006 0.025900997604095751 -486.77499999999992 0.055901751071647403 6.1035563995652176 0.0078692836686968821 0.0050325428601354369 0.38020976034450898 -0.042982008308172219 1.0000000180025095e-35 -0.012512734159827231 -3568.4999999999995 0.82085561497326209 254250.00000000003 0.0051260206382721671 0.0098333312198519724 52.500000000000007 116829.00000000001 -2756.4999999999995 0.26393188854489169 -549.17424242424227 -0.018804152496159073 1.0000000180025095e-35 0.6134596368860552 0.0025237451773136859 589156.1100000001 -146.49999999999997 0.13694999999999999 0.10352057218551637 -0.0094334026798605902 -0.013976258225739 740.22605076546131 0.0056825457140803346 0.004850000000000001 0.16391904427156848 -981.49999999999989 0.40982703448818003 -1336.4999999999998 -0.013336424250155686 -0.0066023757681250564 0.48171444685371573 119304.56250000001 -15220.499999999998 -1178.4999999999998 0.010272636078298094 0.0014751055277884009 667815.84000000008 0.267948717948718 294.83007571214392 0.53617310422582076
decision_type=10 2 10 10 2 2 2 2 2 2 8 10 2 2 2 2 10 8 8 10 10 8 10 8 10 2 10 8 10 10 10 10 2 8 2 2 8 8 10 8 10 10 10 2 2 2 10 10 10 10 2 8 2 8 8 2 8 8 2 8 2 8 8 8 8 10 2 2 2 2 2 2 2 10 10 2 2 8 2 8 8 8 2 10 10 2 8 8 10 2 2 2 10 2 8 10 10 8 10 2 2 10 8 2 10 2 2 10 10 10 10
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decision_type=10 10 2 2 2 10 10 8 8 2 8 8 2 2 8 10 8 2 10 2 8 10 2 8 2 8 10 2 10 2 10 2 2 2 8 10 8 10 10 8 10 2 2 2 2 8 10 10 2 10 2 10 2 10 10 8 8 8 10 2 10 10 10 8 2 10 8 8 2 2 2 2 8 2 10 2 8 10 10 2 2 10 2 2 2 10 2 2 2 2 2 10 8 8 10 8 10 8 10 10 8 8 2 2 2 8 10 10 10 8 8
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leaf_count=522 83 419 189 784 643 605 75 7583 1167 294 4547 1673 160 468 438 149 126 451 189 166 99 241 966 202 279 54133 442 146 208 159 226 3474 494 319 120 274 557 475 107 199 670 399 3524 3224 254 1727 1195 47 494 1163 191 410 166 107 315 107 11559 22248 72 4932 3200 8924 298 5763 397 541 3653 396 657 165 1001 282 174 972 475 235 641 112 133 384 148 1541 4430 113 99 188 249 1848 21004 329 307 296 93 169 117 222 186 139 63 253 209 225 299 194 391 415 714 428 225 127 446
internal_value=0 4.69014e-05 0.0013733 -0.000168497 0.00057493 0.000347406 0.000693092 0.00087274 0.00564694 0.0129287 0.000599602 -0.00257599 -0.00558053 -0.002515 0.00263706 0.00881248 0.0118229 0.00203596 0.00257563 0.00965809 0.01394 -0.000726625 -0.00260632 -0.0037857 -0.000836207 0.000994703 0.01653 0.00477864 0.00953538 0.0185087 -0.00370384 -0.000664242 0.00285694 0.00452765 0.00763563 0.0116955 0.0148903 -0.00193783 0.00251981 0.00548617 0.00884277 0.00184427 0.000314904 0.00327202 -0.00275885 0.0045081 0.00681344 0.00236339 0.0107508 -0.00828849 0.000583322 -0.0107404 -0.000825229 -0.00300097 0.00635099 0.0143056 -0.000578747 -0.00131266 0.00106908 0.00026449 -0.00186626 -0.00156674 0.000309264 -0.0036232 0.00916217 -0.004391 -0.00139245 0.0194577 0.00208952 0.00642534 -0.00914755 0.0192464 0.00334427 0.00515323 0.00862919 0.012211 -0.00142069 -0.00514386 -0.00335631 0.0105841 -0.00441385 -0.00492408 -0.00739257 -0.00578417 0.0142265 0.000741121 0.000132719 -0.00404214 0.000411194 0.0136779 -0.00427234 -0.000232561 0.00546797 0.0057971 0.00835195 -0.000867718 -0.00460483 0.00641301 0.0121585 0.00474733 0.0112191 0.00836388 -0.00665047 -0.00206171 0.000753948 -3.21866e-05 -0.00676901 -0.000912476 0.00371554 0.00871496 -0.00627421
internal_weight=0 13020.2 1812.55 11207.6 4483.19 4293.49 3836.66 3737.06 193.076 55.9326 3543.98 386.892 99.6088 456.827 1130.19 89.8306 78.258 1040.36 985.198 82.3896 59.1503 682.359 425.109 388.884 241.131 3157.09 58.5762 60.386 41.9252 16.0248 396.441 6724.44 287.701 244.518 164.086 108.877 90.7824 80.4324 59.3715 189.697 116.577 902.809 579.641 295.144 284.497 323.167 225.187 257.251 106.893 147.753 33.4116 114.341 6436.74 645.213 35.3118 20.8609 5791.53 3168.63 596.086 568.583 2572.55 2467.32 2622.9 609.901 42.7254 381.299 197.043 38.8368 137.143 75.049 74.7686 17.018 244.597 194.165 125.251 92.3032 68.9139 57.1102 50.4323 49.9447 553.678 531.569 184.256 43.1822 29.6084 20.3136 2580.17 154.074 2426.1 27.5027 166.082 73.1207 69.9637 22.1093 36.225 55.2093 44.0277 29.894 28.9778 24.8402 25.1984 54.4666 55.159 23.2392 25.9004 43.2499 44.2215 97.9798 56.2229 30.6277 133.853
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is_linear=0
shrinkage=0.0227381


Tree=503
num_leaves=112
num_cat=0
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split_gain=6.41375 7.5938 6.5836 6.25129 11.4993 12.2935 11.0751 10.608 10.1797 9.84928 9.57671 9.13353 8.50674 10.839 7.96236 16.6294 15.9518 9.47711 13.8864 9.38736 8.53327 7.82236 7.77002 7.60817 11.0901 10.5923 11.2516 8.76772 8.63926 8.37451 8.30644 10.1274 8.74893 8.04656 7.37756 15.8463 10.2511 7.30454 9.35956 7.21666 7.14379 8.20145 7.11655 7.10336 7.04199 6.93673 6.88179 10.655 6.79395 6.78144 6.62877 13.4379 9.67543 9.6482 8.54834 7.09264 6.55901 6.34154 6.67522 6.3243 6.21553 6.16393 6.15979 6.11176 6.02 7.08361 5.72448 8.94518 5.66294 5.58872 5.31151 5.29047 5.19693 5.05244 4.87501 6.06535 4.85311 5.34077 4.6812 4.57143 4.51938 4.261 4.24944 4.24771 4.10117 3.93767 3.9237 3.84231 3.76658 3.76269 3.71528 3.89135 4.2107 3.53503 4.22055 3.34098 4.05446 3.31073 3.20828 3.19691 3.19034 3.12858 2.91196 2.78605 2.67901 2.67364 2.58785 2.48185 2.44144 2.42069 2.30919
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decision_type=10 2 2 10 10 10 2 8 2 10 8 2 10 8 2 10 2 2 8 2 8 10 2 2 10 8 10 2 10 10 10 2 2 2 2 10 2 2 2 10 10 10 10 8 2 10 8 8 2 2 8 10 8 2 10 10 2 10 10 2 8 8 8 2 2 8 10 2 10 2 2 8 2 2 10 10 2 10 8 2 2 8 8 2 2 8 2 10 10 2 2 8 10 10 2 10 10 8 2 8 8 2 2 2 2 10 10 10 8 8 8
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Tree=506
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decision_type=2 2 2 8 2 8 2 2 10 2 2 2 2 2 2 8 2 8 2 2 10 8 10 2 2 8 2 8 8 8 2 10 10 2 2 2 10 2 8 10 8 10 2 2 10 2 2 2 2 8 10 2 2 10 8 2 10 2 2 8 2 10 10 2 2 10 2 2 8 8 10 2 8 2 8 2 2 10 10 10 10 8 2 10 8 2 2 10 8 2 8 8 2 10 2 2 2 10 10 10 8 2 2 2 8 2 10 10 2 2 10
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leaf_count=139 301 208 261 690 191 886 1019 513 3077 1195 2451 4026 2019 306 135 804 103 726 934 1311 942 9297 868 103 6989 841 150 1598 1510 7018 25097 1930 304 15975 18532 8935 92 662 320 76 977 2489 7709 4226 397 440 6258 369 97 81 531 128 283 139 756 317 936 168 1480 983 4508 261 531 1937 3083 1056 2547 119 1122 1836 2073 981 713 456 1404 837 178 126 139 1504 105 1698 478 2747 253 1787 145 443 2078 228 214 3385 991 402 474 379 245 348 250 238 199 1269 152 721 1382 745 477 479 234 522 1295
internal_value=0 -0.00078698 7.03279e-05 -0.000315545 -0.00264004 0.000687493 0.00358599 0.00799249 0.00156257 0.00544689 0.000656808 0.00131657 0.00862141 0.00703147 0.0104392 0.000388213 0.000209102 0.000654925 0.00270863 0.0011123 0.00658199 0.00224459 -0.00320191 0.00641853 -0.00441358 0.00188375 0.000724365 0.00108925 -0.000873818 -0.00188218 0.00138729 0.000578925 -6.06197e-05 0.00298916 0.00252521 0.00217522 0.0131648 0.00859148 0.0156617 0.0207145 -0.00136966 -0.00082203 -0.0022736 0.00166101 0.0136525 -0.00354311 -0.00500669 -0.0013185 -0.00512945 -0.000590454 0.000875668 -0.00164088 0.00285 0.0112823 -0.000211266 0.00801538 0.00289107 -0.00092831 -0.000271221 0.00039497 -0.000682836 0.0033387 0.00711596 0.00932943 0.000768947 0.00253233 -0.00390009 -0.0065125 0.00130462 0.000222266 0.00304385 -0.00298574 -0.000841417 0.00110236 -0.00409106 -0.000849446 -0.00235119 -0.00735816 -0.0077912 -0.00579389 -0.00737098 -0.00719429 -0.000329706 0.00097027 -0.00276402 -0.00347946 0.00451435 -0.00495698 -0.00293725 0.00968431 0.00668284 -0.00608793 0.00432859 4.24614e-05 0.00534276 0.00923844 -0.00389059 -0.000406602 0.00928475 0.0123801 0.00682991 -0.000733545 -0.0038192 0.00187431 0.00572147 0.00150892 0.00404814 -0.00382832 0.0104962 0.024544 -0.0093407
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internal_count=201072 58435 41184 40085 17251 28152 2750 1731 23079 4228 18851 15774 2905 1099 793 142637 131906 98655 10731 7803 1746 13323 11933 2928 10129 1531 98354 80518 17836 7485 73033 43306 25401 17905 29727 27467 1218 2260 1126 806 16911 15401 10198 5203 658 14501 9929 3671 2449 4572 3196 1323 1994 422 1572 467 1804 33251 24388 20293 12672 7621 2729 2198 8825 5564 4095 2805 1290 4892 3056 8863 5375 4394 3847 2317 3261 1530 2686 8598 7094 2138 3938 3460 5073 4934 626 4308 3865 481 311 3488 2412 1393 1222 853 784 593 1019 769 925 6057 2685 3372 2103 1374 1222 1235 337 730 1376
is_linear=0
shrinkage=0.0227381


Tree=507
num_leaves=112
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split_gain=6.48477 9.88772 8.05093 8.75973 12.3018 8.74454 9.89977 8.52315 7.63366 8.8476 7.48378 6.99761 6.81731 6.73008 9.5059 9.01979 8.55211 9.14384 9.22726 8.25672 13.7309 10.087 10.3769 8.30918 7.95858 7.6276 9.79489 15.1375 11.0938 12.1577 10.6141 10.2192 12.0912 10.8864 10.0128 12.8631 8.64943 8.61095 9.79148 9.11214 8.85261 8.6362 8.34469 8.1322 11.1893 7.53081 7.31892 14.4751 9.55813 8.58865 8.41445 8.2252 7.27881 7.30593 7.25075 10.2591 10.9489 14.6104 10.1739 13.9228 11.1024 8.88491 8.80202 8.75807 8.74547 8.7169 8.11276 7.9045 7.18201 7.56918 8.93582 7.1552 8.04579 7.07573 7.02639 7.0618 6.91578 6.90901 6.75009 8.49768 10.5714 7.51842 6.72663 8.17851 8.88086 7.40229 8.36275 8.05263 6.67682 6.56009 6.35997 6.13817 6.11844 6.03948 6.94083 6.41665 8.04591 5.9692 11.0192 7.33663 5.90957 5.83535 5.68766 5.77626 5.67068 5.65842 5.65316 5.73777 5.44685 5.39077 8.46656
threshold=-0.025999354198575016 1.3333269547630571 -1828.9285714285713 -0.012752036564052103 -0.0070584283675998441 0.030250756526100316 -0.0051344458479434243 -0.033087709918618195 -0.00025791613734327251 -1896.4999999999998 0.14956965982710099 0.058997563522450405 440.50000000000006 26740.923750000005 7.5000000000000009 -0.040893221274018281 0.042009681022277333 2.5000000000000004 0.00055000000000000003 315911.81250000006 0.03002946358174086 0.042750000000000003 0.3446468705705974 0.66249413237365051 0.055035214871168144 1.0000000180025095e-35 82263.937500000015 1.9699939865300693 0.022683124057948593 -806.95833333333314 84508.020148026335 0.0074692703783512124 208.69794751616277 0.01915150880813599 -272.63333333333327 0.019000000000000003 -1000.2792207792207 -1857.4999999999998 0.055800000000000009 -486.77499999999992 -0.00057011118042282749 -2249.4999999999995 0.60085000000000011 -4372.4999999999991 0.021897818893194202 9.5000000000000018 -0.0033664834918454285 0.0056500000000000005 0.014491999999999951 0.61355931083430548 0.14318783068783072 0.63442381822840044 0.0043426014017313727 0.6253491620111733 26.500000000000004 1.0000000180025095e-35 0.0026345817605033521 1483.5000000000002 -0.078154630959033952 0.014491999999999951 0.71859471702831523 10.500000000000002 0.61208942577103242 -0.015951481647789475 16.500000000000004 0.029397750012242204 0.4431952435518613 0.0090175005607306975 0.96313285762827061 577.23119284888423 0.08245536228087931 0.13912340118678723 -0.063011806458234773 -0.033759353682398789 -0.02188174799084663 0.17082775796348773 0.0014925635769031944 -9493.4999999999982 0.4232499817743009 0.0022903385106474165 0.013706649653613569 -0.026717300526797768 7.5000000000000009 0.012779982294887306 0.0076745000000000008 0.98385000000000011 305.94375844613387 0.0077693427447229632 0.027109519578516487 0.52466460595643982 962.81521615218878 0.11815000000000002 -0.054871520027518265 -0.018357714638113972 9681.7500000000018 35.229295003422315 0.12405418977141382 32865.750000000007 4.5000000000000009 0.98135000000000006 65458.181250000009 0.033126523718237884 0.056301876902580268 -1471.4999999999998 1.0319636261136249 -16188.499999999998 -671.96666666666658 -1139.4999999999998 -0.055459668859839432 25197.353181818184 -0.039283726364374154
decision_type=2 2 8 2 2 2 2 2 2 10 10 8 10 10 10 2 8 10 10 10 2 8 10 8 2 8 10 2 2 10 8 2 8 2 8 8 10 2 8 10 2 8 10 2 2 10 2 10 2 10 10 10 2 10 10 2 2 8 2 2 8 10 8 2 8 8 8 2 10 8 10 10 2 2 2 10 2 2 10 2 2 2 10 2 2 10 8 2 2 10 10 8 2 2 10 2 2 10 10 10 8 2 2 10 8 2 10 2 2 8 2
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Tree=510
num_leaves=112
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decision_type=8 8 10 10 8 2 10 10 10 8 10 10 10 10 10 10 10 10 8 10 8 10 2 2 10 2 2 8 2 10 8 2 8 2 8 10 10 10 10 2 10 8 2 10 8 10 10 10 2 10 2 8 8 10 2 10 2 10 2 10 10 10 10 8 8 2 2 10 8 2 2 2 8 10 10 10 2 2 10 2 10 2 8 8 2 8 8 2 2 2 10 2 2 10 8 8 2 8 2 2 2 2 2 10 10 8 2 8 10 8 2
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leaf_count=326 47 315 384 708 429 92 280 297 77 147 342 1251 7867 122 1545 422 89 219 1348 2145 186 264 107 874 704 189 242 406 107 835 3207 312 246 2547 220 3226 587 477 14463 910 66138 90 178 188 1211 4892 191 10917 2101 30864 3024 9080 1563 97 1484 1082 4075 354 535 202 1005 589 234 71 391 785 167 400 362 112 426 163 73 119 132 142 89 301 176 542 1020 181 199 435 189 587 327 197 308 144 74 233 129 258 180 715 139 139 129 318 440 153 80 91 62 245 174 559 134 122 97
internal_value=0 0.00304246 0.00610583 3.96579e-05 0.00767638 -0.00452323 -0.0099459 0.00012103 0.000610984 0.00046378 0.00245493 0.0015217 0.00343318 0.00513818 -0.00146548 5.25564e-05 0.0077596 0.00117359 0.00773374 -0.00279816 -0.000466509 0.00246123 0.00409683 -0.00494918 0.010172 0.0146317 0.00591198 0.00402574 0.00722126 0.010206 -0.00408637 0.00509344 0.00677599 0.0086905 -0.00146396 -5.47279e-05 -0.00328765 0.00268881 0.000149795 0.00755941 4.77003e-05 0.0138871 0.00893866 0.00127783 -0.000700957 -0.000513171 0.00146992 -0.000865737 0.00316309 -0.000300767 0.00149864 -0.00105978 -0.0032964 -0.00603732 0.00505109 -0.00285809 -0.00206322 -0.00831256 -0.00122315 0.00317273 -0.00416963 -0.00552681 -0.000863166 -0.00890069 0.00445624 0.00330322 0.0110113 0.00602657 0.00103527 0.0154954 -0.00218692 -0.0012477 -0.00390568 0.003408 -0.00151042 0.000515608 0.00274862 0.0046239 0.0082344 0.0112625 -0.00421981 -0.00591038 0.0135945 -0.00159551 0.00875735 -0.00195151 -0.00290384 -0.00570732 0.00437981 -0.00456499 -0.00342401 0.00692065 0.0176663 0.0060602 0.00659871 0.0178217 0.0196284 -0.0128928 -0.00764187 -0.000693227 -0.0118563 0.00845848 -0.00176337 -0.007121 -0.00845703 -0.00803578 0.0104873 -0.00953689 -0.00718838 0.0052065 0.0169044
internal_weight=0 425.23 252.444 12676.1 232.329 213.873 73.9446 12462.2 6795.25 6620.75 1125.98 966.243 588.429 463.199 377.814 5494.77 67.0188 46.0335 159.741 125.23 5666.96 414.098 342.376 71.7225 128.051 72.4876 174.501 162.017 113.568 87.6592 244.608 320.997 255.224 207.454 65.773 5427.75 315.232 96.0781 5112.52 60.9492 5051.57 65.9874 215.745 48.9016 5252.86 4992.45 749.493 4242.96 555.169 3313.31 980.478 2332.83 194.323 144.972 387.202 929.651 821.75 107.901 167.968 55.5636 260.409 227.357 99.9704 127.387 49.3512 133.206 166.843 88.5554 67.1577 78.2878 31.6894 139.928 105.544 35.9416 172.787 144.386 120.39 110.575 81.4039 63.1 61.0692 219.154 56.9422 47.7705 31.153 51.1509 25.9087 68.8174 33.0514 22.5696 48.4495 17.26 20.9853 34.3839 14.6548 70.9297 62.82 76.236 69.6026 30.0579 39.5446 26.3301 21.6717 22.5715 23.9962 21.3784 20.7439 28.4001 25.2897 15.5432 21.3977
internal_count=201164 6258 3741 194906 3357 2724 988 192182 110266 107686 20390 17264 10476 7989 6788 87296 892 616 3126 2487 81916 6550 5179 1371 2443 1537 2580 2338 1736 1302 4458 4827 3540 2793 1287 86404 4471 1064 81933 1332 80601 925 3031 610 75366 71861 7573 64288 5331 53885 13941 39944 2242 1660 3585 10403 8967 1436 1746 906 3505 3011 1209 1802 582 2330 2421 1288 791 1133 683 1736 1315 336 2517 1826 1449 1307 1006 830 1240 3407 741 747 423 658 434 786 494 217 602 497 276 421 257 1021 854 1144 979 410 569 331 377 279 377 352 263 691 353 196 497
is_linear=0
shrinkage=0.0227381


Tree=511
num_leaves=112
num_cat=0
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split_gain=6.44896 7.43852 21.1674 9.93336 8.36034 8.53336 8.53407 8.4343 9.23126 7.55824 7.0087 8.61984 6.83288 8.61959 6.69845 9.78324 7.67557 7.0963 9.61422 10.3971 9.53389 8.17587 8.00534 7.23787 6.69391 6.50145 6.41484 6.32229 6.25419 6.53366 13.2572 6.16927 6.09965 5.92781 9.78404 8.50859 9.81295 6.90282 9.73679 8.72178 8.37517 7.16301 6.84498 6.09223 5.78701 10.1275 10.895 11.0392 10.1509 10.0969 11.4596 11.6693 10.9382 11.8456 11.3849 10.8369 9.78674 10.478 10.7784 9.49593 8.23077 8.20073 10.223 8.04118 8.21129 10.1997 7.69554 7.2575 10.1362 14.7886 11.0359 9.73361 9.63185 9.00003 8.72819 9.5519 9.52831 12.0408 8.9354 8.40561 14.0624 12.8071 10.0665 9.95993 8.73373 8.39904 8.36541 7.9045 7.7298 7.23385 7.21053 6.89374 6.82433 7.35876 7.83725 6.89799 6.80891 6.64737 6.61977 6.55532 6.5178 7.01378 6.39396 6.38787 8.876 6.34064 6.32766 7.18844 7.76852 6.66345 6.16975
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decision_type=2 8 8 8 8 10 8 10 2 8 10 10 10 2 2 10 2 2 8 2 10 10 10 2 2 2 2 8 2 2 2 10 10 10 2 2 2 8 10 10 2 2 2 8 10 2 10 2 10 10 2 2 10 2 10 8 10 2 8 2 10 10 2 2 10 2 2 2 2 2 2 8 2 8 8 2 2 8 2 2 10 8 2 2 10 10 10 2 2 10 2 2 8 2 2 10 2 8 2 8 2 10 2 10 10 2 8 10 10 8 2
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decision_type=8 2 2 2 10 8 8 8 2 2 10 10 8 2 2 10 10 2 2 10 10 2 10 10 10 10 10 2 10 10 2 8 10 2 10 8 2 8 10 10 2 10 10 10 10 8 2 8 2 2 2 2 2 8 10 2 2 8 10 10 2 10 10 2 2 10 2 2 2 2 2 10 8 10 2 2 2 10 10 2 10 2 2 2 2 10 10 2 2 2 8 10 2 2 10 2 2 2 10 2 8 8 8 8 10 2 8 10 10 8 10
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leaf_count=98 27130 82 136 143 169 298 166 131 56 256 96 1423 59 87 130 140 109 205 108 389 1031 227 120 182 112 130 56 157 48 730 67 195 62 197 113 322 135 30299 2415 590 5471 4707 3755 712 334 26835 3312 72201 209 319 1160 523 201 105 87 123 141 160 85 301 62 152 74 115 725 158 98 132 124 144 85 94 1733 134 549 237 132 146 94 703 68 855 86 126 145 124 115 116 94 110 113 96 80 254 83 65 734 169 118 109 84 62 60 415 97 101 356 113 99 733 153
internal_value=0 -0.00165607 0.00174062 -0.00216208 0.00715604 0.00334007 0.0103006 0.0151707 0.000251744 0.0209866 -0.00287529 -0.00326961 -0.00150784 -0.00597628 0.00134694 -0.000298979 0.0112017 -0.00149864 -0.00650307 0.00196676 0.00560459 0.00385914 9.23085e-05 0.00699624 0.0126459 0.000300049 0.000259416 0.000316746 0.0153585 -0.0112782 -0.00828556 0.0167197 -0.00535178 0.0252687 -0.00691124 -0.00282599 0.00417757 0.000348768 0.00131288 0.00418947 0.00602542 0.000714883 0.00301019 -0.00029407 0.000117101 3.80245e-05 0.00122862 -0.000289173 0.00453522 0.00875886 -0.00481138 2.83532e-05 -0.00621459 0.00654701 0.0118679 -0.00571647 -0.00629231 0.00407202 -0.00629372 0.0185069 0.0220112 -0.00867348 -0.00708644 0.000205081 -0.00858652 -0.00323786 0.000214008 -0.00635626 -0.00706209 -0.00871402 -0.0084465 -0.00186729 -0.0112013 -0.0128703 -0.00866572 -0.00612997 -0.00170322 0.00624161 0.0134502 -0.0071965 -0.00969786 -0.00859819 -0.0102575 0.0256411 0.0030231 -0.0107479 -0.0116256 -0.0127504 -0.012143 0.000827621 0.0101733 -0.0139396 -0.012079 -0.0021403 -0.0147281 0.00380123 -0.0127991 -0.00620195 -0.0103567 0.00837528 -0.00370347 -2.20046e-05 -0.00242356 -0.00590011 -0.00219317 0.00576706 -0.0135289 0.00157079 -0.0134647 -0.0145929 -0.000441839
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is_linear=0
shrinkage=0.0227381


Tree=514
num_leaves=112
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split_gain=6.13555 9.97392 8.28768 8.05777 7.92981 10.5 8.52472 8.06564 7.81572 9.13968 7.69658 7.46672 11.0942 9.25653 7.41167 7.68705 6.58331 6.54793 8.59842 6.53028 7.61183 7.5694 8.01003 8.05749 6.70814 10.4472 11.0647 9.89687 8.02604 9.63759 9.65073 8.31446 7.94838 7.86083 11.6306 8.2276 7.86451 7.77017 8.99189 7.70603 8.7751 7.67439 7.63003 8.58621 7.36376 6.89636 6.74472 6.73065 9.68376 9.63341 9.14067 9.05064 8.99137 8.54176 6.43221 8.34062 6.40112 8.32285 8.28408 6.23129 6.22231 5.97073 5.91506 5.86984 8.35184 8.0345 6.42236 10.0038 7.39893 5.8632 5.85165 5.83226 5.80154 5.66627 5.52249 5.49563 6.27468 6.90777 6.55571 5.39528 5.28917 5.2878 5.12977 5.07739 5.93598 5.07419 5.0313 5.00035 4.96106 4.90433 4.85994 4.74038 4.59166 4.59124 6.00943 4.36562 4.22369 4.14529 3.97433 3.96541 3.79224 4.59299 5.18022 3.89983 3.75546 3.75753 3.48886 3.35155 3.25516 3.21417 3.17142
threshold=24802.125000000004 1181.5525448082592 -0.0049091281834989777 2.5000000000000004 0.0083337198011577147 0.0097500000000000017 0.027997368946671489 0.037833807989954955 276.50000000000006 0.007159523433074356 0.07280589267611505 0.011013481300324203 -0.012920716777443884 1879.6359134615388 0.71374121166389692 4.0287474332648872 0.74939897843792458 -1.0000000180025095e-35 0.15908947429785683 -2892.4999999999995 0.0031323451548814778 -770.49999999999989 0.0065500000000000011 481248.00000000006 943.13125632736308 -1633.4999999999998 0.012129366863518955 0.0053534146863967189 0.83340000000000003 -0.0047001184429973355 0.061650000000000003 0.87940911010837175 1.0000000180025095e-35 1.0357199518329645 -1046.4494949494947 9.5000000000000018 -0.0041820954065769902 -2502.4999999999995 7.8740230296521698 2637226.6425000005 0.70706970361793686 91017.750000000015 3.5000000000000004 0.0019339641439728441 0.17980000000000004 -0.022478309459984299 11.500000000000002 7.5000000000000009 45.500000000000007 -13790.499999999998 1.1480368265370282 -2417.4999999999995 1.0226867429531357 3.5000000000000004 0.012973212637007238 0.014429552014917137 -0.01869476959109306 0.21489853713893703 0.0012162906932644548 6.5000000000000009 -0.055065527558326714 11.500000000000002 0.065798852592706694 1651950.0000000002 5.5000000000000009 0.87940911010837175 0.033056370324749569 0.58705624252094146 -0.017722199670970436 -1550.9444444444441 -0.051514329388737672 -1473.4999999999998 -672.49999999999989 0.80064927942557629 0.99999797053511696 0.42724026346624294 0.013224333059042694 0.41560655605289476 0.43121149897330602 -0.019204492680728432 0.010388000000000003 -7411.4999999999991 -0.016732037998735901 -1022.4999999999999 0.79650954450245015 0.026531596668064598 0.037750000000000006 0.92605021128511067 0.16860186660079896 0.02107883989810944 30.809090909090912 -1089.4999999999998 0.013767389959597509 -0.015118863899260758 -1091.7888888888886 162562.50000000003 962.81521615218878 0.014718913938850166 461.89460076345955 0.058550000000000005 18.503012048192776 2200034.4750000006 0.43384745792380691 16.500000000000004 31487.681250000005 0.021469477564096454 -0.012417724356055258 0.0050876673776656398 5980.7748875598099 8.5000000000000018 0.10415000000000001
decision_type=8 10 2 10 2 10 2 2 10 2 2 2 2 10 8 2 10 10 10 8 2 10 10 2 10 10 2 2 8 2 8 10 2 10 10 2 2 8 10 10 10 8 2 2 10 2 10 8 10 2 10 8 8 10 2 2 2 8 2 8 2 2 2 8 10 10 8 8 2 10 2 10 10 10 10 10 2 8 2 2 2 2 2 8 10 2 10 10 10 2 8 8 10 2 10 10 10 2 8 8 10 10 8 10 10 2 2 2 8 2 8
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Tree=517
num_leaves=112
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decision_type=2 10 10 2 10 2 2 2 2 8 2 2 10 10 2 8 10 10 10 10 10 8 8 10 2 2 2 2 8 8 8 2 2 8 2 2 10 2 2 10 8 2 10 10 8 2 8 8 2 2 2 10 10 10 8 2 2 2 8 2 2 8 10 10 2 10 2 2 10 10 2 2 10 2 8 8 2 10 10 10 2 8 2 10 10 10 10 8 2 10 2 10 2 2 10 10 2 2 8 2 2 10 2 8 10 2 2 2 2 10 10
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leaf_count=256 918 176 227 315 66 135 165 448 95 1853 721 541 142 360 236 350 144 588 79 167 212 373 371 592 256 1206 208 86 321 252 300 122 261 362 170 315 406 134 292 515 93 426 568 98 346 1618 605 680 20421 7371 101082 12444 3070 574 272 2560 450 171 472 1731 892 9363 193 75 308 474 188 135 404 229 167 93 299 94 157 2852 276 480 3050 79 1270 161 134 518 663 125 306 844 1264 332 141 1072 177 248 502 177 231 159 289 216 85 340 135 141 238 135 725 144 95 212 123
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internal_weight=0 11485.9 1587.69 1550.39 422.387 367.588 250.034 179.928 1128 387.584 740.417 263.522 164.922 117.554 78.3029 66.3448 203.019 125.951 196.653 33.945 966.877 68.6418 52.1994 898.235 88.6981 809.537 152.605 66.3876 656.932 286.711 54.9328 10519 86.2172 249.045 476.895 370.22 177.124 193.096 53.6465 9989.02 44.5627 28.5064 111.556 44.2336 9982.26 8956.36 1239.14 1181.99 1151 7717.22 6996.46 1168.64 5827.83 1025.9 80.9705 944.928 787.739 157.189 135.053 314.335 473.403 720.758 95.5372 57.1504 49.9417 54.7988 37.3062 529.963 350.757 104.695 75.728 34.9188 25.0075 246.062 227.17 212.26 40.8092 179.205 158.524 162.708 204.811 67.5143 397.824 189.106 208.718 93.9489 114.769 162.082 625.221 70.1062 171.859 134.708 37.1511 21.8688 79.0712 31.1595 65.5677 190.932 29.8455 41.9163 19.3121 131.366 31.3411 25.1561 47.656 47.2015 204.442 30.1271 19.8426 38.9716 18.6567
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is_linear=0
shrinkage=0.0227381


Tree=518
num_leaves=112
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split_gain=6.75075 12.1977 10.2045 11.0874 12.3226 14.2024 11.9439 11.0721 10.7387 10.6725 11.7181 10.2275 10.2885 10.1501 9.93715 9.93238 9.9175 12.5187 10.7272 9.18781 9.15809 10.6799 8.99636 8.70048 9.60649 11.1403 11.2324 12.7443 10.6346 9.401 10.3794 12.0177 11.553 9.83277 9.3771 9.26161 8.53775 8.51593 10.0501 9.60537 8.67573 8.38778 8.34745 8.52197 9.55948 8.28491 10.6903 8.25548 8.22109 8.40879 8.03853 7.93369 7.8059 7.7987 7.6378 7.69511 7.55589 9.18423 8.1754 7.48166 8.36837 7.47131 7.45694 7.44419 7.29445 7.20665 7.20623 8.84598 7.96924 7.22092 8.79224 7.21765 7.00789 6.92753 6.85834 13.6224 6.96744 6.78965 7.95251 9.27687 9.04342 7.13787 6.73095 6.70536 6.77292 6.68953 6.53178 6.52362 7.11671 6.51838 6.51122 17.3138 8.39536 6.50923 6.47927 9.06261 6.46435 7.17927 6.43932 6.43576 6.80142 6.34774 6.68161 6.34475 6.32674 7.80663 6.20326 6.14519 6.81356 6.01568 8.23184
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decision_type=10 8 10 8 2 10 10 2 10 10 10 2 10 10 8 2 10 2 2 2 8 2 8 8 8 2 10 10 8 10 8 8 2 10 8 2 8 2 10 2 10 8 8 8 10 10 2 10 8 10 10 8 10 10 2 2 2 2 10 10 2 10 8 2 10 8 8 10 2 2 10 10 10 10 2 10 8 10 2 2 2 10 10 8 2 2 8 2 2 10 10 10 8 8 8 8 10 2 2 2 2 10 8 10 10 2 8 2 8 2 2
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shrinkage=0.0227381


Tree=521
num_leaves=96
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split_gain=6.1952 5.71105 11.3994 8.3897 6.38206 8.73389 8.94787 9.35981 10.8763 9.65142 12.8063 13.2149 11.7545 8.52543 8.18339 7.5464 7.64363 7.79961 8.4831 7.63188 7.06829 6.65761 6.53272 8.17449 6.89126 6.29045 6.26179 7.49087 6.13892 5.93692 11.0899 6.31704 5.69097 5.67603 5.67399 6.98925 6.02075 5.46754 9.01098 5.46647 5.51914 5.46108 5.42232 5.34228 5.33451 5.18153 5.05341 8.37057 11.7352 8.72625 7.29262 7.5678 7.5569 7.09567 6.21533 8.85558 15.1433 7.31562 6.35659 10.6288 5.78677 4.969 4.54515 5.95069 4.3366 3.99273 3.97048 3.89271 3.79429 6.70321 3.7574 3.66012 3.52274 3.51329 3.41438 3.14266 3.11526 3.10659 3.05524 3.05329 2.47629 2.377 2.32653 2.31102 2.1905 2.0928 2.08998 1.8691 1.79955 1.75738 1.24677 1.13979 1.06263 1.00341 0.95805
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decision_type=10 8 8 2 2 8 2 2 10 8 2 2 8 10 8 2 10 8 2 2 8 2 8 10 2 2 2 10 8 10 8 8 2 10 10 10 2 10 10 2 8 8 8 2 2 10 10 2 8 2 10 10 2 2 8 2 2 2 8 8 8 2 2 2 10 8 8 2 10 2 2 8 2 2 2 10 8 8 2 8 2 2 2 2 2 2 2 2 10 2 8 2 8 2 2
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leaf_count=96 79 75 84 141 2380 169 89 242 83 677 1055 197 2672 189 81 174 365 1751 620 116 594 75 3607 465 177 100 688 72 79 976 91 181 1130 320 90 130 952 153 94 103 84 81 1246 231 89 118 9962 1358 1643 4101 1152 832 434 2234 6702 2265 2476 1147 118309 1738 17323 1405 179 115 126 148 144 137 96 83 133 85 90 138 75 61 136 246 162 299 312 99 104 230 121 72 90 174 74 76 86 137 93 456 137
internal_value=0 0.000144006 0.00335492 0.00090589 7.35235e-05 0.00151124 0.00102113 0.00246603 -0.00247223 0.0036243 0.00629353 0.000277951 0.00949776 0.00551315 0.00810579 -0.0013696 -0.00265599 -0.000362536 -0.00276512 -0.00677479 0.0054547 0.012123 0.000841342 -0.00131359 0.00534498 0.00784149 0.00445823 0.00700635 -0.00176065 -0.000105916 -0.00389867 0.0075834 -0.00654677 0.0105069 -0.00611694 -0.00719514 -0.00827208 -3.47359e-05 0.00668794 0.0117667 0.0156224 0.0152532 -0.00453574 0.0108526 -0.00567383 -0.00885676 -7.23144e-05 -0.00240547 0.00113197 0.00504018 -0.00503436 0.00360661 -0.00658862 -0.00617216 2.83678e-05 0.00245195 0.00496434 -0.00101661 -9.58391e-05 0.00223067 -0.000234735 -0.00866507 -0.00759514 0.00237221 -7.58053e-05 0.00372472 0.014924 0.0120792 0.00276033 0.00585891 0.0189568 -0.00217641 -0.014243 0.010433 -0.0115454 -0.00641068 0.00680707 -0.00491858 0.0118228 0.0192457 0.022224 0.00137043 -0.00211449 -0.00649554 0.000596864 -0.00287195 0.00565883 -0.0108788 -0.00687353 -0.00212061 -0.00521858 -0.00715285 0.0125145 -0.0150277 0.0150962
internal_weight=0 13047.8 271.653 219.522 12776.2 1410.56 1322.23 823.971 154.69 669.281 336.083 120.049 216.033 51.237 88.3374 498.256 411.996 270.649 194.734 141.348 75.9149 62.4136 333.198 229.483 103.715 56.3283 86.2601 73.5333 163.194 11365.6 200.855 29.1533 103.453 57.6369 171.701 161.998 155.835 11164.8 53.6022 38.863 29.5772 50.6624 105.162 35.9235 86.3026 85.426 11111.2 451.502 194.576 128.49 256.927 37.4369 219.49 66.0853 10659.7 511.814 294.669 217.146 10147.8 564.411 9583.44 124.957 45.1011 13.7758 45.7851 18.0269 14.9691 52.1309 76.8915 53.1938 37.5119 25.9238 50.6738 37.4449 31.3253 15.3135 9.70285 15.8964 41.2716 24.0619 28.6312 13.1505 11.7513 20.0329 8.56911 14.1843 16.3905 40.5175 10.5974 9.28573 27.4757 12.7268 5.64626 22.7562 39.0752
internal_count=201056 200031 1728 1358 198303 19163 17888 11221 2129 9092 4166 1252 2914 650 1275 6667 5115 3139 2371 1976 768 885 4926 4072 854 346 1552 1326 1012 179140 4275 562 1479 1008 3713 3394 3264 174865 809 656 486 706 2222 400 554 1248 174056 21716 9336 5744 12380 1984 10396 3592 152340 8268 4741 3527 144072 8440 135632 1770 1025 294 301 231 235 370 458 317 526 390 1042 221 731 250 319 318 246 383 393 180 179 315 200 327 206 253 255 170 175 226 183 531 274
is_linear=0
shrinkage=0.0227381


Tree=522
num_leaves=112
num_cat=0
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split_gain=5.7192 8.88412 8.32773 8.16317 7.49639 8.07364 7.63762 7.15123 7.91284 7.86077 9.70706 7.47076 7.09752 9.04527 6.96157 6.20748 6.12705 7.95108 10.0766 13.1599 10.8398 9.7376 10.594 10.6448 11.0654 8.74181 9.31987 9.37761 7.86948 10.7141 8.11942 8.62211 7.8015 12.8201 10.1415 7.76363 7.98438 9.06028 7.75724 13.0222 8.89168 7.94923 9.55489 9.11344 8.62839 7.91701 7.89758 7.74034 7.73707 8.79964 7.87703 9.96769 7.2339 12.2008 7.51482 10.4643 9.37546 8.84754 10.2601 7.18141 7.16759 13.616 11.1458 9.69887 8.89072 9.54752 8.38643 8.9173 8.55483 8.36537 8.86496 7.708 7.9512 7.43575 11.135 9.82588 7.43219 9.28012 11.6032 8.09478 8.75162 8.35707 7.56148 6.91786 6.90524 6.90267 8.13122 6.83769 7.87199 7.74568 8.66199 6.82857 10.628 6.70377 6.67909 6.83965 6.67273 6.65303 6.66518 6.53032 6.36995 6.2869 6.26828 7.79698 6.19054 9.00584 6.06977 6.04259 5.99803 6.83835 5.90098
threshold=-382.49999999999994 0.012202733661979439 23611.477635868378 3.5000000000000004 0.0083817751146852987 0.98864936420731542 11.539230769230771 421773.30000000005 -3990.4999999999995 0.053706534206867225 0.0024854633957147603 0.31625196675460893 0.044046098840769786 0.069599762236841153 14.500000000000002 2.5000000000000004 41.500000000000007 4.5000000000000009 -0.0060183426830917588 0.30056087146903615 0.066250000000000017 13591.701915986376 -294.84523809523802 9.8014084507042281 -3461.5142307692304 0.57884827077371415 -0.0030851881019771095 -1596.1833333333332 0.0071222952101379642 -0.0085444240830838663 -88.499999999999986 1.5000000000000002 0.00072856669430620979 -0.0028658135561272498 -0.011298178695142267 7.5000000000000009 0.98585000000000012 -267.95454545454544 -0.078154630959033952 0.17477361680025646 -0.0058290997985750428 0.1081019151161305 0.020205796696245674 9.5000000000000018 0.14769760690894337 -0.038549873977899544 198607.12500000003 -0.090447396039962755 0.54981639612110655 0.03965553522834396 0.10520000000000002 -0.012689657509326933 0.12125000000000001 -0.025659139268100258 0.0055096303112804898 0.030485409660875776 0.2070160505003393 -0.016430658288300034 1.26223241343781 5.5000000000000009 0.023451383225619796 -917.64583333333314 28.500000000000004 -1966.4999999999998 0.04268323443830014 2.5000000000000004 31070.250000000004 -0.017646385356783863 0.0031588415149599318 67346.678571428594 0.10573591189219382 -0.024323571473360058 -0.0094207571819424612 0.25061896621158036 -645.49999999999989 -0.021567021496593949 -1309.1180555555554 -1616.9285714285713 0.0073063001036643991 -1132.3205128205125 0.070143807679414763 0.0069360000000000003 0.053967585787177093 0.66434648145258113 -0.0026441948721185322 0.12695000000000004 -2061.4999999999995 0.013250000000000001 3.5000000000000004 -0.015254465863108633 83710.76785714287 11.626225490196079 -0.013687515631318091 0.010244939941912891 0.0095500000000000012 53.500000000000007 11.500000000000002 0.0071266412269324073 0.82665868379568963 5.9930601977224649 0.011587901040911676 -0.021248932927846905 -1135.4999999999998 -387.11249999999995 0.034150000000000007 22705.830474808306 -1927.4999999999998 0.060529395937919624 -821.49999999999989 0.29703110404315808 0.017221842892467979
decision_type=2 2 2 2 2 10 10 8 2 2 2 8 10 10 8 2 2 2 2 2 10 2 10 10 10 10 2 10 2 2 8 10 2 2 2 2 10 8 2 10 2 10 2 8 10 2 8 2 8 10 10 2 10 2 2 10 8 2 10 10 2 10 2 10 2 8 10 2 2 8 10 2 2 2 10 2 10 10 2 10 2 2 2 8 2 8 8 10 2 2 10 10 2 2 8 10 2 2 10 2 2 2 10 8 10 2 8 2 8 8 2
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Tree=525
num_leaves=82
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split_gain=5.918 7.49972 7.17623 10.7006 7.12638 9.16147 6.99687 6.68468 18.9623 10.7731 8.22083 8.02393 11.1056 8.25466 10.4463 7.51718 7.34657 7.00412 6.94464 6.69421 6.65428 6.95512 6.55709 6.80637 6.52261 6.45548 6.36707 6.26128 9.10312 6.20125 8.23853 8.66166 7.62058 7.51196 6.59525 6.1386 5.9432 5.75942 6.59485 8.44138 7.29933 5.39796 5.37402 5.33647 4.88485 4.53702 4.52553 4.39494 5.08983 4.10056 4.06258 3.86586 4.41587 3.85407 3.78402 3.5011 3.45934 3.44391 3.44078 3.47725 3.34483 3.3178 3.27775 3.27045 2.92863 2.73657 2.64378 2.51961 2.2234 2.11976 2.11537 2.0943 1.94736 1.67815 1.53665 1.32637 1.2067 0.81747 0.80112 0.726494 0.130476
threshold=-2860.4999999999995 0.026443580615301391 0.017679607495665554 609.99651995931902 0.17947211177112485 -0.073414146900176988 29996.976929006389 0.028778343831596668 0.028079910298212014 979025.10750000016 0.97395000000000009 1.5000000000000002 699750.00000000012 0.003156606806442142 -824.22499999999991 6.5000000000000009 0.023705000000000004 30359.250000000004 0.0093093384057283419 0.99224833861026962 1062.5000000000002 0.13358205852078017 0.063150000000000026 0.24623688282094611 0.21950000000000003 9706.8150000000023 525.92187500000011 1.5000000000000002 -0.0031478924211114641 0.81648886379459806 0.29088420998057213 -0.051514329388737672 0.029709000000000003 0.041997468098998077 -1740.7083333333333 -1028.9499999999998 -0.0010669497423805294 11.500000000000002 2330.5000000000005 -1321.6458333333333 0.52697465286849976 0.029709000000000003 -0.047104377299547188 -0.060702009126543992 0.034893982112407691 3257.9550000000004 -184.49999999999997 -0.049856396391987794 -1186.4999999999998 259921.12500000003 -0.041376687586307519 1.0000000180025095e-35 103.47471191869444 335250.00000000006 -2027.4999999999998 51566.207250000007 -60.499999999999993 0.0061832931824028501 0.020652137696743015 5.5000000000000009 0.14710000000000004 1.0000000180025095e-35 -1321.6458333333333 0.037150000000000009 0.37732559932871507 0.20930000000000001 -0.025273686274886128 0.0097461179830133932 -2481.4999999999995 18603.001696674208 -1501.4772727272725 -0.00541031640022993 0.023333729244768623 0.84807692307692317 -0.024617586284875866 -0.01405108207836747 0.0061956758145242938 35.993055555555564 -2353.4999999999995 78.500000000000014 0.023705000000000004
decision_type=8 10 2 10 10 2 2 10 10 10 10 2 10 2 10 8 2 10 2 8 10 10 8 2 10 8 10 8 2 8 10 2 2 2 10 8 2 10 10 8 8 2 2 2 2 10 10 2 8 10 2 10 8 10 10 8 10 2 2 2 10 10 8 8 2 8 2 2 10 2 10 2 2 10 2 2 2 10 10 8 2
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leaf_weight=5.1137438565492621 2.9960771277546874 11.101128973532466 6.9862352218478945 4.4813415193930277 4.5609515472315252 5.3474907344207168 4.9815324693918219 9.6591030247509497 16.885814956389371 10.575508749112489 3.8947470095008612 5.3497561244294092 5.706296174786984 2.9817989836446932 33.998240715358406 3.953915542922914 4.8711194917559597 20.406461213715378 4.8909046743065128 4.2130460487678665 4.4503705138340619 14.272048698738216 6.4578455747105208 4.4979427023790759 3.7101070815697303 55.907598788850009 6.9914163565263143 6.6273353099822989 8.645290757063778 703.82999684289098 4.9314749976620069 817.57536407513544 170.2801039069891 2.5408472456037972 104.32229010853916 26.405672390945256 10.709739692974832 19.57721764780581 364.24300962686539 1686.5969183295965 8400.9957653190941 4.2679511010646811 5.2941307649016371 2.6186639803927383 5.2184384763240796 12.781598894856876 4.2899545128457239 5.5654657520353794 104.28079150384292 9.4169504363089782 47.882913738489151 5.0473237927071741 47.663648569490761 8.3649299889802951 5.8599095093086344 3.0803338168188921 14.380195395555345 6.8653195099905133 6.1733233435079482 11.663449843414126 5.2306480621919027 5.9677191600203505 9.8506140271201712 8.5743412636220455 7.1016629142686725 4.6650950759649286 32.073765859007835 8.2088450035080296 5.9440787248313409 6.5755183324217787 3.3858876987360409 5.1542010568082297 3.1465709824115029 5.4527589008212081 15.812315218150616 11.695423211902378 5.6891428446397176 2.5324223116040221 10.091035128571093 10.205855967942627 5.5728956423699847
leaf_count=104 83 262 102 87 63 102 122 159 173 193 84 76 147 69 749 97 89 299 109 86 93 311 107 76 88 1137 103 144 127 10872 199 13812 3407 96 4221 515 265 124 8112 20647 123019 91 88 64 109 207 80 119 2325 162 869 90 1285 132 116 59 207 146 99 234 107 146 203 281 154 91 1188 96 117 98 85 96 77 102 244 261 79 40 195 202 86
internal_value=0 5.63882e-05 -0.00315242 0.0047096 -0.00462531 -0.00728162 -0.00845586 9.42246e-05 0.00310616 0.0153946 0.00157714 0.000922529 0.00695574 -0.00116882 0.00274458 0.0132474 -0.0031713 0.0163979 0.00725101 0.0230989 -0.00544419 0.000195577 0.000640028 0.00422431 -0.0055695 0.0102095 4.16278e-06 -1.41374e-05 0.00957415 -4.13958e-05 -0.00161544 -0.000936349 -0.000410936 -0.00704163 -0.00888375 0.00511223 -0.00456865 0.000123492 9.7484e-05 -0.00106469 0.00036002 0.0147214 -0.007941 -0.0100394 -0.00984205 0.00941782 0.00514542 -0.0110283 -0.0121914 0.0133954 -0.00910466 -0.0104551 -0.012211 -0.00407981 0.0015594 -0.012501 -0.0131867 0.00251024 -0.00472151 -0.00896096 0.0219394 -0.00865512 0.0016356 0.00704193 -0.00177634 0.00891199 -0.0140585 0.0170517 0.0120784 -0.0083944 0.0116424 0.00325889 -0.0154712 -0.00839648 -0.00961824 -0.00966324 0.0178924 -0.016734 0.0192627 -0.0116596 -0.0111864
internal_weight=0 12784.5 295.63 43.6633 251.967 165.289 160.175 12732.8 361.315 46.6674 20.4143 314.648 75.8462 238.802 126.285 45.1479 30.6983 39.4416 82.6094 26.2531 112.516 56.8235 86.6781 65.3357 43.6761 67.0087 12371.5 12364.5 26.5132 12338 1162.73 1042.37 987.855 120.369 109.254 40.6777 15.6006 11175.2 11155.7 2050.84 9104.83 18.8403 51.742 48.7459 147.518 39.4873 12.6574 135.434 124.226 27.8877 54.5102 55.6928 50.6454 25.8484 11.2074 43.4518 118.661 12.0838 24.823 17.8368 25.6371 39.966 13.8045 11.1152 11.5996 9.53621 40.8331 16.8541 9.83883 21.3423 8.36742 9.36725 37.7528 19.3906 21.1621 16.1458 18.4707 34.6062 14.5724 14.7668 13.9378
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is_linear=0
shrinkage=0.0227381


Tree=526
num_leaves=112
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split_gain=6.18182 9.4302 12.7489 9.6502 9.78942 9.63986 10.1285 8.29693 9.37105 8.12249 8.11056 7.69063 7.68793 7.6666 8.79964 7.88691 7.37468 7.06103 7.69283 7.03663 11.7451 10.0448 6.92339 8.13402 7.43847 7.67999 7.305 11.7336 6.90587 6.89664 6.63724 7.31456 11.2317 7.67698 6.65779 6.60128 6.46766 9.5507 8.70141 6.29643 8.24378 6.81718 6.18081 6.09994 9.37024 8.06182 6.05152 5.92448 5.81074 12.2257 6.00514 6.36494 5.79265 5.74192 6.422 9.34985 7.13822 5.72197 5.696 5.69252 5.62958 5.60186 6.82962 7.58939 8.51058 6.71717 7.25707 9.09698 9.0712 12.8647 8.19056 7.1978 7.15565 6.86765 9.3763 6.59224 6.53539 8.70535 6.14256 6.08894 6.68856 5.82267 5.59662 5.59438 5.48964 5.83251 5.4475 5.43655 5.39128 5.2976 5.2396 5.18144 5.16099 5.12973 5.05227 5.02687 4.97698 4.86739 4.85518 4.69747 5.08121 5.33034 4.65707 4.65258 4.59973 4.55451 4.54143 4.54002 4.48172 4.29163 4.24302
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is_linear=0
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Tree=529
num_leaves=103
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decision_type=10 2 8 2 2 2 8 10 8 8 8 2 8 10 8 2 2 8 2 10 10 10 2 2 8 10 2 2 8 10 10 2 10 2 2 10 10 2 2 8 2 2 8 10 8 8 8 2 10 10 2 10 2 10 2 10 8 2 10 10 8 2 10 2 8 10 2 10 2 2 2 10 10 8 10 10 10 8 10 10 10 10 10 8 10 2 2 10 2 2 2 8 8 10 10 2 2 2 8 2 2 8
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leaf_count=139 122 109 69 118 87 108 65 154 755 149 92 98 99 108 440 84 649 263 958 521 265 241 2007 136 1850 123 1318 225 635 1833 385 214 440 3481 4795 693 59 75 2574 10543 39417 1091 2263 449 1734 1158 15336 3618 630 1546 23699 2280 7907 835 1795 3344 2789 4527 311 109 948 272 219 1522 560 196 37732 107 2315 93 242 98 66 114 96 126 69 122 146 87 104 113 60 438 111 98 159 95 92 109 77 121 328 973 91 109 84 102 184 54 188 256
internal_value=0 -0.00411466 -0.00634239 0.00363151 0.000143988 0.00359874 0.000994391 0.0101161 8.36613e-05 0.0135362 0.00591688 0.0084083 0.0119104 -0.00459875 0.01549 -0.00421956 0.000109385 -0.00111241 -0.00293593 0.000956124 0.00345916 -0.00504089 0.000623032 0.00398648 -0.00132519 0.00826014 0.0112326 -0.00606351 0.000828838 -0.0016245 0.00359541 0.00520675 -0.00238992 -0.00348073 -0.00690765 0.011869 0.014842 0.000267633 -0.000726603 0.000193526 0.000576039 0.0055392 0.0114886 0.0149812 -0.00303958 0.00161418 0.000504174 0.00470762 -0.00252323 -0.00355371 0.000455112 0.00156355 0.00401674 2.74287e-05 0.000667205 -0.00400722 -0.000785072 -0.00587592 0.00330562 0.00730269 0.00503476 0.0132966 -0.00424895 0.0014102 0.00356246 0.00597729 -0.000105 0.0121852 -0.00174344 -0.00658532 0.00903159 -0.00850084 -0.00821535 0.00565208 0.0183807 0.0179164 -0.00878163 0.0058882 0.00215949 -0.00936335 -0.0114677 -0.0105103 -0.0049909 -0.00901405 -0.00184143 0.0070836 0.00855547 -0.0115241 -0.00143925 -0.0125484 -0.00275223 0.000747398 -0.0128972 -0.013658 -0.011696 -0.00397828 -0.0134682 -0.00544846 -0.0100107 0.0113384 0.0222723 -0.00929733
internal_weight=0 161.172 126.384 34.788 12907 212.857 159.166 53.6913 12694.1 44.9207 84.3941 68.9207 52.0198 74.7715 43.522 15.4734 12666.8 1446.53 702.468 248.214 200.58 454.254 744.065 269.611 474.454 41.6227 75.1969 416.23 199.284 125.383 148.355 38.0246 432.831 381.37 391.547 70.3269 57.2118 11220.3 2653.68 1904.09 8566.58 194.594 73.4432 64.9339 749.592 1252.58 929.169 323.409 651.511 560.227 8371.99 2324.55 614.044 6047.44 1710.5 653.155 244.237 408.918 96.4372 63.2562 51.4614 32.1766 33.181 121.15 91.284 123.408 5924.03 21.5809 90.3823 50.9287 30.7681 47.6346 112.049 24.6828 35.8155 30.936 44.596 14.3355 30.1754 106.119 39.8174 96.8966 16.4437 27.3198 13.1151 18.6791 26.2556 90.2014 8.29687 83.3777 16.9008 15.5737 29.0223 75.908 22.6317 10.8577 19.5703 11.4964 11.7774 12.1073 21.1598 8.50934
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is_linear=0
shrinkage=0.0227381


Tree=530
num_leaves=102
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split_gain=7.5316 5.68868 7.11021 6.30542 7.69186 6.44871 5.22566 10.0923 7.48267 7.86354 7.94522 13.8713 11.5204 7.39488 8.84306 14.4332 9.85898 9.14589 9.9655 9.42597 8.53083 8.05902 9.24366 9.41324 8.22233 7.77357 7.59935 7.53051 7.98351 7.32654 7.26168 7.0769 6.97185 7.94497 10.7216 11.4437 12.5103 16.4414 9.01019 7.59324 6.74489 6.65433 6.57039 6.53759 10.6591 12.4841 12.022 13.3253 7.97303 7.267 6.87121 8.84184 7.04767 7.02638 6.86512 6.75561 6.49215 6.40455 6.07124 6.06881 5.96417 5.22198 7.10382 4.91964 4.64797 4.39868 4.21684 4.68659 4.17708 4.08146 4.07054 3.78521 3.61585 3.3717 3.26032 3.20615 3.34333 3.18845 3.15608 3.09383 3.08598 2.90004 2.86122 2.84322 2.73163 2.5665 2.47953 2.46557 2.09287 2.07537 1.97162 1.96715 1.79251 1.74552 1.69531 1.75989 1.72903 1.19975 1.00644 0.388432 0.352463
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internal_weight=0 13046.6 63.5595 12983 495.642 419.497 362.238 172.314 76.1447 143.625 82.5405 61.0843 189.924 125.018 83.5319 12487.4 275.328 94.8018 61.6169 27.1012 12212 291.049 277.191 77.9919 199.199 178.356 33.1849 180.527 166.041 14.4855 70.0246 11921 85.3617 60.2745 43.8712 19.8326 11835.6 186.063 168.727 17.3357 11649.6 96.2308 41.4858 11553.3 122.096 41.4729 31.6923 65.5108 43.9449 21.7826 22.5811 111.852 25.0872 57.2594 27.5082 64.9061 34.5157 12.1637 22.0866 28.6892 27.4031 17.9615 60.2129 10.6339 16.4033 20.2656 22.1623 10.5684 48.8816 9.97737 10.2447 24.5383 20.8424 24.1098 15.3445 29.7512 14.5188 25.0001 44.6406 7.32261 9.1316 14.2917 41.9672 21.3747
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Tree=532
num_leaves=82
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threshold=1.1052668259422072 0.023350948358186564 0.81534090909090928 14249.250000000002 300.97475564667883 1.0000000180025095e-35 -0.10534194111824034 0.63637807797162693 0.027109519578516487 2.5000000000000004 0.77460000000000007 0.010171830188483002 1.0626447771343239 1041.8020685331674 0.034851770848035819 0.040950000000000007 -0.020145530812442299 0.69397993311036799 8.5000000000000018 1604.7975000000004 0.33366561529644612 1.5000000000000002 47.568788501026702 121725.00000000001 -2438.4999999999995 0.0075234640389680871 -1082.9285714285713 -0.013070192188024519 0.018542120233178142 0.0025690417969599371 -2295.4999999999995 -2134.4999999999995 -552.95454545454538 23852.250000000004 -2878.4999999999995 3.8040534562181647 -0.047926632687449448 0.0091647105291485804 0.70870660416877873 0.35067567567567576 -0.016287197358906266 0.45080645161290328 668.26416929996151 0.15415000000000004 0.19700000000000004 80957.250000000015 6.5000000000000009 0.038946480932802494 0.029533585432771053 -0.0054867907892912618 0.024381938390433792 0.999999258021113 0.027940706488188579 57.192334017796036 -1932.8285714285712 0.99999788370313392 0.017511921003460888 0.0054587689228355893 0.18350168350168353 -2082.6458333333326 454972.50000000006 0.23978472063849277 10.500000000000002 -0.00058344207354821254 0.50862068965517249 -0.033057071268558495 13615.605000000001 9.1512662559890501 8.5000000000000018 32647.500000000004 85130.31491883118 0.86325949498225041 0.26327678305450003 -0.054564476013183587 0.0091647105291485804 75672.520312500012 -2313.4999999999995 207000.04640625001 -1271.4999999999998 103226.62500000001 0.0078815696761012095
decision_type=10 10 10 10 8 10 2 8 2 10 8 2 8 10 2 8 2 10 8 10 10 10 2 10 2 2 10 2 2 2 10 10 10 10 8 2 2 2 10 8 2 10 8 10 10 8 10 8 10 2 2 8 2 2 8 10 2 2 8 10 10 8 10 2 8 2 10 2 2 10 8 10 2 2 2 10 8 10 2 10 2
left_child=2 64 5 -4 -5 19 56 12 9 53 -11 -12 21 16 26 -16 17 -14 -18 34 -21 22 24 25 -8 -23 -15 62 29 31 -30 33 76 -29 35 36 72 67 59 40 41 42 -36 44 -42 -43 50 48 -48 -49 51 -41 -52 74 -39 -45 -7 58 -33 69 79 -31 -3 -24 -2 -10 78 -38 -61 -37 -59 -62 -1 -40 -9 -64 -32 -66 -67 -6 -60
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leaf_weight=6.966701207682493 8.045208655297758 9.8939652843400854 11.171506436541675 9.3506527543067914 10.891772307455538 10.106432063505055 46.450104987248778 10.620586942881348 4.590139381587508 4.7886063959449556 17.85534070618451 4.8913985081017008 57.156370271928608 7.1020553968846789 12.313293993473051 22.667375855147839 914.40255960263312 52.643818884156644 185.56671340949833 14.643942061811684 24.906285740435123 185.76930330879986 17.349897935986519 10.690778009593485 35.01382690295577 82.699842074885964 30.546623380854726 13.6658683558926 24.801516337320209 11.097924521192907 7.8801383078098297 12.653144707903264 14.139973346143959 14.660957010462878 52.090869433246553 5.0747640747576943 31.736592867877334 7.515704870223999 2.5688211191445589 7277.9789695078507 1183.0428164729383 10.083405426703392 59.906215963885188 40.024546553380787 38.04140837257728 59.392052415758371 215.35376050602645 538.82105159759521 278.29738879203796 771.08089736104012 52.771794901229441 86.136549008078873 127.85731716360897 3.8507722700014702 20.530518464744095 6.021866667084395 12.17716492898762 10.445793986320494 22.787273732945323 8.851541478186844 6.3178956024348762 18.77936597913504 11.32407843321562 19.13572091050446 10.922498142346742 13.088778397534044 3.753044079989194 9.0690648467279953 48.432255443185568 8.9244289491325599 10.979726206511261 11.277183761820195 9.4937354344874603 3.7602903563529244 4.2157507380470625 7.9833525558933607 7.1357654295861739 8.0550878364592773 2.6938936463557175 24.135839443653822 11.688479960896073
leaf_count=95 97 59 119 73 91 88 567 312 150 159 469 155 624 158 101 195 10733 697 2176 95 127 2137 281 142 356 1270 565 130 239 122 100 107 80 118 565 74 623 181 104 120195 12239 87 761 576 554 607 4028 9133 4613 12636 983 2993 1942 144 519 124 93 100 166 135 66 161 129 273 204 459 93 239 995 167 74 152 121 132 111 79 70 126 61 171 86
internal_value=0 0.00358901 5.19557e-05 0.00572828 0.00909238 1.56136e-05 0.00114636 0.000946333 0.00712605 0.0135286 0.0212413 0.0254273 0.000652505 0.00144221 0.00786557 -0.00193783 0.00100379 0.00607091 0.00045481 -0.000167316 0.00787565 -0.00187422 0.00226422 -0.00363821 0.00594771 -0.00444163 0.0156411 0.00501926 0.00641032 0.00341222 0.0120163 0.00784549 0.00174021 -0.00281776 -0.000202492 -0.00405753 0.000329037 -0.0030005 -0.00843127 -0.000141137 -0.00138243 0.00249265 0.00601791 -0.00195046 -0.00159947 -0.00322703 5.23055e-05 0.00119615 0.00402669 0.000110118 -0.000222177 -0.000335502 0.00420327 -0.000948332 0.00551143 -0.00954185 0.0122164 0.0120746 0.0155344 -0.0103248 0.0117095 -0.00950377 -0.00308924 -0.00552581 -0.00605093 -0.00547193 -0.00883448 -0.00879197 -0.012822 0.00088405 0.00219468 0.00149076 0.010507 0.00655781 -0.00685587 -0.00813119 -0.00755485 -0.010034 -0.0129402 0.0155369 0.0191636
internal_weight=0 236.94 12844.7 73.1449 61.9733 12771.5 1772.14 1749.86 70.3483 46.2225 27.5353 22.7467 1679.51 1282.4 72.6293 34.9807 1209.77 109.8 1099.97 10999.4 39.5502 397.109 117.95 279.16 81.4639 268.469 37.6487 209.917 180.716 126.759 53.9574 96.8812 29.1559 28.3268 10959.8 162.924 85.3123 68.8519 77.6121 10796.9 1448.6 181.473 111.997 1267.13 1221.08 69.4755 9348.3 1803.55 493.651 1309.9 7544.74 7364.12 180.629 18.6871 28.0462 46.0464 22.2836 68.5544 47.1289 71.283 52.6227 29.8773 29.2014 36.4856 27.0228 24.1259 19.5357 40.8057 57.2838 13.9992 21.4255 17.5951 16.4604 6.32911 14.8363 19.3074 15.0159 18.9776 15.7827 35.0276 34.4758
internal_count=201131 2247 198884 672 553 198212 22569 22388 2113 1350 783 624 20275 15249 1019 296 14230 1321 12909 175643 222 5026 1477 3549 923 3407 723 1820 1553 1064 489 781 250 248 175421 3385 1778 1562 1607 172036 15513 2020 1326 13493 12793 694 156523 30410 8641 21769 126113 123188 2925 567 700 700 181 533 359 1371 480 283 267 554 427 763 613 862 1130 241 174 218 216 236 423 208 170 330 520 262 252
is_linear=0
shrinkage=0.0227381


Tree=533
num_leaves=112
num_cat=0
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split_gain=6.01324 8.94767 7.40695 9.32128 8.95317 13.6009 9.9269 7.97287 12.6529 9.29293 8.14196 9.54246 7.4035 7.60579 11.0407 13.0709 10.8358 9.95935 8.12513 7.16045 6.51796 6.47915 7.73148 6.09513 7.04445 9.46149 7.67388 7.27632 6.82443 10.8488 9.22042 11.4329 11.6386 9.35793 8.54166 10.8211 9.28236 9.22634 8.39947 7.95711 7.60211 12.3941 9.34234 7.55919 9.93968 7.42799 11.1322 9.26327 8.05729 7.95531 14.5266 7.16198 7.1092 6.32628 6.28996 5.86179 8.39044 7.24877 6.50644 5.65144 6.13 5.63579 5.63175 10.1904 7.24348 7.02607 6.71095 5.95142 5.47845 5.47045 6.13427 8.04764 6.09019 5.41986 5.25534 5.09569 6.03677 5.8435 6.17523 5.72085 5.87105 5.06261 4.97297 5.64058 5.5772 4.89581 6.4333 4.84892 4.82077 5.9456 4.98101 4.77764 4.66351 4.62099 4.59393 4.54269 4.47089 4.40239 4.18923 3.98725 3.97185 3.84129 3.84008 3.94984 3.60602 3.58217 3.43853 3.36874 3.33993 3.28927 3.0853
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decision_type=8 10 8 10 10 2 10 2 2 2 2 8 10 10 8 8 10 2 2 8 10 10 10 8 10 2 2 8 8 8 2 2 8 2 10 10 2 2 2 2 2 8 2 8 10 10 2 2 2 2 10 10 2 8 8 2 2 2 10 8 2 2 10 10 8 8 2 2 2 8 2 10 2 2 8 2 2 10 2 10 10 2 2 10 10 2 2 2 8 8 2 2 8 2 2 10 10 10 8 2 2 2 2 10 8 2 2 10 8 2 2
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Tree=536
num_leaves=112
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split_gain=5.52119 5.7162 11.9749 10.8461 12.4461 11.4276 10.2907 9.97944 10.7782 12.744 9.77238 9.5188 9.4019 11.6281 11.2383 8.8827 9.43568 8.33365 9.04649 8.30893 8.78841 7.78569 13.222 8.29186 7.75511 7.82182 9.65532 9.28603 9.17444 8.79911 8.02067 7.72372 7.63793 7.60642 7.58918 9.79789 7.57761 7.57028 9.67074 9.57525 11.4061 9.70872 8.75724 8.65983 8.61011 9.82935 7.92869 7.48047 7.56136 7.92973 8.01513 7.82834 7.75668 8.13508 7.47786 7.29505 7.45933 7.27548 7.14997 7.0791 7.03386 6.95382 6.61348 9.46077 8.57833 7.64187 7.04518 6.99554 6.78905 6.6063 6.60528 10.5386 8.11777 9.5603 8.20187 6.5501 8.08124 7.45983 6.54202 7.22204 6.83917 12.9211 6.441 7.34447 6.39578 6.32929 6.27894 6.24343 6.03469 6.0295 7.94159 7.57967 7.03429 6.13613 5.96328 5.93953 8.72909 7.03516 5.89663 5.81617 6.73485 8.2499 5.74704 5.69294 5.65227 5.31394 5.27993 5.23491 5.12977 5.03468 5.00784
threshold=32.584531143052708 0.0023781047202646737 0.0013380602467805149 -491.49999999999994 0.11703347774956481 0.0049267741851508626 1447.5000000000002 5.5000000000000009 -910.95833333333314 15.500000000000002 0.014604489319026472 -0.020382278598845002 -0.015316769946366547 0.0021691740257665519 5.3038461538461545 0.29405908304482498 0.62472869357881622 0.59293871879600846 0.14855000000000004 0.88162334096345818 23.500000000000004 0.027115286327898506 0.017351689748466018 0.98535000000000006 22.500000000000004 -0.021180951036512848 445.47871521791399 0.006979152327403427 1.0000000180025095e-35 0.35918616961747524 0.032879190519452102 45.500000000000007 16.77308238636364 0.0068000000000000005 34.500000000000007 -0.013889514375478028 0.029347565758585076 0.015012718737125398 0.30023382886806954 0.0044962686952203521 -1070.4999999999998 1.5000000000000002 0.16046497970819476 -0.035567354410886758 -0.044678898528218262 711.8529110276545 0.95955275721149691 136.50000000000003 -2502.4999999999995 25.575187969924816 0.01727225445210934 808893.00000000012 -0.039414966478943818 35.500000000000007 5.7016234616391737 -0.0090492554008960707 0.24552878354483898 0.012211709748953583 14.500000000000002 -0.021876497194170948 -0.0085692629218101484 0.0054916383232921371 0.015477414708584549 3.3469011495640619 -0.0064356180373579255 348890.00000000006 -0.011682682670652865 0.031761826947331435 -0.055229756981134408 0.034195257350802429 0.013171242550015451 -0.017646385356783863 -2199.4999999999995 10016.44775936352 0.0048317715991288432 42.183436002737857 15.500000000000002 0.0085882321000099199 0.2782067404286544 0.099176274214115887 348890.00000000006 -0.0088622444309294206 0.030664546415209774 -3461.5142307692304 0.015520645771175625 -0.041464110836386674 0.21525096525096529 6.5000000000000009 7.5000000000000009 81186.750000000015 0.020479500000000001 0.21629254455235467 0.24621212121212124 -0.0106547181494534 1.5000000000000002 0.49818885180064271 -460.49999999999994 0.48261367514845854 -644.97222222222206 0.031213805079460148 -400.96428571428567 0.0049500000000000004 0.7027000000000001 0.008745499999999953 -0.00011192078090971334 0.1106815248842664 1.0445931771896084 0.13226895034313205 0.014718913938850166 -0.014834250789135693 -0.0043576250318437806
decision_type=2 2 2 2 8 2 10 10 10 10 2 2 2 2 8 10 10 10 10 10 10 2 2 8 10 2 8 2 2 8 2 10 10 10 8 2 8 2 8 2 8 8 2 2 2 8 8 10 10 10 2 2 2 10 10 2 8 2 8 2 2 2 2 10 2 8 2 2 2 2 2 2 10 2 2 2 2 2 8 2 10 2 2 10 2 2 8 10 10 2 2 8 10 2 10 2 2 10 8 2 10 10 10 2 2 10 10 2 2 2 2
left_child=1 2 3 7 84 11 10 47 21 57 31 -6 13 15 -15 62 -17 18 -13 20 -11 22 36 -23 25 26 99 30 29 -29 58 -7 -26 34 95 -36 -9 38 44 43 41 -41 46 109 45 -27 -40 48 52 51 -51 -50 53 -1 -19 103 -57 59 -28 -10 -54 -21 63 66 -65 -66 68 -68 -3 -46 71 75 74 -74 -73 76 -16 -77 79 -64 87 -82 83 -49 88 -85 -32 -80 -5 91 93 -72 -92 -91 -34 96 97 -4 -81 100 101 -14 -24 -37 -45 -97 -8 -42 -99 -39 -105
right_child=-2 12 33 4 5 6 106 8 9 19 -12 17 24 14 70 16 -18 54 -20 61 -22 23 102 -25 32 37 27 28 -30 -31 86 -33 94 -35 35 55 -38 39 42 40 107 -43 -44 104 69 -47 -48 82 49 50 -52 -53 60 -55 -56 56 -58 -59 -60 -61 -62 -63 78 64 65 -67 67 -69 -70 -71 89 72 73 -75 -76 77 -78 -79 80 98 81 -83 -84 85 -86 -87 -88 -89 -90 90 92 -93 -94 -95 -96 105 -98 108 -100 -101 -102 -103 -104 110 -106 -107 -108 -109 -110 -111 -112
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leaf_weight=32.774850644171238 39.738306045532227 11.340482811443506 16.501413736492395 19.181039500283077 28.759370546787977 51.273144534789026 47.697958771139383 29.794029663316905 16.112313486635685 39.170464348047972 38.516076458618045 254.02121282694861 42.863898811861873 29.544491767883301 66.00639581028372 109.16284566372633 9.0119729116559011 13.508511179592459 27.262588927522302 77.834839936345816 148.86045997124165 15.885129229165612 42.792830492369831 33.54090182390064 80.292996367439628 96.251158829778433 29.633405415341258 57.078904301393777 16.50863574212417 19.087819049134851 9.8984988029114884 11.349014687351881 19.879786059260368 19.273338646395132 15.88011711835861 8.0209669917821866 453.93770312238485 4.60395563207567 267.31195537745953 56.220265035983175 105.02229398488998 28.146085674408823 31.736168742179871 122.76937522180378 1038.3771960381418 92.93814805150032 142.33541035652161 6.7258472656831136 3050.2755690822378 310.7787234201096 255.53756642341614 673.48352769063786 269.80615427345037 11.163603983819483 31.408508998341858 9.8493931391276401 70.779595234896988 17.816414332017303 46.131105339154601 59.568093196023256 988.68025906383991 51.029843792319298 11.430370739661155 11.822282056324182 20.589391666464511 5.5908111948519936 553.76859700400382 21.91851410176605 162.94221818167716 257.02675038576126 11.69426931999624 114.6386902295053 159.19236915418878 263.2298451862298 50.686810195446014 30.810865629464388 13.50775205157697 47.429590668529272 247.57389777991921 16.446162078529596 28.937713421881199 46.556506123393774 17.624900132417679 7.2357844170182934 10.651883270591496 147.27905769832432 40.361549173016101 109.64823700860143 93.008179951459169 70.11240632366389 77.349403697066009 14.585770681966094 35.204983708448708 109.61131363315508 13.286372974514959 18.320145468693227 13.682481142925097 102.17426453344524 11.887495405972006 25.407604891806841 23.079681793227792 8.8309311158955079 11.368626927025614 11.385056147817524 104.53602074831724 21.889652189798653 7.5050621815025798 23.8858962059021 33.649893164169043 12.507293934002517 17.749315486755222
leaf_count=361 1254 112 198 154 434 776 806 481 124 418 544 2754 593 360 590 3639 202 426 399 743 1980 220 600 438 1299 1645 453 939 233 237 205 208 229 374 212 124 6283 103 3586 1231 1575 597 296 2569 22460 1723 2470 142 45644 6116 5200 12654 4084 164 1038 61 1214 128 870 429 14529 442 82 208 374 118 6050 259 1714 4454 110 1421 1625 2492 588 387 128 609 2536 140 256 488 314 118 71 2866 587 1112 714 855 1344 199 401 1502 195 333 157 1587 90 331 258 151 167 192 1948 296 59 170 489 215 297
internal_value=0 9.45663e-05 -0.000298124 -9.90682e-05 0.00272399 0.00427615 -0.000821974 -0.000366659 0.00172375 0.00450999 0.0034429 0.00648795 0.000670528 -0.000352327 0.00139245 -0.00173644 -0.00748082 0.00759567 0.00901058 0.00219238 0.00514818 -0.000260117 -0.00109732 0.00766336 0.00156685 0.00181518 0.00511669 0.00770993 0.0128906 0.0159237 0.00332017 0.00855684 -0.00405921 -0.00430296 -0.00513677 -0.000826283 0.000173546 0.0013567 0.00197995 -0.00125408 0.00222112 0.00831152 0.00490303 -0.00425895 0.00108766 0.00550716 0.0058085 -0.000730063 -0.000579349 -0.000117268 -0.0026029 0.000265876 -0.00209065 0.00652393 -0.00128894 -0.00333085 -0.0069485 0.011519 -0.00142165 0.0143161 -0.00243365 -0.00217275 -0.00115083 0.000130342 0.0100733 0.0159213 -0.000481958 0.000742831 -0.00437239 0.000410142 0.000949771 -0.000229664 -0.00163881 -0.00329325 0.0025422 0.00483372 0.00908538 4.1012e-05 -0.00325163 0.00484869 -0.00407598 0.00196376 -0.00519959 -0.00664416 -0.00359364 -0.00780371 0.00963175 -0.00536857 -0.00534328 0.00364344 0.00249431 0.0126579 0.00699495 -0.000514943 0.00436164 -0.00778576 -0.00960017 -0.011145 -0.001981 -0.000706328 0.00258003 0.00683197 -0.0109166 0.00435 -0.00550751 7.66025e-05 -0.00804673 -0.00203531 -0.0127634 0.00862154 0.00865807
internal_weight=0 13050.6 7762.38 7403.22 634.143 511.301 156.341 6769.08 997.712 410.392 101.138 354.96 5288.24 2472.23 1093.6 1378.63 118.175 326.201 281.284 316.896 188.031 587.319 537.893 49.426 2816.01 2702.55 318.882 218.7 92.6754 76.1667 126.025 62.6222 113.459 359.156 339.882 133.664 483.732 2383.67 1925.98 457.691 213.275 84.3664 441.384 244.417 1484.59 189.189 409.647 5771.37 5592.5 4290.08 566.316 3723.76 1302.42 43.9385 44.917 117.784 80.629 93.4968 75.7645 75.6804 1258.49 128.865 1260.45 787.972 38.0025 26.1802 749.97 575.687 174.283 1295.4 1064.06 745.502 587.748 422.422 165.326 157.755 79.5141 78.2405 472.48 39.764 432.716 75.4942 178.866 161.241 122.841 154.515 50.26 357.222 112.189 318.558 292.278 26.28 112.554 179.724 33.1662 206.218 166.008 152.326 28.3337 100.182 74.7745 51.6948 54.1615 37.1553 227.305 40.2098 55.203 128.908 135.824 17.1112 29.1344
internal_count=201429 200175 118562 113028 8383 7444 2393 104645 12453 4264 1528 5051 81613 29991 12611 17380 3841 4617 3153 3583 2398 8189 7531 658 51622 49899 4857 3524 1409 1176 2115 984 1723 5534 5160 2100 6764 45042 36634 8408 3573 1828 6352 4835 30282 3368 6056 92192 88752 69614 11316 58298 19138 525 1464 1888 1275 681 1323 553 18613 1185 13539 8835 700 492 8135 6309 1826 26914 12251 7840 6126 4117 2009 1714 718 996 4704 312 4392 744 3440 3126 939 2984 792 3648 868 4411 4102 309 1745 2357 424 3060 2431 2274 230 1333 1002 744 767 613 4517 629 865 1745 2076 318 489
is_linear=0
shrinkage=0.0227381


Tree=537
num_leaves=112
num_cat=0
split_feature=38 38 58 214 211 40 14 58 16 219 187 86 215 187 16 182 133 134 162 60 203 58 218 182 17 167 136 152 203 195 40 219 181 93 209 225 191 203 191 210 93 13 135 202 213 43 136 202 209 15 225 229 211 215 14 219 78 227 217 145 41 86 211 191 178 151 214 215 145 219 213 185 152 176 178 212 190 230 176 215 43 190 66 215 8 80 136 136 227 131 233 35 187 155 217 227 203 215 178 217 202 223 205 183 211 230 152 132 14 219 132
split_gain=5.82335 10.672 9.38537 8.29922 11.8223 7.95051 7.7367 12.3953 7.68707 10.124 7.59447 10.3267 8.13729 7.56546 16.1946 8.3989 10.2998 8.77603 8.23769 8.07549 7.84196 7.51895 9.5389 7.97027 7.60333 8.73901 7.3781 7.36688 7.30149 9.17818 10.9563 10.3035 9.83497 8.51777 11.7189 8.65441 8.38102 10.438 11.6161 10.274 8.92041 9.20413 8.5405 8.36637 10.7875 8.30367 8.51478 7.92345 7.63635 7.58467 13.2241 12.1836 11.4901 10.5376 9.39425 10.0955 8.75994 11.0363 8.54611 10.1747 8.48281 8.18468 8.17404 8.17226 7.98844 7.79092 7.54347 7.52443 7.47503 7.4506 8.23964 7.41893 7.39575 7.31518 8.68599 7.82061 7.34753 7.26825 7.41858 7.32079 7.22233 7.04531 6.8455 7.32387 6.73695 6.73647 6.59151 6.57841 6.36927 6.51733 6.35467 6.32816 6.21821 6.11946 6.51856 8.42569 7.11754 8.79287 7.57288 6.54163 6.20481 6.10444 6.04826 10.7285 11.2489 10.0612 8.23149 7.26154 6.95802 9.38893 10.172
threshold=41.500000000000007 8.5000000000000018 0.98835000000000017 0.051822913810610778 -0.00056373365805484344 0.47903224244426013 0.0038154999999999504 0.98135000000000006 -1463.4999999999998 -0.01038767024874687 9.7085355987055042 0.13125000000000003 -0.023241673596203324 6.2506983240223475 -3687.4999999999995 -1475.9374999999998 0.1431349545548139 0.31352741502420839 0.58944158127429302 0.033350000000000012 -0.021378926001489159 0.97935000000000005 0.020332591608166698 -699.18333333333328 -2640.4999999999995 0.059714795008912663 3.4987998661594379 690912.18750000012 -0.078154630959033952 19.66811594202899 0.44907724644507846 -0.010795066598802803 174781.12500000003 -1788.4999999999998 -0.019254357554018494 -0.012051174417138098 16.500000000000004 -0.011409773025661705 18.500000000000004 0.0035857139155268673 -1.4999999999999998 1.5000000000000002 0.12041122147917145 -0.060554986819624894 -0.0096998279914259893 0.13065000000000002 1.4276037944827609 0.16630785912275317 -0.022615017369389531 -12441.499999999998 0.0079085174947977083 -0.003870196756906807 -0.015121402218937872 -0.0011695094872266052 0.013083500000000001 0.022202848456799987 0.13540000000000005 -0.010167871136218308 0.029860529117286209 282.69774783725387 0.60669678243265945 0.0064500000000000009 -0.021134000271558758 14.500000000000002 0.20256410256410259 1321.5000000000002 0.002185789518989623 0.0074994752649217853 770.6790173678819 -0.0097752446308732015 0.017344860360026363 4522.8610588235306 33394.556250000009 10.500000000000002 0.53410852713178303 -0.014174218755215405 83.500000000000014 0.012755824718624355 10.500000000000002 0.0024904385209083561 0.081550000000000025 63.500000000000007 0.062900000000000011 -0.011013664305210112 448902.00000000006 0.076300000000000021 2.2066467218623655 0.44521047007249953 -0.012419938575476406 0.29259205327786836 0.017601608298718933 1.0000000180025095e-35 7.5884438881935763 433872.41687500005 -0.031966511160135262 -0.019495067186653611 0.084791649132967009 -1.0000000180025095e-35 0.27429467084639503 -0.016373378224670884 0.15053837746381762 -0.012720481492578982 -0.02991944923996925 -289.49999999999994 0.030515601858496669 0.016795901581645015 500032.12500000006 0.044142619923677719 0.018825500000000002 0.005090538179501892 0.048441274287747374
decision_type=2 2 10 2 2 8 2 8 2 2 8 10 2 10 2 10 10 8 10 10 2 10 2 10 2 10 10 10 2 8 10 2 8 10 2 2 8 2 8 2 8 2 10 2 2 10 10 2 2 2 2 2 2 2 2 2 8 2 2 10 8 10 2 10 8 10 2 2 8 2 2 8 8 10 10 2 10 2 8 2 10 10 8 2 10 10 10 10 2 10 2 2 8 10 2 2 2 2 8 2 2 2 2 10 2 2 8 8 2 2 10
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Tree=540
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split_gain=6.02564 6.76203 11.6597 8.54422 8.95078 6.32245 5.98132 5.24928 5.20201 6.88132 5.46446 9.74557 5.06745 9.05865 8.20161 6.85159 6.54502 6.79869 7.11688 6.32711 6.24384 6.13227 5.82063 5.37007 4.60804 8.74352 7.00686 5.84756 4.92334 8.94653 10.346 9.98634 7.89328 11.3975 9.3119 4.80148 4.52409 4.39411 4.67415 4.21749 4.17212 4.14895 3.90795 3.58538 3.37531 3.37336 3.20124 3.17978 3.16118 2.95031 2.84767 3.28026 2.66724 2.53254 2.35389 3.10249 2.91711 2.16163 2.40665 2.15796 2.14928 2.07398 1.62906 1.43917 0.909507 0.697862 0.64574 0.628374 0.219087
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is_linear=0
shrinkage=0.0227381


Tree=541
num_leaves=112
num_cat=0
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split_gain=5.29641 5.78339 5.10493 10.9636 10.2071 9.57116 9.8859 9.31931 8.59235 8.56176 12.439 10.4081 8.82781 8.52555 8.43328 10.1891 8.77794 8.28274 11.3767 10.0593 8.53363 8.20374 8.02223 11.3091 8.00143 7.97912 9.85586 9.00836 7.9877 8.03854 7.80429 8.78229 7.5767 7.84516 7.54205 11.7881 7.90897 9.52517 7.51611 8.75848 7.91174 7.5084 7.45827 7.68526 7.34686 7.2844 7.22156 7.09054 6.97017 6.88424 8.64194 7.49514 6.84194 6.75926 6.5862 6.5628 6.5296 6.43582 12.2175 11.2432 9.78698 8.78157 8.66201 8.38398 8.77944 9.01024 8.85221 8.75999 8.25538 9.11318 7.8863 7.85886 10.1689 8.37218 7.57903 7.51585 6.8703 6.38195 6.46949 6.34722 6.33606 6.25693 6.17831 6.10142 7.00303 7.16243 6.0845 5.99054 7.45347 7.5154 5.88327 5.60533 5.95434 5.55493 5.53874 5.53735 5.49862 5.38547 5.3458 5.27868 6.92735 5.21463 5.13257 5.11247 5.26427 4.98251 4.95645 5.38197 4.89889 4.75807 4.70554
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decision_type=10 2 8 2 2 10 10 8 2 2 2 2 2 10 8 8 2 8 2 2 2 8 2 8 2 10 2 10 10 8 2 10 2 2 10 2 10 10 8 2 10 10 2 8 2 2 10 2 2 8 8 10 2 2 2 2 10 2 10 8 8 2 8 2 8 2 8 10 2 2 10 10 2 2 2 10 8 2 10 2 2 2 10 2 2 10 2 10 2 8 2 2 2 8 2 2 8 2 2 8 10 2 2 8 10 2 2 2 8 10 2
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Tree=543
num_leaves=112
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decision_type=10 8 10 10 8 8 2 10 8 2 10 10 10 2 10 2 10 2 2 2 2 10 10 8 10 2 2 2 2 8 10 2 8 2 10 10 2 10 2 10 10 2 10 2 2 10 2 8 8 10 10 10 8 8 2 10 10 8 2 2 2 8 2 8 10 10 2 2 2 8 8 2 8 2 2 2 2 2 2 2 10 8 10 2 2 10 2 2 10 10 8 2 10 8 8 2 10 8 8 10 2 10 10 2 8 2 2 2 8 2 8
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leaf_count=563 155 11728 120 138 385 194 106 88 418 3662 87 516 386 366 460 232 221 392 99 1586 125 124 1956 489 3565 220 548 717 504 286 225 764 178 170 418 575 778 420 1167 438 283 1033 265 547 595 182 243 167 125 302 291 144 347 171 1659 229 85 690 402 529 381 590 4007 7845 290 462 1461 9843 1277 146 1320 1335 20165 1357 549 581 1696 11756 591 540 1474 2646 870 2369 561 1739 2415 7653 11825 701 355 631 111 376 150 1810 563 13753 11417 792 8764 1256 207 1388 3858 140 1127 829 6813 2119 1954
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internal_weight=0 1670.11 55.3752 1614.73 1455.53 207.895 182.067 56.6879 33.3489 11374.8 117.824 73.4464 51.4969 125.379 1247.63 113.747 66.7021 53.6316 34.4865 1133.89 738.383 726.924 692.237 395.505 279.062 207.996 111.395 86.3783 71.0658 34.6864 116.443 105.9 11257 661.13 513.318 147.812 295.582 147.142 107.548 86.591 148.44 119.141 29.2986 217.735 46.1385 49.1371 39.594 12.9758 14.2371 36.1613 47.0453 44.378 33.9974 159.203 146.38 135.012 21.78 42.4508 22.0263 198.313 145.386 108.356 10595.9 6106.55 2580.89 665.469 556.968 506.342 50.6264 108.501 84.8338 1915.42 1440.51 474.917 88.8005 386.117 940.859 499.648 4489.33 2818.1 872.136 451.272 134.423 420.864 294.51 1945.96 304.94 1641.02 1615.01 150.602 3525.66 276.799 57.8149 41.6102 218.984 157.246 3248.86 2165.08 1083.78 149.477 2015.6 1027.01 56.771 316.849 1671.23 1592.51 1214.08 439.967 774.112 378.429 177.124
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is_linear=0
shrinkage=0.0227381


Tree=544
num_leaves=107
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split_gain=7.84437 8.52065 7.83442 6.92252 6.77354 6.46864 13.2381 6.08987 5.99294 9.73391 11.6399 10.5942 10.1222 9.57591 11.0042 9.37058 9.30884 9.10704 10.7115 8.28745 8.10893 10.3451 7.90389 7.81638 10.0549 9.29521 10.6879 8.85044 10.0496 11.7481 8.38312 7.42601 13.7559 7.55589 7.3344 6.89022 9.93478 6.69366 11.8422 9.17088 8.5515 8.17619 9.59462 8.09034 8.2003 8.10082 7.98614 7.48353 7.28728 6.82667 6.78844 6.66671 6.27461 10.3413 7.00142 6.25413 7.16216 6.23013 6.13967 5.93617 5.50222 5.41376 5.33423 5.1015 5.07457 9.99587 7.15439 6.04183 9.13331 6.56488 4.95567 4.93564 4.92097 4.73002 4.72924 4.48114 4.4051 4.36363 4.32419 4.0968 3.90898 3.86295 3.83622 3.59738 3.53743 3.50634 3.13761 3.11831 3.27843 3.0553 2.94429 2.74543 2.65245 2.617 2.57191 2.55957 2.54206 2.47174 2.38789 2.03381 1.78868 1.74781 1.37706 0.899608 0.843503 0.694874
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internal_value=0 5.8514e-05 0.000899241 0.00294051 0.00509542 0.00852508 0.0118653 0.00143836 0.000338709 -0.001071 0.00619841 0.0078886 0.0112142 0.00937164 0.000723942 0.00633047 0.00252364 -0.000996546 -0.000162569 -0.000480203 -0.00182898 -0.00674114 -0.00132421 -0.00194796 -0.00235257 -8.69071e-05 -1.45657e-06 -0.000127376 -0.00213997 -0.000350099 0.00501837 0.000252579 -0.0055164 -0.00105766 0.00826001 -0.000258669 -0.000600779 -0.00352523 0.00656743 0.00575785 0.00254591 -0.00486581 0.0163049 -0.0023179 0.00132164 0.010046 -0.0033751 0.0157814 0.00557929 0.00973959 -0.0083291 0.000149152 0.000231435 -0.00333415 -0.0055976 -0.0013754 -0.00362336 0.00456468 0.00283089 -0.00263702 -0.00274794 0.000523758 -0.00227699 -4.9884e-05 0.00144184 -0.00543414 0.00201235 0.000960202 0.00124621 0.00159577 0.000865763 0.00430356 -0.00359398 0.00361517 0.00766085 0.00138409 0.00208707 -0.00213697 0.000888226 -0.000700782 0.00868172 -0.003969 -0.0055916 0.00134698 0.0118644 0.0141715 0.0154848 0.0094325 0.00535661 0.00841147 -0.000998005 -0.00931641 0.00930288 0.00457885 -0.00394841 -0.00840513 0.00895586 0.0120844 0.018875 0.00169652 0.00172832 -0.00688535 -0.00842263 0.00775946 -0.0102029 0.00848717 0.00420878 -0.00707715 -0.0095104 0.00883078 0.00240107
internal_weight=0 13029.7 2707.47 975.152 528.875 267.015 166.142 261.859 446.277 382.277 113.032 64.0003 54.6772 89.7395 312.763 80.4868 100.873 79.3568 10322.2 8049.83 1810.27 158.786 1651.48 1425.93 1358.81 6239.57 6177.52 6034.53 952.007 628.387 142.991 5082.52 323.62 65.4416 56.1628 1732.32 1646.44 358.574 38.1124 85.8789 225.545 320.462 37.331 148.827 96.8785 30.4759 66.4026 41.5455 67.128 77.5495 51.9486 5026.36 1287.87 277.89 191.405 232.277 170.941 61.3361 52.4085 1327.81 78.286 1254.81 306.635 245.682 948.173 67.0269 881.146 2272.38 2153.84 2014.14 1595.38 418.758 139.699 45.4023 205.783 1483.09 1239.19 243.9 212.975 190.977 195.818 118.545 112.291 41.141 70.2643 141.81 130.481 68.1875 147.259 97.5711 49.6878 71.1497 33.2802 28.9091 72.7414 147.28 19.0391 21.5164 35.9064 22.3243 86.4857 89.6363 83.7207 30.9933 124.956 72.5137 58.1967 94.2968 75.0113 54.9663 19.2855
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is_linear=0
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Tree=546
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split_feature=149 225 170 231 119 193 119 207 143 226 5 231 224 193 190 41 39 155 174 7 213 38 205 5 80 229 179 133 180 135 230 177 149 198 161 212 230 135 122 58 181 38 225 145 149 133 131 229 217 198 145 51 122 190 217 141 219 53 31 205 219 177 226 205 208 195 232 215 143 39 224 210 136 132 149 225 61 124 196 7 207 202 219 184 182 229 226 179 232 223 133 229 232 128 170
split_gain=5.53736 5.73128 8.53807 6.17209 6.5169 5.66648 5.47413 5.42065 9.6097 9.89188 7.9049 9.32274 10.9939 13.134 8.69964 9.14024 7.9286 7.82395 10.5028 9.25215 7.81548 9.26568 9.77671 7.89623 7.6939 7.61935 7.19315 7.04531 12.9023 7.73993 7.04524 7.52646 8.61584 10.9781 10.002 8.48718 8.36203 7.51011 7.20918 8.41344 7.13251 6.83308 6.7084 6.62265 6.29914 6.17062 5.94547 5.83842 5.38716 5.28445 5.23192 4.95836 4.82352 6.48743 4.82379 5.89305 4.41786 4.41543 4.1184 4.00101 3.88045 3.85118 4.65156 3.79337 3.64796 3.52866 3.41264 3.70114 3.63914 3.3172 3.19667 3.13968 3.13547 2.99886 2.99106 2.94058 2.91581 2.80237 2.73947 2.73775 2.59644 2.51933 2.43413 2.42385 2.20537 1.82938 1.75082 1.64748 1.23788 0.901622 0.748037 0.551953 0.498803 0.302999 0.26658
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decision_type=8 2 10 2 8 10 8 2 8 2 2 2 2 8 8 10 8 10 10 10 2 2 2 2 8 2 8 10 10 10 2 8 8 8 10 2 2 8 10 8 10 2 2 8 10 8 10 2 2 10 10 10 10 8 2 2 2 8 2 2 2 10 2 2 2 8 2 2 10 8 2 2 8 8 10 2 10 2 10 10 2 2 2 10 10 2 2 10 2 2 8 2 2 10 10
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internal_value=0 0.000104454 -0.00324894 -0.000515122 -0.00380574 0.000172777 0.00437775 0.000156045 0.000754767 -0.00683528 -0.000213627 0.000212505 0.0034933 0.00508003 -0.00143749 0.00445818 0.0144546 -0.00180867 0.000705741 0.00367305 -4.00201e-05 -0.000224137 0.00109319 0.0040095 -0.000924611 -0.00101408 0.00291972 -0.00264763 -0.000287472 -0.00372667 0.00088878 0.00110655 0.00170412 0.000699931 0.00310629 -0.000343884 0.0002281 -0.0026035 -0.00393328 -0.00572734 0.00384823 0.00570295 -0.00300433 -0.0110382 -0.00615974 -0.00555061 0.0113686 -0.00480404 -0.00642015 0.00862749 0.00592848 0.0028506 -0.00432998 0.00263003 -0.00661726 -0.00841403 0.00297604 -0.00980264 -0.00865639 -0.00553833 0.00912578 0.0124017 0.0155144 -0.00323081 0.00605133 0.00711648 -0.0101387 0.000535744 -0.0118684 -0.00956137 0.000755666 -0.013247 -0.0104618 -0.014348 -0.0114117 0.0119304 -0.013919 0.0199182 -0.0121582 -0.00131652 0.00415818 0.0111777 -0.0145569 -0.00521053 0.00598553 -0.00803348 -0.0156712 -0.0158685 -0.00268269 -0.00897796 -0.00654916 -0.0156131 -0.00667493 -0.0107913 -0.0167348
internal_weight=0 12903.7 249.659 180.701 109.183 12654.1 71.5178 12647.5 4824.62 76.247 7822.93 5807.82 407.198 344.629 2015.1 113.744 55.3783 1901.36 476.032 264.54 5400.63 5173.53 1794.29 227.098 3379.23 67.5714 289.25 1425.33 450.611 974.716 4748.37 4475.18 3168.34 1853.68 1314.66 1306.84 1197.35 273.187 244.814 200.791 44.0226 195.828 211.491 58.2341 109.497 49.374 46.1724 62.5693 88.6652 45.149 18.0128 11.4363 138.653 33.9761 104.677 91.3328 25.8356 36.7337 75.5 31.2696 18.1974 33.8765 26.6997 26.3688 20.5181 28.373 84.0006 12.5404 71.4602 68.9576 19.0473 65.8601 66.6185 46.7979 58.725 12.5341 44.4319 18.8786 57.8816 14.2931 13.3445 14.5045 60.5779 19.4716 8.30759 18.0612 56.1929 42.7274 10.6621 13.7951 10.0304 39.6604 7.10104 13.7943 34.0206
internal_count=200804 198107 3894 2710 1579 194213 1131 194131 90023 2077 104108 78591 5532 4732 25517 1400 706 24117 5212 2914 73059 70279 24190 2780 46089 962 4026 18905 4977 13928 87946 82035 63526 30931 32595 18509 16823 5911 5711 4601 1110 2305 2298 1672 1686 726 438 800 1248 615 405 360 2697 648 2049 1797 333 467 1086 475 236 482 384 516 331 200 1665 216 1449 1184 263 1319 999 1312 1085 267 788 275 855 297 252 214 1210 434 174 342 1135 1274 171 285 204 674 229 263 567
is_linear=0
shrinkage=0.0227381


Tree=547
num_leaves=108
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decision_type=8 2 2 2 2 2 2 10 2 8 2 2 2 2 10 8 8 10 2 10 8 10 10 2 10 2 8 2 2 2 10 10 8 2 8 2 2 10 2 8 10 10 2 10 2 2 10 8 2 2 10 2 8 2 2 2 10 2 8 2 2 8 2 10 8 2 2 2 10 8 2 8 2 2 2 8 10 10 8 2 2 10 8 2 10 10 2 2 10 8 2 2 10 10 8 10 2 2 8 8 2 10 8 10 8 2 10
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leaf_count=157 313 150 108 138 158 90 73 101 91 484 1640 939 191 80 503 1776 303 92 163 1479 451 139 3951 482 68 196 673 106 77 10490 135 2133 486 307 975 299 1021 1410 199 134 79 200 824 404 475 196 215 99 124 115 162 1326 147592 622 111 98 159 131 98 1170 255 290 131 98 167 539 430 74 128 91 1262 58 273 1211 113 135 148 186 162 110 207 111 140 179 68 2421 181 109 52 204 222 1386 132 177 96 52 718 93 88 157 118 137 78 281 158 309 68
internal_value=0 0.0102844 0.000140243 -0.00336339 0.00322121 -0.00229198 -0.00572732 0.00343667 0.000211539 0.00278856 0.000640822 0.00271896 -0.000533572 0.00866907 0.0104556 0.0130877 0.00170749 0.000120501 0.00843806 0.0124442 0.0188272 -0.00727487 -0.00302508 0.00503486 0.0107954 0.0176371 -0.00151062 0.0202089 -0.0106043 0.000162951 0.000223868 0.00501063 -0.00383241 0.00873399 0.0162483 -0.00363707 0.000495626 0.00451746 0.00667765 0.0121154 0.000140929 0.00605002 -0.00368837 0.00232382 0.0100497 0.0167621 -0.00857572 -0.0122566 -0.00755659 0.00152145 0.000100527 -0.00427027 0.000149106 0.015403 0.0166022 0.0137573 -0.00736598 -0.00830814 -0.00158022 -0.0107042 -0.00621416 0.0111635 0.00693964 0.0139713 0.0055211 -0.000172698 0.00646908 -0.0115235 -0.0121385 0.0116708 -0.00553034 0.00318599 -0.0102164 -0.0105385 0.0038015 -0.006061 -0.0136587 -0.0016788 -0.00971339 -0.0045284 -0.0071895 0.00995065 -0.00515765 -0.0085908 -0.0133353 -0.0145351 -0.0140374 -0.00506874 -0.00701126 0.0166784 7.24183e-05 -0.0147875 -0.00154377 -0.00849597 0.0197853 -0.0157966 -0.0102377 0.00599253 0.00395622 -0.00909132 0.00464696 -0.0153416 0.0126579 -0.00540059 -0.00474706 -0.00935053 -0.00512815
internal_weight=0 28.2977 13002.3 251.39 65.5852 47.4722 185.805 26.7531 12751 426.383 319.302 257.377 169.039 107.081 100.311 86.9234 28.2026 12324.6 88.3389 61.4414 40.3439 61.9244 143.732 32.0229 25.3069 58.7208 26.8975 50.0917 50.3077 12265.2 12079.6 197.035 58.3056 138.73 41.0454 185.553 105.231 97.6846 22.7253 23.5444 11882.6 72.0046 81.6862 38.7213 53.7219 18.7359 80.3229 53.1129 59.4019 19.6754 11810.6 121.609 11689 19.5798 19.1208 18.113 159.052 149.803 43.0884 106.714 32.5908 14.2178 22.4209 4.70524 11.6167 27.21 14.0389 39.7265 97.4661 7.50197 111.709 9.0546 25.0513 35.5803 6.64327 14.9701 41.2531 21.0975 26.4149 16.7788 20.1291 6.76835 18.2827 42.9649 37.0798 35.5991 80.2824 13.3876 13.1711 5.47775 8.62912 46.4697 17.1837 13.9848 2.90671 33.9115 12.0801 2.89002 4.51779 11.6014 2.6467 37.7648 13.0832 6.33307 5.72706 8.86984 4.80848
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is_linear=0
shrinkage=0.0227381


Tree=548
num_leaves=112
num_cat=0
split_feature=35 15 197 69 224 224 6 41 6 15 189 162 17 221 60 153 188 180 123 180 219 150 204 210 229 136 145 93 152 191 212 123 121 18 144 41 123 183 131 135 210 219 145 93 6 212 224 231 156 150 184 40 220 127 145 180 181 231 179 231 149 144 45 231 206 93 209 119 18 192 153 145 17 14 180 215 42 186 206 156 219 209 186 5 15 223 18 210 15 229 144 174 136 215 121 222 136 209 221 130 171 174 177 209 222 19 231 186 30 209 206
split_gain=5.486 14.8129 8.28293 11.0019 8.02759 8.82417 8.36585 8.247 11.6979 7.82244 7.63362 7.54599 7.51849 8.17741 9.22864 7.70317 7.51774 7.64014 7.40209 7.31909 7.15957 7.04557 6.99421 6.86661 6.85399 6.65175 6.5928 8.33045 6.47426 7.2234 7.15591 6.33386 6.32669 6.21395 6.20854 8.16814 8.68986 7.62821 10.3972 10.1525 9.10834 8.10458 7.6726 8.77384 7.51033 7.48921 7.22051 7.16276 6.52895 6.31152 6.39501 6.46443 6.22659 6.07137 6.01255 5.98589 11.3381 6.89202 8.25913 6.74061 5.9612 5.92208 7.7331 8.3022 5.86792 5.81234 5.64469 11.0567 9.66832 7.89085 7.56254 9.14089 7.1804 7.35697 9.36666 7.96307 7.10042 6.95184 6.94577 10.0719 10.0625 7.45468 6.91456 6.59952 7.07431 6.16952 6.14252 12.7046 7.12029 6.02401 5.61237 5.47615 5.38506 5.36013 5.29776 5.27716 5.21669 5.17775 5.15656 7.04128 5.16325 5.06978 4.97873 6.25132 4.85967 4.85515 4.83554 4.81985 4.76188 4.75339 5.19844
threshold=1.0000000180025095e-35 -12732.499999999998 1.0964934223196696 0.0035500000000000006 -0.011376204434782265 0.023163605481386188 511051.50000000006 0.45521539971942787 689053.50000000012 -21645.499999999996 0.20419135396093926 0.66325880010793092 -2446.4999999999995 0.013706510420888664 0.0018500000000000003 1147533.7500000002 0.81091721642902759 22703.703750000004 0.83472360532494949 5492.8215000000009 -0.0072703871410340062 -501.49999999999994 -0.020028200000524517 -0.0086701265536248667 -0.0039979491848498574 0.52733518189368678 973.34064780355322 -1481.4999999999998 47109.021428571439 32.500000000000007 0.0082745938561856764 0.99999683265254269 0.22429854621331871 -4392.4999999999991 -60.499999999999993 0.070817821750167056 0.99999739486606043 -2143.4999999999995 0.37910809975654475 0.22547004272448476 0.0060702520422637471 -0.010795066598802803 171.84416303821095 -248.49999999999997 526495.50000000012 0.017612963914871219 0.0091475411318242567 0.00021581202599918472 467223.36750000005 147.50000000000003 256845.75000000003 0.62434833289069114 0.0094911195337772387 14578.205119761968 16.352636287070982 8773.163638392858 44590.05000000001 -0.0012345730210654435 0.99998888901920291 0.0091210645623505133 370.11437908496737 -64.499999999999986 0.74500000000000011 0.0091210645623505133 -0.028909758664667603 -597.49999999999989 0.018283495679497722 1.0000000180025095e-35 -1079.4999999999998 160.36206896551727 674493.75000000012 920.31474083956118 -7653.4999999999991 0.0070670000000000012 8146.3275000000012 0.032712653279304511 0.083650000000000016 2607.0075000000002 0.08507885038852693 640160.5275000002 -0.017657684162259098 -0.022234548814594742 10665.967500000002 147298.50000000003 -22837.499999999996 0.012245019897818567 -408.49999999999994 -0.0072098213713616124 -9503.4999999999982 -0.0012257092166692016 -27.499999999999996 14.500000000000002 1.2515991923777761 -0.011500535532832144 0.24326168775716034 -0.0034443081822246309 2.2446587526612998 -0.014375698287039993 0.023137771524488929 0.2305115398591723 97.500000000000014 8.5000000000000018 0.59629629629629644 -0.017803602851927277 -0.0073114754632115355 6.5000000000000009 -0.0055771640036255113 4111.2450000000008 5.5000000000000009 0.013079986907541754 -0.046701524406671517
decision_type=2 2 10 8 2 2 2 10 2 2 8 8 2 2 10 10 10 10 10 10 2 8 2 2 2 10 8 10 10 10 2 8 10 2 10 10 8 10 10 8 2 2 8 10 2 2 2 2 8 10 10 8 2 2 10 8 10 2 8 2 10 10 10 2 2 10 2 8 2 10 10 8 2 2 8 2 10 10 2 10 2 2 8 2 2 2 2 2 2 2 8 10 10 2 10 2 10 2 2 10 10 10 10 2 2 10 2 10 2 2 2
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is_linear=0
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Tree=551
num_leaves=112
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decision_type=10 2 2 10 2 8 2 2 10 10 2 8 2 8 8 2 2 2 8 10 2 8 10 2 8 2 2 2 8 2 2 8 2 2 8 2 2 10 8 2 2 10 10 8 2 10 10 2 8 10 10 10 2 10 10 8 2 10 2 10 2 8 2 10 2 2 2 2 8 8 8 10 8 8 10 8 2 10 2 8 8 10 8 10 10 10 8 10 2 2 2 2 2 10 2 8 10 2 10 10 2 10 2 2 2 10 2 8 2 2 2
left_child=37 3 9 4 7 35 29 91 63 21 81 12 13 -8 16 -16 39 19 34 22 24 40 -14 -18 -4 -26 28 -28 -15 30 31 -5 33 -33 -19 36 -6 41 -39 -9 -3 46 43 44 -43 50 47 -1 75 55 51 52 -45 -46 -53 56 57 105 82 60 -31 62 74 78 103 66 -58 68 -57 -70 72 -72 -69 -17 -61 -49 77 -12 -7 -80 -32 104 -47 84 85 -44 -13 89 -89 90 -88 -2 -93 -20 -51 -96 -91 -62 -67 -85 -101 -40 -10 -52 -11 -48 -77 -34 -27 -110 -37
right_child=1 2 20 6 5 8 11 14 102 10 76 86 17 26 15 73 23 18 93 -21 -22 -23 -24 -25 25 108 27 -29 -30 59 80 32 107 -35 -36 110 -38 38 101 -41 -42 42 83 45 53 58 49 48 -50 94 64 54 -54 -55 -56 67 65 -59 -60 61 97 -63 -64 -65 -66 98 -68 70 69 -71 71 -73 -74 -75 -76 106 -78 -79 79 -81 -82 -83 -84 99 -86 -87 87 88 -90 96 -92 92 -94 -95 95 -97 -98 -99 -100 100 -102 -103 -104 -105 -106 -107 -108 -109 109 -111 -112
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leaf_count=137 117 269 114 560 518 149 1105 109 262 177 70 562 696 679 106 106 257 615 1251 170 174 462 191 227 398 140 958 630 1544 425 1231 138 396 366 572 186 451 189 194 484 107 2014 272 21756 166 190 327 66 250 102 113 726 1232 458 107 1594 363 176 96 125 404 602 116 131 1137 270 572 80487 2809 547 43739 285 6084 420 268 230 119 811 91 235 166 121 60 326 246 137 334 89 237 1871 2667 118 193 445 156 705 422 2560 97 171 177 95 96 606 268 233 179 323 288 154 711
internal_value=0 0.00125848 0.00612959 0.000482708 0.00325606 0.000557177 -0.000971392 0.0069526 0.00681345 0.00212129 -0.00211528 0.000573854 0.00278096 -0.000170191 0.00904245 0.0170468 0.00591808 0.00633516 0.0029101 0.0129348 0.0136915 0.00782664 0.0162235 -0.000366154 0.0163103 0.0186291 0.0021991 0.00676346 -0.00185291 -0.00417772 -0.000730753 0.00226406 0.00651729 0.0124926 0.00977132 -0.00251276 -0.00604058 -7.70278e-05 0.00797074 0.0105042 0.0142896 -0.000116128 -0.00123561 -0.00151924 -0.00670856 -0.00103045 0.000135934 0.00555028 0.007889 5.73986e-05 -0.00125168 -0.000828145 -0.0011666 0.00231001 0.00536203 0.000126412 0.00485892 0.0132976 0.0090653 -0.0070855 -0.00978984 -0.00132958 0.00727512 0.00243562 -0.00572709 -0.00103684 0.00290207 5.07392e-05 -0.00303045 -0.000164508 0.000161668 -0.000799315 0.000615222 0.0207876 0.0122623 0.00231827 -0.00757965 -0.0100038 0.00519558 0.00863695 -0.0070472 0.00540609 0.0137352 0.00612497 0.0116129 0.0179952 -0.00208259 -0.00338928 0.00590163 -0.0044793 -0.00145606 -0.0022691 0.00262423 -0.00327266 -0.00589885 -0.00765527 -0.0080946 -0.012432 -0.00883984 -0.000411248 0.00794029 0.0125024 0.016742 0.000179252 0.00878018 0.0173655 -0.00156059 -4.79202e-05 0.00969473 0.0130928 0.0013942
internal_weight=0 2041.22 272.27 1768.95 604.797 355.291 1164.16 249.505 113.502 185.144 109.353 790.328 431.454 240.197 203.545 46.3871 157.158 191.257 134.069 57.1877 87.1264 75.7912 48.9585 69.6414 74.0355 65.567 191.244 87.2308 104.013 373.829 175.979 123.12 88.0256 42.0192 61.1827 241.79 124.593 11055.5 45.0199 87.5166 36.1352 11010.5 2017.36 1949.08 158.364 1790.71 8993.16 120.015 102.69 8873.15 1759.69 1616.86 1539.66 38.8796 77.2036 8779.84 129.625 48.8747 31.0277 197.85 130.506 67.3438 30.5551 86.2013 142.822 80.7501 57.2504 8650.21 292.736 194.869 8357.47 2677.62 5679.86 39.1998 23.2781 61.7984 63.2992 55.7976 71.5971 52.9886 52.8591 46.0536 23.2795 68.2812 33.4871 19.3567 358.874 293.406 26.8224 266.584 151.749 45.9602 33.9336 72.8866 93.3122 84.6908 114.835 113.843 23.4996 34.7941 12.9587 34.5222 27.3002 55.0192 38.2991 35.6347 49.9574 46.0064 43.1176 33.1193 117.197
internal_count=201233 31357 3672 27685 4967 2830 22718 2137 964 2404 1566 15038 8856 4916 1709 632 1077 3940 2883 1057 1268 838 887 484 1094 980 3811 1588 2223 7680 3180 1783 1223 504 1187 1866 969 169876 478 593 376 169398 29990 28661 2638 26023 139408 862 725 138546 25677 23821 22988 624 833 137583 2038 736 346 4500 3389 1111 509 606 1856 1302 935 135545 4950 3356 130595 44024 86571 526 393 475 1000 881 475 326 1397 566 250 1329 655 409 6182 5620 326 5294 3001 428 311 1696 963 861 2293 2964 367 674 348 289 358 719 445 560 409 719 582 442 897
is_linear=0
shrinkage=0.0227381


Tree=552
num_leaves=112
num_cat=0
split_feature=38 196 180 228 127 14 5 206 188 188 190 205 53 209 182 202 207 196 130 230 149 216 216 165 232 229 41 223 69 180 233 133 179 206 190 41 230 150 149 227 57 66 120 232 187 202 162 191 174 175 124 219 218 40 51 127 218 48 65 16 186 39 30 150 89 195 142 203 182 120 223 228 150 231 223 185 14 213 206 205 122 186 133 144 41 145 229 191 149 133 207 232 151 40 187 8 51 123 190 41 145 221 133 44 145 165 186 221 16 170 123
split_gain=6.99419 6.76613 6.95946 9.05635 7.66703 6.97114 6.39397 6.3781 7.62721 6.34742 5.73731 6.09987 5.62284 10.5385 6.53567 6.87793 6.46368 5.82961 6.53831 5.47239 7.87526 8.77591 9.58263 9.23099 10.8926 8.37904 7.36449 7.372 7.34559 6.952 6.75012 6.77614 6.3658 6.2715 6.05763 5.46976 5.32447 7.82672 8.24857 9.4041 5.59868 5.30868 8.58769 11.2239 8.42971 10.2507 8.80095 6.64646 5.50285 7.99569 10.724 8.48639 7.29514 6.30011 9.20446 8.79505 7.56468 6.49935 10.7289 7.66253 6.14353 5.26401 5.08881 5.00462 4.9713 6.3214 5.14329 5.06708 4.91734 4.76263 4.59811 4.59781 4.56029 4.47156 4.3931 4.36731 4.33745 4.30266 4.28132 4.1706 3.97346 3.92217 3.90852 3.83594 3.81302 3.77674 3.7268 3.72346 3.49488 3.483 3.4508 3.27003 3.2405 3.22513 3.11799 2.9475 2.93596 2.86851 2.73875 2.67808 2.65401 2.62709 2.56984 2.42634 3.03948 2.42468 2.41548 2.35215 2.34535 1.97521 1.95101
threshold=3.5000000000000004 0.19715889383759663 9009.8021103896117 -0.0033459744881838556 8362.691162080193 0.021669000000000004 135128.25000000003 -0.058851160109043114 0.88922972051806415 0.62170824670824676 124.50000000000001 0.029199087060987953 0.0066500000000000005 0.014728484675288202 -1036.9374999999998 -0.065899088978767381 0.045379435643553741 0.090932358743872718 0.24552878354483898 0.024381938390433792 -981.96428571428567 0.022975317202508453 -0.0051821221131831399 0.56385869565217395 0.0058237849734723577 -0.0022331596119329329 0.56649360908440927 0.0020210411166772251 0.0032500000000000007 16564.783500000001 0.0056218819227069625 0.32616229869520791 0.60209746138667308 0.034017680212855346 28.500000000000004 0.20383736949840062 0.021699987351894382 -757.49999999999989 336.81666666666672 -0.0048164455220103255 0.024550000000000006 0.28605000000000008 4.2682101768525271 -0.00059775818954221893 4.9168825561312621 -0.024910456500947472 1.0088856762309097 13.500000000000002 11.500000000000002 5.5000000000000009 54.416153319644089 0.0014715580036863687 -0.037822706624865525 0.71374121166389692 0.089850000000000013 21310.863267875109 0.022907764650881294 0.07605000000000002 1.0000000180025095e-35 -9225.4999999999982 6403.1175000000012 0.29385835102120489 2.5000000000000004 335.50000000000006 3.5000000000000004 5.6043478260869568 -1074.6458333333333 0.12194408476352693 -330.58571428571423 3.3428073472549387 0.0051791293080896148 0.0040767346508800992 -1678.4999999999998 0.0092566208913922327 0.016643524169921878 120.14651118615451 0.021669000000000004 0.021919309161603454 0.028525377623736862 0.035798795521259315 0.044437763241784299 17326.350000000002 0.03527586726705851 -102.49999999999999 0.50017358777180498 263.19730509471952 -0.0091481464914977533 12.500000000000002 870.30952380952397 0.11207730075379486 0.035506533458828933 0.010382722131907942 354.50000000000006 0.034352576368451508 25.811011904761909 418664.25000000006 0.078850000000000017 0.87827107664737547 122.50000000000001 0.40923071315095516 814.70372937982859 0.0016530660795979204 0.28796697868497728 0.97645000000000015 63.723315306369038 0.40370370370370373 17955.180000000004 0.0010960718500427904 -1325.4999999999998 13.964285714285717 0.83472268650763548
decision_type=2 8 8 2 2 2 2 2 8 8 8 2 8 2 10 2 2 8 10 2 8 2 2 8 2 2 10 2 8 10 2 8 8 2 10 10 2 8 8 2 8 10 2 2 10 2 8 10 10 10 2 2 2 10 10 2 2 8 8 2 8 10 2 8 10 8 10 2 8 2 2 2 8 2 2 10 2 2 2 2 10 8 8 10 8 8 2 8 8 8 2 2 8 10 10 10 8 10 10 10 8 2 10 8 10 8 10 2 2 10 8
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is_linear=0
shrinkage=0.0227381


Tree=554
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decision_type=10 2 10 2 10 8 2 2 2 2 10 2 8 10 10 10 10 10 8 10 8 2 2 2 8 10 2 8 10 8 10 2 2 2 2 8 8 2 2 10 10 2 2 10 10 8 2 8 2 2 2 2 10 2 2 2 2 10 2 8 8 10 2 2 10 10 10 10 10 8 2 2 8 8 2 8 2 2 2 2 10 10 8 2 2 2 2 2 8 10 8 2 2 2 2 2 10 10 8 2 10 10 2 8 10 2 2 2 2 2 2
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leaf_count=349 78 85 114 311 198 240 332 100 94 260 1018 375 741 497 586 86 1447 143 1804 2907 1090 168 345 183 807 265 159 252 268 6691 886 686 558 539 121 966 1239 381 9137 720 1390 661 482 1337 34554 25183 2602 980 98 460 39119 5420 4105 598 117 90 157 160 157 292 110 178 1063 2301 2246 663 326 434 934 429 319 850 241 3144 290 882 565 119 405 181 73 302 2017 7129 1492 330 1951 5422 727 296 1139 112 206 464 128 943 366 492 193 122 2073 1023 131 273 709 114 517 86 401 555 459
internal_value=0 -0.00350758 0.00201605 -0.00622439 -0.00331741 -0.00796124 0.00095875 -0.0103266 0.0100918 0.0143933 9.69017e-05 -0.000698356 0.00348547 -0.00104767 -0.00224005 0.00296505 0.00650119 0.000245614 -7.43131e-05 -0.00148318 0.00982953 0.00493547 0.0182286 0.000391318 0.006893 0.0113277 -0.000444198 -0.00283098 0.000695972 -0.00356623 -0.00277011 -0.00250853 0.00542669 0.00894561 0.00176691 -0.00287395 0.00160428 0.00320306 -0.00407473 -0.00696779 7.24252e-05 0.000137703 3.25709e-05 -0.00631664 0.000120784 -0.00119923 0.00247174 -0.0021321 0.00258632 0.0042698 0.000496146 0.00131419 -0.000230455 0.0104449 0.0167407 0.00210938 -0.0061677 0.00458361 0.00454045 0.00824486 0.0148243 0.00146298 0.000117944 -0.00116812 0.000211349 -0.00315105 0.0040493 0.00355933 0.00121446 -0.00105548 0.00287814 0.00529437 0.000971981 -0.000690774 0.00635669 0.00898357 -0.0021257 -0.00619794 0.0117074 0.00905146 0.00916435 -0.00398165 -3.94065e-05 -0.00467025 0.0102722 0.00163929 0.00276226 0.00198593 0.0016712 0.0059923 -0.00184783 0.00952328 0.0140682 0.00259001 0.00599523 0.000169969 -0.00334696 -0.00264025 0.00355537 0.025302 -0.011501 -0.00488018 0.00310443 0.0151099 -0.00730931 0.012148 -0.00545071 0.00907643 0.012141 0.000921366 0.0105575
internal_weight=0 238.419 79.3355 159.084 50.8311 141.972 30.8283 111.144 28.5044 22.9694 12820.3 3460.68 260.722 3199.96 1661.66 165.892 172.97 1538.3 1495.27 910.558 120.118 84.5209 35.5974 9359.59 111.241 66.4199 44.8207 1495.77 258.103 1237.66 151.018 87.752 107.085 76.3104 1754.07 680.517 143.278 63.168 537.239 87.8501 7605.52 7545.45 7379.61 92.8036 7286.81 1609.14 323.18 1285.96 230.042 193.534 5677.67 2667.51 3010.16 49.6738 25.9814 584.712 37.4386 165.841 56.1699 44.5168 53.4301 1693.95 873.271 662.569 526.428 262.9 210.703 263.528 161.049 138.417 820.683 355.177 465.506 361.402 104.104 89.5631 320.866 136.14 49.6537 40.5368 165.38 1181.49 177.039 1004.46 156.147 39.8619 547.273 507.519 189.797 82.4781 107.319 43.0329 29.6428 148.442 89.1463 50.3313 30.7744 59.2962 31.773 21.1657 107.096 54.6515 50.4571 17.3989 40.9397 38.815 36.5075 60.1143 47.1019 23.6925 39.7544
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is_linear=0
shrinkage=0.0227381


Tree=555
num_leaves=112
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split_gain=5.19689 8.2575 7.95962 15.7289 8.7717 8.51212 7.91957 10.4991 9.98134 8.44106 9.21257 8.17353 7.59481 7.5185 8.61502 8.57108 11.1038 9.02307 9.257 14.1335 11.4913 8.96507 10.0932 7.91569 8.31287 7.99399 7.63827 7.38915 7.19412 7.16383 7.15563 7.07832 6.98358 6.92651 7.49762 8.36345 7.12713 7.79049 7.14925 7.0054 7.48825 12.6886 12.3005 8.95407 8.88146 10.2742 9.17077 7.32458 7.29907 6.91952 6.86099 7.00642 6.8475 7.55176 6.83698 13.4508 9.27897 9.72478 8.9342 8.92916 11.0621 8.17749 9.19771 9.82185 8.08172 7.84115 7.53939 7.41306 7.20538 7.01918 6.69076 6.55471 7.58134 6.56271 6.51623 6.51107 6.5066 6.374 6.36299 7.07395 6.33931 7.79231 6.95076 6.30343 7.61509 6.22514 7.62449 9.51573 7.6325 7.32596 6.46011 6.20923 6.19985 6.13365 6.09546 7.31591 6.08148 6.07835 14.9865 11.9997 9.372 7.8977 7.53187 7.38844 6.37536 5.98786 5.94199 5.9271 8.18789 5.91409 5.87662
threshold=27.500000000000004 1.5000000000000002 379.50000000000006 200.50000000000003 0.20256410256410259 0.034893982112407691 0.029751006513834003 28.500000000000004 0.011233116034418346 0.31159181182341522 4.1666550926283152 0.0067348899319767961 0.068150000000000002 0.055909298243522497 0.013608732726424934 0.014491999999999951 0.0260907206684351 0.59896989360755037 2.5000000000000004 -0.0020639811409637328 0.048525262624025352 0.060550000000000007 1.4628069038328795 0.041677300582365469 0.017127455606928688 0.010421148881239245 0.90244111332670407 -1025.8392036713283 4.5000000000000009 -0.02686319965869188 0.067850000000000008 -0.010368978604674338 -0.072260085493326173 -1464.4999999999998 0.035470474511384971 -0.0071629632730036965 0.036776456981897361 0.22095612385586319 0.90758420489236902 510528.37500000006 -1132.3205128205125 -0.0015377028612419961 0.0026500000000000004 0.38219161548926833 -0.0059226395096629849 1445.1235714285717 -0.0022973580053076144 17.500000000000004 -0.0048289096448570481 9.5000000000000018 -0.023714096285402771 89.500000000000014 -503.49999999999994 -0.0096998279914259893 0.34200277873208457 -620.49999999999989 -0.0098561062477529032 3.5409685066949894 0.099866326898336424 0.29590304654557215 0.083360790898274986 -0.011450455989688633 0.0058500000000000002 0.010291829239577057 4.3834841628959289 -2404.4999999999995 0.038628635928034789 0.97195000000000009 -1.0000000180025095e-35 0.02382548246532679 0.00047711972729302948 -0.0042574061080813399 -0.0081344619393348677 -0.008076058700680731 0.035050000000000005 760743.00000000012 142700.57142857145 0.0020329582039266829 -0.00019301323482068253 1.5000000000000002 6.5000000000000009 0.98981355769635782 0.0095500000000000012 -0.084613557904958711 -0.017677308991551396 0.12304007097728543 -0.0053277218248695126 1.5000000000000002 -2618.4999999999995 0.26393188854489169 0.2070160505003393 0.027527500000000003 93080.250000000015 0.91986093059958807 0.0033584448974579577 0.018550959415733818 245.50000000000003 0.038404347375035293 0.016741157509386543 -0.065473180264234529 0.0029145672451704745 -0.02462709695100784 0.038441322743892677 -0.0070494802203029385 0.029925925657153133 0.9426093809334356 5.0645360257990477 0.034220868721604354 0.016180383041501049 -342.93749999999994 -2462.4999999999995
decision_type=8 10 10 10 10 2 2 8 2 8 2 2 10 2 2 2 2 10 10 2 2 8 10 10 10 8 8 8 8 2 10 2 2 2 2 2 2 10 10 8 8 2 10 10 2 10 2 10 2 8 2 10 10 2 2 2 2 8 2 8 8 2 10 2 8 10 2 8 2 2 2 2 2 2 10 10 10 2 2 2 2 10 10 2 2 8 2 10 2 10 8 2 2 8 2 2 10 2 2 2 2 2 2 2 2 8 2 2 2 8 2
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decision_type=10 10 10 8 8 10 2 8 8 10 10 10 10 10 10 10 2 2 8 10 2 2 8 8 2 10 2 2 2 2 8 10 10 2 10 2 8 10 10 2 10 10 10 2 8 2 10 10 2 10 10 10 8 10 2 10 2 10 10 10 2 2 10 2 2 10 8 10 10 2 2 10 2 10 8 8 2 2 8 2 10 10 2 8 10 2 10 10 2 2 2 2 2 2 2 10 2 10 2 2 8 2 2 10 2 2 8 10 10 8 10
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leaf_count=91 385 229 156 119 344 98 175 120 129 227 50 165 736 519 2417 365 256 566 172 898 308 626 152 197 157 195 537 189 1139 748 3969 207 1062 198 382 138 27422 201 272 782 491 183 173 76 307 82 726 1814 92 138 783 807 2010 2985 4930 358 18324 116 3364 1819 4222 4693 8643 2706 61264 6402 1214 2288 5192 165 163 253 152 159 266 1250 102 108 370 143 692 108 84 4866 132 88 394 120 186 229 80 119 108 298 125 401 109 116 129 124 155 78 117 1190 211 184 124 186 3259 488 117
internal_value=0 -0.00115494 0.000289356 0.00445696 0.00897564 0.0112886 0.0131891 0.0146961 0.0183047 0.00282466 -0.00140928 -0.000925246 -0.00417651 -8.95e-05 0.00159076 0.00459967 -0.00220335 4.62807e-05 0.00620137 0.0075961 -0.00294325 -0.00415172 0.0157284 -0.000788862 0.00695674 -0.000923552 0.00370163 -0.00749373 0.000483642 -0.00712396 -0.00193742 -0.00272055 -0.00262834 -0.00604817 0.00737495 0.000581636 0.000214594 0.00810418 0.00303431 0.00571212 0.000182483 0.000391028 0.00710257 0.0129564 0.00070317 -0.00124739 0.000504175 0.00119568 -0.00361454 -0.00293784 0.00297828 0.00751017 -0.00372315 -0.00413051 0.00102008 0.0062583 0.000286563 0.00136251 -4.12656e-05 0.00170308 0.00343477 -0.000725467 -0.000377238 -0.00240121 -4.28065e-05 0.00158217 -0.000920336 0.00227002 -0.0020678 -0.00721203 0.0163894 -0.00861289 0.0100156 0.0129383 0.00140363 0.00472833 0.0100597 0.0117532 0.020085 0.00458174 0.0227062 -0.00542327 -0.00739041 -0.00630535 -0.00904334 0.00814491 0.0110045 0.016628 0.00983156 0.0114116 -0.00432825 -0.00602103 -0.00812567 0.00405464 0.000785712 -0.00646424 0.00849651 -0.00384277 0.00216037 -0.00468083 -0.00811007 -0.0123605 0.00286169 -0.00900286 -0.0017863 -0.01095 0.0053304 -0.0102866 -0.0113778 -0.00725474 -0.0101853
internal_weight=0 1848.45 11175.8 188.065 113.431 103.63 95.7201 90.6756 65.9646 24.7111 1801.9 1617.44 323.718 1293.72 721.967 315.285 571.754 146.149 59.2263 202.305 539.193 450.703 42.6884 406.682 46.9013 112.98 66.694 177.569 145.088 46.2859 359.78 342.865 74.6345 59.179 46.5508 32.1137 10987.7 32.5609 88.4904 74.7106 10959.9 9570.34 137.85 67.3918 70.4579 1389.57 685.408 651.475 173.759 704.159 477.715 136.781 641.505 628.035 340.935 44.7454 9432.5 2196.47 7236.03 1162.97 676.808 486.163 6073.06 853.647 5219.41 2148.72 462.646 1686.07 384.817 243.218 55.5764 168.569 48.4472 41.5801 24.3331 159.617 12.8633 28.0698 41.6533 62.6541 48.1859 184.461 116.644 305.615 51.7824 45.9976 38.6874 14.437 27.8325 35.5133 86.9226 79.3717 68.7945 57.1155 16.901 172.248 15.2739 16.6756 12.5138 16.6565 138.95 39.2686 17.7786 130.936 31.3259 99.61 17.7501 144.236 130.063 47.7506 35.6853
internal_count=201048 30588 170460 3776 2058 1714 1558 1460 1058 402 29617 27194 6739 20455 11486 6562 8969 2092 1049 4717 8512 7150 1050 4924 551 1845 902 4647 1658 943 4373 4176 1718 1599 971 622 166684 457 1362 1090 166282 144936 1854 792 1062 21346 10025 9534 1200 11321 8334 2621 10434 10352 5713 755 143082 28949 114133 14098 7586 6512 100035 11349 88686 28228 7616 20612 7202 3150 609 4458 877 725 628 3667 240 466 446 887 812 2423 810 5492 1401 620 532 349 402 386 1043 963 844 390 216 2315 362 289 261 267 1914 1140 246 1864 490 1374 279 3830 3445 721 605
is_linear=0
shrinkage=0.0227381


Tree=558
num_leaves=112
num_cat=0
split_feature=144 57 182 191 214 162 155 51 124 227 86 152 218 35 170 18 39 212 141 155 217 185 227 217 39 230 66 195 193 205 212 228 155 39 218 195 191 212 123 162 170 7 203 179 206 229 189 153 229 92 202 67 155 182 7 130 230 145 38 195 128 179 184 182 149 55 30 143 153 217 121 128 123 162 193 198 228 198 128 225 121 128 191 152 183 145 195 128 14 55 125 86 212 233 71 162 162 126 212 210 144 178 123 17 123 229 212 74 130 17 120
split_gain=6.04485 9.59642 9.29783 6.98595 6.37408 5.8613 5.54711 5.58482 4.96556 7.71088 9.02801 8.8153 8.62913 7.66568 7.29017 11.6014 7.60088 8.29627 7.78541 9.3956 11.1908 9.02813 8.7919 8.34434 7.55518 7.47404 7.23896 8.48221 7.63645 9.20294 10.4772 9.66701 10.7407 7.76024 7.23758 6.75482 7.59338 6.57983 6.53792 7.49541 6.68027 6.50118 6.44853 6.44217 10.2145 14.3389 8.65805 7.53443 9.6045 10.4138 10.4018 7.49479 11.2032 10.0577 10.8854 9.62658 8.94968 8.05885 6.73567 6.49023 6.46163 6.44482 7.75223 7.48183 6.11176 6.0975 6.03446 5.93677 5.8883 5.88192 5.85624 8.95535 8.49589 6.39975 8.76407 7.39924 5.73264 5.58617 5.55799 5.49419 5.30315 5.29428 5.22504 5.84037 5.04461 5.02546 4.90534 4.77215 4.73554 4.47336 4.44165 5.94482 4.40149 4.34196 4.32462 4.28329 4.23589 4.14358 3.95636 3.76099 3.69041 3.60975 3.53786 3.43218 3.38297 3.36541 3.31539 3.28088 3.17752 3.1083 3.05211
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decision_type=10 8 8 8 2 10 10 8 2 2 8 8 2 2 8 2 10 2 2 10 2 10 2 2 10 2 8 10 10 2 2 2 8 8 2 10 8 2 8 10 8 10 2 10 2 2 10 8 2 10 2 8 10 10 10 8 2 10 2 10 10 10 10 10 8 10 2 10 8 2 8 10 8 8 10 10 2 10 10 2 10 10 10 10 10 8 8 10 2 8 2 10 2 2 10 8 8 2 2 2 8 10 10 2 10 2 2 8 10 2 2
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is_linear=0
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Tree=561
num_leaves=112
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decision_type=10 10 10 10 2 2 2 10 2 10 2 10 8 10 8 2 10 2 2 2 10 2 10 8 10 2 10 2 2 2 10 10 2 10 2 8 10 10 2 2 8 8 8 8 8 10 8 10 2 2 8 8 2 8 10 2 8 2 8 10 8 2 2 10 10 2 2 10 2 2 2 2 10 10 2 2 8 8 8 2 10 10 2 10 2 10 2 2 8 2 8 10 8 2 2 10 2 2 10 8 2 2 10 2 8 2 2 10 8 10 2
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leaf_count=1161 114 208 362 163 114 139 127 358 251 616 169 123 294 333 90 268 247 433 1912 225 838 4412 129 69 53 1898 80 41 551 209 221 514 244 330 777 8155 409 227 786 1025 1159 4539 717 4273 527 152 13794 719 380 2818 230 2706 9971 12862 884 4435 549 2394 171 547 5316 2167 1572 871 198 26549 6572 101 318 354 254 29655 18430 552 204 989 116 313 115 103 195 145 204 238 3702 156 122 574 331 102 207 223 98 158 97 110 79 75 230 256 2223 367 764 231 952 568 559 200 173 165 163
internal_value=0 -0.00483093 0.000293784 0.00728658 0.0152782 -0.00210846 0.00390409 0.00900328 0.000255167 -0.00125624 0.00286388 0.00849442 -0.00239439 -0.00317498 0.00469665 -0.00226502 0.00184025 0.00637613 -0.00181267 0.000766458 0.00699033 -0.00414886 -0.00563239 0.0155912 0.0201005 -0.00138752 0.00244423 0.00972775 0.0033717 -0.000887222 0.00379579 0.00039395 -7.76791e-05 0.00143638 0.00258804 0.00119712 0.00206786 -0.00170608 0.00597757 0.00189009 0.0094683 -0.0032762 -0.000591786 0.00443449 -0.000750134 -0.00232888 -0.00264113 0.00663703 0.00871805 0.000910084 0.000100323 0.000386533 0.00105337 0.00173865 -0.00184398 -0.00283168 0.00416348 -0.00205801 0.001698 0.00422111 0.00240306 0.00750821 0.00123339 0.0102512 0.0159386 0.00147398 0.00178127 -0.000100665 0.00261682 -0.00390918 -0.00470482 -0.000200186 -3.70216e-05 0.00460561 -0.00606438 -0.00576349 0.0139709 0.0239094 -0.00793143 -0.0111321 0.0111922 0.00543485 0.00897725 -0.00735995 -0.00898889 -0.00276747 -0.00251835 0.0018904 -0.00314277 -0.00333706 0.0185157 -0.00589646 0.0200454 0.00246653 0.00860323 0.00962359 -0.00920649 -0.0118698 0.016593 0.00660278 -0.0124433 0.00450085 -0.00852003 -0.00882511 -0.0138001 -0.00650184 -0.00894296 0.000947313 -0.00833995 0.0237066 -0.00698895
internal_weight=0 93.7172 12925.6 62.1234 30.6596 31.4638 31.5862 22.3186 12863.5 1076.01 230.08 106.987 845.93 766.323 79.6077 123.093 60.8041 45.8638 604.938 290.264 69.665 314.674 264.631 46.1828 33.5718 220.599 74.7945 28.089 50.0423 54.5434 39.11 11787.5 6163.12 1558.34 1141.51 817.627 756.599 416.83 323.884 155.296 168.588 345.514 4604.78 133.546 4471.23 1147.95 1125.26 114.98 101.603 5624.39 2778.52 2656.88 2048.88 1682.17 607.993 531.432 53.0073 366.708 2845.87 431.734 340.962 106.54 2414.14 90.7719 46.6591 2341.93 2220.91 234.422 44.1129 121.024 292.506 3323.28 3241.74 76.5608 81.5435 121.648 25.0643 27.5438 161.384 95.7086 35.1347 71.3159 50.1889 110.822 99.2712 46.7054 65.6759 44.5452 21.127 23.3242 18.4194 72.2047 24.9289 19.7164 10.368 22.6971 62.131 48.0699 15.6783 10.8255 90.6286 11.5512 61.0285 48.298 44.0109 36.5272 52.4884 14.0611 21.0958 19.3242 18.5658
internal_count=200918 2113 198805 1311 540 771 693 485 197494 18717 3792 1602 14925 13729 1196 2190 998 875 10259 4873 1063 5386 4541 604 435 3810 1343 539 845 783 532 178777 90183 19898 13319 9572 8564 6579 3747 1802 1945 5672 70285 6252 64033 14583 14321 5372 4653 88594 42404 36622 27933 22833 8689 7253 879 5100 46190 10032 8098 2681 36158 1934 1069 35047 33121 5417 865 1926 4793 49450 48085 1436 1365 5782 413 366 3470 2441 628 907 431 5296 4691 804 1029 696 476 311 297 1111 377 381 236 262 1420 1106 271 486 2326 605 1008 847 1027 724 730 314 535 279 880
is_linear=0
shrinkage=0.0227381


Tree=562
num_leaves=112
num_cat=0
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split_gain=5.1262 8.72846 9.02731 10.3112 10.8734 9.43021 7.60948 7.46691 6.824 6.6875 6.64875 6.57756 7.23749 5.94855 6.76639 5.73655 5.68609 7.92054 8.47594 6.35501 6.35744 5.98103 6.97761 5.298 5.29487 5.20842 6.54623 5.13714 5.31366 5.08569 6.57649 5.21628 6.55375 5.13989 10.8076 7.62197 6.78012 5.74426 6.05356 5.57632 6.74488 11.3201 6.57209 5.86769 12.243 6.92118 8.03601 6.11837 6.60224 5.70189 5.83442 6.14129 9.39359 9.34684 8.40929 8.03008 6.57537 5.46394 5.26995 5.22841 5.1668 7.42642 9.89688 7.06667 10.7814 7.984 6.31381 5.09215 4.73981 4.6516 4.54774 4.50985 4.39415 4.35495 5.60927 4.225 3.97554 3.93706 5.4081 3.92998 3.85482 3.64015 3.63856 3.52694 3.41187 3.40777 3.37008 3.18282 3.17665 3.16924 3.02634 2.94069 2.89925 2.88808 2.8532 2.76438 2.93608 2.7456 2.72911 2.63514 2.59749 2.58995 2.58805 2.94392 2.54406 2.51423 2.47949 2.43819 2.3758 2.37434 2.25703
threshold=-4763.4999999999991 83.500000000000014 0.0049729950260370978 0.29784080071730007 16.572751322751326 35939.250000000007 1.0000000180025095e-35 0.043850000000000007 87.500000000000014 0.021479828367915867 -0.018924569711089131 0.22792207792207794 0.00025526527315378195 -5004.4999999999991 332184.98250000004 0.11755000000000002 0.57299269524350893 0.61697066425716796 0.13805000000000003 0.10060873148630907 27.500000000000004 0.067250000000000018 -2262.4999999999995 -0.016246825456619259 0.20678030207984241 4.5000000000000009 409833.00000000006 -0.020116702653467652 0.12930000000000003 0.72814513803391867 -1228.4999999999998 15.500000000000002 -0.0022973580053076144 0.71217063212381582 0.015979661606252197 0.72269360012208705 0.028816336765885357 -0.027035503648221489 -0.02853739075362682 0.238108511100804 -2813.4999999999995 1038.5000000000002 -2623.4999999999995 18.500000000000004 369128.25000000006 0.0053991596214473256 5.8694231315714704 0.01339643355458975 369128.25000000006 -34591.783216783209 373725.00000000006 1.5000000000000002 -257.49999999999994 0.26393188854489169 -506.49999999999994 -0.025927500799298283 0.023337557842200183 -0.0042133955284953109 46.500000000000007 -443.49999999999994 6.5000000000000009 119.50000000000001 0.022907764650881294 0.0019994106842204933 21.005494505494507 0.98735000000000006 -0.014874352607876061 138684.09651923078 -242.49999999999997 7.7033099814389905 0.96195000000000019 -127.49999999999999 0.60153210125853496 0.0006764774734620006 0.022299316711723808 22.500000000000004 519.50000000000011 -0.02059900667518377 0.0080740614794194716 16.500000000000004 -850.93749999999989 0.00029198266565799719 0.0042223918717354545 0.36515151515151517 -4846.4999999999991 177636.78000000003 0.0096986261196434515 66.500000000000014 -0.00073414723738096644 0.51522881880024751 3.8413519076252758 0.0084401643835008162 -0.0055990268010646096 -908.49999999999989 0.6897447922800054 -50.499999999999993 0.091950000000000018 0.9397140731338528 -1486.4999999999998 -1000.3818181818181 -0.017274677753448483 -0.014641565270721911 -14097.499999999998 0.13945000000000002 -0.0040555149316787711 0.63467296176877019 -0.019004752859473225 -0.016738295555114743 1.5000000000000002 0.75192837705188043 18348.414750000004
decision_type=2 8 2 8 10 10 8 8 10 8 2 8 2 2 8 10 8 10 8 10 10 8 10 2 8 2 10 2 8 10 8 10 2 10 2 10 2 2 2 10 8 10 10 10 10 2 10 2 10 8 2 2 10 10 10 2 10 2 8 2 10 10 2 2 10 10 2 8 8 2 10 8 8 2 2 10 10 2 2 8 10 2 2 8 2 10 2 10 2 8 2 2 2 10 10 10 10 10 10 10 2 2 2 8 2 10 2 2 2 10 8
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internal_count=201156 102325 819 98831 10739 7219 6335 2233 88092 3520 2790 4102 2080 1111 2022 1211 85964 5269 1885 3384 3136 2708 80695 16740 12739 4001 3607 3102 63955 52265 16456 619 35809 30455 11690 11003 8781 2222 5354 11895 15837 730 1122 2306 1617 1263 689 428 101506 99277 24225 75052 2040 73012 19256 18568 11536 7032 15054 14368 483 9171 7910 1550 1244 13885 2774 11111 686 53756 52811 38797 14014 945 994 688 2229 977 1261 607 391 2199 844 474 972 832 1180 368 812 654 905 599 652 442 394 1046 11194 687 664 913 900 793 652 249 591 2128 738 6360 1559 4801 1995
is_linear=0
shrinkage=0.0227381


Tree=564
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decision_type=2 2 2 2 10 10 10 2 2 8 2 10 2 2 2 2 2 10 10 10 2 10 10 10 2 10 2 2 2 2 2 2 8 10 2 2 10 2 2 2 2 10 2 10 10 10 2 2 2 8 2 2 2 8 8 2 8 2 2 2 10 2 10 10 2 8 10 2 8 2 2 10 8 10 8 8 2 2 2 10 10 2 2 8 2 2 10 2 8 10 8 2 2 10 2 8 2 2 2 2 10 2 2 2 2 10 8 2 2 10 10
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is_linear=0
shrinkage=0.0227381


Tree=565
num_leaves=107
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split_gain=5.79474 12.015 6.66195 5.58011 7.94321 8.26074 6.80387 10.8839 7.31063 6.06242 8.43007 8.43296 7.09899 5.65976 5.43628 6.75249 6.93969 6.73381 7.97618 6.53805 6.44533 6.39812 6.27763 5.73064 11.0435 11.5024 8.36036 8.04527 9.91455 8.46995 8.01122 9.22154 9.00417 8.30496 7.89827 9.91059 7.53942 7.49808 7.40677 6.70482 6.63573 9.43106 10.9136 9.43259 9.82091 8.45203 9.90574 9.28466 9.22658 9.88332 9.51575 9.04242 7.73408 8.08909 9.82642 7.66277 7.20463 7.12532 6.79896 6.64957 6.59888 6.57284 6.25199 5.44004 5.30872 6.47649 5.78121 4.99326 4.76791 4.7032 4.65301 4.60249 5.00502 4.54921 4.5479 4.54372 4.24121 4.41408 4.11471 4.10257 4.04068 3.9238 3.81889 3.71104 3.69095 3.60599 4.85457 3.54713 3.44446 3.36337 3.3297 3.25951 3.22345 3.46533 2.97727 2.56036 2.44544 2.32142 2.23134 2.06908 2.01614 1.96949 1.86363 1.73975 1.00894 0.944934
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decision_type=10 10 2 10 2 10 10 2 2 8 8 10 2 2 10 10 10 8 8 10 8 10 2 10 2 10 8 2 2 2 10 8 2 2 2 2 2 2 10 2 10 2 8 2 2 10 10 2 10 8 8 10 10 10 10 10 8 8 8 8 2 8 8 2 8 10 10 10 10 10 2 8 10 2 10 2 10 10 10 2 10 10 8 2 10 10 2 10 2 10 8 8 10 2 10 10 2 2 2 2 10 2 8 10 2 2
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leaf_count=119 151 124 119 96 155 81 131 105 246 122 68 91 84 98 125 72 125 179 81 147 110 124 145 14397 127 141 2850 639 2508 4616 90 4448 3725 836 22057 4155 15596 461 195 986 7698 156 134 2039 14299 859 1159 177 455 5053 4860 456 114 4582 738 97 4749 72 613 63466 135 621 69 139 132 470 76 95 150 152 477 134 95 152 87 87 88 422 233 116 289 132 135 191 126 155 106 92 114 127 81 127 160 100 124 157 129 101 183 86 64 132 1255 235 89 81
internal_value=0 -0.00454625 -0.00754052 0.000146669 0.00336586 -0.00271431 0.00576307 0.0119181 0.00265657 0.00445689 0.00924546 0.0131238 -0.000458158 -0.00503879 7.73218e-05 0.00323022 0.00525945 0.00661022 0.00137819 0.00911606 -0.0041972 -0.00276739 0.0102035 6.95394e-06 0.000605997 0.0021322 -0.000148224 -0.000319734 -0.0015649 0.000922451 0.00255388 0.00294925 0.000840288 0.00448373 0.000702515 0.00342021 -0.00295792 -0.000133111 -0.00396509 -0.00626662 -0.000391593 -0.00183177 -0.000906117 -0.00130345 -0.00168893 -7.18199e-05 -0.00284292 0.00366315 -0.00431487 -0.00110636 -0.00783892 -0.00160388 0.000186125 0.000109015 -0.00335533 0.011641 -0.00575903 0.00313737 0.0123914 0.000325742 0.0100653 -0.00718535 0.00728016 -0.00730446 0.00739323 0.0101372 0.0170385 -0.00872831 0.00111445 0.0172331 -0.00436708 -0.00915645 -0.0104642 0.0128361 -0.00595181 -0.00843877 0.0131773 0.0153452 -0.00803611 -0.00863312 -0.00822992 0.000383222 0.0091088 0.00179034 -0.0112175 0.00947507 0.00182749 0.000358887 0.005451 0.00968029 0.00706003 -0.0121622 -0.0132883 -0.0144949 0.0204387 0.017447 0.00271311 0.00355677 -0.0115943 -0.00424955 -0.00499094 0.0199697 -0.0156394 -0.0117249 0.00929431 0.0136675
internal_weight=0 128.887 108.866 12924.7 263.932 74.3117 189.62 55.421 134.199 123.026 58.4777 46.7618 64.5478 46.7476 12660.8 267.97 201.017 183.021 79.3627 30.9494 48.4133 66.953 103.658 12392.8 4949.28 1631.72 3317.56 3251.84 1464.02 526.614 1559.41 1474.68 626.686 847.995 1787.82 414.185 937.405 1373.64 84.729 72.3088 7443.56 1345.07 1097.07 1070.87 1042.83 6098.5 511.996 92.1014 419.895 225.702 194.193 61.8166 5586.5 5549.14 319.378 26.2054 247.995 35.3928 30.2848 5229.76 28.0376 68.2807 16.4483 212.602 65.7195 54.0852 24.7044 64.6027 20.6087 40.136 22.6182 101.338 94.367 12.7746 56.1108 43.5164 77.3742 64.0463 205.903 37.9206 38.3403 30.2086 20.0213 29.3808 54.34 37.3646 21.3515 26.2839 30.7954 20.4278 6.69889 84.1821 78.3747 72.3318 31.8439 18.8131 10.1849 10.2627 25.9022 11.6343 20.0065 26.1531 68.0387 34.0338 17.8002 13.8911
internal_count=201002 2610 2243 198392 2603 740 1863 536 1327 1196 563 441 633 460 195789 2465 1803 1678 806 228 578 662 872 193324 79794 25830 53964 52882 23359 7124 24381 23406 8173 15233 29523 7005 16235 22518 975 1449 113530 23039 16980 16607 16338 90491 13632 2405 11227 5912 5315 1615 76859 76484 5320 373 6059 857 790 71164 269 711 264 5202 1082 864 546 1308 218 431 549 2124 2000 308 538 403 655 567 4982 362 468 283 367 318 1112 375 220 217 337 223 220 1776 1649 1515 279 276 224 196 255 218 196 223 1415 322 173 216
is_linear=0
shrinkage=0.0227381


Tree=566
num_leaves=112
num_cat=0
split_feature=151 181 136 222 165 134 14 229 214 180 195 229 7 219 123 197 227 174 193 136 221 215 183 227 229 175 182 182 57 124 210 162 227 192 218 143 222 224 57 224 5 154 218 180 186 232 123 133 130 192 181 136 134 208 214 162 157 215 231 151 14 154 157 205 221 224 221 182 174 141 225 142 187 203 221 19 9 153 26 86 121 232 123 224 215 93 233 181 152 187 189 218 134 142 179 183 130 215 26 204 93 165 218 221 136 142 136 52 19 130 221
split_gain=6.75826 8.00243 9.90731 10.0654 10.0873 9.35418 10.5513 9.57771 9.07084 7.91549 9.28262 8.8518 8.57147 10.054 8.91357 9.88365 8.02711 7.90777 7.86586 10.1247 8.0663 8.96755 8.12669 8.07763 7.54806 7.51199 7.48456 7.80369 7.41325 7.36626 8.75586 8.09805 7.35397 9.8034 7.0821 7.72902 8.76508 8.75708 7.97443 6.9703 6.91006 6.88691 6.87549 6.73834 13.6905 11.0511 10.4031 9.45183 9.22983 9.49331 8.71474 8.93122 14.7757 8.90233 8.09247 7.75557 9.62316 8.69915 7.38864 9.74269 13.3406 10.3977 7.80238 7.18542 8.81233 7.13273 6.7829 6.66278 6.65943 8.27653 6.57508 6.46582 10.5245 11.3984 10.4977 8.24052 7.84311 7.75563 7.70758 8.7336 7.78221 8.69946 9.9133 7.73052 8.16493 11.1152 9.89742 8.90974 9.53796 9.00793 8.66691 7.2408 7.16464 6.7639 7.79496 6.58668 6.63436 6.42676 7.24607 6.33227 10.3804 8.05781 11.1885 7.58736 7.56866 7.23364 7.49312 7.10029 7.69176 7.20497 7.06462
threshold=2330.5000000000005 166271.40000000002 5.1368217328005086 -0.015100816264748572 0.32945736434108536 0.13505798890658316 0.010019000000000002 0.0023462666431441907 -0.015414292924106119 15055.39205357143 10.400980392156866 0.0023462666431441907 30255.750000000004 0.014490986708551647 0.90447753448335955 0.99644608146210856 0.011284163221716883 20.500000000000004 27.500000000000004 4.5556519726052906 -0.042081376537680619 0.019457524642348293 -1125.4999999999998 -0.0073527249041944734 -0.0045326414983719579 5.5000000000000009 -262.97058823529409 -1904.8749999999998 0.05025000000000001 26.92265571526352 0.0155169521458447 0.96412836986688777 0.0014690525713376703 0.014337101747173691 0.018081893213093284 -2465.4999999999995 0.019212706014513973 0.0061291714664548644 0.066950000000000023 0.030328490771353248 215775.00000000003 571088.25000000012 0.0023976913653314118 8962.5847500000018 9404.3475000000017 -0.0057798773050308219 0.80801285676269685 0.16232407186943723 0.72092194466796089 2.4184782608695659 40111.572115384624 0.85150057406192203 0.11859416110022301 -0.011935180518776177 0.02182923257350922 0.9543142080826118 352716.75000000006 0.027756614610552791 0.00044477733899839228 1246.5000000000002 0.029709000000000003 458827.35750000004 173706.75000000003 0.041699627414345748 -0.004737862851470708 0.010913816280663015 0.033501304686069495 -1036.9374999999998 3.5000000000000004 0.23813706798592515 -0.019364695996046063 -1559.4772727272725 9.5240406842348602 -0.03661686182022094 -0.022724327631294724 18.500000000000004 2.5000000000000004 400506.75000000006 14.500000000000002 0.26465000000000005 0.21547282980134205 -0.0040862602181732646 0.82562592817024461 -0.017954689450561997 0.011871217750012876 -604.49999999999989 0.014675119891762735 111350.47500000002 740326.2840000001 3.8004237288135596 0.60120481927710856 0.01213774085044861 0.14052401434638517 -388.29166666666657 0.78494086193573664 -2817.4999999999995 0.47683725623617584 0.0029627605108544235 3.5000000000000004 0.013682757038623096 -172.49999999999997 0.82213438735177879 0.0056984780821949252 0.0053182153496891269 2.2446587526612998 -1155.7071428571428 2.7366572361421118 0.075750000000000012 3.5000000000000004 0.4062980873576168 0.043258983641862876
decision_type=10 10 8 2 10 10 2 2 2 8 8 2 10 2 10 10 2 10 10 10 2 2 10 2 2 10 10 10 8 2 2 8 2 10 2 10 2 2 8 2 2 10 2 10 10 2 10 10 10 10 10 10 10 2 2 10 10 2 2 10 2 10 10 2 2 2 2 10 10 2 2 8 10 2 2 8 2 10 2 10 10 2 10 2 2 10 2 10 8 8 10 2 10 8 10 10 10 2 2 2 10 10 2 2 10 10 10 10 10 10 2
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Tree=569
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threshold=1.0000000180025095e-35 47269.500000000007 140459.25000000003 1.0000000180025095e-35 -1098.9499999999998 -0.015870056115090844 -1469.4999999999998 129127.30800000002 0.35151790798733135 -1490.4999999999998 -0.015853041782975193 0.01170672941952944 0.15855000000000002 0.3975709773679203 209.07142857142858 0.22826830897873143 -1294.8999999999999 0.0087500000000000026 -0.019336468540132042 239798.94642857145 -0.0020170324714854355 -2106.8124999999995 -0.022875729016959664 0.078699177171972487 -0.025473807007074353 0.11775000000000001 9.5000000000000018 0.00068294515949673962 -368.49999999999994 -2371.4999999999995 -0.0028350608190521594 -1500.4999999999998 0.0092522855848073977 0.12065000000000002 296392.50000000006 4.2507142857142872 -0.0034787028562277551 0.68174625008939993 -0.025175860151648518 0.29164929654580174 -0.013665686361491678 27.88516483516484 35.500000000000007 0.06235000000000001 -360.49999999999994 75025.258125000008 -0.004737862851470708 292502.25000000006 0.051750000000000011 1.5000000000000002 0.027550000000000002 -709.96428571428567 3.5000000000000004 3967.5607875217288 -0.017400776036083695 6.3469899665551841 117.50000000000001 -2114.4999999999995 -2353.4999999999995 -0.014709526672959326 11.400873362445417 0.19427956027341467 15819.280702017821 7223.1885000000011 0.13874808702359268 305.94375844613387 0.70695222719695916 0.53571428571428581 178459.35000000003 0.0015867712791077795 31.500000000000004 -0.0023938596714287992 0.012104640249162914 0.22015657038658945 36032.625000000007 0.036450000000000003 -1055.4999999999998 -0.0080360118299722654 0.099999000010123365 0.017200000000000003 0.23415299555913169 2.5000000000000004 -1500.4999999999998 0.061803628134726077 0.30056087146903615 1006.5000000000001 0.0062100954819470653 198157.50000000003 0.52466460595643982 -0.0048971846699714652 0.032453226222134132 2.4915910073924654 14.500000000000002 -10.499999999999998 31.368925393566055 -1010.4999999999999 0.26476411465333066 0.84559150201162447 -0.00011934551730519159 0.35421484362303374 -0.0073680903296917668 0.026121823117136959 -0.04369555972516536 5.4006578947368427 1.0000000180025095e-35 0.0077496964950114497 -0.0043038029689341775 12973.593214285715 -0.024432564154267308 8007.1200000000008 -0.035357093438506119
decision_type=8 10 10 10 10 2 8 10 10 10 2 2 10 8 10 10 10 8 2 10 2 10 2 10 2 8 10 2 8 2 2 2 2 10 2 10 2 8 2 10 2 8 2 8 10 10 2 8 8 2 8 10 2 2 2 8 8 8 10 2 8 10 2 8 10 8 8 10 8 2 10 2 2 10 10 10 10 2 10 10 8 2 2 10 2 10 2 2 8 2 10 10 2 10 2 8 8 8 2 8 2 2 2 10 2 2 2 10 2 8 2
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leaf_count=242 1329 944 1678 289 394 574 178 1466 333 530 1754 847 249 193 877 153 958 529 8861 1790 1491 1321 23136 275 1211 83 175 1451 371 1369 851 144 190 516 2295 482 4001 806 1269 340 277 395 1030 1152 310 2942 760 166 1761 1023 1503 788 1630 28478 27103 1866 676 3246 400 112 398 533 524 696 177 2355 934 95 175 414 240 2807 2544 743 884 364 876 47 1426 285 446 1260 425 296 136 76 678 265 298 307 10204 392 1179 1319 1752 3677 105 749 974 1117 1186 364 3333 445 1294 3435 3203 178 3372 90 469
internal_value=0 -6.0123e-05 -0.00066078 -0.00136947 -0.000337558 0.000563906 0.000835402 0.0020713 0.00436527 0.00864654 0.0131348 0.00088475 -0.00060255 0.00118529 0.000761629 0.00752815 0.0032997 0.00433596 -0.00150758 -0.00170476 0.00158805 -0.000311717 -0.00295136 0.0108546 0.00100361 0.0174182 0.0104076 -0.00539695 -0.00156798 0.00170597 0.00435766 -0.00281686 -0.00169521 0.00193488 -0.00414512 0.0210643 -0.00535603 -0.00227319 0.00125103 0.0010175 0.00502225 0.00758035 0.00983618 0.0144146 0.0111397 -0.00785889 0.00194755 0.00611617 0.00113328 0.00456393 0.00823877 -0.000245038 0.000871502 0.00190669 -0.000234911 -0.00222263 -0.00263381 -0.00121817 0.00617117 0.00195306 0.00868067 0.000178314 -0.00120491 0.00303994 0.0125255 -0.00131778 0.00803044 -0.0032417 0.01144 0.00155957 0.00129278 0.00232553 0.00427243 0.000932765 0.000212654 0.00702562 0.00215855 0.000228016 0.00243071 0.00428938 -0.00647769 -0.00038596 0.00795976 0.00147085 -0.00360285 0.00857819 -0.004929 0.00714452 0.00190519 0.00286279 -0.000376384 -0.00108683 0.0035191 -1.17838e-05 0.00718968 -0.00566515 -0.0014021 0.0022214 -0.00286109 0.000254962 0.00434599 0.00578501 -0.00561452 0.001716 -0.00251938 -0.00160156 -0.00530507 -0.00553248 0.00252207 0.0143841 0.0058399
internal_weight=0 11189.5 5701.26 3869.27 2348.03 5488.23 1832 765.463 409.071 177.711 115.723 231.361 356.391 1757.04 1656.06 100.981 507.616 451.797 1582.56 332.529 178.36 61.9879 1521.24 78.7314 4553.6 37.6596 94.5538 154.169 934.624 257.206 184.846 677.418 71.5529 147.132 530.286 31.9708 443.234 1298.29 4268.87 4030.22 238.649 168.092 144.853 87.4062 23.8627 44.4851 87.0518 41.845 3985.73 272.549 151.016 121.533 3713.19 1915.13 1798.06 160.539 284.734 253.622 44.9012 284.272 52.353 231.919 111.589 69.5665 24.1998 210.595 113.293 1479.39 77.546 26.0409 1855.65 1146.82 592.279 272.837 554.545 319.442 369.723 273.009 205.33 173.574 31.7558 708.828 296.754 68.8793 184.822 13.529 171.293 96.7142 148.681 41.0719 1148.45 976.546 171.899 797.828 109.334 178.719 591.984 168.645 423.338 202.251 111.204 107.502 221.087 78.4835 1276.71 970.502 306.212 32.874 357.244 24.8935 32.4894
internal_count=201104 177316 86687 58904 35041 90629 27783 13650 6893 3938 2284 2955 6757 26105 24612 1493 5911 5034 21391 6198 3281 1654 23863 1300 75798 718 1133 2917 14831 5346 3977 9485 1603 1880 7605 565 6296 17599 70902 66837 4065 2854 2459 1429 559 3282 1309 632 63555 4583 2526 2057 58972 30108 28864 2108 4896 4220 974 3792 792 3000 1364 840 343 2888 2374 23231 1440 589 23788 14015 7179 3287 6836 3892 4617 3468 2592 2099 493 9773 3528 721 2219 212 2007 1149 1724 582 18701 15592 3109 11523 1930 4069 8513 1798 6715 3277 2160 1049 3438 685 16793 12296 4497 549 3901 375 659
is_linear=0
shrinkage=0.0227381


Tree=570
num_leaves=112
num_cat=0
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split_gain=5.15813 10.4733 11.1589 9.49042 9.29327 8.46603 8.99952 9.7283 12.4585 9.16881 8.87013 10.1232 7.96445 7.95109 7.95189 7.73671 8.2908 8.5393 9.2162 11.0927 8.49502 8.73875 10.3266 7.65942 10.9036 9.47313 7.57022 10.4159 9.57252 7.51206 7.48037 10.427 9.53061 7.46993 8.32052 9.0662 8.20398 7.3883 9.79331 7.34258 7.31588 7.72067 7.4216 7.74526 8.42663 7.67239 7.29447 7.09662 6.88873 6.87934 8.49205 6.63497 7.47229 6.99909 6.59524 6.51373 6.50892 6.81718 7.32545 6.46695 6.40614 6.3984 6.33871 9.09463 6.28027 16.28 8.07412 7.59316 12.0686 9.82268 9.03788 7.51335 10.5227 7.28747 9.65662 7.27516 6.22705 6.16438 6.15525 6.13437 6.1105 6.08421 6.38342 6.33979 6.02314 6.01723 5.95612 5.87984 5.85152 5.85018 5.80696 5.72495 5.65433 5.6268 5.54565 5.42599 5.29774 5.25117 5.12029 5.05182 5.04597 5.0414 5.07757 4.83019 4.80912 6.64601 4.77569 6.63025 6.91214 7.65356 6.50726
threshold=1.0000000180025095e-35 0.13377179950475696 -0.008076058700680731 140139.37500000003 4.4787159761411308 10.500000000000002 0.005897786235436798 0.0040767346508800992 0.012809174600988628 -0.0067695237230509511 -678.96153846153834 0.40757901117839129 825417.49500000011 0.0041966114658862361 -0.021813049912452694 -0.077392805367708192 0.17752100840336138 -0.013166029471904038 0.012161952443420889 0.033654190599918372 64.258726899384001 91.500000000000014 0.34986726989718797 -0.066980902105569826 0.93593741860389279 7588.6500000000005 0.15286400172308848 -0.019112920388579365 4.5000000000000009 11.500000000000002 -0.032551335170865052 0.51097783907795657 -1432.4999999999998 34.500000000000007 0.0051500000000000009 0.012755824718624355 -831.97058823529403 0.14805000000000001 -2327.4999999999995 10505.250000000002 -0.016462996602058407 0.077550000000000022 0.011461297050118448 71.500000000000014 0.68767311440136358 0.27888888888888896 47.500000000000007 0.041850000000000005 0.28855861898354457 -0.0075259965378791085 0.08709879579975259 0.095700000000000021 -0.0042426167055964461 -0.015800944529473778 0.70706970361793686 0.0014500000000000001 -1932.8285714285712 1347750.0000000002 0.0082500000000000021 0.75941880315120347 0.25394196115799111 0.00490851840004325 -0.018284874968230721 -0.0038517359644174571 311322.40909090912 56.521560574948673 0.14506848184979046 45544.500000000007 0.60669678243265945 -0.0042534754611551753 0.001987015595659614 8900.7975000000024 -0.012570593971759079 -78.499999999999986 1.5000000000000002 57.37850787132102 -166.49999999999997 -0.0066621953155845395 83.762722222222223 -463.97619047619042 0.032150000000000005 0.047462061047554023 0.29520697167755999 1127250.0000000002 830864.25000000012 0.36669821841175004 0.01305663399398327 -569.49999999999989 0.2017000383202591 0.0054086423479020604 -0.00022373585670720783 0.0091475411318242567 10127.250000000002 -0.016003011725842949 1671.6579857142858 0.059993494302034385 527951.25000000012 -1284.9444444444441 100650.00000000001 0.42108284313489924 36677.700000000004 0.069839810463306576 -298.49999999999994 0.31854874931260024 0.89657370200557229 0.98385000000000011 7669.3518017815486 0.018119000000000003 0.0035247446503490214 1.0000000180025095e-35 -0.01139953965321183
decision_type=2 2 2 8 10 2 2 2 2 2 8 2 8 2 2 2 8 2 2 2 2 8 10 2 8 10 10 2 8 2 2 2 10 10 10 2 8 8 8 10 2 8 2 10 8 8 10 10 10 2 2 8 2 2 10 8 8 8 10 8 8 2 2 2 8 2 8 10 8 2 2 8 2 8 2 2 10 2 8 10 8 2 8 10 10 8 2 8 10 2 2 2 10 2 10 2 10 10 10 10 8 8 8 10 10 10 2 2 2 8 2
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is_linear=0
shrinkage=0.0227381


Tree=573
num_leaves=112
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split_gain=5.76851 6.81261 6.71578 4.8444 7.65437 8.86868 8.55716 7.17919 6.90327 6.60999 6.19962 7.30328 6.89973 6.23974 5.6836 10.3996 8.59456 10.549 8.93542 8.70205 8.38035 7.43203 9.83132 9.09304 8.92534 13.0681 8.47851 10.3762 10.3017 8.60418 9.0179 8.49077 10.2337 8.32167 8.22397 8.0976 8.42073 7.40582 7.32081 7.22787 10.5194 7.16928 7.66162 8.68557 9.41903 9.138 8.75601 7.22529 6.96583 6.85995 6.84183 6.83 7.69668 9.14792 8.32753 6.82536 6.71982 5.98206 9.75032 5.83851 6.3918 5.83794 5.8315 9.74941 10.4908 9.79729 9.23679 11.2372 9.05153 9.15155 8.51112 8.49343 8.37921 8.32705 7.34511 5.6604 5.65412 5.61839 5.56859 5.55742 5.4652 5.45412 5.12986 4.96152 4.89106 4.86879 4.9418 4.83682 4.96299 5.38038 4.75442 6.00454 4.70658 5.01052 4.60521 4.54437 4.48743 4.44124 4.43722 4.34395 4.02877 3.90345 3.79908 3.59914 3.5704 3.52468 4.41458 3.49 3.45193 3.40429 3.18249
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decision_type=10 10 10 2 2 2 8 8 8 8 2 8 8 2 2 8 10 10 2 2 2 8 8 8 2 10 8 8 2 10 2 10 10 2 10 10 8 2 8 10 10 10 10 8 10 10 8 10 2 2 2 2 2 10 8 10 10 10 8 2 2 10 2 2 2 2 2 2 10 2 10 2 10 8 2 2 2 10 2 10 10 2 10 2 10 2 8 8 10 2 10 2 2 2 10 8 2 10 10 8 10 2 8 10 2 8 8 2 10 10 8
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leaf_count=13657 487 120 125 100 184 367 298 266 291 91 103 642 536 217 263 510 170 162 329 112 953 306 554 8713 313 255 191 2129 133 13261 637 965 663 9924 185 768 229 115 187 12348 1348 2087 197 473 3407 365 2095 631 3335 115 678 455 2185 691 2343 307 579 244 92 665 96 125 4462 3451 1692 16979 154 4291 175 15277 370 23116 13979 638 930 748 465 157 123 123 147 6451 154 158 743 153 84 966 215 303 444 273 150 445 363 230 158 98 1279 85 181 4195 133 141 208 237 620 173 135 232 275
internal_value=0 -0.00719616 -0.010257 0.000106351 0.00304128 0.0100187 0.00100342 0.0154027 0.00469623 -0.0040215 0.0066602 -8.88318e-05 0.0105641 0.00704101 4.0598e-05 -0.00158124 0.00346986 0.0055761 0.00981864 0.0131311 0.0159212 0.000183047 -0.000575486 -0.00190258 -0.00518218 0.00255867 0.000616033 0.00209903 0.0027207 0.00198349 0.00285872 0.00795654 0.0108143 0.000324248 -0.00106051 0.00437297 -0.00202776 0.0158102 0.000946089 0.000603751 0.00189218 -0.00260279 -0.00309588 -0.00206004 -0.00272458 0.00169429 -0.00440743 0.00742594 -0.00794276 -0.000828303 -0.00203108 -0.00238566 -0.00153622 0.00139834 -0.00453489 -0.000871266 -0.00161986 -0.00330981 0.0044492 0.00632473 0.0095848 -0.0103303 0.000218713 0.000766021 0.00145009 -6.69897e-05 -0.000716302 0.00244598 -0.00121169 -0.00147673 -0.0014059 0.00274326 -0.00174933 0.0115422 0.000797637 0.00560664 -0.00250102 0.0133062 -0.00432216 0.00917394 -0.00683425 -0.00122217 0.00578359 0.0125963 -0.0116669 0.00390857 0.00949982 -0.0059478 -0.00772531 -0.0102249 -0.00554668 -0.0017496 0.0153737 0.0185881 0.00267472 0.000681591 -0.000116156 -0.00751712 -0.00875666 -0.00428289 -0.0107477 -0.00779382 -0.000989839 0.00287166 -0.00246949 0.00218846 0.0068167 0.00173544 0.0201689 0.00558951 -0.00144184
internal_weight=0 47.5717 42.5095 12975.8 275.805 54.7317 221.074 36.8418 127.752 93.3216 112.747 44.3968 68.3504 25.1265 12700 1018.38 167.846 144.399 93.457 73.8965 64.0905 11681.6 4243.94 1710.86 340.48 59.055 7437.64 1563.82 1406.45 1243.26 1022.76 163.192 121.637 2533.08 1370.38 122.435 54.6029 16.3702 2064.85 1950.29 1039.69 850.534 808.427 676.174 637.634 175.842 461.792 38.5397 132.253 41.5551 220.497 468.222 437.412 223.388 214.025 910.597 1247.95 157.376 33.3138 114.566 77.401 106.893 5873.82 3706.05 2755.31 1271.64 2167.77 384.172 950.738 944.383 1783.6 1483.68 1706.48 51.0183 333.154 77.1167 50.942 24.8748 42.6848 67.8317 281.425 1191.62 42.1074 18.3832 100.733 28.1945 18.204 86.983 78.7391 63.9556 124.062 78.3523 42.7611 33.5714 24.3868 25.5893 19.9401 23.4466 56.3292 13.6649 45.7096 257.039 37.1653 14.7835 17.8899 25.3592 18.1711 14.7727 26.9855 6.16015 23.7242
internal_count=200931 905 785 200026 6046 1076 4970 768 2912 2058 2614 1150 1464 508 193980 18675 3036 2428 1564 1235 1065 175305 55380 24392 6065 1047 119925 20006 18581 16705 13898 1876 1628 30988 18327 1305 414 370 25008 23927 11272 15639 14789 9300 7954 2452 5502 1346 5489 248 2807 5980 5525 2876 2649 12655 17022 1425 336 1081 761 4435 99919 65152 45238 20430 34767 6013 19914 19739 28754 24808 27636 792 5221 1118 864 788 677 891 5018 15164 850 312 4078 399 237 1874 1783 1427 1089 464 698 548 510 766 461 608 1858 558 625 4508 320 356 308 1054 857 298 502 357 538
is_linear=0
shrinkage=0.0227381


Tree=574
num_leaves=80
num_cat=0
split_feature=126 153 233 217 165 185 202 134 188 41 144 189 162 217 227 216 42 206 144 184 199 230 157 230 93 202 223 208 134 208 79 155 5 213 185 157 162 38 171 127 41 13 218 14 29 41 206 42 145 39 131 16 184 177 165 157 131 130 145 150 183 125 177 122 86 214 39 207 152 141 179 188 197 127 152 206 162 205 189
split_gain=4.78755 6.11488 5.0557 4.43803 9.19647 6.57501 6.65104 6.15283 6.12614 6.02052 4.41242 7.26971 4.84105 4.32266 7.58847 7.40593 8.62113 8.63951 9.04133 8.80106 7.86244 7.19475 7.50628 7.98356 7.27628 11.0066 7.5043 7.12688 6.99919 9.36312 10.8771 8.25692 7.91227 7.37812 6.95271 6.59612 6.57185 5.38421 10.0107 10.5755 10.1457 8.5295 12.5503 8.49217 14.6783 18.5622 9.53435 9.32919 9.26406 9.20109 7.8408 6.24677 5.26248 5.23622 4.93479 4.54106 4.32476 4.26957 3.89349 3.2205 5.10395 2.94172 5.46194 2.78086 2.59781 2.54134 2.40317 1.88197 1.61256 1.5773 2.09344 1.32885 1.28322 0.853809 0.585931 0.467408 0.390057 0.162584 0.121692
threshold=0.59179667373276312 382526.77500000008 0.0026211922522634272 -0.05305065028369426 0.89444444444444449 361.78481277354518 -0.024910456500947472 0.22015657038658945 0.5826266618756738 0.56649360908440927 -8.4999999999999982 0.034732344810253842 1.0121453141429322 0.012191683985292913 0.041110593825578697 -0.030782294459640976 0.058900000000000001 0.012931613251566889 -574.49999999999989 73053.585000000006 180975.07779569895 0.0090020736679434794 860824.4175000001 0.015821671113371853 -285.49999999999994 0.15351951122283938 -0.013363136909902094 -0.018006964586675164 0.24068409045684117 0.018130000680685047 0.10485000000000001 161653.79250000004 238682.25000000003 -0.015403948258608578 1642.3784821428574 111696.12000000001 0.999946814165659 41.500000000000007 112.50000000000001 14127.850608022913 0.50558277949122454 1.5000000000000002 -0.019953203387558457 0.020479500000000001 1.5000000000000002 0.36478087281186533 -0.096305921673774705 0.25385000000000008 899.61135126970203 0.59381441970997451 0.13520151154726542 -3687.4999999999995 107684.97300000001 0.91987179487179505 0.1408730158730159 2674207.5750000007 0.42053063910920357 0.53753180781246857 238.87439416965012 -2145.4999999999995 -722.49999999999989 4.844626967830254 0.75500000000000012 0.038089629307804136 0.026250000000000006 0.017687460407614711 0.59153962826815587 0.015725098550319675 211581.67500000002 0.38315604911077777 0.93285472043821549 0.72748612889457964 1.0948117246540681 17072.689681602933 193202.46000000002 -0.016328345052897927 0.99997777938254473 0.026474973186850551 0.28012738853503188
decision_type=2 10 2 2 8 10 2 8 8 8 10 10 10 2 2 2 8 2 8 10 8 2 10 2 10 2 2 2 10 2 8 10 2 2 10 8 10 2 10 2 8 2 2 2 2 10 2 8 8 8 10 2 8 8 10 10 8 10 10 10 10 2 8 10 10 2 8 2 10 2 8 8 8 2 10 2 8 2 8
left_child=3 2 67 4 5 6 61 -8 -6 -9 13 12 76 14 37 16 53 20 52 -20 63 28 24 27 26 -26 -23 -24 32 30 -30 -31 33 -17 -34 54 -22 43 41 40 -40 50 -43 46 48 -46 49 -48 -45 -5 -39 -41 -19 59 -16 -25 78 -58 -7 -15 -61 62 -1 -18 -13 68 -3 75 71 70 -10 -37 -63 -56 -68 -2 -12 -60 -55
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Tree=576
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leaf_count=578 1479 951 147 666 400 244 7115 125 102 935 369 764 601 7418 426 256 395 121 200 63 342 150 119 959 1068 418 588 188 144 306 381 343 353 123 231 507 424 440 346 517 284 712 292 455 85 107 94 607 276 283 171 217 385 93 162 1858 333 1701 375 3304 1498 647 820 2279 1090 374 231 755 126 296 381 710 388 387 438 609 948 956 103 571 150 481 705 2089 406 2002 2028 1794 585 829 125 557 4795 869 15990 88081 14231 671 434 395 259 96 159 153 757 522 117 1002 2690 1026 483
internal_value=0 0.00146659 0.00196412 0.00158628 0.00189172 -8.40453e-05 -0.000286995 -0.000225747 -0.00333779 -7.79948e-05 0.00514758 0.00810527 0.00246438 -0.00520077 0.00135309 -0.00468295 0.00768961 0.0103827 0.0012071 0.00266879 0.00062773 0.00563415 0.0111321 -0.000248863 0.00191125 0.00388664 -0.000746371 0.00683579 -0.00260151 -0.00392099 0.0106355 0.0131976 0.000288861 0.00524194 0.00884207 0.00290964 0.000996348 -0.00148098 0.00691611 0.00488875 0.00232213 -0.00149587 0.0120382 0.0168608 0.00576932 0.0100148 -0.00354104 0.0125703 0.0156421 0.00936808 -0.00607101 0.00136465 -0.00579444 0.00224785 0.00043695 0.00287936 -0.000568428 0.0064972 0.00355242 0.00145896 0.000272968 0.00596918 0.00130024 0.0085165 -0.00348303 0.00379808 0.0141965 -0.0034946 0.00152675 -0.00604885 0.000678419 0.0161852 -0.00240688 0.00157277 0.00661517 -0.00453668 -0.00811421 -9.89332e-05 0.0183567 0.000186429 0.00654645 -0.00429563 -0.000245328 -0.000155838 -0.00181119 1.936e-05 0.00301861 0.00601675 -0.00240223 -0.00413755 0.00677879 0.00976264 0.000178235 -0.00106049 -0.000149861 -0.000356728 0.00160963 -0.00369769 -0.0051458 0.00958341 0.0142026 0.0189516 -0.000914208 0.00705817 -0.00405746 -0.00622276 -0.00728921 -0.00172411 -0.0102906 -0.00551777 0.00182217
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internal_count=201184 19440 18101 17204 16626 181744 156857 155378 11132 144246 2750 1815 2623 8509 1051 682 1267 223 24887 11157 7025 4132 1332 13730 6822 4942 2192 2750 6908 5976 1792 1411 503 932 688 2800 958 5179 534 2303 1796 1229 872 580 1846 1075 1880 990 883 567 1339 388 8286 15960 6637 4054 2191 1863 9323 5202 4802 4121 1467 2654 2583 467 457 1356 1339 1636 677 829 4837 1884 825 2953 1557 1396 334 771 244 1774 1186 141496 14412 127084 6780 3822 13324 7944 1088 963 5380 2958 120304 104071 16233 1059 497 897 502 355 1195 279 916 4637 4115 1308 2807 2116 868
is_linear=0
shrinkage=0.0227381


Tree=577
num_leaves=84
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split_gain=5.75467 8.26316 7.54271 6.31301 6.04004 5.73465 5.17013 7.58699 5.14542 5.01344 12.9632 8.45157 7.43405 6.87492 5.36196 6.00513 5.01106 4.99139 4.93212 4.87093 4.70641 8.47885 7.5693 7.77471 7.47416 11.107 8.30581 7.25847 7.17657 8.03675 6.88391 6.33738 6.21387 7.28889 6.06719 5.90049 9.10948 9.6573 7.89281 6.96625 7.85233 6.53387 6.23182 7.52424 9.62057 9.24574 6.7027 7.96571 6.04085 4.53782 4.37941 4.31607 4.04 4.03654 3.91744 3.65405 3.64955 3.53281 3.48742 3.66817 2.99668 2.97465 2.80933 2.76388 2.45271 3.71132 3.53552 2.8195 2.37384 2.2488 2.11997 2.01472 1.97386 1.71657 1.5118 1.34723 1.16383 1.02724 0.948292 0.813497 0.791069 0.291795 0.135712
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decision_type=10 8 2 2 10 10 10 8 8 8 10 8 2 10 2 2 10 10 8 10 8 2 2 2 10 2 10 2 10 8 10 8 2 2 8 2 10 10 2 2 8 8 8 2 2 2 8 2 10 8 10 8 2 10 10 2 10 10 2 2 10 2 10 2 2 10 2 2 2 2 8 10 8 2 8 2 8 10 10 10 10 2 2
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internal_count=200861 19169 18251 16071 14723 7332 918 2180 7391 6783 1127 954 7162 5656 5358 6263 3343 2920 738 608 1348 474 512 181692 50605 15417 11251 4528 2887 6723 35188 4166 33380 2028 3942 3321 1161 2160 31352 28860 18638 10222 11054 302 2492 2781 1504 1277 1085 1808 1165 597 131087 2267 1414 1473 1174 785 1845 422 7584 128820 1620 9920 127200 58638 3498 55140 37655 3970 17485 15787 68562 49472 48797 31776 19090 1139 17951 13020 4931 17021 33685 1698 3071 2160 911 675 981 1727 429 1298 236 1407 3593 2460 1133 612 658 260 436 1641 968 552 719 332 301 427 311 643 414
is_linear=0
shrinkage=0.0227381


Tree=579
num_leaves=112
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split_gain=5.09721 7.32275 8.77227 9.10181 10.2353 8.90922 11.4524 7.87249 8.3876 8.56337 11.1083 8.00468 10.5075 9.39633 11.7105 8.80658 8.60108 7.78956 9.54123 12.1797 10.4839 9.95372 8.92213 8.45491 8.66046 8.91236 7.76199 8.44911 9.80415 9.87387 8.65648 7.93972 7.74388 8.72297 7.68622 7.63135 10.4756 9.16371 10.7681 8.03826 7.63093 7.60719 7.60182 9.51871 7.47525 7.31625 7.20675 7.11882 7.60858 9.90864 9.43169 7.09201 8.13972 8.14362 12.2082 8.20485 7.33232 7.23503 9.71539 7.16022 8.32681 9.67265 9.64798 11.1687 9.57498 7.87235 7.55372 7.07435 7.90553 9.2741 7.51298 7.05253 7.03673 7.02516 10.4665 6.94965 11.6461 12.9822 11.5978 10.3475 10.7231 11.1328 10.2995 12.9266 9.11396 11.956 9.8578 9.65517 8.46363 12.0357 8.28945 8.47028 8.44984 7.70618 7.65869 7.43169 8.85938 7.42211 6.90966 14.0245 8.40069 6.86476 6.85417 6.80818 6.78786 6.78751 6.75762 6.74606 9.65606 8.80781 7.68622
threshold=-4256.4999999999991 0.36897172918394644 -199.49999999999997 0.27229848723156036 0.23788662186089082 0.090912151573916286 -0.027956251055002209 -0.027638852596282956 3.5000000000000004 0.058568730413218285 26.500000000000004 0.33390460415716283 176578.87500000003 0.0085910744965076464 0.0089086992666125315 0.14135000000000003 2804.5000000000005 -1226.7749999999999 0.072150000000000006 0.077088147903598567 -0.0014980045962147413 57.019849418206711 0.59466147614417364 12.682085561497328 0.43071945761293434 10429.991357142859 0.083089450992369959 0.77304493380575379 0.052142705768346793 21.682178932178939 2306.3311607142859 0.079450970792956502 9.5000000000000018 -0.0089433388784527761 0.30253195581673903 -0.0020012082532048221 0.40936473165388837 3.9773334844630788 133015.61250000002 0.017005581408739093 0.018773460760712627 10.175337837837839 0.69332585501323363 6789.6900000000005 0.64028492490012201 16.308608058608062 0.02641882095485926 3.5000000000000004 0.089550000000000005 14.500000000000002 0.65490537598991272 0.040514251217246063 -5698.4999999999991 -68.499999999999986 0.61540364228952837 0.075450000000000003 12.500000000000002 17.500000000000004 0.095052208365198523 0.032017769291996963 0.012088123708963396 0.2913045997404064 0.14716430915838632 0.013249126728624107 32647.500000000004 0.55505050505050513 -0.021031738258898255 -0.023411673493683335 0.36962292200069041 0.212819396831707 -0.014819865580648182 -1266.4999999999998 0.052350000000000008 1066554.0000000002 0.00064527598442509781 45.704838709677425 0.065138060282427843 0.01604842767119408 53.123887748117731 142406.77500000002 11882.283750000002 167508.00000000003 22.020833333333339 0.33773529588338969 0.91986256365041108 9.8337651122625243 0.98835000000000017 8.5000000000000018 0.58892966127273738 -0.0043682218529283992 0.82870012870012888 0.94591341731188938 -0.060554986819624894 0.99999778408012618 -0.015121402218937872 9.5000000000000018 0.051214128242798147 13.02777777777778 0.11992220295699145 0.16875000000000004 20.500000000000004 12.500000000000002 0.6090000000000001 10.352294764059472 0.99999659957538056 202699.86136363642 75878.437500000015 117547.33500000001 23.994897959183678 27.500000000000004 -0.013796644750982521
decision_type=2 10 8 10 8 8 2 2 2 10 10 10 10 2 2 10 8 8 10 8 2 2 10 8 10 8 8 10 2 10 8 10 8 2 2 2 10 2 8 2 2 8 10 10 10 10 2 8 10 8 10 2 2 10 10 10 10 2 8 2 2 10 10 2 10 8 2 2 8 10 2 10 8 2 2 8 8 2 2 8 8 2 10 2 10 10 10 8 2 2 8 8 2 8 2 8 10 10 10 8 10 10 10 8 10 8 10 10 10 10 2
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leaf_count=17884 4833 2583 359 217 752 1447 542 11993 4418 410 285 273 4246 4817 3098 455 2793 1660 1017 2029 1826 382 262 317 1129 1297 3854 9320 274 854 1056 660 515 421 200 1506 157 358 809 840 1692 3103 240 734 644 598 122 528 833 147 1137 2017 597 1110 478 200 292 162 162 4238 1158 485 520 713 1603 2078 8109 197 603 135 2900 950 852 1226 1566 5221 1407 594 1561 999 6028 2992 2864 354 353 776 749 3804 790 6405 653 283 280 149 1395 1369 733 1764 5328 2963 670 240 255 8283 422 292 1087 2034 334 2750 684
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internal_weight=0 10254.4 6919.18 585.165 106.262 6334.02 1765.67 4568.35 1099.48 536.323 38.1648 3468.87 3174.59 2360.62 1654.23 813.975 776.076 3335.22 782.061 190.052 592.008 303.915 24.5218 288.093 216.321 109.774 1634.68 1539.36 552.159 522.419 987.205 890.065 71.7724 58.2326 40.5013 563.155 247.891 315.264 128.925 226.152 706.386 279.393 164.108 27.1332 478.903 42.3187 15.9139 107 79.4303 54.1546 35.8931 2793.3 2661 1050.34 125.645 33.026 132.302 1610.66 56.4551 1554.21 1342.45 256.412 228.006 98.8789 129.127 1086.04 1036.09 294.277 73.4765 35.3242 220.8 130.99 43.434 924.695 108.722 2553.16 580.489 388.276 360.57 1972.67 1449.66 592.269 288.567 129.373 857.393 546.117 351.424 194.693 551.066 500.373 192.213 101.615 31.82 50.6928 69.7951 523.011 78.6053 159.194 311.276 106.948 204.327 186.339 59.1593 928.469 72.0027 36.0424 115.285 444.405 368.053 321.296 46.7568
internal_count=201142 147409 68479 6646 1169 61833 17869 43964 10470 5113 695 33494 29094 21600 15091 7494 7039 78930 20562 5691 14871 7634 644 7237 5264 2681 16560 16018 4982 4708 11036 9980 1973 1656 417 5357 2444 2913 1167 2287 6509 6990 4077 974 5477 1019 637 3662 2645 1812 1284 53733 51424 22464 1788 678 2309 28960 1176 27784 23546 4479 3994 1871 2123 19067 18470 4400 1011 408 3389 1309 1014 20676 2792 58368 13237 8966 8372 45131 32006 11335 6389 3218 20671 11357 6777 4580 10336 9397 4271 2611 563 939 2048 13125 2102 3171 9314 3316 5998 1746 1384 16392 1983 489 2913 11023 8989 7971 1018
is_linear=0
shrinkage=0.0227381


Tree=580
num_leaves=112
num_cat=0
split_feature=188 179 169 180 41 204 188 126 133 222 134 149 211 41 128 216 141 141 24 190 74 217 219 10 219 179 200 122 38 126 224 90 171 210 227 222 169 80 184 224 43 40 222 206 14 225 13 41 179 196 154 223 196 219 222 120 38 225 221 176 232 120 136 27 211 17 40 191 229 227 134 229 40 56 216 14 128 226 15 183 141 126 144 230 183 171 136 71 231 142 156 128 132 217 206 134 180 13 186 170 132 177 127 17 217 188 142 149 157 216 205
split_gain=6.12049 10.2976 9.88327 12.6652 9.71492 7.62535 6.76597 6.74662 6.36284 6.87578 5.94917 11.0955 12.7346 9.36688 5.67612 5.63416 5.59806 8.43008 5.51554 7.78639 7.46941 8.59725 10.4574 8.50749 9.83422 7.74084 7.331 6.78859 6.67575 10.7955 9.39712 7.75303 8.32115 7.99832 6.61566 7.71312 10.1755 8.64074 10.226 7.9645 9.14541 9.24726 8.64507 8.61071 7.25549 11.3473 8.31344 6.82918 9.42386 8.89063 6.82767 6.46694 6.7361 6.37638 6.16566 6.06081 6.6824 5.82784 6.45167 6.06213 5.65009 5.43389 5.27905 6.50725 5.12323 5.18033 5.06113 5.03276 5.01203 5.24592 4.87364 4.83286 4.71762 4.67845 4.51264 4.35034 4.3019 4.2246 4.18605 4.14633 4.00444 3.98056 3.83757 4.12806 3.78052 3.59249 4.65821 3.55398 3.5215 3.69815 3.67323 4.31773 3.41926 3.96442 3.34714 3.30739 3.27107 3.23951 3.1158 3.11006 3.03938 3.03892 3.03754 3.03019 2.96691 2.79612 2.75761 2.75749 2.69543 2.68921 2.67979
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decision_type=8 10 8 10 8 2 10 2 8 2 10 10 2 10 10 2 2 2 2 8 8 2 2 2 2 8 10 10 2 2 2 10 8 2 2 2 10 8 8 2 8 10 2 2 2 2 2 10 10 10 10 2 8 2 2 2 2 2 2 10 2 2 10 10 2 2 10 8 2 2 10 2 10 8 2 2 10 2 2 10 2 2 10 2 8 10 10 10 2 8 10 10 8 2 2 10 10 2 8 10 10 10 2 2 2 8 10 8 10 2 2
left_child=1 2 75 4 77 6 15 79 -5 14 18 13 72 73 74 68 -6 103 19 95 21 25 27 67 -25 51 28 66 29 53 -31 33 -33 -30 50 37 44 38 62 40 54 -42 43 -41 45 102 -47 49 -49 -46 80 52 -21 -22 -39 84 -57 58 81 60 -59 -29 63 -36 -14 87 -23 -24 -3 -70 -15 -61 -13 -12 -10 82 -8 -4 -60 -7 92 -28 -1 -84 -27 86 -38 -66 90 110 91 96 -20 -94 -52 -2 -75 -93 -78 -72 -95 -53 -37 -18 -88 -74 -81 -100 -92 -19 -90
right_child=10 5 3 8 16 7 76 -9 9 -11 11 12 64 70 -16 -17 17 109 34 20 26 22 23 24 -26 55 57 61 31 30 -32 32 -34 -35 35 36 85 39 -40 42 41 -43 -44 -45 47 46 -48 48 -50 -51 94 101 -54 -55 -56 56 -58 59 78 71 -62 -63 -64 -65 65 -67 -68 -69 69 -71 99 -73 105 88 -76 -77 98 -79 -80 106 -82 -83 83 -85 -86 -87 104 -89 89 -91 108 97 93 100 -96 -97 -98 -99 107 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_weight=16.654146975837644 10.86799746961333 6.9810411110520354 26.669990183785558 11.130202014930545 5.2651218492537728 6.0161662362515953 6.3873232863843432 17.917121538892388 41.120086057577282 11.570053426548837 1.5529891182668496 4.4281390272080925 5.9907608181238201 7.7484373985789698 14.359334582462905 16.177304686978459 10.921301936730744 6.3796552810817939 5.0722420909441999 8.475478711538015 36.274106830358505 53.107596900314093 92.440356634091586 104.4500295817852 54.341226369142532 7.1896042246371508 9.1320719858631509 82.90202655736357 5037.2805279209279 105.81167238950729 12.966216027736662 134.8386336741969 106.7419307557866 2708.155028170906 14.398022487061096 8.1861802693456394 10.230439258739354 6.1510022878646842 13.165189376100896 168.09450586047024 799.61162339523435 76.982535444200039 19.089930295944214 390.74873521644622 782.5781461042352 31.783676871098578 7.6148199755698434 45.776344467420131 76.123636782169342 213.06532057002187 5.8252720744349045 7.445840900763872 17.232997930608693 465.3808718486689 220.77774814656004 21.801864315755665 21.94467653427273 10.090215642005203 47.551734956912696 8.317101572640242 107.24868703447282 22.295953415334225 6.8414445403031996 45.504446940496564 7.8286840135697311 9.3327161339111591 7.6304574729874721 32.405339700169861 10.233959080651404 18.142340514808893 4.085361116565764 18.262809876352549 6.4350777249783304 3.7149881732184431 8.5544870547018927 8.6766234338283521 29.405483281705528 11.182314511388538 4.6303267376497379 12.609374741092328 5.4244439117610446 13.963244938291608 6.2022772580385235 9.8755596431437898 5.7329010255634767 30.572430996224284 7.5982653591781881 3.5408629432786256 1.8768366300500932 5.2101211538538319 2.4096988998353472 69.561133381677791 7.785025931429117 61.837075005751103 7.2790195210836828 5.9370613545179358 2.8967689536511898 2.5271976776421061 16.577760125976056 1.3738163476809857 4.5638887421227983 21.619137544184923 5.6673095468431702 8.8575070369988698 10.522574277594684 17.107036190107465 7.1159211546182606 11.808246286585929 5.331565722823143 4.5670475699007511 1.647240000311285
leaf_count=318 145 101 333 209 92 98 70 397 500 173 70 158 241 625 227 229 195 117 33 113 432 850 1683 1330 686 142 153 1228 75289 1975 182 1574 1131 36361 211 149 94 124 216 2692 12234 2304 306 6041 12188 521 93 1565 2609 2452 138 75 189 6056 4248 294 295 185 946 135 2047 256 148 584 300 503 202 669 150 246 293 229 207 213 112 172 428 120 66 222 104 262 65 130 87 415 78 170 117 281 134 3852 109 1037 97 95 151 119 263 115 168 321 97 137 113 834 73 119 252 77 78
internal_value=0 0.00315274 0.00645664 0.00891549 0.00164135 -0.00115072 -0.00416258 0.00620329 0.0144018 0.0165426 0.000185409 -0.00400017 0.00396561 -0.00796137 0.019136 0.00186186 0.00908338 0.012424 0.000243268 0.000516998 0.000482527 -0.00204227 -0.00343673 -0.000719071 0.00271723 0.0034263 0.000644834 -0.00781774 0.000750704 -0.00150702 0.00444509 0.000927517 0.0048699 0.000799289 -0.000589257 -0.000389914 0.00098792 -0.00135199 0.00559218 -0.00170878 -0.00283427 -0.00174534 0.00045028 0.00104927 0.00147298 0.00906338 0.0145202 0.00104484 0.00593672 0.000400205 -0.0061623 -0.00252945 0.00496577 -0.00296748 -0.00682332 0.00875776 0.0122864 -0.0033839 -0.00815029 -0.000571831 -0.00287342 -0.00379767 0.0091537 0.0112269 0.0133225 0.0040811 -0.013446 -0.00498321 0.00653841 0.0102896 0.00683521 0.00780734 -0.00599675 -0.0103749 0.0223913 -0.00297178 -0.00864861 -0.00580615 -0.012054 0.0122451 -0.00848611 0.0015471 -0.00659828 0.00139481 -0.00332359 -0.00761022 -0.00109185 0.0112845 -0.0112687 0.00134243 -0.0125491 -0.0138897 -0.0098026 -0.011006 0.00626686 0.0130916 0.00174366 -0.0153566 -0.0105214 0.0152651 -0.0126454 -0.00877937 -0.00607268 0.0190433 0.00522882 -0.00976777 0.0159697 -0.00351626 0.00121637 -0.00265182 0.0100867
internal_weight=0 361.358 201.986 160.577 73.8429 159.372 115.713 43.6586 86.7342 75.604 12657.9 164.599 54.6633 109.936 64.0339 51.5346 35.9906 30.7255 12493.3 9404.47 9387.66 561.015 449.573 283.637 158.791 111.443 8826.65 165.936 8607.45 620.433 118.778 7987.02 241.581 7745.44 3088.87 2991.08 1229.72 1761.37 79.9091 1681.46 1103.52 876.594 577.933 558.843 1170.8 53.252 39.3985 1117.54 121.9 995.643 97.787 54.7735 25.7085 501.655 226.929 56.669 43.7465 219.196 75.2774 143.919 117.339 105.198 66.7439 59.9025 26.693 20.7023 60.7381 124.846 35.3573 28.3763 13.2076 26.5799 27.9703 96.7285 49.6746 41.4086 64.1788 37.8523 52.1821 25.7415 84.6827 23.0953 32.732 16.0778 12.9225 58.9237 28.3513 11.3695 95.1756 8.7342 86.4414 78.7001 79.2582 74.186 13.1043 16.8051 6.61176 72.0883 57.7915 5.45918 66.401 29.065 13.8535 19.7788 18.1208 23.5421 19.7253 28.386 7.74126 10.9467 3.52408
internal_count=200937 5373 2977 2292 1071 2396 1606 790 1221 1012 195564 8713 2413 6300 839 726 618 526 186851 135683 135443 8420 6904 4368 2016 1516 127023 2536 123000 8645 2157 114355 2705 111650 51168 49482 20374 29108 1159 27949 18910 14538 9039 8733 19674 860 614 18814 4174 14640 1686 698 302 6488 4372 818 589 4023 1427 2596 2232 1484 943 795 1214 973 1052 2352 497 396 1033 364 1199 5267 612 685 880 453 1012 393 1451 415 513 195 229 700 285 470 5197 476 4721 4335 1347 1314 235 240 364 3971 810 408 1205 396 246 332 191 1041 295 382 386 194 195
is_linear=0
shrinkage=0.0227381


Tree=581
num_leaves=112
num_cat=0
split_feature=177 181 195 189 15 13 134 69 122 161 63 230 50 167 17 204 18 141 38 218 39 127 216 228 17 205 142 126 146 189 229 170 15 122 170 189 176 132 132 151 215 230 228 167 127 229 219 202 141 162 209 39 40 204 161 229 50 171 122 122 14 15 121 62 219 184 190 7 122 1 231 202 122 122 200 162 157 218 224 135 223 127 176 134 60 162 188 14 226 232 135 228 121 206 7 19 135 230 195 200 121 225 226 131 208 179 57 157 40 170 135
split_gain=6.89168 9.0252 7.21182 10.2167 7.90302 12.2646 9.89204 15.0579 9.99412 11.5852 8.733 8.60887 8.46312 8.64467 7.5377 9.12226 7.9394 7.41964 7.77369 7.24632 7.15892 8.91168 7.28856 10.3385 8.63845 8.2381 9.48979 7.30308 6.7333 6.73159 8.95045 6.40142 8.17736 7.23147 7.12705 6.33441 6.23936 7.84294 7.56321 6.72451 6.77027 7.35539 6.23595 6.22305 6.15406 6.01841 5.90065 5.84059 5.78479 5.70877 5.68137 6.49065 6.29454 5.59988 6.56286 5.83435 5.57376 5.50721 5.31704 7.83778 12.5947 12.0385 10.6644 10.0503 9.67344 10.9853 9.15895 8.22713 9.27788 7.1638 9.14236 9.80043 9.47303 9.05214 8.70052 7.02135 14.197 12.7543 12.6345 7.32443 12.8227 8.46808 7.27202 6.53461 6.48636 6.45045 7.812 6.30108 7.66086 6.83421 6.22364 6.15374 6.29731 6.12141 5.47565 5.4308 5.30761 5.26683 5.25404 5.20412 5.1412 5.06985 5.06629 5.04593 4.9972 4.93678 4.89089 4.8282 4.77623 4.58838 4.44123
threshold=0.50862068965517249 40111.572115384624 5.2264957264957275 0.040080321285140573 -13640.499999999998 2.5000000000000004 0.23894721668877469 0.041450000000000008 0.04809980403784201 0.21888065904113849 0.14585000000000001 0.0084098209626972693 0.24335000000000004 0.83974358974358987 -716.49999999999989 -0.042016360908746712 -1611.4999999999998 0.47616928217371163 9.5000000000000018 -0.00077147973934188474 0.27516927586402096 21130.132973661279 0.01086061727255583 -0.0072290808893740168 -3341.4999999999995 -0.0089433388784527761 -594.70833333333314 0.052572186236502373 0.35504201680672276 0.070243969298245626 -0.0094790621660649759 19.577380952380956 -13946.499999999998 0.067264495510563932 3.9045454545454548 0.06461100569259963 13.500000000000002 0.080910981541743393 0.039814218075833928 297.50000000000006 -0.0055526327341794959 -0.0095852948725223524 0.0083587984554469603 0.15894736842105264 12514.790640894689 -0.022242238745093342 0.011597706004977228 -0.065083209425210939 0.087463723994572432 0.77729307006265702 -0.028564127162098881 0.53884475359386963 0.18288104784064022 0.012591343373060228 0.39588015879068178 0.001843385514803231 0.37145000000000006 21.500000000000004 0.026443580615301391 0.028778343831596668 0.0090204999999999522 -19384.499999999996 0.26876243235437941 0.25865000000000005 0.014793260954320432 428240.25000000006 96.500000000000014 36735.750000000007 0.026815009145774515 1.0000000180025095e-35 0.024212659336626533 -0.076529201120138154 0.029239543757180509 0.097602237444356796 1.5000000000000002 0.65591863166691289 86321.250000000015 -0.024268737994134423 -0.011777935549616812 0.4365693467215826 -0.0049188798293471328 6424.8175982628773 6.5000000000000009 0.3648112961919015 0.071450000000000014 0.92055166616434214 0.62474489795918375 0.0083519999999999515 0.00039876256778370594 -0.014314027503132818 0.15175120726629976 0.0060142902657389649 0.10357420148007741 0.067542988806962981 28572.750000000004 16.500000000000004 0.067453245508049167 0.003123444970697165 11.669398907103828 1.5000000000000002 0.11992220295699145 -0.010279994457960127 0.026835969649255279 0.45401619200882842 -0.03548931144177913 0.52777075958515163 0.098450000000000024 449600.33250000008 0.22193297264682746 16.514705882352946 0.067453245508049167
decision_type=8 10 8 10 2 2 10 8 10 8 8 2 8 8 2 2 2 2 2 2 10 2 2 2 2 2 10 2 10 10 2 10 2 10 10 8 10 10 8 8 2 2 2 10 2 2 2 2 2 8 2 10 8 2 8 2 10 8 10 10 2 2 10 8 2 8 8 10 10 2 2 2 8 10 8 10 10 2 2 10 2 2 10 8 8 8 10 2 2 2 10 2 10 2 10 10 8 2 8 10 10 2 2 10 2 10 8 8 10 8 10
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Tree=583
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is_linear=0
shrinkage=0.0227381


Tree=584
num_leaves=112
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decision_type=10 8 8 2 2 8 10 10 8 10 2 8 2 10 2 10 8 2 10 10 10 2 10 2 10 10 2 8 10 2 10 8 10 2 8 10 8 2 8 8 8 10 2 2 8 10 10 10 10 8 2 10 2 2 10 2 8 2 2 8 2 2 2 2 2 8 2 8 10 2 8 2 8 2 2 2 8 10 10 2 2 2 10 10 2 10 2 2 10 8 10 8 8 2 2 10 8 10 10 8 2 2 10 8 2 2 2 10 10 10 10
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leaf_count=1476 920 3553 565 131 161 103 236 251 353 328 92 263 299 346 304 2169 477 841 568 4141 345 765 2097 445 4022 713 278 279 169 16523 230 1085 469 2122 6720 1314 245 875 212 1445 955 2130 575 23457 2572 1054 259 226 171 1990 1315 95 1034 425 786 290 265 3284 1998 7673 1251 48424 198 228 2772 645 1099 1607 921 5410 174 286 459 97 5343 283 1117 157 403 1013 304 609 106 317 192 2621 1129 592 1453 1994 136 303 108 383 396 110 2371 659 464 175 1747 657 214 207 203 246 312 1239 560 122 209
internal_value=0 -0.00177005 0.00288259 0.00749899 -0.00282464 0.00392253 0.00962878 0.0117279 -0.00362951 -0.00223436 0.0167386 0.000266235 -0.00127043 -0.00247726 -0.00317941 0.00202374 0.000436043 0.000465532 -0.000717029 -0.00118589 0.00180239 0.00273486 -0.00189731 0.000212596 -0.0016852 0.0044544 0.00351769 0.0068806 0.00862603 -0.00313464 -0.00429408 0.000780781 0.000518601 0.00467435 0.00665202 0.00256249 0.00900314 0.0143959 0.0179446 0.00931945 0.00168806 -0.000625849 0.00449688 0.000310243 0.00303746 0.00818382 -0.00385681 0.00395557 0.00608731 0.00421193 0.0088925 0.0105143 0.0054714 0.0103659 0.0155022 -0.0045073 -0.0027261 0.000308051 9.05196e-05 -0.0021122 0.000924849 0.000327673 -0.00156331 0.00808906 -0.00117975 -0.00783161 0.00124173 -0.00304734 0.00357762 0.00409244 -0.00507151 0.00398455 -0.00195793 -0.00346075 0.000126218 0.00270776 0.00101207 -0.00605467 -0.000730637 -0.00630531 -0.0097067 -0.0015726 0.0118927 -0.00323804 -0.00716715 -0.00391717 -0.0020159 -0.00720572 0.000189775 0.0101015 -0.00113927 0.00471474 0.0204802 0.0243124 -0.00261764 0.000273919 -0.00884866 -0.00324247 0.0141216 0.00532736 -0.00820822 -0.00173265 0.0103255 0.0155522 -0.0078758 -0.00250461 -0.00435561 -0.00473881 -0.00549781 0.00361254 0.00516293
internal_weight=0 785.736 142.435 80.0915 643.301 65.0099 40.3679 55.2525 578.291 446.253 35.6772 12214 1209.84 887.016 819.761 322.829 11004.1 10988.8 2310.54 2085.79 398.545 377.056 1687.25 626.333 428.142 306.036 224.743 133.404 123.327 1060.92 780.63 8678.25 7574.73 352.844 287.98 1103.52 122.357 71.9261 58.5357 213.598 981.163 443.641 140.031 7221.88 530.238 147.125 64.864 256.733 194.343 198.191 135.838 123.924 67.2545 42.6458 31.8681 630.289 420.586 231.877 6691.64 643.814 383.113 6047.83 91.3393 19.3167 74.3822 209.703 189.473 303.611 537.522 517.508 66.0954 70.3203 39.3686 375.933 280.287 171.956 156.249 51.8419 58.5051 188.708 104.538 84.1698 117.122 62.3434 56.6726 371.396 266.123 73.557 192.566 117.142 211.216 104.407 28.784 22.5417 62.3904 19.5753 197.207 68.8568 33.4686 31.5532 105.274 43.0973 30.9517 19.2162 26.9171 24.839 71.0207 72.0226 24.642 30.815 21.359
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is_linear=0
shrinkage=0.0227381


Tree=585
num_leaves=112
num_cat=0
split_feature=219 142 204 115 133 215 204 86 67 222 232 181 214 192 211 132 177 222 190 151 132 180 70 142 40 222 206 151 170 191 93 220 194 63 117 220 211 218 150 191 230 143 93 150 154 122 130 182 179 222 229 230 205 133 155 161 10 149 208 170 93 186 232 187 126 161 128 136 216 221 206 143 218 205 233 155 196 50 203 72 233 180 151 165 74 180 154 149 215 203 57 226 54 120 149 208 135 216 181 208 166 205 196 181 216 152 180 123 221 138 218
split_gain=4.73245 7.11214 4.51606 4.44219 9.01899 8.6324 4.8633 5.9333 10.0774 10.6556 9.61456 11.2967 9.4318 9.19997 8.7012 8.79648 8.41615 8.11093 8.02877 8.0171 7.70863 7.5835 7.57824 7.48308 7.42368 10.5856 8.41647 7.62941 7.41673 7.39453 7.35949 7.08147 7.06435 7.03328 7.72115 6.94085 12.2969 7.3568 7.48475 6.71036 6.52915 6.28296 6.26486 6.19426 6.09203 6.52637 6.04421 6.83286 5.9786 8.14963 5.93032 6.37716 5.81934 5.76783 8.74461 9.02205 8.34728 8.234 7.16926 5.81297 5.63329 8.27312 5.72496 10.5499 11.3058 8.90535 10.9197 8.70071 7.19209 5.61053 6.59743 5.5678 5.55851 5.43596 5.40887 5.21214 4.797 4.55813 4.53131 4.51339 4.30077 4.18988 4.15261 4.07759 4.02902 3.98872 3.96677 3.96094 3.80097 3.58342 3.57517 3.3813 3.37823 3.34192 3.21693 3.2007 3.28926 2.84832 2.7406 2.55379 2.43209 2.32074 2.27601 2.3268 2.24384 2.13127 2.04089 1.97766 1.71998 1.68185 1.67435
threshold=0.06661496683955194 -982.73863636363626 -0.059311419725418084 1.0000000180025095e-35 0.113079240189097 0.0092522855848073977 -0.038651449605822556 0.029350000000000005 0.13125000000000003 -0.0079335193149745447 0.0073469718918204316 92983.125000000015 0.016999171115458015 0.89323708206686947 -0.01314753759652376 0.011750697858832858 0.54006410256410264 0.0050769543740898379 81.500000000000014 2598.5000000000005 0.013502484319404418 12653.401875000001 0.12100000000000001 -594.70833333333314 0.22826830897873143 0.02052406128495932 0.022978490218520168 -795.49999999999989 19.289915966386555 26.500000000000004 -2404.4999999999995 -0.0078619481064379198 0.040899966543994651 0.27085000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.0017362093203701081 0.0046577476896345624 -2353.4999999999995 21.500000000000004 0.0023268094519153242 -1371.4999999999998 -1964.4999999999998 -1664.4999999999998 2637226.6425000005 0.0399103761430823 0.38777270558680038 -505.38749999999993 0.81209625128333418 -0.0034443081822246309 -0.0076020136475563041 -0.0064864230807870618 0.016112120822072033 0.0085336898636976712 131698.85700000002 0.5389547245114652 6.5000000000000009 -64.73863636363636 0.08401594310998918 11.026315789473687 -2951.4999999999995 20049.952500000003 0.0052302174735814342 21.288018433179726 0.18677985531999461 0.8522266141788577 30003.000000000004 1.7815335132597827 0.026094036176800731 -0.0029452482704073186 0.012059895321726801 -2606.4999999999995 -0.018098730593919751 -0.025636434555053707 -0.0026092845946550365 94163.512500000012 0.45075009163437268 0.37145000000000006 0.057611219584941871 0.98235000000000017 0.00070411406341008853 6544.5165000000006 -1258.4999999999998 0.21132376395534294 0.0054500000000000009 8146.3275000000012 1264379.4000000001 444.05000000000007 0.010551827959716322 0.082381132990121855 0.079050000000000023 0.0088920816779136675 0.0054500000000000009 3.0279859815489782 274.07142857142861 -1.0000000180025095e-35 0.20525678153615531 0.025612075813114647 462475.92857142864 -0.0041378890164196483 2.5000000000000004 -0.0013075018650852142 0.45075009163437268 66150.750000000015 -0.0045650938991457215 125172.90160714286 7098.2156250000007 0.90991356375969989 0.019644224084913734 4.5000000000000009 -0.0041969190351665011
decision_type=2 10 2 10 10 2 2 10 10 2 2 8 2 8 2 10 8 2 10 10 10 10 8 10 10 2 2 8 10 8 10 2 10 10 10 2 2 2 8 10 2 10 10 8 10 10 8 8 8 2 2 2 2 8 10 10 2 8 2 8 10 8 2 10 2 10 10 10 2 2 2 8 2 2 2 10 10 10 2 8 2 10 8 10 8 8 10 10 2 2 10 2 8 2 8 2 8 2 8 2 8 2 10 8 2 10 10 8 2 2 2
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Tree=588
num_leaves=58
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decision_type=2 10 2 8 10 2 8 10 8 10 2 10 2 2 10 8 10 10 10 8 2 2 10 8 2 2 8 10 2 2 10 2 2 10 2 2 8 2 10 8 8 2 10 10 8 10 10 8 2 10 8 10 10 2 10 10 10
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leaf_weight=19.674777751322839 3.7802071045152843 10.928315598983316 8.6914994567632693 14.420882183127103 23.128069632686675 6.8145916247740379 19.037893996573988 25.415087132714692 9.7404767964035255 7.2426101807504875 6.1661022650078001 14.739218519069253 4.6505383015610251 737.83968917606398 53.175692871212959 175.28166899830103 33.835403703153133 94.485121011734009 33.427728397771716 49.083222945220768 284.73763243481517 478.77454141387716 11.856889754533766 739.68888764968142 101.40836365660653 30.279606893658638 16.460427367128435 60.33047454431653 22.835578426718712 199.58584078028798 8997.5356794814579 229.67936982214451 185.52033431828022 37.838873670902103 13.314807857386766 19.965021977201104 96.364294804632664 40.727311540395021 15.481859310530124 5.6074978429824123 9.1527123688720167 5.9282922055572262 4.8290403494611374 14.865085991099475 6.8091547838412252 6.4199288673698893 8.6318701836280507 24.758452763780951 8.1402941700071079 5.9719119239598513 5.1562911598011842 7.3603777186945072 4.0007469793781629 3.9873320437036428 5.3512041689828065 8.18419660348445 3.9910675212740889
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internal_value=0 0.0049993 0.0126231 -0.000128539 -0.00546045 -0.00988803 5.60384e-05 -0.00626758 -0.00115878 8.73297e-05 0.00716489 6.14705e-05 3.14212e-05 -0.000773168 2.05735e-05 -0.00140602 0.0026425 -0.00243981 0.00176482 -0.00238143 0.00463063 4.3374e-06 -0.00196461 -0.00119402 -0.00686806 0.000258976 -0.00210634 -0.00355503 0.00516897 -0.0062316 0.000374843 0.000428885 -0.00226699 0.000554805 0.0128075 -0.00139847 0.000491277 -0.0061689 -0.00895801 0.00654177 0.00426751 0.0127967 0.0166684 0.00616434 0.00749285 0.0117493 0.0197765 0.00933164 0.0213692 -0.00435026 -0.0107722 -0.0124893 -0.0137313 0.0131817 -0.0134427 0.0164368 -0.0146213
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is_linear=0
shrinkage=0.0227381


Tree=589
num_leaves=112
num_cat=0
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internal_count=200793 89154 32400 56754 2167 32254 30187 2067 1239 111639 94702 54587 1754 983 52833 47622 19334 18524 5211 629 94204 724 28176 2011 1713 28288 10017 8308 1359 16937 11572 11029 9667 771 630 5365 2666 2699 1354 17165 4195 548 2142 1904 23981 23080 1591 901 503 952 21489 3647 498 378 387 524 18271 2640 15631 574 1345 684 543 455 262 398 4582 4382 93480 7197 7054 898 6156 4536 1620 86283 1217 1052 743 85066 711 485 84355 33462 50893 4174 1362 575 787 409 1709 1407 981 547 1477 3512 4315 2087 1772 5352 1102 749 4250 399 810 429 381 409 760 1074 402
is_linear=0
shrinkage=0.0227381


Tree=590
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split_gain=5.37412 5.05829 6.22635 6.70297 6.49275 6.48195 5.30951 5.1211 4.97146 4.89863 5.66799 4.80723 9.48104 8.97979 8.3844 7.64176 7.44168 10.1542 9.23862 7.05117 6.97122 7.03311 6.78661 9.21848 11.9677 14.1778 9.89978 12.4169 9.03061 7.98667 8.45774 9.19518 6.31379 6.08922 10.9208 9.58117 9.43886 7.38479 11.4564 10.4691 6.99715 7.79807 7.52786 6.60649 5.95802 5.92413 9.59965 8.65095 8.46163 12.1826 12.0268 6.80415 7.21264 6.69036 6.61557 10.4823 6.56518 6.02206 5.88582 9.76916 7.2518 5.82879 6.92879 5.80867 5.76249 5.69427 5.62788 5.94212 5.29819 5.22396 5.69602 5.17394 6.97463 5.09525 4.98376 6.56694 6.242 4.73069 4.45991 4.28533 4.04117 3.7771 3.71662 3.93272 3.63116 3.59395 3.55328 3.31016 3.29105 3.26546 3.0111 2.74328 2.72874 2.72465 2.70781 2.48018 2.4765 2.30341 2.26065 2.23693 2.04861 1.96594 1.95166 1.91413 1.80545 1.78123 1.74804 1.67511 1.42539 1.35403 1.1141
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decision_type=2 2 2 2 2 8 2 2 10 2 8 10 2 8 10 8 10 10 10 2 10 10 2 2 8 10 2 2 8 2 2 2 2 10 8 8 2 2 10 8 2 8 2 2 10 8 10 2 8 2 2 10 10 10 8 2 2 2 8 10 10 10 2 10 2 2 8 8 8 2 2 2 8 10 2 8 8 2 10 2 2 8 2 2 2 10 8 2 8 10 10 2 2 10 8 2 2 2 10 8 2 8 2 10 8 10 10 8 2 2 8
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leaf_count=125 81 102 95 141 635 127 83 250 86 100 190 226 1578 81 933 53 321 122 178 98 220 1483 305 602 722 893 11061 5525 3122 3866 1137 9134 2052 191 125 4593 643 3398 5195 2300 1250 2112 209 159 2428 440 295 241 326 365 2823 2183 668 785 1327 450 1487 108300 837 132 113 123 107 131 191 135 118 116 2174 75 97 333 763 156 99 131 128 146 118 94 85 980 140 371 144 141 92 280 616 103 349 103 223 69 108 58 317 95 110 80 102 983 95 115 69 99 65 171 109 77 517
internal_value=0 6.29351e-05 -0.00311518 -0.00589897 -0.0080452 -0.00276347 0.00134318 -0.00347036 0.00359415 0.00641538 0.00996533 0.000126114 -0.000645626 0.00262291 -0.00111988 0.00113728 0.00534735 0.00902501 0.0131009 0.0168197 0.00642131 0.00912746 -0.00135981 -0.000413704 -0.00371335 0.00261164 0.000487692 0.00147953 -0.00649254 -0.00275704 -0.00312806 -0.00155066 -0.00584028 0.000378242 0.0017186 0.00123592 0.000678023 -0.00038965 -0.00169833 0.00248044 0.00417248 0.00632275 -0.00122493 0.000134064 -0.00356489 0.000195941 -0.00248274 0.000763577 0.000337024 0.00452885 0.0066958 -0.00622129 -0.00770068 -0.00461214 0.000201041 0.0075431 0.00432382 0.000138396 -0.000983279 0.000955585 -0.00700709 0.00759694 0.0114949 -0.00677631 0.00512108 0.0113912 0.010586 0.0145049 -0.000676997 -0.00661587 -0.00847608 0.00713222 0.0110727 -0.00420447 0.00975379 0.00342212 0.00808189 0.000602387 0.0154441 0.0155439 -0.00729389 -0.0109928 0.0175244 0.0202726 -0.00691007 0.0107247 -0.0111852 0.0190025 -0.0133376 0.00655735 -0.00528011 0.00643612 -0.00488576 0.00101632 0.0143083 -0.00990462 0.0149331 0.00248693 -0.000912231 0.005717 0.0160665 -0.0128335 0.00462629 -0.00593905 -0.00984563 -0.00473096 0.00110403 -0.015085 -0.0113309 -0.00147117 -0.0118765
internal_weight=0 12999.4 245.285 149.291 122.832 68.0295 95.9941 50.6456 26.4582 45.3485 35.0515 12754.1 3137.39 392.603 2744.79 339.156 91.6388 66.507 53.1116 44.3506 92.1352 76.3661 2653.15 1588.6 335.104 102.453 1253.5 1011.42 232.651 1064.54 1031.71 660.873 370.84 9616.69 1473.93 1399.77 1295.65 998.281 688.058 310.223 297.369 211.598 85.7714 8142.76 242.078 8077.06 396.981 216.14 7680.08 232.585 198.117 180.841 162.418 85.1011 7447.5 54.3198 131.039 7393.18 247.021 192.345 54.6756 104.119 63.3061 34.4684 18.423 68.7206 53.4475 38.1848 181.003 65.6936 61.8319 32.8276 26.1499 25.1319 74.1643 41.9608 32.1454 40.8129 21.6617 32.2035 38.1784 42.5255 32.9006 27.0848 48.6229 13.1365 52.2808 24.8382 54.8028 19.4066 15.7691 12.4672 13.3217 18.2303 19.1337 16.9024 49.6842 12.1184 15.2627 12.1502 11.3424 47.8939 9.55112 13.3954 19.7635 8.76099 9.1635 48.3854 26.06 13.3898 17.0907
internal_count=201203 200536 3951 2581 1990 1078 1370 725 591 645 545 196585 53421 7820 45601 6739 2080 1545 1308 1031 2268 1838 43521 25931 5339 1495 20592 16586 3844 17590 16189 10271 5918 143164 21549 20518 19700 15486 9788 5698 4214 2755 1459 121615 4006 120171 6009 2808 114162 3759 3263 3201 2851 1080 110403 776 1728 109627 4471 3245 1226 818 547 496 350 1618 1081 745 3011 1444 1369 1401 1068 535 1031 558 367 271 373 473 539 1033 627 487 848 282 1172 374 912 230 430 186 309 213 239 379 424 180 336 193 234 1075 197 237 667 277 183 787 359 172 586
is_linear=0
shrinkage=0.0227381


Tree=591
num_leaves=112
num_cat=0
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split_gain=5.37575 8.06819 12.1272 10.5547 6.05233 6.05334 5.50434 8.22811 8.01383 6.6954 7.28012 7.02894 7.78503 11.709 6.35645 6.32341 6.59488 7.39789 7.66132 8.5334 7.36021 7.06505 6.34779 9.23569 7.79918 7.74429 9.23932 11.5989 7.56584 8.39173 8.30093 6.91246 11.2459 8.27205 8.71781 8.21156 7.93298 7.23814 9.52294 9.13838 6.88383 7.21644 6.83538 6.26602 6.18505 8.04579 8.60798 8.50031 8.36357 6.29191 6.18775 6.06363 6.01797 5.81409 5.79687 5.77354 8.24645 8.13397 10.8994 10.7151 6.52018 5.62384 5.34531 5.96111 5.57083 5.66387 5.32464 5.25377 5.21539 5.19616 5.19458 5.19035 8.15906 9.37811 7.67485 9.77346 8.33695 8.9934 9.6677 8.83242 8.07014 10.0308 12.2105 9.4711 8.13262 8.1219 7.85698 7.58225 8.16607 8.69001 8.20369 7.44272 10.636 8.18566 7.8783 7.33 6.30613 6.56337 6.19528 5.98718 5.85242 8.22961 10.6092 6.92371 6.44463 5.70352 5.60062 5.51131 5.19013 5.13879 4.88213
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decision_type=2 8 2 10 10 10 10 10 10 2 10 2 8 8 2 2 8 10 10 2 2 2 2 8 2 2 8 2 2 10 2 10 2 2 8 8 2 8 8 2 10 10 10 2 10 2 8 2 2 2 10 2 8 2 2 2 8 8 2 2 10 2 10 8 10 8 2 2 8 8 8 10 2 2 2 2 2 10 8 10 2 2 8 2 8 2 2 2 10 10 8 2 2 10 2 8 8 2 10 10 2 8 2 10 2 10 2 2 2 2 2
left_child=6 2 3 110 -4 -6 9 8 66 10 11 12 13 14 -1 16 62 18 20 53 54 -22 23 24 -17 26 27 -25 29 -27 -30 33 37 34 67 -36 52 39 -39 -33 41 -35 -38 -42 45 108 -47 -48 -49 109 -51 68 -34 -20 -18 57 -57 59 -59 -14 -58 -28 63 -11 65 -64 -8 -24 -13 -19 -53 74 73 87 -3 80 77 -77 -79 -78 81 82 85 -84 86 -76 -83 88 -73 90 -90 92 93 -74 -95 105 -97 -98 -96 100 101 107 -103 104 -102 -82 -105 -93 -10 -46 -2
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leaf_count=202 288 1090 139 489 313 137 365 313 751 165 699 117 1518 304 366 315 133 142 661 987 7018 2684 193 275 346 2956 6988 204 11397 226 2813 5296 606 49075 1189 893 503 700 10165 1176 1479 5415 229 4279 159 574 1004 154 1250 181 825 213 2735 302 290 446 3930 4653 630 3238 1706 85 332 115 105 124 274 88 91 179 813 365 121 316 499 432 342 147 719 187 181 910 1315 1594 839 727 2059 569 1321 201 855 1670 1462 175 447 145 928 1057 217 342 410 1191 1727 229 22526 163 1934 1994 97 136 130
internal_value=0 0.00078652 0.0065745 0.013188 -0.00113478 -0.00557191 -0.000245276 0.00210489 0.00286822 -0.000373691 0.00106489 0.000792355 0.0012048 0.00881935 0.0131324 -0.000642779 -0.00304286 -0.00418293 -0.00483274 0.00251545 -0.00606244 -0.00682389 -0.000461111 -0.00186678 0.00767029 -0.00222819 -0.00508193 0.00546437 -0.00113584 0.00298165 -0.00212043 -0.000127667 0.00105818 -0.000658093 0.00428738 0.00162727 -0.00256814 0.00196426 0.000613696 0.0039402 -0.000876784 -0.000519567 0.00429489 -0.00353451 0.00414609 0.00243668 0.00445784 0.00642764 0.00191961 0.00918481 0.0120737 -0.00548467 -0.0041888 0.00959348 0.00628268 0.000793254 -0.00126231 0.00195024 -0.000433349 0.00414537 -0.00218275 -0.00627081 0.00247338 0.00966023 -0.0013732 -0.00490875 -0.00390006 0.0148603 0.00653985 0.00800888 -0.00805599 0.000585492 0.00014844 0.00374535 0.00234089 0.00304669 0.0094512 0.0133552 0.0180355 -0.000914855 0.00178807 0.00338159 0.00665873 0.00994046 -0.000425752 -0.00176718 0.00259557 0.00511135 0.00660353 0.00826342 0.00972699 -0.000267644 0.00498272 0.0118318 0.0147602 -0.00288052 -0.00505055 -0.00721723 0.018482 -0.000555629 -0.000712929 -0.00300513 0.00095781 -0.00015456 9.63498e-05 0.00808579 -0.00760068 -0.00529913 -0.00404672 -0.00180126 0.0201832
internal_weight=0 3604.96 111.853 56.9167 54.9364 40.1261 9398.69 480.088 454.376 8918.61 1401.35 1373.17 1295.03 57.3955 47.9609 7517.26 519.429 432.186 415.245 58.239 357.006 339.888 6997.83 1334.13 42.3616 1291.77 348.889 32.2121 942.879 178.589 764.291 5663.7 1747.76 3915.93 159.056 135.01 346.246 1401.52 839.193 562.324 3756.88 3320.82 63.4329 436.06 385.016 297.011 228.474 189.436 107.184 88.0045 69.0074 78.1435 282.813 30.745 17.118 1237.64 445.446 792.19 383.099 409.091 413.378 316.677 87.2427 25.8851 61.3575 48.7964 69.3598 24.0455 11.4281 16.9414 66.7154 3493.11 2804.24 283.623 688.862 636.304 95.3149 67.4381 47.3855 27.8768 540.989 405.092 214.244 153.079 190.847 61.166 135.251 257.274 223.788 194.097 177.503 2520.62 123.778 53.6272 47.8313 135.898 117.321 99.8353 38.9609 2396.84 2358.65 454.629 168.517 1904.02 1850.16 18.5766 53.8577 286.111 68.5378 18.9971 32.6993
internal_count=200774 52902 1496 907 589 450 147872 6083 5770 141789 18926 18227 16993 872 568 122863 13237 12396 12075 1950 10125 9702 109626 25605 661 24944 7552 479 17392 3182 14210 84021 21410 62611 2363 2082 4073 17337 10865 6472 60248 54490 732 5758 5131 3830 2982 2408 1404 1301 1006 1234 3341 963 423 16121 6082 10039 5283 4756 5636 7073 841 280 561 456 639 281 208 321 1026 51406 38072 3627 13334 12244 1827 1298 866 529 10417 7943 4135 2909 3808 1226 2969 3311 2742 2377 2176 34445 2422 960 839 2474 2130 1985 664 32023 31681 6582 2918 25099 22936 344 2163 3664 848 295 418
is_linear=0
shrinkage=0.0227381


Tree=592
num_leaves=110
num_cat=0
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split_gain=5.52768 8.23185 11.7327 5.25138 10.7471 9.43117 10.0816 10.4134 8.0302 7.46388 7.61249 7.39801 6.91891 6.91486 6.88259 6.26847 7.50644 8.92036 7.93327 5.93072 5.70099 5.81445 5.63861 6.58757 8.13616 6.35307 5.63092 5.76173 11.1629 8.5244 12.1554 6.52222 6.15047 5.81342 10.339 8.43988 6.73433 6.68015 6.57844 5.69136 5.54941 5.50941 5.5076 5.29825 6.35608 5.40813 5.10314 4.83711 6.26982 4.81048 5.47138 5.62852 4.5643 4.90301 4.30886 4.87583 4.22142 4.1701 4.04008 4.81675 4.09228 3.92005 3.79433 3.69103 3.67077 3.63348 3.62284 3.52876 3.45966 3.39785 3.28347 3.21605 3.0504 3.00055 2.99837 2.99137 2.9691 2.87057 2.74828 2.63783 2.62968 2.51112 2.46191 2.44283 2.43659 2.43621 2.37524 2.32641 2.16343 2.06325 1.99112 1.94108 1.93304 1.92123 1.88745 1.68755 1.61808 1.48484 1.37252 1.35948 1.18604 1.16351 0.529325 0.513329 0.467557 0.427782 0.193113 0.167747 0.10705
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decision_type=2 10 10 8 10 2 2 2 2 8 10 10 10 2 2 10 10 8 2 10 8 10 8 2 2 10 2 2 8 8 2 10 8 2 2 10 2 2 2 8 10 2 2 8 10 2 10 2 2 2 8 2 2 2 10 10 2 2 2 10 10 2 2 10 10 2 8 8 10 2 8 2 10 10 10 2 10 2 10 10 10 10 2 2 10 8 8 2 2 8 8 2 10 2 2 8 10 2 8 2 8 2 2 8 10 2 8 2 2
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internal_weight=0 248.616 137.177 59.7753 12785.4 126.413 86.5327 111.438 41.5589 75.9464 39.8803 64.7181 59.2233 45.4775 40.651 12659 1396.65 1350.04 748.327 379.077 267.338 204.968 601.715 575.924 369.25 75.7904 448.959 152.683 111.739 62.3694 46.608 36.3029 126.965 296.276 103.152 23.8136 11262.3 11206.3 9091.6 207.71 2114.69 547.903 237.036 310.868 262.492 58.7432 48.3753 8883.89 2921.31 91.4947 2829.81 5962.58 2279.91 3682.67 1566.79 947.178 269.154 678.024 619.607 129.808 489.8 172.983 178.292 34.7276 86.3337 49.8287 293.46 56.0514 43.875 26.2913 77.4021 86.649 32.0759 33.484 69.8793 67.4308 28.5752 283.852 26.77 27.9274 18.4123 18.1405 20.482 12.4753 38.8557 57.0436 35.8864 54.6956 11.6839 13.6636 25.7904 62.409 12.1035 21.7398 16.8913 27.0022 10.5863 12.1764 21.0088 13.9514 11.2283 10.2157 7.47033 52.1934 46.8806 13.2933
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is_linear=0
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Tree=594
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decision_type=2 10 10 2 2 8 8 8 10 2 2 2 10 10 2 10 2 2 10 8 2 2 2 10 2 8 10 10 8 10 2 2 8 10 2 10 2 2 10 10 2 8 8 10 2 10 10 8 10 8 10 2 10 2 10 2 2 8 8 10 2 10 10 10 2 10 2 8 2 10 2 2 2 8 10 8 10 10 10 10 2 2 2 2 2 2 2 2 8 10 2 8 10 2 2 2 2 8 10 8 2 2 8 2 10 10 10 10 10 2 8
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is_linear=0
shrinkage=0.0227381


Tree=595
num_leaves=77
num_cat=0
split_feature=193 171 189 201 220 119 200 177 149 154 204 187 218 227 233 180 151 181 227 212 168 169 204 145 221 229 217 186 212 57 221 8 209 212 133 144 229 151 212 19 176 218 133 184 78 39 195 149 40 149 232 217 128 178 56 140 218 233 53 39 195 177 187 152 225 182 208 176 213 14 85 128 181 141 187 216
split_gain=5.73372 6.859 6.05462 4.87567 4.48809 4.94977 7.24544 5.48369 5.12876 4.38866 5.17707 6.67528 6.44939 4.97587 4.60475 4.5657 8.02776 7.55652 8.42112 10.1034 7.53789 7.08744 7.87036 7.07138 7.19382 7.13159 7.02436 6.9999 7.12694 6.82533 6.51721 6.22303 10.0201 8.24778 7.71485 7.21106 8.71899 7.47482 6.16585 6.99789 6.26684 5.50262 5.44068 4.52782 4.77648 4.2907 4.11182 5.28244 4.02594 6.11035 3.95201 4.81692 3.93172 3.89791 3.66515 3.56261 3.41394 3.25643 3.7092 3.70887 3.87021 3.1939 2.83455 2.57684 2.55532 2.50028 2.01398 1.98397 1.95497 1.90758 1.82092 1.75885 1.53798 1.30599 0.359272 0.302353
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decision_type=10 10 10 10 2 8 8 10 8 10 2 8 2 2 2 10 8 10 2 2 10 10 2 10 2 2 2 8 2 8 2 10 2 2 10 10 2 8 2 8 10 2 8 10 8 10 8 8 10 8 2 2 10 8 8 2 2 2 10 8 8 8 10 10 2 10 2 8 2 2 2 10 8 2 10 2
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is_linear=0
shrinkage=0.0227381


Tree=596
num_leaves=112
num_cat=0
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split_gain=5.46772 8.65633 8.58998 7.9239 6.7706 8.41633 9.39083 9.27849 11.2587 8.34068 8.49281 7.50171 7.25638 10.2408 10.0098 7.08895 8.81713 7.07313 7.33126 6.52493 6.49379 7.76876 6.81123 6.08424 5.98325 5.93932 5.79531 6.394 6.53586 7.29502 5.58779 5.57553 5.48323 5.24416 5.11437 5.788 6.08094 5.68411 8.23571 6.06218 5.75459 6.30789 5.67758 5.0591 4.97963 9.22124 7.95517 7.26768 7.23113 7.62516 8.68964 7.15995 13.8278 7.66159 7.61954 7.0343 9.7549 7.06538 6.59478 6.21738 8.86846 8.71878 10.1343 8.71643 9.50458 9.10189 10.8185 10.6893 8.46103 9.1741 8.00094 7.72936 7.63866 7.63865 10.0418 12.3727 10.4259 9.90747 9.00637 7.74323 6.98318 6.97305 6.67835 6.36785 7.23661 7.10789 6.21974 6.89369 5.99624 5.84948 5.75102 5.6066 5.52657 5.49184 9.05647 8.76834 8.3191 7.32408 11.4734 5.47729 5.4512 5.43006 5.28009 7.47254 6.16915 5.16121 5.38967 5.01876 5.00929 4.98753 4.94546
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internal_value=0 0.00130741 0.0107006 0.000975064 0.0014556 0.00226129 0.00622146 0.00945319 0.0136455 0.00121231 -0.000450038 0.0042484 0.00831496 0.0154299 0.0037912 0.00432901 0.0117171 0.00102995 0.00283308 -0.000168187 -0.00206837 0.00330568 -0.00350319 -0.000530043 0.000804779 -0.00493068 0.00356815 0.00722765 0.00367765 0.00710079 0.0172859 0.000102325 0.00718987 0.0015202 -0.00179926 -0.00611303 0.000967363 0.000474819 0.00647805 -0.00209655 -0.00517686 0.000900519 -0.0100549 -0.00282937 -0.000246038 -0.00131583 -0.00503319 0.00181626 -0.000628761 -0.000799736 0.0100201 -0.00102486 -0.0029563 0.00127227 -0.00572077 0.00020373 0.0013228 -0.00314758 -0.00703726 -3.38523e-05 0.00166938 0.00651439 0.0014097 0.000707303 -0.00141033 0.0032264 0.00986658 0.01768 0.00134153 0.00302311 -0.00254167 0.00416848 0.012097 -0.000232834 0.00288783 0.0076296 0.0141064 5.77573e-05 0.0183647 0.00414218 -0.00477061 -0.00760883 0.000307822 -0.000381515 -0.0057334 0.000414455 -0.00327555 -0.00393558 0.000709291 0.015162 0.0184632 0.00776328 0.0116229 -0.000305341 -0.00356655 -0.00528674 0.00632148 -0.000196387 0.00305661 0.00107343 0.00495328 -0.000346069 -0.00787154 -0.00100993 -0.00973755 0.00634611 0.00919837 -0.00313233 0.00817037 0.0133967 0.0132776
internal_weight=0 1453.77 40.5124 1413.26 1312.91 1054.51 211.948 141.01 88.2048 842.561 549.187 293.374 123.593 39.9804 83.6131 135.282 37.2344 169.78 150.577 11563.2 413.904 84.858 329.046 70.9373 98.048 100.348 228.146 106.432 85.8986 64.4434 70.8512 121.714 31.9605 52.8055 258.402 84.1884 34.9454 174.213 48.3264 125.887 89.1333 42.8091 46.3243 89.7538 11335.1 1868.71 283.024 64.2468 1585.68 1573.68 24.4495 1549.23 597.627 238.086 359.541 951.602 717.292 234.311 218.777 9466.37 983.585 154.73 86.4512 828.855 452.364 376.49 75.1899 35.211 301.3 253.733 71.7498 110.686 68.2789 8482.79 378.569 136.044 65.6614 242.525 50.9326 132.047 110.478 86.9656 93.219 8104.22 104.767 52.2357 341.679 330.217 70.3826 56.7281 44.3013 78.733 38.8278 7999.45 249.79 216.183 33.6068 7749.66 333.556 39.9789 23.5127 7416.11 211.221 47.9941 163.227 46.4326 40.5343 53.8939 23.6776 29.2432 33.459
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Tree=597
num_leaves=96
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split_gain=5.46902 7.1653 5.96764 5.77168 4.54907 10.0317 11.8857 10.9831 8.10134 7.98708 7.60976 7.59727 7.08281 7.01238 6.56126 8.11734 6.34637 5.85518 10.0465 7.79151 13.2968 7.17115 6.10946 5.31448 5.26044 5.24323 5.2326 5.09611 4.95954 4.82004 9.55789 10.0563 9.47612 8.67793 5.39075 6.07842 5.00534 4.84819 5.20875 6.19773 5.04681 7.32569 5.11893 4.78418 4.7698 4.61533 4.59136 4.51301 4.45429 4.4333 4.7671 5.34584 4.31094 7.69281 4.29854 12.1615 10.0842 7.15708 6.78638 8.56358 5.72414 4.25935 4.14888 3.86928 3.86579 4.19155 3.97564 3.70478 3.66434 3.52432 3.50526 3.38383 3.1679 3.10125 3.08291 2.9821 3.49277 2.84897 2.84254 2.74687 2.69839 3.35352 2.63167 2.16196 2.14706 1.93745 1.83765 1.83571 1.61783 1.47026 1.31737 1.27437 0.944087 0.494339 0.185148
threshold=0.025900997604095751 0.084050000000000014 9.5000000000000018 11.500000000000002 0.11988428980112077 0.015356779564172031 0.057373323290897775 0.015918489545583728 8.5000000000000018 0.0054268387611955413 -0.016246825456619259 -0.063506517559289918 -672.49999999999989 0.066550000000000012 -0.0048548949416726819 0.17871359116423111 28837.500000000004 0.86325662064099074 -0.0028523310320451851 0.8833921467840723 0.25357142857142861 0.10611900287007803 94457.047500000015 0.034850000000000006 0.12838164651289702 -355.97222222222217 0.017133850604295734 0.017187763005495075 0.72557695644629538 5404860.0000000009 4304999.9250000007 -13488.499999999998 0.060351099294337442 0.0073175000000000002 2.3844772101207772 0.039962906841284819 -0.066110771149396882 2.2394079434524579 -0.0028213801560923453 -1208.9374999999998 593358.75000000012 0.026962962490197525 -0.0014646083582192657 825300.00000000012 0.48171444685371573 0.080650000000000013 0.050036874498926548 -2687.4999999999995 0.027775782160460952 -0.0019497160101309417 -0.006030789576470851 2.5000000000000004 2075.0000000000005 8.5000000000000018 0.076450000000000004 0.30530098156826524 0.074074778705835356 -0.05381073243916034 4.5000000000000009 -0.0092244544066488725 0.038750000000000007 926527.50000000012 -0.010810488834977148 1.0347858350782575 0.032701566289218574 -0.015332973096519707 -776.77499999999986 0.012759483419358732 4.5000000000000009 0.0011877239448949697 5.5000000000000009 -0.001601278025191277 0.015659162774682048 7730797.5000000009 0.42044067413439484 -657.46428571428567 395.0384615384616 -151.6181818181818 0.26933487183497068 0.6441673930459676 0.21313553016588552 -0.010659165214747189 -699.18333333333328 0.73592184852148013 0.0027131476672366266 0.011651428416371347 -3671.4999999999995 0.17430000000000004 0.078812140971422209 536.15593858117188 -2316.4999999999995 -0.0019326392211951313 -0.0045618636067956677 -934.98148148148141 41.500000000000007
decision_type=8 10 8 8 2 2 8 2 10 2 2 2 2 8 2 8 10 10 2 8 8 10 8 8 8 10 2 2 10 10 10 2 8 2 10 10 2 10 2 8 10 10 2 8 10 8 8 2 2 2 2 2 10 10 10 10 2 2 2 2 8 10 2 10 2 2 10 2 10 2 10 2 2 10 2 10 10 10 10 10 10 2 8 10 2 2 2 8 2 10 2 2 2 8 2
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leaf_count=125 6894 107 100 204 116 151 354 156 100 92 58 151 104 85 115 153 83 404 248 962 117 442 245 130 255 97 105 96 96 90 126 120 146 123 85 82 83 101 226 143 319 188 179 107 154 76 321 199 111 202 138 111 89 110 27781 2918 1249 5304 13422 17194 110975 226 211 63 118 1259 146 100 144 84 640 281 167 106 98 92 82 88 91 435 95 368 155 161 93 89 88 134 51 167 95 111 171 61 103
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internal_weight=0 88.5707 75.0578 59.2126 12935.3 867.482 737.449 557.505 381.318 176.186 130.034 100.197 57.4669 179.944 161.704 119.62 83.1865 339.153 131.602 207.551 64.6799 142.872 69.988 75.9895 50.0236 61.6138 65.9548 91.857 42.0842 12067.8 11907.2 100.681 160.634 61.7427 54.8687 48.3184 121.568 11806.5 177.511 68.244 109.267 63.3683 49.355 50.4169 39.0668 38.9387 75.0939 42.1649 44.0974 111.566 44.4601 29.4081 11629 27.8124 11601.2 1944.71 1720.89 223.822 9656.5 1305.01 8351.5 40.6853 33.1628 72.5666 67.1063 50.9158 16.1905 31.5759 45.8985 20.4534 24.3802 53.2849 15.052 10.0011 19.8331 31.5886 22.4092 27.7628 9.86142 40.2862 61.7978 51.484 26.4044 42.6374 28.3999 17.8271 13.4949 8.27846 12.5342 8.30592 6.55033 4.78642 16.3183 5.2147 39.363
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is_linear=0
shrinkage=0.0227381


Tree=598
num_leaves=112
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decision_type=2 2 8 2 10 10 2 10 10 10 2 2 10 10 10 8 10 10 10 10 2 2 8 2 10 8 8 10 8 2 2 2 8 2 8 2 10 8 2 8 2 2 2 2 10 2 8 10 8 10 10 8 10 10 8 10 8 2 2 2 10 8 10 2 10 10 2 10 8 8 2 2 8 8 10 2 2 8 10 2 8 2 2 10 2 2 2 2 2 10 10 10 2 2 10 8 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2
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leaf_count=1112 198 79 1212 335 229 129 494 390 1043 318 105 74 109 147 350 441 394 235 280 557 224 1036 2656 5708 757 219 311 1918 1179 327 167 444 179 115 542 1554 165 5254 1949 691 8240 219 762 208 153 7185 1296 426 1002 1067 932 2181 741 1982 97 457 311 1719 1091 106 680 7524 865 99382 141 159 3555 1220 3011 301 3670 1386 124 286 576 381 238 256 149 150 551 91 553 299 677 830 141 134 202 575 105 220 111 414 102 800 253 2580 142 228 332 180 98 302 270 168 287 150 2079 107 277
internal_value=0 0.00324613 -0.000683141 0.00933364 0.000101562 0.000253647 -0.00275734 -0.0042598 -0.00669406 0.00381103 0.00693298 0.0110622 0.0147155 -0.00132639 -0.000876424 -0.00403815 0.00346774 -0.00635291 0.0078157 3.36527e-05 0.0006349 0.00181403 0.00305032 0.00557197 0.000126636 -0.00498398 -0.00788281 -0.00328327 0.000592218 0.00393032 0.0069397 0.000832771 0.00851165 0.000361436 -0.000508746 0.000707758 -0.00145772 -0.000297592 -0.00443209 0.00274939 -0.00197276 -0.00501889 -0.00190615 0.000658134 0.00881947 0.0018136 0.00681739 -0.000839802 -0.00639442 -0.000108285 -0.00529682 0.000824644 0.00148212 0.000639701 0.0143354 0.00299208 0.00136373 -0.00959432 -0.00742243 0.000328907 -0.0060067 0.000723459 -0.000590553 0.000986695 -0.00477743 0.000923908 0.000874139 0.000159237 -0.00268822 0.0100448 0.00119373 -0.00605385 0.0139579 0.00571137 0.000865713 0.00570262 0.00888844 0.000867753 0.00823094 0.0120891 -0.00377057 -0.00731619 -0.010924 0.0107553 -0.0023765 0.0146716 0.0172199 -0.0069938 0.000497394 -0.00215026 0.00185705 0.0103078 -0.00273331 0.0190004 0.00127369 -0.00742441 -0.00393759 -0.00958395 -0.00708376 0.00314549 -0.00147387 -0.000265671 -0.00613859 -0.00887716 -0.0105987 -0.0109839 0.00230515 0.00818474 -0.0120637 0.00389248 0.00400672
internal_weight=0 278.041 109.587 21.7204 12770.4 11547.6 391.797 321.32 215.573 70.4766 58.5567 42.4479 36.7272 1222.81 1147.94 249.968 57.9083 192.06 47.0365 897.974 834.407 644.939 549.71 290.965 258.745 95.2293 175.375 189.468 105.398 28.9222 16.6847 105.747 26.9818 11155.8 2834.98 1550.8 753.768 638.591 188.31 797.034 1284.18 340.147 209.68 8320.86 96.7849 700.249 125.207 944.03 102.109 841.92 122.182 719.738 450.282 575.042 51.0683 96.6052 45.7166 130.467 115.176 34.2433 113.075 8261 1376.94 6884.07 202.118 6846.09 6824.85 1174.82 309.412 37.9781 865.409 187.781 30.9717 168.454 71.0429 41.7496 97.4107 30.9025 19.1134 66.5083 87.8669 59.8548 42.3807 26.052 78.7653 55.5598 46.4005 63.5666 26.772 110.957 64.1839 18.8228 45.3612 29.0793 11.8872 74.8702 78.9153 152.915 46.7732 22.4608 40.0711 24.1553 51.6976 66.3071 74.6291 104.616 36.748 19.123 99.045 12.4292 25.7187
internal_count=201113 6118 2733 533 194995 172572 7981 6467 4572 1514 1196 702 597 22423 20785 4963 821 4142 674 15822 14929 11229 9345 5932 3413 1884 3740 3700 1782 546 402 1895 569 164591 42184 23117 10860 9498 3503 12257 19067 4949 3011 122407 1103 11154 1987 14118 1698 12420 1999 10421 5995 9167 639 1219 464 1938 1362 271 1792 121453 17817 103636 2392 103096 102937 15425 4231 540 11194 2251 425 3385 1335 759 2050 691 435 1359 2200 954 746 378 1326 1121 971 893 336 2196 1011 325 686 488 193 1638 1432 3071 1185 669 838 491 882 1338 1272 2376 988 437 2247 205 506
is_linear=0
shrinkage=0.0227381


Tree=599
num_leaves=112
num_cat=0
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split_gain=5.75666 7.18051 13.0752 9.41424 10.5214 11.991 8.14021 9.23379 7.55928 7.1455 8.306 8.25694 8.48106 7.34933 7.20974 9.47088 10.3944 10.322 8.46151 8.23447 7.1886 7.02452 7.02037 7.19543 6.83704 8.0481 7.33749 6.969 6.76358 8.94903 7.44261 6.59608 7.70238 8.58661 6.54174 6.53855 8.30575 6.48003 6.23512 8.50255 10.0107 8.72652 7.84153 8.48986 9.28306 8.99879 7.77315 7.63799 7.95841 9.49067 9.40885 9.34579 9.8507 8.66197 10.5592 8.94435 8.31449 7.88003 7.62454 7.61508 7.37314 10.5606 8.27481 7.18381 7.15421 6.95215 6.74071 12.4176 9.25933 6.33663 8.1392 6.82442 6.31517 5.995 5.98519 8.41362 6.6336 5.97554 5.94843 5.93163 5.7518 6.65806 6.10605 10.1957 9.23294 10.3265 8.89502 8.8553 8.02542 5.75121 5.75094 5.72103 5.71154 6.44305 5.43287 5.39965 5.34488 5.33997 5.53061 5.28838 5.26646 7.97741 8.88218 7.60857 7.2135 6.82835 6.45436 5.21648 5.19497 5.17982 5.86776
threshold=0.50862068965517249 24802.125000000004 -0.0011932687484659252 -0.030195937491953369 10.500000000000002 -435.49999999999994 1.0248298522996284 12885.777868089241 0.046083841472864158 0.021747774444520477 152910.00000000003 0.014723371248692276 0.17268796265125277 -0.024474127218127247 -0.00098163238726556279 0.078812140971422209 0.92193347083533739 1.0000000180025095e-35 9.5000000000000018 0.049550000000000004 -0.024322904646396633 0.090828089094485226 0.65051153565090314 0.015597243793308737 -0.0035996650112792845 -592.95454545454538 -854.31666666666649 16687.907943827911 0.019892946816980842 603031.50000000012 0.035798795521259315 0.093933823529411778 0.0070707071572542199 0.52667140825035574 -308.93749999999994 0.75941595401246487 315078.75000000006 0.028152165934443477 -0.012001139111816881 0.30278459749321623 108000.56250000001 1.6857298474945537 0.039962906841284819 0.10695 202943.85000000003 21881.252003658632 2.5000000000000004 0.68314386815688855 0.00072255788836628209 0.052357456140350887 -215.49999999999997 0.14257375150918963 224381.55000000002 0.0073272953741252431 -0.0014448563451878724 0.023832116276025776 0.057755124196897364 0.89323708206686947 -3240.4999999999995 -0.0088622444309294206 1.5000000000000002 1.71379760782353 -199.96874999999997 -0.0089794113300740701 229527.00000000003 492465.26250000007 -1079.4999999999998 123.76085691842904 -864.49999999999989 0.90448220358035003 0.83472307322486305 0.0029448129935190086 -10126.499999999998 0.0083864275366067904 -0.007086710073053836 288567.58500000002 0.52521600452139117 0.048300178801812123 -0.010692096315324305 438939.55077797209 0.17411151528358462 9.5000000000000018 495036.00000000006 3.5000000000000004 -221.49999999999997 0.96015873015873032 0.063684064894914641 3.4017796030116365 0.031945000000000008 1.0000000180025095e-35 0.014649175573140385 0.99998021542869575 -0.039410781115293496 -0.0056651402264833442 0.91287878787878796 -0.066448017954826341 0.030480995774269107 3.9385444586470837 263.9285714285715 13.500000000000002 -0.00036404261481948191 0.87940911010837175 0.045750000000000006 0.0080622439272701758 0.43400468316337076 14.500000000000002 -0.0064710380975157014 -0.036383807659149163 0.41288177439554441 14477.332500000002 -0.013366221450269221
decision_type=8 10 2 2 2 10 10 2 2 2 2 2 2 2 2 2 8 2 10 8 2 10 8 2 2 8 8 2 2 10 2 8 2 10 10 10 2 2 2 8 10 8 8 10 10 2 8 10 2 8 10 2 8 2 2 2 10 8 2 2 10 10 10 2 2 10 2 8 8 10 10 2 2 2 2 10 8 10 2 10 2 2 2 10 10 8 2 2 2 10 2 10 2 2 8 2 2 2 10 2 2 10 10 2 10 10 2 2 2 10 2
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shrinkage=0.0227381


Tree=602
num_leaves=112
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split_gain=5.32585 6.301 11.0275 13.3922 8.80732 8.30408 8.05043 10.0744 8.78489 10.3692 9.39531 10.5936 7.97744 7.88208 7.81326 7.30935 8.19874 7.27938 6.93194 6.7748 7.70437 8.24713 8.18454 6.76838 6.43339 6.2569 6.89456 7.49404 8.14951 6.22965 6.1458 8.30653 8.37133 7.07542 6.09019 6.03955 6.00417 8.0652 8.38902 6.79833 5.93809 5.89999 5.87184 5.87098 5.81174 6.11709 5.76493 9.45546 5.91247 5.77868 11.5285 13.1768 11.2525 10.4013 10.1611 10.4736 9.60713 9.53891 12.7541 8.84071 8.58518 9.44209 11.1493 8.3831 8.31629 10.1391 8.28847 8.0538 7.56536 6.83594 8.06158 8.26457 7.99082 7.8738 7.48832 6.66345 6.64757 6.59066 6.58196 8.1771 7.85479 6.35979 6.30582 6.22093 8.88859 6.82697 5.95526 5.88745 7.51793 6.12035 5.72531 9.48056 6.67676 6.41822 6.79272 6.51294 6.34998 6.2684 9.06635 8.47797 5.99689 5.79124 7.78919 5.7137 5.71021 9.54193 6.57512 5.69429 5.61819 5.58894 6.98986
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decision_type=2 2 10 2 10 10 2 10 2 2 2 2 10 8 2 8 2 2 2 2 2 8 10 2 10 10 8 8 2 8 2 8 10 10 10 10 2 10 2 2 8 10 8 2 10 8 10 10 2 2 8 2 2 2 2 8 10 2 10 8 10 10 2 8 10 10 10 2 8 8 8 10 2 8 10 8 10 8 8 2 2 2 10 2 2 2 8 8 8 2 2 8 8 10 2 2 10 2 10 2 8 2 2 2 2 2 8 2 2 2 2
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leaf_count=195 579 3743 554 130 263 311 750 237 854 199 314 624 87 326 703 395 523 287 283 199 937 528 155 503 814 1457 382 473 632 947 349 425 250 321 118 180 387 732 908 254 1485 259 178 387 252 977 531 118 896 1183 4822 338 336 646 1342 11529 333 282 333 219 1516 119 7295 83 8448 1137 426 915 53314 455 1852 208 3912 2039 15760 3531 182 3102 1791 756 4462 1313 514 373 594 264 312 161 2983 14515 450 210 7471 429 456 591 113 2176 1417 469 214 402 2129 99 131 372 529 98 1180 208 557
internal_value=0 0.000920275 -0.000700306 0.000843238 -0.0048848 0.00544382 0.00160014 0.00361022 0.00186147 0.00535371 0.0102811 0.0135994 0.0195771 0.00843447 0.00025996 -0.00145585 0.00441578 -0.004704 0.00236896 0.00803857 0.00938644 0.0114569 0.0149654 0.00488709 -0.00103255 -0.000694331 0.00128677 0.00409119 -9.25905e-05 0.0111711 -0.00287961 5.40124e-05 0.00496634 0.00863259 0.0132313 0.00601131 -0.000178509 0.00334818 0.00720124 0.00199956 -0.00102662 0.000599879 0.00533256 -0.004341 -0.00314286 0.0017538 -0.000265651 0.00460179 -0.00167119 -0.000327604 5.46481e-05 -0.000545336 0.00155833 0.0107653 -0.00077761 0.00135146 -0.00113112 -0.00249719 0.00485918 2.83287e-05 0.000229209 0.00210459 0.00288844 0.0101989 -0.00131723 0.00135213 0.0056305 0.00275203 -0.00175743 0.00121648 0.00375142 0.00746032 0.000449974 0.004343 -0.000299485 0.00105092 -0.000422037 -0.00277255 -0.00116659 -0.00553032 -0.000361099 0.00792419 -0.00623438 -0.00295123 0.00271371 -0.00365612 0.0164266 -0.00335815 -0.00666238 -0.00259961 0.000363459 -0.000634034 -0.00118565 0.00251464 -0.000181269 0.00532599 0.00860126 -0.00164968 -0.000539013 -0.00507879 0.00685389 0.00700262 0.00828023 -0.00121476 0.00187535 -0.00121443 0.00687769 -0.00918268 -0.00589816 -0.00603607 -0.0081718
internal_weight=0 2939.44 868.635 639.578 229.058 209.2 2070.8 680.621 496.692 205.917 100.216 78.93 47.3405 141.335 105.701 430.378 80.4646 61.8669 31.5895 183.929 167.421 139.485 95.6415 34.0231 67.8645 290.775 216.871 144.194 90.2396 109.046 349.913 181.735 85.2895 65.787 93.3727 29.5712 10067.6 235.004 122 75.1399 113.004 1390.18 61.2223 96.445 99.7464 55.4597 9832.62 115.657 59.9675 9716.97 6589.96 4714.36 1875.6 57.7609 4550.73 917.557 3127.01 1431.03 78.3393 1695.98 1679.01 714.565 658.307 56.3768 3633.17 511.798 163.636 687.078 3121.37 1817.84 414.275 168.162 1403.56 219.929 1183.63 246.113 25.6898 230.479 964.45 142.424 822.026 134.802 56.2582 1352.69 87.3851 47.9601 32.4937 1265.31 223.743 1041.56 1364.5 936.368 890.665 428.128 222.656 205.471 45.7033 848.524 648.447 200.077 42.141 174.061 158.764 27.936 177.763 113.913 63.8502 44.0902 168.178 73.9048 66.6844
internal_count=200787 40179 11719 7210 4509 2826 28460 10063 7908 3345 1507 1193 711 1702 1838 4384 1077 1135 482 2155 1956 1620 1092 766 1124 4563 2341 1487 1014 1376 3307 1778 966 716 1065 310 160608 5173 2072 1164 3101 18397 910 812 2714 1229 155435 1545 1014 153890 116790 86686 30104 1164 84609 16888 37100 20233 1061 16867 16672 9444 8811 728 67721 9585 2077 12444 58136 28940 6046 2060 22894 3222 19672 3986 518 4444 7228 975 6253 1651 633 19172 1231 637 395 17941 3144 14797 18138 12520 11957 5618 2067 3551 563 11533 8888 2645 424 2960 2558 336 1611 951 660 848 1529 2222 2014
is_linear=0
shrinkage=0.0227381


Tree=603
num_leaves=112
num_cat=0
split_feature=132 177 40 216 213 30 222 133 132 215 217 40 225 161 187 152 187 141 200 122 180 219 226 120 57 161 152 6 187 221 31 130 211 43 142 8 83 210 195 213 221 17 133 229 142 177 214 40 225 224 149 213 131 128 31 222 186 216 180 186 133 153 209 182 93 214 17 208 122 219 122 125 58 200 208 135 126 208 174 222 187 144 123 217 165 202 231 161 210 133 224 214 232 126 40 58 142 223 219 223 221 195 80 226 49 152 225 10 156 93 71
split_gain=5.93252 4.72529 7.5763 6.95109 8.00577 8.17559 9.99259 11.1078 7.78487 8.82246 10.156 8.93057 7.67185 8.11357 7.6648 7.63306 7.55125 6.89995 6.86548 6.77175 7.06274 7.86978 7.28448 7.18459 6.73341 6.91178 6.70481 6.45433 6.54362 6.39834 8.31762 8.62285 7.94427 6.3726 9.54175 8.27836 6.29736 8.00732 6.1977 6.15896 9.19428 9.21544 8.56619 6.378 5.99486 5.97283 5.85803 5.83604 5.80649 5.75635 6.88068 5.72585 5.72485 5.69633 5.6322 5.68406 7.24798 5.61237 5.60354 8.94346 8.18534 9.60264 8.66874 7.74101 7.30181 5.46399 5.35973 5.18355 5.1687 5.07561 8.37381 6.55347 5.78924 4.96297 4.73382 4.72376 4.71797 4.70266 4.64564 4.60414 4.58015 4.64223 4.57471 4.44162 4.37027 4.36399 4.30419 5.23642 4.23112 4.22046 4.17116 4.15435 4.05278 3.98332 3.92646 3.8814 3.8536 3.78014 3.7371 3.67782 3.62597 3.58214 3.51604 3.31302 3.42466 3.28074 3.2765 3.13961 3.09059 3.04341 3.03678
threshold=0.45098356964944492 0.50862068965517249 0.74939897843792458 -0.0096000176854431612 0.021566196344792846 3.5000000000000004 -0.017095259390771386 0.26754190160139191 0.076201513538176766 0.0060353549197316178 -0.029034099541604515 0.68767311440136358 0.010111567098647358 0.40733141723911365 17.336158192090398 575002.87500000012 12.270649153826726 0.042231128528329595 1.5000000000000002 0.04251502828007462 7347.0900000000011 -0.021185074932873246 -0.023466756567358967 7.590345873408272 0.039550000000000009 0.29019336665476886 57000.600000000013 1178460.0000000002 6.3113997113997122 0.018629895523190502 9.5000000000000018 0.39490661973045971 -0.028912505134940144 0.0028500000000000005 -284.41666666666657 1590750.0000000002 0.0039500000000000013 -0.011616242583841084 10.993902439024392 -0.0026468200376257296 0.015625775791704658 -4605.4999999999991 0.317895698297675 -0.020628518424928185 -712.39565217391294 0.17752100840336138 -0.020903580822050568 0.52929545299854086 0.025515456683933738 -0.009379066061228512 676.03846153846166 -0.070369619876146303 0.48749896565411049 21787.500000000004 10.500000000000002 -0.015332973096519707 7598.0025000000014 0.001662178314290941 8705.1075000000001 11889.112500000001 0.22095612385586319 193524.75000000003 0.0082119512371718901 -2030.5833333333333 -1.0000000180025095e-35 -0.00047850447299424553 -5262.4999999999991 0.013911275658756496 0.048783716136688048 -0.0053539620712399474 0.037699846408038327 3.2511978097193706 0.98685000000000012 5.5000000000000009 -0.0088101397268474085 0.17945104009842475 0.019085770151612804 -0.0025853202678263183 9.5000000000000018 -0.009868821129202841 17.504098360655743 -74.499999999999986 0.83472378515172629 -0.02957678027451038 0.12660256410256412 0.13237895071506503 0.011236012913286688 0.12789608649029507 0.021561216562986377 0.084206079310395573 -0.01026103552430868 -0.043333433568477624 0.010382722131907942 0.31327380170547986 0.50063604308004461 0.98435000000000017 -1420.4642857142856 0.00094526290195062767 1.0000000180025095e-35 -0.011890884954482315 -0.017082831822335717 18.39052425007009 0.046400000000000004 -0.017353221774101254 0.20580000000000004 517524.38437500008 -0.0071422057226300231 6.5000000000000009 2178051.7500000005 -3043.4999999999995 0.18865000000000001
decision_type=10 8 10 2 2 2 2 10 10 2 2 10 2 8 8 10 8 2 8 10 10 2 2 2 8 8 8 2 10 2 2 10 2 8 10 8 8 2 8 2 2 2 10 2 10 10 2 10 2 2 10 2 10 10 2 2 10 2 10 10 10 8 2 10 10 2 2 2 10 2 10 2 10 10 2 8 2 2 10 2 10 8 8 2 8 2 2 8 2 10 2 2 2 2 10 8 8 2 2 2 2 8 10 2 10 8 2 2 8 10 8
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internal_weight=0 162.208 109.003 53.2054 12878.5 49.1817 45.6392 12829.3 533.341 459.345 394.345 227.572 212.339 91.0183 121.321 166.773 142.881 12296 386.818 264.402 82.7506 64.2565 17.4236 181.652 149.821 72.8893 18.4941 31.8304 65.0002 110.619 122.415 104.43 11909.2 50.081 38.0213 19.3341 73.9966 63.9196 18.6045 76.932 11859.1 53.5982 31.0954 11805.5 1041.07 214.017 827.051 10764.4 10711.9 52.4657 13.1387 75.3114 96.1237 86.7955 10.8431 46.3958 17.9854 24.6788 53.0765 33.6914 46.8329 37.3607 40.09 32.2613 69.0931 21.2123 12.0597 15.2323 22.5027 10.0771 45.731 27.3463 23.8921 65.0864 8.27853 60.0854 18.6872 33.3633 30.9569 25.8591 7.88982 12.4792 19.2388 54.8127 10.8876 40.743 12.5427 32.1451 12.5805 50.7636 28.5194
internal_count=201324 2381 1993 388 198943 1584 1495 197359 7857 6506 5541 2991 2681 1332 1349 2550 2136 189502 6111 4384 1516 1169 317 2868 2458 1354 347 410 965 1760 1727 1513 183391 1386 1041 330 1351 1162 269 1104 182005 563 334 181442 15390 2145 13245 166052 165442 610 254 1464 1391 1254 347 696 214 303 815 529 852 1261 620 376 1402 310 345 310 229 189 731 219 414 1320 234 1225 711 1161 1132 169 219 219 345 1144 165 665 581 531 174 1067 1056
is_linear=0
shrinkage=0.0227381


Tree=605
num_leaves=93
num_cat=0
split_feature=26 198 144 226 29 216 230 134 122 13 131 123 198 212 198 69 31 186 30 122 136 151 60 122 224 157 182 232 218 205 131 149 144 41 184 214 231 232 153 153 120 209 40 229 41 80 182 142 187 209 220 207 130 14 162 40 120 124 157 122 209 157 165 176 93 211 144 141 228 186 81 229 224 202 187 180 144 182 217 150 93 208 224 225 208 162 188 154 180 131 150 40
split_gain=4.83287 4.83473 6.96122 7.38672 4.7416 7.88574 7.83975 8.24004 7.60655 8.7071 7.65671 12.5139 7.89869 7.89731 7.58002 7.48986 6.6293 9.22533 8.58307 8.8693 8.61956 9.30329 8.19768 9.27009 9.25282 8.07704 9.09972 10.4433 7.50932 7.36186 6.51292 6.48429 8.06244 9.60435 11.1406 10.1646 7.44139 7.99349 7.05859 12.8325 9.5196 8.65675 7.80095 8.00172 7.72464 6.85305 6.31634 6.06872 5.97951 6.76796 5.89965 5.70841 5.60526 5.5377 5.39286 5.35801 5.35064 5.23017 4.75046 4.58233 4.56147 4.38524 4.84052 4.28641 4.22548 3.97805 3.79965 3.607 4.02275 3.30162 3.28806 3.24683 3.20291 3.04629 5.4736 2.88352 2.85686 2.33909 2.24318 2.04595 2.03977 1.99684 1.96287 1.75815 1.54785 1.44093 1.2697 1.2327 1.10922 1.56657 0.66897 0.356288
threshold=17.500000000000004 0.79654725244428082 -62.499999999999993 0.017647364176809791 2.5000000000000004 0.050357930362224586 -0.01706660725176334 0.12257737424953129 0.032256090733090992 2.5000000000000004 0.52089908600584822 0.89592820838809828 0.20743805094935122 0.061226714402437217 0.028648665837012418 0.0068500000000000011 10.500000000000002 58813.60500000001 5.5000000000000009 0.072946848826625957 0.27404169066712991 1038.5000000000002 0.044950000000000011 0.099258526352851942 -0.017658725380897519 1019109.3750000001 -313.32291666666657 -0.00069596266257576634 0.0073674919549375781 0.036285575479269035 0.4974725442547695 -2170.1249999999995 -1077.4999999999998 0.78565932051697762 45000.750000000007 0.0031541859498247509 -0.0087400190532207472 -0.0025255300570279355 780635.25000000012 900002.25000000012 2.9999674606706104 0.015432293061167003 0.71901501607661977 -0.0037482948973774906 0.3714916490179011 0.088700000000000015 -971.94999999999993 -795.70833333333314 12.765165441176473 0.025142955593764785 -0.011966908816248177 -0.0036033170763403173 0.59744840263593868 0.010388000000000003 0.88162334096345818 0.52696848258196549 2.8502032819236836 48.959616700889804 432002.25000000006 0.029397750012242204 -0.025500566698610779 312801.75000000006 0.29520697167755999 4.5000000000000009 -362.49999999999994 0.025638496503233913 -239.49999999999997 0.28714449913717105 -0.0032222758745774622 5826.7125000000005 0.51125000000000009 -0.012538124341517685 0.018350172787904743 -0.073741160333156572 7.9289915966386566 8838.800357142858 -106.49999999999999 -505.38749999999993 -0.005575288785621523 -325.49999999999994 -321.49999999999994 -0.0045197228901088229 -0.0022430169628933068 -0.0044674710370600215 0.0014521346311084928 1.0088856762309097 0.70380715911442182 6754514.9850000003 5924.2275000000009 0.6212269174945797 -1739.4999999999998 0.57830767897516167
decision_type=2 10 10 2 2 2 2 8 10 2 8 8 8 2 10 10 2 10 2 10 10 10 8 8 2 10 10 2 2 2 10 8 8 8 10 2 2 2 10 10 2 2 8 2 10 10 8 10 8 2 2 2 10 2 8 10 2 2 8 10 2 8 10 10 10 2 10 2 2 10 8 2 2 2 10 10 8 8 2 8 10 2 2 2 2 10 8 8 8 10 10 10
left_child=1 4 3 59 16 8 79 -8 9 48 13 12 58 30 63 -14 17 18 19 20 50 -22 24 -24 -21 26 29 -28 66 -20 46 67 33 34 45 -36 37 -35 42 40 -40 -41 43 -34 -44 -33 -10 72 52 51 -1 -50 56 -15 -54 -32 -6 -38 -12 78 -2 62 70 -13 -49 73 91 68 -18 -63 -62 -69 -27 74 -61 -11 86 -51 -3 -7 90 -4 -70 -55 -67 87 -64 -75 -73 -90 -9 -19
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leaf_count=132 105 73 90 145 81 128 64 118 6026 105 251 1171 1372 109 144 206 201 64 5233 230 21221 12578 3538 2610 1563 695 336 465 130 1411 620 968 25612 359 3376 2279 1915 447 2019 19212 2501 8816 3613 40073 5185 177 12731 259 540 137 348 558 305 94 193 294 1640 1323 224 167 93 191 65 510 114 90 77 117 138 104 112 83 124 639 82 112 67 108 100 59 75 101 158 71 108 51 132 158 409 166 113 109
internal_value=0 4.27818e-05 -0.00425628 -0.00651618 8.75378e-05 0.00100362 0.00911968 0.0137782 0.00078936 -0.00293187 0.00123964 0.00591503 0.0105666 0.000828851 -0.00216782 0.0137363 -0.000120636 -0.000965556 -0.00108569 -0.0016195 -0.00224593 -0.0025136 0.00107661 0.00252978 -0.00445311 0.00144693 0.00261108 0.0100954 0.0108361 0.00128951 0.000619805 0.000266268 0.000333752 0.00309639 0.00526283 0.00302183 -0.00136528 0.00716014 0.000122019 0.00131086 0.00558045 0.000472093 -0.000340287 -0.000117128 -0.0041231 0.013196 0.000836623 -0.00465304 -0.0042444 0.000719694 0.00514667 -0.00283686 -0.00685092 0.0111234 0.00411332 -0.0074426 -0.00837848 -0.00381936 -0.00106395 -0.00859105 0.00566418 0.00764631 0.00141852 -0.00569816 0.00222637 -0.0102465 -0.000490666 -0.00660064 0.000250533 0.0130253 0.00950821 -0.0104194 -0.00918605 -0.0122203 -0.000726617 0.00953324 -0.00465214 0.0109409 0.00344138 -0.00371868 0.0185744 0.00644727 0.00608105 0.00104743 0.000584225 -0.0140437 -0.00882925 -0.0150613 -0.0128695 -0.0144485 0.0216149 -0.00734351
internal_weight=0 12966.2 125.258 106.2 12840.9 2371.63 51.8055 37.5507 2319.83 245.289 2074.54 158.245 98.7654 1916.29 59.4793 76.39 10469.3 3284.28 3258.91 2694.16 2187.36 2116.41 506.795 405.024 101.771 564.753 478.376 63.2258 25.3653 415.15 1887.09 7185.04 7123.22 498.732 334.68 270.221 164.052 32.9819 6624.49 1850.39 295.84 1554.55 4774.1 4516.52 257.577 64.4588 1845.18 86.3766 227.053 80.3152 70.9536 64.1911 146.738 29.2033 16.1635 41.9141 130.574 131.07 22.3754 95.1169 70.9597 63.8271 34.616 51.4903 36.0463 84.7356 15.6111 61.8217 25.0008 29.2112 12.7531 36.8208 50.3303 70.7409 11.3332 18.2366 21.8629 16.124 10.3813 14.2548 28.6306 19.058 16.1992 17.1931 13.9947 59.4078 15.0544 53.7313 30.8265 25.3267 20.7168 9.49418
internal_count=201216 200347 1804 1613 198543 28159 557 370 27602 3779 23823 3878 2053 19945 1825 1578 170384 51237 50857 42220 34279 33799 7941 6148 1793 8637 7445 801 380 6644 19671 119147 117875 10844 6800 5655 4044 806 107031 32548 4520 28028 74483 65685 8798 1145 18757 1192 3562 1343 480 1098 2219 274 498 914 1721 3238 475 1468 869 764 469 1681 373 1295 250 1272 497 295 205 775 819 1097 249 217 264 245 173 187 306 191 296 165 198 848 197 797 658 575 231 173
is_linear=0
shrinkage=0.0227381


Tree=606
num_leaves=112
num_cat=0
split_feature=197 69 176 198 232 212 183 216 39 221 6 136 218 145 93 225 133 214 133 225 183 221 189 209 157 38 196 180 183 136 197 93 52 141 228 93 233 93 145 183 181 231 228 181 39 144 145 218 214 93 121 153 178 179 227 91 180 126 180 225 182 81 86 187 228 174 226 232 144 218 209 188 149 233 224 232 180 227 14 221 229 188 200 233 195 130 232 46 86 178 128 224 209 231 216 141 231 133 141 41 232 162 128 142 205 144 221 218 179 91 14
split_gain=5.05108 7.78306 6.5751 6.23491 4.91347 4.79697 7.63957 8.88358 7.88102 8.86683 7.85418 10.5332 10.3127 9.90315 7.87821 8.29394 7.69382 8.09499 10.6983 7.32747 7.24519 6.75243 6.5222 6.51268 6.38846 6.26241 6.69491 6.2395 6.12778 6.42398 6.06294 7.47254 7.18346 5.85398 5.54809 5.39454 5.37815 5.31578 10.0668 8.87664 12.6535 10.08 8.18526 8.2558 8.14809 9.61186 8.69003 10.7908 13.0154 9.22237 8.15986 7.94302 8.36496 7.80145 7.67369 7.36453 12.4527 7.19683 7.11445 6.83782 6.6329 7.32918 8.88914 8.00127 6.43882 6.25905 6.24494 5.7658 8.99818 5.48932 5.159 6.05002 5.84606 5.8116 7.73293 7.51044 6.37749 5.95507 5.02908 5.02242 5.00532 8.01292 4.82678 4.73446 6.57224 6.26717 4.65848 5.17486 4.65153 8.17867 5.07994 4.48047 4.41371 4.37937 4.34042 5.60503 4.9866 4.31248 4.26734 4.24985 4.1314 4.09663 4.05508 4.04252 4.01819 4.00445 3.96404 3.94713 3.80037 3.74918 3.71769
threshold=1.1144206174960811 0.0035500000000000006 8.5000000000000018 0.28104949373954397 0.0052302174735814342 0.030521318316459659 -2373.4999999999995 0.037911981344223029 0.40159514378939409 -0.0034980803029611702 497634.75000000006 2.1354227567774928 0.024573870934545997 310.8455269703681 -1.0000000180025095e-35 -0.025792408734560009 0.34090566412912765 -0.00071981368819251646 0.09728186406218188 -0.00069056660868227471 -2527.4999999999995 0.0043426014017313727 0.32672684458398749 0.012094479054212572 927193.50000000012 3.5000000000000004 0.2051835378503927 16218.048214285716 -386.49999999999994 0.85150057406192203 1.0532629637469497 -625.49999999999989 0.013650000000000001 0.33284094724551233 0.0011300711776129904 -1490.4999999999998 -0.016695057973265644 -455.49999999999994 36.798991834008788 -479.49999999999994 59310.195652173919 -0.0022904769284650679 -0.022230559028685089 37728.642857142862 0.48483224319189222 -600.49999999999989 315.63798693870723 -0.030267936177551743 -0.035476284101605408 -204.49999999999997 0.26478256211652534 238529.25000000003 0.33647798742138368 0.76976128338902094 0.0057674644049257049 2.5000000000000004 9450.1500000000033 0.03422657212320368 16332.207187500002 -0.0074658931698650113 -2068.5357142857138 0.12505000000000002 0.13335000000000002 34.023809523809533 -0.0013764373725280164 15.500000000000002 -0.01433686865493655 -0.0089083742350339872 -110.49999999999999 -0.0096057918854057772 0.02602684032171965 0.29179606625258808 523.06250000000011 0.0077814604155719289 0.0053295257966965446 -0.0022251869086176153 15055.39205357143 0.0045382715761661538 0.010528000000000001 0.025423141196370128 -0.005487211747094988 0.62170824670824676 11.500000000000002 -0.0017594479722902177 12.743050193050195 0.54834944768753968 -0.010457200929522513 0.028350000000000004 0.048250000000000008 0.078461538461538485 61876.500000000007 0.012634198646992447 0.041076742112636573 -0.0059932935982942573 0.015597243793308737 0.5598619811968647 -0.0077786478213965884 0.2416755388032274 0.26327678305450003 0.40923071315095516 0.0068135967012494811 0.29590304654557215 39387.000000000007 -1109.5634920634918 -0.028428461402654644 -1098.4999999999998 0.011674973648041488 0.026459133252501491 0.72978142809985036 3.5000000000000004 0.019967499999999954
decision_type=10 8 10 8 2 2 10 2 8 2 2 8 2 10 10 2 10 2 10 2 10 2 8 2 10 2 8 8 10 10 8 10 10 2 2 10 2 10 8 10 10 2 2 8 8 8 10 2 2 10 10 10 10 10 2 10 10 2 8 2 8 10 10 8 2 10 2 2 8 2 2 8 10 2 2 2 10 2 2 2 2 8 8 2 8 10 2 8 10 10 10 2 2 2 2 2 2 10 2 10 2 10 10 8 2 10 2 2 10 10 2
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Tree=609
num_leaves=112
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decision_type=10 2 2 8 10 8 8 8 10 10 2 8 8 2 8 2 8 10 2 10 2 2 10 10 10 2 2 8 8 8 2 10 2 10 10 8 8 2 10 10 10 8 10 10 10 10 2 2 2 10 10 2 2 2 10 2 10 10 8 2 10 10 2 2 10 10 2 2 2 8 8 10 8 2 2 2 10 2 10 8 10 10 8 8 2 2 2 8 2 8 2 2 10 10 8 2 10 2 8 8 2 2 2 10 2 10 10 10 2 2 10
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leaf_count=105 134 166 99 154 108 256 375 1507 726 639 381 2570 248 526 2119 5380 1644 992 185 176 894 1488 142 151 222 162 1105 359 139 125 117 102 169 113 176 150 2176 206 14401 179 2995 5342 1029 5756 426 212 4523 1124 1382 5372 302 1373 9361 1862 6236 86704 154 99 107 535 897 127 761 1489 95 751 206 132 221 1878 258 492 864 127 152 114 99 143 262 4291 251 175 199 79 652 361 892 262 4122 102 164 664 524 177 90 75 188 174 72 142 153 115 203 211 736 276 164 315 77 159 87
internal_value=0 0.000182906 -0.000489276 -0.00263553 0.000101099 -5.23531e-05 -0.00248947 -0.000560288 0.00165942 0.000572532 0.0033175 0.00349155 -0.00374623 -0.000416006 0.0045442 0.00270619 0.0103139 0.000491365 -0.00554306 -0.00613978 -0.00242303 -0.0075622 0.0071364 -0.00462807 -0.00626251 0.000579371 0.000499359 -0.0024817 0.00604647 -0.00398535 0.00577285 0.00846582 0.0105755 -0.0059573 -0.00474033 0.0090778 -8.14208e-05 0.00643609 -0.000341218 -0.00435824 8.93633e-05 -0.0056084 -0.00776323 0.000642583 -0.00134591 0.0061875 -0.00206061 0.000694347 -0.00400092 0.00083815 0.00235065 0.0118856 0.00191138 0.000556215 -0.00231659 0.000745137 -0.000382032 0.00308432 0.00574354 0.00847785 0.0129389 0.0150887 0.000784253 -0.00861798 -0.00241201 0.0020192 -0.000714591 0.00654197 -0.00444326 -0.00184513 0.000101335 0.00308146 -0.00458573 -0.00716284 0.0123385 0.011321 0.0104226 0.0136895 -0.00550268 -0.0104732 0.0065223 0.0187757 0.0148888 0.00412332 -0.00552374 0.000994151 -0.00739917 0.00116451 -0.00863693 0.00246992 -0.00648778 -0.00612549 -0.00808858 -0.000426201 0.0173165 0.00866974 -0.00981175 -0.00474796 -0.00694045 -0.00958723 -0.0104921 0.00830858 -0.00362095 0.00672048 -0.0124203 0.00817196 -0.0109037 0.000990947 -0.0075496 0.0161092 0.0118243
internal_weight=0 12972.7 4078.94 873.527 3205.41 3159.94 639.638 429.771 308.743 2520.3 478.17 256.072 733.97 260.94 423.579 330.823 92.7562 8893.72 473.031 456.006 189.222 84.9297 17.025 142.806 209.868 8750.91 8627.43 389.063 54.4215 334.641 123.489 96.6362 87.6267 121.027 320.877 45.4696 2042.13 70.445 1971.69 183.291 1788.4 301.923 109.658 8238.36 733.154 57.8218 675.332 281.36 393.972 7505.21 1169.27 41.6279 1127.64 6335.94 384.978 5950.96 88.1434 139.557 104.633 85.8717 77.0829 67.5019 45.1205 266.783 65.9503 104.292 42.4256 32.4281 34.9243 252.451 190.98 118.55 72.4296 61.4714 39.271 23.4058 79.0641 55.8398 18.7609 200.833 18.9536 19.0701 28.0194 15.9881 54.5908 27.8542 196.374 24.8625 171.511 20.2009 52.6711 64.4006 57.7081 25.5836 12.7013 13.7646 51.8567 55.7153 48.8213 39.5982 54.6627 13.6675 26.8532 13.494 33.9823 11.018 26.7367 23.2243 14.5656 16.6668 32.8954
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is_linear=0
shrinkage=0.0227381


Tree=610
num_leaves=112
num_cat=0
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split_gain=4.84331 6.94486 7.52028 10.1153 9.87665 8.8938 9.58216 11.1621 8.62144 8.20414 12.9231 7.27671 7.25404 7.18242 7.13558 7.76979 7.08497 6.89891 8.292 6.35813 5.86697 6.07523 5.959 5.82838 5.75218 10.8022 8.90031 10.3216 9.83232 9.47669 8.89078 10.3523 10.7333 9.68518 8.56617 8.60828 8.38377 10.5638 9.18374 9.69957 8.25274 8.13332 7.60494 7.49721 7.31853 6.61981 6.43492 8.22513 6.68593 7.40887 6.54331 7.08983 7.6332 7.25973 7.68561 11.4683 6.48814 6.52168 6.48504 10.8388 8.63107 13.9826 7.85126 7.02827 6.40403 6.38275 7.27025 7.67133 7.62744 6.24688 6.22916 6.04371 6.9268 6.02701 6.59619 6.14492 6.92099 6.1421 6.60006 6.0917 5.97704 6.0528 5.83381 6.14514 5.80415 5.79758 5.68056 5.64914 5.64741 8.7907 7.49169 7.42212 6.46049 6.39957 5.64551 9.07955 7.29961 7.83493 7.45193 5.64397 5.56968 5.56968 5.46555 5.44724 6.39316 5.44707 5.37945 5.3503 5.3438 5.29228 5.23044
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decision_type=2 10 10 2 8 8 2 8 8 2 10 2 2 2 2 2 2 2 8 10 10 2 8 10 8 2 2 10 8 8 8 2 10 8 10 2 2 2 2 8 10 8 8 10 10 8 10 2 2 2 2 10 8 2 8 8 2 10 10 8 2 10 2 8 2 2 10 8 2 10 2 8 10 10 2 2 2 8 2 10 10 10 10 2 8 8 10 2 10 10 8 2 2 2 8 10 2 2 2 8 2 2 8 8 8 2 8 8 2 10 8
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split_gain=5.30439 6.6222 6.52739 6.60113 14.2567 9.22728 9.17634 12.0562 9.574 7.84966 7.73545 19.9821 9.85162 10.5579 8.90137 8.74642 8.56329 7.67229 8.28497 8.3813 8.44625 7.6473 7.47078 12.1507 12.5347 8.47162 8.85164 7.14928 7.02722 9.69619 8.03824 7.95889 6.94237 6.71463 6.68519 6.65936 6.57759 6.44784 6.04123 12.639 8.63487 9.84133 7.6997 7.38232 7.35246 7.64239 10.4031 9.27018 6.93999 8.70197 9.95062 7.92557 9.04012 7.6004 7.54351 7.53973 7.50969 10.027 8.1315 8.56653 7.92894 7.3497 7.27552 7.18176 8.23529 8.14449 9.37168 7.86713 7.59447 6.92925 6.88688 6.71592 6.6812 6.70357 6.67641 8.19657 8.49198 7.0647 6.6325 10.2859 6.49409 6.44578 6.58071 6.40039 6.30197 6.72357 6.24812 6.21134 6.16155 8.09905 6.11828 6.44017 6.02148 6.01293 5.96319 5.93864 6.34963 5.91496 7.87033 7.02766 5.89695 5.87499 8.56133 7.04453 5.62967 5.62063 5.54716 5.54883 5.50489 5.5042 5.43219
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decision_type=8 2 2 10 10 8 8 8 10 2 2 10 8 10 10 10 2 10 10 8 2 2 10 2 2 2 8 2 8 8 8 10 10 10 2 2 8 10 8 10 2 2 2 10 8 8 2 2 2 10 10 2 8 2 8 8 10 2 2 10 2 10 2 2 2 2 2 8 2 10 8 8 10 8 8 10 2 8 8 10 2 10 10 2 10 2 2 2 8 8 8 8 2 2 2 2 10 8 8 8 10 2 10 8 10 2 2 2 10 2 8
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is_linear=0
shrinkage=0.0227381


Tree=613
num_leaves=112
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decision_type=10 2 10 10 8 10 10 10 8 2 2 2 10 10 2 10 8 2 2 2 2 8 2 2 8 8 10 2 2 2 8 2 2 8 10 2 2 2 2 2 2 8 8 8 2 8 10 8 2 2 2 2 10 8 2 10 10 10 2 2 2 10 2 2 10 10 10 8 8 2 2 8 2 8 2 10 8 2 2 8 2 10 2 2 2 10 10 2 10 2 8 8 8 8 2 8 10 8 10 10 10 2 2 10 2 8 10 10 2 10 2
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leaf_count=381 629 234 146 229 315 143 495 259 164 382 98 162 152 119 197 387 4972 142 140 350 276 245 299 202 860 632 1054 1701 792 166 325 126 1751 72 121 3056 306 693 571 4275 574 1349 932 2140 795 2543 319 164 100 255 122 3444 112 377 2963 488 4508 145 7057 2212 766 911 11242 20586 1115 465 3844 2176 44537 4905 1084 10615 339 1343 24640 555 188 1733 988 277 2389 245 144 2382 166 205 179 739 123 96 182 100 233 156 382 264 98 318 149 75 106 128 217 76 363 111 82 567 109 164 126
internal_value=0 0.000138558 -0.00287961 -0.000919572 0.00430414 0.00832226 -0.0040233 0.000183291 0.011558 0.0144777 0.0194464 0.00863574 -0.00341235 0.000199715 0.0011173 0.00360783 -6.48241e-06 -0.00189771 -0.000130663 0.00635745 0.0124233 0.00430618 0.0096671 0.0137741 0.0171558 0.00286307 0.0066891 0.00417537 0.000492961 0.00138145 0.00264199 -0.00138645 -0.0014712 0.00783775 -0.00243013 -0.00328311 -0.0081998 0.00326783 0.00704004 0.00206519 -0.000421444 0.00137003 0.00312118 -0.00143246 -0.0019158 0.000337965 -0.00517959 -0.00104077 -0.0053066 -0.00642269 -2.80588e-05 0.000159976 0.000578257 -0.000544686 0.000896562 0.00249479 0.0012096 0.00880214 -0.00128992 -0.00178504 0.0127423 0.00628276 0.002423 0.00311166 -0.00373202 0.000117212 -0.000982704 0.00287607 -0.0013378 -0.00222899 -0.00453747 -0.00560181 0.0034148 -0.000640128 0.000556059 0.0071256 -0.00653465 -0.00964895 -0.000682221 -0.00506233 -0.00792333 -0.00888197 -0.00654222 -0.00142232 -0.00573374 0.000745369 -0.00288278 -0.00892463 0.0182979 0.00978859 0.00935666 0.00438635 -0.00199635 -0.00373513 -0.0036059 -0.00117259 -0.00800762 -0.000710091 -0.000202281 0.00106361 -0.0105871 0.00348075 0.0178306 -0.00652633 0.0143363 0.00264389 -0.000210991 -0.0112473 0.00138333 -0.00727389 -0.00979385
internal_weight=0 12974.5 249.809 206.836 75.8498 50.3715 130.986 74.9425 42.7084 36.0329 23.097 18.7692 56.1733 12724.7 2327.83 458.346 10396.8 833.83 555.044 87.1739 44.6915 433.425 81.5335 66.0677 53.976 351.891 146.596 129.256 1869.48 1270.93 881.881 598.551 389.052 30.5729 358.48 340.966 66.2595 830.808 190.752 640.056 532.291 343.786 273.7 467.87 457.452 275.154 182.298 42.4825 278.786 249.421 205.295 9563.02 6001.89 3561.12 5595.49 697.235 587.728 109.507 2863.89 373.076 79.0985 214.652 1885.13 1539 406.403 3710.36 2715.06 223.648 2491.41 579.121 382.997 340.029 42.9677 346.136 3131.24 23.4063 148.829 93.4966 55.3319 70.0852 221.031 203.905 51.0737 185.092 52.1839 27.4095 17.4093 56.0436 27.8639 17.5139 20.2026 28.3901 30.4085 25.4783 188.505 128.41 60.0955 22.825 16.8276 26.1954 42.9736 29.3646 17.3407 24.9218 12.5891 17.1261 30.8602 24.7744 12.936 40.4657 20.549
internal_count=201201 200656 5540 4805 1513 1042 3292 2006 896 753 480 421 1585 195116 25622 8719 169494 10588 7118 1202 688 8130 1595 1296 1094 6535 3217 2755 16903 11728 6256 5175 5472 448 5024 4807 507 5864 1264 4600 4668 3132 2281 5916 5797 3338 2459 514 3470 3242 3318 158906 85299 73607 71116 12707 11075 1632 60900 6720 1254 4355 38143 31828 14183 32973 57614 6020 51594 5370 13153 11730 1423 6315 27603 1030 3286 2110 1176 851 2887 2634 392 3014 1433 700 251 1286 399 217 304 355 378 471 1536 1056 480 547 289 201 735 228 462 589 475 253 226 733 273 545 513
is_linear=0
shrinkage=0.0227381


Tree=614
num_leaves=112
num_cat=0
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split_gain=5.65296 9.30995 8.39337 10.5229 7.88581 7.82626 6.73768 6.70849 10.1914 10.45 6.74191 8.00006 6.5694 6.40013 6.38911 6.27911 6.19269 7.09019 6.69935 7.26336 6.36536 6.08296 6.06798 8.85703 7.86447 7.7658 6.8173 6.06398 6.05406 7.31771 7.5631 6.54702 6.52483 8.39331 11.1427 11.3502 8.4955 10.175 8.77532 7.96189 9.89896 11.4641 8.83301 9.16546 8.4082 13.0737 10.5391 9.09085 7.41604 7.14691 7.05489 7.86712 7.00684 6.54136 6.42087 6.38841 6.35873 6.29652 6.17956 8.37067 7.32855 5.96113 5.88428 5.8554 8.66023 10.4691 8.886 5.85355 5.64067 7.35162 5.73438 5.52592 5.45955 5.12896 5.86888 5.07577 5.05573 4.99522 9.95622 5.97337 4.75802 4.50665 5.16454 5.16713 4.50076 4.47987 4.46775 4.40205 4.38029 3.94965 3.86634 3.79897 3.74114 3.73152 3.70861 3.54758 3.41674 3.22641 3.1903 3.1726 3.00505 2.96744 3.08611 2.80258 2.76989 2.7532 2.51231 2.19867 2.12537 2.01017 1.72186
threshold=-0.038651449605822556 1.0000000180025095e-35 0.225501678583126 -0.0086944731883704645 2.5000000000000004 0.0099737141281366366 683.11023305084757 -2429.4999999999995 0.026853768154978756 0.0045382715761661538 0.27812939521800289 9267.4425000000028 0.038996232673525817 3.5000000000000004 18074.587500000005 -0.034820869565010064 32.004854368932051 450002.25000000006 0.020139011554419998 -0.022305314429104325 -1508.4999999999998 2.2628336755646821 0.36460000000000009 0.69708465210201387 -106.49999999999999 -0.030401903204619881 0.74677804614034782 -0.0096000176854431612 3.5000000000000004 -0.0059417148586362592 0.47206230798975435 1071.7915707236846 0.27516927586402096 -0.021116453222930428 943.13125632736308 -1.0000000180025095e-35 9.0357142857142865 0.090454545454545468 -538.03571428571411 -2022.4999999999998 0.021229620091617111 0.25865000000000005 71879.14285714287 0.027296897023916248 829.3592743105952 1.5000000000000002 0.038350000000000002 1125.539975171004 -2027.4999999999998 0.14958230072224996 0.72814513803391867 0.32945736434108536 0.99999544340100333 1.5000000000000002 0.030973990447819236 -1470.7321428571427 0.15476190476190479 1.0000000180025095e-35 0.3667957991427791 20.267948717948723 19.66811594202899 351445.50000000006 -188.96428571428569 0.01533128507435322 1.0000000180025095e-35 -0.011712477542459963 423.66176556213753 -452.96428571428567 -629.97368421052613 -933.15476190476181 0.098750000000000018 1.1114905283400376 777.3817307692309 7.5000000000000009 143241.75000000003 0.0010987836867570879 -0.03603295981884002 287.08673195528496 0.0015280161751434209 0.030033829621970657 0.043650000000000008 285321.37500000006 -0.031855348497629159 99603.264375000013 0.40150000000000002 0.98085000000000011 -0.012224052567034958 0.96009373256014074 0.0072878785431385049 0.02426934335380793 0.034950000000000009 0.0044741053134202966 -0.0018348465673625467 -0.010437060613185166 -770.49999999999989 0.0096796303987503069 -405.63333333333327 -0.01444214954972267 117.20423767417084 0.087150000000000019 0.0022771254880353813 -705.71008403361327 -668.36666666666656 0.69740000000000013 733.09556104398564 5689.6500000000005 -3512.4999999999995 -0.061909755691885941 0.02823432116097413 0.0045382715761661538 0.16316378346242397
decision_type=2 8 10 2 8 2 10 10 2 2 10 8 2 2 8 2 10 8 2 2 10 2 8 10 8 2 10 2 2 2 8 8 10 2 10 10 8 10 8 10 2 10 10 2 8 8 10 10 10 8 8 10 10 2 2 8 10 2 10 8 8 2 8 2 8 2 8 10 10 8 8 8 10 2 8 2 2 8 2 2 8 10 2 8 8 8 2 10 2 2 8 2 2 2 8 2 8 2 10 10 2 8 10 8 10 10 2 2 10 2 10
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Tree=616
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decision_type=2 2 2 10 2 2 2 8 10 2 10 10 2 8 2 10 8 10 10 8 2 10 2 2 2 2 2 2 10 2 10 2 2 2 8 10 2 2 2 2 2 2 2 10 2 8 2 8 10 10 10 2 2 8 8 2 8 2 10 2 2 8 2 8 10 10 8 2 10 10 2 2 8 2 8 2 8 10 2 2 10 8 2 2 2 2 2 2 10 2 2 2 2 8 10 8 2 10 10 2 2 2 10 2 2 2 2 2 8 2 8
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leaf_count=1829 374 186 91 185 95 191 102 78 162 188 210 238 99 113 180 115 158 312 81 627 129 111 131 77 179 199 112 105 1834 153 184 316 969 1858 268 2661 4241 565 2343 175 333 92 7283 568 497 1435 329 760 354 209 937 157 8013 479 2279 7535 9062 1889 346 560 690 231 517 6113 517 487 200 922 934 126 489 94 300 258 517 1585 114 265 251 223 75571 28632 2943 239 139 240 3213 578 293 341 190 152 87 58 129 1142 129 126 302 1931 493 71 118 759 208 560 116 251 1377 287 105
internal_value=0 -0.00161982 -0.000136935 -0.00451639 0.000483331 0.00320098 -0.00122847 -0.00498233 0.00831808 0.000195645 -0.00331444 0.00568667 0.0124228 0.00761545 -0.000536574 0.000215971 0.0149739 -0.0021735 -0.00474241 -0.00757967 0.00209091 0.00511407 -0.000511132 -0.00205449 0.00568819 0.011255 0.00461399 0.00849415 0.000189479 -0.00518055 0.000234306 -0.000967535 -0.00277996 -0.00154578 0.00470308 -0.00283138 -0.000850517 0.00770195 0.000582613 0.00672852 0.0126861 0.0173368 -1.01006e-05 -0.00177174 0.00653359 0.00212311 0.00530206 -0.00083734 -0.00287741 -0.00753107 0.000445211 0.00195371 0.00255692 0.00506194 0.0122909 0.000589871 0.00331105 -0.00244965 0.00279176 -0.00506518 -0.00780445 0.00587209 0.00024799 -0.00217185 -0.00375841 -0.00513733 0.00557026 0.00335171 0.00688025 0.000397365 0.0111057 0.00114729 0.000155301 -0.00144208 0.00407067 -0.00393105 0.0104556 -0.00749844 -0.00540512 0.0077273 0.000357451 0.00141041 4.57746e-05 0.0101307 -0.00650771 0.000991757 -0.00826945 -0.006067 0.00281565 0.0182629 -0.00861529 0.00118945 0.00802957 -0.00734508 -0.0083837 -0.010514 0.00013313 -0.00233384 -0.0101722 -0.0108117 0.000348653 -0.00698118 -0.010283 -0.0118219 0.0115891 -0.00879446 0.0144235 -0.0014 -0.010313 -0.00695973 0.0100577
internal_weight=0 1189.13 792.449 396.685 762.33 291.719 470.611 178.746 102.312 189.407 117.638 32.6789 67.5394 25.2104 34.7731 11802.3 59.3097 260.784 162.144 125.669 98.6394 79.5906 54.8643 39.3625 71.7691 40.2281 36.4748 59.2019 11781 89.3715 11691.6 1740.8 799.366 609.679 100.128 509.551 365.608 84.1437 941.435 74.9776 43.1638 34.8882 866.457 475.358 50.8882 391.099 185.311 205.788 424.47 143.943 9950.78 1141.69 1056.37 458.695 100.551 597.675 314.947 282.728 358.144 85.3187 70.6338 11.2547 8809.1 505.395 394.756 347.286 47.4702 110.639 80.1758 8303.7 50.9303 291.864 271.656 231.681 70.3651 161.316 20.2077 78.8214 30.4633 10.5501 8278.67 1883.88 6394.79 25.0342 189.687 36.7982 152.889 27.3882 16.7351 46.2445 135.901 20.4377 39.9756 153.536 144.314 113.827 30.4873 31.8138 123.968 59.379 28.9203 84.9587 62.0862 58.104 31.083 74.7124 15.829 17.9244 115.463 30.0394 23.4987
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is_linear=0
shrinkage=0.0227381


Tree=617
num_leaves=112
num_cat=0
split_feature=12 213 51 43 47 202 165 150 17 208 16 8 7 17 17 181 79 171 198 206 133 218 5 181 162 219 72 217 151 215 151 222 66 213 57 31 130 198 151 133 31 118 191 127 128 202 136 185 67 127 133 205 200 212 42 233 221 209 215 206 133 167 134 215 180 184 165 184 216 181 188 165 123 185 14 26 39 144 161 213 228 216 128 190 121 222 195 7 188 7 67 180 212 7 195 187 123 195 127 190 133 119 17 184 43 207 121 200 130 120 216
split_gain=6.07111 7.4856 8.14131 7.4525 9.14374 6.33809 8.31398 8.42624 8.34333 7.66461 6.92108 6.67347 11.2191 6.54793 9.67057 9.01689 6.4432 6.6481 8.76139 6.24909 10.361 9.8341 9.6747 9.55498 7.5295 7.46426 7.21616 7.15705 7.18534 7.15144 7.01396 9.49001 6.40992 5.98853 5.91007 10.1274 8.1229 5.75057 6.51518 6.72554 6.11081 5.73894 5.61302 10.41 6.35776 6.29309 5.61861 5.55458 5.54263 5.5115 8.20267 7.52425 8.85185 7.91497 8.00183 8.0411 7.7006 7.07802 6.88842 7.26672 6.97293 7.29238 6.46233 6.25814 9.10343 9.95741 14.0931 10.3498 8.33973 7.53143 8.37186 12.5484 8.46091 8.29324 8.56466 7.49016 9.62523 9.50514 8.64781 8.16321 7.18332 6.894 6.1877 8.42686 7.24352 6.66212 6.65615 6.58967 6.10784 11.1319 10.8378 10.1661 9.64839 8.67393 8.28404 8.00958 11.6762 9.56894 7.10203 6.90112 9.50597 6.12844 5.9425 5.86707 6.32186 7.81896 5.81016 5.70174 5.68054 5.56411 5.92772
threshold=1.5000000000000002 0.034161303192377097 0.055450000000000006 0.06455000000000001 0.13100000000000003 -0.083803769201040254 0.54195804195804198 -1695.4999999999998 -9419.4999999999982 0.04318679682910443 -874.49999999999989 146250.00000000003 15540.750000000002 -433.49999999999994 -189.49999999999997 77269.050000000017 0.080650000000000013 37.500000000000007 0.13098430896230992 -0.03489743918180465 0.185465354507549 -0.02506571356207132 112389.75000000001 64113.075000000004 1.0506755268578349 0.020533689297735695 0.9759500000000001 0.0027340099913999443 1038.5000000000002 0.0074994752649217853 1032.5000000000002 -0.00058344207354821254 0.058350000000000006 0.027843709103763107 0.067450000000000024 16.500000000000004 0.18388068475827049 0.33612396511172721 1718.5000000000002 0.25075594873894819 9.5000000000000018 1.0000000180025095e-35 36.500000000000007 6057.5299582504458 103725.00000000001 -0.024910456500947472 2.5846024608120435 227.24592631578949 0.051550000000000006 27911.464369192519 0.11997361442723012 0.060835959389805801 80.500000000000014 -0.0095668449066579325 0.075350000000000014 -0.0090468130074441416 -0.0049229497089982024 -0.01960707642138004 0.035470474511384971 0.0032852852018550043 0.024889431098789199 0.65686274509803932 0.28261220514941043 0.02928635943681002 16332.207187500002 104961.26250000001 0.23205128205128209 122226.00000000001 -0.0047747474163770667 267216.38437500008 0.89299345692475474 0.30901856763925734 0.99999857580637508 -8951.1700675675656 0.0063005000000000014 8.5000000000000018 0.58883723212781303 -254.49999999999997 0.52466460595643982 -0.01600453536957502 -0.011921511963009833 0.015597243793308737 42805.125000000007 50.500000000000007 0.15639604224994003 0.0076495090033859023 33.810167310167323 41766.750000000007 0.91583866207575026 34575.750000000007 0.11945000000000001 22055.073750000003 0.009674935135990383 12339.000000000002 25.262202380952385 9.9004504504504514 0.86325762106398929 10.004385964912283 20401.214333220461 23.500000000000004 0.3357850598771196 2.5000000000000004 -662.49999999999989 28982.100000000002 0.081550000000000025 0.013935787137597801 0.077932467418097714 6.5000000000000009 0.45217301996852255 6.5595844045529388 0.0031079087639227514
decision_type=2 2 10 8 10 2 10 8 2 2 2 8 10 2 2 10 10 10 8 2 10 2 2 8 8 2 10 2 8 2 8 2 10 2 8 2 8 10 8 10 2 10 8 2 10 2 10 10 8 2 8 2 8 2 8 2 2 2 2 2 10 10 8 2 8 10 8 10 2 8 10 8 10 10 2 2 8 8 10 2 2 2 10 10 10 2 10 10 10 10 10 10 2 10 8 8 8 10 2 8 8 10 2 10 8 2 10 8 10 2 2
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Tree=620
num_leaves=112
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decision_type=10 8 10 10 2 10 2 2 10 10 2 2 2 8 2 2 10 2 8 8 10 2 10 8 10 2 10 10 2 10 10 2 2 2 10 2 2 2 10 2 8 2 2 2 10 10 10 2 2 2 8 10 10 2 2 2 2 10 10 2 10 2 2 2 10 8 2 8 8 8 8 10 8 2 2 8 2 10 2 2 8 8 2 8 8 10 2 8 8 10 10 2 10 8 2 2 2 10 10 8 2 8 2 8 10 2 2 2 2 2 2
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leaf_count=54 55 118 148 88 156 66 1757 5330 99 2819 822 5851 56 158 11500 22333 74 169 113 381 224 1148 833 13362 175 5833 330 570 12572 5122 7704 641 440 165 311 820 752 244 119 1281 4616 80 3132 13049 239 1801 279 3658 5774 3647 2418 5043 1438 109 1699 447 225 327 146 193 10026 1095 1753 1753 554 588 756 1270 947 923 93 283 1978 11613 340 61 115 755 196 194 205 592 347 299 4107 2073 196 480 81 110 301 190 669 1188 99 114 151 63 187 95 108 193 241 153 97 100 59 151 79 102 38
internal_value=0 -0.00682065 0.000163625 0.00628838 0.0107559 0.0153712 0.000130572 0.000597712 0.00151463 0.0018779 0.00391456 0.00491785 -0.00321721 0.00589537 0.000819245 -0.000284551 -0.000914245 -0.000177595 0.00256939 -0.000271003 -0.00101169 0.00499084 0.00851738 -0.000627124 -0.00101208 -0.000546331 -0.00207034 0.00907719 0.000621126 -0.000943056 0.00245813 -0.00245179 0.00666953 0.0118184 0.00280406 0.000681031 -0.00160966 0.000210747 0.00317334 -0.00316526 0.00127919 -0.00266151 0.00174822 0.00085189 -0.00258478 0.00410642 0.00944079 0.00118613 -0.000813156 0.000449119 0.00392879 -0.000940239 0.00214222 0.00631457 0.00151579 0.00758357 -0.00557706 0.0140001 -0.00114689 0.00225866 0.00166947 0.00856566 0.00209413 -0.00187684 -0.00904938 0.0073544 0.0114735 0.00279851 -0.00466229 -0.00140473 0.00601299 -0.00187084 -0.00659842 -0.00139655 0.00203136 0.0164915 0.0108784 -0.00103912 -0.00295219 -0.00628248 0.0132018 -0.00301716 0.00286013 0.00610994 -0.00367683 -0.00281977 0.00437905 -0.0090204 -0.00976744 -0.00579072 -0.00688804 -0.00186965 -0.0101568 -0.0120972 0.00752136 -0.00280123 -0.00816454 -0.00917765 -0.00282266 -0.0101635 0.013405 0.0195195 -0.00758391 0.00563992 0.0155458 -0.00149985 -0.014676 -0.00113055 0.0019553 0.00296073 -0.0078018
internal_weight=0 49.048 12986.4 60.9701 47.3529 32.8113 12925.4 6079.91 2781.81 2588.29 877.308 767.597 193.519 40.1721 1710.98 6845.52 4143.71 3298.11 458.112 265.062 754.196 89.8427 274.353 2839.99 4117.41 3350.17 1450.29 41.4985 1899.87 1028.39 871.479 1408.79 63.1559 39.5325 493.244 2701.81 556.415 386.989 206.39 180.599 2145.39 223.916 1921.48 1400.77 380.012 520.713 133.931 182.445 2776.84 1268.23 357.402 910.831 1020.75 193.051 226.144 61.9927 169.426 23.9458 161.4 956.785 884.987 71.7983 386.782 664.353 38.9173 184.691 90.1372 94.5536 185.182 123.089 38.7344 1508.6 127.428 1381.18 43.4648 29.5578 26.2975 164.152 109.711 76.2874 19.0151 767.245 74.5298 58.5994 692.715 608.289 33.4234 84.4263 43.3049 153.347 143.034 61.7497 81.2841 39.0875 29.1898 23.6234 125.961 119.241 19.7193 62.0926 24.2574 24.9637 18.0602 10.3133 20.4557 14.5416 33.5588 7.84763 8.28563 5.52876 14.275
internal_count=201274 1602 199672 902 754 498 198770 96370 44335 42491 11222 9814 1844 365 31269 102400 63543 52035 6841 3949 14625 1372 3652 45194 63178 55105 23874 900 31231 17694 13537 22974 1076 666 6162 38857 9200 6527 4856 1671 29657 3350 26307 19342 4855 6965 2080 4410 44118 16882 6065 10817 14487 2892 3282 828 2673 446 1427 16644 15356 1288 4885 13253 667 2723 865 1858 2785 1743 565 27236 2261 24975 702 501 365 2454 1408 1016 298 8073 821 646 7252 6180 392 1072 1548 1479 1216 491 725 1430 439 410 1971 1820 267 1042 207 281 355 263 291 256 1247 217 176 183 263
is_linear=0
shrinkage=0.0227381


Tree=621
num_leaves=112
num_cat=0
split_feature=149 143 151 17 126 206 213 213 190 26 204 120 44 132 231 133 219 188 187 6 179 56 232 128 221 218 184 230 133 180 212 55 215 187 53 133 6 18 40 126 154 17 204 208 226 26 143 226 131 200 182 230 151 223 53 66 31 127 190 179 170 13 180 221 184 213 219 174 40 67 211 135 142 194 145 122 217 143 135 133 186 182 157 15 40 206 229 130 80 212 5 190 133 133 184 225 229 6 17 230 170 217 155 218 203 149 193 219 74 78 69
split_gain=5.17116 6.30113 5.64236 8.6048 7.72573 11.3588 9.48335 10.406 8.95229 7.83542 10.2145 13.2148 8.31204 6.94368 6.67062 6.67679 8.3872 6.36443 5.99776 5.94275 5.264 6.63294 5.24447 5.17774 5.28717 5.1488 5.04637 4.99805 4.96792 5.38325 5.31052 4.95472 5.36088 4.7541 4.62349 4.64428 4.52798 4.40566 4.33293 4.13613 3.97012 3.88553 4.84323 3.65983 8.75072 10.2476 15.3883 8.29114 7.76252 7.75306 11.0579 12.1553 7.64858 7.27065 8.45694 10.1398 8.97712 7.77001 8.68817 7.10496 7.91829 8.21673 6.72659 6.50882 8.80399 6.48324 8.822 6.98305 7.82435 7.17076 6.40412 6.39185 6.34368 6.20875 6.17664 6.06944 5.6741 5.62839 6.06076 6.40957 5.55366 5.34605 4.77931 5.08621 4.61813 4.55931 4.3606 4.17275 11.5274 13.6589 11.7866 10.707 8.31624 7.93752 7.53117 7.12613 6.48568 6.36689 6.21049 5.86009 5.55116 8.26029 6.66049 5.38913 5.3139 5.58078 5.19694 5.09256 4.9976 8.35586 6.5547
threshold=-2170.1249999999995 -2868.4999999999995 -607.49999999999989 -354.49999999999994 0.053410283959111744 -0.044201102107763283 0.017943628132343296 -0.034231239929795258 27.500000000000004 13.500000000000002 0.0053783270996063956 5.0645360257990477 0.98885000000000012 0.093130506679383648 -0.0073135429993271819 0.20018959847256088 0.013924780767410995 0.92831449126413168 4.9168825561312621 1325610.0000000002 0.67554885602162829 0.25580000000000008 0.010034834500402214 33465.000000000007 0.013423906173557045 0.0016038335161283614 49456.350000000006 0.0084098209626972693 0.21942427475930809 11731.95225 0.0039251446723937997 0.0077500000000000008 -0.0043891826644539824 1.4451521585279548 0.076450000000000004 0.26544377420980853 284328.00000000006 -3321.4999999999995 0.56561491589273838 0.055042732378634447 382528.80000000005 -4469.4999999999991 0.052202215418219573 0.027561091817915443 -0.0017264522030018268 14.500000000000002 -1358.4999999999998 0.009890024550259115 0.086152246270194965 37.500000000000007 -917.64583333333314 0.0062100954819470653 -161.49999999999997 -0.020817522890865799 0.062550000000000008 0.063850000000000004 13.500000000000002 6587.115138730479 63.500000000000007 1.1111003249560234 24.020833333333339 2.5000000000000004 19951.059375000004 0.026475963182747368 174970.12500000003 -0.04333680868148803 0.015657544136047367 9.5000000000000018 0.64028492490012201 0.15115000000000003 0.001454504963476211 0.14971624954884802 -1155.7071428571428 0.025751547303271446 943.13125632736308 0.060843430696631368 -0.036430740728974335 -483.49999999999994 0.43419041316169282 0.07317977186061024 13035.127500000002 -720.95454545454538 847368.00000000012 -13692.499999999998 0.65584892597488043 0.0078332936391234415 -0.00036460175761021668 0.6609036855248851 0.22445000000000001 0.025056580081582073 130668.75000000001 194.50000000000003 0.041836184531781333 0.16471111543631353 83520.64285714287 0.012211709748953583 0.0077516734600067147 216387.00000000003 -9202.4999999999982 0.0046265353448688993 48.516666666666673 0.010036811698228123 45906.150000000009 0.016042620874941352 0.083583042025566115 -277.38333333333327 14.500000000000002 -0.022951133549213406 0.13065000000000002 0.36460000000000009 0.016950000000000003
decision_type=8 10 8 2 2 2 2 2 8 2 2 2 8 8 2 10 2 10 10 2 10 8 2 10 2 2 8 2 10 8 2 10 2 8 8 8 2 2 8 2 10 2 2 2 2 2 10 2 10 10 8 2 10 2 10 10 2 2 8 8 8 2 10 2 10 2 2 10 8 8 2 8 10 10 10 10 2 10 10 8 10 8 10 2 10 2 2 10 8 2 2 8 8 8 10 2 2 2 2 2 10 2 10 2 2 8 10 2 10 10 10
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leaf_count=152 103 183 119426 391 71 73 323 246 178 965 860 571 1037 83 1789 634 429 209 930 137 274 289 159 363 88 241 946 289 213 230 281 129 261 316 204 83 403 202 487 173 113 456 135 94 1781 906 89 116 181 230 1001 456 990 1606 915 2030 644 5957 388 249 1012 137 171 189 219 202 279 465 1985 475 111 321 101 303 304 119 3867 967 1661 7527 1169 356 99 78 203 145 153 535 1780 566 5662 557 1909 102 1110 1204 885 445 368 1141 1172 391 315 267 142 353 97 4305 980 829 667
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internal_weight=0 105.301 12920.3 712.779 673.47 395.59 277.881 211.264 72.6642 322.925 215.475 112.081 84.0415 41.8364 189.928 150.444 98.9901 39.3082 103.394 28.0394 39.4845 28.3744 51.4536 35.2499 29.695 66.617 90.6183 75.2124 107.45 31.6783 75.7722 32.8395 27.0478 28.1816 21.3357 16.9691 30.8278 33.7775 34.5076 14.6823 20.5386 75.3662 34.0456 12207.5 2446.34 1214.79 268.845 1231.55 111.403 157.442 138.936 92.1412 97.2538 945.945 818.459 205.243 82.4722 613.217 122.983 127.485 111.542 87.5287 86.2206 736.773 72.4192 494.776 64.386 430.39 373.85 56.5398 24.8924 39.4937 18.5062 80.8689 122.77 34.9123 292.981 664.353 584.336 551.694 490.234 46.8205 25.5987 18.667 25.2922 20.9465 24.0129 9761.2 467.787 330.21 269.903 171.543 60.3069 137.577 46.4235 163.25 98.36 91.1532 15.2723 70.5894 9293.41 118.154 34.4387 27.7706 83.715 69.5274 47.5367 82.8246 9175.26 144.062 83.4939
internal_count=201158 2045 199113 13654 13054 7575 5479 4210 1186 6389 4213 2605 1897 605 3820 3011 2218 600 1608 708 809 563 793 534 451 1269 1720 1219 2176 443 1733 631 502 389 390 287 581 638 768 325 436 1537 591 185459 40251 18783 4125 21468 1431 2694 2363 1457 1342 14658 13013 3893 1559 9120 1994 1645 1396 1149 1161 13022 1086 8446 1030 7416 6357 1059 390 640 331 2288 2334 594 4069 11936 10969 9308 7126 690 396 297 524 334 247 145208 20933 14068 11496 7423 2572 6865 1580 6866 4073 5285 470 2921 124275 2373 706 1152 1667 1525 2006 4750 121902 2476 1496
is_linear=0
shrinkage=0.0227381


Tree=622
num_leaves=46
num_cat=0
split_feature=126 41 191 169 216 125 206 128 124 149 136 227 162 161 136 154 152 179 131 198 179 219 219 185 17 219 161 18 40 133 40 125 186 217 39 229 39 202 142 190 233 187 206 149 212
split_gain=4.90498 4.78853 7.37786 5.04484 5.89522 9.04546 6.66825 6.1969 4.89558 4.85956 6.8302 4.83202 4.78376 7.3575 7.50647 5.99502 6.26033 4.75395 4.41346 4.48219 5.66121 7.01784 5.23613 4.36908 4.23184 7.45846 6.03716 4.09573 4.04162 4.01488 3.37665 3.27496 3.15267 3.13892 3.12128 2.9065 2.80087 2.74503 2.74273 2.54234 2.40081 2.03331 1.70495 1.34455 1.26965
threshold=0.62410743454954465 0.025900997604095751 12.500000000000002 0.23811958797412944 0.013415251392871143 6.862422997946612 0.026437658816576007 34228.125000000007 33.31827515400412 -2170.1249999999995 0.65469490998687763 -0.0090166833251714689 2.2394079434524579 0.43400468316337076 3.0177315030909462 3986833.5000000005 47109.021428571439 0.72978142809985036 0.0017976406071101003 0.49794158888423179 0.76203517343647664 0.015075356699526312 0.016644698567688469 912.87376002673807 -2251.4999999999995 -0.04477181285619735 0.7539101084956833 -3455.4999999999995 0.15968363494745919 0.070243793557724712 0.29173459772303068 4.9431895961670103 6545.3175000000019 0.015272892080247404 0.70830514566354619 -0.0012257092166692016 0.62834169122187034 -0.058922020718455308 -1149.973684210526 18.500000000000004 -0.014441118109971283 8.0835661080074512 0.0049017525743693122 38.031250000000007 0.027649691328406337
decision_type=2 8 10 10 2 2 2 10 2 8 10 2 10 10 10 10 10 10 8 10 8 2 2 8 2 2 10 2 10 10 10 2 8 2 8 2 10 2 10 8 2 8 2 10 2
left_child=1 2 27 9 5 6 7 -5 -4 10 39 23 18 -14 15 16 -15 -17 35 24 21 -21 -22 37 26 -26 -20 -1 -13 -6 -9 -16 -7 -32 -2 -11 40 -12 -8 -3 -30 -31 -38 -10 -36
right_child=34 3 8 4 29 32 38 30 43 12 11 28 13 14 31 17 -18 -19 19 20 22 -23 -24 -25 25 -27 -28 -29 36 41 33 -33 -34 -35 44 -37 42 -39 -40 -41 -42 -43 -44 -45 -46
leaf_value=-0.0045470161545883856 0.0044031769980920499 0.011769932786020247 0.0018665007734718411 0.00045437440180345933 0.0062377431676453148 0.0033852271361773292 -0.0059859366439471741 0.0020766347184311539 -0.015108704608911099 0.011316067449433195 0.0040673251670182448 0.0033893319024673636 0.0094540300636050522 0.0046349250303444551 0.011865779342050301 -0.0060140583159095477 -0.0098056074774606396 0.0096074402464868223 0.00029787159671742402 0.0026679388687058637 -0.012581156174348379 -0.010068531545807979 0.0036806180613966144 0.01126577299105206 -0.0096550413333280176 -0.0003378755499479637 0.0026089258092361319 0.0089390882105373961 0.00054213457072940752 -0.010436283697045717 0.024288202922675823 -0.0034880395693297241 -0.0097908607424892127 0.0036479512685344143 -0.014150335173763533 -0.00032481130880985582 -0.0054384296605009645 -0.010285378696772363 0.0057805988974871172 -0.0023093314882109413 -0.014614424258210431 0.00049941177868263558 0.0070983407087914733 -0.0026424164300061993 0.00076253602652592302
leaf_weight=14.090295404195787 2.6322995065711465 8.1017255345359409 12.304933698847888 13.411463140510021 10.605471663177012 11.139197260141371 10.967504922300579 7.9272907050326458 30.036397559568286 21.739921569824219 5.8024711124598989 6.7045854479074469 12.946640700101851 12.554675030522047 11.293594785034658 10.47319532139227 119.50407496467233 13.982774295378475 7967.8233516882174 83.444012746214867 38.73605936486274 20.967035153880715 8.8645029049366695 5.9844280220568207 36.388147354125977 3655.3139262953773 622.42737808637321 17.023226825986058 5.3211627989076069 16.526940177194778 24.006205774843693 6.3424777658656231 12.071691105142238 8.2166487798094732 14.089680138975384 16.739474634639919 2.5430286899209014 7.5238846205174896 12.904601735994218 7.0619770037010321 46.708731469232589 12.362324469722806 3.0303512196987867 9.8279694393277151 2.4198660575784734
leaf_count=97 73 86 76 124 106 147 106 53 270 108 152 54 146 103 143 97 1101 158 133627 1073 693 273 138 96 428 51910 6337 102 103 163 241 102 143 82 497 89 98 172 109 101 1011 120 105 63 74
internal_value=0 8.41933e-05 -0.00508842 0.00012096 0.00428441 0.00704124 0.0105166 0.01444 -0.00976502 7.23727e-05 -0.00474448 -0.00726398 0.000113154 -0.00341451 -0.00477103 -0.00639454 -0.00823331 0.00309322 0.000168388 0.000141979 -0.00363218 -0.000461147 -0.00945289 0.00204367 0.0001912 -0.000451937 0.000467767 0.00316941 -0.0099704 -0.00274359 0.0182073 0.00701042 -0.00426156 0.0209022 -0.00948732 0.0071175 -0.0117637 -0.00489154 0.000220953 0.00674982 -0.0132072 -0.00671535 0.00154869 -0.0130496 -0.0124517
internal_weight=0 12981.7 83.2828 12898.5 140.139 100.645 77.4337 53.5616 52.1693 12758.3 98.7823 83.6186 12659.5 187.097 174.151 156.515 132.059 24.456 12472.4 12434 152.012 104.411 47.6006 19.3108 12282 3691.7 8590.25 31.1135 64.3079 39.4947 40.1501 17.6361 23.2109 32.2229 19.1418 38.4794 57.6033 13.3264 23.8721 15.1637 52.0299 28.8893 5.57338 39.8644 16.5095
internal_count=201150 200506 608 199898 1394 1005 715 500 409 198504 1978 1791 196526 1850 1704 1459 1204 255 194676 194479 2177 1346 831 420 192302 52338 139964 199 1371 389 376 245 290 323 644 197 1317 324 215 187 1114 283 203 333 571
is_linear=0
shrinkage=0.0227381


Tree=623
num_leaves=84
num_cat=0
split_feature=161 152 183 86 136 154 6 206 6 122 122 182 76 122 205 190 157 43 81 133 136 65 71 41 231 202 201 220 221 179 190 7 58 207 58 55 152 176 86 143 133 132 223 43 167 219 221 162 8 24 144 233 41 170 151 72 124 179 41 122 7 221 131 195 222 159 124 38 78 204 41 209 59 83 221 179 228 40 8 224 220 8 156
split_gain=5.512 5.82664 5.4739 6.65833 6.82173 6.86884 8.401 5.38265 5.33494 5.12061 5.60727 13.7343 11.2435 10.3488 6.45135 6.87471 6.2943 6.00699 5.81471 5.69185 5.49456 5.12139 5.35092 5.10688 6.68633 5.26167 5.08801 4.94737 4.82806 4.79239 4.66151 9.37368 8.15202 8.16775 7.61215 9.72404 7.66945 6.39934 9.48291 7.14352 8.14231 7.13538 7.07099 6.57554 6.32556 4.5189 4.50119 4.33576 4.3343 4.11777 3.90366 3.92626 3.68514 3.63367 3.5741 3.55815 3.53922 3.45264 3.74813 3.43792 3.22885 3.94644 3.01428 2.79441 2.36651 2.3594 2.198 2.19216 2.17582 2.11162 1.97932 1.93595 1.84451 1.42556 1.3445 1.28794 1.26367 1.13784 0.745221 0.56711 0.458606 0.310438 0.234126
threshold=175.7344179162852 35369.250000000007 -2878.4999999999995 0.10725000000000003 3.0493159336214037 1937271.4650000001 337630.50000000006 0.015477414708584549 365035.50000000006 0.026443580615301391 0.028778343831596668 -783.18333333333328 0.16380000000000003 0.026815009145774515 -0.056769860908389085 86.500000000000014 887125.7925000001 0.096750000000000017 0.012350000000000002 0.14093161776922827 2.5602537856551439 0.040350000000000004 0.032450000000000007 0.35151790798733135 0.0024198648752644662 -0.074072469025850282 525.92187500000011 0.0054713718127459296 0.0086769801564514654 0.64299237708087953 16.500000000000004 35230.500000000007 0.98585000000000012 0.029899242334067825 0.98485000000000011 0.018450000000000005 930583.2271875001 4.5000000000000009 0.0086500000000000014 -305.49999999999994 0.18413230620981072 0.31127614845879698 -0.00046228604333009565 0.006949999999999951 0.71825396825396837 0.0066770336125046023 0.01618243753910065 0.98204064926831347 1129812.7500000002 1.0000000180025095e-35 -100.49999999999999 -0.0036837959196418519 0.1730114486211228 16.514705882352946 -641.49999999999989 0.97445000000000015 34.755646817248468 0.84178636013091745 0.73732115863992098 0.032389500930094926 63551.250000000007 -0.02748219761997461 0.095414328769779108 33.201694915254244 -0.0050390930846333495 288.90000000000003 55.048596851471601 38.500000000000007 0.031250000000000007 -0.018284874968230721 0.28887041914992811 -0.011082654818892477 0.6896500000000001 0.013650000000000001 -0.0034980803029611702 1.0936531472640627 -0.0059994743205606929 0.71214352482434284 1554750.0000000002 0.011339522898197176 -0.022176256403326985 272250.00000000006 371837.25000000006
decision_type=10 10 8 8 10 8 2 2 2 10 8 10 8 10 2 8 8 10 8 8 10 8 10 10 2 2 10 2 2 10 8 10 10 2 10 8 10 8 8 10 8 10 2 8 8 2 2 10 10 2 10 2 8 10 8 8 2 8 10 10 10 2 10 10 2 8 2 2 10 2 8 2 8 10 2 10 2 10 8 2 2 10 8
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internal_weight=0 840.637 650.495 521.97 157.319 139.397 364.651 316.818 190.142 125.825 114.497 108.226 153.274 79.5479 246.634 36.8676 22.5355 32.3101 176.959 145.836 128.525 79.0654 70.1844 62.4002 49.7201 12144.8 12084.1 60.7066 45.4885 114.818 47.8326 9.38511 49.4598 31.1227 69.6755 25.2033 47.2378 12.6802 44.4722 38.4474 41.3551 35.2544 23.2691 11969.3 254.659 174.581 43.0522 131.529 80.0779 60.225 19.8529 11714.7 4572.29 1314.04 813.914 671.978 3258.25 62.6584 3195.59 2520.3 675.294 500.123 484.789 141.936 7142.37 344.018 257.731 230.496 6798.36 571.916 547.417 6226.44 174.128 6052.31 86.2866 50.8377 24.499 30.8689 27.2351 29.3609 24.773 35.4489 69.7959 17.9224 24.2051 19.8884 51.093 100.66 27.641 73.0186 102.112 71.242 30.8701 73.7262 27.772 24.9087 40.3366 11.5654 14.8115 6.83744 32.6558 14.3321 62.5649 15.3338 21.6068 8.37534 11.9852 45.9542 27.853 15.5765 22.5395
internal_count=200872 15329 10411 8836 2518 1886 6318 5363 4918 1709 1533 1402 3866 1902 3542 1052 635 892 2248 1954 1575 1066 1821 1613 1295 185543 184935 608 446 1510 955 191 509 294 1294 459 1010 318 835 764 866 705 485 183425 5529 4082 1099 2983 1447 1046 401 177896 84013 18834 11017 9486 65179 1842 63337 49932 13405 7817 7534 1531 93883 4185 3155 2849 89698 7553 7028 82145 2364 79781 1030 638 525 659 306 645 506 392 932 632 535 439 1569 2324 599 1725 1340 899 441 1964 1050 341 607 273 392 206 495 417 806 283 196 282 220 914 313 175 238
is_linear=0
shrinkage=0.0227381


Tree=625
num_leaves=112
num_cat=0
split_feature=179 217 213 145 211 191 223 189 179 197 122 40 204 217 222 210 129 93 14 73 232 118 8 206 118 231 176 122 14 205 156 152 195 202 132 218 157 213 33 122 121 123 209 71 232 65 180 142 213 210 128 128 233 62 210 217 14 132 170 14 166 182 195 206 218 209 212 123 62 194 127 15 39 189 207 205 138 206 220 220 225 209 135 167 205 209 220 211 31 233 227 230 205 231 227 79 138 189 232 135 227 166 227 188 217 93 219 207 31 219 205
split_gain=5.21025 6.28027 5.90662 5.11446 7.78339 6.87976 8.07076 5.4981 5.17777 5.05855 10.482 8.28309 7.07914 7.93177 6.45956 8.15602 7.63789 6.24069 6.15907 6.03515 5.99644 5.93603 8.5284 8.55913 8.47128 11.5074 9.06886 8.30159 10.4766 10.404 10.356 9.96235 9.85657 8.1233 9.40195 7.95339 8.18216 7.30404 6.47869 7.28781 6.09135 6.08897 8.49399 9.87247 7.94521 7.27248 9.63058 9.56654 8.51376 8.06309 10.3861 7.89498 6.75801 8.95142 7.39642 6.04364 5.92556 5.85452 5.80065 5.6794 5.87311 5.52501 5.51995 5.3285 5.26481 5.20948 5.13361 5.11987 6.32976 4.9908 4.98047 5.56697 4.87432 4.83566 7.72811 6.6589 4.82692 4.80215 4.71555 10.6563 5.8245 4.67028 5.25063 4.61339 4.53511 4.50987 4.50452 4.45044 4.21457 4.20412 4.12098 4.11035 3.94754 3.6076 3.57501 3.39811 3.11479 3.05786 2.97373 2.95656 2.94857 2.91924 2.9016 2.83084 4.0868 2.76745 2.67638 2.66602 2.59519 2.58805 2.483
threshold=1.3990510186404628 0.00021009885676903653 0.015888790600001815 36.798991834008788 -0.020775247365236279 18.500000000000004 0.011219501029700043 0.048695799457994592 0.60209746138667308 1.0556302412858383 0.055831576510679812 0.72449116848457595 0.066927131265401854 -0.019723777659237381 0.0019297047401778402 -0.040668878704309457 0.29166666666666669 -2660.4999999999995 0.0038154999999999504 0.80205000000000004 -0.0018137242877855895 1.5000000000000002 225121.50000000003 -0.021579006686806675 1.0000000180025095e-35 -0.01202274765819311 1.5000000000000002 0.057864848710455587 0.0081490000000000017 0.03531752526760102 205420.50000000003 54262.44000000001 9.7372735116479738 -0.069490365684032426 0.019784262064054103 -0.01692189276218414 548977.63500000013 -0.008623840752989052 1.0000000180025095e-35 0.099416979243525647 0.057142585035453337 0.91320820023361149 -0.00088631565449759353 0.09555000000000001 -0.012820975389331577 0.061450000000000012 5346.8100000000004 -678.96153846153834 -0.01420408673584461 -0.019367287866771218 123862.50000000001 10505.250000000002 0.0093108862638473528 0.15515000000000004 0.0067058645654469737 -0.032599398866295808 0.025778000000000002 0.10434940550753578 24.26136363636364 0.025778000000000002 1.5000000000000002 -262.97058823529409 7.2620137299771175 0.032313369214534766 0.026961370371282104 -0.03924961015582084 0.0082745938561856764 0.79113704999583756 0.086200000000000013 0.076629477392836196 15464.484281909032 -12959.499999999998 0.19125081347581843 0.091139824642362727 0.025442485697567466 0.011608601547777654 4.5000000000000009 -0.01586292032152414 -0.015981145203113552 -0.0067190725822001687 0.0037630442529916768 0.02341041807085276 0.20341298179962361 0.267948717948718 -0.016246825456619259 0.038140248507261283 -0.0054158875718712798 -0.025848322547972199 10.500000000000002 -0.0011332853464409707 -0.014986867085099219 0.0079883970320224779 0.031630616635084159 -0.0087400190532207472 0.0095505593344569224 0.038750000000000007 1.0000000180025095e-35 0.032042780748663111 -0.0026298938319087024 0.091922093439472163 0.0074010740499943503 1.5000000000000002 0.001591982727404684 0.95670914542728647 0.0059433928690850743 -234.49999999999997 -0.0042201529722660771 0.046227192506194122 9.5000000000000018 -0.0091832741163670999 0.00067567342193797242
decision_type=10 2 2 8 2 10 2 10 10 10 8 8 2 2 2 2 10 10 2 8 2 10 10 2 10 2 8 10 2 2 10 8 8 2 8 2 10 2 2 10 10 10 2 8 2 10 10 10 2 2 10 10 2 10 2 2 2 8 8 2 10 8 8 2 2 2 2 10 10 10 2 2 8 10 2 2 2 2 2 2 2 2 8 8 2 2 2 2 2 2 2 2 2 2 2 8 2 10 2 10 2 8 2 10 2 8 2 2 2 2 2
left_child=3 2 70 4 7 78 72 8 101 21 11 12 13 20 16 -16 59 97 -19 106 56 24 38 35 41 26 87 31 29 -29 -30 32 -27 64 110 66 90 -36 39 40 -23 45 52 58 -45 49 48 -48 -47 50 -5 -51 54 -54 -43 94 -11 -38 -44 61 -61 85 -42 -33 65 -25 83 -14 -69 -57 71 108 -7 74 -21 -75 107 -72 109 88 81 82 -81 -24 -8 -12 -22 -26 -80 -9 -37 102 -86 -41 -28 -3 -74 -15 -62 -91 -89 -1 -18 -10 -105 -90 -17 -13 -2 -6 -35
right_child=1 95 -4 9 5 6 84 89 103 10 14 76 67 17 15 19 91 18 -20 73 86 22 23 33 25 27 55 28 30 -31 -32 63 -34 34 37 36 57 -39 -40 93 62 42 43 44 -46 46 47 -49 -50 51 -52 -53 53 -55 -56 69 -58 -59 -60 60 98 -63 -64 -65 -66 -67 -68 68 -70 -71 77 -73 96 75 -76 -77 -78 -79 79 80 -82 -83 -84 -85 92 -87 -88 100 105 99 -92 -93 -94 -95 -96 -97 -98 -99 -100 -101 -102 -103 -104 104 -106 -107 -108 -109 -110 -111 -112
leaf_value=0.013838740731776253 0.0031754365813355164 0.0020084272699529885 -0.0093844464202439432 -0.0014905998054391518 0.0009590535271942922 0.0033730942540457979 0.0098619555896452236 0.016063308179385744 -0.011458247286930904 0.0074646607597040554 -0.011797006880191306 -0.014151445493652666 -0.0027429856819283032 0.0033908711874408811 0.015048772455398656 0.00063804615097699444 -0.00021555836575284896 -0.0073586017172676864 0.0057263264263861073 -0.0061053457296860476 0.0014108143600436603 -0.001853308562192284 -0.0035767152222368282 0.006140734745936233 0.014310910924194743 -0.0078164273389911571 -0.0055271109724380641 0.014190655253269695 -0.0039831116936313573 -0.0056185991388223383 0.0051668962679218495 -0.0047406640453418339 0.010288508759076226 0.00028594304700668282 0.0098531001840293439 0.0031420079298496969 0.0092239792539309425 0.0022155241341399456 -0.0079568911915564762 0.0067363005836081702 -0.0022095480637800862 0.0023591950454164815 0.0013596491730008154 0.0046276927590657626 -0.0015902618258493799 -0.01089137573704442 0.0052789013000546607 -0.00093975918620269354 0.00090378412618406746 -0.011756668507541021 0.0083452810494690517 0.00092118783487022185 -0.0034730052951517732 0.0049688378651739111 -0.00053160618342010994 -0.012311209717677759 -0.0072273227808407657 -0.0060791817378262674 -0.0066553194358323813 -0.0072693265340326163 -0.0019520937766683408 0.0041416843867555673 0.013867393057772546 0.00028418589387886384 0.0082003242412030577 -0.009855878219231869 -0.0052902832795584795 0.022734568590817607 -0.00094338319373363417 0.0020674030719389455 -0.0029369417898999599 0.0083507887764242249 0.0012032849151295065 0.014860693636789244 0.010118845940709952 -0.0029464626733015776 0.0049051417128338536 0.018106767437149354 -0.0017566097720528478 0.0043383906194466868 -0.0098787439070452138 0.010381116271867771 -0.0099152137803772931 0.015387001447438518 -0.011375363126179497 0.0022466992793774916 -0.0090509333251337382 -0.0081476183532585116 0.019609344347349532 0.0068335059301645028 -0.013727870273461179 -0.0047584712273286509 0.0050572143086158672 -0.0088992655315979323 0.010603781880863099 -0.012514877333777544 -0.015262982279059874 -0.011200892504068144 0.011853341648509678 -0.0062584804519418722 0.005121106957741213 -0.0022438467030745993 0.014292444375772977 0.0081044118694448952 -0.0071506856965024386 0.0013154566627640613 -0.01263275338624472 0.0024072627098545582 -0.012229680786877559 -0.01313280552363115 -0.012043705975749375
leaf_weight=5.457839630544183 3.7883197234477839 7.4794022785499683 12.551665572449563 1430.1984993284568 8.1021213158965129 6.0197123107500365 9.873460787348451 13.578834206797181 14.753411479294298 44.839465886354446 92.607995416969061 18.024219913408167 5.5708047659136382 6.7890972793102291 13.067806914448736 10.589239791035654 10.534898405894639 12.278188007418064 442.62672336027026 42.718192653730512 30.6290820594877 16.25999986147508 5.5292068598792019 6.8771128356456748 5.2227111682295826 14.313552542123942 6.1763962153345329 48.569252587854862 142.2975521478802 12.86633015424013 102.39758152328432 404.24757602438331 47.895092734135687 13.157950741238894 104.35601379908621 5.2888438571244469 15.766757643315939 167.69054389651865 7.2479089330881825 4.3252751934342113 9.9982602600939554 902.43844568729401 52.721636839210987 112.26114010810852 881.25884914398193 37.100709646940231 502.43779899179935 167.4784442037344 99.097223978023976 16.997698952909559 49.252807700075209 3996.2694633030333 394.89568040380254 69.572721505071968 914.24158895015717 114.2046781773679 11.716748490929602 19.160049481317401 275.81639866530895 17.305083701387048 9.2354351393878478 10.942016555927692 89.320754317566752 147.03248766437173 6.5824597440659991 45.949489142745733 10.471781176049261 16.157259413041178 6.7700406536459914 11.369671677239237 5.0150781564880154 9.0897137306164968 5.1618006783537558 20.130012087523937 13.080408615991471 13.548418059945105 7.5603032764047375 9.9188080632593465 7.7038924228400019 20.956848136149347 30.531725054606795 12.235476637259124 16.629150577355176 13.744410638231782 9.1463986085727793 10.566667786799369 48.539687947370112 9.1338801607489604 12.730870840139685 10.617651754990222 53.220493157859892 9.9211494140326959 6.5782238468527785 12.774237027857451 6.2611763472668827 38.998760308139026 63.537892336025834 11.272925231605766 14.023116255179046 8.1666143517941219 8.9271403122693282 6.4667711043730387 11.915908811613916 8.8730961196124571 10.309979276731609 6.9908969439566162 15.012760631740091 3.439917277544736 11.138945984188465 13.547169753350316 13.172548681497572
leaf_count=94 88 186 336 21484 106 45 152 145 208 423 1000 437 70 129 135 117 107 121 4509 421 291 262 84 155 88 243 101 666 2674 254 1451 8525 779 83 1419 135 147 2689 82 83 138 17752 901 2079 17077 550 8683 2020 1488 188 837 51333 6460 1305 14946 2315 143 381 6534 263 93 74 1272 2552 137 1118 183 217 137 161 110 138 77 143 158 138 158 176 95 168 377 149 317 216 133 102 461 218 158 81 1050 97 113 274 80 946 1080 196 144 125 135 89 98 148 156 73 156 89 306 180 82
internal_value=0 -0.00488737 0.000706823 0.000160895 -0.00269382 -0.0047618 -0.00898001 0.00324988 -0.00184476 0.000232544 0.00179272 0.00339506 0.00396343 0.00332111 -0.00159422 0.00225055 -0.0042114 0.00469268 0.00524318 -0.000147936 -0.00145323 9.93588e-05 0.00224671 0.000761508 -2.36988e-05 -0.00192679 -0.00736685 -0.000913223 0.00210693 0.00986148 -0.000108668 -0.00242858 0.00567935 0.00253683 0.00406399 -0.00422401 -0.00734073 0.00535741 0.00701212 0.0082644 0.010233 0.000185535 -0.000559135 -0.00200299 -0.000853989 0.000611701 0.00261668 0.00373203 -0.00276519 0.000313819 -0.00111682 0.00084247 0.000282042 -0.00214116 0.00090875 -0.0095127 0.00386872 0.00128639 -0.00536724 -0.00627707 0.00091567 -0.00871883 0.0122018 -0.00341669 -0.0046772 -0.00720521 0.00501676 0.0137327 0.0173924 -0.0109602 0.00506779 -0.0016657 -0.012424 0.00272981 -0.00145867 0.00855469 -0.00713656 0.0125487 -0.00113655 0.00101339 -0.00328479 0.0016153 -0.00263964 0.0105214 0.0016688 -0.0102965 -0.00526171 0.00448744 0.0113848 0.00934125 -0.0119957 0.00490455 -0.00514316 -0.00401344 0.00360815 -0.010229 -0.0140295 -0.0063913 0.00732408 0.000963529 -0.00205258 0.00783085 0.00931011 -0.00614046 0.000229765 0.0154931 -0.00836327 -0.011568 -0.00858819 -0.0090854 -0.00732854
internal_weight=0 97.9807 51.5025 12893.2 307.97 229.746 100.317 78.2242 45.8611 12585.3 981.414 666.214 637.19 608.692 315.199 128.147 187.052 472.967 454.905 115.079 135.725 11603.8 620.894 480.968 10983 1080.92 161.296 919.619 306.131 61.4356 244.695 613.489 62.2086 357.786 298.377 123.182 93.4361 272.047 139.926 132.679 115.579 9902.04 3603.21 1322.06 993.52 6298.83 806.114 669.916 136.198 5492.72 1479.45 4013.27 2281.15 464.468 1816.68 138.012 56.5562 34.9268 328.538 154.68 40.5636 114.117 99.319 551.28 59.4091 52.8266 29.7454 28.4981 22.9273 125.574 38.9509 24.017 74.7194 89.477 55.7986 33.6784 29.0244 14.9339 129.428 107.779 80.3532 49.8215 37.586 19.2736 25.5981 103.175 79.1688 23.2837 27.4257 32.3631 58.5093 32.372 15.7246 17.0995 12.4376 46.4782 68.6997 18.062 23.2586 18.7843 18.061 11.9246 22.4508 33.9365 19.1831 19.7218 25.602 21.4641 14.9273 21.6493 26.3305
internal_count=201051 2286 1154 198765 4269 3223 1600 1046 695 194496 10627 7381 6697 6273 3246 1268 1978 4955 4630 1133 1318 183869 9990 7879 173879 20242 3098 17144 5045 920 4125 12099 1022 5683 4273 2196 1713 4108 2111 2029 1672 153637 67054 26591 19156 86583 12741 10703 2038 73842 22321 51521 40463 7765 32698 2657 566 528 7435 1676 500 1176 1410 11077 1410 1273 483 424 354 2476 818 532 1202 860 579 281 684 286 1623 1337 1011 634 485 300 398 1102 752 441 326 351 1185 302 246 357 181 1132 1157 325 237 206 353 183 205 512 304 231 273 526 394 286 165
is_linear=0
shrinkage=0.0227381


Tree=626
num_leaves=73
num_cat=0
split_feature=128 40 52 226 176 12 89 214 231 128 223 181 63 6 70 223 135 203 79 185 210 145 6 202 128 228 209 64 209 80 210 213 230 30 190 18 162 218 181 231 169 225 215 218 155 46 43 213 120 141 56 134 213 183 149 187 174 171 189 190 208 225 190 181 131 180 185 130 125 209 232 203
split_gain=6.07602 5.10841 4.95342 4.78664 6.30014 4.74122 6.75008 11.4299 12.238 12.2869 12.0266 9.07354 8.47404 7.96832 9.3138 8.69883 7.95963 9.03463 8.58118 7.37466 7.2862 7.14452 10.5443 7.1079 7.0673 6.88966 6.6974 5.32054 5.78957 6.67908 5.53101 6.73375 6.5829 6.56554 6.55685 6.06728 5.87199 7.46895 6.85068 6.12498 5.29698 5.1102 5.10008 5.08058 4.84848 4.76619 4.7527 4.56704 4.48596 4.40864 4.31356 4.13226 4.02162 3.97531 3.89447 3.77358 3.58277 3.38486 3.37552 2.45789 2.3831 2.37311 2.16615 2.12312 2.02368 2.72622 1.92385 1.83669 1.44626 1.30431 0.774234 0.444422
threshold=9047.8125000000018 0.78587220500865873 0.16405000000000003 -0.036422217264771455 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 -0.00095520567265339185 -0.0071557625196874133 61554.750000000007 0.015280819032341244 36857.700000000004 1.0000000180025095e-35 1314184.5000000002 0.17095000000000002 -0.00077585360850207497 0.47979261249017019 0.0075541355181485423 0.08185000000000002 33.473336103126137 -0.028938289731740948 1265.6697906798149 284328.00000000006 -0.083803769201040254 37140.750000000007 0.0065645121503621348 0.021330820396542553 1.0000000180025095e-35 -0.011388129554688929 0.046400000000000004 -0.032526299357414239 -0.036300553008913987 0.025523897260427478 4.5000000000000009 29.500000000000004 -2070.4999999999995 0.93593741860389279 0.05285619571805001 98686.687500000015 0.02598932292312384 0.043225994851381858 0.00029198266565799719 -0.0093059698119759542 -0.0067416320089250794 146572.31250000003 0.21315000000000003 0.12655000000000002 -0.0335471574217081 1.8316468803621362 0.47851398490756558 0.042550000000000011 0.21448087498301763 -0.018585909157991406 -896.49999999999989 128.69047619047623 4.1116780045351478 4.5000000000000009 152.50000000000003 0.13962038303693572 32.500000000000007 0.0051014660857617864 0.016900192014873031 23.500000000000004 247502.25000000003 0.2415667779765007 11516.878125000001 -2478.9505081967204 0.2733515226147516 3.3607118412046546 -0.030966797843575474 -0.0077704626601189366 -0.080140858888626085
decision_type=10 10 10 2 8 2 8 2 2 10 2 10 10 2 10 2 10 2 8 10 2 10 2 2 10 2 2 8 2 10 2 2 2 2 8 2 10 2 10 2 10 2 2 2 10 10 10 2 2 2 8 8 2 10 10 10 8 10 8 8 2 2 8 8 8 10 8 10 2 2 2 2
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Tree=628
num_leaves=112
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decision_type=10 8 8 2 10 2 10 2 8 2 8 8 2 8 8 8 10 10 8 10 2 2 10 10 2 10 2 8 2 10 2 10 10 10 10 2 8 2 8 2 2 2 2 8 2 2 2 2 8 8 2 10 2 10 2 8 10 10 8 8 10 10 2 10 10 8 8 10 10 2 2 2 2 10 2 2 10 2 10 10 2 10 10 8 8 2 2 2 10 2 2 2 10 2 10 8 2 2 2 2 10 2 10 2 2 2 2 8 8 10 10
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leaf_count=752 43814 1412 31091 1167 1007 334 186 714 420 151 381 351 768 346 1269 315 228 105 3996 504 13096 1651 949 5437 379 379 7337 6246 345 644 4456 438 638 627 266 265 1323 541 208 672 468 256 235 220 453 306 216 98 702 135 716 531 143 1330 285 937 542 701 1189 300 611 3476 5754 1928 197 337 1557 553 168 1519 690 624 340 127 545 537 198 428 1010 2362 10287 292 132 1539 3100 1299 446 1589 190 253 2093 334 1337 183 234 425 377 584 468 1380 174 234 142 221 288 1318 859 1306 966 496 278
internal_value=0 -0.000172415 0.000327827 -0.00101468 0.000639977 0.00207447 0.00388039 0.00239936 0.0121247 0.0196927 -0.000798822 0.00189761 0.0235525 0.00716386 0.0103323 0.0012175 0.00314648 0.000620355 -0.00212325 0.00317105 0.00128536 0.00353373 0.00543309 0.00618738 0.00043857 0.00664864 9.85436e-06 0.00176816 -0.00131077 -0.00336507 0.000213903 -0.00129188 0.00691186 0.00575611 -0.00151718 -0.00256071 -0.00447307 0.00349423 -0.000666299 -0.00237094 0.000878196 -0.00190608 0.00175653 -0.00130507 0.00724614 0.00303808 0.0103076 0.00600797 0.000585256 0.0128432 0.0174283 -0.00231701 -0.000510185 -0.00326581 0.00111612 0.00480197 0.00261535 -0.00333517 0.00616812 0.00920989 -0.000842783 -0.00405613 -0.00110249 -0.00196779 0.00809374 0.0143826 -0.00214611 0.000673221 0.0063267 0.00479826 0.00624991 0.00310947 0.000504418 -0.00255207 0.0061854 0.00343604 0.0101074 0.00413354 -0.00516961 -0.00522652 -0.00417731 -0.00169666 0.00759211 -0.00197182 -0.000260513 -0.00518128 -0.0029213 -0.00681376 0.00526763 0.0113644 0.0128491 0.00276853 0.00531355 0.00712377 0.00872251 0.000324985 -0.00449518 0.00306113 0.00658365 -0.00648414 -0.00247851 0.00278885 0.00928022 -0.00289891 -0.00133343 0.0004499 0.00390258 0.00816545 -0.00731667 -0.00836998 -0.0123235
internal_weight=0 9723.09 6103.38 3619.72 1268.15 904.902 601.682 519.466 82.2163 38.1212 2693.41 543.272 33.4208 157.189 109.986 3409.97 797.393 2612.58 506.021 115.424 2106.56 568.856 407.892 388.14 1537.7 91.2436 1446.46 712.267 160.965 140.336 362.277 301.447 60.8294 98.579 303.22 282.48 220.357 43.1328 242.579 206.157 3252.96 2351.57 234.379 154.671 79.708 101.349 70.244 83.8373 56.4714 63.0997 42.6796 2117.19 733.534 1383.65 210.879 154.039 142.144 113.657 97.222 78.2173 107.485 1172.78 337.571 323.619 86.1251 27.3659 350.678 196.936 67.3912 554.814 411.707 263.647 143.107 93.3291 170.318 44.0951 23.7675 60.7838 145.373 835.204 679.166 734.191 36.4226 579.495 384.028 195.468 261.985 174.2 122.042 148.059 132.997 502.752 241.314 208.27 185.351 261.438 92.6644 168.773 104.319 177.224 129.545 57.8303 20.7407 363.245 290.747 230.112 134.491 79.9721 60.6347 72.4981 49.0272
internal_count=200756 153788 87885 65903 22278 15539 10455 8195 2260 1105 35765 4674 954 2329 1615 52120 9184 42936 5429 1433 37507 9778 7138 6189 27729 758 26971 13583 2640 2295 5866 4894 972 929 5084 4676 3509 806 2678 2318 46968 43625 4830 3075 1755 1663 1520 1357 922 1304 851 38795 10927 27868 3805 2233 2090 2031 1774 1489 1548 24063 7938 7682 824 435 3154 1597 636 6506 4647 1986 1859 751 1235 1155 618 636 1682 16125 12649 13388 360 8694 5275 3419 3546 2888 1729 2661 2346 4293 2088 1754 1571 2205 728 1477 893 2703 961 408 408 6739 4958 3771 2453 1594 1187 1781 1285
is_linear=0
shrinkage=0.0227381


Tree=629
num_leaves=112
num_cat=0
split_feature=188 221 136 122 127 224 170 27 17 77 187 154 210 136 223 40 223 211 165 132 14 38 211 230 221 205 143 31 19 44 65 30 6 205 170 40 186 133 40 193 5 52 49 218 131 145 206 223 126 41 142 165 18 16 161 211 223 192 121 186 46 145 209 207 230 157 154 185 209 211 149 38 41 211 18 14 93 213 41 121 6 149 231 212 224 43 161 224 210 157 60 187 190 133 121 133 162 206 210 223 177 14 136 136 143 42 15 60 206 231 213
split_gain=5.42994 9.6616 10.4827 9.5844 10.5831 7.89419 7.47621 9.39171 7.80581 9.22762 6.96998 10.5564 7.43474 8.19569 7.28297 6.66687 6.53252 6.51224 6.27101 8.11539 6.13487 7.29947 6.38081 5.96509 8.99591 7.96144 7.0461 6.95603 8.53246 6.7938 6.53258 6.55 8.80799 6.26025 5.95218 5.97819 10.1953 11.3774 11.8431 9.86909 9.33141 9.67478 9.1543 8.79062 8.56205 8.09059 8.24431 7.69633 7.6662 9.41749 7.31213 13.6804 14.2688 12.3163 9.44313 9.24333 8.38675 8.01302 7.7144 7.71436 6.95309 6.94021 6.44174 6.39276 6.27133 6.01677 5.93259 5.89823 7.04417 5.83798 5.77403 5.75635 5.65367 5.62609 6.65728 7.18509 5.60637 5.54851 5.50137 7.85623 8.0623 6.30258 5.50077 5.42404 5.42309 7.82894 5.24061 5.04826 5.00391 4.98609 4.95834 4.9523 4.82548 4.80736 4.91353 4.70599 5.88215 4.68239 4.67334 4.64499 4.63032 4.62439 4.51397 6.42274 4.51189 4.41373 4.40582 4.39355 4.38894 4.25055 5.09819
threshold=0.5826266618756738 -0.01949069648981094 2.2249256881109112 0.05451330362471999 11152.108472531039 0.014541245996952059 49.51315789473685 2.5000000000000004 -2757.4999999999995 0.15625000000000003 3.3002463054187197 2020680.0000000002 -0.0012111509568057952 0.87066147559626073 -0.019767357967793938 0.75192837705188043 0.019137244671583179 0.032055716961622245 0.80909090909090919 0.07439776227649518 0.029709000000000003 41.500000000000007 -0.023843810893595215 0.024381938390433792 -0.0073626264929771415 0.063684064894914641 -954.49999999999989 4.5000000000000009 15.500000000000002 0.99775000000000014 0.33505000000000007 1.0000000180025095e-35 863613.00000000012 -0.032836433500051491 75.708333333333357 0.53794285625360827 9480.3299999999999 0.012462171196088211 0.38220123732830147 27.500000000000004 157538.25000000003 0.042150000000000007 0.34440000000000004 -0.021660523489117619 0.6340212217452037 1008.0109667451729 0.001650557271204889 0.0043636518530547628 0.16830621357412237 0.69332585501323363 -958.94444444444434 0.35388994307400384 -3728.4999999999995 -2528.4999999999995 0.56282580468960275 -0.01856561470776796 0.0058308159932494172 0.075134408602150551 0.23629861114355724 9942.0075000000015 0.038850000000000003 544.47358368563471 0.0041779682505875835 -0.092141032218933092 0.002106127562001348 90760.545000000013 245250.15750000003 1840.8535714285717 0.014728484675288202 -0.037237519398331635 1643.5833333333337 41.500000000000007 0.48214976464004883 -0.023435334675014016 -4425.4999999999991 0.015916500000000004 -963.49999999999989 -0.04333680868148803 0.31159181182341522 0.19149834507719771 771203.25000000012 -421.78235294117638 -0.012228454928845165 0.0020785308443009858 0.016193770803511146 0.084450000000000011 0.16666559767449571 -0.010811028070747851 -0.0083623724058270437 81663.255000000019 0.15755000000000002 2.5687964841108863 19.500000000000004 0.06727341226635937 0.2987475104397182 0.10717835831017297 0.99907930781831544 0.070531375706195845 0.022442103363573555 0.019499902613461021 0.7958333333333335 0.010804500000000002 1.71379760782353 3.2423967703773182 -925.49999999999989 0.018700000000000005 -13438.499999999998 0.0035500000000000006 -0.062669683247804628 0.0070414775982499131 -0.0011947771417908368
decision_type=10 2 10 10 2 2 10 10 2 10 10 10 2 8 2 10 2 2 8 8 2 2 2 2 2 2 10 2 10 10 10 2 2 2 10 10 8 8 10 10 2 8 10 2 10 10 2 2 2 8 10 10 2 2 10 2 2 10 10 10 10 8 2 2 2 8 8 10 2 2 10 2 10 2 2 2 10 2 10 10 2 8 2 2 2 10 8 2 2 10 10 10 10 8 10 8 10 2 2 2 10 2 10 10 8 10 2 10 2 2 2
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Tree=631
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decision_type=10 8 10 2 8 10 10 8 2 2 8 2 10 2 8 2 2 2 2 8 2 8 8 8 2 2 8 2 10 2 10 2 8 10 2 10 2 10 2 2 10 10 2 10 2 8 8 8 10 10 8 2 8 8 8 10 2 2 2 10 10 2 10 10 8 8 10 10 2 8 10 2 10 2 2 2 2 8 10 10 10 10 8 10 2 10 10 8 8 2 8 8 10 10 2 2 8 10 10 2 8 2 2 2 10 8 2 8 2 8 2
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leaf_count=378 119 98 223 644 363 121 318 174 300 137 515 190 796 91 6903 2844 246 226 310 318 195 2489 240 944 689 433 714 244 157 154 250 668 146 187 97 444 467 888 430 627 500 945 1396 421 6217 113 628 9979 590 504 3775 3244 691 466 5629 1113 286 14848 3486 1821 6151 9523 2534 5399 7504 32123 1143 1683 7929 3681 1001 878 5650 1317 164 1510 699 5037 1837 6181 184 744 718 151 125 353 134 70 608 95 1462 460 516 262 2624 1021 1557 363 198 424 350 541 1402 189 468 651 381 374 80 135 155
internal_value=0 0.00348262 0.00726179 -0.00020335 0.00444752 -0.00435044 0.00059755 0.0116035 0.0140265 -0.00416039 1.96244e-05 0.00110802 0.00182728 0.00569762 0.000880553 5.65609e-05 -0.00231378 0.00200271 0.00501633 0.00726429 0.00244022 0.000238573 0.012865 -0.00482603 -0.000540568 -0.0076727 0.0106145 0.00253172 0.00919987 0.0166392 -0.00371386 0.00361047 0.00988647 0.00228104 -0.00190102 0.00631254 0.00962381 0.00338489 0.010021 0.00227714 0.00959579 0.0119226 -0.000152809 -0.00578914 -0.000101651 -0.000488348 0.000615626 0.000866167 0.00201115 -0.00073153 -0.00191205 -7.69472e-05 0.0086015 0.00231004 0.00338748 -0.0036808 -8.67477e-05 -0.00115266 -0.000697319 0.000582485 -0.00236199 0.000513191 -0.00322703 0.000800336 0.002499 9.3615e-05 -0.00514547 -0.00112382 -0.000181614 -0.00397158 0.00325336 0.0017908 0.00554376 -0.00416372 -0.00267157 -5.40433e-05 0.00235211 -0.00390543 -0.00489384 -0.00246663 -0.00763011 0.007273 -0.00121109 -0.00920282 -0.00567471 0.00234473 0.0147968 -0.00576222 0.001894 -0.00376698 -0.00575693 0.012665 -0.0060947 0.00160419 -0.00799164 -0.00920407 -0.0068164 0.00504426 0.000653892 -0.00782705 0.000523639 -0.00972842 -0.00427234 -0.00443884 -0.000379952 0.00456727 -0.00455085 0.00458587 0.00343519 0.0117335 0.00176477
internal_weight=0 254.006 121.299 132.707 62.2597 70.4472 51.7101 69.5891 57.9985 24.1084 12769.6 1740.02 1518.8 290.019 1228.79 1031.91 464.518 567.393 196.875 160.669 160.688 139.931 20.7566 303.83 125.353 178.477 111.476 42.7198 27.5899 17.931 221.215 46.9117 28.6909 178.543 89.865 88.6784 65.7985 460.606 55.9917 404.614 132.441 105.383 11029.6 90.5333 10939 7109.13 3829.91 3645.83 1642.29 513.049 461.511 2003.55 51.538 607.652 518.193 89.4586 6012.15 2162.36 1988.92 1127.61 861.319 3849.79 268.206 3581.58 1045.89 2535.69 220.348 1395.89 1055.74 340.153 1129.24 698.517 430.72 184.08 1096.98 354.314 251.604 742.667 635.672 345.525 290.146 101.911 149.693 73.6622 102.71 32.2702 68.7557 174.303 106.995 106.787 94.4307 54.6811 173.438 34.5477 138.891 70.44 165.445 47.8571 50.4118 156.66 30.2095 126.45 67.7214 36.2059 110.417 50.1338 60.2836 39.4689 13.4105 28.892 25.2396
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is_linear=0
shrinkage=0.0227381


Tree=632
num_leaves=112
num_cat=0
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split_gain=6.00205 6.50145 6.38097 7.59785 10.2707 6.37671 8.69273 8.2647 9.33656 10.0418 8.98993 8.01848 7.83019 9.57053 9.88861 7.80494 7.55241 12.1021 12.0315 14.4644 8.50631 9.1196 13.5101 8.46042 8.09319 9.39245 7.49005 6.95348 6.31995 6.28744 6.09043 6.00622 7.87176 7.59019 8.97357 10.7757 7.31643 6.84961 6.8795 6.7361 6.4032 6.2489 9.0971 5.99126 5.93831 8.33561 6.59295 6.17822 5.88681 5.793 5.77099 5.49849 6.50413 5.39745 5.33032 5.27928 5.19116 5.03527 4.99894 4.988 4.92905 4.76793 5.96495 4.7027 4.80317 4.69433 11.3332 10.209 8.66963 9.81318 6.69121 5.50457 9.72393 7.77699 9.48951 6.19457 5.44584 5.98975 6.06456 4.66741 4.49673 5.19393 4.45533 4.3973 7.0872 4.2573 4.19045 12.0258 6.15474 4.12807 3.83317 3.79943 3.47714 3.86464 3.42148 3.36231 3.17444 3.10869 3.08658 3.01283 3.01147 2.98355 2.97957 2.9515 2.90505 2.85736 3.61111 2.73669 3.82101 2.62683 2.59148
threshold=36.798991834008788 47967.750000000007 2.5000000000000004 -346.49999999999994 0.17996034098991814 0.060336283601662204 -0.027402491308748719 175947.82875000002 0.99999911288259324 0.080648755211218032 0.034268395975232131 -0.019336468540132042 26547.093748736002 1.5000000000000002 0.037447489798069007 -591.49999999999989 0.063350000000000004 0.6049744322639975 0.79285675201591621 0.030663287267088894 218.96811024655059 0.046711773566999563 -511.49999999999994 -0.008076058700680731 0.81556840873097858 0.37750000000000006 0.38972044904248299 -86.499999999999986 1.0000000180025095e-35 0.72825000000000017 -0.00025791613734327251 14.500000000000002 -0.028105292469263073 1299089.4075000002 0.022159074433147911 11865.69523520755 0.11493466950595078 -0.032128935679793351 369722.00000000006 0.99999851894022751 614277.00000000012 0.29316656419516546 131811.67528846159 17.500000000000004 0.038350000000000002 0.074850000000000014 40.588541666666679 1.0000000180025095e-35 66669.112500000017 0.83472351886733265 -720.49999999999989 0.0054478060919791469 1442841.3450000002 -0.0039080455899238578 -0.0045204209163784972 38.825757575757585 -587.94444444444434 0.57636851336373074 192.50000000000003 0.0066600057762116202 0.54372597325369487 -1517.6201923076922 0.61697391881022823 -228.96666666666664 25878.750000000004 0.047462061047554023 -0.039624428376555436 0.032256090733090992 3.5000000000000004 -0.0042426167055964461 23.106127648163049 27.500000000000004 0.11568033881425517 0.00084305481868796061 -0.0089433388784527761 19330.425000000003 0.30290820194837537 -362.30952380952374 2.8502032819236836 -0.063234448432922349 -0.071684509515762315 4685.6137500000013 0.077600000000000016 0.0071222952101379642 -0.0092519056051969511 5826.7125000000005 -0.013051521964371203 0.10125000000000002 0.12082603386951214 0.016825356520712379 4522.8610588235306 0.039083745580438138 0.018364499323070053 0.69577930333079085 -0.012377229053527115 -0.0095852948725223524 0.16129734516990488 0.39134082004911869 1.5000000000000002 -1222.4999999999998 0.46291208791208799 3.5000000000000004 0.008082829415798189 -0.010585729498416184 0.068848958753904912 0.9779500000000001 -0.019181520678102967 0.080648755211218032 0.53617310422582076 0.11107850197978225 95.467053633575219
decision_type=8 8 10 8 10 8 2 10 8 10 2 2 2 2 2 10 10 10 10 2 10 2 10 2 10 8 10 10 10 10 2 10 2 8 2 2 10 2 8 10 8 10 8 10 10 10 8 10 8 8 10 2 10 2 2 10 10 8 10 2 8 10 8 10 10 2 2 10 2 2 10 10 10 2 2 10 10 8 2 2 2 10 8 2 2 10 2 10 8 2 10 2 2 10 2 2 2 2 2 2 10 10 2 2 8 8 2 10 8 2 8
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Tree=635
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decision_type=10 2 8 10 10 10 2 10 10 10 8 2 2 10 10 8 10 2 2 2 2 2 2 10 2 10 2 2 10 10 10 10 2 2 10 8 10 8 10 10 2 2 8 10 2 2 2 8 2 10 2 8 2 2 2 10 2 2 2 2 10 2 10 10 10 2 2 2 2 2 8 2 2 2 10 10 8 2 10 2 8 2 2 2 10 2 2 8 2 2 10 2 8 2 2 2 2 10 10 2 2 2 10 10 8 8 8 2 10 10 10
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leaf_count=128 4993 2480 195 757 345 675 252 190 1396 1180 929 387 10521 250 825 2538 762 25788 87 1040 333 227 293 159 421 711 803 744 80 568 635 1183 209 1176 638 2190 1509 1594 723 2029 884 817 346 519 325 1196 480 507 289 403 525 457 436 575 1228 482 291 496 1199 273 294 1086 347 92 149 215 63 291 532 239 287 348 164 1301 324 174 1133 173 84064 780 374 3535 1431 659 596 501 119 639 1013 94 312 540 808 109 397 354 107 155 174 4733 518 188 341 100 3017 1091 355 2411 155 150 286
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internal_weight=0 5474.17 5270.58 3613.1 142.277 97.8344 79.8918 56.982 49.4723 3470.83 1228.55 1094.99 789.617 305.372 31.3816 178.959 2242.28 2139.35 2063.91 2028.68 102.923 44.0959 1657.48 815.962 187.647 155.179 628.315 841.518 416.063 125.215 57.4823 83.9732 425.455 244.073 176.604 110.276 544.342 265.278 153.752 279.064 111.525 185.186 84.965 163.3 181.382 140.861 100.95 39.9105 40.5214 100.221 45.4439 67.7328 66.3284 7514.74 675.197 6839.54 6789.77 65.2238 6724.55 185.255 102.55 82.7047 71.3689 56.2493 500.157 41.868 29.1922 21.2353 175.041 458.289 228.981 72.7812 229.308 101.599 127.708 90.1486 87.299 106.118 6539.29 482.989 138.493 344.496 273.529 81.219 610.658 50.3021 39.521 57.274 44.4422 33.0947 203.589 6056.3 133.559 32.4684 35.2249 156.2 31.1902 13.3426 125.01 273.991 34.4613 42.7641 115.764 21.5906 111.123 88.6152 49.7699 117.698 67.4686 179.108 163.462
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is_linear=0
shrinkage=0.0227381


Tree=636
num_leaves=111
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split_gain=5.57551 7.03577 4.22015 8.68177 7.71067 9.46372 8.08764 11.3812 15.406 7.9636 7.72169 9.31693 7.44984 7.29697 10.7143 9.36721 7.26244 6.80921 12.6291 10.1003 9.61849 9.91104 9.55525 6.6933 6.86005 11.0801 10.0547 9.91283 8.62726 8.48786 7.31116 7.28973 7.34334 6.97677 8.55613 7.34918 6.79271 9.86584 8.23138 6.73223 6.6537 6.36453 6.17516 7.03598 9.09747 7.36532 6.87786 6.12894 5.98339 5.83192 5.79965 6.07045 5.60308 5.56241 5.52105 5.42808 5.30601 5.63304 5.37534 5.13803 7.79317 6.81806 6.74773 7.13411 6.1655 4.97618 4.93167 5.02596 4.80572 4.80072 4.78402 4.744 4.69512 5.81536 4.28714 4.26491 4.24749 4.05756 4.04844 4.04254 6.46787 3.58098 3.51033 3.47982 3.41628 3.32016 3.1676 3.11097 3.06207 2.88922 2.67062 2.59503 2.26301 2.12517 2.08283 2.07915 1.85564 1.67283 1.6083 1.5821 1.37905 1.26094 0.878664 0.872684 0.760106 0.686868 0.591381 0.466094 0.350483 0.204903
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decision_type=8 2 8 10 10 10 8 10 8 8 2 10 2 10 10 8 2 2 10 10 10 8 8 10 8 8 2 8 2 2 2 2 8 2 10 2 2 8 8 2 8 2 2 10 10 10 2 10 8 2 2 2 2 2 8 2 10 10 2 8 8 2 10 2 8 2 2 8 2 2 10 2 2 8 10 8 2 8 10 2 10 2 10 10 10 2 10 2 10 10 10 8 10 10 2 8 10 10 8 2 8 2 10 8 8 10 2 10 10 2
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Tree=638
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decision_type=10 10 10 10 10 10 10 10 8 2 8 10 8 10 10 2 8 10 2 2 2 2 8 2 8 2 10 2 2 2 2 2 2 10 2 2 10 2 2 2 8 10 10 2 8 2 2 10 8 8 2 2 8 10 10 8 2 8 10 10 10 2 2 10 10 10 8 2 8 2 2 10 10 10 2 10 8 10 10 10 8 2 10 10 2 10 2 2 8 2 10 10 10 8 8 2 10 2 10 2 10 10 2 2 8 2 2 2 10 2 10
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leaf_count=1441 1017 354 216 499 579 284 306 92 320 198 391 405 210 635 241 641 150 207 2166 673 362 399 236 368 893 102 222 2470 378 462 365 93 186 240 419 763 2903 100 388 6233 158 92 176 122 322 889 732 2114 923 174 131 171 176 235 88 723 259 388 2666 231 204 296 810 175 86 127 267 358 265 326 381 647 84 297 145 226 167 120 235 545 238 731 220 242 364 1199 578 9571 1812 3327 1398 4691 2920 11102 6263 13611 88950 191 118 295 1585 4467 254 170 248 130 161 421 274 281 142
internal_value=0 0.000250656 0.00482969 0.00232117 0.00538737 0.00796266 -0.00103431 0.00705605 0.0153806 0.0147956 0.0144694 0.00142808 0.00016108 -0.00179529 -0.00102028 -0.00219607 0.000321829 0.00477871 -0.00348211 0.00330889 0.00854964 0.0036706 0.00640117 -0.00129465 0.000825363 0.004064 -0.00217404 -0.0024186 -5.70398e-05 -0.00136631 0.00767328 0.0136854 -0.00368116 0.00113476 0.00745936 -0.00269574 -0.00478922 -0.00798548 -0.00289018 -0.00363196 0.00522198 -8.64185e-05 -0.00210762 -0.00833265 0.00216842 0.00496697 -0.0031007 -0.00137912 0.00212917 0.0125898 0.00736805 0.0144566 -0.000141409 0.004559 0.00692318 0.00365206 0.0155819 0.00587497 -0.0031102 0.00393633 -0.0021573 0.00789256 0.00736591 0.0111208 0.0198735 0.00863742 0.0110164 0.00397291 0.00716352 0.00311439 0.00757409 0.00762878 -0.00692256 -0.00908456 0.00635623 -0.00931617 -0.00180163 -0.00403034 0.000232915 0.00376686 -0.000662144 0.00894042 0.0112461 0.004021 0.000157672 -0.00167102 -7.67648e-05 0.000572795 -0.00637022 -0.00755054 0.000322244 0.00268984 0.00588288 0.000290553 0.000170513 0.00206211 -4.78553e-05 0.00737296 -0.0069948 -0.00458498 -0.00136497 -0.00642775 0.0101446 0.00404542 -0.0109793 0.018045 0.0207862 -0.0027111 0.00811633 -0.00183314 -0.00949606
internal_weight=0 11134.5 204.904 171.059 139.534 123.567 1847.34 50.5954 52.4199 25.7581 33.8444 71.1475 10929.6 823.22 752.966 613.352 10106.4 188.805 505.94 68.2822 42.397 107.412 88.0777 1796.74 526.935 248.844 1269.81 1248.25 437.992 380.608 57.3833 36.2216 810.254 151.515 54.0794 97.436 658.738 235.242 423.496 404.506 33.2068 350.443 278.091 60.0686 212.405 139.048 73.3571 306.201 69.5984 36.4389 147.003 38.9406 218.022 82.6139 122.778 97.9866 24.7916 50.6954 135.408 108.062 44.0784 63.9835 71.7625 49.6856 23.4866 21.5605 46.2552 139.614 88.5952 71.7 51.9132 44.2423 64.2291 70.2545 17.2159 218.026 51.0189 41.8029 9917.61 197.961 110.694 87.2663 75.4142 65.4388 9719.65 795.99 600.876 573.983 195.114 183.25 8923.66 528.778 221.505 307.273 8394.88 861.304 7533.57 11.8633 45.2555 437.658 164.75 272.908 36.4827 29.8366 53.7138 29.898 33.7146 24.8372 46.6284 22.0769 31.5256
internal_count=201092 170407 4079 3386 2745 2166 30685 1017 765 504 693 1401 166328 16028 14290 12382 150300 1570 10189 1676 1003 2193 1558 29668 9439 3657 20229 19880 6751 5785 966 588 13129 2117 872 1245 11012 3374 7638 7250 398 5323 5782 1263 3381 2327 1054 4584 1159 276 1243 381 4519 1677 1959 1612 347 996 2842 862 335 527 1442 985 477 349 686 1908 1213 972 707 739 847 1738 245 3129 695 327 148730 2603 1417 1186 951 754 146127 16828 11348 10770 5480 5139 129299 20111 7611 12500 109188 13975 95213 341 663 8513 3751 4762 642 337 1141 495 481 513 512 457 641
is_linear=0
shrinkage=0.0227381


Tree=639
num_leaves=112
num_cat=0
split_feature=228 74 208 7 224 232 179 224 202 223 7 156 187 55 195 35 124 40 130 7 16 44 192 185 41 214 41 179 136 187 187 144 220 121 152 135 182 154 121 217 182 182 120 120 222 195 183 39 135 230 222 209 223 40 30 128 213 91 155 195 187 212 223 182 152 14 182 214 222 220 212 78 223 136 128 209 186 230 155 233 130 200 17 215 48 181 180 188 8 180 121 40 215 156 213 167 183 184 210 41 142 224 119 229 220 183 187 124 152 199 230
split_gain=5.9395 9.02494 7.76874 7.67349 10.5178 7.66032 7.32152 7.91891 8.49828 7.84679 7.75836 7.74083 9.82845 6.87281 6.8422 6.6183 12.3053 7.1813 8.76656 8.36388 7.88092 8.32993 6.93931 6.53045 6.52385 9.86117 9.47228 8.9965 9.37296 8.68097 8.55879 6.49205 6.40253 6.54174 9.74435 6.34004 6.28195 6.02351 5.96609 5.86846 5.84897 5.72264 6.50713 6.75699 6.69507 6.9697 6.11028 5.89227 5.76859 5.5927 5.55818 7.27768 8.10905 7.20481 6.89671 6.04496 6.43649 8.86684 6.43046 5.96045 5.81517 5.28578 5.25462 5.0937 5.06196 5.00921 5.00627 4.94645 4.89072 4.88351 5.9837 5.72941 7.48745 5.50058 5.34429 7.55258 5.10599 6.64628 5.08918 4.8165 5.53133 4.81585 4.80158 4.77182 4.66978 4.56468 8.76036 7.85192 9.01418 6.96262 6.79993 6.70993 4.52386 4.4704 4.46656 4.52212 4.42048 4.40169 4.37956 4.35674 4.33196 4.2699 4.26653 4.14354 4.67551 5.48296 4.12437 4.11564 4.10829 4.70823 4.47592
threshold=0.015413631219416859 0.0099500000000000022 0.052142705768346793 63551.250000000007 0.01678135804831982 -0.0045204209163784972 0.9999941415973258 0.00045736446918454027 0.14727065712213519 0.01204882748425007 10667.250000000002 690106.50000000012 12.111805555555557 0.022950000000000002 10.175337837837839 1.0000000180025095e-35 36.012320328542103 0.35698827027947327 0.36395308023005396 14379.750000000002 -1013.4999999999999 0.97985000000000011 190.7115427302997 3609.6262184873954 0.43030774107075148 0.015019298996776344 0.36812987827773896 1.0208634007635655 2.1178841052563846 22.467708333333338 6.648751805240356 -336.49999999999994 -0.021799015812575814 0.16742166289034838 122681.70450000001 0.13792476026037442 -246.93749999999997 225001.80000000002 0.17173227325783427 -0.045145647600293153 -1601.2249999999997 -1852.9230769230767 3.9773334844630788 6.2777594883072565 -0.0033023075666278596 17.513899613899618 -776.49999999999989 0.21864559297102101 0.16628728751720359 -0.014611485879868267 -0.014422234147787092 0.025142955593764785 0.0094551518559455889 0.077649946340326417 4.5000000000000009 76612.500000000015 0.02265360672026873 1.5000000000000002 223481.25000000003 23.692688499619198 6.7541678243956662 0.03001146670430899 -0.0099658244289457781 -897.78888888888878 177771.51450000002 0.020479500000000001 -1098.9499999999998 0.016674509271979335 0.020101548172533516 -0.025473807007074353 0.045922653749585159 0.17710000000000001 0.0068178670480847367 0.48171444685371573 45011.700000000004 -0.021467525511980053 74221.605000000025 -0.00011192078090971334 40440.526071428576 -0.011158636305481194 0.22263989989715277 22.500000000000004 -5971.4999999999991 -0.015951048582792279 0.10275000000000002 44590.05000000001 8705.1075000000001 0.92831449126413168 675191.25000000012 3436.8975000000005 0.3975709773679203 0.24099513518495871 -0.012257261201739309 153069.75000000003 0.010393160395324232 0.10263157894736843 -908.49999999999989 572448.31135714299 0.016616465523839 0.23726345151794789 -964.96153846153834 -0.014775519724935291 1.0000000180025095e-35 -0.010470638051629065 -0.012357362546026705 -1539.4999999999998 16.443240393626994 27.253935660506503 706882.2165000001 85130.31491883118 0.012973212637007238
decision_type=2 10 2 8 2 2 10 2 2 2 10 10 10 8 8 2 2 8 10 10 2 10 10 10 10 2 10 10 10 8 10 8 2 10 10 10 8 10 10 2 10 8 2 2 2 10 8 10 10 2 2 2 2 8 2 10 2 8 10 10 8 2 2 8 10 2 10 2 2 2 2 8 2 10 10 2 10 2 8 2 10 10 2 2 10 8 10 10 8 8 10 8 2 10 2 8 10 8 2 8 8 2 8 2 2 8 8 2 10 10 2
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shrinkage=0.0227381


Tree=642
num_leaves=112
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decision_type=8 2 2 8 8 10 8 8 2 10 8 2 10 8 2 10 2 2 2 10 10 8 2 2 10 8 2 2 8 2 10 10 10 2 8 2 8 8 10 2 2 10 8 10 10 10 8 8 8 2 10 2 10 2 10 2 10 2 8 2 10 10 10 10 2 10 10 2 8 2 10 10 10 2 10 2 2 2 2 2 2 10 2 10 8 2 8 10 2 2 8 8 10 10 2 10 8 10 8 10 2 10 2 2 2 2 8 2 10 2 2
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leaf_count=200 498 102 116 175 131 152 69 432 354 173 89 489 184 226 1128 133 180 320 117 336 144 125 151 113 98 626 587 6480 290 315 199 420 5160 121 6293 152 812 3068 635 69 226 1897 28631 5610 339 3090 82 760 4908 820 739 1846 203 463 10444 747 1491 2340 200 594 1198 228 159 557 278 1153 25960 28 25571 25315 11231 668 195 857 520 886 344 1296 323 249 131 128 813 302 118 88 1380 139 1001 78 171 135 66 137 77 188 104 150 125 105 123 173 91 94 186 166 103 596 92 123 86
internal_value=0 0.00193801 0.0055818 0.000501739 0.00673711 -0.000390241 0.0047972 -0.00158692 -0.00291671 -0.00143112 -0.00341879 0.0016223 0.00340073 0.00458937 -0.00605514 -0.00254662 0.00714966 0.00808384 0.00965401 0.0110008 0.00705671 0.0120596 -0.00202984 0.00018499 0.0117186 7.55869e-06 3.6022e-05 0.000333407 0.00272037 0.00717829 0.000937719 -0.000665682 -0.000511125 0.000109935 0.00229763 0.00366237 0.0116028 -0.000576251 -0.00238089 5.56976e-05 -0.000344265 0.00292576 -0.000932992 -4.62774e-05 -0.00246255 -0.00294042 0.00946333 -0.00516536 0.000150393 0.00143049 0.00660959 0.0109581 -0.000844961 0.00596088 -0.00169008 0.00531671 -0.00533395 0.00240375 0.00506823 -0.000108703 -0.00109954 0.0118734 0.0086991 -0.00355456 -0.00490649 -0.00440945 0.000160149 -0.000935424 -0.000598917 0.000587985 0.00172715 -0.000135045 -0.000895988 -0.00832855 -0.00274887 0.0100208 0.0107576 0.0131543 0.00533639 0.0145911 0.0131622 0.0159552 -0.000310162 -0.00748201 -0.0023344 0.00737485 -0.00779252 0.00993253 -0.0071622 -0.00953325 0.00836822 0.0121537 -0.00128187 -0.0103974 -0.00978777 -0.00708671 -0.00336853 0.016567 0.000421728 0.0166517 0.00338302 -0.00153445 0.00813675 -0.00250597 0.00748101 0.0146862 0.000722052 -0.00556404 0.0102965 -0.0134267 0.00482398
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internal_count=201177 6936 1860 5076 532 4544 725 3819 3280 2771 2060 843 539 711 1217 264 1660 1544 1298 1181 740 445 295 475 250 194241 193555 124675 14188 3093 11095 68880 67169 46005 11479 9597 964 34526 21164 110487 33822 4965 28857 107457 10824 10200 2471 1882 9751 7061 1559 2156 13355 1009 12346 1382 7809 8633 3030 5502 6808 2074 1999 6318 5438 2690 96633 33459 32051 63174 37191 25983 1031 1711 10964 1344 1840 1496 880 452 1145 1014 1966 3392 622 364 1408 365 1761 704 366 624 246 724 509 686 362 489 731 441 332 346 209 557 311 268 293 665 276 980 189
is_linear=0
shrinkage=0.0227381


Tree=643
num_leaves=60
num_cat=0
split_feature=149 190 141 183 121 130 216 180 207 123 161 210 220 223 144 123 226 227 149 51 143 193 189 218 131 143 230 81 227 149 31 156 120 130 31 135 1 170 209 202 135 180 220 178 180 145 67 181 121 141 150 42 223 226 123 214 161 214 6
split_gain=7.69644 5.1301 4.91414 4.85015 4.62525 7.74254 6.10251 6.09085 10.2616 10.1866 6.45857 6.37092 5.80186 6.35253 5.12907 6.10572 5.02124 4.84485 4.45645 4.24852 4.5357 4.22509 5.22733 4.23105 5.64511 5.50443 3.8989 8.45471 11.5753 8.09733 4.13388 11.9659 5.25822 3.84283 3.62897 3.58866 3.53701 3.53549 3.19007 3.11922 2.97261 2.94224 2.85472 3.92924 2.84537 2.67028 2.59021 2.50011 2.47656 2.31372 2.00042 1.60091 1.50022 1.42991 1.19348 1.0876 0.997608 0.823949 0.366284
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decision_type=8 8 2 8 10 10 2 10 2 10 8 2 2 2 8 10 2 2 10 8 10 10 10 2 10 10 2 10 2 8 2 10 2 10 2 10 2 10 2 2 8 10 2 10 10 8 10 10 10 2 8 8 2 2 8 2 10 2 2
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internal_value=0 -0.00585863 -0.00823489 0.000162883 0.000189313 0.00324356 0.00919357 0.000538554 -0.00224678 0.00340303 0.00952794 0.00650468 0.0114258 0.0152195 0.0175961 0.019714 0.000211256 0.000128463 -0.00602055 -0.00990846 -0.0112098 0.000160576 0.00824444 0.000139009 0.00639324 0.00976187 0.000111086 0.00267248 0.00766122 -0.000238754 4.81642e-05 -0.00131565 0.000176256 -0.00714381 0.000164561 -0.00654057 -0.00908591 -0.00507774 0.00332915 0.0142222 -0.0116962 0.00591189 -0.0127879 -0.0140311 -0.0104024 0.00149445 -0.0107193 0.00099027 -0.0155849 0.0142012 -0.003758 -0.0134162 -0.00157671 -0.0172699 -0.0127825 -0.00570389 -0.0140028 -0.0143019 -0.00978965
internal_weight=0 102.089 81.8203 12916 12877.8 242.766 69.4262 173.34 121.825 69.0783 42.9702 51.5153 62.122 44.2068 40.5365 37.0909 35.1365 12635 57.3101 75.0425 71.3202 12577.7 24.7428 12552.9 47.0813 38.8114 12505.9 291.295 102.176 189.119 12214.6 1041.87 11172.7 38.2068 17.9152 26.1081 52.7464 14.7102 20.269 27.2608 41.4898 22.8708 65.8105 60.573 34.1153 23.1949 27.9561 25.3377 55.569 15.0385 11.4414 25.225 7.75434 47.8146 24.7098 7.30418 34.1349 21.0234 11.4337
internal_count=201184 2049 1716 199135 198333 3760 1919 1841 1285 667 359 556 1675 1192 1082 953 381 194573 748 1591 1489 193825 356 193469 562 497 192907 4369 1753 2616 188538 18262 170276 802 483 308 618 411 333 346 511 244 1360 1251 499 249 718 238 1191 225 197 362 174 1017 629 244 462 559 321
is_linear=0
shrinkage=0.0227381


Tree=644
num_leaves=112
num_cat=0
split_feature=198 162 228 131 12 208 191 213 127 209 232 7 152 51 207 39 153 188 207 221 213 135 198 178 228 206 211 73 152 215 151 206 39 186 153 176 14 215 187 170 213 231 134 142 17 123 51 167 190 215 217 215 233 19 68 142 128 211 24 190 202 38 217 58 5 127 136 17 55 188 181 167 32 40 221 224 188 211 204 233 206 30 217 130 60 217 209 229 190 231 131 17 155 208 228 38 190 40 42 220 207 232 225 162 141 191 228 213 208 123 228
split_gain=6.75093 6.03661 5.51446 5.50017 5.03937 7.00135 6.5769 6.51073 8.55164 8.05909 9.25082 9.02188 10.1426 7.86274 7.52746 9.91829 7.62511 7.46923 7.43309 7.03074 7.01288 8.55022 6.99185 6.54462 7.34749 6.538 6.44284 6.15651 6.13793 5.65155 5.24883 5.21713 5.12615 9.45724 8.4267 10.093 9.06191 10.133 8.08246 7.89007 7.5883 6.85999 6.54498 9.37917 8.99462 6.42233 6.40088 6.76197 6.1966 6.0869 5.96213 5.72454 5.57685 5.3217 5.1763 5.75691 5.15346 5.14352 5.10463 8.33851 7.22267 10.4986 7.83329 9.34694 8.94177 6.73336 7.94036 9.59002 9.4435 6.68475 6.49098 6.03198 5.98042 6.21818 5.95347 5.89623 6.4027 6.38526 5.53628 5.44281 5.0015 4.99906 4.90645 4.84321 4.79731 4.73622 5.25578 4.58401 4.53033 4.30247 4.48126 4.09399 4.00705 3.99095 4.39023 3.93871 3.85062 3.84067 3.78219 3.71775 3.6609 3.46209 3.37212 4.3157 3.21989 3.18845 2.96812 2.92071 2.82708 2.74377 3.646
threshold=0.49794158888423179 1.0031032634062285 0.0015847727772779765 0.21896945899597009 1.0000000180025095e-35 0.057010747492313392 9.5000000000000018 0.022293318994343284 22277.321917085585 -0.022615017369389531 0.0057040965184569367 12102.750000000002 356741.35714285722 0.0091500000000000019 -0.047118891030549996 0.61208942577103242 150081.43500000003 0.58705624252094146 -0.026910227723419663 -0.017082831822335717 -0.0014341024798341093 0.18865700313606562 0.14583652081526505 0.4431524547803618 0.003243898856453598 0.036534726619720466 0.010654344689100982 0.74845000000000017 336314.35125000007 0.025944165885448459 1645.5000000000002 0.035901539027690894 0.19125081347581843 11480.242500000002 288486.94500000007 1.5000000000000002 0.018717500000000001 0.008250403683632614 10.293797953964196 15.45804195804196 -0.0083717550151050073 -0.01202274765819311 0.023358019613845395 -1385.633333333333 -5645.4999999999991 0.83472376477364074 0.16665000000000002 0.5590277777777779 7.5000000000000009 0.0022661060793325309 0.014507671352475883 -0.01176538737490773 -0.008283361326903103 4.5000000000000009 1.0000000180025095e-35 -422.98076923076917 24775.650000000005 -0.020775247365236279 1.0000000180025095e-35 2.5000000000000004 -0.064281966537237153 8.5000000000000018 -0.0047042202204465857 0.98735000000000006 123768.00000000001 28291.163244288688 4.3380794302767747 -912.49999999999989 0.00075000000000000012 0.28015151515151521 614876.40000000014 1.2403846153846156 1.0000000180025095e-35 0.77511798189924352 0.02188004553318024 -0.0078512453474104387 0.43490542864161147 -0.023843810893595215 -0.016077375039458271 -0.0023920664098113771 0.059993494302034385 4.5000000000000009 0.00663103279657662 0.56214361777233901 0.0026500000000000004 0.023679543286561969 0.0017839900683611634 -0.015228690113872288 20.500000000000004 0.013480961788445713 0.55822412699053048 -3726.4999999999995 81790.654821428587 -0.02807802893221378 -0.0013764373725280164 38.500000000000007 26.500000000000004 0.54005110541241963 0.11040000000000001 -0.0019127554842270909 -0.038176596164703362 -0.0016094634775072334 -0.0038589159958064552 0.85565258263029575 0.13605912245546256 15.500000000000002 0.001469995884690434 0.019193199463188652 0.015407388098537924 0.9999962649229287 -0.0024031975772231813
decision_type=10 8 2 10 2 2 10 2 2 2 2 10 10 8 2 8 8 10 2 2 2 8 8 10 2 2 2 10 10 2 10 2 8 10 8 8 2 2 10 10 2 2 8 10 2 10 8 8 8 2 2 2 2 10 8 10 10 2 2 8 2 2 2 8 2 2 10 2 8 8 10 8 2 10 2 2 10 2 2 2 2 2 2 10 10 2 2 2 10 2 10 2 8 2 2 2 10 8 10 2 2 2 2 8 2 10 2 2 2 10 2
left_child=4 87 3 -3 5 7 82 13 9 102 11 -11 -13 18 20 16 98 25 92 -18 23 26 -20 24 -15 -17 -22 -19 89 108 -24 84 33 34 35 48 40 51 41 52 -37 96 43 49 95 -41 50 81 -6 106 -35 -38 53 -40 105 -56 -46 -54 59 78 65 62 63 -62 -64 66 67 -60 -68 71 72 -63 73 -61 -71 77 -77 -72 97 83 -74 -48 -7 -67 -12 86 -49 91 -42 90 -8 -2 -1 94 -89 -45 -36 -44 -16 -39 -4 -88 103 -9 -80 -43 -34 -58 -10 -95 -111
right_child=1 2 100 -5 32 6 28 8 29 10 31 12 -14 14 15 17 19 27 22 -21 21 -23 30 -25 -26 -27 -28 -29 -30 -31 -32 -33 42 46 38 36 37 99 39 45 88 54 58 44 56 -47 47 85 -50 -51 -52 -53 57 -55 55 -57 107 -59 60 70 61 69 64 -65 -66 79 68 -69 -70 74 75 -73 80 -75 -76 76 -78 -79 104 -81 -82 -83 -84 -85 -86 -87 101 93 -90 -91 -92 -93 -94 109 -96 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 110 -112
leaf_value=0.0058631550283832195 -0.0057345279947050047 -0.0034665169929324531 0.004253664510407134 0.013313020302710275 0.0046993098564341203 0.012197828728945932 -0.015678640989162034 -0.0067428724037218411 -0.013407028081216738 -0.0045438811686099026 -0.00045264948670915557 0.017827071126619888 -0.00088586032796189953 0.012929240426112685 -0.011836228237420489 0.0023494403781460344 0.006665493070227636 0.00075027513669211684 -0.0025302702358460101 -0.0034251833938435524 0.0095467294819696017 -0.010147685905939311 0.019617484205600343 -0.002987603100737376 0.0012463485073969764 0.012992648317700358 -0.006121821994981764 -0.0073388999546811703 0.0055162257298814387 0.0079945635276507682 -0.0013060179901398846 -0.008633270022994138 0.0025287890755420358 0.016319138137355495 0.010050423639112047 -0.0067212223005075362 0.0050499059080341647 -0.0060859375525933995 -0.013068718041442313 -0.0025489748202341292 0.010301560233365542 0.0067703143264869611 -0.0079085480782913071 -0.0040133711727610459 0.00076620558490541875 0.015464369571143338 -0.011369580206847234 -0.0045714326896614463 -0.0095986800288730481 0.0098720365126723861 -0.0006889376478220623 0.022453255643335789 -0.005020151905261911 0.0037255242317285669 -0.0097234128171815835 0.0021011075801241658 -0.015016401144603819 0.0043558615336018007 -0.00030592529303151092 8.7769019709972674e-05 -0.0014855231179318146 -0.0056524483352724982 -0.0076660281997851651 0.0062354626232603945 0.0003620232437611096 -0.005884423776900888 -0.0075661220353356795 0.008141429451529519 0.013562106448649944 -0.0026216309218686754 0.0092679128099844837 0.011776717077497495 -0.006390529702483749 -0.0082612211540888485 -0.0073468870010340286 -0.0058769600841612358 0.0088762851726126996 -0.0078307640554911191 0.00021234015002024136 -0.012393266058670539 0.0067011291385246285 0.0044506928748861514 -0.0061526178883947865 0.0094931018786465187 0.014888195854849899 0.015733974243893459 0.013513856306136477 0.0071616127531344649 -0.001034867963541233 0.0021686138183091169 0.0014230784866876875 0.011373298823741496 -0.0084319928269518188 -0.013739916829956365 -0.0077169254343106564 0.0097505319604112121 -0.0037923844261113023 0.0079924600743528605 0.0022750046350086292 0.0063790990842791237 -0.010265531121541844 4.7729943927383295e-05 -0.0082787723217507304 0.0095475568954248684 0.019726214388493597 -0.0048808444827947413 -0.0096078273137557967 -0.001918427704090065 3.6167315078582597e-05 0.0069054717990692715 -0.0085527197268257527
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leaf_count=127 118 79 63 222 147 151 580 112 249 175 351 993 264 734 800 1470 477 5307 177 2484 229 286 455 176 391 361 107 901 177 118 103 167 103 256 118 261 176 116 170 100 265 143 109 106 99 227 136 165 261 155 98 238 309 91 997 140 425 709 13084 116723 2097 177 1217 2412 4193 320 232 1461 1091 18624 142 361 1536 1684 2704 175 1788 573 106 751 112 73 97 410 116 71 100 145 231 127 204 74 146 871 179 82 90 109 132 144 185 112 218 128 218 120 80 83 187 139 161
internal_value=0 -0.00455958 0.00154488 0.00729154 2.54467e-05 0.00129338 -0.00486146 0.00169404 0.00515991 0.00701255 0.00912193 0.0126409 0.0147053 0.000969481 0.000447898 -0.00053399 -0.00384284 0.00127786 0.00789733 -0.00165622 0.0041576 -0.00161957 0.0125397 0.00689141 0.00897287 0.00556048 0.00439207 -0.000341149 -0.00794189 -0.0044688 0.0164775 0.000713048 -0.00013443 0.00163222 0.00039011 0.00376967 0.00625969 0.0113273 -0.00159279 0.00171824 0.00122747 -0.00461405 -0.000265669 -0.00455923 -0.00789175 0.0101923 0.00663441 0.00274317 -0.00454881 0.00314875 0.0125466 0.0169095 -0.000628919 -0.00809776 -0.0062294 -0.00794528 -0.0110491 0.00159962 -0.000191383 0.00010255 -0.00104939 -0.00176974 0.000515855 0.00305195 -0.00179199 0.000885087 0.00152161 0.000756906 0.00955178 -0.00298561 4.71504e-05 0.00637951 -4.73187e-05 3.61827e-05 -0.00326048 0.00461933 0.0070516 -0.002891 0.0100895 -0.00642395 -0.00490651 -0.00553824 0.00592297 0.00109034 0.00503176 0.00639548 0.00252553 -0.00750208 0.00557602 -0.0106287 -0.0130302 0.00346301 -0.00201007 -0.00916562 -0.000760983 0.00289667 0.0047672 -0.000854744 -0.0100229 0.000950354 -0.00550659 0.00776751 -0.00247341 0.0035226 0.0159247 0.0016702 -0.00378476 -0.0132057 -0.00881028 -0.0116572 -0.00170879
internal_weight=0 159.606 53.2391 29.1726 12837 1430.58 81.583 1349 224.149 189.94 155.657 106.684 96.3501 1124.85 1054.6 839.708 293.703 546.006 70.2433 224.998 214.895 70.1515 46.2756 144.744 120.206 144.045 43.5922 401.961 65.2206 34.2091 36.0524 48.9734 11406.4 781.946 633.829 231.51 179.814 84.2316 402.319 193.723 95.5821 208.596 10624.4 171.863 119.845 35.7858 148.118 96.9184 51.6959 52.0186 51.1992 51.2493 157.937 31.0915 180.42 148.183 92.5512 126.845 10452.6 7791.08 2661.48 1939.86 675.323 320.431 354.892 721.625 670.08 620.409 49.6707 1264.53 7756.7 30.6107 7608.01 7487.87 1233.92 148.686 112.71 35.9761 34.388 51.5456 120.14 28.3025 16.3624 25.9307 36.2112 68.616 56.2361 106.367 63.4418 55.874 46.9142 12.7857 23.9678 93.5808 23.966 27.2934 28.1768 14.5109 68.7045 32.9823 24.0665 31.8783 34.2827 18.5273 19.8771 32.2362 27.4587 77.4105 27.2409 69.6148 14.7612
internal_count=201119 2236 549 301 198883 19277 1336 17941 3078 2524 2066 1432 1257 14863 13855 11932 3893 8039 1008 2961 1923 622 735 1301 1125 1831 336 6208 1088 554 558 634 179606 6064 5053 1839 1431 674 3214 1606 757 1608 173542 1133 795 327 1011 657 408 338 354 414 1279 261 1400 1137 607 1018 172409 123275 49134 31785 9919 4509 5410 17349 15868 14545 1323 21866 122733 538 120055 118407 21328 2678 1963 715 542 1481 1648 209 248 730 467 448 377 1687 496 911 784 192 273 1495 324 188 208 218 932 260 248 212 458 240 324 263 183 508 436 1171 300
is_linear=0
shrinkage=0.0227381


Tree=645
num_leaves=112
num_cat=0
split_feature=38 120 229 131 123 174 207 210 18 216 185 212 43 145 197 231 179 39 122 123 18 227 134 208 212 133 149 195 212 122 150 93 133 143 180 123 218 181 1 133 213 220 123 220 151 209 151 214 22 124 182 209 185 169 233 18 221 212 174 169 152 180 198 232 145 212 226 223 203 213 217 229 212 134 182 210 157 149 186 233 61 227 195 223 186 210 227 93 232 179 232 165 124 231 187 187 39 135 209 127 202 135 208 218 133 7 42 198 177 70 165
split_gain=4.19239 8.63394 5.5908 6.66727 5.91649 5.19473 4.8749 4.237 10.269 9.12252 9.02834 7.70107 10.1057 11.1943 7.54434 9.14695 8.63326 10.2814 8.42193 11.2364 9.78462 9.11561 8.98965 9.92884 8.48176 8.39185 7.53018 8.64918 7.50734 7.42716 7.28078 8.97079 7.95311 8.7895 7.25328 7.19727 9.28954 10.2087 7.65317 8.81927 7.65474 7.04285 7.04052 10.3426 10.0674 9.1705 8.61139 7.64913 6.83565 9.29358 14.1601 8.87171 8.644 7.16556 7.7669 6.98726 7.55422 7.53174 6.88131 6.7383 7.7825 8.42043 6.73082 6.67515 7.07171 6.6528 6.59602 6.56408 6.48456 7.76532 6.46995 6.46991 6.43656 6.43051 6.3904 6.27583 6.17107 5.81142 5.70175 6.61281 5.63583 5.61892 5.6058 5.5707 7.48657 6.11986 5.32246 5.25535 5.47162 5.22668 5.1762 7.3989 6.00214 7.26641 5.10714 5.05512 5.03629 4.96828 4.78454 4.73689 4.59564 4.52519 4.49124 4.39236 4.35709 4.09997 4.01719 4.00239 3.99407 3.93928 3.92763
threshold=2.5000000000000004 3.4883585722594193 0.0071522332727909097 0.20678030207984241 0.72148479791288123 5.5000000000000009 -0.0031916855368763204 0.012269455473870041 -151.49999999999997 -0.0035012930165976282 -7309.2188921370962 -0.0060447587165981522 0.0028500000000000005 203.65166332708534 1.0362674859168235 -0.00044359802268445486 0.40511214410374058 0.54645050757166158 0.079203676525648262 0.88338542287209199 -1665.4999999999998 -0.0064490281511098138 0.2052302594540972 0.0025690417969599371 -0.010412482544779776 0.19187874792579648 -875.77499999999986 9.647393048128345 -0.060128735378384583 0.092722347604156083 193.50000000000003 -986.49999999999989 0.027274411028059782 -598.49999999999989 18809.227500000005 0.8833921467840723 -0.019010633230209347 44590.05000000001 1.0000000180025095e-35 0.050589784832127824 -0.030029523186385628 0.0046047149226069459 0.83472147453930501 -0.025473807007074353 1038.5000000000002 0.019021110609173778 -1186.4999999999998 0.029385545291006569 1.0000000180025095e-35 31.935660506502398 -592.95454545454538 0.017534830607473854 -7309.2188921370962 0.0029425304721617282 0.0097605674527585524 -5066.4999999999991 0.015058487188071014 -0.017538089305162426 7.5000000000000009 0.71464359395393895 232436.19750000004 9706.8150000000023 0.17390576110548209 -0.014314027503132818 248.73558279409988 -0.0049780281260609618 0.0081012947484850901 -0.0095964586362242681 0.094124726951122298 0.043891327455639846 0.026236700825393203 -0.011383286677300928 0.053298221901059158 0.3363206357695902 -372.97222222222217 0.018609318882226947 386943.75000000006 -121.94444444444443 11137.972500000002 -0.007128797471523284 1.0000000180025095e-35 -0.0045618636067956677 20.141741071428573 -0.017040690407156941 8361.3600000000024 -0.011616242583841084 0.030711977742612365 -1.0000000180025095e-35 0.0095375566743314284 1.1242839809123975 0.00019782325398409742 0.3585714285714286 44.088980150581797 -0.011167438235133885 5.5219806763285026 4.4549512987012996 0.14958230072224996 0.067453245508049167 0.017173792235553268 9749.1863146028318 -0.062973316758871065 0.074373900791242717 -0.0048971846699714652 0.018987394869327549 0.40565069267320314 17066.250000000004 0.1145 0.053571472504983571 0.60357142857142865 0.061650000000000003 0.267948717948718
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Tree=648
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decision_type=2 10 10 2 10 10 10 8 10 8 2 8 10 2 8 10 2 10 10 10 8 8 2 2 8 2 10 8 2 2 10 2 2 10 10 2 2 8 2 8 10 2 2 2 2 8 8 2 10 10 2 8 2 8 8 2 8 2 2 2 8 2 10 2 8 8 10 2 2 2 2 10 2 8 2 10 10 10 2 8 2 8 10 10 2 10 8 2 8 8 10 8 2 2 2 10 2 2 2 2 2 2 2 8 10 2 2 2 10 2 2
left_child=1 2 20 13 5 6 7 8 11 -9 -10 -5 -11 47 -4 -16 17 18 19 -17 38 22 24 28 37 26 -26 -24 31 -30 -31 42 -27 34 35 -25 -36 -22 44 -40 41 -35 -23 -42 46 -39 48 -3 50 -50 -1 52 -7 54 65 66 102 58 59 60 61 -58 90 76 -65 78 67 70 -69 -70 87 77 -67 74 -74 -68 -61 -72 85 81 84 82 106 -84 -81 -2 89 -55 -89 -87 92 -92 -60 94 -82 -62 97 99 -98 100 101 -56 -57 -99 -105 -64 -80 -6 -95 -83 -19
right_child=53 3 14 4 107 51 -8 9 10 12 -12 -13 -14 -15 15 16 -18 110 -20 -21 21 23 27 33 25 32 -28 -29 29 30 -32 -33 -34 40 36 -37 -38 45 39 -41 43 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53 -54 55 96 56 57 -59 62 63 95 -63 105 64 -66 72 75 68 69 -71 71 -73 73 -75 -76 -77 -78 -79 79 80 93 109 83 -85 -86 86 -88 88 -90 -91 91 -93 -94 108 -96 -97 98 103 -100 -101 -102 -103 -104 104 -106 -107 -108 -109 -110 -111 -112
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leaf_count=1681 5874 350 310 2371 1013 1459 335 4302 180 1734 387 10090 1011 837 540 1031 3746 247 924 2573 227 3782 405 1149 8551 462 372 942 611 1591 181 545 7467 984 11761 1657 3813 283 284 282 6336 498 5592 155 3922 370 507 244 856 493 5771 731 706 18615 244 676 810 4247 9089 70 1071 292 267 3286 881 1407 197 739 139 458 380 641 733 357 272 939 235 155 115 207 1112 314 374 624 454 609 370 418 360 222 17107 7588 1721 597 1200 136 1525 89 495 300 567 116 551 825 573 507 378 737 1560 289 129
internal_value=0 -0.000261382 -0.000674648 0.000891749 0.00122715 0.00157391 0.00216402 0.00187303 0.00292634 -0.000347429 0.0151087 0.00238173 0.00314587 -0.00489117 0.00197737 0.00109053 0.00186298 -0.000236664 -0.00139947 -0.00358914 -0.000956276 -0.00136168 -0.00283317 -0.000626985 -0.00329118 -0.00380573 -0.00170202 0.00566729 0.00128473 0.0062937 0.00940807 0.000272259 -0.00610108 -0.0015447 -0.00259013 0.001899 -0.00339019 0.0037075 0.000527258 -0.00738254 0.000543281 0.00546296 -0.000302673 -0.000594021 0.000928096 -0.000665088 -0.000257887 0.00148708 -0.000797614 0.00344103 -0.00178022 -0.00200912 0.000146008 0.000762028 -0.000709256 0.00118133 0.00177939 0.00199005 0.00238425 0.00528189 0.0106184 0.00272022 0.00182865 0.00306669 0.00163703 0.000541006 -0.000708869 -0.00133637 0.00549818 0.0116835 -0.00221206 0.00622582 -0.00455561 0.000992112 -0.00445935 0.00599291 0.0128216 0.0136494 0.001512 0.0036479 0.00148254 0.00957783 0.0143401 0.0192434 0.0102019 -0.000790526 0.00924703 -0.00278541 0.00641336 0.015036 0.00155141 0.000645173 0.00327948 -0.000371293 0.00310084 0.01721 -0.00398588 -0.00116798 -0.00777973 0.00372261 -0.000396092 0.00886933 -0.0057209 -0.00586566 -0.00757859 0.00909158 -0.00132293 -0.00429822 -0.00432521 0.000242259 0.00935755
internal_weight=0 7995.43 5888.61 2106.82 1997.73 1885.55 1621.85 1585.2 1073.32 511.88 36.0886 1037.24 247.546 109.09 560.33 507.38 475.043 290.869 265.978 198.881 5328.28 4185.27 1385.59 2799.68 1319.75 1233.02 651.186 65.8401 906.952 144.956 111.888 761.996 581.838 1892.73 1259.87 188.785 1071.08 86.7281 1143.01 47.9051 632.862 112.691 729.526 520.171 1095.1 65.2915 767.073 48.0757 721.63 131.757 589.873 263.701 192.882 4980.07 1103.18 3876.9 2945.45 2871.13 2603.66 407.133 109.859 55.5029 2196.53 297.274 268.034 803.69 931.444 857.993 92.2909 48.9324 765.703 43.3237 123.533 62.9761 43.9556 73.451 29.24 22.1973 680.157 350.24 264.431 85.8094 53.77 39.4538 39.575 329.917 25.1826 722.379 30.5308 18.3349 2125.81 1402.25 723.564 224.856 120.709 54.356 299.486 178.3 121.186 88.2303 65.785 25.4946 74.3218 90.0699 84.6124 70.7107 14.3162 112.184 104.147 32.0394 24.8912
internal_count=200894 107517 81030 26487 25056 23306 20410 20075 13028 7047 567 12461 2745 1431 9500 9190 8650 4904 4528 3604 71530 57734 19079 38655 17732 16852 8923 1347 12302 2383 1772 9919 7929 26353 18380 2806 15574 880 13796 566 7973 1482 9374 6491 13230 653 9308 594 8801 1349 7452 2896 2165 93377 21802 71575 48534 47307 43060 6781 2309 1102 36279 4472 4167 17068 23041 21905 1336 597 20569 1176 2769 1362 1005 1136 305 535 14299 7224 5130 2094 1491 998 661 7075 1201 19393 778 831 35505 24695 10810 4469 2312 1207 4734 2714 2020 1227 927 360 1227 1487 1398 774 493 1750 2157 603 376
is_linear=0
shrinkage=0.0227381


Tree=649
num_leaves=112
num_cat=0
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split_gain=4.81658 13.9663 9.76519 9.57106 14.5905 8.62289 10.2426 10.9618 8.77442 9.84885 8.814 8.73072 8.59131 9.98494 11.3984 9.47968 10.6533 8.40785 8.69122 8.21712 9.47514 10.6114 8.10532 11.9235 10.2255 10.0283 9.38965 7.93221 7.90313 7.71276 8.14215 11.2802 7.68142 7.54232 9.0191 7.72097 7.46899 7.39498 7.30402 7.15973 6.99666 8.57183 6.99624 8.04489 7.78239 9.9922 8.07694 6.86359 9.97486 7.76955 7.5359 6.80407 6.76114 6.66595 7.53393 6.72763 6.59258 7.7476 7.62984 10.6454 7.56098 6.57217 6.43632 6.42942 6.41586 6.34965 6.3225 6.30251 10.0105 8.23836 8.12119 6.66339 7.50573 8.37907 6.59136 6.22582 7.91092 9.22554 7.21299 6.09261 6.04435 5.9831 7.56027 6.72472 5.96267 5.92625 6.30182 5.9106 5.83712 5.78025 5.73839 5.90566 5.86701 6.67209 5.7339 5.71755 5.60805 6.25127 5.43921 5.42059 5.82361 5.39066 5.34932 5.34783 5.32126 5.32079 5.22907 5.18175 6.29864 5.18015 5.17722
threshold=0.078947903186499968 0.036312017589807517 0.079450970792956502 0.010863451287150385 -0.022234548814594742 0.069599762236841153 0.0049810000000000011 0.0082449838519096392 0.067331954476998815 0.040134228187919473 1.0000000180025095e-35 -0.10011900961399077 -0.022686787880957123 -0.0066651375964283935 0.0091154994443058985 0.86811594202898557 -0.0045197228901088229 7.2507309941520477 0.013793759512937596 0.51547479207835212 6.5000000000000009 0.018609318882226947 0.061630759482036043 -0.022078335285186764 -456.49999999999994 0.0070670000000000012 0.51097783907795657 -1375.4999999999998 -2096.4999999999995 1.5000000000000002 0.021881262771785263 -0.0090150525793433172 -0.053729079663753503 3.4801960784313732 -3412.4999999999995 0.09395000000000002 0.093650000000000025 -871.49999999999989 2.5000000000000004 0.08765000000000002 0.0060345251113176354 31524.750000000004 0.4373939367044648 0.028009024448692802 0.015285905916243793 14663.452500000001 0.14939840883016589 48849.232500000006 0.034176500000000005 1.5000000000000002 0.052050000000000006 -0.024322904646396633 -1.0000000180025095e-35 0.018283495679497722 0.53594184068924611 0.65045036354095698 4.5000000000000009 -0.01038767024874687 0.38013475668738889 0.0045500000000000011 176919.75000000003 1.0000000180025095e-35 0.037911981344223029 414.77520015642233 -2397.4999999999995 0.55134410577806092 0.77070499657768665 0.63814711593856699 0.0065421294420957574 -0.019930974580347535 -0.079667109996080385 0.059364000000000007 1801192.5000000002 -0.01144073251634836 -0.016958453692495819 0.24464255356921086 0.14573853730519623 -0.0063519848044961682 0.049861878453038681 -0.00035656070394907141 -0.015147759579122065 80130.750000000015 0.031945000000000008 0.10915000000000001 0.10427459749275746 49.500000000000007 -533.49999999999989 0.093961739912637746 2851.2744470046086 -601.96666666666658 0.12337223067816676 -0.039931043982505791 -0.039746263995766633 1.5000000000000002 -0.020538040436804291 -0.0079042632132768614 -755.49999999999989 6.5000000000000009 0.27535000000000004 0.0052379567641764888 0.018299995921552185 0.26831302519157618 0.0027263117954134945 0.096296978096766767 0.7236111111111112 1718.5000000000002 46.500000000000007 71874.000000000015 0.091236645249999845 -0.0042574061080813399 1.5000000000000002
decision_type=10 2 10 2 2 8 2 2 8 10 2 2 2 2 2 10 2 8 10 8 8 2 10 2 8 2 2 2 2 8 2 2 2 10 2 10 10 10 10 10 2 10 10 2 2 8 2 8 2 2 10 2 8 2 8 10 10 2 8 10 8 8 2 8 8 10 2 8 2 2 2 2 2 2 2 10 10 2 10 2 2 8 2 8 10 8 10 10 8 8 8 2 2 8 2 2 2 10 10 2 2 10 2 10 10 10 8 2 10 2 2
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is_linear=0
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Tree=652
num_leaves=112
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split_gain=5.08793 7.7076 6.07106 9.00314 9.38204 7.77978 10.4144 7.09936 6.90671 6.79146 6.45228 10.7031 9.37264 7.33265 10.2698 10.0014 6.89694 7.82202 7.7063 7.51672 6.75243 10.6797 10.6815 7.88599 7.56004 7.38062 7.27807 6.2964 6.2492 6.207 6.1493 6.14233 5.74467 5.69625 5.66889 5.65164 6.48149 6.45682 5.64606 5.50393 5.29175 10.8434 11.2103 10.4149 9.79844 8.5915 7.24749 6.81246 6.13356 5.73093 5.52331 6.481 6.92189 6.35029 6.88273 8.15613 5.87937 6.69052 6.07806 5.40699 6.59683 6.18154 6.59935 9.86159 9.68345 6.03306 5.19904 5.18699 5.08873 7.54661 7.68801 8.81738 7.30984 7.42164 7.09396 8.15795 6.91743 11.0191 9.84397 8.13682 7.36453 6.95051 7.4621 6.79594 6.70922 6.45983 6.9668 6.39504 6.17659 6.17095 6.16973 6.13363 8.15482 7.06683 6.01076 9.41388 7.75446 5.96302 5.94969 6.86963 8.63045 5.75507 5.44467 9.85354 7.83915 7.80019 7.3488 7.17287 5.8122 5.06853 5.02403
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decision_type=2 10 8 8 2 10 2 2 2 10 8 8 8 10 8 2 10 10 2 10 10 2 10 10 2 8 8 10 10 2 2 8 2 2 2 2 2 2 10 8 8 2 10 10 2 10 10 2 2 8 10 2 2 10 10 8 2 8 10 10 2 2 10 2 2 8 10 10 8 8 10 10 10 8 8 10 2 8 8 2 8 2 2 2 2 2 8 10 10 2 2 2 2 2 8 10 10 8 2 2 8 2 8 8 10 8 10 2 8 2 10
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right_child=1 -3 10 5 8 7 -8 9 32 -11 16 29 35 14 15 -17 17 -19 19 33 21 22 39 38 26 -27 -28 -29 34 -31 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 41 43 -44 44 49 47 -48 48 -50 -51 53 52 -54 -55 55 -57 58 -59 -60 60 -62 62 63 64 -66 -67 -68 -69 69 76 71 85 73 109 101 -77 80 94 79 -81 81 82 -84 97 -86 86 -88 -89 -90 -91 -92 93 -94 -95 95 -97 -98 -99 99 100 -102 -103 103 108 107 -107 -108 -109 -110 -111 -112
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leaf_count=290 111 1038 559 133 236 174 267 1102 97 247 17354 246 212 454 870 334 309 728 826 773 1630 596 152 620 1225 342 1631 550 673 1499 335 84 478 308 234 778 224 160 298 1143 327 1054 242 356 712 606 465 319 153 111 315 3681 343 520 1020 455 132 2380 1287 1579 4468 1334 826 233 216 459 67 312 170 592 3836 283 473 1071 1854 3459 1293 2482 248 670 241 3411 662 1235 595 102 752 798 734 160 383 4742 2827 7463 5451 550 306 2533 1264 386 886 93 403 53319 245 3908 1823 1357 23336 582 640
internal_value=0 0.000979119 0.00116713 0.00439993 0.00883533 0.00051443 0.0069716 -0.00332234 0.0111186 -0.00570257 0.000825701 -0.00164732 0.000912235 0.00424442 0.00813631 0.0121546 0.00133992 -0.00154137 -0.000402949 0.00197704 0.00190774 -0.00178672 0.00218916 0.00242377 0.00210387 0.00956084 0.00592736 0.00143002 -0.00105544 -0.00637828 -0.00164104 -0.0053187 0.0147241 0.00574246 0.00439057 -0.00377575 -0.00667514 0.00346215 0.0108067 -0.00283459 -9.62828e-05 -0.00175331 -0.00303487 0.0030049 0.00831563 -0.00361631 -0.00201282 0.00835943 0.0172998 0.00243442 -0.00411498 -0.00532782 -0.00785771 -0.000580159 0.00182451 0.00438129 -0.00254032 0.000104328 -0.00712163 6.80406e-05 -0.00415778 0.000552315 0.00471824 0.0102602 0.018843 0.0246067 0.0144173 -0.00236563 0.00014024 0.000850706 0.00213965 0.00343671 -9.19389e-05 -0.00374067 0.00418521 0.00297625 -6.59356e-05 -0.00182598 0.00293316 0.00852089 0.000978271 0.00429314 0.00528478 0.00189534 0.00817863 -0.00339144 -0.00752859 -0.00175829 0.00135164 0.00471315 -0.000270871 3.7739e-05 0.00304304 -0.00105147 -0.00345298 -0.00184406 -0.00713372 0.000231686 -0.000215934 -0.00457783 -0.000258271 0.00826672 -9.17695e-05 5.90367e-05 -0.00346033 0.00412921 -0.00710351 0.0011441 -0.000176434 -0.00774608 -0.00713983
internal_weight=0 2932.2 2863.52 263.769 118.053 145.716 51.6935 94.0228 104.13 83.6387 2599.75 444.254 292.788 171.618 96.3002 71.4559 2155.5 352.424 324.226 221.921 1803.07 218.387 134.231 1584.69 1536.8 51.2556 220.215 1316.58 75.3181 151.465 31.4959 102.305 71.5512 117.376 42.3245 121.17 86.9918 34.1783 47.8889 82.9754 10035.5 897.909 709.839 188.07 88.6221 685.69 99.4477 21.9915 9.71489 61.4387 663.699 490.901 249.142 172.798 134.568 108.187 241.759 158.603 83.1554 9137.61 145.321 75.9313 52.7602 31.784 17.132 14.0282 36.7309 104.545 8992.29 3292.73 1363.7 859.494 504.203 175.11 777.584 611.365 1929.04 715.912 180.634 79.239 1213.12 261.35 246.029 329.093 61.8441 81.9094 54.6328 101.395 79.6026 27.2766 5699.55 951.775 249.086 702.688 535.278 381.449 153.83 267.249 5677.86 148.613 86.5729 166.219 5529.24 5300.4 228.846 282.098 125.154 103.692 5018.3 95.5074 93.485
internal_count=200910 40049 39011 3180 922 2258 735 1523 811 1349 35831 6243 4498 3124 1658 1204 29588 3980 3252 2219 25608 3863 2233 21745 20760 938 2856 17904 1466 1745 468 1033 575 1081 907 1374 1002 372 985 1295 160861 14478 11780 2698 1179 11538 1519 1078 472 823 10460 8150 4024 2310 1790 1475 4126 2707 1419 146383 9115 4647 3068 1734 908 692 687 1138 137268 49668 17932 10539 7393 2860 9242 7295 31736 11097 2308 918 20639 4314 4073 4533 765 1297 854 1390 1207 443 87600 16325 4120 12205 8789 6001 2788 3768 87217 2536 1272 1947 84681 80966 3715 4311 2113 1602 76655 1653 949
is_linear=0
shrinkage=0.0227381


Tree=653
num_leaves=112
num_cat=0
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split_gain=5.22303 7.09942 6.72245 10.9122 8.61383 8.27193 7.70415 10.0949 6.95248 6.80128 8.49283 6.94339 6.91939 6.7852 6.613 6.74698 6.52859 6.38691 6.35882 8.53129 10.5571 8.46098 9.19708 8.60021 9.13299 7.84895 8.45658 10.6239 7.97166 7.44655 9.97531 9.24966 7.33216 7.19991 9.4791 8.6595 9.82354 7.45868 9.15313 8.10789 7.29003 9.15558 7.35743 7.26236 7.8693 7.14778 7.0172 7.0417 6.97069 6.95205 6.72121 6.64714 7.38023 6.44601 9.62697 6.6594 6.88717 6.3972 9.86665 6.39025 8.1303 9.0758 7.23134 8.43624 6.22037 6.20867 9.37679 8.28848 11.1702 9.57897 8.58202 7.8581 9.92164 9.0401 8.38349 8.38069 7.76534 7.81671 8.67573 7.59182 8.91505 7.36192 7.20668 8.15225 7.78719 7.18496 7.17393 7.02887 6.86898 6.51652 8.20058 7.00209 6.46065 6.80476 6.35768 6.20709 6.62035 6.19914 6.99181 6.92711 6.1798 7.73373 6.13539 6.12621 6.0691 6.04289 6.03971 6.01156 6.00655 8.61665 8.24199
threshold=0.93285472043821549 0.071756012737751021 0.035272009670734412 0.017320500000000003 -4051.4999999999995 0.10915009932778864 -1172.4999999999998 0.0086639113724231737 0.073000000000000009 -0.019974200986325737 -0.041346594691276543 0.20320000000000002 0.0025255924556404357 1165.84875374432 -436.26136363636357 0.05451330362471999 0.16092142645443167 -0.041464110836386674 1.5000000000000002 0.47851398490756558 0.96657703178867471 0.020205796696245674 0.0068055687006562957 93.500000000000014 -0.039410781115293496 10.500000000000002 0.055831576510679812 0.0076500000000000014 2.5000000000000004 0.095750000000000016 0.0072883937973529109 5850.069375 -0.027402491308748719 606.50000000000011 0.2635375574325986 1.5000000000000002 -0.021556439809501168 0.02068330999463797 284328.00000000006 -2158.4999999999995 -0.023977621458470818 -22423.499999999996 0.6100314465408806 0.029544816352427009 687.21505607251686 -16075.499999999998 0.025778000000000002 0.066429216880350972 0.032209977507591254 0.90818362469493696 0.014174802694469692 199116.00000000003 0.015215525403618814 52.500000000000007 74.500000000000014 1.0000000180025095e-35 917.50000000000011 0.047477675522732979 0.0096341576427221316 0.0049182993825525054 14.500000000000002 0.016500101424753669 3.5000000000000004 0.013775784056633713 0.0073738431092351684 6.5000000000000009 0.03594492934644223 0.051450000000000003 2.7777492001228707 0.074350000000000013 9.5000000000000018 -794.93749999999989 0.046413384377956397 -4548.4999999999991 2250.0450000000005 75025.258125000008 0.061150000000000003 -939.49999999999989 -988.45299145299134 0.084523809523809543 -0.021508119069039818 343782.37500000006 0.066700000000000009 903.51643663962693 0.15515000000000004 -0.0037590770516544576 -853.88311688311671 0.46273738690170901 -0.0099309165962040407 0.096100000000000019 0.060850000000000008 0.019150000000000004 0.11859416110022301 -0.0016155916964635251 0.018717500000000001 -135.49999999999997 0.01005226466804743 0.45472227587575031 -867.49999999999989 1041.8020685331674 -4640.4999999999991 962.81521615218878 0.21240601503759401 0.50685000000000013 0.01598939020186663 0.24074271079590229 -4788.4999999999991 0.13318589920051935 0.024381938390433792 0.18350168350168353 0.47150120043274074
decision_type=10 2 2 2 2 8 2 2 10 2 2 8 2 10 10 10 10 2 2 2 10 2 2 8 2 2 8 8 2 10 2 10 2 10 10 8 2 2 2 10 2 2 8 2 8 2 2 10 2 8 2 2 2 2 8 10 10 2 2 2 8 2 10 2 2 2 2 10 2 10 8 10 2 2 10 8 10 10 8 10 2 8 8 10 10 2 10 2 2 10 10 10 8 2 2 10 2 10 10 10 2 8 10 10 2 2 2 10 2 8 2
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Tree=656
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split_gain=6.53046 7.9256 12.0881 10.8514 12.5855 9.7726 10.139 8.276 7.64073 10.1006 8.22774 8.56288 10.1507 12.0857 9.26622 8.85074 8.14168 8.79719 8.15615 8.12316 8.67303 8.30321 7.89817 7.75173 7.44661 7.39015 7.2055 7.08217 7.18409 7.14184 7.04944 6.96168 9.25934 6.86639 7.43693 6.63171 6.63102 6.61946 6.50812 7.00578 6.75442 6.70374 6.45857 6.31485 6.25225 6.22196 6.14991 6.08541 6.06391 6.05311 7.16923 6.03133 6.00617 5.9449 5.91324 5.89283 9.11144 9.57129 8.97207 9.93628 10.0514 9.26757 8.1102 8.04622 10.3841 8.54461 9.77878 8.71666 8.3373 7.37989 7.29416 7.17601 7.14905 8.68611 6.95728 6.83183 6.82065 9.47025 7.56282 10.0325 7.45346 9.508 7.12026 7.06352 6.81677 6.64939 6.63533 6.55286 6.53277 11.2407 6.78454 6.59169 6.50663 6.44745 8.83782 8.27717 6.9084 6.31581 6.30625 6.30236 8.10214 6.47819 6.24611 6.20727 6.20248 6.56483 6.57429 6.16802 6.07618 6.2322 6.04012
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decision_type=2 8 8 10 8 10 2 8 10 8 2 10 8 8 2 2 2 2 2 2 8 10 10 10 10 2 10 2 10 2 8 2 8 10 10 2 2 2 8 8 2 10 8 10 2 10 8 8 2 8 2 2 8 2 10 10 8 2 2 10 10 2 2 2 2 8 2 2 8 2 2 2 8 10 8 10 8 10 2 10 10 8 10 2 2 10 10 10 10 10 8 10 2 2 2 10 8 2 10 8 10 2 10 8 10 8 2 8 2 2 2
left_child=55 2 5 37 33 25 7 -7 10 30 11 12 15 14 -14 -4 44 54 -19 46 48 53 36 -17 26 31 35 28 -6 -30 -10 32 52 34 -5 -8 -11 -3 39 -29 41 -41 -15 -37 -13 -38 -12 -46 -21 50 -40 -23 -2 -22 -18 56 58 110 62 60 61 74 107 69 72 67 -67 108 -69 76 97 98 73 99 -60 -71 82 -78 79 83 81 -80 -57 -79 103 -82 104 -61 93 91 -91 -90 -59 -74 95 -95 -96 -63 -64 -65 -101 -102 -62 -84 -77 -106 -107 -1 -66 -110 -58
right_child=1 3 8 4 27 6 24 -9 9 22 19 16 13 42 -16 23 17 18 -20 20 21 51 -24 -25 -26 -27 -28 38 29 -31 -32 -33 -34 -35 -36 43 45 -39 49 40 -42 -43 -44 -45 47 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 63 57 92 59 87 102 70 71 64 65 66 -68 68 -70 75 -72 -73 88 -75 -76 86 77 78 80 -81 85 -83 84 -85 -86 -87 -88 -89 89 90 -92 -93 -94 94 96 -97 -98 -99 -100 100 101 -103 -104 -105 105 106 -108 -109 109 -111 -112
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leaf_count=78 88 1040 739 529 2550 299 984 723 342 314 196 64 2100 174 1045 3105 230 32423 813 106 113 280 201 6315 338 915 622 640 276 213 582 4406 578 288 110 260 186 722 645 1220 3889 466 1262 102 1620 1027 362 127 313 14682 372 376 283 2912 1383 471 1637 7798 1646 692 183 696 193 201 58 562 171 795 402 409 2184 518 39697 231 735 519 3637 320 1279 517 802 7875 571 2624 824 3363 331 303 3099 510 250 152 144 1860 283 931 306 263 248 1653 333 117 225 2542 2208 172 4210 1151 1462 164 385
internal_value=0 0.000600806 0.00109052 -0.00102695 -0.000434279 -0.00241283 0.00143032 -0.0059072 0.00154024 0.00607122 0.0012871 0.0016332 0.00027434 -0.00257803 -0.00531645 0.00162559 0.00270428 0.00304505 0.00340813 -0.00237672 -0.00401504 -0.00550697 0.00955396 0.00216193 0.00483323 -0.00528201 0.00720853 -0.00096702 -0.00584789 0.00358654 -0.00187899 -0.00683025 0.00149979 0.0103519 0.014576 0.00278091 0.0118447 -0.00902632 -0.000265103 -0.00342068 -0.00470273 0.00105853 0.00253477 0.0112932 -0.00435475 0.0141996 0.00600426 -0.00639747 0.00716947 0.000852692 0.00848532 0.00388606 0.0130033 -0.00742918 -0.00442495 -0.000442301 -0.00182629 -0.00416606 -0.000300889 0.00104325 -0.000440062 -0.00122474 -0.00452372 -0.000161898 0.000494381 0.00473982 -0.00321958 0.00666148 0.00106623 -0.00112956 -0.00391907 0.0010287 0.000170107 0.0040459 0.00243388 -0.00319439 -0.000429263 -0.0010316 -0.000322583 -0.00361593 0.000508137 -0.000997178 0.00249943 -0.00481688 0.00372215 0.0027318 -0.0036613 0.00658891 -9.19004e-05 -0.00623038 0.00877677 -0.0100835 -0.00591576 6.90522e-05 0.0034815 0.00125339 0.0114698 0.00124954 0.00736775 0.00541801 0.00659174 -0.00112209 0.0125114 0.00179086 -0.00422643 -0.00349898 -0.00589867 -0.00828615 0.0103042 0.0114618 0.00119154
internal_weight=0 5119.82 3937.92 1181.9 1108.81 443.725 191.512 58.6717 3494.2 174.43 3319.77 3037.59 1343.69 429.417 279.418 914.27 1693.91 1620.56 1549.91 282.176 239.784 215.414 120.089 868.842 132.84 252.213 110.357 1064.09 125.859 27.5497 54.3412 216.676 39.8231 44.7282 33.9043 77.678 102.314 73.085 938.227 240.781 218.659 69.8855 149.998 22.119 73.3414 85.4836 42.3929 69.3443 24.3693 697.446 41.3324 35.1014 13.0562 180.313 70.6573 7848.82 1314.32 512.822 801.495 612.885 489.795 469.156 188.609 6534.5 3896.24 268.173 51.0241 217.149 90.0106 2638.27 269.832 78.7055 3628.07 221.868 199.324 660.412 1977.85 1645.08 1414.84 279.188 1135.65 680.036 332.77 261.967 294.519 455.613 637.843 123.091 3406.2 78.7455 13.8426 64.9029 385.899 3327.45 255.071 207.221 47.8501 91.1277 37.804 205.042 189.569 50.193 20.6385 233.732 603.88 565.011 282.476 109.904 127.139 121.057 126.923
internal_count=200940 95950 68308 27642 25880 9598 3328 1022 58710 2652 56058 51400 14740 4581 3145 10159 36660 34849 33236 4658 4100 3681 1728 9420 2306 6270 1968 24953 3039 489 924 5355 949 927 639 1346 1527 1762 21914 6215 5575 1686 1436 362 1811 1213 558 1747 419 15699 1017 656 371 3025 1613 104990 19079 9964 9115 6927 5932 5524 2188 85911 53237 3614 733 2881 1197 32674 3143 959 49623 2535 2381 7849 24825 20417 16780 3461 13319 9154 4408 2944 3937 4165 7440 995 47088 4011 760 3251 7942 43077 3380 2791 589 959 441 2304 2103 450 408 3113 7109 6590 4382 1229 1684 1626 2022
is_linear=0
shrinkage=0.0227381


Tree=657
num_leaves=112
num_cat=0
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split_gain=6.40964 8.35034 8.79237 8.09902 8.9892 7.97296 8.16947 7.58357 7.79309 7.52506 7.35642 8.16942 8.2743 6.73288 7.8579 6.66601 5.99347 5.90099 5.71214 5.48579 5.4387 5.33783 7.58151 8.12117 8.5903 6.0648 7.35634 6.25442 5.90921 5.50497 8.58425 10.0046 9.26618 7.62943 6.97799 8.01983 7.52405 9.81689 8.34883 7.42834 9.47008 9.34341 7.64912 8.614 6.618 6.27335 6.02524 5.46388 7.82055 8.07581 10.3346 7.71278 9.75216 7.41919 7.38708 7.36379 6.75408 6.69168 7.43598 9.05529 8.76744 9.45114 8.02863 7.11215 6.77183 6.51718 6.09356 5.98686 5.84119 5.74623 5.36572 5.33471 5.32901 5.30855 5.30154 5.29868 5.29714 5.19457 5.1737 5.08973 5.04481 5.03725 5.33049 4.94889 4.9129 6.67943 5.19716 4.83977 6.77579 5.10235 5.09708 4.83315 4.74362 4.65989 4.61521 4.58383 4.54386 4.54303 4.52382 4.44239 4.44003 4.96509 4.70646 4.39197 4.22862 4.15802 4.12533 4.12209 4.08188 4.02325 3.78559
threshold=4.5000000000000009 0.0011893034097738566 84060.375000000015 -1845.4999999999998 -2721.4999999999995 16.005681818181824 0.022349948063492778 0.068056522413324036 0.022218177095055584 -9089.4999999999982 1.8357289527720742 -2682.4999999999995 0.0087227178737521189 0.00023457640054402876 118.50000000000001 9.5000000000000018 0.010733282193541529 0.14727065712213519 9.5000000000000018 0.76540000000000019 5.1540041067761821 10112142.172500001 3825054.0000000005 1691.5000000000002 -0.02001860365271568 0.073229799892355937 -0.0047732919920235864 0.023120115511119369 1246.5000000000002 0.087172646562051398 261450.00000000003 -0.0033824432175606485 0.93807989055959951 63024.750000000007 24.93527440301634 0.31698564593301443 0.76855000000000018 0.0084604942239820975 -0.0020012082532048221 -0.0042286093812435857 0.67196592410251355 3.5000000000000004 -1257.4999999999998 -1199.4999999999998 -2143.4999999999995 0.0021061903098598127 0.015530955046415331 11.368993135011443 -0.0051964060403406611 -0.014883840922266243 0.062680240720510497 0.028778343831596668 83325.000000000015 0.025786403566598896 95.500000000000014 -120.49999999999999 0.029385545291006569 0.42710000000000009 0.0091041275300085562 1.5000000000000002 10.500000000000002 0.0014722147607244553 -0.020432732999324795 0.29088420998057213 0.19125081347581843 -0.094436675310134874 -0.01260935142636299 -0.03976673632860183 0.87426097566636829 6.5000000000000009 0.70368221889815008 0.011035900097340347 10.500000000000002 0.23808266329813696 0.70303646756304206 0.13359580052493442 0.015544045716524126 0.26945000000000002 -0.023119044490158554 0.076529323298344887 4.5000000000000009 0.010806494392454626 -0.002861430984921753 -0.016064549796283242 -1916.4999999999998 30856.063500000004 5.5000000000000009 0.027280869672856707 19531.312500000004 0.051054635968842056 10.286607142857145 -0.0046020301524549714 32.579473684210534 0.14965000000000003 1645.5000000000002 0.20829356368503141 0.011138467118144037 0.077050000000000021 342920.25000000006 0.012104640249162914 15.003731343283585 0.0046047149226069459 0.098250000000000018 -0.023843810893595215 0.025428592227399353 1.5000000000000002 6.4599589322381936 0.014209636303980214 0.15547299385070804 0.014212973881512882 393.33117937261915
decision_type=2 2 10 2 8 10 2 8 2 2 2 10 2 2 10 10 2 2 8 8 2 10 10 8 2 10 2 2 10 8 2 2 10 8 8 8 10 2 2 2 10 8 10 10 10 2 2 8 2 2 2 8 10 2 10 2 2 10 2 8 2 2 2 10 8 2 2 2 10 10 8 2 2 8 8 8 2 10 2 10 2 2 2 2 10 10 2 10 8 10 10 2 10 8 10 2 2 8 8 2 8 2 10 2 2 10 2 10 2 2 10
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Tree=660
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split_gain=4.41243 5.50334 7.11641 7.83709 5.20695 4.80931 6.05207 5.91855 5.46639 4.47715 7.97782 7.82735 9.58184 8.34516 6.55157 6.53233 6.14577 7.96699 6.63232 7.04004 6.0664 7.03307 8.06522 8.55257 11.084 7.23727 6.10018 6.01881 10.1111 5.92836 9.39439 9.82337 9.10017 6.80298 7.14441 10.6264 6.53507 6.45986 6.11145 5.98322 5.82112 5.70922 5.6324 4.68276 4.60664 4.35572 5.31044 4.33313 3.93214 3.55012 3.53534 3.50568 3.37158 3.24369 3.11479 3.0875 3.0849 3.06006 2.74949 2.73408 2.73157 2.61652 2.58145 2.49108 2.48793 2.22353 2.04564 2.01288 1.96135 1.94543 1.88248 1.67058 1.30973 1.30152 1.03381 0.895008 0.845101 0.653352 0.628828 0.310118 0.308277
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decision_type=10 10 2 10 8 2 10 8 10 10 10 2 2 2 10 10 10 2 2 2 10 2 10 10 2 10 2 2 2 2 2 2 10 8 2 10 2 2 10 10 2 8 10 2 8 2 8 2 8 2 8 10 10 8 2 2 10 2 8 10 8 2 10 10 10 8 2 10 8 2 10 10 8 8 10 8 10 10 8 8 10
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leaf_weight=22.192334168124944 3.2626587713602913 9.7770433914847654 5.6364399627782467 4.5462860143743482 12.500056485645478 5.5805239160545144 5.3125121025368571 6.8311147540807742 3.8077386501245183 10.188205875456331 3.7023614337667849 7.4652847889810792 15.091901585459711 8.9452136196196061 9.2302391869015974 8.6316785626113397 1926.2518972423859 104.30468222592026 23.075889390893281 65.165136531926692 269.02219996601343 10.317643140442668 5.9609983805567008 993.76214244309813 226.50058275461197 322.79741512145847 19.847366149537269 53.466852219309658 30.534327598754317 259.59777749795467 1.2601383849978471 164.62587551446632 42.469490812160075 7300.9358529222663 157.97402623295784 53.062873899936676 37.388734430074692 32.250051008537412 7.202550275251272 231.19357576966286 21.863613583147526 71.935043876990676 11.400029744952915 10.83716654777527 40.825170270167291 7.7769693643786022 6.5049217008054256 4.9693739018402967 4.4127829335629931 7.6492961952462784 10.283309793099763 5.7056746762245885 2.9035624982789079 1.3407971342094267 38.713899591472 4.0445613432675591 8.9937166133895499 5.3309195619076482 7.7014616965316245 24.02811816893518 6.5278540132567286 33.967523276107393 5.6969629861414433 6.2697484609670937 11.592074930667875 18.535017430316657 6.7771856151521188 7.6103019965812564 2.8872372391633698 8.3589691612869483 6.2045961921103299 10.505257822107522 5.5313980644568792 3.2579533550888327 2.9650480756536126 5.5659480574540776 23.662648794706914 17.354747166857127 3.2151628178544351 29.592951346188784 3.9386844756081691
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internal_value=0 6.17109e-05 0.00631617 0.0118586 0.0169329 -0.00472496 -0.00752918 0.0033427 -0.0104133 2.64699e-05 -0.000855865 -0.000681787 0.00708848 -0.000897411 0.000230449 -0.00562828 -0.000663536 -0.00432949 -0.000280362 -0.000524125 0.000285573 0.00140965 0.00104324 0.0013191 0.00383788 0.000352331 0.00644474 0.00798879 0.0109019 1.61339e-05 0.00320311 0.00445824 0.00666575 -9.87688e-05 0.00242592 0.00451345 -0.000964405 -0.00370273 -0.000270912 -0.000223678 -0.00062283 -0.00958299 -0.000505018 -0.00130296 0.0064774 -0.00774069 -0.0107178 -0.0022814 0.0203331 0.000552328 -0.00892221 -0.00686089 -0.0133025 -0.00912576 -0.00941936 -0.010818 0.0158057 -0.0110896 0.00598002 -0.0091549 -0.0133851 -0.0158757 0.00274755 0.00287931 0.00436004 -0.0115693 0.00466353 0.0102835 0.00626622 -0.00232482 -0.000494063 -0.00819828 0.0236279 -0.0130409 -0.0021235 -0.00209312 -0.0149042 -0.0144691 -0.00750301 -0.0160377 -0.0155865
internal_weight=0 12907.2 63.7309 36.7676 26.9905 91.7426 68.5055 23.2371 56.4158 12843.4 2406.47 2374.17 56.7031 2317.47 10437 89.1813 2260.89 205.569 2055.32 1991.42 10347.8 1993.73 1868.16 1812.08 495.523 1316.56 125.566 115.249 84.0012 8354.06 282.674 261.538 207.095 8071.38 508.023 312.661 195.363 54.4424 7563.36 7532.13 126.168 79.4003 31.2474 32.6174 63.9011 80.5496 57.4219 26.9634 22.4442 23.1277 56.5811 56.0775 46.3383 21.136 44.4196 32.2983 24.0856 47.6358 15.4784 31.2307 48.1917 36.8711 11.658 10.0775 22.4292 19.8758 12.0897 14.4414 10.8217 18.6423 9.46725 16.1417 18.0315 28.2537 5.85229 12.0938 28.9936 24.5514 8.79569 36.0979 21.2934
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is_linear=0
shrinkage=0.0227381


Tree=661
num_leaves=112
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split_gain=5.1987 7.49554 11.5261 11.1781 8.30773 10.4891 8.23004 7.71275 8.43341 9.33127 8.64582 7.6194 7.64875 6.94484 6.81111 8.96877 6.66659 9.86169 6.64687 6.88866 7.55849 7.64565 7.58313 6.60423 6.55637 6.49574 6.35831 10.3905 8.56118 7.3645 6.60963 6.40168 6.09509 6.87125 5.76702 5.74243 7.86595 5.69315 5.67554 6.9771 11.2297 8.76024 7.04491 6.1826 9.08801 6.06747 8.90847 5.62912 5.58209 8.45533 9.1496 8.03165 7.21581 7.09186 8.13458 8.23244 7.03196 6.75503 5.5785 9.12328 11.0038 8.60903 11.3757 11.1493 15.8378 8.27702 8.61527 8.27073 7.42304 7.18584 11.9029 9.97219 7.30166 7.60269 7.14424 7.6366 7.97792 7.09281 6.77574 6.55398 6.53287 6.33688 6.18482 8.00866 7.65531 7.50753 7.16429 9.29248 6.58195 6.54462 6.52477 6.03263 5.97104 7.35182 5.94663 5.92624 5.80452 5.78962 5.72055 6.43314 5.70761 8.50697 7.67088 7.19397 6.67177 6.38219 6.35765 5.4129 5.39969 7.0245 6.2316
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Tree=664
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split_gain=6.24455 6.59181 8.27271 10.6167 10.0727 7.218 6.67573 7.27923 6.64435 7.40699 5.95418 5.74164 9.27506 8.30693 7.52878 7.19646 5.63342 9.32641 9.24377 12.1446 9.72621 11.0497 11.4673 9.66604 9.02385 13.1918 8.8209 12.8813 8.80376 9.3724 8.56939 8.89002 8.48977 10.7817 8.61212 8.32135 10.5091 9.21125 8.23868 8.37786 8.14302 8.77249 8.26448 8.11851 8.08778 8.0395 7.99925 7.99782 7.96406 7.91308 8.0788 7.89185 9.4083 9.67943 10.9913 8.75098 8.63241 7.89333 7.69045 7.53018 11.2728 7.51304 7.50961 8.1373 8.43935 7.91179 7.48902 8.07051 7.35621 8.70526 7.44083 7.33827 11.0162 7.32 7.30874 7.24455 7.08319 6.96515 6.92263 6.80376 6.87493 6.79858 6.7954 8.51374 7.07933 6.80512 6.8137 9.28369 8.83558 8.26785 8.52005 7.703 7.69925 12.6816 7.60921 7.58452 9.04715 7.22995 6.99537 6.69435 9.283 6.64848 6.59079 6.48232 6.43977 6.36443 7.20921 6.70187 6.25545 6.24971 6.19847
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decision_type=10 10 2 10 2 2 10 10 2 2 10 10 10 2 2 8 2 8 2 10 8 10 2 2 10 2 10 2 8 8 2 10 10 2 10 8 8 2 2 2 2 2 10 8 10 2 2 10 10 2 10 10 2 2 10 2 10 8 10 2 8 8 2 10 8 2 10 10 10 8 2 2 2 10 8 10 2 2 8 8 2 8 2 2 10 10 2 10 8 2 10 2 2 2 2 10 10 10 2 2 2 8 10 10 2 10 10 2 10 8 8
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right_child=1 2 4 -5 8 -7 7 10 -10 -11 -12 12 -14 -15 -16 -17 82 18 20 23 21 58 75 59 25 28 38 103 29 40 61 -33 33 34 -36 36 44 108 -40 -41 42 -43 -44 -45 -46 -47 -48 48 -50 105 -52 62 53 54 -56 56 -58 -59 79 60 101 71 68 65 -66 -67 -68 -69 70 -71 -72 74 -74 -75 -76 -77 -78 81 -80 80 -82 -83 85 -85 -86 110 89 97 91 90 -92 94 95 -95 -96 96 -98 -99 -100 100 -102 -103 -104 -105 -106 106 -108 -109 -110 -111 -112
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leaf_count=4425 222 603 2096 483 791 14622 67 91 587 295 269 156 1535 3351 523 1144 2177 2316 3044 216 21572 389 385 382 452 195 7861 513 1309 847 320 249 508 238 380 492 2803 373 277 1636 4734 1378 2614 2540 3403 232 113 1403 1158 700 212 468 346 1666 6787 10794 1500 913 279 149 519 10163 1900 883 1810 2591 3149 296 132 9384 1476 8165 1363 1174 2369 258 836 108 776 481 2353 786 513 505 288 496 473 559 122 2348 1145 1109 99 578 289 463 562 152 4417 862 1377 107 635 129 1832 454 1253 198 75 203 7164
internal_value=0 -0.00141177 0.00153729 0.00891348 -0.000315162 -0.00220478 0.000368178 0.0110116 0.00446186 0.00804148 0.0170601 -0.00046453 0.00460408 -0.00202654 0.0112205 -0.00765775 0.000174067 -6.79012e-05 -0.000815604 0.00148527 -0.00127662 -7.00412e-05 0.000558817 0.00273034 0.000620552 -0.000641529 -0.002716 0.00460555 0.0011441 0.00257926 -0.00238973 -0.00680453 0.00137724 0.00683649 0.0102509 0.00178818 0.000543384 0.00773553 -0.00342622 -0.00379649 0.00445335 -0.00122573 0.00604525 -0.00277988 -0.00102803 -0.000154816 0.0131404 -0.00115445 -0.00466751 -0.00202256 0.0062751 0.00110987 0.00195832 0.00412186 0.00515126 0.000785189 -0.0008288 0.00299874 -0.00507866 0.011321 0.0157788 -0.00186184 -0.000533594 -0.00365483 0.00106283 -0.00673525 0.00127955 0.00734455 0.000702198 -0.000374692 0.00555598 -0.00256264 -0.000982263 0.00365316 -0.00425145 0.00844658 0.0074598 0.0134155 -0.00288948 -0.00693498 -0.00868387 0.0162667 0.00121906 -0.00296103 -0.0052844 0.00160266 0.000576285 0.00407689 0.00656668 -0.000221105 0.0027503 0.00934285 -0.00160035 -0.0033307 0.0108778 0.00159584 0.00659207 -0.00379176 -0.00470686 9.20936e-05 0.0046411 0.020573 -0.00040258 -0.00452358 -0.00141087 -0.00351949 -0.000826485 -0.0080971 0.0137017 0.00475363 0.00333406
internal_weight=0 1436.25 302.653 54.1725 248.481 1133.59 375.863 19.6463 114.455 76.4088 14.4319 356.217 79.9699 276.247 40.8211 83.2451 11507.4 9350.32 4481.53 744.876 3736.65 1797.43 1603.71 630.366 4868.79 1825.44 842.352 70.3156 983.084 677.591 1939.22 196.196 3043.36 132.223 100.952 577.427 485.249 92.1784 772.036 757.59 450.042 98.9639 351.078 656.352 401.376 43.2948 34.3882 227.549 131.621 305.492 42.4937 2911.13 1918.87 667.048 583.64 1251.82 727.066 524.755 193.716 52.9389 38.3738 1743.03 992.264 276.665 111.513 165.152 316.625 70.9852 715.599 592.154 123.445 1426.4 743.887 95.9278 682.517 81.3776 83.8731 79.4725 83.4076 165.083 143.196 64.8823 2157.04 176.452 144.988 1980.59 1250.67 225.471 172.357 1025.19 322.296 130.38 702.898 455.785 121.303 247.112 88.9886 53.1137 403.836 1522.33 142.24 31.6434 1380.09 35.9274 158.124 262.999 171.977 91.0216 48.8836 28.6331 729.926
internal_count=200962 26835 4855 1086 3769 21980 7358 427 1673 1086 360 6931 2214 4717 679 1366 174127 148836 69815 11903 57912 28794 25089 9587 79021 31150 13521 1207 17629 14617 29118 3293 47871 2020 1512 8430 7534 896 12314 12037 9573 2225 7348 10401 6206 448 565 5044 2561 3012 407 45851 27207 9575 8453 17632 12294 5338 3705 1157 775 25825 18644 5752 2278 3474 3765 616 12892 11284 1608 22060 11526 2483 10534 643 1328 1132 1122 3113 2834 894 25291 2970 2465 22321 14661 2744 2033 11917 3493 1520 8424 5468 1398 2956 1025 711 4890 24446 2239 626 22207 642 1931 2605 1707 898 448 592 7660
is_linear=0
shrinkage=0.0227381


Tree=665
num_leaves=87
num_cat=0
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split_gain=5.16567 4.93726 4.36397 8.74416 6.76703 9.60939 7.82802 6.66963 6.75545 6.43239 9.25288 9.36005 8.32639 8.25954 10.9402 8.14161 7.89415 7.56312 7.43268 7.87441 7.32001 7.01484 11.8565 9.22512 12.9721 10.4037 7.28093 9.18503 8.15358 7.92058 9.42209 6.72806 6.36315 6.18933 6.40378 6.09736 6.7011 6.06089 17.3952 10.6048 11.3707 9.70046 8.45037 9.47474 8.03823 9.59552 8.63393 8.1707 8.71243 8.05347 7.33255 6.67408 5.88654 5.72361 5.71343 5.60205 5.59128 5.32458 5.15415 5.11114 5.49891 4.96048 4.9339 4.52347 4.73719 4.45004 4.08155 3.93762 4.4717 3.66667 3.52441 3.47068 3.40422 3.26062 3.14358 3.04254 2.72454 2.53971 2.46326 2.2027 1.96519 1.29231 1.1737 1.08177 0.783158 0.659393
threshold=0.62410743454954465 563.41319444444446 0.50862068965517249 0.99999926049027266 13.500000000000002 10842.885 0.039750000000000008 -0.0041801964398473493 0.23904761904761906 0.52780200089176421 0.43167701863354041 -0.02687656786292791 530.50000000000011 -0.051743149757385247 0.052572186236502373 0.053592241092241096 1.0000000180025095e-35 4.5000000000000009 0.011953537352383138 5.5000000000000009 -900.49999999999989 -491.26785714285705 -1172.9499999999998 0.010184896644204857 0.015821671113371853 87548.250000000015 34.755646817248468 2.5000000000000004 0.245018771243351 0.019389310851693157 -1943.4999999999998 0.022272879257798198 675.8625011449725 6.794465398557298 -0.047104377299547188 508.21601720768621 9.1771241830065371 0.036156718924777544 0.063350000000000004 45.230663928815886 0.0031500000000000005 0.0047724386677145967 136784.25000000003 -0.021666185930371281 0.044565154301972096 7959.6225000000013 12091.477500000003 -0.028938289731740948 8.3943381180223309 75878.437500000015 0.55293939622117494 -0.0031097611645236607 9.9999128212731332 40.500000000000007 0.34454494064443192 0.0052068398799747237 6322.4775000000009 -0.0055771640036255113 11.967028985507248 16.500000000000004 13.500000000000002 0.5764828006263274 0.0028343157609924678 -86.499999999999986 0.016320955939590934 -0.047118891030549996 103982.06250000001 -0.0085120121948420984 -4157.4999999999991 0.99999810871637507 -0.0011021761456504462 2.5000000000000004 0.024093325249850753 557.13476824666941 0.027550000000000002 0.6667356682798703 0.12710000000000002 0.00021386193839134651 0.04415109459145479 60167.250000000007 1.0000000180025095e-35 0.87426097566636829 0.0072910636663436898 1180.4613443928336 2210.2573641304348 810518.56071428594
decision_type=2 10 10 10 10 10 8 2 8 10 10 2 10 2 2 10 2 10 2 8 2 10 8 2 2 10 2 10 2 2 2 2 8 2 2 8 10 8 10 2 8 2 10 2 10 8 8 2 10 10 10 2 2 8 10 2 8 2 10 2 10 10 2 8 2 2 8 2 2 10 2 10 2 8 8 8 8 2 2 10 10 8 2 10 8 10
left_child=1 2 9 4 37 7 63 8 -6 13 18 81 66 14 67 16 -14 73 19 20 53 22 33 24 -24 -25 27 28 -23 30 -28 -29 -31 34 -15 36 84 38 42 41 -41 -40 51 -44 47 46 -46 48 -39 -47 -49 -4 65 -11 57 62 -10 -8 -22 60 -21 -35 -37 64 -7 82 72 -1 -69 -57 -38 -68 -13 -16 -9 -2 -67 -19 -76 80 -54 -12 -5 -77 -20 -78
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internal_count=201065 7837 6824 5659 1324 1102 466 1165 1006 1013 660 473 478 193228 4335 4117 3689 530 428 192712 15929 12861 8012 5071 4849 1256 2941 2583 3068 2645 2354 2426 1986 358 1789 3593 440 176783 7662 1733 5929 2457 654 1803 1462 746 1205 594 3472 716 632 3336 2753 229 169121 7580 5917 1130 4787 983 4502 1663 161541 5476 5218 3472 620 3153 2769 856 583 156065 4604 3778 826 1746 598 1043 2773 151461 3979 147482 258 870 2610 295 384 285 386 416 440 3159 757 353 2908 224 516 214 455 636 475 211 528 218 251 897 300 597 184 327 207
is_linear=0
shrinkage=0.0227381


Tree=667
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split_gain=4.63879 7.57321 4.69785 5.55764 4.89623 4.36246 7.27452 7.14579 10.2251 7.01925 6.74058 8.79203 6.80963 7.15346 6.71027 6.88953 8.00697 6.87063 8.55139 6.61891 8.10749 8.77008 6.40528 6.14539 6.61506 6.13816 5.64668 5.3899 6.85874 6.41019 6.37336 5.2472 5.20406 7.61574 6.14648 5.60807 5.04279 4.96173 7.17368 7.84255 7.39866 9.76149 12.2499 8.89614 7.99535 10.2026 8.54586 7.38504 9.1423 8.98493 7.74985 9.65914 6.59572 8.86055 9.72558 8.57129 8.88259 8.2489 11.3455 15.76 8.91968 8.49727 8.20632 14.2522 8.52246 7.54256 7.44677 7.12248 11.4901 9.87254 7.44597 6.94763 9.7051 10.1546 6.77838 6.77123 7.90176 6.63103 6.42148 7.18817 6.39039 7.03543 6.31431 5.78576 5.38239 5.00258 5.11647 4.90498 4.811 4.32124 4.27812 4.27524 4.22477 4.17711 3.84913 3.80676 3.64443 3.56193 3.43331 3.41868 3.36656 3.34653 3.31598 3.28197 3.2078 4.34757 3.18548 2.91069 2.94049 2.89808 2.6112
threshold=1.0000000180025095e-35 -0.0076533178798854342 2.5000000000000004 0.064000000000000015 0.024751819670200351 1.0000000180025095e-35 4.63569533680674 1.0554019921780247 0.01135564921423793 0.031355706974864013 12885.777868089241 0.0098500000000000029 0.031042000000000004 36.500000000000007 inf 0.016050000000000005 -0.019834699109196659 -0.0043049149680882684 0.0048980647698044786 0.0062372959218919286 777.429020245885 514091.25000000006 285198.75000000006 -267.49999999999994 0.16929162293672564 -2085.4999999999995 -0.04961095564067363 1162.1685000000002 -854.49999999999989 -4504.4999999999991 0.58145057999279903 -0.017602601088583466 17.500000000000004 -0.023977621458470818 1.0000000180025095e-35 -3758.4999999999995 0.0074500000000000009 1.5000000000000002 -325.49999999999994 5.5000000000000009 2083644.0000000002 5691563.6400000006 -1845.4999999999998 748572.75000000012 -427.49999999999994 -0.014216671697795389 0.70423102100299817 1.0000000180025095e-35 1.0961420906076575 -0.0058987487573176614 0.0090977293439209479 0.0029000000000000002 0.075205475091934218 7.2507309941520477 157827.93750000003 0.089990475212624335 39.500000000000007 1.042619514913308 -0.0045575478579848996 -4673.4999999999991 0.52118469622902153 0.0023335333680734043 93.500000000000014 877630.50000000012 873796.50000000012 -0.016790428198873993 -7653.4999999999991 -0.011724898125976322 0.039211874827742584 -1900.4999999999998 0.070150000000000004 -0.010244765784591435 7.640825320512822 -0.049494668841361993 -288.49999999999994 3821676.4350000005 403443.00000000006 -2759.4999999999995 -0.02991944923996925 13.500000000000002 -0.027830277569591996 -199.96874999999997 39.500000000000007 0.070550000000000015 0.086200000000000013 -0.010972963180392979 -786.49999999999989 0.0038197509711608295 0.55566643644602842 8.1191420318428893 106222.50000000001 0.018152178265154365 -0.0091893086209893209 1.0700592488864862 0.03760486654937268 0.63195270372932499 0.011311499999999952 0.0096500000000000006 0.0057314266450703153 0.67543859649122817 0.97545000000000004 47.500000000000007 254.47727272727278 -770.49999999999989 503.8738929525943 0.0043556226883083591 0.22976904618037206 -0.0023920664098113771 -0.0051344458479434243 508.55000000000007 0.049018300186153302
decision_type=8 2 2 10 2 2 10 10 2 2 2 8 2 10 8 10 2 2 2 2 10 10 10 8 2 8 2 8 10 2 10 2 2 2 2 2 8 2 10 8 10 10 2 10 8 2 8 2 10 2 2 8 2 10 8 8 8 8 2 2 8 2 10 8 8 2 2 2 2 2 10 2 10 2 10 8 8 8 2 8 2 8 2 8 8 2 10 2 10 2 8 2 2 10 2 8 2 10 2 8 8 10 8 8 8 2 2 2 2 8 8
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leaf_count=260 760 93 94 470 135 193 257 80 99 125 130 407 105 128 419 440 1080 1831 1132 253 195 214 118 1162 81 1055 136 150 177 155 651 2559 102 135 94 165 2150 26704 156 385 600 233 258 1379 1577 4149 2858 437 1017 2568 293 2052 170 3632 16784 12126 3710 2778 6661 2808 11542 2830 618 412 6559 1152 34643 7899 793 4276 109 584 422 253 212 589 512 1323 412 2637 915 99 166 2044 2010 1004 233 104 207 131 846 111 604 71 94 949 323 158 205 367 574 100 72 89 175 111 163 130 131 74 114
internal_value=0 0.00481012 0.00854996 0.0115327 0.0157211 6.90531e-05 0.00124257 0.000969859 0.00553694 0.00969881 0.000398458 0.00175457 -0.00160464 -0.00722653 0.0025147 0.0059495 0.00976757 0.00105039 -0.00169765 -0.000389255 -0.00456404 0.00535789 0.00375475 0.00146067 0.0048881 0.0013145 -0.00223963 0.0115799 0.0138472 0.00304278 0.0184213 0.00358966 -7.99568e-05 0.0059727 0.00881289 0.0117016 -0.00148598 -0.000118697 0.000585751 -0.00124591 0.00115318 0.00631468 0.0124265 0.000877307 0.00139209 -0.00154923 0.00201026 -0.0018292 -0.00385131 -0.000377224 0.000535717 0.00247393 -0.000438298 -0.000877225 -0.00191141 -0.00358148 -0.00270272 -6.17047e-05 -0.00285239 0.00116612 0.000438672 -0.00278732 -0.000649287 0.00673536 -0.0010612 0.000551932 0.000987625 0.00127664 0.00186645 0.00239723 -0.00518851 -0.00166855 0.00302075 0.00926779 -0.00596398 -0.00211597 0.000221774 -0.00870607 -0.00292404 -0.00141129 -0.00254703 -0.00593322 -0.00286085 0.000294911 -0.00703472 0.000239334 -0.00287595 0.00676179 0.0176356 0.0109635 -0.0105595 -0.0058565 -0.00485145 -0.00630719 -0.0125802 -0.00741997 0.0147046 0.000215304 -0.00416045 -0.00766937 -0.0094856 -0.00755743 0.00769538 0.0111603 0.0147064 0.0188295 -0.00125872 0.0108158 0.0144252 0.00378086 -0.00273916
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is_linear=0
shrinkage=0.0227381


Tree=668
num_leaves=112
num_cat=0
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split_gain=5.06391 6.21244 6.37945 6.35031 6.23531 5.91947 5.90678 5.87367 5.72233 5.38776 8.5462 8.48228 8.40503 7.50508 9.25909 7.16765 9.48453 7.34699 6.86848 9.56677 10.4656 8.06892 11.7277 9.93573 6.85893 6.70673 6.5059 6.50871 6.48571 6.85466 6.40359 6.38228 6.18845 6.13158 8.58784 7.31351 7.18782 8.51735 7.53671 6.98225 6.94577 6.38533 9.12556 10.518 8.15324 6.8467 7.77826 6.72031 6.5771 6.27083 6.01504 5.66987 5.57747 8.92658 7.61763 5.53887 5.48282 6.05667 6.38605 5.29807 6.65741 8.16019 10.6699 6.5232 11.0032 6.4922 6.31832 8.1271 7.24262 7.19545 5.98619 5.72531 5.54267 5.23402 6.0673 6.80561 5.12488 5.07042 6.24331 4.96965 4.91486 9.67134 6.05721 5.81252 4.82194 4.74537 6.93533 8.08178 5.9116 7.52145 4.72562 4.60511 4.43739 4.43494 4.29326 4.30402 4.27972 4.24328 4.1717 4.36985 4.15913 4.14879 4.10874 4.08489 4.08099 4.04698 3.95048 3.66985 3.60711 5.09109 3.55558
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decision_type=10 10 2 10 10 2 10 10 10 2 8 2 8 2 10 2 2 10 2 2 8 2 10 8 8 2 2 2 2 10 2 8 8 10 2 10 10 10 10 2 10 8 2 2 10 2 8 8 2 8 8 10 2 2 8 10 10 10 2 8 8 2 2 10 8 2 10 10 10 10 2 2 2 10 10 2 2 10 2 8 10 10 2 8 2 8 10 10 8 2 2 8 2 10 2 2 2 2 2 8 2 2 10 2 2 2 10 2 8 10 2
left_child=9 2 7 4 6 -5 97 98 96 10 11 55 79 28 15 16 32 25 19 84 -21 22 -20 -23 -18 -17 27 107 91 77 56 -19 -15 41 35 36 37 -35 -38 93 102 42 45 44 -44 46 -29 -45 -47 -37 -32 52 53 -43 -54 90 57 -28 -59 66 61 62 -61 71 -65 -63 67 69 70 -52 -68 -62 -69 74 75 -7 -42 -30 -79 -12 81 -9 -82 -83 -16 86 87 -58 -87 -90 -1 -14 -84 101 -81 -96 -6 -3 99 -2 -92 -36 -41 -60 -88 -85 -102 -11 109 -99 -100
right_child=1 3 -4 5 8 73 -8 80 -10 26 12 -13 13 14 18 17 24 31 21 20 -22 23 -24 -25 -26 -27 30 33 29 -31 50 -33 -34 34 39 49 38 -39 -40 40 76 51 43 47 -46 48 -48 -49 -50 -51 59 -53 54 -55 -56 -57 85 58 103 60 63 65 -64 64 -66 -67 68 72 -70 -71 -72 -73 -74 -75 -76 -77 -78 78 -80 94 82 83 92 105 -86 88 104 -89 89 -91 100 -93 -94 -95 95 -97 -98 108 110 -101 106 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
leaf_value=0.0026816893664189608 -0.011967858981287346 0.0041995623002994429 -0.010846523115555331 -0.0087085428089164786 0.0066420934366485081 -0.00363486662527149 0.0063881074289838741 -0.0063235298862431132 0.011945538949532758 -0.012415818927503465 0.0070792233684784005 -0.0076280338133529581 0.01572385847262495 -0.0036632789380184982 0.0079237719030976154 -0.0055834865500852694 -7.7345519094815715e-05 -0.012521409389095543 0.012039048721031812 -0.0015944334025518108 0.018965377671744443 0.0067161930059227793 -0.00861882692326384 -0.0076737343320684862 0.017455198809905717 0.0016891762611685316 -0.0061170254903827482 0.013262537786110321 -0.0077993243385659555 -0.0087393148280098219 0.012613415277184358 0.0024472932609554145 0.0041460652603972636 0.0056160489518962452 -0.0067529161458500997 0.0048823541546511202 0.00073689907806420067 0.0011060153126983654 -0.011983301822677202 0.0042032687230262183 -0.0021858350721777383 -0.00078295981600175625 0.00397054986649833 -0.0005852942884699145 -0.0051329990260624075 0.0072423267077969386 -0.0066020320276773126 0.0067064914710317797 -0.0096053606769473995 -0.0087504026897355577 -0.0029219178877326183 0.011358046844595246 -0.0031611064809035699 -0.0038992846277796228 6.0021181848494189e-05 -0.0041320910549107045 0.0028683242411164647 -0.0043014799625129933 -0.00065078550116167539 0.0103881593163677 0.0052117314073721341 0.014589653166485816 -0.003102931534971719 -0.0073536839602024234 0.012163741986757137 0.0025001998355446554 0.0016435619891286926 0.014182477844323063 0.00715350672404677 0.0077220196458703478 -0.0072401373430051796 7.0997386619770959e-05 -0.0025754607838876314 -0.0063511081962995411 -0.001972820303006443 0.019948814457212409 0.014575912610389583 0.0050587783992867737 -0.0040474909352637492 0.0043818825413210636 -0.005153584015378878 0.0012237171738257442 0.014136851753295711 0.0048296777218166578 -0.0063601377210042269 -0.0068734242255117633 0.0074759602489137397 0.021774745852768913 0.016384630688004848 -0.0059433596444070994 0.0019307224945464474 -0.0036797065792844572 -0.0044964951275932637 0.0059250339489179404 0.0029341751779363317 -0.012574378276338491 -0.011579681320378406 -0.0085868497181059485 -0.0034560001398797864 0.0044109772912625279 0.022853311634064091 0.0039960680353908189 -0.0096241123889044596 0.017154444120342182 -0.0090463991584553184 0.026154964508717949 0.0020693105166268112 0.0047102208888517511 -0.012501924001624773 0.0076392879950564225 0.011172819391161727
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leaf_count=398 457 106 254 194 78 83 169 63 180 690 70 136 181 993 216 783 186 659 1041 218 767 505 245 689 321 4476 596 213 381 1247 185 325 1486 4345 1550 302 1158 18821 515 84 123 20362 1277 1341 1400 108 162 3385 1064 1704 2541 126 7765 14295 42361 107 135 241 106 568 2246 739 1757 524 1553 805 815 277 231 480 3122 33217 137 158 201 216 211 843 626 111 623 235 204 206 311 266 119 275 145 85 104 121 109 110 117 797 198 335 254 96 316 122 112 175 196 170 135 76 1896 156 149
internal_value=0 -0.00252107 0.000906837 -0.00489469 -0.00710813 0.00134379 -0.00879884 0.0024713 0.00313387 0.000109515 0.00142704 0.0081086 0.00095543 0.00139309 0.00227657 0.00097866 0.00385574 -0.000706427 0.00595287 0.0103981 0.0148177 0.00270625 0.00804096 -0.00192362 0.0123077 0.000370318 -5.82982e-05 -0.000432011 -0.00202862 -0.00303413 0.000746051 -0.0079131 0.00172099 -0.000384894 0.000609867 0.00113734 0.00142231 0.00173803 -0.00463612 -0.00309373 0.00330015 -0.000803085 0.00130806 0.00252598 -0.00161204 -0.004505 0.00473918 0.00490685 -0.00751702 -0.00543891 0.000522494 -0.00109365 -0.00114166 -0.00206263 -0.000474567 0.0106367 0.00494579 5.80622e-05 0.00578232 0.000445218 0.000816914 0.00448421 0.000724463 0.000489536 0.00735961 0.00932115 -0.00173338 0.000873401 -0.00424751 -0.00102496 -0.00543119 0.000303654 0.0095683 0.00524942 0.00878413 0.014719 0.00959619 -0.000528392 0.00136927 -0.0063289 0.00554764 0.0101318 0.000251464 0.014663 2.11604e-05 0.00820142 0.0115645 0.0150799 0.00108465 0.00842014 0.012597 0.00960428 0.00899936 -0.00500537 -0.00831549 -0.0103339 -0.00563921 -0.00989856 -0.00356961 -0.0081582 0.0163495 -0.00582853 -0.00404062 0.0119565 -0.00174683 0.0197732 0.0195703 -0.00987192 -0.0107902 -0.00196276 0.0036599
internal_weight=0 381.464 158.244 223.22 163.877 59.3423 141.699 145.648 22.1789 12587 1414.79 84.096 1330.7 1261.84 1005.18 750.947 273.281 477.666 254.232 99.3122 67.0676 154.92 69.038 85.882 46.8424 422.671 11172.2 7630.81 256.657 242.088 3541.41 54.995 226.439 7601.82 2248.73 1973.61 1898.1 1809.91 88.1836 275.126 61.8862 5353.08 643.993 536.46 196.942 107.533 25.2146 339.518 82.3185 75.5108 3371.6 4709.09 4698.79 1966.24 2732.55 74.857 169.804 71.3856 37.3294 3359.05 2874.07 226.592 133.056 2647.48 61.0021 93.5361 484.975 240.854 244.121 203.917 225.239 2586.48 36.9369 45.6967 36.625 21.562 31.8919 174.738 144.106 68.8595 96.9696 47.7698 49.1997 38.1906 32.2446 98.4186 63.1854 49.0814 35.2332 18.0743 67.2022 14.5689 16.6061 213.24 62.8185 55.5838 12.6648 134.923 48.6788 29.1031 44.7035 202.039 29.9943 22.163 14.104 24.733 34.0295 28.9927 128.795 23.9165 19.5756
internal_count=201019 6790 2820 3970 3118 852 2662 2566 456 194229 18911 1196 17715 16620 13221 9229 2986 6243 3992 1512 985 2480 1286 1194 507 5259 175318 123782 3399 3097 51536 984 2479 123016 29157 26845 24839 23166 1673 2312 530 93859 8950 7403 2677 1547 375 4726 1172 2006 49197 84909 84783 34657 50126 1060 2339 1118 522 49012 41409 3869 2325 37540 2077 1544 7603 3435 4168 3021 3937 35463 414 658 500 299 334 1850 1469 1095 1610 674 936 611 527 1221 725 410 496 230 953 302 313 1782 1025 914 276 2493 956 553 555 1672 196 281 315 376 451 766 2387 491 403
is_linear=0
shrinkage=0.0227381


Tree=669
num_leaves=112
num_cat=0
split_feature=221 195 153 210 128 197 179 213 14 135 185 93 151 227 41 161 93 14 7 202 170 204 135 161 135 138 157 16 41 220 209 214 80 179 213 122 132 12 150 128 202 221 197 119 210 202 41 228 207 220 127 130 127 121 69 136 93 161 27 230 207 16 165 124 157 211 7 135 142 51 57 80 197 128 7 213 231 119 204 136 206 207 7 228 206 153 150 221 142 195 17 6 215 121 151 119 135 6 161 135 208 230 6 215 220 230 8 207 39 170 60
split_gain=4.71373 7.26844 9.51869 8.36152 8.31894 8.26888 7.13725 6.71313 11.9301 9.08161 9.28267 8.78046 8.52351 8.26865 8.11459 9.71366 14.79 12.9193 11.6139 11.2851 10.3407 9.41203 7.53617 7.33818 9.71344 6.88605 6.87426 6.85701 6.58076 6.26416 6.07336 5.84093 7.5834 6.81893 6.92623 7.51934 8.36286 7.6316 11.9831 8.27444 7.05603 6.72692 9.67578 6.9242 6.56119 9.61051 10.1759 10.8131 10.394 10.3833 8.79942 8.68241 8.04061 8.28631 7.63803 7.49497 7.17107 7.63702 6.78977 8.71196 6.78017 6.23995 6.09524 5.83353 5.80902 8.88943 7.61352 8.43764 7.52262 7.17454 5.75914 6.8575 6.27227 7.50331 5.85466 5.70537 5.67415 5.63133 5.60993 5.59851 5.53041 5.47961 10.0022 16.007 8.9265 8.38742 10.341 9.7592 8.61462 8.16875 10.824 7.60088 7.03117 6.97575 6.91251 7.31618 8.78603 9.67106 8.45456 7.7107 7.06619 6.87646 7.17774 8.71117 8.81549 8.31192 8.93327 9.45827 7.10318 8.44074 8.09929
threshold=-0.015853041782975193 23.922577422577426 90002.250000000015 0.043606769293546684 44287.500000000007 1.0233607758649426 0.35268811304300823 0.016741942614316944 0.018119000000000003 0.34062573808749103 1918.7182588235294 -2132.4999999999995 2998.5000000000005 -0.016062191687524315 0.47315231611881597 0.17499272437926922 -399.49999999999994 0.020479500000000001 42900.750000000007 -0.086539875715970979 56.041666666666679 -0.014989949297159908 0.3659035751705032 0.46385988774407844 0.11047206835072129 5.5000000000000009 1.0000000180025095e-35 -1365.4999999999998 0.44985477748110575 -0.0046132185962051145 -0.037866361439228051 -0.025900438427925106 0.010050000000000002 1.1705349478103924 -0.04333680868148803 0.032256090733090992 0.14911406457619622 1.5000000000000002 -353.49999999999994 52927.650000000009 0.16454786062240603 0.0059183854609727868 0.96928917784973823 6.5000000000000009 0.029327657073736194 0.15612537413835528 0.5145945707321371 -0.0031040809117257591 -0.0087447739206254465 0.021988013759255413 3270.2772623099686 0.41704614933373091 18906.284845839698 0.2312743188389238 0.0021500000000000004 0.88963740553176562 -393.49999999999994 0.53138580544367375 3.5000000000000004 -0.012914850376546381 0.023357949219644073 -1308.4999999999998 0.36939571150097467 52.789869952087621 986074.6725000001 0.0070194511208683261 17169.750000000004 0.091922093439472163 -825.84523809523796 0.0074500000000000009 0.16415000000000005 0.068600000000000008 0.85856716640315378 35991.562500000007 25787.250000000004 -0.016643475741147992 0.0028490110998973255 2.5000000000000004 -0.043425628915429108 1.2515991923777761 -0.010617243591696022 -0.02183494437485933 19662.750000000004 0.0072878785431385049 0.029599032364785675 675002.25000000012 -565.49999999999989 0.013706510420888664 -157.87499999999997 20.278423772609823 -1988.4999999999998 942234.75000000012 0.018170427531003955 0.14411903920711702 -1647.4999999999998 1.5000000000000002 0.21810499961547122 180294.75000000003 0.30437802987778889 0.23592074832080775 0.0051014660857617864 0.0091449166648089903 659616.75000000012 0.049217740073800094 -0.0006488473736681043 0.0077005957718938598 675191.25000000012 -0.017037869431078431 0.71963332993597218 13.34848484848485 0.010650000000000001
decision_type=2 8 8 2 8 10 10 2 2 10 10 10 10 2 10 10 10 2 10 2 8 2 10 10 8 2 8 2 10 2 2 2 8 10 2 10 8 2 10 10 2 2 10 10 2 2 10 2 2 2 2 10 2 10 10 10 10 8 10 2 2 2 8 2 8 2 10 10 10 8 8 8 10 10 10 2 2 8 2 10 2 2 8 2 2 10 10 2 10 8 2 2 2 10 8 8 10 2 8 8 2 2 2 2 2 2 8 2 10 8 10
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Tree=672
num_leaves=112
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decision_type=2 8 2 2 2 2 8 10 8 2 8 2 8 8 8 2 2 8 2 2 2 10 10 10 2 2 2 2 10 10 2 8 10 8 8 10 10 2 2 2 10 2 2 2 10 8 2 10 10 10 10 2 2 8 2 2 8 8 2 2 2 10 2 2 8 2 2 10 2 10 2 10 2 8 8 8 2 8 2 2 2 2 8 2 8 8 8 2 10 2 2 2 2 2 10 2 10 10 2 10 2 10 8 2 8 10 2 2 10 2 10
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leaf_count=546 2637 522 1172 607 3252 185 765 211 1933 400 449 444 154 1487 8519 2311 881 717 1273 386 873 988 1284 1374 279 669 167 6708 1594 55 1232 369 216 572 438 157 604 234 318 56116 352 380 515 727 400 686 389 336 1412 796 225 359 275 155 24790 767 2147 2005 3199 719 3397 437 1428 5728 3710 3497 904 138 1995 507 736 623 539 1537 1080 118 271 101 394 640 630 7256 3298 373 2123 2505 760 161 256 489 416 229 412 241 86 558 622 548 344 3930 139 452 598 276 226 755 395 265 842 379 67
internal_value=0 -0.000354849 -0.0019866 -0.00261778 -0.0041843 -0.00119366 -0.00306782 0.000251503 -0.00047919 0.000615423 -0.000214749 -0.00196431 0.00242001 0.000613851 -0.000117714 -0.000569019 -0.00303188 0.00359909 -0.00101632 -0.00392606 0.000239225 0.00223118 0.0011969 0.00271503 0.0100024 0.00284717 -0.00439772 -0.00314921 -0.00154079 -0.00562854 -0.00776273 -0.00754111 0.0130726 0.0059571 0.00730974 0.0131607 0.000133247 0.005754 0.00117018 0.0009163 -0.00650705 -0.00722011 -0.00164321 0.00267267 0.000998802 -0.00287412 -0.00461936 -0.00114961 -0.00383794 0.00348746 3.97314e-05 0.000332943 0.00744887 -0.00289744 0.000189002 -0.000541054 0.00156092 0.000438683 0.00496406 0.0114832 -0.0001594 0.00446821 -0.00641071 -0.000564202 -0.0025411 0.00242499 0.0027364 0.00400908 -0.00098351 0.000396921 0.00332604 0.00510846 -0.00925542 -0.0118963 0.00630098 0.00766556 0.010018 0.0019037 -0.00120345 0.0118627 -0.000120448 -0.00143755 0.00257403 -0.0108791 0.00650291 0.00861707 0.00573626 0.0166883 -0.00803903 0.000763742 -0.00156418 0.00651013 0.0047538 0.0096662 -0.00854208 -0.0010518 -0.00330669 -0.00358373 -0.00452435 -0.00571676 0.00522812 -0.00685482 0.00608506 0.0118626 0.0159702 -0.00457281 0.000127404 -0.000813722 -0.00558911 0.00119367 0.0182482
internal_weight=0 4983.33 1141.34 1027.37 662.002 295.086 237.697 365.367 354.397 7978.82 3198.16 1024.08 198.397 2174.09 1752.8 155.765 825.679 421.284 135.535 719.156 1685.2 638.285 572.071 471.703 66.214 106.523 695.77 564.785 421.894 81.4193 75.9824 142.891 57.0894 57.3884 66.3839 34.4424 3841.99 285.749 4780.66 4398.67 366.916 348.41 95.5929 64.2371 4371 203.723 181.743 123.479 104.584 113.972 3813.18 3474.01 60.2264 339.177 3413.78 2231.51 1182.28 896.388 285.888 63.7118 2103.56 162.264 127.944 1941.3 357.57 538.817 222.176 381.993 1046.92 155.241 109.391 334.344 130.984 98.032 289.083 244.449 169.07 75.3798 44.6339 143.496 851.145 574.388 276.757 58.2645 275.034 192.372 152.612 39.7602 67.5978 313.806 201.482 41.6334 112.324 56.3104 40.5911 67.3474 47.6484 328.393 300.552 270.979 29.573 247.326 56.6039 29.261 23.7931 195.773 80.791 56.0137 100.368 4167.27 25.5858
internal_count=201143 75675 15370 14052 9163 3937 3180 4889 4678 125468 60114 20158 4009 39956 30447 3565 16149 9509 3009 13937 28704 13502 12019 9893 1483 2212 13551 11308 8302 1736 1681 3006 1204 757 1331 662 60305 6500 65354 60491 5226 4874 1622 1107 60091 3596 3196 2137 1801 1318 59701 53908 821 5793 53087 36547 16540 11359 5181 1078 34352 3834 2195 30518 5857 5502 4103 4863 15202 2008 1243 4103 2243 1704 3480 2768 1991 777 712 1720 12057 8129 3928 1059 6266 4143 3265 878 1743 3985 2578 645 1407 730 693 659 760 5568 5020 4537 483 4382 1254 656 502 3145 1150 677 2126 56495 505
is_linear=0
shrinkage=0.0227381


Tree=673
num_leaves=112
num_cat=0
split_feature=181 121 144 157 195 7 17 152 7 93 189 204 178 152 124 179 123 233 213 181 150 40 225 120 153 50 182 36 133 227 182 165 153 225 144 194 157 128 128 216 133 227 174 59 151 174 215 185 141 225 135 144 135 13 72 142 136 185 220 216 206 219 220 221 123 221 133 229 229 215 215 145 209 219 210 41 141 131 185 141 69 136 135 9 222 151 41 186 95 195 220 161 213 216 185 204 124 222 209 79 225 156 143 180 221 141 213 7 225 190 133
split_gain=5.00866 9.9591 9.51113 12.6103 8.47457 8.39412 8.33807 8.45909 7.50565 7.64293 16.7563 8.12851 7.37678 8.56671 7.35562 7.31278 6.82451 6.78404 6.60255 8.14255 10.526 9.13259 7.77336 8.40005 7.07779 6.97325 6.53312 6.15413 6.32891 6.0717 9.54625 6.57964 6.66646 6.44528 6.05014 9.79877 8.50456 9.34499 8.15153 10.0134 8.04535 8.84675 7.70272 8.58367 7.48873 9.54613 9.51637 8.65911 8.01656 11.3285 10.0414 8.60338 8.4945 8.03406 9.85503 7.86335 7.75938 7.69709 7.6851 7.67435 7.56782 7.35531 8.7597 8.61367 9.76221 9.49986 7.27833 9.90508 7.20404 13.008 7.12274 8.41645 7.11925 7.00472 7.725 7.49786 8.63914 8.32685 7.46586 7.94954 6.79162 6.71046 6.68649 6.60122 11.3084 7.50179 8.51319 6.54243 6.51974 8.63002 6.46277 6.38775 6.16381 6.48703 6.15698 6.15351 6.14493 6.12435 7.68432 6.11901 6.10828 7.30635 7.21479 9.33623 6.00932 5.89724 5.88969 5.82372 6.11817 5.80173 5.65428
threshold=74469.889500000005 0.10466602058027942 -140.49999999999997 1646185.5000000002 10.072077922077924 31070.250000000004 -12086.499999999998 134776.00000000003 11252.250000000002 -431.49999999999994 0.17917488031540413 -0.043425628915429108 0.20256410256410259 89319.795000000013 56.852840520191656 0.6353720768246649 0.99999851894022751 0.0030347792198881511 -0.038542315363883965 39286.125000000007 -353.49999999999994 0.59632599922919194 0.0037630442529916768 5.2654102238345883 988206.75000000012 0.18895000000000003 -505.38749999999993 1.0000000180025095e-35 0.12304007097728543 -0.01106439810246229 -459.47222222222217 0.28759398496240607 686724.75000000012 0.0047455173917114743 -164.49999999999997 0.1822134387351779 19444.500000000004 46502.625000000007 21397.500000000004 -0.0028875118587166067 0.079289998131679848 0.013752168510109188 2.5000000000000004 0.70925000000000005 2071.5000000000005 4.5000000000000009 -0.028383582830429074 1124.4493465909093 0.47384117120648112 -0.0031097611645236607 0.39654560701237707 -653.49999999999989 0.13425141804453725 4.5000000000000009 0.98135000000000006 -1321.6458333333333 5.6934694276675364 -4436.9644617706226 -0.015981145203113552 -0.014771903865039347 -0.028909758664667603 0.013924780767410995 0.013428832869976761 -0.010781584307551382 0.81672571726251364 -0.024629159830510613 0.031893343393393989 -0.0039979491848498574 0.013044907245785 -0.0064687880221754304 -0.00857339473441243 947.69480499756389 0.046413384377956397 0.020139812491834167 -0.025786404497921463 0.71289327746170039 0.47150120043274074 0.26270285790170078 345.79900000000004 0.44758162342796887 0.0087500000000000026 3.5839566653762689 0.3446468705705974 5.5000000000000009 -0.0012936978018842635 -199.49999999999997 0.16590650291973999 15194.407500000003 1.0000000180025095e-35 14.231663685152059 0.0024307672865688805 0.67878400414580564 -0.0016782238963060079 0.01086061727255583 694.22225316455695 -0.090461101382970796 37.414099931553743 -0.002861430984921753 -0.028105292469263073 0.086650000000000019 0.0090677076950669306 1073047.5000000002 -2115.4999999999995 9578.5071428571446 0.010259703733026983 0.074316670066983045 0.039251863956451423 30089.250000000004 -0.010832674801349638 2.5000000000000004 0.31076286118896485
decision_type=10 10 8 10 8 10 2 10 8 10 8 2 10 8 2 10 8 2 2 8 10 8 2 2 8 8 8 2 8 2 8 8 10 2 10 10 10 10 10 2 8 2 10 8 8 10 2 8 2 2 8 10 10 2 10 8 8 8 2 2 2 2 2 2 10 2 8 2 2 2 2 10 2 2 2 8 2 10 10 2 10 10 10 2 2 10 10 8 2 10 2 10 2 2 8 2 2 2 2 8 2 10 10 10 2 2 2 10 2 10 8
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shrinkage=0.0227381


Tree=676
num_leaves=90
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split_gain=4.86491 7.48394 4.76031 5.60465 6.91475 6.80006 5.03807 6.93807 4.89002 7.52875 8.72008 7.76588 7.44283 7.786 7.01619 6.81613 10.6793 8.7579 11.347 8.68462 6.89804 6.59601 6.46859 6.23444 5.33414 10.5078 8.88428 9.06747 11.1145 11.2889 8.81166 8.794 8.52696 8.26815 8.88987 8.01333 8.81224 7.91276 9.03937 7.73753 7.53937 10.0776 7.52615 7.42235 8.28904 6.70389 6.26727 5.97494 5.73717 7.39849 5.72935 5.07862 5.0171 5.99155 4.69375 4.67819 6.6759 6.63087 4.67287 4.95896 5.08551 4.64346 4.23891 4.55773 4.3679 4.04882 3.89315 3.77268 3.77045 3.70774 3.36908 3.33713 3.30298 3.20272 3.19047 3.23108 3.17301 2.98862 2.95995 2.93251 2.91951 2.89007 2.44626 3.00415 1.70163 1.49229 1.46039 1.11813 0.538153
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decision_type=2 8 10 2 2 10 10 10 2 2 8 8 8 10 2 8 2 10 2 2 8 2 8 8 2 2 8 2 2 10 2 8 8 10 10 2 8 10 10 2 2 2 8 8 10 2 8 2 10 10 2 10 8 2 10 10 2 10 2 2 8 10 2 2 2 2 8 10 10 10 2 10 10 2 2 8 10 2 10 10 2 8 2 2 8 2 2 8 10
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leaf_count=1384 81 129 86 109 99 136 231 169 194 219 68 484 104 60 474 2657 119 4593 1317 3030 451 410 470 83 106 15040 4759 1316 1178 90 226 4663 118 1346 221 588 1690 11397 2536 63685 12253 13417 2058 533 233 1563 32867 2535 983 397 855 221 37 178 97 83 98 112 106 176 498 241 111 97 125 103 553 97 91 79 872 93 306 102 73 76 273 104 160 157 120 267 87 472 55 66 117 338 340
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internal_weight=0 44.9279 12915.8 155.029 115.841 74.84 12760.8 208.418 12552.4 1175.17 904.922 270.253 200.581 58.3193 142.261 829.32 41.5606 787.76 391.498 396.261 34.8254 66.6582 50.5248 75.6015 11377.2 7086 4291.21 3820.36 163.507 65.2751 6906.16 456.72 470.845 179.836 42.7875 137.049 53.7783 6449.44 885.2 5564.24 3656.86 1066.09 83.2706 298.236 42.8949 255.341 2590.76 440.749 172.61 124.586 98.2315 27.039 69.6724 44.954 66.0719 186.937 76.3915 110.546 94.8681 77.018 63.7731 48.0236 52.6411 44.9902 34.0788 15.9706 75.6032 21.4809 50.5688 17.8501 60.8803 38.6922 33.758 19.3825 41.0012 34.738 22.1989 39.1882 24.7183 25.8226 18.5349 15.7485 36.1862 31.3588 33.0986 26.9573 16.9192 26.956 27.6234
internal_count=200991 835 200156 2241 1658 1070 197915 1990 195925 17056 13481 3575 2555 634 1921 12361 764 11597 3974 7623 570 894 574 1120 178869 107960 70909 66735 3439 1406 100185 7527 4174 7775 2055 5720 2278 92658 13933 78725 63296 18176 3442 2447 351 2096 45120 7198 1727 1380 2033 1567 1020 703 1052 1662 608 1054 971 786 674 347 544 435 324 329 1027 328 353 185 955 262 525 199 588 489 526 583 317 255 280 488 706 625 497 538 390 393 413
is_linear=0
shrinkage=0.0227381


Tree=677
num_leaves=112
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split_gain=6.95882 6.05387 4.89983 4.807 5.24628 5.93657 4.14897 3.94146 9.04151 8.19189 7.62445 8.21377 8.08139 7.48192 7.95035 8.13407 7.48928 7.32968 7.43537 10.7908 7.29754 6.97488 6.78085 6.37543 6.19194 6.14565 8.81368 7.15488 5.95887 5.9716 6.81618 5.72798 5.71485 5.82934 5.62525 5.523 8.55695 9.48017 11.1889 9.27676 5.75147 5.57376 7.50311 5.59425 5.52484 5.56824 5.37105 5.29826 6.96705 6.68981 5.27926 5.27706 5.95188 10.6332 7.62711 6.21707 5.80841 5.72646 6.24165 6.06739 5.27642 5.23705 8.5087 7.11414 7.99092 7.08806 5.53719 11.1841 14.2476 10.0906 9.41751 10.3213 7.60914 6.44588 9.5288 10.5366 8.96405 6.76937 7.3542 6.21063 5.36576 5.2252 5.16324 4.89089 4.88693 4.68345 4.66875 4.66813 4.64733 4.52468 5.56814 4.48245 4.45855 5.26297 4.32643 4.27772 4.17917 4.12207 4.59158 4.11087 3.97025 3.94142 3.72028 3.64664 3.59769 3.43473 3.311 3.29728 3.16562 3.15832 2.86408
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decision_type=2 2 2 2 2 2 2 10 10 2 8 2 2 10 2 10 10 8 2 8 8 10 10 10 2 2 2 10 8 8 2 10 8 10 2 10 2 10 10 2 2 2 2 8 10 10 2 2 10 2 2 10 2 10 10 2 2 2 2 8 10 2 8 2 10 10 2 10 8 2 8 8 8 8 10 2 2 10 10 10 8 10 10 10 10 10 8 2 10 8 10 10 2 2 10 8 10 10 8 2 8 8 8 10 8 2 2 10 2 8 10
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Tree=680
num_leaves=112
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split_gain=4.9523 7.96148 11.3704 10.3968 9.86509 8.19103 6.79752 6.77715 8.10598 6.63365 6.07096 6.70085 7.74426 8.74033 7.68424 12.5111 6.80433 9.62507 9.26458 5.89558 5.59013 8.22176 6.70603 9.62752 6.95415 5.67839 6.37318 5.57766 5.44467 5.38763 5.37752 12.6379 9.06726 8.72695 7.92439 9.20141 6.70221 5.9451 9.86227 10.922 10.2635 9.14285 7.94074 9.10671 7.53012 7.38232 6.24748 7.90252 7.83273 6.68562 5.81077 5.68681 6.40359 5.68237 5.52591 5.8458 5.57202 5.33389 5.44139 5.27988 5.64168 5.23062 5.20237 5.19983 5.84984 5.29845 6.74281 5.15946 5.12554 7.24695 6.80121 5.95947 5.26045 5.16591 5.12394 5.10907 5.09654 4.98197 6.38817 4.95023 6.66962 5.1741 4.89065 4.82492 4.70124 4.54157 4.53986 4.51522 4.86736 4.44733 4.37654 4.36531 4.35766 4.29903 4.19043 4.18329 4.17897 3.98798 3.94959 3.80548 3.80226 3.85854 3.77505 3.66633 3.39968 3.31516 3.14548 3.13239 2.89803 2.8158 2.81443
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decision_type=2 2 10 2 8 8 2 8 2 2 10 2 2 2 2 2 2 2 8 8 8 8 2 10 2 2 10 8 2 10 8 10 8 8 2 2 8 2 2 10 10 10 10 10 2 2 10 2 2 10 2 2 2 10 10 10 2 2 2 10 8 2 2 2 2 8 10 2 2 8 2 10 2 2 2 8 2 2 2 8 10 8 2 2 10 2 8 2 2 2 10 10 10 2 2 10 2 2 2 2 10 2 2 8 2 2 8 2 8 2 10
left_child=1 3 87 7 6 -6 19 8 68 91 11 12 13 29 15 86 17 -14 -18 27 21 22 24 95 100 26 83 -5 -15 -9 37 32 33 36 35 -35 74 46 40 41 54 44 -41 -44 -40 -43 59 48 75 -50 -36 52 53 102 55 -39 -56 -42 -59 79 -61 -38 -17 64 106 66 -65 -25 71 73 72 103 -71 -70 -32 -48 94 78 -12 80 -27 -81 -67 110 -16 -21 -13 108 -89 -73 -85 99 -79 -90 -23 -24 -62 -75 -72 107 101 -2 -33 -1 -91 -80 -34 -4 -3 -93 -22
right_child=20 2 9 4 5 -7 -8 10 -10 -11 77 14 16 28 84 62 18 -19 -20 85 25 76 23 67 -26 30 -28 -29 -30 -31 31 51 63 34 50 -37 61 38 39 42 57 45 43 -45 -46 -47 47 -49 49 -51 -52 -53 -54 -55 56 -57 -58 58 -60 60 96 -63 -64 65 -66 82 -68 -69 69 70 98 89 -74 97 -76 -77 -78 92 105 81 -82 -83 -84 90 -86 -87 -88 88 93 104 -92 109 -94 -95 -96 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=164 133 800 85 119 157 208 193 1105 190 378 138 154 405 759 711 473 2852 1810 840 97 130 102 143 228 252 859 149 388 431 1191 262 125 114 1727 126 1648 2129 3929 4021 231 179 1089 1922 209 4402 271 94 146 403 624 1031 140 150 97 1704 497 159 89 568 114 237 282 223 111 243 2380 812 99 445 155 266 162 350 118 448 145 574 148 109 7201 152 135577 1213 891 83 212 466 169 88 134 82 167 173 176 156 92 92 225 93 117 73 93 313 149 530 710 82 240 65 145 229
internal_value=0 0.00141715 -0.00289787 0.00206008 0.00856849 -0.00323511 0.012055 0.00140256 0.00529868 0.00343756 0.000629615 0.00116131 0.00193829 -0.00104607 -0.00363407 0.000931579 0.00361892 0.00681318 0.00140232 0.014723 1.36941e-05 0.00487319 0.00931588 0.0157129 0.00186126 -3.78499e-05 -0.00665797 0.0193781 -0.00633797 0.00181503 9.82489e-07 -0.00219788 -0.00344286 -0.000437981 0.00268034 0.00549924 -0.00580664 0.000112185 0.00159227 0.00344666 -0.000613556 0.00470728 -0.00303453 -0.00549607 0.00612407 -0.00108173 -7.96264e-05 0.00419226 0.00574536 0.0080676 -0.00528608 0.00708291 0.00968541 0.0130732 -0.00171006 -0.000677023 -0.00716753 0.00763067 0.0107307 -0.000158336 0.0086985 -0.00917423 0.0085173 -0.0066543 0.00369369 -0.00765776 -0.00166846 0.0222449 0.00651738 0.00948765 0.0136543 0.00145447 0.0054386 0.00131002 0.0037245 -0.00428439 -0.00263506 -0.00524223 -0.00815461 -0.00019087 0.00591363 -0.000235272 -0.00986981 -0.00893841 -0.0101715 0.00425461 -0.00820688 -0.00751032 -0.000854552 -0.00360372 -0.0125003 0.00751885 0.00413969 0.00492741 0.00611839 -0.00172251 0.0145025 0.00816932 0.0209593 0.0115346 0.0101919 0.0147121 0.0161468 0.0085697 -0.00762019 -0.0111595 0.0125035 0.0150439 -0.0106704 -0.00100976 0.00146045
internal_weight=0 1456.62 184.978 1271.65 107.189 24.5826 82.6061 1164.46 184.435 78.8556 980.022 904.976 783.201 283.329 121.776 76.0419 499.872 197.471 302.401 68.501 11523.7 112.506 69.3827 32.2133 37.1694 11411.2 57.9992 42.3498 95.7612 187.567 11353.2 538.755 479.801 252.921 162.715 122.154 90.206 10814.4 1233.51 667.511 565.996 560.79 106.722 93.6692 450.129 110.661 9580.94 165.204 152.509 125.203 40.5603 58.9544 51.5872 41.8988 505.57 433.23 72.3393 60.4264 47.7638 9415.73 26.0768 66.8935 41.8707 226.88 18.0178 208.863 60.4031 21.7087 175.513 105.88 66.3263 69.6331 38.2776 39.554 23.3125 27.3061 43.1237 75.0457 58.1271 9389.65 59.5958 9330.06 148.459 54.511 45.7339 26.1512 34.1713 106.123 37.6823 43.1797 39.3095 54.3738 16.9186 23.7931 14.8162 10.5046 16.6472 19.0382 28.0487 34.9072 17.0816 12.1574 35.2122 26.4534 31.196 49.0641 8.43921 25.6287 68.4405 19.4665 15.2015
internal_count=201339 19566 2430 17136 1374 365 1009 15762 2981 1132 12781 11503 9393 3486 2110 1316 5907 2215 3692 816 181773 1945 1113 562 551 179828 1481 507 1190 2296 178347 13433 12608 7653 4532 3375 3121 164914 19270 12145 7125 9783 2362 2131 8423 1360 145644 1412 1266 1027 1157 825 685 535 6289 4426 1863 836 657 144232 443 2411 696 4955 439 4516 923 327 2791 1652 864 1139 505 788 710 239 832 1278 957 143789 1011 142778 3593 1332 794 309 620 1298 433 826 973 754 321 264 258 235 329 343 359 442 299 226 438 313 664 819 196 325 865 312 359
is_linear=0
shrinkage=0.0227381


Tree=681
num_leaves=112
num_cat=0
split_feature=183 232 69 133 215 220 222 165 205 5 149 218 186 19 174 122 150 205 144 131 152 186 123 185 149 183 229 5 30 232 183 136 152 39 203 15 183 221 224 151 40 122 232 143 150 220 232 26 222 124 195 217 8 149 200 208 123 177 184 224 156 183 130 122 218 157 39 19 232 41 184 199 195 225 40 137 233 150 67 130 187 188 187 72 136 217 230 230 206 131 136 227 230 151 40 43 205 184 171 135 141 210 122 221 17 218 217 178 122 150 229
split_gain=4.43625 8.64543 7.20368 6.68078 9.06212 9.16587 8.15511 8.61278 8.12718 7.92591 10.3249 6.98784 7.6152 6.6849 6.59996 6.31508 6.24557 5.74774 5.66228 5.36703 5.28671 5.23134 5.15122 5.46543 5.00011 4.93259 8.95009 7.85836 7.65205 7.59189 9.19064 10.2343 8.42102 8.24063 7.30013 9.01615 8.08983 7.26831 8.10492 10.002 7.82363 11.0806 7.79193 7.09622 9.70636 8.91827 8.63207 8.62988 9.94971 8.49911 9.98318 8.14687 9.6555 8.09997 7.79063 7.51535 10.3767 10.1201 7.38903 7.39241 7.51856 7.29762 7.28955 7.32607 7.17716 6.99089 6.97144 6.91538 7.81136 6.85343 6.85061 8.43355 7.22738 6.79259 6.70162 6.55215 8.94846 11.8677 11.0723 9.35821 7.0931 17.1098 8.92132 8.9907 8.85963 8.76797 7.44931 7.31779 11.5942 9.23551 7.19776 6.74358 6.37012 6.38484 6.33114 6.25752 6.23915 6.2278 6.13044 7.15777 10.7232 6.38409 6.06414 6.58904 5.8345 5.83385 5.91795 7.0862 5.91073 6.12237 5.81008
threshold=-2729.4999999999995 0.010751119814813139 0.11785000000000002 0.28246169617917621 -0.023633262142539021 -0.010282190050929783 0.018061676993966106 0.45643939393939398 0.013781409710645677 166725.00000000003 283.68333333333339 -0.01497096987441182 7911.2700000000013 5.5000000000000009 2.5000000000000004 0.036011935217409974 -1739.4999999999998 0.070645947009325041 -36.499999999999993 0.090786808942602271 116340.03125000001 9000.0450000000037 0.8632573205780395 477.80527318548394 -188.96428571428569 -1437.4999999999998 0.014421435073018076 83286.000000000015 2.5000000000000004 -0.011764265131205319 -2199.4999999999995 1.3279565524549004 67500.161250000019 0.29686994638571484 0.087057773023843779 -21978.499999999996 -2085.4999999999995 -0.0058656493201851836 0.0040659608785063037 1389.5000000000002 0.45837238458583007 0.044215392161617163 -0.0084646050818264467 -1914.4999999999998 -1532.4999999999998 -0.0025440207682549949 0.0022110583959147338 15.500000000000002 0.0045875522773712882 45.715263518138265 21.527372627372632 0.014507671352475883 1352250.0000000002 596.30952380952397 14.500000000000002 0.017727419734001163 0.9999970170259157 0.61721611721611735 654475.50000000012 0.021747774444520477 208359.00000000003 -1320.4999999999998 0.39016112957491333 0.068129988230577102 0.016042620874941352 1542829.5000000002 0.23330336031439763 9.5000000000000018 0.014723371248692276 0.28887041914992811 47692.687500000007 25290.603670212771 19.765331664580732 -0.0071422057226300231 0.35698827027947327 1.0000000180025095e-35 -0.0018695330363698302 -657.49999999999989 0.060550000000000007 0.23808266329813696 4.4549512987012996 0.6253491620111733 5.0837719298245618 0.99230000000000007 4.7226363701794893 0.029284100979566578 0.0026567528257146482 0.0075638918206095704 0.045473881065845496 0.57904343116481793 3.9093495153584006 -0.017972118221223351 0.015821671113371853 1321.5000000000002 0.24099513518495871 0.054550000000000008 0.015336079057306053 319993.65000000008 258.50000000000006 0.069839810463306576 0.43457575902056461 0.016616465523839 0.027574220872875709 0.026475963182747368 -939.49999999999989 0.021799266338348392 -0.011895414441823958 0.18350168350168353 0.051214128242798147 -2083.4999999999995 0.011415037326514723
decision_type=8 2 10 8 2 2 2 8 2 2 10 2 10 10 8 10 10 2 10 10 8 8 10 8 10 10 2 2 2 2 8 8 8 8 2 2 10 2 2 8 10 10 2 8 8 2 2 2 2 2 8 2 8 10 10 2 8 10 10 2 8 10 10 10 2 10 10 10 2 8 8 10 8 2 8 2 2 8 10 10 8 10 8 8 10 2 2 2 2 8 10 2 2 8 10 8 2 10 10 8 2 2 10 2 2 2 2 10 10 8 2
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Tree=684
num_leaves=112
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decision_type=10 10 8 10 2 8 8 2 10 10 2 8 2 10 8 10 10 8 10 2 2 8 2 2 2 2 8 8 2 10 10 8 2 10 2 10 2 2 2 10 2 2 10 2 10 8 2 10 10 10 2 10 8 10 10 2 2 10 8 2 10 2 10 10 2 10 10 2 8 10 10 2 2 8 10 10 2 2 10 10 2 10 8 8 2 10 2 2 2 8 8 2 2 10 2 2 10 2 2 10 10 10 2 8 10 2 10 2 8 10 2
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shrinkage=0.0227381


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split_gain=5.34311 9.64672 8.15381 8.22536 7.57333 7.32198 7.15548 6.84403 6.25663 6.51947 7.02704 8.85918 7.03034 7.00313 10.0201 5.95992 7.40473 11.1677 13.1402 8.8519 8.38249 8.18244 7.4136 6.69266 6.52495 6.3527 6.74155 6.50641 6.19289 7.4141 6.24708 6.07891 6.23682 5.97538 6.40838 5.97295 5.76058 5.6652 5.95026 5.56132 5.52252 5.32881 6.22554 5.28518 5.23223 5.14309 5.13939 5.03296 5.05413 4.92349 4.91199 4.8672 4.71278 13.8984 14.7988 10.5724 8.68871 8.25513 16.0503 8.2107 6.49696 6.27833 6.0877 11.1818 8.26272 7.53553 7.50512 6.12363 6.74835 6.00382 5.92871 9.21767 6.21437 5.58926 5.53657 5.45314 5.39591 4.9603 4.67732 4.44613 4.3835 4.36831 4.29303 4.2624 4.87987 4.25117 4.20252 4.18292 4.12758 3.98265 3.90466 3.89486 3.85535 3.85519 3.84681 3.78388 4.29392 3.57204 3.37075 3.3208 3.23276 3.21219 3.02604 2.9841 2.97128 2.96317 2.80389 2.73815 2.65727 2.79295 2.60524
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internal_weight=0 155.288 119.906 12765.5 662.99 436.499 114.428 90.7746 322.071 226.491 316.274 12102.5 1178.56 1042.91 94.8144 10923.9 10379.1 544.86 437.799 311.91 10067.2 1376.06 248.441 1127.62 381.307 746.311 165.911 20.9923 8691.1 357.569 145.62 211.949 8333.53 7734.89 598.641 948.095 906.597 41.4983 398.424 290.918 257.093 228.14 865.595 348.529 517.066 363.889 345.73 53.3987 182.092 111.67 80.4649 16.3182 64.1467 44.0575 135.646 82.0201 56.0702 82.5297 31.2051 33.8254 39.3749 70.4221 50.6755 41.4157 32.8318 14.053 109.172 302.221 91.8308 38.3246 210.39 185.589 41.0014 107.061 102.575 93.9498 75.1071 44.3986 40.1128 38.0643 42.9446 17.4508 34.5347 24.8017 20.5244 118.613 76.7073 33.7237 65.0111 94.5027 65.553 19.6415 39.6385 31.8179 18.8427 28.9527 18.1594 23.6539 18.5381 26.6697 35.3815 32.8743 25.9498 14.6085 20.8368 14.7466 36.1836 53.5062 25.6535 20.0892 12.1813
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is_linear=0
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is_linear=0
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Tree=688
num_leaves=112
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split_gain=5.95564 7.63762 7.41416 7.10008 6.39501 9.25724 11.1422 9.19291 9.14074 10.395 11.2651 8.24978 8.21596 7.67823 10.9297 7.73518 7.21344 7.28356 9.24093 7.12884 6.98111 6.94913 6.96565 6.74721 6.36161 6.3411 6.69046 6.29985 6.20607 6.16803 6.0976 6.27943 6.06715 5.87169 5.76294 7.23678 6.55013 8.66551 8.00502 7.06096 6.62366 5.73338 7.22589 5.68497 5.90029 5.73193 5.63096 8.0178 8.79693 7.48249 8.17549 7.25976 6.40132 6.92111 5.99323 6.47951 6.34897 7.40032 9.71413 5.96465 10.4994 8.67201 5.86168 6.36916 6.58577 5.71507 5.61283 5.60332 5.51338 7.24969 5.49515 5.38265 5.37527 5.34064 5.30915 5.24232 8.96602 5.38262 5.22522 5.20491 5.16625 5.6391 5.5943 5.99206 5.16286 6.53854 5.14857 5.0663 5.0376 4.97594 6.52401 5.11329 5.38902 4.97056 4.95765 4.95213 4.94246 4.93998 4.89737 5.26206 4.86554 4.79508 4.79035 4.76501 4.74742 5.0432 4.69766 4.57034 4.56962 4.54089 4.53287
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decision_type=2 2 10 8 2 2 8 10 8 8 8 2 2 8 2 10 2 2 8 8 2 10 2 2 2 8 8 10 10 2 10 2 8 2 10 8 8 8 8 2 10 2 10 2 10 2 8 2 10 2 2 8 10 10 10 2 8 2 2 8 2 2 2 10 8 10 8 2 10 2 10 8 2 2 10 10 2 8 2 10 2 2 8 2 10 2 2 10 10 2 8 8 8 8 8 8 10 2 8 10 10 10 2 2 10 8 2 8 10 8 2
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leaf_count=105 796 958 371 159 412 1123 249 180 725 485 177 145 738 319 92 178 137 404 181 170 193 190 211 393 115 68 99 164 127 2173 139 245 138 224 928 143 364 10957 215 636 1212 373 106 319 73 605 516 2937 3263 1236 760 4534 686 1075 745 250 2000 297 577 531 428 655 539 192 441 783 826 666 432 173 229 580 511 69 146 558 175 127466 158 334 67 941 836 984 1405 251 338 976 120 268 184 136 1549 148 476 175 146 170 161 813 133 267 3360 1225 400 107 179 326 310 835 269
internal_value=0 0.00153065 0.00193972 -0.00495871 -1.27721e-05 0.00153586 0.00352982 -0.000408673 0.00107477 0.00450941 0.00737214 0.0074303 -0.000324183 0.00168788 0.00707208 -0.000139014 -0.000198248 -0.00397645 -0.00566368 -0.00395781 -0.00639311 0.00498941 0.00784785 0.012294 0.00221914 0.00923171 0.00531284 -0.00227259 0.014277 -0.00779932 0.00154328 0.0102528 0.00337361 0.00323515 0.00125837 0.00166804 0.00188616 0.00139891 0.00789211 -0.0055711 0.00196539 0.0165994 0.00479134 -0.00429185 -0.0100041 0.0011887 -0.000102129 -0.00266054 -0.00055357 0.00143793 0.00472429 0.00680187 -0.00319462 0.00341726 1.12789e-05 -0.0024997 -0.00078819 0.00133333 0.00411512 0.000139489 0.0053554 0.0105597 7.48482e-05 0.00736565 0.012027 -0.00521782 0.0143089 0.0112956 0.00918945 0.0141626 0.00678613 -0.00342633 0.0108756 0.0104218 0.0164757 2.89065e-05 0.00646181 -1.78624e-05 -0.0075569 -0.0102998 -0.00259154 0.00172348 -0.00538745 -0.00686214 -0.00731888 -0.00949774 -5.49988e-05 -0.00420421 0.0168416 -0.00839516 0.000657167 -0.0103066 -0.0122182 0.00300696 0.0121617 0.006955 -0.000343657 0.00412375 -0.00674299 -0.0113338 0.00429649 0.000533034 -0.011434 -0.00224598 -0.00243984 -0.000304805 0.00957885 0.0112263 -0.0134519 0.00990901 0.00461862
internal_weight=0 1447.79 1367.61 80.18 11493.3 1222.6 600.166 622.43 375.062 188.459 144.25 225.104 59.3988 394.122 93.595 300.527 10270.7 246.194 206.743 228.309 163.534 94.3458 76.5812 84.851 64.7745 190.208 116.992 34.8954 73.2167 171.146 1306.59 31.8582 26.8173 30.1019 1274.73 1192.71 1181.09 1102.27 78.8226 77.1409 1025.13 63.4215 22.4252 82.0208 36.687 45.3338 10024.5 417.305 293.966 236.984 138.536 121.921 98.4478 39.8734 9607.19 458.983 334.33 230.124 154.647 9148.2 103.369 63.8122 9044.83 48.0581 33.24 104.206 76.2288 62.4936 61.0177 34.8349 28.2323 39.5572 62.3078 21.1749 13.0226 8996.77 56.4245 8940.35 58.5744 48.2019 206.181 82.3631 123.818 114.382 123.339 98.4682 56.0044 75.4771 35.639 136.717 24.8184 111.899 94.7402 20.0379 61.4145 108.794 33.5345 35.5972 124.653 55.2134 39.4515 28.1732 88.0283 69.4395 186.603 143.93 18.1589 22.2888 74.8234 75.2591 10.4399
internal_count=200837 19479 18138 1341 181358 16389 7461 8928 4974 3344 2619 2487 1223 4985 887 4098 164969 3621 3076 3943 2817 1090 900 1396 1126 2074 1400 413 674 2502 17162 384 487 383 16778 14298 14155 13169 986 1000 12169 606 233 2480 1001 1479 161348 20760 14649 11386 6530 5770 4856 1761 140588 8499 6050 3850 2577 132089 2581 1470 129508 770 578 2200 1219 771 976 605 874 1111 722 330 215 128738 733 128005 3095 1079 3008 1008 2000 1820 6111 4706 1121 1273 775 2330 377 1953 1685 329 568 1255 245 574 2449 974 545 695 4186 1475 1630 1230 317 645 3670 1010 520
is_linear=0
shrinkage=0.0227381


Tree=689
num_leaves=83
num_cat=0
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split_gain=5.1406 6.07795 5.06522 4.82538 6.40644 6.23755 5.33315 4.84038 5.58656 4.36672 4.18241 4.10047 9.34356 7.51641 8.28974 7.41203 10.2253 9.52891 8.74957 8.45508 7.99484 10.8984 9.28993 10.5246 8.9299 7.83731 7.37104 6.9779 6.85666 6.76561 7.522 6.74721 6.75028 6.69394 7.19305 6.1638 6.35575 5.6476 5.57474 5.56702 5.29102 6.1894 6.81346 6.61145 5.0571 4.95159 4.83999 6.57905 4.66277 4.33035 5.70956 3.97208 3.77325 3.42961 4.83913 3.16241 3.14861 3.14493 3.09324 3.06457 2.95023 2.90839 2.83734 2.74319 2.64413 2.47974 2.47807 2.19811 2.17801 1.82994 1.65319 1.48211 1.44683 1.5814 1.31381 0.916791 0.87552 0.81004 0.774085 0.537891 0.257321 0.166419
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decision_type=2 8 2 2 2 2 10 2 2 2 8 2 2 2 2 2 10 2 8 8 2 2 10 10 8 2 2 2 2 10 2 2 10 2 10 2 8 8 10 2 8 2 10 8 10 10 10 8 8 8 8 2 2 2 2 10 10 8 10 10 2 10 2 2 8 2 10 10 2 2 8 2 10 2 2 8 2 10 10 8 8 10
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Tree=691
num_leaves=112
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decision_type=8 8 10 8 10 2 2 10 8 2 2 10 8 2 10 2 2 8 10 10 8 2 8 2 2 2 2 2 2 2 2 10 8 10 2 10 10 10 2 2 8 2 2 2 10 2 10 10 2 8 2 2 8 8 8 8 2 8 8 10 8 10 2 10 10 2 2 10 8 10 10 2 8 2 8 2 8 2 10 8 10 8 8 10 8 10 10 8 10 8 10 10 8 2 2 2 10 10 8 2 2 2 2 8 2 10 8 10 10 10 10
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leaf_count=146 1089 198 276 141 103 395 258 176 120 1472 191 101 269 293 324 82 696 939 1137 163 158 1074 72 485 297 112 481 95 111 83 109 389 644 316 375 302 318 335 915 107 113 1096 469 811 149 155 3326 129 462 281 314 127 283 176 116 913 432 592 374 170 3267 498 166 607 162 1446 777 174 58 484 225 258 6747 83 6402 1240 727 18083 277 1542 7447 10152 1774 3534 743 195 233 1855 514 211 1296 1246 10650 4609 18477 25116 16035 4273 473 7889 332 841 617 181 641 2221 4178 820 284 3198 2187
internal_value=0 -0.00109052 0.000979226 0.00273755 0.00630222 0.0034114 0.000387156 0.0152501 0.00751674 -0.00155072 0.0118065 -0.00279245 -0.00309231 0.0028332 -0.00381634 -0.00149007 -0.0022286 0.000143659 -0.00722012 -0.00604435 0.00501969 -0.00207665 0.00138359 -0.001281 0.00829995 0.0121629 0.00443651 -0.00228956 -0.00412747 0.01695 0.000285154 0.00253506 0.000534753 0.00426981 0.00928699 0.0125811 0.00762853 0.0091495 0.00601137 0.0218427 0.00811358 0.000637553 -0.00478084 0.0128177 0.0179731 0.0156036 -0.00700391 0.0178451 0.000521802 -0.00264358 0.0067631 0.0120515 0.00446015 0.0116021 0.0271942 0.00225135 0.00353443 -4.5855e-05 0.0103352 -0.00680462 -0.00749685 -0.00156974 0.00414224 -0.0057747 -0.00587758 -0.00774312 -0.00133476 0.0127508 0.000174811 0.00159042 0.00647889 0.00854019 1.40763e-05 -0.00199611 -0.00370571 0.000910511 0.00620888 0.0002056 0.00100324 0.00109383 -0.000371867 7.43931e-05 -0.000370949 0.00111973 0.0051063 0.00735292 0.0099522 0.00202325 -0.00561911 -0.00635777 -0.000694037 0.000896593 0.00215362 -0.00304927 -0.00120531 -1.11302e-05 0.0018625 0.00078801 0.00321427 -0.0023971 0.0106938 0.0129295 -0.00313303 0.0121577 0.000885314 0.00134196 0.00174188 0.00567949 0.00795261 0.000573563 0.0020932
internal_weight=0 1420.63 642.689 408.525 156.584 127.326 251.941 29.2582 48.5543 203.386 36.0644 777.939 766.411 80.7216 685.69 342.47 334.774 232.586 102.188 343.22 18.9702 234.164 123.751 53.8857 66.4373 46.3946 59.3274 60.8887 144.059 24.6787 11530.6 530.227 387.536 228.6 92.3153 73.6374 142.691 131.864 115.885 15.9787 104.445 44.1094 158.936 60.3355 36.8395 61.8708 129.794 55.0645 136.285 93.7127 42.5721 28.5383 29.1418 15.319 12.6019 181.193 106.376 75.2835 31.093 324.25 307.515 67.5371 16.7355 110.413 77.8805 71.5014 60.4301 10.4573 11000.4 1113.87 131.534 116.157 9886.54 852.968 549.72 162.406 86.8795 9033.57 3787.43 3767.59 1297.65 1239.25 5246.15 303.248 131.561 117.23 95.4387 618.391 387.314 368.561 4627.75 1124.08 855.466 268.618 3503.67 1754.42 2469.94 1383.69 1086.25 1749.25 103.82 88.031 35.3832 51.4963 982.338 929.212 895.604 197.33 162.388 698.274 481.604
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is_linear=0
shrinkage=0.0227381


Tree=692
num_leaves=112
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split_gain=4.36258 9.07249 9.46522 5.45579 5.23858 5.05253 4.73436 10.6114 7.054 7.38072 9.90699 10.8844 8.68623 7.68601 7.40771 6.73594 6.65104 6.476 6.78874 6.60915 5.79942 5.69786 5.19054 6.29033 5.02857 4.92317 10.8272 6.35732 9.08833 7.11521 9.39399 8.32604 7.96562 7.6063 8.21587 7.45199 6.76672 5.98444 5.88038 5.73654 5.12086 5.0707 5.54925 4.66103 4.62363 4.54421 4.43479 5.29988 6.04141 4.28871 4.26042 7.53443 5.46794 5.36014 4.65205 4.38465 6.50643 8.08142 8.84203 8.49327 8.19483 6.75011 11.4132 10.7822 6.34723 10.5665 8.43892 8.21414 6.81421 6.29164 6.16812 10.9829 6.11129 5.93001 7.87101 8.31392 7.68276 5.15174 5.11877 5.95053 4.97581 4.67035 4.38047 4.3465 5.16229 4.13041 4.08812 4.04097 3.95552 3.9064 3.9054 3.90474 6.71254 4.66647 3.87959 3.81264 3.78397 3.71154 3.66479 4.39868 3.6645 3.61008 3.57835 3.48845 3.4786 3.46978 3.43259 3.39536 3.32727 3.25602 3.14969
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decision_type=2 10 2 8 8 10 2 10 10 8 8 2 8 2 2 2 2 8 2 10 2 2 8 2 10 2 10 10 2 8 8 2 2 2 10 2 2 8 10 2 10 10 2 8 10 10 10 10 2 2 8 8 2 8 8 2 2 2 10 2 2 2 8 2 10 2 2 8 10 2 10 10 8 2 2 10 8 8 10 2 10 8 2 2 2 2 10 2 2 2 8 8 2 10 2 2 10 10 10 10 8 10 10 2 2 8 10 8 10 8 10
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is_linear=0
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is_linear=0
shrinkage=0.0227381


Tree=695
num_leaves=112
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decision_type=10 2 8 10 10 8 10 8 2 10 10 8 10 8 8 10 10 2 8 10 10 2 8 8 2 10 2 2 8 2 10 2 2 10 10 2 2 8 8 10 2 2 8 10 8 10 10 10 2 10 10 2 2 8 2 2 10 10 2 8 10 8 10 10 8 2 8 8 2 10 10 2 10 10 8 10 8 10 8 8 10 8 2 2 2 2 8 2 10 8 10 2 2 8 8 10 10 2 2 10 10 8 10 2 8 8 8 2 10 10 10
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internal_value=0 -0.00245964 -0.00832512 -0.000953446 0.0016977 -0.00460543 0.00420076 0.000137397 -0.00331267 0.00591384 0.000174505 0.0108178 -0.00687054 -0.0109053 -0.0112631 0.00151259 0.00402972 0.0123355 0.000155373 -0.00154697 -0.000552796 -0.00121517 0.00101122 0.0029984 0.00674973 -0.00351386 0.00886694 -0.00291989 -0.00676203 -0.00895349 0.000264537 0.00149909 -0.0010998 -0.00214863 0.00633922 0.00255822 0.00312863 0.00613685 0.00180048 0.00422817 0.00713178 -0.00318858 -0.000536848 -0.00516037 -0.00316618 0.00969487 8.24784e-05 0.00637683 -0.000812754 0.014366 3.52921e-05 0.000884987 0.00117116 0.00540221 -0.00348517 0.000863191 -0.000359173 -0.000268542 0.00157991 -0.000529958 0.00154602 0.00509946 -0.00570291 -0.00965045 0.000390538 -0.0100672 -0.00548278 0.0117517 -0.0112616 -0.0014138 0.0171124 -0.00917872 -0.0046026 0.00214376 -0.00563555 0.00399915 -0.00624972 -0.0091692 0.00174502 0.00909842 0.0134509 0.00995455 -0.0121355 0.0190064 0.0153072 0.0102059 0.00579611 0.0191097 -0.00152488 0.000515755 -0.0112699 -0.00758599 -0.0124848 0.0212387 0.00949869 0.000105118 -0.0109988 -0.00616557 0.00285741 0.00713187 -0.00347005 -0.00725505 0.000833228 0.00592285 0.00924785 0.00431632 -0.0151524 0.0148498 0.000505227 -0.0155296 0.0153574
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is_linear=0
shrinkage=0.0227381


Tree=696
num_leaves=59
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internal_weight=0 35.3404 11.7508 12906.4 47.6227 12858.8 154.55 90.7253 12704.2 63.8244 47.6775 23.4057 12680.8 1808.85 641.278 450.791 190.487 158.405 1167.58 1160.67 648.402 512.267 429.289 10872 1181.31 523.515 383.882 139.633 657.799 49.7828 608.016 9690.65 419.127 9271.52 637.169 99.6179 319.509 8634.35 32.0816 21.5026 85.6093 74.4442 63.4852 10.9896 36.6331 17.5243 10.959 31.644 17.1233 11.1651 23.5896 16.1469 16.0335 53.0647 20.2733 6.60252 9.63715 20.045
internal_count=200938 1216 412 199722 890 198832 2196 1471 196636 725 520 322 196314 29443 10524 7116 3408 2646 18919 18806 11658 7148 6824 166871 36067 16499 12689 3810 19568 1241 18327 130804 8053 122751 10637 1761 6292 112114 762 292 1387 1205 1011 187 703 301 194 348 228 182 804 205 172 895 231 215 192 666
is_linear=0
shrinkage=0.0227381


Tree=697
num_leaves=110
num_cat=0
split_feature=202 133 14 132 22 125 187 91 144 185 41 212 182 178 231 134 43 171 216 217 144 144 218 190 191 125 190 142 142 133 216 127 231 120 195 41 185 209 190 17 134 17 212 136 226 91 41 228 41 220 222 232 196 220 19 13 218 24 181 221 228 219 221 142 135 228 145 218 151 202 126 224 58 217 150 226 121 150 231 134 58 125 133 207 179 145 151 41 142 151 187 217 207 145 232 202 181 182 181 205 213 155 204 213 145 41 120 145 213
split_gain=5.64558 10.6563 4.91407 4.76039 5.29323 6.90382 5.48549 7.36434 4.96154 4.74408 10.7548 10.9455 7.92964 6.24874 6.04634 5.78337 9.41471 6.33259 5.43397 9.8783 6.45982 5.86175 5.6412 7.00427 15.6475 5.24453 5.2211 9.05716 9.60237 7.44879 7.58267 7.15281 7.55218 6.9057 6.74092 6.43976 8.2363 6.94875 6.38777 8.57158 7.2617 6.32818 6.91733 8.09976 7.23199 5.81539 6.87926 6.6838 6.55572 5.76784 6.66729 5.67907 5.49384 6.19995 5.4888 5.22636 5.16685 6.91892 6.27546 5.0309 4.96791 4.95383 4.75447 4.68207 4.66889 4.63543 4.45072 4.43697 5.14033 4.33937 4.77613 4.31379 4.22149 4.02043 4.00354 3.97571 4.3406 3.76553 3.59806 3.45932 3.42932 3.2714 3.21891 3.19031 3.18474 2.96893 2.9632 2.94091 2.67324 2.64202 2.62054 2.58436 2.5693 2.49427 2.49424 2.47055 2.4611 2.37647 2.35959 2.07375 1.84271 1.70053 1.65586 1.55456 1.26025 1.10503 0.990958 0.448486 0.339206
threshold=-0.10279379785060881 0.040726364613087755 0.0013045000000000003 0.075345426553768274 1.0000000180025095e-35 7.3579739904175225 12.837354651162793 1.0000000180025095e-35 -128.49999999999997 -1478.8889247104246 0.46596661045496474 0.016613516956567768 -282.18333333333328 0.085144927536231887 0.012675784062594177 0.050149572663237101 0.082750000000000004 204.50000000000003 -0.01030448731034994 -0.025229808874428269 -92.499999999999986 -56.499999999999993 -0.0098381894640624506 58.500000000000007 47.500000000000007 0.73785078713210139 42.500000000000007 -250.41666666666666 -1967.4166666666663 0.28796697868497728 0.036903660744428642 28291.163244288688 -0.0070060850121080867 7.499920455391023 11.818813131313133 0.13722749191501779 503.86405051150894 0.02602684032171965 41.500000000000007 -5064.4999999999991 0.18543791576510085 -12287.499999999998 0.01025923201814294 0.51669244656224855 -0.0036413773195818062 1.5000000000000002 0.61013349773813486 0.021881262771785263 0.79638790735610632 0.002775728353299201 0.0067613967694342145 0.0038861917564645414 0.97595522522520584 0.0075012613087892541 25.500000000000004 1.5000000000000002 -0.0073982221074402324 1.0000000180025095e-35 62775.250000000007 0.018302554264664653 -0.0059994743205606929 0.017969026230275634 -0.0098113794811069948 -1290.5773809523807 0.060461326601675698 0.00090628914767876278 835.53814037355664 0.0090977293439209479 705.50000000000011 0.16368729621171954 0.30056087146903615 -0.02066599857062101 0.98085000000000011 -0.022478309459984299 772.50000000000011 0.0011893034097738566 0.079252435334398921 -449.49999999999994 -0.0027584634954109784 0.25537905758465257 0.97395000000000009 1.8357289527720742 0.26113021210833914 -0.069578483700752244 0.94411047306984008 753.69753709001679 464.50000000000006 0.72021746751774673 -744.95454545454538 956.50000000000011 17.834699453551917 0.0091074164956808108 -0.04961095564067363 310.8455269703681 0.00049617371405474852 0.14833731949329379 123472.87500000001 -806.95833333333314 111350.47500000002 0.031226328574121002 0.0096435211598873156 13346.000000000002 0.016502568498253826 -0.01600453536957502 123.76085691842904 0.66344302748952833 1.5638554469248629 383.96803241688406 -1.0000000180025095e-35
decision_type=2 8 2 8 2 2 8 10 10 8 8 2 10 10 2 10 8 10 2 2 10 10 2 10 10 2 10 10 8 8 2 2 2 2 8 10 10 2 10 2 8 2 2 8 2 10 10 2 10 2 2 2 10 2 8 2 2 2 10 2 2 2 2 8 10 2 8 2 8 2 2 2 10 2 8 2 10 8 2 8 10 2 8 2 10 8 10 8 8 8 10 2 2 10 2 2 10 10 10 2 2 8 2 2 8 10 2 10 2
left_child=1 63 89 66 6 8 74 102 100 10 11 12 14 61 15 17 -17 -4 20 60 69 -22 75 24 -24 -15 38 28 45 31 33 34 -33 -31 -30 78 84 59 41 64 -41 42 43 -11 -45 47 97 83 -48 50 -44 -32 56 54 -54 73 58 -58 -43 -38 82 77 -25 -1 -40 -65 -3 68 -62 70 71 -12 -51 -42 81 95 -77 92 -29 -66 -79 101 -20 -28 106 -7 -27 88 90 96 -9 107 -13 -72 -16 -21 -2 -47 -76 -83 -6 -5 -8 -88 -101 -81 -37 -14 -91
right_child=2 3 9 4 5 85 7 87 -10 26 18 13 91 25 94 16 -18 -19 19 22 21 -23 23 62 -26 86 27 35 29 30 51 32 -34 -35 -36 36 37 -39 39 40 55 52 49 44 -46 46 48 -49 -50 72 -52 -53 53 -55 -56 -57 57 -59 -60 -61 67 -63 -64 65 79 -67 -68 -69 -70 -71 93 -73 -74 -75 98 76 -78 80 -80 105 -82 99 -84 -85 -86 -87 103 -89 -90 108 -92 -93 -94 -95 -96 -97 -98 -99 -100 104 -102 -103 -104 -105 -106 -107 -108 -109 -110
leaf_value=-0.0049108578927153108 -0.0064951287157838707 -0.0052899993565243969 0.0050791773725182114 0.004729927665947594 -0.012759716332893719 0.017386289925152877 0.0012702273545082694 0.020323011363673461 0.0070245013610982154 -0.00846786827737144 0.0014465706957839017 0.0030175087999375428 -0.013525816230834518 0.0041045370959498333 0.0025634065459742678 -0.0020359440362927262 0.015343499406785527 -0.0085342265586012302 -0.0090390731675675396 -0.014628913705722923 0.016052293865171589 -0.0062934222605109781 -0.001795263500496608 0.0022879046422148992 0.019579176239350484 0.0010499625220059146 0.0029133816657698885 -0.0052346931795861822 -0.001364310852818727 -0.0034962740398326018 -0.00032373320971962029 0.0025995475800499857 -0.0072251433865140723 0.0036909160507417739 0.001748742276067851 -0.0032414651690746694 -0.0092850765882568874 0.010657008487683804 0.0065279738779204528 -0.0024256584951412637 4.0700788949356806e-05 -0.00023038650392984562 0.0098645022096004037 0.0013061395049290146 0.013684153228195023 -0.010661532680301174 0.014387834667134676 0.0080209144934577752 -0.0069104755692767387 -0.011746603216113254 -0.0075220007329043249 0.014280453793432419 -0.0022261915156072207 -0.0029890452083268463 0.01246749711578181 -0.00204822292168097 0.00039105428150052374 -0.0015234449335072983 0.0018730504525211458 0.0059323814969025846 -0.0011697237996339043 0.011687291757112863 -0.012812499062722082 0.020669532784105597 0.0047856585195299025 -0.00081103522366220051 0.013686022833166679 -0.0019880016443617615 0.021028488762566813 0.0039020935448384792 0.0092625828319709055 -0.013380388299821494 0.0054388178584075381 0.020772863670249147 -0.0075343401462315456 0.009101064015018933 -0.0057774476885909922 -0.0037116424457778962 0.0082035280398704367 -0.012485757681089678 0.011572411322021071 0.00015823212121498278 0.0060516330682599886 -0.011850549336265684 -0.00053398426249407079 -0.0014830851460057839 -0.003102545301539552 -0.0038073563609783067 -0.0013036455703202227 -0.0026217362967979317 -0.00036844039108212425 0.0020428806244778596 -0.010551689431161759 -0.0050307564634390926 -0.0087662788018614737 0.0017972666821154625 0.0064612004606397636 0.0022502139081318727 0.0045027281291234247 -0.00085649785225206732 0.0010940278709897196 -0.0065443280403021976 -0.012384705969451343 -0.01487880018790144 -0.018695635650146689 0.00030073312472997176 -0.016756722993895034 -0.0024366149405792284 -0.014204500289540789
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leaf_count=107 95 109 1201 91 321 112 105 121 91 106 201 60 80 119 157 281 816 154 259 1044 86 113 3214 314 363 88 77 92 8727 7696 368 1027 2035 844 25270 92 337 92 154 133 71 16035 483 957 1492 287 378 111 181 508 225 157 93 152 282 73 57995 22059 28427 72 167 131 806 146 67 136 68 161 284 96 116 2366 100 442 127 118 967 101 151 286 82 89 83 2061 142 119 122 117 99 93 95 102 273 213 180 56 89 117 161 62 87 133 393 400 1128 137 527 92 127
internal_value=0 -0.00383308 0.000155415 -0.00584375 -0.00693787 0.000748045 -0.00916093 -0.00123501 -0.00546189 0.000179914 -0.00153274 0.00130269 0.00394199 -0.00430399 0.00528477 0.00662158 0.0112652 0.00320594 -0.00401094 -0.00218955 -0.00786845 0.00640508 -0.00390744 -0.0013974 0.0013039 -0.00840798 0.000292164 -0.000496396 -0.00022949 4.80269e-05 -0.00200005 0.000689955 -0.00379076 -0.00266195 0.00105666 -0.00601423 -0.00830367 -0.00120177 0.00057807 0.00631949 0.0114601 0.000512026 0.00470797 0.00781408 0.00956712 -0.00609274 0.000889956 -0.00914284 0.00872322 -0.00144561 0.0043027 0.00616745 0.000421855 0.0058154 0.0093041 0.0154145 0.000359646 -7.34348e-05 0.00109105 -0.00554202 0.0073116 0.00181785 -0.00872806 0.0095975 -0.00199207 0.0141662 0.00573509 0.0118542 0.0159767 -0.00937062 -0.0105317 -0.011925 -0.00826103 0.0181522 -0.012223 -0.00857303 -0.00273107 -0.00234654 0.00321351 -0.00720889 0.00478829 -0.0146403 -0.00295664 -0.0107766 -0.0134652 0.0119797 -0.0108758 0.00728365 0.0111636 -0.00792745 0.0155526 -0.00698412 -0.00726539 0.00296752 -0.0039672 -0.0131449 0.000217082 -0.00690667 -0.00150319 -0.0168133 -0.0101113 -0.00181972 -0.00982521 -0.0126954 -0.0178606 -0.0107071 -0.0154002 -0.0109534 -0.0121807
internal_weight=0 177.565 12760.2 158.669 148.12 34.5098 113.61 35.0234 25.0671 12730 776.328 363.97 249.21 114.76 225.889 199.508 76.1793 123.328 412.358 289.26 123.098 9.04872 249.255 169.332 128.901 66.7806 11953.7 3179.08 3040.94 2911.65 690.477 2221.18 161.955 644.078 2059.22 138.137 111.368 51.3354 8774.58 90.5267 53.9204 8684.05 173.429 113.712 105.861 129.286 41.1555 88.1305 20.0201 59.7172 34.114 46.3993 8510.62 87.9738 62.6585 41.2323 8422.65 5295.06 3127.59 40.9343 40.0046 47.979 40.4308 18.8963 36.6062 14.5255 10.5494 26.8144 19.6398 114.05 106.508 97.453 25.6032 35.3509 78.5865 79.9234 41.1183 38.3507 26.7693 23.5255 15.7428 61.5597 13.1902 83.393 60.0328 9.44269 56.7191 18.2413 13.4725 30.1755 8.39096 23.3208 22.6079 9.05541 26.3814 38.8051 13.1512 21.1354 17.0268 50.3478 19.4579 11.2119 16.7821 48.7299 46.9973 18.9285 50.79 14.9241 17.0244
internal_count=201005 4017 196988 3628 3451 730 2721 930 499 196584 15466 4439 3063 1376 2789 2452 1097 1355 11027 7836 3191 199 6882 4697 3577 729 181118 50841 49336 46124 9065 37059 3062 8540 33997 1505 1262 501 130277 1363 719 128914 3871 2555 2449 3212 963 2249 559 1316 708 525 125043 527 375 586 124516 80054 44462 409 954 647 1120 389 644 282 177 612 451 2992 2896 2567 608 513 1791 2185 1085 516 243 490 183 1503 342 2138 761 231 610 432 315 404 216 274 333 329 337 1100 184 404 288 1279 408 224 498 522 1190 423 619 172 220
is_linear=0
shrinkage=0.0227381


Tree=698
num_leaves=91
num_cat=0
split_feature=231 185 211 178 226 142 220 165 128 39 208 93 93 7 170 138 165 17 186 181 177 212 18 232 182 187 219 19 14 134 179 185 204 39 233 26 149 60 198 93 143 184 39 123 204 187 226 144 223 66 150 221 213 19 209 229 127 151 128 150 182 39 44 229 184 181 151 151 7 184 211 222 15 58 211 143 42 120 149 7 143 230 151 6 157 188 182 144 182 156
split_gain=4.44343 7.30449 8.54053 10.5227 6.1137 6.59604 9.15697 6.06424 5.28805 4.32664 7.50339 7.71118 5.63699 4.29997 5.02189 4.11255 9.10311 6.58364 7.00739 4.17783 9.35756 10.0227 8.76717 8.30578 8.59975 6.97982 6.72138 9.27103 6.28325 6.11442 4.93787 7.92187 8.17128 9.27192 7.57636 6.50686 7.88775 7.87629 5.90411 5.96554 10.3053 8.29521 8.2699 7.96016 7.03542 5.82577 5.66877 4.93426 4.34194 4.26918 4.13544 5.47968 4.56272 6.44794 5.09957 4.03876 3.93135 3.75462 3.73162 4.22577 3.52645 3.50897 3.45337 3.9865 4.00148 3.38179 3.06107 4.93923 3.037 3.01352 2.72577 2.70507 2.55842 2.32728 2.18253 2.13532 1.88053 1.84166 1.79838 1.73724 1.72503 1.59964 1.31766 1.2298 1.20402 1.06815 0.974563 0.78257 0.66735 0.33726
threshold=0.024212659336626533 247.39059174696274 -0.029362661764025685 0.21240601503759401 0.0097255515865981596 -910.96428571428567 0.0022698040120303635 0.36515151515151517 52927.650000000009 0.075907666333906956 0.015774860046803955 -80.499999999999986 -684.49999999999989 50006.250000000007 19.577380952380956 9.5000000000000018 0.49137931034482768 -2603.4999999999995 20049.952500000003 39286.125000000007 0.73798627002288331 0.012302214279770853 -4930.4999999999991 0.0012816763482987883 -473.22499999999997 10.222813238770687 0.023587102070450786 25.500000000000004 0.0051140000000000014 0.37412356266059554 0.76586987028146203 -24426.458012422354 0.079656567424535765 0.6045157293170208 0.010262215510010721 10.500000000000002 -843.10989010988999 0.032650000000000005 0.49794158888423179 -1.4999999999999998 -2887.4999999999995 81154.852500000023 0.47176413420325702 0.83472372381650939 0.071756012737751021 12.929802955665027 -0.011525950394570826 -92.499999999999986 -0.00077585360850207497 0.069350000000000009 335.50000000000006 0.005720454966649414 0.0028115675086155538 1.0000000180025095e-35 -0.044678898528218262 0.01652792934328318 11777.092144391978 650.50000000000011 30003.000000000004 -2328.4999999999995 -272.9444444444444 0.67759235585532485 0.99725000000000008 -0.010136246681213377 391320.93750000006 125625.75000000001 1637.5000000000002 797.50000000000011 15752.250000000002 169441.87500000003 0.00116536021232605 -0.0067008789628744117 -13640.499999999998 0.98385000000000011 0.019823869690299038 -757.49999999999989 0.22605000000000003 5.9828223221998007 -762.47222222222206 13403.250000000002 -2592.4999999999995 0.0090020736679434794 1539.5000000000002 270022.50000000006 95954.490000000005 0.93360881542699736 -854.31666666666649 -625.49999999999989 -726.47727272727263 242892.90000000002
decision_type=2 10 2 10 2 10 2 8 10 8 2 10 10 10 8 2 10 2 10 8 10 2 2 2 10 10 2 8 2 10 8 10 2 10 2 2 10 10 10 10 8 10 8 10 2 8 2 10 2 8 10 2 2 10 2 2 2 10 10 8 8 8 8 2 10 8 8 10 10 10 2 2 2 8 2 10 8 2 8 8 8 2 8 2 10 10 10 10 10 10
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internal_weight=0 2299.95 1496.2 1326.44 10627.6 803.747 122.772 680.975 102.726 653.213 553.374 227.769 95.7833 77.7306 67.1742 325.605 187.761 107.11 78.7706 350.948 52.9685 27.7621 10560.4 243.091 975.488 34.6186 940.869 456.367 215.43 484.502 297.999 89.6957 208.304 186.503 10529.5 96.7046 45.2042 40.9192 240.937 122.827 118.11 169.769 120.795 92.7413 190.664 196.104 48.031 10432.8 3251.68 1754.29 455.7 1298.59 150.493 158.247 1497.39 289.506 269.194 1148.1 1207.88 7181.08 5465.33 1715.75 67.5483 103.158 5362.17 1654.97 3707.2 297.453 1648.21 364.709 1283.5 958.226 249.657 87.1457 137.845 33.091 107.857 67.0816 80.6507 28.7273 25.8022 99.8385 104.754 176.128 13.1055 67.9772 62.6925 131.986 184.117 20.7304 56.8167 84.2026 78.9182 63.1331 58.1587 23.9554 11.7357 122.281 28.0541 19.6118 16.7432 48.9738 30.8666 52.4268 38.0567 57.9529 163.387 22.848 10.5438 10.654 68.9718
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is_linear=0
shrinkage=0.0227381


Tree=700
num_leaves=112
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split_gain=4.40021 6.71681 7.81843 10.6472 8.7304 6.85514 6.5687 6.58576 8.11803 7.74395 7.35913 7.00555 6.95891 9.10071 6.31867 6.23605 7.2043 6.58489 10.1062 8.3194 5.96494 10.0416 6.70238 5.78112 5.61082 7.7392 5.50344 5.43136 7.24577 8.16187 7.11343 8.31653 9.21638 8.26467 8.47774 7.9692 8.15384 8.50151 7.64565 9.62711 7.44962 7.75226 7.19676 7.65927 11.3973 7.35327 6.99561 6.9568 7.19428 6.73061 7.07351 6.54097 7.26454 6.54018 6.4125 6.38603 6.36917 6.36732 6.45069 5.9972 5.97396 6.52642 5.9698 6.50495 5.80392 5.50162 8.24189 6.11517 5.4342 5.36649 5.75069 5.32781 5.22669 5.1219 5.07877 5.06803 6.60494 5.005 4.97328 6.16325 6.16274 8.64851 7.11739 5.81709 11.1562 12.5829 8.00867 7.60159 7.50663 5.72904 10.7004 9.15882 8.24165 6.37782 8.308 6.79251 5.62037 4.98234 4.97123 4.95535 4.92484 4.90593 4.89076 4.88812 4.81045 4.80509 4.78018 5.48842 4.72417 4.65904 4.54513
threshold=1.0000000180025095e-35 -0.081206154078245149 0.013755928259342911 9.7085355987055042 1194475.4100000004 0.00025885280832762587 0.35984540689734451 0.002221463131718338 -0.0036109080538153644 -720.95454545454538 -0.020545426756143566 0.025768813677132133 -3343.4999999999995 -0.0025406212080270048 0.0018500000000000003 230990.41125000003 -0.0065193166956305495 0.048273256214309349 0.049999702382731791 0.20900441545169543 190688.25000000003 140855.42250000002 -0.018502235412597653 0.029063049703836445 -0.018165561370551583 0.069914750046030566 0.80075000000000018 16.658813747228386 15.789898132427846 0.00067691592266783129 0.019789263606071476 0.18750000000000003 0.87236856415835018 9.5000000000000018 0.010665694251656534 -0.053605778142809861 -3699.4999999999995 -138.49999999999997 0.88963740553176562 741766.50000000012 0.013415251392871143 0.90758420489236902 0.39009661835748799 0.037250000000000005 179732.53125000003 544495.50000000012 6.5000000000000009 17.609225874867448 -1058.2071428571428 0.9543142080826118 0.023120115511119369 0.011233116034418346 0.76644997158369244 -1366.3205128205125 -1059.3666666666666 0.029335981883426187 0.92661212095378054 0.37721144326624906 0.0026332243578508501 0.043556086719036109 7.5000000000000009 0.013390846084803345 0.033100000000000011 0.031396777653551637 46.500000000000007 -4459.4999999999991 0.011044432874768974 0.17376975628909799 30781.147500000003 -1437.7321428571427 0.014650000000000002 0.15015000000000003 0.0018407745519652965 47269.500000000007 0.99759002410099062 -30.499999999999996 0.023350948358186564 450002.25000000006 0.93168991874447882 -405.63333333333327 -0.019367287866771218 0.18555000000000002 435.02250000000009 -607.49999999999989 0.73592184852148013 -0.012570593971759079 0.013626033440232279 -866.64583333333314 48.500000000000007 166271.40000000002 0.76705426356589157 8.5000000000000018 0.007941794581711294 0.0077893049456179151 0.99999641231237979 21.500000000000004 0.099866326898336424 24.500000000000004 8.5000000000000018 110646.11094360903 3.5000000000000004 0.0091154994443058985 -1904.8749999999998 0.018963253125548366 6.5000000000000009 -0.0037712116027250882 120160.87500000001 -0.0015820812550373373 -455.93749999999994 0.065167358432901959 61.500000000000007
decision_type=10 2 2 8 8 10 2 2 2 10 2 2 2 2 10 10 2 10 8 10 10 8 2 2 2 8 8 10 10 2 2 10 8 8 2 2 2 10 8 10 2 10 10 8 10 2 2 10 8 10 2 2 8 8 10 10 8 8 2 2 10 2 10 10 10 2 2 2 10 8 10 10 2 10 10 10 10 8 2 10 2 8 8 8 8 2 2 8 10 10 8 2 2 2 8 8 2 8 8 8 2 2 10 2 10 2 8 2 8 8 10
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is_linear=0
shrinkage=0.0227381


Tree=701
num_leaves=112
num_cat=0
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decision_type=8 2 10 8 2 10 10 2 10 2 2 2 2 8 10 2 8 10 10 2 8 2 10 8 10 10 2 2 8 2 8 2 2 2 8 8 2 10 2 2 8 10 10 10 2 2 2 10 2 8 8 8 10 10 2 10 2 2 8 10 2 2 10 10 2 2 8 8 8 2 10 8 2 8 10 8 2 2 10 2 2 8 2 10 2 10 2 2 8 2 10 2 2 2 8 10 10 10 10 10 2 10 10 2 2 8 2 8 10 2 2
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leaf_count=753 270 89 188 1539 81 73 483 4224 811 171 302 704 240 385 110 275 112 330 240 224 205 111 238 215 178 243 164 97 166 158 2280 92 58 166 214 2389 948 567 4722 2352 4681 4619 1057 737 10507 6313 650 2517 7388 147 69 764 4573 2524 586 250 2329 282 27558 8290 14153 590 268 238 179 49525 499 503 5122 253 168 94 584 1413 114 128 367 226 92 426 635 1227 98 151 94 278 677 404 1230 433 414 2186 1264 230 144 126 192 98 88 183 100 347 125 178 441 282 350 697 115 171 428
internal_value=0 8.09363e-06 -0.00155442 -0.00265277 -0.00351119 0.00242761 -0.00452001 -0.00524185 -0.000885352 0.00547849 -0.00353414 0.00223786 0.00453441 0.00234791 0.00416233 0.00762113 0.0138256 -0.00218891 0.000798654 -0.00151543 0.00849 0.00526031 0.0080219 0.0120775 0.0103235 0.00368185 0.00836136 0.0152543 0.0030531 -0.00868203 0.000151361 0.00375197 9.03559e-05 -0.000437376 0.000597177 0.000304847 -0.000272771 0.00368833 0.00203537 0.00333284 0.000284305 0.00555427 -1.50355e-05 -0.00171611 -0.00130411 0.00118673 -0.00290847 0.000512538 -0.00243993 0.00248077 0.00320835 0.00389711 0.00506575 0.00581762 0.00466996 0.00657403 0.0057902 -0.00541111 -0.000618756 0.001627 -0.00108255 -0.00267901 -0.00367761 0.00925022 0.00022945 9.12813e-05 0.00749626 -0.000906199 0.000532201 0.00353981 -0.00329061 0.000110983 -0.00432365 0.00285398 0.00600179 0.0125108 0.00284815 0.00537889 0.00810951 0.0126337 -0.00647932 0.000424759 -0.00260459 0.00493842 0.0158905 -0.00539746 0.0104752 -0.00683212 -0.00625816 -0.00629234 -0.00683627 -0.00794434 -0.00170399 -0.00429769 -0.00965209 -0.00871659 0.0138569 -0.00390189 -0.00735293 -0.00280669 0.0037989 0.0189892 0.00711646 0.00456073 0.0187053 0.0177477 -0.00702584 -0.0125278 -0.00614165 -0.00468363 -0.00845426
internal_weight=0 12940.1 1079.71 848.536 761.932 231.177 649.754 603.027 165.153 153.383 77.7945 112.177 86.6046 120.988 46.7272 69.4507 31.7499 43.9166 37.7008 34.0434 109.466 87.3833 69.6914 54.2563 96.5016 47.5176 35.8633 48.9839 39.5344 44.1647 11860.4 188.933 11671.4 5718.33 5953.1 5362.37 4025.85 316.719 1336.52 926.647 394.695 531.952 4729.54 1115.01 1082.54 424.977 657.558 3614.53 988.797 143.315 590.731 556.319 474.051 445.877 221.934 183.236 247.839 28.1739 3709.13 631.196 3077.93 82.2679 68.8805 58.4574 3392.6 3337.84 54.7573 409.868 329.149 42.2776 845.482 198.739 646.742 146.089 149.373 40.4242 108.949 87.7113 74.0472 46.9214 34.4121 120.238 84.8576 26.906 33.2326 526.504 63.9024 52.6501 80.7198 57.9516 437.875 356.247 81.6271 39.5603 38.2601 39.9902 12.6838 38.6976 22.9906 26.5023 16.7878 28.2977 22.9041 25.6205 38.7842 25.7309 24.7937 32.189 21.2374 17.6919 28.2341
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is_linear=0
shrinkage=0.0227381


Tree=702
num_leaves=89
num_cat=0
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split_gain=5.14702 6.77837 5.76892 4.73075 8.29773 4.08267 8.01485 7.63761 9.73919 7.37987 6.81702 6.07576 5.81755 7.03671 5.57795 6.27876 4.96395 7.88341 5.53976 6.52301 5.11295 4.95687 8.1668 7.23946 7.80068 10.4675 9.53126 10.2271 8.67161 7.77215 8.24174 6.8417 8.99503 6.74847 6.66694 9.58239 9.1699 7.83982 9.48406 7.90545 7.20993 6.64383 6.38175 6.35798 5.64159 12.6784 8.87015 7.50192 6.49354 9.0078 6.94871 4.90206 5.06097 5.03317 6.28232 5.244 4.53153 4.43124 4.413 4.59758 4.14832 3.66102 3.99872 3.59806 3.58986 3.3737 3.23836 3.2317 3.14064 3.08849 3.06164 3.06137 3.02292 2.93027 2.89331 2.68527 2.3243 2.27746 2.22915 1.55975 1.48099 1.26368 1.18573 0.829109 0.753217 0.408641 0.342187 0.316048
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decision_type=8 8 2 10 2 2 2 10 2 2 2 10 2 2 8 8 2 8 10 2 10 2 2 10 10 10 10 8 2 10 8 2 10 2 2 10 2 10 2 2 10 8 10 2 10 2 2 2 8 2 2 2 2 2 8 2 10 2 2 2 2 2 10 2 2 2 8 10 8 8 8 10 2 8 8 2 2 10 10 8 2 10 2 2 2 10 2 10
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internal_weight=0 3384.91 515.142 472.056 146.864 2869.77 1004.23 1865.54 429.741 399.019 287.473 342.293 56.7268 221.464 148.609 72.8545 50.3961 245.175 108.755 325.193 1435.8 1030.99 66.6017 136.42 43.0859 28.8091 716.754 131.475 585.279 211.67 373.609 361.604 41.625 214.578 97.1172 66.5399 964.384 460.482 103.163 503.902 339.108 404.814 357.319 225.562 108.501 73.88 9541.69 164.795 66.0089 80.3239 42.435 90.6946 56.9548 42.1552 9532.58 74.1741 9458.41 269.365 254.018 147.406 86.7409 60.6648 106.612 179.252 95.6309 83.621 27.9115 297.628 130.196 147.026 9189.04 734.984 93.1981 641.786 584.309 529.173 79.6313 57.4764 37.9288 55.1365 43.6645 35.9668 117.061 30.7217 8454.06 82.8532 57.9874 8371.21 6159.8 926.801 5233 2211.4 1300.64 910.765 119.816 25.3376 13.7277 60.2006 40.8723 77.1619 67.7194 35.9347 170.045 38.9147 131.13 26.7225 37.0364 31.9288 274.625 254.194 209.973
internal_count=201044 46813 8746 7720 2356 38067 11362 26705 5893 4949 3193 4331 618 2323 1577 746 449 3410 1601 5364 20812 13363 523 1809 1026 628 8169 1413 6756 2419 4337 4203 485 2341 921 1027 12840 6013 1422 6827 4891 7449 4591 4474 2892 2276 154231 1936 870 1329 736 850 595 429 153587 4393 149194 3285 3125 1720 1066 654 1405 2975 1605 1370 400 4853 1402 1862 145909 10190 1020 9170 8338 7663 873 832 492 675 486 387 1582 944 135719 1036 783 134683 98136 16562 81574 36547 20170 16377 1273 1426 696 1066 476 696 1205 450 1934 383 1551 767 248 394 4545 4158 3439
is_linear=0
shrinkage=0.0227381


Tree=704
num_leaves=112
num_cat=0
split_feature=149 9 93 149 174 67 215 57 132 206 189 224 152 222 229 150 194 118 176 215 53 65 215 93 192 40 232 135 150 157 204 136 132 18 8 213 216 93 186 213 227 80 216 211 26 18 135 214 26 86 179 149 224 4 42 30 131 120 222 209 6 217 8 130 220 8 6 132 177 211 215 76 16 7 171 179 117 7 205 232 67 9 170 156 229 204 219 130 219 229 79 219 152 229 206 220 17 211 19 215 179 186 123 128 184 149 218 149 132 184 180
split_gain=5.13858 9.44323 10.6466 8.98442 8.81867 8.40866 8.72475 7.99884 8.59626 12.6146 9.13561 9.19853 10.1673 8.88648 8.95386 8.02368 7.92326 9.12276 7.87404 7.69781 7.67821 11.1161 7.53702 7.37764 8.49165 7.37458 6.75631 6.56749 7.52251 6.37203 6.22495 6.94635 6.20143 11.9147 7.91826 6.17684 6.15369 6.11027 6.01071 5.93232 5.84292 5.66068 9.34691 5.53341 5.3448 5.31068 9.0123 8.78039 8.43519 7.64835 6.9525 6.55238 9.59533 7.7726 6.52968 6.33433 6.3297 6.81826 7.09724 6.19818 5.70618 8.00848 7.97527 9.67033 9.66986 6.74802 11.3946 8.19868 7.73785 7.0999 9.31958 6.54633 7.71923 6.37856 7.39611 6.15311 6.06548 7.94856 7.84159 5.90427 5.89644 7.43255 6.08407 5.43492 5.37571 6.70898 5.71981 5.28939 5.28742 5.98898 5.25533 5.24558 8.53857 6.12412 9.66227 5.23629 5.89486 5.20369 5.1712 5.16514 5.13823 5.13104 6.5631 8.81886 6.52736 9.97183 5.584 5.24556 5.01301 4.93342 9.03842
threshold=-752.92857142857133 1.5000000000000002 -2085.4999999999995 -1516.0555555555554 11.500000000000002 0.12015000000000002 -0.00047993488260544831 0.078050000000000022 0.20152728309547183 -0.0063646198250353328 0.38972044904248299 -0.0088631208054721338 223743.60000000003 0.017337078228592876 0.0038681331789121036 -2220.4999999999995 0.080178571428571446 1.0000000180025095e-35 6.5000000000000009 -0.014329767320305107 0.070250000000000021 0.12555000000000002 -0.01001914171501994 -393.49999999999994 0.012579113924050636 0.68613994771959663 0.0070842597633600244 0.4923777626935944 -2453.4999999999995 573410.16000000015 0.014802383724600078 2.9873890687340077 0.26880350089325161 -1638.4999999999998 796551.75000000012 -0.037013342604041093 -0.020816450007259842 -2.4999999999999996 24680.520000000004 0.027843709103763107 -0.0048164455220103255 0.065200000000000022 0.0098676364868879336 0.0089615434408187884 5.5000000000000009 -434.49999999999994 0.33475072267277822 0.055451307445764549 10.500000000000002 0.096350000000000005 0.55555086010062671 1070.5277777777781 0.012202733661979439 1.5000000000000002 0.084550000000000014 1.0000000180025095e-35 0.26481006917879041 3.2298522824146079 0.004100488033145667 0.018283495679497722 1256474.2500000002 0.033820141106843955 1352250.0000000002 0.60853125675140596 -0.0099290171638131124 675191.25000000012 814270.50000000012 0.18676135087548448 0.54006410256410264 0.025638496503233913 -0.013273124117404221 0.077600000000000016 -483.49999999999994 53853.750000000007 72.500000000000014 0.9426093809334356 1.0000000180025095e-35 44667.000000000007 0.052314732223749168 -0.0084646050818264467 0.057250000000000002 5.5000000000000009 39.610344827586211 769727.25000000012 -0.010470638051629065 -0.021205228753387925 0.0029685205081477766 0.48013089129350434 0.00017988424224313351 -0.0027288729324936862 0.10585000000000001 -0.0099808815866708738 63520.61538461539 -0.012752036564052103 -0.029492392204701897 -0.0093960217200219614 -6313.4999999999991 -0.031778266653418534 9.5000000000000018 -0.018228561617434021 0.96833386634505458 5955.232500000001 0.99999851894022751 78769.125000000015 205605.63750000004 -211.47727272727272 -0.035713259130716317 537.04545454545462 0.050296453056122008 205605.63750000004 9073.8150000000005
decision_type=8 2 10 10 10 8 2 8 10 2 8 2 10 2 2 10 10 10 10 2 10 8 2 10 10 10 2 8 10 10 2 10 10 2 8 2 2 10 10 2 2 8 2 2 2 2 10 2 2 8 10 8 2 2 10 2 10 2 2 2 2 2 8 8 2 10 2 10 10 2 2 10 2 10 10 10 8 10 2 2 8 2 8 8 2 2 2 10 2 2 10 2 10 2 2 2 2 2 8 2 10 8 10 10 10 8 2 10 8 10 10
left_child=1 2 -1 18 7 16 22 20 10 26 11 12 35 25 -15 40 17 29 -4 -14 27 -22 23 24 -7 -13 36 28 -3 -5 31 -30 45 37 44 -9 -10 -34 43 -38 -11 -29 -43 -6 -35 60 47 51 49 -48 -51 56 53 55 -49 -53 57 58 -47 -54 65 62 64 71 76 73 101 69 79 70 -68 72 -64 109 97 -71 77 -62 -78 -69 82 -82 -66 -70 85 -58 -86 -76 -8 -90 -73 92 -12 -93 -95 -45 -97 -75 -46 -99 -52 104 106 -104 107 -106 -103 -67 -98 110 -2
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leaf_value=-0.0079042172182653518 0.00023251503117976196 -0.005726436443862672 -0.0061620903849455635 0.023711816340298331 -0.01020840153877192 -0.011373826386866214 -0.0067067855680901615 0.005257868083639732 -0.002983672157037437 -0.0049886824092114689 0.010391201658467707 0.0015863791477142937 -0.0081037702384180871 0.00085586091260486988 0.016245889726170946 -0.0076939377078144491 -0.0045895234339667444 -0.0016233894989326147 0.010248260820342124 0.0097141512357615256 -0.011162566701457781 0.0078642274716746365 0.018890558683750659 0.011780901798673962 0.010451174254524607 -0.0069258098569070546 -0.0020460641131891076 -0.012694559817389371 0.0039008111102502995 -0.0011229762286322957 0.010739249763968341 -0.010301497154595367 -0.011584851331143212 -0.0035491387181037265 -0.0069769735205385108 -0.0069237551916114136 0.029679605445232047 0.0057213422549578785 0.0062047832660331479 -0.0023879128807204096 0.015270145441507921 -0.0089228368488540183 0.015394450068731901 -0.0087346354272335152 -0.003848865563192143 -0.0052928824796672561 9.0725351011131114e-05 -0.012459512404294017 -0.0016096724408157146 -0.0022984908283119115 0.03153113251879882 0.0078188414050550485 0.015685344087817701 0.011723362587946961 0.0048450579556234248 -0.0012826311181852043 -0.0076175399986811009 0.0061514958238946893 0.0054436127835661551 -0.00053471680031746851 0.0085601355801216139 -0.0062480264081589366 0.0099261208513329018 -0.011832546637477254 0.006236938139671324 -0.014812564470151144 0.001397427645149964 -0.0019962208516959806 -0.0060486130292414907 0.0043943856973869162 -0.0036371544753564457 -0.0077637247764684976 -0.0053460232329276547 -0.0051649097764657993 -0.0081874557869617715 -0.0026927403700514802 0.017400429083627579 -0.0033636307509258053 -0.0044995036517905245 0.025325410266595468 -0.0070682282684025027 0.0054883684657970758 -0.013124085045290074 0.010233792614401089 -0.0089355515894679292 0.0078487746384776607 0.0014729212829540986 0.0070601654017004621 -0.004590614730807796 0.012277851744226376 0.0071492455427296228 -0.002583321342432319 -0.0063496578167688469 -0.0014366884271765793 0.014364085018203578 -0.006446792669143042 -0.0055971803168418672 -0.003814870969688976 0.023796479171118077 0.013248021224831555 0.0035874394677543882 0.0059173092361466968 0.0080495428173038182 -0.010366476487273681 0.010848274398679331 -0.0081271178770143081 -0.010585013471681844 -0.00094267597193056741 0.014735921035885282 0.00073077787857790319 -0.0015384560229566835
leaf_weight=22.669845193624496 3339.5260701880325 40.226182132959366 42.405526492744684 41.015860823681578 74.024510122369975 18.081480747554455 33.328962733503431 18.014093148522079 2.3301473520696225 6.0678946366533664 16.462430576793849 528.39353466033936 9.8435704158619028 39.081859482452273 32.641344422474504 21.462019404396415 5.9677931144833556 9.4473236461635661 13.006081517785786 38.01918676123023 71.79504332318902 13.252298438921569 21.86882099788636 17.707132576033473 6.1810221257619551 49.822643706575036 4.9765463816002002 24.773951735813171 71.094700160436332 5.1391955483704796 45.414257320575416 14.369237970560787 70.710994271561503 3.8561235330998924 7.8624419474508604 177.32700945436954 16.933561913669113 6.9037175197154275 14.777333863079546 2.0032197413966051 13.007091403938828 9.9088645856827515 6.2657841495238236 14.219898061826823 1.7056302570272208 81.161452910630032 12.167871086858211 32.500630023889244 20.467627560719848 3.9803636258002397 11.907894833479078 40.086775367613882 40.854069506749511 27.816427158657461 10.254846391268073 202.30157650634646 14.488372342661021 101.63716016337276 41.13686602935195 15.426459753885863 85.270348333753645 46.28804075717926 51.077593554276973 26.93066443502903 6.0834183655679253 72.71094541833736 259.57705685123801 3.9079634491354227 18.544336440972987 173.22210043109953 664.33512637205422 39.460510961711407 17.677059304900467 6.6710855383425942 23.403511307900771 90.106698572635651 46.034574490040541 36.215438287705183 6.3671540692448607 7.4819141849875432 23.759039120748639 96.597882695496082 18.818827498704195 8.8008388159796578 87.329804457258433 31.929202092811465 35.101416340097785 10.678677398012949 13.684520234353842 15.225676468107848 8.9439253914169949 18.295332979410887 33.811658625490963 24.492818948812783 73.791496531106532 9.2110189674422127 3.3142955913208487 6.838792245835065 9.055016397498548 55.509881830774248 7.0257456235121927 7.5151903880760065 40.597685522399843 10.373380680568514 13.721487329341469 31.747933774255216 40.758066360838711 18.533994764555246 16.70083261327818 2057.651544496417 2678.846158111468
leaf_count=718 42664 929 933 962 1894 453 741 328 103 372 179 9786 224 795 634 1174 105 274 292 818 1983 357 470 306 116 1937 238 749 1252 126 955 376 4881 266 520 3757 781 408 295 104 714 309 175 361 131 638 374 404 583 115 260 410 351 240 129 2196 217 766 311 166 1479 914 982 1357 110 1636 4416 139 771 2582 10690 858 306 95 217 1604 793 776 145 244 445 1797 384 339 1318 444 514 224 268 341 185 243 541 329 1004 283 38 89 436 624 233 102 660 247 337 702 735 325 457 26920 36716
internal_value=0 0.0011048 0.00499515 0.00642724 0.000416669 0.00871531 0.00479286 0.000948278 0.00182246 0.00925372 0.00128359 0.0003483 -0.00335172 0.00175852 0.00884933 0.00051817 0.0151757 0.0176277 -0.00145095 0.0053735 -0.00232513 -0.00774783 0.010167 0.00318216 -0.00453376 0.00076217 0.019289 6.68894e-05 0.00208525 0.0212044 0.00469127 0.000789465 -0.000195684 -0.00560036 0.00712298 -0.00562603 0.0234334 -0.00962833 -0.00501544 0.0266008 0.00927781 -0.00726499 0.00257072 -0.00675388 0.0144827 -0.000142013 0.00161129 0.000911422 0.00980281 0.0154674 0.0213798 0.00154299 0.00387933 0.00192632 -0.00819263 0.000438874 -0.000440483 0.00203741 -0.0015611 0.0117577 -0.000284476 0.00204066 0.00296767 -0.0014161 0.00493212 -0.000409068 -0.00182719 -0.000926174 0.00836957 -0.00128746 -0.00222282 0.00162357 0.00584174 -0.000153939 0.00524282 0.00196081 0.00841758 0.00501819 0.0144802 0.0191248 0.00052244 0.00270357 -0.00800733 0.000386167 -0.00366629 0.00258509 -0.00605054 -0.00295003 -0.00128436 0.00507115 -0.00434531 0.00602759 -0.000150672 0.00851929 0.0106276 -0.000153725 0.00505769 0.00916717 0.019651 0.0111409 0.025521 -0.00631144 -0.00211188 0.00334615 -0.00905461 -0.00158616 -0.0075096 -0.0123191 0.0106986 -0.00022834 -0.000556834
internal_weight=0 1821.85 265.729 243.059 1556.13 187.648 126.078 1423.88 1126.78 66.7805 1060 893.143 243.204 649.939 71.7232 40.537 61.5702 55.6024 55.4116 47.8628 297.1 85.0473 63.8385 41.9696 24.2625 578.216 26.2435 212.053 171.104 46.1551 130.878 85.4639 11068.3 100.094 22.4792 195.341 21.2669 77.6147 132.248 18.9368 19.075 40.9486 16.1746 117.471 14.6168 10968.2 817.575 762.025 55.5495 35.0819 22.914 719.27 326.485 270.205 42.7555 242.388 392.784 223.935 122.298 56.2805 10150.6 509.524 463.236 144.09 319.147 9641.06 1461.93 1225.98 38.7351 1187.24 923.912 117.159 68.7547 8179.13 103.102 263.329 173.888 121.486 52.4017 11.3899 145.259 120.357 24.9022 27.3452 168.849 46.4176 122.431 34.0822 62.2392 28.9102 48.4044 166.854 50.2741 116.58 98.2843 43.446 29.2261 69.0198 10.7606 62.3487 18.9336 235.959 99.2443 50.9711 136.714 45.4694 48.2733 91.2449 20.0151 8076.02 6018.37
internal_count=200499 40579 6105 5387 34474 4162 2695 31146 24061 3486 20575 18279 5127 13152 1429 2260 1467 1362 1225 1042 7085 2340 1345 875 569 11723 1226 4745 3512 1088 2583 1628 159920 6642 1353 4085 988 5289 3328 885 1086 1233 484 3033 833 153278 9669 8104 1565 982 608 7571 3363 2846 533 2606 4208 1715 949 517 143609 10531 9617 3688 5929 133078 25529 20785 1493 19292 15106 2331 1288 107549 1249 4186 3193 2255 938 383 2736 2242 494 1110 2493 661 1832 441 1350 609 1043 2296 720 1576 1333 1139 778 808 567 713 493 4744 1744 907 3000 1039 837 1961 495 106300 79380
is_linear=0
shrinkage=0.0227381


Tree=705
num_leaves=69
num_cat=0
split_feature=175 158 190 220 6 19 30 123 151 179 123 175 80 221 123 65 56 218 185 17 193 40 122 135 181 185 125 211 154 221 93 41 210 135 136 58 226 83 89 15 174 231 72 92 176 184 216 91 7 93 219 12 152 221 209 17 206 181 150 149 123 190 131 152 118 188 144 67
split_gain=5.27083 4.15763 4.27685 7.36137 7.64537 5.83114 6.43576 8.09261 7.76163 6.40171 6.49589 6.2306 8.29604 5.98655 5.974 4.96532 4.32359 4.61417 4.22816 8.25442 7.92048 7.20246 9.27581 12.3844 8.28366 8.55505 7.12552 7.01956 6.86113 8.10624 7.49648 6.16358 5.9819 5.58843 5.55074 5.24384 5.34664 4.99858 4.83056 4.72321 4.40261 4.11802 4.1045 4.07145 6.64886 4.36456 10.8457 9.03618 9.51791 7.44011 7.27109 5.73581 3.95772 3.9086 3.47879 3.06744 3.06668 3.02456 2.8363 2.53903 2.46223 2.2969 2.19397 2.16767 1.92448 1.55641 1.09824 1.06904
threshold=11.500000000000002 1604.7975000000004 136.50000000000003 0.032691409811377532 628092.00000000012 12.500000000000002 4.5000000000000009 0.86325430347361165 1918.5000000000002 0.71859471702831523 0.85353151453589871 4.5000000000000009 0.012200000000000001 -0.0073626264929771415 0.92660881661546901 0.051750000000000011 0.077200000000000019 0.012381493113934995 -1244.284868983957 -5262.4999999999991 1.5000000000000002 0.44597652322172493 0.033215599821275234 0.19976316317863033 342742.61250000005 -2478.9505081967204 1.397672826830938 0.022240858525037769 979025.10750000016 0.012142237275838854 -497.49999999999994 0.57532772655854114 0.0083130425773561018 0.40729764459984558 0.66481045123658944 0.99085000000000012 0.015917781740427021 0.087550000000000003 9.5000000000000018 -10781.499999999998 28.500000000000004 -0.0019326392211951313 0.97345000000000004 2.5000000000000004 4.5000000000000009 205605.63750000004 -0.040285373106598847 1.0000000180025095e-35 52373.250000000007 -65.499999999999986 0.008152675814926626 1.0000000180025095e-35 88157.531250000015 -0.011973683722317217 0.028852332383394245 -6585.4999999999991 0.0057191699743270883 277870.50000000006 -2249.4999999999995 38.031250000000007 0.99999810871637507 160.50000000000003 0.32647646997102964 517524.38437500008 1.5000000000000002 0.53721206259890997 -120.49999999999999 0.093450000000000019
decision_type=10 10 10 2 2 8 2 10 8 8 10 8 10 2 10 10 10 2 8 2 10 10 10 8 10 10 2 2 10 2 8 10 2 10 10 10 2 10 10 2 10 2 8 10 10 10 2 8 10 10 2 2 10 2 2 2 2 8 8 8 10 8 8 10 8 10 10 8
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Tree=707
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decision_type=8 10 8 2 10 2 8 10 2 10 8 8 8 10 2 10 2 10 2 2 10 10 8 10 2 2 8 2 8 8 2 8 8 2 2 8 2 2 10 8 10 10 8 10 8 10 8 8 2 2 10 10 10 2 2 8 10 10 8 8 10 8 10 8 2 2 10 2 8 10 10 8 8 8 2 2 10 10 10 10 8 8 10 2 2 2 8 10 2 2 2 2 2 2 10 10 2 10 2 2 10 8 8 2 10 10 10 8 8 2 2
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leaf_count=84 534 101 92 138 132 93 86 468 117 143 2568 28 2316 2061 7318 90 2302 2925 3281 481 128 273 1537 8299 317 1665 563 74 1916 1619 2220 2079 120 99 81 119 7549 1454 890 1892 1529 162 1295 448 106 114 265 569 242 1430 159 2690 101 111 2415 751 156 252 93 1664 391 5623 1265 21149 82768 3237 987 2172 2880 329 181 265 98 143 169 74 280 61 100 123 98 94 113 79 74 142 430 85 93 1909 108 110 110 109 60 94 97 75 71 164 123 111 161 89 88 73 93 292 114 136 134
internal_value=0 0.000249269 -0.00331443 -0.00447522 -2.76977e-06 0.00518612 0.0093404 -0.00762817 0.00236286 0.000294611 -0.000516768 -0.00651312 -9.68333e-05 0.00184714 -0.000866952 0.000176449 0.0031857 0.00465132 0.00765072 -0.00390329 -0.001887 -0.00399735 -0.000542045 0.00038992 0.00540801 0.00798144 -0.00245032 0.00430845 -0.00414407 -0.00495545 -0.00829287 -0.00239519 0.000497663 0.00191205 -0.00305933 0.00257602 0.00197664 0.0028768 0.0042324 -0.00222728 -0.000857285 -0.00631411 -0.00851776 -0.00495789 0.005822 0.00855474 0.0108398 0.012846 0.00821898 0.000298192 -0.00210379 -0.00270951 -0.00644971 -2.14907e-05 -0.00807758 -0.00154984 0.000421994 -0.00412131 -0.00745665 -0.00958742 0.00264187 0.000498171 0.00152627 0.00201356 0.000170375 0.00295382 -2.0471e-05 -0.00365532 0.00122684 0.00549121 -0.00553228 0.00915734 0.0046074 -0.00784862 0.0040025 0.00363958 -0.00656446 0.00923048 -0.00313748 0.0103756 -0.00868934 -0.00154789 -0.0105288 0.000363106 0.0106665 -0.00953831 -0.0073579 -0.0110569 -0.0103392 -0.0114728 0.0121306 0.0106041 -0.010145 0.0139755 -0.00679029 -0.0115748 0.00658139 -0.0122523 -0.00582076 -0.013306 0.0178181 -0.00501757 -0.0100666 0.00842944 -0.00370657 -0.00317647 -0.0160116 -0.00451746 -0.00668812 0.0148522 -0.00824959
internal_weight=0 12856.6 153.733 146.136 63.9836 37.4114 30.2591 82.1527 16.6364 12702.9 2539.98 158.071 2381.91 672.449 1709.46 1278.29 573.339 445.375 231.765 431.172 127.964 114.472 1130.71 904.381 147.583 111.074 36.5084 45.9477 226.327 385.224 158.872 226.352 10162.9 1247 143.27 1103.73 1013.56 837.04 613.26 176.515 223.78 106.666 91.7206 132.66 36.6042 90.1701 75.9532 67.7863 37.3031 8915.89 430.271 422.319 171.564 250.755 158.188 221.089 8485.62 132.402 88.082 81.6044 44.3195 8353.22 2011.85 1843.72 6341.37 398.909 5942.46 168.13 213.61 43.8557 99.1107 29.6657 24.2982 80.1182 14.629 18.9925 35.1083 24.4805 14.2169 9.12181 133.773 30.6435 103.129 20.3198 14.3405 72.9163 23.8874 77.0916 20.1531 99.035 20.6107 13.4925 65.5162 21.3511 26.5722 58.5039 11.1025 95.1341 19.839 49.4923 14.1768 9.95764 19.464 13.3757 15.9934 8.90805 34.7998 9.87071 9.21732 10.2248 8.64457
internal_count=200628 199974 2214 2122 975 622 484 1147 218 197760 51755 3402 48353 17483 30870 21705 14467 11388 6206 9165 3079 2841 19070 15617 2635 1982 653 931 3453 8234 3839 4395 146005 17571 2193 15378 14210 11422 8439 2788 2983 1810 1648 2340 383 1168 948 834 723 128434 7115 6956 3139 3817 2949 3441 121319 2688 1913 1757 775 118631 30209 26772 88422 4667 83755 3437 5182 448 3016 376 562 2346 268 670 654 452 220 304 2840 645 2195 374 308 2203 551 1380 523 2082 214 238 929 318 353 819 181 1984 323 725 209 254 293 190 169 166 561 366 193 210 208
is_linear=0
shrinkage=0.0227381


Tree=708
num_leaves=112
num_cat=0
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split_gain=5.24328 7.17375 5.51308 5.37103 5.07997 5.34059 4.92344 7.65194 6.57661 6.46735 6.22149 6.04959 5.39613 5.12322 4.91619 4.49471 7.16206 8.81998 7.99689 9.18553 15.7268 9.96447 7.14605 7.10148 6.93894 7.49194 9.44895 7.75862 7.3162 6.90477 6.60089 9.14763 7.98148 7.25555 7.05519 7.10184 7.77292 6.56714 6.55521 6.41218 6.8171 6.52332 6.30295 6.29938 7.55306 8.40519 7.58026 8.97806 7.14302 7.11935 6.85788 8.09867 6.41839 6.23902 6.15956 9.48786 8.7587 8.15952 10.2634 7.65304 7.33438 10.0308 8.27812 8.04445 7.30253 7.20369 7.66518 12.3773 7.82274 7.09127 10.0558 9.45185 7.76333 6.93001 13.3415 7.60055 6.70652 6.66364 6.53071 6.38301 6.27234 6.21945 6.13714 8.54329 8.04374 9.16022 6.32155 6.03626 5.99709 8.01041 6.24078 5.6481 5.92885 5.93266 5.88004 5.63043 5.616 8.19867 6.37145 6.23657 5.57058 5.55893 7.39083 6.06499 5.52557 6.50585 6.03582 5.47129 6.64809 5.41805 10.0843
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decision_type=10 2 2 2 10 2 8 8 2 2 2 2 2 8 10 8 2 2 2 10 10 2 2 8 10 10 2 8 2 8 2 2 2 8 10 10 2 10 2 10 8 8 2 2 10 2 10 2 10 2 8 8 2 8 2 2 10 2 2 10 8 8 2 2 10 8 2 2 10 2 2 8 2 10 10 8 10 2 8 2 8 10 2 8 2 8 10 8 2 10 10 10 10 2 2 2 2 2 2 2 10 2 10 2 8 2 2 10 10 2 8
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Tree=711
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split_gain=4.20121 4.74798 5.09723 4.06337 8.73384 7.68578 8.56477 9.00002 8.31887 7.11774 10.9203 6.39754 6.3071 11.4927 9.31142 8.44708 12.8686 11.1257 9.24364 7.21711 7.02179 6.89268 6.71945 6.57186 9.28651 12.6697 9.0643 8.68165 8.21637 7.93902 7.5504 7.46587 6.7711 5.80894 7.96403 7.74885 5.70666 5.62797 5.62743 5.48258 5.17243 5.83154 5.10347 7.75864 9.20596 6.50591 8.43585 6.30724 5.5922 9.30261 9.20236 8.33027 7.93673 7.3733 6.89376 7.22274 8.06347 6.52908 7.56538 6.47669 8.21746 6.32903 6.08944 5.68682 6.16118 6.54809 6.48469 5.53264 5.44005 5.37755 6.95614 6.82924 5.19461 5.55511 12.8995 11.2093 10.1815 8.64157 8.15723 9.46647 8.34153 6.47242 9.97719 9.60801 13.6462 7.97163 7.53461 7.06607 10.3095 7.26924 6.83262 6.49704 6.24356 6.23543 6.12861 6.00618 5.48681 5.46382 5.13917 5.08808 5.07684 5.02505 4.94564 4.8946 4.82184 4.69625 5.78433 4.67865 4.55338 4.48154 4.45775
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decision_type=10 2 10 2 10 2 2 8 10 10 8 2 10 8 8 2 8 10 2 2 10 2 10 2 2 2 10 10 2 10 8 10 2 8 10 2 2 2 8 2 10 8 10 10 8 2 10 10 10 10 10 2 10 2 8 2 10 2 10 10 2 10 2 2 8 2 10 2 8 2 10 2 10 2 2 2 10 10 8 10 10 8 10 8 10 8 10 8 10 10 10 2 2 8 8 2 10 10 10 2 8 10 8 2 8 10 10 2 10 8 2
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leaf_count=490 4505 995 147 623 99 596 244 155 65 118 263 665 1190 474 893 995 1016 376 1363 710 480 1976 180 272 216 589 147 2288 9208 605 1384 94 773 523 464 123 619 155 832 4269 122 1149 267 213 379 378 121 219 125 151 348 378 299 109 1155 676 826 886 1584 208 903 564 136 177 386 400 58 144 953 145 1760 390 473 879 193 2668 179 307 10584 13124 368 2999 2956 5329 2237 50683 1199 14078 2159 17011 85 538 2111 1406 335 617 6658 198 325 446 133 436 590 69 838 143 110 224 251 957 238
internal_value=0 -0.00603355 -0.0100661 8.31319e-05 0.000832148 0.00103417 0.00455048 0.00911145 0.0112774 0.00112271 0.00447482 -0.00484212 0.000632865 0.00269474 -0.000725429 0.00562276 0.00823595 0.000350069 0.0106429 0.00147267 0.00789423 0.00399278 -0.00482651 1.34038e-05 0.000979832 0.00755882 -0.00176161 0.000407599 0.000896121 0.00148158 0.00370539 -0.00380956 0.00285082 0.00925798 0.0152753 0.00238545 0.00286653 0.0154797 -0.00722505 -0.00511233 0.0163378 0.0179425 -0.00013457 0.00128068 -0.00143988 0.00325155 0.00917119 -0.000746921 0.0025373 0.00544971 0.00936997 0.00126995 0.00030691 0.000828125 -0.000633313 -0.0043138 -0.00893875 0.00179505 -0.00135276 0.0135556 0.0155722 0.000718023 -0.00592599 0.00522576 0.000485103 0.00572683 -0.00590743 -0.00462474 0.00860965 -0.00409223 -0.00567092 0.00100618 -0.000321039 -0.000364753 0.000620941 0.0003768 0.00351643 0.00538024 -0.000467793 0.000149239 -0.00442337 -0.00069611 0.000348662 0.00351974 0.00155532 -0.00118261 -0.004286 -0.000425454 0.00353675 -0.000965856 0.00981635 -0.000884433 -0.00644485 0.000305583 0.0130375 -0.00244997 -0.000998414 0.00617889 0.00613543 0.0102734 -0.00403547 0.00947417 -0.000462831 -0.00438353 -0.00493891 0.00281728 0.0079124 0.00768289 -0.00749872 -0.00676952 0.00573664
internal_weight=0 49.7212 34.1037 12869.1 2892.63 2824.98 280.27 114.139 101.917 166.132 107.736 58.3962 2544.71 581.24 271.073 310.168 204.154 106.014 171.632 216.016 46.7329 156.539 59.4773 1963.47 1273.79 93.5259 689.676 1180.27 1116.4 267.86 201.653 421.816 67.3364 71.6046 32.5719 39.0328 43.3446 43.0365 63.8646 354.479 58.5729 54.9405 9976.49 1155.57 364.713 131.021 48.3369 82.6841 790.855 231.19 127.177 559.665 104.013 45.212 382.739 149.492 74.4168 233.247 138.627 81.965 73.2953 75.0747 48.0587 176.926 77.7854 43.2323 34.5531 59.102 99.1407 233.692 191.484 55.736 8820.92 8773.52 2205.43 2171.59 454.579 347.021 1717.02 1492.48 224.539 6568.09 2087.52 403.625 315.82 4480.57 382.68 1683.89 196.377 1487.52 87.8058 4097.89 257.935 124.745 33.8388 107.558 4040.08 57.811 94.62 89.921 32.5223 21.8342 50.4894 37.7763 66.2077 42.2083 25.8697 26.1893 53.2086 67.6466 55.9545
internal_count=200922 1632 1142 199290 39518 38462 5820 2790 2546 3030 1996 1034 32642 9192 4355 4837 2986 1851 2379 3462 856 2572 890 23450 14150 1550 9300 12600 11496 2974 1989 6326 867 1373 727 646 1210 744 1104 5459 1336 1214 159772 15893 4071 1241 500 741 11822 2883 1943 8939 940 681 6394 2444 1204 3950 2470 1262 1111 1240 435 2545 969 525 444 522 1576 2830 2432 672 143879 143406 32880 32352 3771 2975 28581 23708 4873 110526 44734 8530 7566 65792 7715 36204 5115 31089 964 58077 5110 2605 528 796 57341 736 1480 1399 607 591 806 459 985 398 253 333 916 1056 505
is_linear=0
shrinkage=0.0227381


Tree=712
num_leaves=91
num_cat=0
split_feature=185 175 39 231 40 75 141 141 65 231 6 194 214 212 155 233 177 230 224 121 52 7 198 51 138 212 84 207 143 65 232 162 223 121 135 223 177 15 138 186 232 230 179 223 224 130 149 149 131 40 188 149 55 190 124 165 187 207 53 154 185 137 79 161 218 143 40 230 223 180 131 143 231 120 224 227 177 187 188 151 67 210 74 210 227 213 14 162 212 214
split_gain=4.84233 4.61587 4.56359 10.9024 8.3295 5.96413 6.86679 5.77785 5.76389 8.59218 7.06493 6.89048 6.85882 6.83937 5.66601 5.45732 5.40454 5.27734 5.08756 5.04093 5.03623 4.74321 4.47701 4.04584 5.75908 4.26267 3.94178 7.89448 12.1475 10.1939 8.98413 8.79804 7.22247 4.73854 7.63352 7.56015 6.80658 10.4902 11.5148 8.66689 8.27336 7.72208 6.96516 6.75438 7.82004 7.51144 6.71326 8.33259 7.32102 6.68573 8.32299 13.0382 11.6812 7.88514 8.88269 8.34844 5.70309 5.6564 5.0865 5.52783 5.02396 4.72923 4.63455 4.58792 4.49097 4.18183 3.99706 3.87995 3.82285 3.56993 3.56506 3.95308 3.40305 3.35084 3.09532 3.02425 2.97509 2.78373 2.63738 2.49495 2.25292 2.20379 1.82743 1.78626 1.77786 1.60754 1.5025 1.2332 1.15048 0.484588
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decision_type=8 10 8 2 8 10 2 2 10 2 2 10 2 2 10 2 10 2 2 10 8 10 10 10 2 2 2 2 10 8 2 10 2 10 10 2 8 2 2 10 2 2 10 2 2 10 8 10 10 10 8 10 8 10 2 10 8 2 10 8 8 2 10 8 2 8 10 2 2 10 10 8 2 2 2 2 10 10 10 10 10 2 8 2 2 2 2 10 2 2
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internal_weight=0 12898.7 6268.48 5260.71 4429.18 330.279 155.511 140.732 125.362 4098.9 981.464 857.551 593.568 3117.43 831.533 782.16 425.315 263.983 348.25 317.245 224.141 77.0655 1007.77 947.251 917.615 282.016 635.599 352.691 282.908 60.5166 6630.18 309.316 138.848 170.469 6320.86 119.422 49.7153 69.7071 53.3079 223.143 31.005 96.029 38.8507 6262.7 52.0055 2893.29 670.124 2223.17 271.702 74.4395 30.0592 29.636 48.252 6235.81 1186.52 387.232 209.399 177.833 799.291 651.952 147.339 5049.29 352.436 255.871 4696.85 549.686 4147.17 59.765 123.913 104.435 57.1783 96.5645 120.703 356.844 99.6964 175.889 257.148 150.999 331.213 90.2843 174.767 124.591 88.473 36.1177 49.3737 243.634 30.826 58.1677 44.3803 37.4573 31.8981 50.1767 36.3357 55.534 21.4774 21.5316 18.7683 31.6362 26.8852 19.7618 42.9645 30.9471 25.4376 20.3693 22.4819 42.8839 16.3992 19.4251 52.2585 21.8394 17.1386
internal_count=201084 200402 98542 81152 67028 4775 2304 1975 1803 62253 13833 11517 7741 48420 14124 13514 7369 3776 5714 5307 3560 1655 17390 16621 16188 4943 11245 7000 4245 769 101860 5619 2328 3291 96241 2007 885 1122 834 3366 407 1949 707 95352 654 44860 10284 34576 4743 1342 650 433 782 94723 21094 8579 4728 3851 12515 9766 2749 73629 4772 3786 68857 8721 60136 879 2316 2025 1242 986 2172 6145 1971 2778 4174 2571 6593 1906 2471 1897 1374 523 610 3960 479 889 692 543 464 574 682 1301 407 354 299 394 629 361 571 586 501 260 355 505 288 321 1170 417 334
is_linear=0
shrinkage=0.0227381


Tree=714
num_leaves=112
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split_gain=5.65284 7.85122 7.0351 8.06347 7.84796 7.49413 7.10009 7.62973 7.17904 8.56173 7.52399 7.14284 6.72761 8.03531 11.1684 8.85061 6.53625 6.30564 10.2558 8.43658 6.17099 6.10325 7.41204 6.17829 5.88379 5.70067 5.56472 7.1002 5.509 6.12203 5.50441 9.07696 8.19253 12.5049 8.9567 8.31334 8.93743 8.16336 9.10525 13.5926 9.67676 11.0284 9.58261 7.56722 8.42696 9.62666 8.01489 7.49911 7.4069 8.15831 7.31431 7.09088 8.75777 7.03751 6.92905 8.44938 7.30973 6.88534 6.73398 6.61689 9.28924 9.92505 11.6378 8.14254 7.62714 11.3497 8.69582 6.98885 8.32521 6.19654 6.11363 8.22065 6.82728 10.2164 6.88952 6.77757 6.04378 6.03058 5.89448 5.68406 10.789 10.3542 7.82586 7.80244 7.62783 7.32795 9.77182 7.25892 7.02358 7.08906 6.60353 5.50707 5.36441 5.35086 5.14999 5.06348 5.02211 5.01189 4.90876 4.76052 5.02206 4.86148 6.9427 6.01468 4.7256 4.66708 4.59558 4.49908 4.46863 4.45927 4.4512
threshold=2804.5000000000005 24.500000000000004 15055.39205357143 0.067950951681365876 -4152.4999999999991 0.22287581699346407 282585.53250000003 0.98235000000000017 0.23247845014481375 0.2987475104397182 -0.010972963180392979 0.055550000000000009 0.023694044910371307 -0.035543842241168015 0.0020855099428445105 6.2506983240223475 0.024184181103138979 -2641.4999999999995 0.0095396074466407316 -0.084048125892877565 0.027149970909385569 -0.00030141467868816102 0.045050000000000007 57.915126625598909 0.012048072290376308 0.0046981621999293574 0.99775000000000014 9681.7500000000018 0.083326285047071416 1.5000000000000002 1370.5000000000002 0.32882882882882886 0.0081829968839883822 5.6934694276675364 0.46049141773319385 0.80331526853702273 0.011905684480599286 -0.0048113418743014327 45906.150000000009 -0.038886763155460351 0.496567359222502 0.30901856763925734 0.037268518518518527 2.5000000000000004 0.23685000000000003 34933.500000000007 0.89998400090114072 3.9653868203871929 0.83472268650763548 0.070001221623048018 0.014373971149325373 -0.014590695966035126 0.76168099380935084 4.5895737816267621 0.025442485697567466 -0.032046355307102196 6335.3925000000008 0.0020357178291305904 0.25699139548342126 0.016350000000000003 0.084550000000000014 0.10263157894736843 8100.0900000000011 0.0086000000000000017 5.5000000000000009 1.0000000180025095e-35 -1347.1339285714282 761654.25000000012 0.001591982727404684 -0.0083597693592309934 117065.53125000001 -1.0000000180025095e-35 0.0052191007416695365 136352.25000000003 -0.013111652340739964 1.0000000180025095e-35 6.5000000000000009 1061300.8125000002 52.82711234817814 228.948616583226 -0.00037907705700490618 0.99999798761079739 75878.437500000015 0.073229799892355937 4.5000000000000009 3871.1745588235294 0.014545646884586904 0.023928559385240081 0.034888012334704406 0.062500000000000014 0.010362637694925072 0.50372612255526261 -1052.4999999999998 0.004577701911330224 54271.125000000007 630007.71428571444 -0.021440999582409855 -1166.8819444444441 16314.727500000003 1.0000000180025095e-35 -116.49999999999999 414.77520015642233 0.23078752539672176 0.0047321100719273099 -0.0080565200187265856 0.8080137406828195 -181.92857142857142 -0.0058743502013385287 0.054600000000000003 0.97985000000000011 -2843.4999999999995
decision_type=10 10 10 2 2 10 10 10 10 10 2 10 2 2 2 8 10 2 2 2 2 2 8 2 8 2 10 10 2 2 10 8 2 8 10 10 8 2 10 2 8 10 8 10 8 10 8 10 8 2 2 2 10 10 2 2 8 2 8 8 8 8 8 8 2 2 8 10 2 2 8 2 2 8 2 2 10 10 8 10 2 10 10 8 10 8 8 2 2 8 2 8 2 2 10 10 2 10 10 2 10 8 8 2 2 10 10 2 8 8 10
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leaf_count=3910 486 189 1804 542 326 173 320 191 140 462 490 455 112 6360 685 1638 119 244 1530 4680 102 418 2273 214 920 298 110 1773 491 107 1801 633 629 514 549 273 1981 571 1202 240 173 390 527 596 326 178 542 81 823 5069 626 9687 94 999 201 2517 1077 202 274 588 497 533 628 12264 33973 12247 32238 496 1323 1619 988 239 220 1710 3389 1723 149 137 408 994 385 301 714 5817 228 828 1908 273 438 6305 85 2030 72 101 222 354 727 403 107 599 106 930 285 244 1601 510 113 2110 214 364 1856
internal_value=0 -0.000867866 -0.0010138 -0.000117149 -0.00353223 0.000669813 -0.00276243 -0.00177542 -0.000355549 0.00537749 0.0105187 -0.00596999 0.000338195 -2.10658e-05 -0.00332825 0.00151645 0.0137853 0.00103371 -0.00064688 0.00317014 0.00822301 -0.00160873 0.0014466 0.00309063 -0.00401687 0.00239303 0.000366563 -0.00505831 0.003228 -0.00329512 0.00041638 0.00153153 0.000172921 0.000580401 0.00696353 0.00895848 0.0104001 0.00210498 0.00382284 0.0092629 0.013033 0.00551592 0.0205742 0.000620478 -0.00415236 -0.00027474 -0.00433473 0.00264751 0.0033124 0.00473779 0.0126451 -0.00103144 0.00154437 0.000772668 0.00229959 0.00398587 -0.00372576 -0.00464913 -0.00108335 0.000422671 0.00287879 -0.00172889 0.00469897 0.000201272 0.00027699 0.00096186 -0.000722591 0.00485193 0.00588866 -0.00639843 0.00151631 -0.000878095 0.00322622 -0.00092276 0.0051003 0.00269366 -0.00277765 0.0150746 0.00142798 -0.00167964 -0.00309523 -0.000203588 0.0101197 -0.00156016 -0.000486574 -0.000879925 -0.0014933 0.00562734 -0.00551764 -0.00651968 0.00977619 -0.00444084 -0.00410851 0.010427 0.00999936 -0.00847825 -0.00599984 0.00251301 -0.0038659 -0.00552055 -0.00348692 -0.0061528 -0.00962153 -0.000188775 -0.00739795 0.00166117 -0.00412964 -0.00526002 0.0201308 0.0119272 -0.0102912
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is_linear=0
shrinkage=0.0227381


Tree=715
num_leaves=112
num_cat=0
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split_gain=4.69991 5.58463 4.52621 4.67247 6.31855 5.4887 5.13007 5.99671 4.45232 4.068 12.1717 6.99156 10.9319 15.3642 9.71547 7.0113 6.82055 8.48468 7.09079 9.31457 15.1649 10.6939 9.4607 9.34524 8.97884 10.0097 8.86978 8.17164 8.17068 8.10789 7.35084 7.21061 9.72392 9.2603 7.46588 8.6705 6.75645 6.74802 8.70215 6.58751 8.996 7.97873 9.78116 7.50551 6.30798 6.11715 10.2076 6.0638 5.93045 5.86728 5.85243 5.84046 11.1118 7.43387 15.7979 7.54116 7.11912 7.32024 7.23098 6.78359 6.946 7.79442 9.34759 6.43334 6.40832 8.26884 6.17715 6.06786 6.06369 5.79059 10.8688 7.82629 8.52415 10.2472 8.15676 7.3701 6.68964 6.08365 6.68639 7.85833 9.85692 7.95123 7.59587 7.34291 6.67806 9.51615 6.90805 6.67099 6.43756 6.34015 6.28725 5.98384 5.77668 6.54445 5.74255 5.71625 6.72489 5.69027 10.3945 5.32636 5.16795 5.16094 7.28006 6.9115 8.3509 7.45501 5.36948 5.35328 5.08396 4.71595 4.70042
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decision_type=10 10 10 2 2 2 8 2 2 10 10 2 10 8 2 2 8 2 8 2 10 2 2 10 8 2 2 8 10 2 10 2 2 2 2 2 2 10 10 10 10 2 10 2 10 2 2 10 10 2 2 10 8 10 2 2 2 10 2 2 8 2 10 2 8 2 10 2 10 10 2 8 2 2 2 10 10 8 2 2 2 2 2 10 8 2 10 2 2 10 2 10 2 10 2 8 8 2 8 8 10 2 2 2 2 10 2 2 8 2 2
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right_child=1 -3 -4 5 -6 -7 8 -9 -10 10 69 12 13 14 -16 -17 18 108 31 21 24 23 47 28 -26 -27 110 -29 -30 -31 -32 32 34 44 49 -37 -38 38 -40 -41 -42 42 -44 -45 -46 46 -48 -49 -50 -51 -52 53 64 54 -56 -57 94 -59 -60 60 61 -63 -64 109 65 68 -68 -69 -70 70 71 72 73 76 91 -77 -78 78 79 80 81 -83 88 95 85 -87 -88 -89 -90 -91 -92 -93 99 -95 -96 -97 -98 -99 -100 -101 -102 102 -104 104 106 -107 -108 -109 -110 -111 -112
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leaf_count=389 160 310 97 468 141 116 85 112 473 224 433 138 231 89 88 188 4145 255 31454 4011 407 10805 1178 982 522 1861 331 7678 421 2029 2375 397 7773 2064 4706 4957 741 120 151 485 308 298 421 268 1227 976 5428 241 23725 10705 187 974 205 269 505 118 162 260 423 1079 151 174 577 151 1113 3387 177 337 276 1039 803 858 489 752 385 950 136 613 1381 941 1735 3142 2967 190 917 5469 7531 302 8240 402 1021 622 929 197 1187 144 764 756 113 3424 353 471 76 806 248 231 312 753 648 277 655
internal_value=0 0.00397605 0.00536947 0.00653733 -0.0016833 0.00851812 0.0100484 0.00303928 0.0141081 0.000101122 -0.000551077 0.000353536 0.0029639 0.00822737 0.0143245 -0.000657785 0.000202948 0.00378999 9.00621e-05 0.00138285 -0.0018198 0.00223974 0.00434087 0.000326194 0.00609748 0.00982556 -0.00440042 0.00521744 0.00749818 -0.00602859 -0.00058867 -0.000244917 0.000824542 0.00444129 0.000191044 -0.00140652 0.0105976 -0.000762484 0.00619504 0.000801797 0.00229263 0.00358612 0.00751551 0.0121306 0.00197463 -0.00087155 0.00164899 -0.00386161 -0.00115056 0.00147107 0.0110404 -0.00268511 -0.00480662 -0.00123187 0.00858473 0.018475 -0.000691999 0.00445389 -0.000758693 -0.00185838 -0.000573407 0.00543773 0.00861672 -0.00666189 -0.00831052 -0.00920913 -0.010042 0.022851 -0.0116581 0.000275173 0.0043579 0.00708036 0.010451 0.0175672 0.00353917 -0.00126895 0.0241903 -9.23021e-06 -0.000277199 0.000658709 0.00303416 0.00121276 -0.000510688 -0.00187832 -0.00238472 -0.000395219 -0.00453915 0.00482592 -0.00144331 0.0089435 0.00371738 0.0103555 -0.00183589 0.00330361 -0.0042132 0.00661971 0.0100979 -0.000224614 0.00688838 -0.00328619 0.0174933 0.00556326 0.0124777 0.0036017 -0.000888403 0.00777455 0.00632782 0.0105235 -0.00501127 0.0012554 0.00490513
internal_weight=0 155.326 142.094 132.184 25.9162 106.268 97.5745 41.3026 56.2719 12757.2 3556.8 9200.4 493.044 136.535 77.85 58.6854 8707.35 257.117 8450.24 1733.45 363.857 1369.59 647.6 721.989 86.5632 66.7664 277.294 587.902 74.6792 238.579 647.31 6716.79 2188.84 318.541 1870.3 831.577 83.0128 4527.95 62.478 356.509 290.475 265.92 126.807 77.6459 235.529 4465.47 440.824 59.6974 4024.65 1038.72 44.3299 987.347 393.317 594.03 29.0844 18.5775 185.63 74.4905 51.1274 564.946 453.309 73.7441 61.8355 111.637 207.687 198.542 76.619 16.0098 151.94 2569.45 159.313 131.128 91.8741 38.7359 53.1382 39.2537 25.4122 2410.14 2291.26 1449.21 473.552 369.903 975.657 842.051 800.533 421.488 379.045 118.877 803.981 103.649 171.676 29.2734 379.565 81.1166 111.14 41.5178 34.7519 139.113 33.8945 298.448 65.3189 216.634 37.6869 178.947 89.4562 89.4905 38.6113 74.7118 40.483 35.0182 38.715
internal_count=200941 1962 1652 1555 301 1254 1138 580 558 198979 58802 140177 3736 949 530 419 136441 4189 132252 37641 9950 27691 13108 14583 2790 2268 7160 11689 1403 6174 13180 94611 32570 4429 28141 12730 1138 62041 458 2787 2302 1994 987 566 3291 61583 6404 1419 55179 15411 307 16576 7237 9339 1229 724 2256 907 647 8110 6531 902 728 1579 4981 4776 1151 606 3663 42226 6034 4995 3242 1377 1865 1753 888 36192 35457 19829 6220 4877 13609 15628 14530 6386 8144 735 11207 1343 2402 1007 5629 1276 1349 1098 954 1007 251 4353 442 3286 547 2739 1366 1373 560 1142 903 428 986
is_linear=0
shrinkage=0.0227381


Tree=716
num_leaves=112
num_cat=0
split_feature=225 152 204 214 185 208 152 195 153 136 17 205 230 204 229 225 119 162 162 187 124 136 51 145 225 120 130 57 31 179 157 195 206 202 214 63 8 193 142 185 142 214 196 123 190 230 224 143 169 214 179 229 214 12 231 40 230 215 214 14 41 170 41 216 83 199 134 200 145 133 205 190 133 153 211 207 134 133 207 230 93 5 225 178 83 170 229 122 133 212 208 178 145 16 157 212 169 231 14 121 185 212 162 142 211 206 125 203 187 162 121
split_gain=4.3571 9.81526 10.1739 8.29761 8.37383 6.86264 6.46105 6.69029 4.49429 6.16095 6.68714 6.60123 6.16212 4.98107 12.8943 6.0468 5.82421 4.77685 9.15235 7.0553 6.82579 6.52456 6.40225 6.34374 6.20838 9.01483 7.87574 6.70274 6.3737 6.19449 6.01061 8.71568 6.88575 8.07069 7.82216 9.24844 7.07167 6.35238 5.91348 5.87127 5.80975 9.03073 8.34898 6.74434 7.6659 5.98754 5.47402 7.0004 5.468 7.10371 7.67691 6.31684 7.11741 6.02849 5.41364 9.02927 7.40746 8.59945 6.63913 5.36283 5.30393 7.69736 6.58815 5.97779 5.88826 5.29888 5.29028 5.24183 5.21622 5.21444 5.80121 5.1381 5.08501 4.8877 5.36788 4.80178 4.89495 4.7613 4.73736 4.71344 5.45358 5.01544 4.66782 5.65346 7.64623 6.11762 5.14373 8.34256 5.94247 4.51338 4.50806 4.46881 4.82297 4.3407 4.68329 4.27273 4.06872 3.99281 4.12493 3.70259 4.27894 4.24245 3.67724 3.66886 3.59858 3.58939 3.5839 3.48553 3.46633 3.38022 3.3795
threshold=0.033442161977291114 183713.55428571432 -0.035357093438506119 -0.017363337799906727 1180.4613443928336 -0.02807802893221378 740326.2840000001 8.4463601532567072 2700002.2500000005 0.78303917572020365 -4638.4999999999991 -0.011135210748761891 -0.015155746601521967 -0.032046355307102196 0.0034763531293720011 -0.0090283141471445543 3.5000000000000004 0.9999682322692981 1.0049307279586128 10.912022703818371 41.882272416153327 2.7366572361421118 0.23685000000000003 860.90251463365894 -0.0059964195825159541 6.9999714815986289 0.35816156844652519 0.054050000000000008 9.5000000000000018 0.88854557772801146 1646185.5000000002 22.948496905393458 0.032313369214534766 0.1672715246677399 -0.010242638178169726 0.35415000000000002 888750.00000000012 2023.0000000000002 -1427.7321428571427 -2152.549125 -994.24038461538453 0.011959217023104431 0.48059097568735593 0.9999962649229287 93.500000000000014 -0.003646663972176611 -0.01197356730699539 -2682.4999999999995 0.074090608465608485 0.021017123013734821 0.61556360793395493 -0.0029961551772430535 0.0014221023302525284 1.5000000000000002 0.0032785673392936592 0.76688140719884357 0.019349887967109684 -0.016797218471765515 -0.025107626803219315 0.010804500000000002 0.26155244256291216 8.4365079365079385 0.51819695978497393 0.017063859850168232 0.0086500000000000014 262648.82483766234 0.30722194779970841 79.500000000000014 947.69480499756389 0.25075594873894819 0.021737650968134407 12.500000000000002 0.077209420326794231 2443385.2500000005 -0.028460052795708176 -0.033508829772472375 0.11161452095133877 0.1111422613045646 0.0003893019311362878 -0.0084362076595425588 -431.49999999999994 178692.75000000003 0.0024925586767494683 0.15504807692307696 0.013350000000000002 49.015625000000007 0.011224027257412674 0.046521784670487676 0.24527267647469805 0.040039384737610824 0.014294168911874296 0.48435972629521024 287.08673195528496 -4451.4999999999991 224658.04500000001 -0.029309241101145741 0.21043723913264792 0.0051662470214068898 0.029709000000000003 0.29615007083860967 494.59736842105275 -0.025376792997121807 0.98331019705479672 -1701.9285714285713 -0.020391281694173809 0.047041026875376708 5.8932238193018494 0.015324547886848451 4.9168825561312621 0.99998260497639957 0.16666475604789979
decision_type=2 10 2 2 8 2 10 10 10 10 2 2 2 2 2 2 10 10 10 8 2 10 8 10 2 2 10 10 2 10 10 8 2 2 2 10 8 10 10 8 10 2 10 10 8 2 2 10 10 2 10 2 2 2 2 8 2 2 2 2 10 8 10 2 10 10 8 8 10 8 2 8 8 10 2 2 8 8 2 2 8 2 2 8 10 8 2 10 8 2 2 10 8 2 10 2 10 2 2 10 10 2 8 8 2 2 2 2 10 10 10
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Tree=719
num_leaves=112
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decision_type=10 10 8 10 10 2 10 8 2 2 2 2 10 10 8 2 2 2 10 2 8 10 8 10 2 8 10 2 2 10 10 2 8 2 2 10 2 2 2 10 8 10 10 2 2 10 2 2 10 8 10 2 10 2 10 8 10 2 10 8 2 8 10 10 10 2 10 10 2 8 2 2 8 2 2 2 2 10 10 2 2 10 2 8 10 10 2 10 2 8 10 8 2 2 10 2 10 2 2 2 2 10 2 10 8 10 2 10 2 2 8
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num_leaves=112
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Tree=723
num_leaves=112
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decision_type=2 10 8 8 2 2 8 2 2 2 2 2 8 2 10 2 2 10 8 8 2 10 2 8 2 10 2 10 2 2 8 8 8 10 8 10 10 2 8 10 10 2 10 8 10 10 8 2 10 10 2 10 10 2 2 8 2 8 2 8 10 2 8 10 10 2 2 2 10 8 8 2 8 10 2 8 2 2 8 2 8 8 10 2 8 2 10 2 2 8 8 2 2 10 8 10 10 10 2 8 8 8 2 2 2 2 2 2 2 10 2
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leaf_count=526 2123 2040 467 142 115 153 1620 493 1102 232 1521 1895 207 578 452 1141 2543 277 1036 342 602 210 177 1228 16484 100 190 259 253 622 2614 1721 8692 270 254 24469 6458 2786 994 164 358 241 169 3428 1298 255 587 1301 3962 82 232 938 402 236 527 254 237 1045 408 1205 326 1396 165 2901 223 510 594 123 291 2233 429 249 5313 382 451 668 185 5788 483 770 80 2230 216 1312 162 435 548 592 1132 1871 380 179 1089 117 615 112 63 944 1593 989 261 248 142 128 2124 2002 655 367 45156 4126 2684
internal_value=0 0.000481511 -0.000387326 -0.00229242 -5.08991e-05 0.000188729 0.00214471 -0.00136872 0.0017693 0.00485028 0.00367259 -0.00350764 -9.72816e-05 0.00589511 0.00544751 0.00704956 0.00883474 -0.00105549 -0.00288489 -0.00278006 -0.00414027 0.00220046 -0.0003154 -0.00503243 -0.000115255 0.00276458 0.011995 -0.0042199 0.00411103 0.00156292 -0.000951464 0.00545857 -0.00494468 -0.000461023 0.00703871 -0.000596576 -0.00184266 0.000318179 0.00220267 -0.0054979 -0.00598249 0.000986978 -0.00797968 0.000889311 -0.000551119 0.00560444 0.00742856 -0.000158301 -0.00170704 0.00186612 -0.00304904 -0.00483001 0.00362052 0.00463291 0.00650927 -0.00443835 0.00456601 0.00811369 0.000887737 0.00244709 0.0103226 0.0018478 0.00416252 4.16853e-05 -0.00139649 -0.00278448 0.00456483 -0.000550118 0.0103381 0.00263972 0.00670267 0.0056753 0.000470577 0.00455321 0.0104015 0.0124693 0.0156982 0.0040959 0.0130932 -0.00564106 -0.00720408 -0.00855078 0.0105088 0.0127661 0.0158119 -0.00655368 -0.00087547 -0.00454799 -0.00815017 -0.00167253 0.00331188 0.0112807 -0.00236671 0.0165773 -0.00163689 0.00530467 -0.00808245 0.013588 0.000453977 -0.00488042 0.0016973 -0.00443304 0.0152196 0.00449482 -0.00549279 0.000253345 -0.00364884 0.0021722 0.00045832 0.00229033 0.000600516
internal_weight=0 6622.56 6275.05 934.307 5340.74 5002.11 1019.31 309.194 193.013 143.778 710.113 338.629 229.912 69.9518 480.201 360.88 275.187 1381.55 159.96 31.242 304.278 68.1248 3982.8 153.661 3829.14 404.015 37.641 580.088 43.2116 366.374 226.61 139.764 536.877 3425.13 53.033 3372.09 1423.83 1948.27 75.3635 515.274 236.153 53.5677 182.585 354.219 296.73 97.8807 57.4889 1077.27 611.109 466.164 120.952 114.234 345.212 317.505 244.12 297.893 32.2672 215.887 5241.01 1097.33 67.7307 1029.6 446.341 583.256 447.053 386.466 136.202 76.7396 20.8015 128.774 60.5872 383.638 4143.68 200.67 59.4626 61.1783 49.3341 322.46 30.1113 265.626 220.584 197.367 60.8167 55.3227 46.652 144.154 62.4714 316.453 133.473 182.981 76.7709 28.4145 48.3563 22.5459 73.3852 31.1664 85.5431 57.6346 119.321 53.6739 120.591 36.7989 38.3712 28.6906 257.692 3943.01 189.572 62.0927 3753.44 760.989 531.927
internal_count=200749 102005 98744 17294 81450 73728 15219 3708 2088 1595 11511 7722 3272 1035 8239 5205 4064 17111 2237 457 3620 812 58509 2364 56145 5424 290 9510 512 5134 3236 1898 8998 50721 524 50197 22942 27255 1201 8856 2808 599 2209 7784 6671 3243 1113 13491 7810 5681 1443 1361 4238 3836 2873 3848 514 2346 84894 21838 1678 20160 8934 11226 8420 7768 2806 1619 414 2743 652 7538 63056 2753 1187 1102 853 6436 648 3334 2564 2310 1945 1729 1474 2211 983 7255 3027 4228 2357 676 1681 497 963 348 1001 1352 3034 1441 1363 630 736 360 5025 60303 3024 1022 57279 12123 7997
is_linear=0
shrinkage=0.0227381


Tree=724
num_leaves=106
num_cat=0
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split_gain=5.47579 5.30888 4.49601 8.59751 11.6944 9.31906 9.07515 8.97715 11.3088 9.61145 11.0804 8.78549 8.44282 7.87513 7.42958 6.79711 9.6566 6.86479 10.7906 10.4285 8.41008 7.67934 8.06143 7.63023 8.31148 7.57657 7.3027 6.88514 8.4446 7.55948 6.43606 6.86805 6.39619 6.39194 7.17719 6.10238 5.93051 7.13042 6.06066 5.62028 7.59422 8.06652 8.21481 7.95116 7.36782 12.6791 9.09764 7.33882 6.65599 6.40854 5.72764 7.97336 7.52199 5.51205 5.43051 5.40262 5.76825 5.31659 5.83406 5.32956 5.28111 5.1778 5.09286 5.08468 5.04993 4.94894 4.89654 4.84156 4.6833 4.65543 4.60862 4.61676 4.4808 4.84336 4.45911 5.05187 4.45381 4.78386 4.55939 4.24834 4.22326 4.27408 3.95855 3.68148 3.62878 3.4009 3.2359 3.01634 2.7093 2.52373 2.2584 2.13327 2.05478 1.93795 1.86446 1.80218 1.53425 1.22305 1.16025 0.968466 0.796305 0.671389 0.471146 0.423077 0.206808
threshold=0.62410743454954465 0.79654725244428082 4.5000000000000009 0.27429467084639503 0.007554244017228485 21.500000000000004 24.26136363636364 -0.012832327745854853 0.012250000000000002 0.14932674545265481 0.045473881065845496 -0.0073021200951188794 13.500000000000002 4.6335595322582543 31.500000000000004 0.31698564593301443 0.023471928201615814 -4539.4999999999991 0.6569710866047539 0.35385348001065037 553916.25000000012 0.047650000000000005 3111129.4500000007 0.039150000000000011 0.043750000000000004 0.025779942981898788 0.0083477725274860876 687.21505607251686 -2008.4999999999998 15.5109159943047 0.94281045751633996 2.5000000000000004 0.031243151053786281 0.49137931034482768 5.7553287981859418 2637387.0000000005 0.53410852713178303 0.10547590891984841 -1336.9285714285713 0.48214976464004883 0.39343443139757411 -0.014590695966035126 0.019649149850010875 0.33088644542574924 0.0003893019311362878 -0.02357381675392389 -0.01105435937643051 -0.032976400107145303 0.070150000000000004 9.3049516908212571 0.16701534170153418 0.55660947133066807 -2289.4999999999995 8.9420168067226911 -0.061998330056667321 0.43230832915684175 -681.49999999999989 0.0064757717773318299 0.28484041941313737 0.010898518376052381 16.005681818181824 26088.750000000004 0.095259158781528006 281272.05000000005 0.0039969277568161496 0.0044741053134202966 0.019127655774354938 2.5000000000000004 0.70873130051286914 30.500000000000004 31487.681250000005 -2251.4999999999995 19.46276174306735 0.00077680437243543576 0.33309259391891283 0.0047424749936908492 0.017647364176809791 0.053750000000000013 835.53814037355664 0.029063049703836445 -0.063234448432922349 0.50758907598220981 -887.95454545454538 313963.44937500008 -0.0060597874689847222 0.0076495090033859023 609.99651995931902 0.17179025132502959 2.5000000000000004 -688.23214285714278 0.72311494006137489 0.080150000000000013 1530.5000000000002 0.65019975931187191 0.020505722612142566 0.88687448728465967 1.0000000180025095e-35 0.052435192458758842 0.56549671592775053 -0.0056182835251092902 -60.499999999999993 -0.01286439737305045 -17091.499999999996 0.48077661369781377 11.476731601731602
decision_type=2 10 10 10 2 8 10 2 8 10 2 2 2 2 10 10 2 2 10 2 8 8 8 8 8 2 2 8 10 8 10 10 2 10 10 8 10 10 10 8 10 2 2 10 2 2 2 2 10 8 10 2 10 8 2 2 8 2 10 2 10 10 10 10 2 2 2 2 8 8 10 2 8 2 8 2 2 8 10 2 2 10 10 10 2 2 10 8 10 10 8 10 8 8 2 10 8 10 8 2 10 2 2 2 8
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Tree=727
num_leaves=112
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split_gain=5.9356 6.70487 8.19438 7.95304 7.83992 8.25019 12.3299 7.81829 7.8807 9.33963 7.73334 7.43247 7.18701 7.11546 7.09597 7.00517 6.95936 6.83328 6.76456 6.70417 9.74227 10.2003 9.27981 11.6313 11.4097 9.38941 8.82275 11.8017 10.3886 9.94249 8.58667 8.80543 8.45601 8.26008 11.0616 8.20807 7.93348 7.43491 7.55654 7.20008 6.98501 6.70278 6.98311 6.53787 8.42552 8.35502 7.90636 7.76434 7.53897 7.5265 9.65509 9.88509 9.43801 10.0007 9.40481 7.27456 7.07388 6.97549 8.95117 8.37031 6.41139 6.48458 6.93535 6.32224 6.25336 8.1598 9.96509 8.78639 7.17058 17.1451 9.63297 7.25283 7.13258 6.78622 7.00525 6.71898 6.686 7.04213 6.57763 7.2968 9.13283 7.38804 6.56311 6.82291 6.56097 6.96195 8.12215 7.97499 8.28626 7.79768 7.6677 7.18633 7.00161 6.77793 7.61765 6.76658 7.54103 6.64176 6.5832 6.40715 6.3817 6.24297 9.32591 8.43882 9.67833 8.68605 6.50475 6.32388 6.22412 6.51434 6.09912
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decision_type=2 8 8 8 2 8 8 8 2 2 2 10 10 10 10 2 2 10 10 2 2 10 8 2 2 2 8 10 10 2 8 2 2 8 10 2 2 10 10 10 10 10 10 2 2 10 2 10 2 2 8 8 2 10 10 2 10 8 2 2 2 8 2 2 2 10 10 10 2 8 2 10 8 8 2 2 10 8 8 8 8 10 10 2 2 8 10 2 2 10 10 8 2 2 2 8 2 10 2 2 8 8 10 2 10 10 2 2 8 10 10
left_child=64 2 3 7 5 6 15 8 9 110 -8 16 -9 19 18 -3 -5 -11 -4 20 21 30 25 24 32 37 27 -22 -28 -30 35 -32 -24 34 -25 -6 -35 39 -39 -21 63 42 -27 45 48 49 47 -47 56 52 54 -52 53 -7 -51 -54 -45 59 -59 -48 61 -15 -63 -23 65 66 -1 76 69 72 75 73 -66 -72 -75 -71 77 -67 84 81 -81 82 83 -80 93 89 -87 88 -88 -86 -89 -91 -93 94 95 97 -97 -70 -95 -68 -73 102 107 105 -105 -103 -104 -82 109 -102 -2
right_child=1 4 14 11 13 43 10 12 -10 17 -12 -13 -14 60 -16 -17 -18 -19 -20 22 26 40 23 33 -26 41 28 -29 29 -31 31 -33 -34 36 -36 -37 -38 38 -40 -41 -42 -43 -44 44 -46 46 57 -49 -50 50 51 -53 55 -55 -56 -57 -58 58 -60 -61 -62 62 -64 -65 68 67 99 -69 78 70 71 100 -74 74 -76 -77 -78 -79 79 80 101 -83 -84 -85 85 86 87 90 -90 91 -92 92 -94 98 -96 96 -98 -99 -100 -101 108 103 106 104 -106 -107 -108 -109 -110 -111 -112
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leaf_count=2555 784 1026 716 1924 146 1395 210 963 742 208 824 1115 998 199 1985 250 1689 796 3000 9927 345 816 1550 1688 1137 6175 1182 810 4236 3443 1038 2112 1645 1279 212 754 5548 1580 1770 2396 1596 514 3875 163 459 414 3736 976 298 584 985 2465 201 492 1202 1790 1387 769 353 483 164 186 1056 297 119 460 569 87 1891 257 133 309 2970 344 1980 207 506 215 22771 1705 4694 99 2633 75 303 178 370 741 1073 473 7633 503 1187 413 1544 1682 14596 2521 1151 262 1114 3497 420 8065 4657 4490 183 4560 857 306 637
internal_value=0 0.00064354 -0.0013586 0.000204237 0.000990616 0.00270498 -0.00225161 0.00280337 -0.000866458 0.0022047 -0.00797519 -0.00275619 0.00663133 0.000431909 -0.00502328 0.00470469 -0.00526983 -0.00562332 -0.00806275 0.000641805 0.00215196 -0.000418567 -9.87347e-05 -0.00220637 0.00141532 0.000987889 0.00406813 -0.00492736 0.00489557 0.00589428 0.00279532 0.000620688 0.00437696 -0.00451539 0.000772644 0.0114075 -0.00634447 -0.000553629 0.00287763 -0.00188552 -0.00405214 0.00325796 0.00396497 0.00351837 0.00837774 0.00269891 2.71251e-05 0.00645439 0.0112088 0.00477001 0.002311 0.00553247 0.00852471 0.0139185 -0.00310642 0.00285842 0.0137441 -0.00174877 0.00382767 -0.0039693 -0.00498764 -0.00670667 -0.0093019 5.19023e-05 -0.00035806 0.00246612 3.84571e-05 0.00697142 -0.00050157 -0.00280433 -0.000158126 -0.00127032 -0.00804356 -0.00332109 -0.00435411 0.00993268 0.00867176 0.0032408 -0.000288594 -0.000797642 -0.00201249 -0.000113592 -0.000221935 -0.000582072 0.000672457 0.00230234 0.000965959 0.000289101 0.00627455 0.00557134 -0.00089564 0.00700122 0.00898674 -0.000190717 0.000184673 0.000622749 0.00141388 -0.0025055 -0.00607343 0.00778129 0.00320463 -0.00160046 -0.00395678 -0.000714343 -0.00237235 0.00157227 0.00797171 -0.00484497 0.00523165 0.00885912 0.00704464
internal_weight=0 4963.35 729.584 517.156 4233.76 1032.51 143.408 275.626 144.115 109.862 77.9844 241.53 131.511 3201.25 212.428 65.4237 169.885 41.4417 133.418 3089.19 1011.04 434.661 2078.15 703.934 275.36 1374.22 576.377 44.962 531.415 483.945 231.703 192.351 193.718 428.574 111.418 39.3511 317.157 822.317 227.148 595.169 202.958 551.903 512.776 889.102 116.853 772.249 341.026 68.9249 93.8009 431.223 268.966 168.554 162.257 76.7112 100.412 85.5459 79.3059 272.101 75.7199 196.382 112.061 103.344 83.6431 106.379 7942.25 377.337 250.844 126.493 7564.91 631.568 425.511 390.039 206.056 268.986 251.098 35.4727 118.501 66.9603 6933.34 4533.51 1627.11 2906.39 2888.8 2605.97 2399.83 825.936 594.175 566.039 87.4244 231.76 478.615 207.368 167.287 1573.9 1487.32 1392.7 1115.35 277.354 86.5813 56.4605 121.052 1548.92 415.158 1133.76 657.032 476.73 24.0174 391.14 106.361 69.9624 68.4199
internal_count=201053 93695 15557 9856 78138 20462 2310 5128 3167 2425 1034 4728 1961 57676 5701 1276 3613 1004 3716 56071 16775 6759 39296 13059 4332 26237 10016 1155 8861 7679 4050 3150 3195 8727 1900 900 6827 15673 3350 12323 2709 10564 10050 18152 2307 15845 6731 1390 1848 9114 5236 3450 3878 1887 1786 1991 1550 5341 1122 4219 1605 1441 1242 1113 107358 4654 3386 1268 102704 8596 5507 5043 3089 2457 2324 464 1181 675 94108 57849 32271 25578 25479 22846 36259 12461 9995 9817 1443 2466 8374 2163 1690 23798 22234 20690 16278 4412 1564 831 2586 30566 9857 20709 12722 7987 603 9254 2277 1420 1421
is_linear=0
shrinkage=0.0227381


Tree=728
num_leaves=112
num_cat=0
split_feature=225 184 17 18 207 230 224 228 177 220 55 120 207 175 130 39 57 197 210 184 44 208 181 223 218 121 177 17 177 211 227 220 161 205 31 30 30 184 150 221 166 122 182 130 39 124 219 181 14 162 227 121 206 93 200 184 218 211 162 155 41 10 125 125 225 208 169 230 210 218 202 188 229 67 160 135 58 206 17 191 206 199 135 211 210 228 155 7 197 207 228 58 39 46 212 230 179 186 221 56 210 161 227 48 223 50 212 121 130 212 122
split_gain=4.3004 5.79686 6.38827 5.03266 4.97762 8.50738 7.2582 7.14266 8.55124 7.90016 7.42778 7.24624 9.742 9.67523 8.67555 8.35186 9.02043 7.843 9.57435 7.44034 6.85527 6.75478 13.9119 7.90537 7.73413 7.49981 7.10517 6.73955 6.66678 6.63542 6.46419 8.79635 7.4874 6.37285 6.32571 8.9204 8.76043 10.994 9.04076 7.91593 7.47314 7.32205 7.91407 7.17125 6.95396 8.31519 7.98962 11.2107 9.01883 7.26546 7.74752 8.41851 7.26139 10.5705 8.93165 8.08459 11.0031 8.24418 6.55417 7.73295 7.07958 6.51008 6.46818 7.447 7.66361 9.43298 8.2966 7.74002 10.1854 9.18765 7.15886 6.7674 6.45552 7.37819 6.2921 6.28893 6.72734 6.27436 9.50316 6.27397 6.23721 6.74089 5.89841 5.82171 5.79229 5.79097 5.72494 5.50438 5.4456 5.27467 5.27448 5.44177 5.26825 5.25273 5.7638 5.1677 7.8307 5.15679 7.61737 7.56525 5.00319 5.11222 4.99444 8.71038 5.57593 4.93362 6.34071 6.21149 4.92131 4.82539 4.81104
threshold=0.038996232673525817 54128.250000000007 -853.49999999999989 -4810.4999999999991 0.0019339641439728441 -0.015740931965410706 -0.033087709918618195 -1.0000000180025095e-35 0.20185185185185187 -0.012550571002066134 0.048350000000000011 2.857126228366667 0.010863451287150385 1.5000000000000002 0.5774974719115028 0.7573920582971736 0.08815000000000002 1.0000621014473452 -0.030643640086054798 201327.75000000003 0.98635000000000017 -0.053665488958358758 110377.39772727275 -0.0064052126836031667 -0.030866134911775586 0.1374995907750329 0.42206477732793529 -2035.4999999999998 0.31698564593301443 0.032055716961622245 -0.0095071746036410314 -0.014805636368691919 0.3111524695729338 0.078143868595361723 9.5000000000000018 4.5000000000000009 1.0000000180025095e-35 51132.375000000007 -903.49999999999989 0.024469683878123764 9.5000000000000018 0.029357242483378888 -582.56190476190466 0.56064568336053766 0.19125081347581843 29.019849418206714 -0.0042201529722660771 112345.34340659343 0.018717500000000001 0.96095480677920297 0.0090342108160257357 0.20723861841023403 0.016379266977310184 -65.499999999999986 32.500000000000007 348890.00000000006 0.015768189914524559 0.034888012334704406 0.90758420489236902 684146.27761363646 0.070817821750167056 2.5000000000000004 14.68993839835729 8.5133470225872703 0.0077369625214487323 -0.014333307277411221 0.076936566519899871 -0.014072883408516644 0.0048201996833086022 -0.0037901833420619364 0.14046504348516467 0.76488306165839837 1.0000000180025095e-35 0.052350000000000008 190.59750000000003 0.050036874498926548 0.97345000000000004 0.010801764205098154 -6804.4999999999991 34.500000000000007 0.067542988806962981 133446.70087912091 0.0032938422364024882 -0.042627247050404542 0.022886782884597782 0.00090628914767876278 1204522.1250000002 36735.750000000007 1.1882359842201951 -0.033508829772472375 0.0031300334958359603 0.98335000000000006 0.075907666333906956 0.045450000000000011 0.034442152827978141 -0.010109431575983761 1.0159930301275144 11688.367500000002 0.0049274659249931583 0.067750000000000019 -0.00060767013928852965 0.16028812136451159 -0.0044316977728158227 0.40795000000000009 -0.021180951036512848 0.23065000000000002 0.0074433016125112781 0.22984895719059392 0.25808640860046367 0.014393480960279705 0.056478814472809197
decision_type=2 8 2 2 2 2 2 2 8 2 10 2 2 10 10 10 10 8 2 10 10 2 10 2 2 10 10 2 8 2 2 2 8 2 2 2 2 10 8 2 10 10 8 10 8 2 2 10 2 8 2 8 2 10 8 8 2 2 8 10 8 2 2 2 2 2 8 2 2 2 2 8 2 8 10 8 8 2 2 10 2 10 10 2 2 2 8 10 8 2 2 10 10 8 2 2 10 10 2 8 2 8 2 8 2 8 2 10 10 2 10
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Tree=731
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decision_type=10 10 2 10 8 2 2 10 10 10 10 10 2 10 10 2 8 2 2 2 10 2 2 2 10 8 10 2 8 2 2 8 2 2 2 2 2 2 10 2 10 2 8 2 2 2 2 2 2 2 8 2 8 10 2 2 2 10 2 2 10 2 2 10 8 10 10 8 2 10 8 10 10 10 8 8 8 2 10 10 10 10 10 2 10 8 2 2 8 10 10 8 8 8 2 2 2 2 2 2 8 8 2 10 2 10 8 2 8 2 2
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leaf_count=383 326 223 202 194 78 558 255 72 212 272 129 93 242 298 215 156 140 125 577 205 319 435 207 334 85 139 374 261 440 603 1474 2381 194 1350 203 253 170 136 993 138 137 125 1349 1276 126 224 1109 274 422 417 1493 473 264 586 1030 454 953 834 150 1267 414 796 357 893 1593 199 1102 120 744 735 1692 585 435 168 531 254 10810 111 1639 315 3631 538 26084 2462 10879 6061 365 3649 10831 736 338 5804 206 15283 366 318 10227 5399 1427 771 34140 847 103 2141 3236 150 998 636 617 321 741
internal_value=0 -0.000957556 0.000118622 -0.00331183 -0.00248872 7.10304e-05 0.00616913 -0.00233072 0.00110518 -0.00422121 0.0018512 0.00500431 0.00945988 0.0149782 -0.00582493 -0.00470819 -0.00178748 0.011194 -0.00847021 -0.00824368 0.002635 0.00618142 0.00125719 0.00729281 -9.97331e-05 0.0112849 0.0142582 0.00185125 -0.00508189 -0.00681807 0.00310381 -0.00509979 0.00409763 -0.0057795 -0.00185678 0.00542929 -0.00785392 -0.00285115 -0.00625394 0.00763696 0.0041859 -0.00064771 0.000312467 -0.00756886 -0.0044123 -0.00295639 0.000285307 -6.91863e-05 0.000684682 -0.00101911 0.00175158 0.00776455 -0.00143145 -0.000968908 -0.000409711 0.00189968 -0.00127317 0.00726059 0.0104724 0.000868763 -0.00291664 -0.00532411 0.00652677 0.00108477 0.00239606 0.00659269 0.00962614 0.000403699 0.00370114 0.00705294 0.0108878 -0.000714499 -0.00554255 -2.6356e-05 0.00614296 0.00945086 0.0017004 0.00519313 0.0071558 0.000800914 0.000342043 -0.0060673 -0.000289787 0.00234283 -0.000845491 -0.00111732 0.014019 0.00078524 1.6865e-05 -0.000838521 0.00233147 0.00277423 0.00187384 0.00285067 0.0125872 -0.000606034 -0.00141585 -0.00174973 0.00439736 0.00237452 -0.00128102 5.62446e-06 0.0103283 -0.00488169 -0.00249372 -0.00424133 -0.00948326 -0.0046538 0.00760274 0.00688656 0.0126504
internal_weight=0 1572.95 1085.09 487.851 431.691 249.032 66.557 182.475 121.518 443.58 653.403 44.2713 33.347 22.7218 182.659 65.147 100.22 44.4012 60.9566 49.9201 588.256 156.206 432.05 72.4003 359.65 86.1878 67.7629 262.327 97.3229 90.442 234.437 404.673 24.8723 379.801 137.011 43.3223 242.79 89.8712 70.4773 19.3939 38.9066 70.0184 11341.5 154.197 82.6291 28.5365 11314.8 7043.13 3928.12 3115.01 399.911 99.8437 2715.1 2403.85 300.067 217.142 140.527 76.615 84.1762 4271.66 224.786 182.111 42.6754 4046.88 1375.98 185.29 124.149 2670.9 300.608 167.97 122.182 132.637 76.8526 2370.29 89.2072 70.163 1190.69 235.436 198.268 955.252 919.856 82.9253 2281.09 392.758 1888.33 2381.81 72.8869 3895.57 2288.79 1675.19 613.601 602.026 1606.78 1151.8 43.5025 454.983 1514.47 405.283 160.716 1108.3 2342.68 61.1407 35.3955 311.247 205.867 179.578 104.77 37.1678 49.7 27.0962 74.9449
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is_linear=0
shrinkage=0.0227381


Tree=732
num_leaves=109
num_cat=0
split_feature=86 208 65 224 42 128 202 53 133 5 133 174 59 199 17 226 133 214 162 93 81 226 41 6 209 165 214 7 145 171 122 46 217 230 47 31 190 14 7 124 217 41 206 31 43 202 211 127 15 89 153 229 197 229 213 18 56 202 228 208 188 46 217 134 14 134 60 179 149 56 189 229 178 174 220 47 194 210 38 149 190 202 229 224 131 93 128 53 230 226 69 15 48 41 188 38 220 209 153 182 136 177 52 6 133 179 130 198
split_gain=4.82379 5.90051 6.75703 6.57561 5.62768 7.47465 6.51288 6.51665 4.71625 4.65115 4.85908 4.59239 8.15056 8.53715 8.66295 7.88911 6.84322 7.02208 6.7553 6.18099 6.1449 9.2454 7.83016 8.19436 5.99226 6.82213 6.38716 6.03891 6.01319 5.86164 8.52578 6.86212 6.22435 7.33205 6.14177 7.07829 6.33752 7.93205 7.63931 7.17277 6.84198 13.4872 5.86914 5.7181 5.71734 5.64765 5.64656 5.55633 5.33122 4.97985 5.89165 4.80734 5.62671 4.86764 4.78142 4.72839 4.3055 4.29228 4.28868 4.22542 4.15952 5.51277 4.23099 4.08014 4.39802 4.03982 3.91167 3.87404 3.83658 3.77828 3.57803 3.57503 3.89992 3.55194 3.53721 3.3753 3.29341 3.63999 3.09276 3.00914 2.81985 2.80943 2.64637 2.61301 2.44796 2.28092 2.22001 2.21598 2.20134 2.09433 2.00202 1.96481 1.95817 1.88237 1.87836 1.55409 1.46745 1.45108 1.09284 1.08528 1.04035 0.801602 0.745328 0.661929 0.567717 0.451658 0.436654 0.329914
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decision_type=10 2 10 2 10 10 2 10 8 2 8 10 8 8 2 2 8 2 10 10 10 2 8 2 2 10 2 10 10 10 10 8 2 2 10 2 10 2 10 2 2 10 2 2 8 2 2 2 2 8 8 2 8 2 2 2 8 2 2 2 10 10 2 8 2 8 10 8 10 10 8 2 8 8 2 8 10 2 2 8 10 2 2 2 10 10 10 10 2 2 10 2 10 10 8 2 2 2 10 8 10 8 10 2 8 10 10 8
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Tree=733
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is_linear=0
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Tree=734
num_leaves=101
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decision_type=10 2 2 2 10 8 2 8 8 8 8 2 10 2 2 10 8 10 10 2 2 8 8 2 10 8 2 10 8 2 10 2 10 8 10 8 10 10 2 2 2 2 2 2 2 2 2 8 8 2 2 2 2 10 8 2 2 2 8 2 10 8 2 8 2 10 8 2 8 8 2 2 10 8 8 8 2 2 2 2 2 2 10 2 10 2 2 8 2 10 2 10 10 2 2 8 8 2 10 8
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leaf_count=1884 154 107 73 138 122 104 75 97 84 103 156 229 152 93 111 314 299 1013 97 144 79 159 83 98 139 1560 191 77 153 119 158 112 66 2911 66 261 80 22537 3035 2598 470 27281 391 10460 651 6788 3587 1098 8747 103 2374 2517 810 614 9345 4134 1922 1067 17873 256 322 497 1618 3055 3287 6196 8719 4070 4307 15479 5356 739 526 57 138 364 805 242 67 120 77 127 57 132 190 133 96 104 909 125 133 123 120 138 1371 51 142 250 92 92
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internal_count=201312 629 200683 651 405 426 200032 39907 38098 2706 35392 2795 32597 2538 30059 26280 2191 1241 2060 1809 1528 605 382 478 673 496 160125 18933 141192 1068 17865 10101 936 1122 5871 2091 1539 1098 441 3780 2782 2457 998 780 135321 7764 8979 3581 5398 473 7187 1298 5889 134848 3779 855 134397 6546 577 2101 1670 431 289 127851 604 746 451 329 476 950 325 552 351 481 322 1070 871 1593 281 460 278 799 216 203 376 246 166 177 424 223 311 218 199
is_linear=0
shrinkage=0.0227381


Tree=737
num_leaves=112
num_cat=0
split_feature=190 48 53 131 14 170 186 38 66 191 67 212 83 43 223 184 210 17 7 216 186 180 124 221 225 83 149 181 205 46 177 80 130 134 232 195 196 194 225 223 186 129 14 180 70 170 93 223 133 200 145 207 144 122 145 210 182 222 189 222 15 41 186 228 216 177 181 226 153 66 216 212 231 218 128 155 181 128 218 130 134 133 209 212 30 124 18 131 224 18 12 224 222 149 217 149 24 73 145 204 130 210 205 182 177 31 136 211 72 210 132
split_gain=4.42726 6.06899 6.54594 11.8398 9.2546 15.1649 8.15134 8.32704 12.021 8.66216 10.0277 8.25508 7.39495 11.0628 7.8089 6.50448 9.01626 7.88888 7.8035 9.07597 7.62507 7.62257 7.60274 7.65294 9.3058 7.56307 7.66438 7.15145 7.00106 7.60955 7.39563 6.75167 9.98374 6.75459 7.91693 6.56027 6.14525 8.42515 7.37705 6.06667 6.0648 6.01838 5.99525 5.80503 7.63053 6.35883 5.76645 7.41161 6.70519 5.65697 8.19364 8.18499 7.36544 6.41219 6.06703 5.50441 10.0859 9.32911 12.0617 9.4481 10.5218 7.95907 8.50005 10.439 9.3837 9.65051 8.53341 7.71892 7.59727 9.10768 9.19471 8.4012 7.66947 8.59092 8.34302 8.59106 8.22925 7.9611 7.44243 7.40381 8.74104 7.3427 7.17146 9.88007 8.84256 7.16803 7.37551 7.13308 11.7059 10.9429 13.6485 10.0386 6.83973 6.60844 6.59118 8.3395 6.46908 8.54962 11.1858 9.7614 6.3751 6.50352 6.36193 6.23356 6.22572 9.57936 7.07812 6.19175 7.74291 6.98835 6.39007
threshold=27.500000000000004 0.38500000000000006 0.090950000000000017 0.45120436898237243 0.018421500000000004 32.449494949494955 20464.425000000003 30.500000000000004 0.091350000000000015 46.500000000000007 0.19255000000000003 0.0074433016125112781 0.0022500000000000007 0.088050000000000003 -0.016499279066920277 167727.88636363638 -0.021067521534860131 -83.499999999999986 45967.500000000007 0.004577701911330224 3008.6550000000002 8454.3337500000034 32.234086242299803 -0.0041923669632524243 0.00097445474239066254 0.037550000000000007 565.35416666666686 88264.500000000015 0.02962225861847401 0.0011500000000000002 0.37668918918918926 0.076300000000000021 0.39249724003295378 0.24616492225367115 0.010561237577348949 17.128618693134825 0.49359635981224348 0.024465060601526267 0.0032007368281483655 -0.020817522890865799 2241.5400000000004 0.29166666666666669 0.009441500000000002 9896.152500000002 0.081450000000000009 17.023809523809529 -1184.4999999999998 -0.018168770708143708 0.047299569611707525 14.500000000000002 585.63470520118267 0.036203928291797645 -168.49999999999997 0.051054635968842056 277.8993215656115 -0.0060809808783233157 -542.90454545454531 0.0028225847054272894 0.34855435084792891 0.0013380602467805149 -15436.499999999998 0.50558277949122454 7116.1200000000008 -0.0076410409528762093 0.021757874637842182 0.23606811145510839 28806.364285714288 0.0050555067136883744 132585.75000000003 0.10975000000000001 0.0067071774974465379 -0.060128735378384583 -0.0084162116982042772 0.016042620874941352 49545.000000000007 9295.0453125000022 171125.35714285719 61876.500000000007 0.044640611857175834 0.27872219500799839 0.30722194779970841 0.092269093703300289 0.019792375154793266 -0.001847429317422211 4.5000000000000009 62.429842573579748 -951.49999999999989 0.37688490766946442 0.0073350674938410529 -925.49999999999989 1.5000000000000002 -0.0045280265621840945 0.029619073495268825 829.41666666666686 0.024081568233668808 209.07142857142858 1.0000000180025095e-35 0.82895000000000019 1658.5189552730474 -0.016077375039458271 0.23808266329813696 0.023333992809057239 0.065534386783838286 -286.91844919786087 0.59629629629629644 12.500000000000002 0.68449478717598022 -0.015797822736203667 0.97045000000000015 -0.023912128992378708 0.22173711915590777
decision_type=10 10 10 10 2 10 10 2 8 8 10 2 10 10 2 10 2 2 8 2 10 8 2 2 2 10 10 8 2 10 10 10 10 10 2 10 8 10 2 2 10 10 2 10 8 8 10 2 8 10 8 2 8 10 10 2 8 2 10 2 2 8 10 2 2 8 8 2 10 10 2 2 2 2 10 8 8 10 2 10 10 8 2 2 2 2 2 8 2 2 2 2 2 10 2 8 2 8 8 2 10 2 2 10 10 2 8 2 8 2 8
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right_child=1 -3 3 4 6 -7 -8 8 11 -11 -12 -13 -14 36 41 18 17 -19 19 -21 22 25 23 39 -26 27 -28 -29 -30 -31 -32 32 -34 34 -36 -37 37 -39 -40 -41 -42 -43 -44 45 -46 -47 47 -49 -50 50 51 -53 -54 -55 -56 61 82 58 -60 -61 79 68 67 96 -66 66 -68 -69 71 70 -72 78 74 77 76 -77 -78 -79 -80 80 -82 94 83 84 93 -87 -88 88 -90 90 -92 -93 -94 -95 95 -97 100 99 -100 -101 102 -103 -104 -105 105 -107 -108 108 109 -111 -112
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leaf_count=4096 3760 1115 215 2134 749 344 1040 200 1147 664 489 775 4496 211 1082 140 734 368 162 1696 761 12670 1168 251 837 193 1720 598 718 342 1065 228 1110 2145 954 3952 175 345 344 2219 276 151 926 1977 413 20568 751 4961 4886 357 546 304 716 377 602 224 1065 8904 666 961 539 2127 482 2218 789 330 3385 1177 479 904 525 749 2457 490 2697 5068 1286 129 426 5055 1151 1616 3251 1706 611 1780 635 3384 2962 619 286 2777 168 120 123 112 196 3180 310 5277 3596 131 259 185 8309 6277 6679 158 2338 2722 1751
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internal_count=201024 88225 87110 15763 7542 2478 5064 4024 2122 1902 1238 1922 8221 3725 1448 71347 35877 26881 35470 3983 8996 26513 5236 4475 2005 15181 14390 791 2287 1569 1227 31487 1338 30149 7051 6097 2277 1446 831 2470 487 1233 1101 23098 553 22545 11332 5712 5620 112799 2902 1943 1639 923 959 109897 47890 23787 9570 14217 13256 62007 23405 19895 4728 3939 3715 3510 38602 15683 1429 22919 14254 2746 11508 7525 3983 619 22440 6745 6206 2333 24103 6041 2622 6511 4731 18062 10028 7066 905 6161 3419 916 1851 235 15167 10985 2528 8457 4182 327 3855 796 22014 14586 7428 8034 5218 5060 2816
is_linear=0
shrinkage=0.0227381


Tree=738
num_leaves=112
num_cat=0
split_feature=137 56 224 229 152 152 62 121 221 217 127 215 135 122 149 7 10 195 220 220 41 17 228 231 223 123 133 222 152 213 63 225 142 122 155 39 219 222 207 195 46 233 222 182 197 180 185 204 61 220 141 206 135 222 208 211 171 141 156 141 204 131 205 42 174 145 145 200 123 233 203 211 132 211 233 225 56 117 224 165 182 18 79 142 122 177 233 141 7 155 221 182 228 228 133 205 149 205 205 228 87 233 204 145 125 141 122 47 228 185 162
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decision_type=2 10 2 2 10 10 8 10 2 2 2 2 8 10 8 10 2 8 2 2 8 2 2 2 2 8 10 2 10 2 10 2 10 10 8 8 2 2 2 8 10 2 2 10 8 8 10 2 8 2 2 2 8 2 2 2 8 2 10 2 2 10 2 10 10 10 10 8 10 2 2 2 8 2 2 2 10 10 2 10 10 2 8 10 10 10 2 2 10 10 2 10 2 2 10 2 8 2 2 2 2 2 2 8 2 2 10 8 2 8 8
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leaf_count=453 105 131 252 121 158 232 92 207 285 126 140 109 145 835 294 145 116 81 162 1436 334 101 288 406 1208 1594 95 97 152 2434 124 254 99 155 239 3104 710 1099 883 3525 145 3287 1257 5953 25912 2988 55750 39192 2571 262 987 22739 1184 127 1122 95 78 139 93 81 105 512 125 150 233 75 172 3578 179 96 164 124 351 126 178 213 451 134 248 94 103 215 332 106 377 269 325 155 253 101 242 57 102 130 235 210 419 158 217 279 106 113 113 136 173 1017 618 153 118 92 47
internal_value=0 -0.00299831 0.00425882 0.00886136 -0.0051351 -0.000662675 -0.0061124 0.00907069 -0.0086082 0.0120757 0.0140843 0.0152701 -0.000449556 -0.0100529 0.000304272 -0.00415916 0.00162361 -0.0100532 0.000342438 0.000436857 0.00313698 0.00550433 0.00715965 0.0140001 0.0043135 0.0064508 -0.00171733 -0.00403232 0.0203328 0.000339263 0.00135462 0.0110849 0.0188413 0.00111312 0.0083812 0.000860515 0.00423014 0.000120194 -0.00187416 -0.00410402 0.00233555 0.0043541 0.000294881 0.00134087 0.00178549 -8.71435e-05 0.000521997 -0.00107688 -0.00312324 0.0166138 -0.0016393 0.000351679 -0.0052751 -0.002272 -0.0013519 0.00163028 -0.00256809 0.00168396 -0.00440597 0.00510575 0.00802136 0.0119242 -0.00863638 -0.00413803 -0.000523202 0.0025351 -0.00527976 -0.00618882 0.0014124 0.00335766 -0.00751023 0.0071863 -0.00676109 -0.00876605 -0.00555027 0.00294435 -0.00341096 -0.00691646 -0.005883 0.00403316 0.0096021 -0.0119395 -0.0122853 -0.00247675 -0.00370594 0.00181414 -0.00646707 0.00653858 0.00988512 -0.00166245 -0.00235953 -0.00597223 0.00596722 0.00833605 0.0184731 -0.00137097 -0.00900221 0.0110463 0.00957687 0.0121631 0.0218419 0.00149766 -0.0130563 -0.00598675 -0.00952431 -0.0149295 -0.014683 -0.00587499 0.00392586 0.0141107 -0.00468464
internal_weight=0 219.644 48.0185 33.936 171.626 79.4965 53.0136 26.4829 92.1293 30.203 18.4383 25.6136 29.5414 38.2402 12659.3 99.4567 53.3464 46.1103 12559.8 11902.9 405.869 272.046 240.307 60.706 179.601 150.061 133.823 109.562 34.0094 11497 2032.42 39.8723 23.0963 1992.55 57.6303 1934.92 245.6 9464.6 755.504 494.034 261.47 209.567 8709.09 2324.11 2118.29 6384.99 3954.94 2430.04 205.82 29.7948 330.78 1689.32 51.903 27.8355 656.918 189.448 467.47 125.887 44.397 81.4903 66.2243 45.1469 37.8351 341.583 164.073 48.3705 293.212 267.498 39.5273 25.7147 227.97 28.5131 88.2618 163.254 29.5397 26.6966 28.6839 24.9081 31.7393 14.7734 19.6865 62.5879 30.5893 135.56 124.386 42.4553 81.9303 33.116 25.557 17.1209 16.776 20.2305 21.3004 10.3309 21.5628 21.0773 72.0854 22.7422 16.6308 25.3744 16.2817 10.6129 37.3553 14.0825 24.5392 45.467 33.4208 15.266 5.61417 13.7522 8.28306
internal_count=200767 5137 1216 828 3921 1923 1418 505 1998 707 347 581 560 1045 195630 1991 1034 957 193639 183018 6121 4895 4373 1059 3314 2802 1226 1064 558 176897 29604 832 466 28772 783 27989 2146 147293 12571 7072 5499 4170 134722 35535 31865 99187 57007 42180 3670 417 4512 25843 1329 366 10621 3088 7533 1828 689 1139 908 617 596 5705 2714 1005 4700 4215 473 485 3742 515 867 2560 512 501 660 585 522 373 345 1438 471 2199 2093 646 1447 524 369 316 366 510 197 275 472 291 770 391 313 374 341 212 812 388 421 1122 731 231 210 242 279
is_linear=0
shrinkage=0.0227381


Tree=739
num_leaves=112
num_cat=0
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split_gain=5.25393 11.1624 9.09236 8.53208 8.57797 8.28429 7.83849 9.02324 8.37578 8.13341 8.6234 10.9154 12.0175 9.94971 8.87159 7.83447 7.5422 17.6717 9.83864 8.6829 7.9917 11.5366 12.4595 8.0376 7.92948 8.67281 8.37409 7.5869 7.52774 7.48879 7.48288 7.4588 10.7032 8.44864 8.48231 9.55453 9.1658 8.81892 8.44853 15.7017 10.1029 11.917 9.26315 9.19005 9.75555 10.3321 9.17995 9.05732 8.83583 9.05236 8.77868 8.69115 8.5801 7.92594 7.90459 7.77847 8.18251 7.63567 8.4312 8.81681 7.62942 7.42267 7.40762 8.8081 9.7319 9.26128 8.84086 10.7413 9.63632 10.0968 8.90688 9.57429 8.19738 8.09137 7.8758 7.49601 7.76656 10.2269 7.92466 7.39459 8.19091 7.85781 7.33552 7.32059 7.30553 9.0329 7.25298 7.24755 7.22981 7.18715 7.10571 7.08775 6.92108 9.00084 6.89567 6.63275 8.17572 8.4994 9.71808 12.1695 7.10376 6.58474 11.0479 7.47835 6.57519 6.49701 6.42944 6.38266 7.01474 6.42027 6.34405
threshold=1.0000000180025095e-35 18962.351250000003 83710.76785714287 -1596.1833333333332 0.052973516285419471 -0.0039979491848498574 8.5000000000000018 0.0099611664190888422 0.0082449838519096392 0.12713549286127093 -0.0073626264929771415 0.053571472504983571 -0.0043683419935405246 92.500000000000014 0.3943989454558226 0.0033610103419050579 -0.008076058700680731 -0.012512734159827231 13.125657894736845 988206.75000000012 0.13877280056476596 24.976043805612598 0.054999656975269325 9.9009803921568658 0.011327610351145269 -0.0047567870933562508 -0.0067008789628744117 -255.34523809523807 1.0000000180025095e-35 0.0043053221888840207 157493.25000000003 0.036356133289685726 1311.5000000000002 -0.005548992194235324 17651.250000000004 0.050149572663237101 0.03165883508456465 -1175.4999999999998 0.52929545299854086 2.4483225020254973 0.0024500000000000004 0.060450000000000011 -663.49999999999989 6.5000000000000009 0.011813116259872915 42.500000000000007 0.012023326009511949 124.50000000000001 12.500000000000002 0.077928133308887496 0.10375000000000002 0.032209977507591254 136.50000000000003 0.082500000000000018 1.0489786702103423 0.13852135555370479 0.011993053369224073 -1616.9285714285713 769727.25000000012 0.24006706314387841 -1267.4999999999998 0.0028339633718132977 71.500000000000014 55537.500000000007 10.175337837837839 -0.0035270513035356994 0.98135000000000006 -1.0000000180025095e-35 424240.22250000009 1.5000000000000002 -0.025438359938561913 4.5000000000000009 82970.250000000015 -0.015403948258608578 25.500000000000004 0.13346978394992412 0.24670259488563021 0.019131218083202842 0.046096129342913635 0.018963253125548366 0.13997133608454695 0.054050000000000008 0.34689641406003163 0.014529570937156679 19.765331664580732 20.954166666666669 0.049222023901015481 -0.001826016290578991 0.00089186549303121876 0.17173410815802115 0.60736628001680215 0.034146279865639645 0.020758182741701606 0.079250000000000015 -450.49999999999994 202653.00000000003 0.026377311144492755 0.0010920705390162768 16.500000000000004 1.0000000180025095e-35 -869.42261904761892 -0.0027169639943167563 0.11561856118508888 -0.01319504017010331 0.048637685054657327 0.19149834507719771 -1055.4999999999998 -887.3205128205127 0.0679890811443329 3.5000000000000004 -0.083166684955358491
decision_type=2 8 8 8 2 2 10 2 2 2 2 8 2 10 10 2 2 2 8 10 2 2 2 8 2 2 2 10 8 2 2 8 8 2 10 8 10 10 10 10 10 10 10 2 2 10 2 8 10 2 8 2 8 8 10 10 2 8 8 8 8 2 10 10 8 2 8 2 10 10 2 10 10 2 10 10 10 2 2 2 10 8 10 2 8 10 10 2 2 8 10 10 2 10 10 2 10 2 8 10 8 2 2 2 10 10 10 10 2 10 2
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Tree=740
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Tree=741
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decision_type=8 10 8 8 2 10 2 10 10 10 8 10 2 2 2 2 8 8 10 2 10 10 10 2 2 2 2 10 2 2 2 8 8 2 10 2 2 2 10 8 2 8 8 2 10 8 2 10 10 2 10 8 10 8 2 8 2 2 8 10 8 2 2 8 2 2 2 10 10 8 10 2 2 2 2 10 2 10 10 10 8 8 10 8 2 2 2 8 10 8 10 8 2 2 2 10 2 2 8 8 8 2 8 2 2 8 8 2 2 2 2
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leaf_count=129 117141 601 226 1044 783 434 1174 1719 238 315 107 614 879 2615 181 273 87 982 1082 490 187 380 572 2898 139 511 148 278 220 274 111 310 272 408 206 2412 1953 205 1613 206 863 141 1079 519 110 902 737 856 95 2139 1761 795 4604 243 578 123 336 2244 569 119 1349 1010 809 104 475 4180 294 1751 240 3932 625 1005 225 132 2352 290 595 1082 683 386 857 3955 112 1038 214 635 1026 89 170 395 299 101 1073 189 840 1083 176 109 179 116 120 311 364 471 114 376 979 171 304 215 251
internal_value=0 0.00127969 0.00890603 0.00087642 0.00025414 0.00216238 -0.00289307 0.00415821 0.00393819 -0.00631096 0.00576325 0.00127938 0.00513977 -0.00132327 0.00168579 0.00802302 -0.00274437 0.0109039 -0.00096767 -0.00260356 0.00429467 0.00447454 -0.00109327 -0.00708817 0.0136841 0.0116705 0.0130837 -0.00170689 0.0047813 0.00702779 0.0100102 -0.00147526 0.0119071 -0.000703806 -0.00037853 0.00796748 -0.00437409 -1.71056e-05 0.00111772 -0.00168056 0.00166687 0.00466485 0.00194195 0.00254342 0.000283874 0.00426317 0.00640555 0.00192104 -0.00492048 -0.00660875 0.00562681 0.00918101 0.0104737 0.00796134 0.0145824 0.0184535 0.00110739 -0.000352118 -0.00263327 0.0056971 -0.00425174 0.00326362 0.00212456 0.00774226 0.000680985 0.00169415 0.00929124 -0.000243508 -0.00191526 -0.00229039 -0.000727917 -0.00369406 0.00209107 -0.00664342 -0.00772501 0.00179222 -0.00107424 0.00544499 -0.00123716 0.00993096 -0.00521226 -0.00618611 -0.00322181 -0.00748235 0.00147627 -4.66183e-06 0.00112788 0.0063861 0.0115156 0.0161775 0.00588324 -0.00529243 0.00871229 -0.0048978 -0.00549231 -3.12925e-05 0.00410046 7.07484e-05 -0.00235086 0.00989737 0.0137334 0.0167812 0.0194881 0.0132083 -0.00520211 0.00518938 0.0036894 -0.00251833 0.00876486 0.0110654 -0.00885444
internal_weight=0 1674.06 74.9706 1599.09 1387.19 626.321 176.183 450.139 58.3164 117.866 353.54 120.998 76.9482 760.865 243.555 93.9976 517.31 78.3443 374.604 291.475 57.0271 83.1294 50.9777 142.705 47.639 32.1517 70.987 96.5988 211.902 155.138 108.446 56.7633 98.2014 27.3315 46.6922 232.542 234.448 11251 1865.65 422.457 245.487 164.158 1443.19 1296.54 564.664 731.876 430.657 170.202 143.772 133.687 123.575 260.455 235.352 127.369 45.3535 37.2196 301.219 262.613 194.227 68.386 81.3295 82.0159 420.891 78.3743 342.517 318.685 38.6064 9385.35 1049.42 1020.33 644.889 294.393 100.252 194.141 187.375 350.496 199.785 150.71 85.4739 78.7863 106.481 176.97 146.654 70.9584 24.1378 71.9241 75.6957 39.6333 30.4926 23.431 59.1274 45.629 224.5 375.445 360.401 8335.93 153.089 95.4452 88.2438 57.6439 44.6207 40.1416 35.1393 45.2093 44.0496 36.0876 93.3048 25.103 29.0836 26.5749 120.019
internal_count=201081 26839 1374 25465 23543 10401 2161 8240 672 1489 6243 2651 1923 13142 4199 1584 8943 1311 5958 3413 677 2545 1654 2985 740 891 1130 1997 1922 1382 956 540 845 634 426 3592 2736 174242 37165 10547 4728 3173 26618 23369 8902 14467 10003 3696 2344 2249 2617 6307 5399 2310 842 701 4464 3834 2813 1021 1555 1468 6558 1094 5464 4989 630 137077 17102 16558 11597 6148 1913 4235 4103 5449 2721 2728 1688 1011 1452 5819 3249 1457 419 1717 1792 766 654 484 573 411 3485 4961 4772 119975 2834 1747 1638 1087 911 795 675 575 728 555 1269 908 544 458 4206
is_linear=0
shrinkage=0.0227381


Tree=742
num_leaves=112
num_cat=0
split_feature=190 190 136 150 224 211 156 58 216 216 40 123 149 176 169 127 92 19 177 224 217 131 142 196 151 39 226 10 49 150 136 150 218 156 199 122 186 44 156 186 150 42 218 196 49 204 189 215 229 215 217 191 231 227 76 228 217 123 162 221 228 133 229 150 182 93 128 16 205 232 142 142 213 30 86 226 209 205 190 42 126 80 17 18 17 22 60 232 151 180 17 162 93 187 221 231 49 182 86 7 190 196 191 39 145 133 218 165 175 151 216
split_gain=4.94032 5.61443 7.04227 5.47623 5.66048 5.16157 5.15549 5.76124 5.28511 5.20878 5.28702 5.28985 4.93061 4.9221 7.11927 6.83381 6.43822 5.60609 6.65149 5.76329 9.23433 11.3365 10.0948 8.88017 9.18794 8.75312 10.5256 10.0744 12.4008 7.94463 7.85411 8.061 7.7462 8.5166 8.25769 12.0641 7.74125 7.69923 7.6851 7.16162 6.8071 6.76161 6.74951 6.64768 10.3082 6.66448 6.58141 8.02629 7.52949 6.6387 9.4821 7.87703 6.5454 6.44625 6.36092 6.16478 6.13111 6.09364 5.75135 5.65793 5.59676 5.59288 7.91125 6.27492 6.76529 8.43273 7.32604 6.69364 6.27748 6.05014 5.95996 5.76211 5.55633 6.43887 5.37236 5.37177 5.28314 7.01192 6.83038 7.56162 6.82483 6.78678 7.12661 8.43884 7.80224 6.58785 10.3885 8.94599 7.47321 6.56875 7.94753 5.8254 5.77163 9.56447 8.85899 5.17886 5.11626 4.95721 4.90713 4.77312 4.73974 4.70924 5.32888 4.70147 4.6813 4.44171 4.41146 4.59825 4.3896 4.42848 4.29582
threshold=143.50000000000003 164.50000000000003 5.2505290963457609 -2543.4999999999995 -0.0040694833733141414 0.013249126728624107 1050070.5000000002 0.97095000000000009 0.046083841472864158 -0.032884115353226655 0.40995189380668401 0.86325884265749442 -13.96153846153846 4.5000000000000009 0.29201608229498704 14682.52337377734 2.5000000000000004 24.500000000000004 0.16869918699186995 -0.0022430169628933068 -0.013962216675281523 0.34318030475790107 -1254.3666666666666 0.16492637152419323 -374.49999999999994 0.4451400450305471 -0.010784911457449196 5.5000000000000009 0.19480000000000003 -2502.4999999999995 1.1062118441266728 -409.49999999999994 0.00099399889586493395 527951.25000000012 87084.9442857143 0.04999982193795708 2241.5400000000004 0.97545000000000004 249819.21000000005 23446.282500000005 -682.49999999999989 0.10220000000000001 -0.0089160045608878118 0.55305219888385249 0.25210000000000005 0.013682757038623096 0.52667140825035574 0.0058167818933725366 0.015156324021518232 -0.0073966884519904843 -0.0069287945516407481 38.500000000000007 0.011396621353924276 1.0000000180025095e-35 0.077600000000000016 0.00056420051259920012 0.0077458019368350515 0.8938142979043131 0.98015889351015495 -0.01258693542331457 0.0018135722493752839 0.0098576260484475441 0.00023054222401697191 -2453.4999999999995 -463.97619047619042 -2043.4999999999998 51037.500000000007 -1237.4999999999998 0.01727225445210934 0.0024213046999648218 -1883.8583333333331 -504.08333333333331 -0.016950971446931359 1.0000000180025095e-35 0.16355000000000003 -0.0059080091305077067 -0.017093148082494732 0.071705501526594176 19.500000000000004 0.076350000000000015 0.40832033973656562 0.30460000000000004 -1857.4999999999998 -4235.4999999999991 -1328.4999999999998 1.0000000180025095e-35 0.0020500000000000002 0.010382722131907942 288.50000000000006 15453.457500000002 -1062.4999999999998 1.0421372262734592 -503.49999999999994 -4.708994708994708 -0.028622813522815701 -0.0085692629218101484 0.29420000000000007 -363.97058823529409 0.27665000000000006 30692.250000000004 25.500000000000004 0.40103795605544174 78.500000000000014 0.50373412889757252 1041.8020685331674 0.24707450816406998 -0.030267936177551743 0.15504807692307696 3.5000000000000004 1417.5000000000002 -0.0016355112893506882
decision_type=10 10 10 8 2 2 8 8 2 2 10 10 8 10 10 2 10 8 10 2 2 8 8 10 10 10 2 2 10 8 10 10 2 8 10 10 10 8 8 10 10 10 2 10 8 2 8 2 2 2 2 10 2 2 10 2 2 10 8 2 2 8 2 8 10 10 10 2 2 2 10 10 2 2 8 2 2 2 10 10 2 10 2 2 2 2 8 2 10 10 2 8 10 8 2 2 10 10 10 10 10 8 10 8 8 10 2 8 8 8 2
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Tree=745
num_leaves=112
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decision_type=10 10 8 10 2 10 8 2 8 10 8 10 10 2 2 2 10 2 2 8 10 10 10 10 2 10 2 2 2 10 8 2 2 10 10 10 10 2 2 10 10 2 8 10 2 8 10 2 2 2 8 2 8 10 10 8 10 8 10 2 10 10 10 2 8 2 10 2 8 2 2 2 10 10 8 10 10 8 10 10 2 8 10 2 8 10 2 10 10 10 2 2 10 10 10 2 10 8 8 8 2 2 2 10 8 2 10 8 2 10 2
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leaf_count=6707 427 348 53 3411 3843 3369 1286 463 153 260 157 2941 680 497 956 116 2231 3571 204 5444 112 137 1323 1064 280 512 3386 5173 898 419 3860 434 1487 1339 5847 274 379 1651 1282 821 396 2307 376 766 175 249 24102 7451 3139 606 674 406 1032 429 296 1294 913 91 329 235 807 229 542 587 521 1921 499 79 1835 304 476 2261 274 1156 566 219 311 1202 1218 11028 9415 777 905 3886 3460 4700 2657 594 273 373 1506 1485 5789 82 342 2886 122 1969 675 3674 975 589 1456 596 3854 1559 1105 508 683 2489 2450
internal_value=0 0.000569558 0.00198552 -0.00096897 0.00297661 0.00153253 -0.000540779 0.004817 0.00234364 0.00732728 5.35346e-05 -0.00144804 -0.00453416 0.00404158 0.000674027 0.00348315 0.000181964 -0.000537903 0.0102692 -0.00613694 0.012741 0.0146821 -9.48708e-05 0.00511098 0.000207144 0.00212292 0.00541607 3.55317e-06 0.00675932 -0.00491817 0.00299142 -0.00269768 0.00421578 0.00514785 0.00343488 0.0113726 -0.000384748 -0.00372006 -0.000206522 -0.000206747 -0.00281035 -0.0040596 -0.00909998 0.00550252 0.0135653 -0.000488228 7.17878e-05 -0.000926157 -0.00239324 0.0054013 0.0138912 0.00645337 0.00150744 0.0060534 0.00955354 -0.000594317 -0.00474164 -0.00869559 -0.0099266 0.00189251 -0.00238232 0.00302878 -0.000137016 -0.0067828 0.0114 -0.00547907 0.00332634 0.00510594 0.00699408 0.00381361 -0.00537823 0.00511725 0.0152047 0.00840113 0.0174364 -0.00233042 0.0163781 -0.00128329 0.00723511 -0.000210233 0.000527332 -0.00105197 -0.000397621 -2.80134e-05 -0.00403979 -0.000670902 0.000563373 0.00195337 0.00871568 -0.00716739 -0.00294961 -0.00533443 0.00147617 -0.00283078 -0.000756338 -0.00195941 0.0185548 -0.00728125 -0.000932504 0.000165474 -0.00105361 0.00562676 -0.00326728 0.00267916 -0.00618045 -0.00289102 0.00395189 0.0101947 0.000629349 0.00131449 -0.00422529
internal_weight=0 6153.02 1636.9 411.218 1225.68 776.974 480.709 296.265 306.311 208.669 4516.12 1317.16 395.33 60.1908 3198.96 469.034 2729.93 2178.65 127.279 335.139 108.113 97.4877 921.827 121.685 1868.95 691.873 265.677 426.197 58.5477 309.701 551.283 95.7974 455.485 417.245 337.669 79.5764 6724.09 332.003 206.241 6392.09 610.19 534.297 125.763 75.8931 27.7175 48.1756 5781.9 1177.07 710.974 448.706 61.7657 396.215 116.258 80.7779 65.0059 67.8857 514.684 157.745 149.754 25.2326 352.67 88.1929 5441.05 38.1808 53.7993 174.398 340.849 258.907 207.525 268.13 29.9655 238.165 41.456 279.956 80.4452 52.491 55.1313 87.5961 65.2802 5406.07 2883.04 2523.03 2077.74 1978.36 445.293 1569.13 1022.02 1313.91 76.8231 99.377 547.111 382.283 1237.09 356.939 250.321 234.999 34.9092 106.618 800.142 621.903 514.086 107.817 323.383 190.703 275.87 168.25 146.903 44.8486 102.054 466.099 264.478
internal_count=200930 109790 32964 9361 23603 15616 10357 5259 7150 3594 76826 22282 6778 1177 54544 7842 46702 31230 1135 5601 931 819 15504 4598 26001 9351 3666 5685 1246 5229 15472 2665 12807 11320 9707 1613 91140 5295 3268 85845 11119 9533 2027 1586 571 1015 74726 16650 10590 7987 1038 7162 2163 1757 1328 2617 9154 2962 2871 564 8115 2254 71492 740 1981 3207 3234 2413 1914 6410 780 5630 1460 4999 682 825 985 1665 1447 70950 35962 34988 29266 27988 5722 19891 13685 16071 867 1278 6206 4945 15204 6192 4141 3799 1186 2051 10906 7965 6701 1264 5130 1571 4810 2841 2556 768 1788 6060 5861
is_linear=0
shrinkage=0.0227381


Tree=746
num_leaves=112
num_cat=0
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split_gain=4.50785 9.36804 10.4047 10.7944 8.92008 10.4036 8.91132 8.44571 7.82496 7.21765 8.15315 8.05457 7.82459 6.98931 11.7141 8.69869 7.69459 9.9034 9.64418 9.42438 8.83567 7.55471 7.43267 6.92709 6.6954 9.36672 11.4972 9.72564 9.25902 9.89824 8.18651 7.94637 8.68798 7.61942 8.3062 8.04378 7.44298 7.23792 7.10152 7.06344 7.1346 7.04469 8.77985 8.04424 6.97148 7.91713 7.46814 7.23108 11.3914 7.12828 6.92255 10.1225 9.94311 8.41721 8.62092 10.4953 8.32454 8.27603 11.1034 7.57674 7.12631 6.72883 6.68839 6.66678 6.66181 6.62795 8.72598 7.36693 7.14001 6.73626 7.87165 6.67343 9.55257 6.83768 6.58115 8.89223 10.3584 9.49173 8.3401 6.70401 6.60407 6.51485 6.46741 6.36543 8.13853 6.35826 6.27712 6.27626 6.09982 7.15593 6.74981 6.01513 6.00504 5.94416 5.90802 5.90451 7.20703 6.1994 5.92007 5.83862 5.83044 5.82709 8.65726 8.95645 7.88947 7.68732 10.2021 9.86679 5.77943 5.8821 5.72506
threshold=41.500000000000007 38.500000000000007 34.500000000000007 0.018130000680685047 0.0039987477939575919 -0.0017089154571294782 0.0081199784763157385 -2783.4999999999995 11.500000000000002 1.0000000180025095e-35 -6028.6047164020283 0.0017798339831642809 0.00075160810956731449 7.5000000000000009 3.5000000000000004 -1485.9499999999998 -0.012570593971759079 -1419.4999999999998 0.49025837504982289 -269.49999999999994 -0.010136246681213377 -4665.4999999999991 0.0089903585612773913 0.028784691356122497 -608.92857142857133 -0.017517752014100548 48158.842500000006 0.3585714285714286 9073.8150000000005 23.550510204081636 -992.49999999999989 0.01111883530393243 0.032647861167788512 56484.900000000009 5492.8215000000009 -0.029389445669949051 -331.47369999999989 142.61369709724354 0.005054581444710494 29.231663685152061 -0.022953516803681847 0.012139310128986837 0.0020504660205915575 0.18924031088735835 548977.63500000013 0.036790139973163612 -56.499999999999993 1.0357199518329645 18075.000000000004 0.081050000000000025 0.10015000000000002 0.038946480932802494 -0.0073680903296917668 0.11215000000000001 -421.78235294117638 -2257.4999999999995 3.8613148609938128 0.29415000000000008 -801.84523809523796 1.0233607758649426 0.53884475359386963 3.5000000000000004 0.047299569611707525 -0.0031097611645236607 -0.0391761977225542 0.0093500000000000024 0.026546169072389606 0.063811592108145812 0.40765000000000001 4.5000000000000009 -0.025953976437449452 9.9009803921568658 0.15479946762088942 0.0053991596214473256 0.20709814596562678 0.083207754364385225 0.037833807989954955 103466.25000000001 0.016154562123119835 -164.49999999999997 0.0075890291482210168 0.47213622291021679 114750.00000000001 -0.04541588015854358 0.45837468049948005 0.10849237306734978 -939.49999999999989 -78.499999999999986 0.029357242483378888 44.02272727272728 6609.1425000000008 -0.0024357492802664633 -2536.4999999999995 13.02777777777778 0.016319475136697296 0.33849945091502948 1.5000000000000002 0.032047044485807426 0.1671038883350037 -1554.0714285714282 21.271307506053272 0.22703816448776276 -0.011013664305210112 20.500000000000004 0.37668918918918926 0.64177187073185971 0.0032785673392936592 -2148.4999999999995 0.040635520794674515 45011.700000000004 0.11865000000000002
decision_type=2 2 2 2 2 2 2 8 2 2 8 2 2 2 2 8 2 10 8 8 2 2 2 2 8 2 8 10 8 8 8 2 2 8 8 2 8 8 2 10 2 2 2 8 10 2 10 8 10 8 8 10 2 8 10 10 2 8 10 10 10 10 8 2 2 8 2 8 8 10 2 8 10 2 8 10 2 2 2 8 2 8 10 2 10 2 10 8 10 10 10 2 8 8 2 8 10 2 8 10 8 2 2 8 10 8 2 2 10 10 10
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Tree=749
num_leaves=112
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decision_type=8 10 2 2 2 8 10 2 8 10 10 2 2 8 2 2 8 2 2 10 2 10 2 2 8 8 2 8 10 8 10 10 10 2 8 8 2 2 2 2 2 2 2 10 8 2 2 10 2 2 2 2 10 8 8 8 8 2 8 8 10 8 10 10 10 10 2 10 2 2 8 8 10 10 8 8 10 2 8 2 10 10 8 8 2 2 8 2 2 10 2 2 8 10 10 2 8 10 2 10 2 2 10 10 2 2 10 10 2 2 2
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leaf_count=2964 180 109 169 1018 1293 113 207 171 1581 627 315 947 285 805 627 261 1215 528 278 578 2647 229 793 241 1919 533 240 1245 247 107 90 320 979 737 102 764 124 828 192 1825 171 379 381 322 409 236 304 760 310 260 75 75 151 1011 150 172 150 461 241 274 12625 1047 301 59 113 2261 328 115 84 175 1395 358 419 739 10586 444 404 497 910 117590 854 2687 607 1308 127 249 257 85 120 152 143 123 313 60 111 212 212 80 258 265 261 4790 382 791 130 120 144 250 190 264 147
internal_value=0 -0.00154665 -0.00102951 0.00385892 -0.00182303 -0.000212423 0.00194646 0.00415951 0.00751735 0.00437864 -0.00502819 0.00145859 -0.000506071 -0.00483843 -0.00397114 -0.00733054 -0.00501842 -0.001562 0.00418326 0.00581721 -0.00752127 -0.00879929 0.0102004 0.0102187 -0.0104765 -0.00266595 0.00414953 -0.0106197 0.0200648 0.000141118 0.00148107 0.00285807 -0.00136553 -0.000423371 -0.00338548 0.00316957 0.00506375 0.00388594 0.00697104 0.00837766 0.0106571 0.00104949 0.00629662 0.0107539 0.0118417 0.014854 -0.00669443 -0.00816222 -0.00271532 0.000448911 0.00347764 0.00848714 0.0126326 -3.76079e-06 0.000117932 -0.00208788 0.00505611 0.00801326 -0.000670914 -1.14828e-05 -0.0016056 0.000238987 0.00310435 -0.000612355 -2.87319e-05 -0.000466807 0.00717405 0.00963666 0.0130045 -0.00184804 0.0107809 5.15513e-05 0.00357865 0.0153853 -8.0981e-05 -0.00297352 0.000501358 0.00240096 0.000948129 -3.75496e-05 0.00477371 -0.00977255 -0.00325892 -0.00703571 -0.00882179 0.00624313 0.0109018 0.0168844 -0.000189141 -0.0036622 0.00373901 0.00340777 -0.00152259 0.00866155 0.0113744 -0.0049448 0.0112719 0.005309 -0.0094234 -0.0117116 -0.00153844 -0.00462664 -0.00227949 -0.00433219 -0.0113076 0.00569444 -0.00193854 0.0106566 0.00542559 -0.0023209 0.00282432
internal_weight=0 835.211 798.556 106.883 691.673 466.45 325.396 238.688 135.74 117.858 225.223 63.5185 102.947 62.2899 86.7083 62.0456 141.055 94.8684 41.0354 40.6576 161.704 146.934 51.0968 20.9789 36.6546 57.3425 23.6279 50.3629 17.8819 12026.8 1165.75 785.666 380.084 318.61 174.909 143.701 467.056 409.437 190.117 176.726 143.514 219.319 82.1582 56.898 57.6189 47.9268 117.702 109.272 321.371 152.663 108.182 53.2576 39.8863 10861.1 10269.6 591.534 253.902 180.718 503.635 10015.7 1353.68 8661.98 523.61 1215.14 1121.85 1087.92 198.367 163.975 107.732 435.749 121.618 8138.37 286.632 94.9641 7851.73 383.703 325.243 244.701 76.749 7828.14 265.369 138.537 54.8059 93.2924 84.9152 67.8855 40.3072 23.266 17.0412 368.947 39.6816 57.2063 39.6331 12.7379 17.5732 80.5421 33.9295 22.2676 87.8988 72.5824 27.5783 329.265 137.161 112.145 76.9079 52.0463 22.5687 29.4776 58.7136 73.1835 39.4358
internal_count=200867 19401 17373 1980 15393 10061 6747 4407 2568 2208 5332 1368 1839 976 2340 1713 3314 2021 806 863 3964 3649 962 421 2028 1002 469 1452 360 181466 12001 9854 2147 3494 1993 1501 6360 5591 2508 2316 1996 3083 1082 701 769 645 1284 1194 1850 871 611 301 226 169465 160328 9137 2110 1549 7603 158218 20353 137865 5094 16705 15211 14886 2934 1399 938 6390 1696 132771 4237 823 128534 5704 2160 1544 1238 128176 3818 3648 961 1494 1435 1213 711 342 369 5529 295 709 496 183 213 616 325 354 1534 1276 502 5234 2001 1619 890 686 316 370 297 561 297
is_linear=0
shrinkage=0.0227381


Tree=750
num_leaves=112
num_cat=0
split_feature=56 70 162 39 15 56 31 43 131 123 19 192 58 169 176 93 208 187 135 130 162 220 187 177 219 41 18 151 155 187 69 190 161 161 216 214 79 71 174 225 202 223 179 157 43 156 128 223 128 230 212 195 214 179 19 216 228 38 144 93 228 73 66 179 93 41 150 188 151 166 212 170 14 216 231 7 206 197 214 233 226 192 212 39 190 38 233 136 226 139 57 118 211 58 162 125 18 42 230 199 180 208 232 202 38 82 155 123 145 192 183
split_gain=4.68277 9.66622 9.25949 8.21035 9.48307 7.62956 9.37859 8.38474 8.37325 7.26169 8.71759 6.47 7.73615 5.82776 5.75311 9.3848 7.50963 6.64365 6.25872 6.23734 6.50876 7.46598 6.39811 10.7527 5.72712 5.68598 5.60084 5.57699 9.78471 6.97335 9.26087 7.21436 6.75249 6.27166 6.2655 6.23271 6.11454 8.40911 7.3296 5.49217 5.76121 5.47226 5.44904 5.4276 5.38717 6.12892 6.34116 5.26753 5.20938 5.19755 5.17873 5.58729 5.04657 4.92894 4.91667 7.93805 6.61377 9.16012 11.0643 10.8224 8.94222 13.4673 8.99073 6.99865 6.32423 8.44556 5.63536 6.10759 6.37066 6.65321 7.38798 6.41512 6.29416 5.60505 5.58076 5.48471 6.53128 5.91142 5.12929 5.09248 9.7696 8.37355 8.59709 8.25271 10.8336 10.196 7.05347 8.94413 8.24312 6.61251 7.23482 6.89589 6.04512 5.32503 4.98072 4.82454 4.76125 5.6181 4.6861 4.62047 4.63403 4.61519 4.61098 4.53076 4.48216 4.47489 4.46577 5.45937 5.37439 4.45731 4.44566
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decision_type=8 8 8 8 2 8 2 8 8 8 10 10 8 8 10 10 2 10 8 10 8 2 10 10 2 8 2 10 10 8 8 10 10 10 2 2 10 10 10 2 2 2 8 8 8 8 10 2 10 2 2 10 2 10 8 2 2 2 8 10 2 10 8 8 10 8 10 8 10 10 2 10 2 2 2 10 2 8 2 2 2 10 2 10 8 2 2 10 2 10 10 10 2 8 10 2 2 10 2 10 10 2 2 2 2 10 10 8 10 10 8
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decision_type=10 8 2 2 2 8 2 2 8 10 10 2 2 8 10 2 10 8 10 10 10 2 2 8 10 8 10 8 10 10 8 8 10 2 2 8 10 8 2 8 2 8 8 2 2 2 10 8 8 2 2 8 10 2 10 8 10 10 2 8 8 8 2 2 8 2 2 2 8 10 10 10 8 2 10 10 8 2 10 8 10 8 8 2 10 2 2 2 2 2 8 8 10 2 2 10 8 10 10 2 8 10 2 2 8 10 2 2 10 10 2
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leaf_count=101 226 96 211 147 142 545 399 182 136 160 145 378 342 372 348 322 101 2000 952 2081 342 289 133 498 430 193 346 134 127 329 121 94 168 188 83 157 173 315 180 48 323 587 134 166 190 219 84 359 107 329 277 200 96 41792 113 976 871 4454 4149 3453 2344 110573 262 631 114 383 2003 114 128 125 57 86 133 132 1067 157 268 136 106 285 105 499 443 95 144 134 100 177 164 1035 108 178 337 161 94 80 281 125 76 1483 144 420 104 1088 138 174 139 185 129 88 722
internal_value=0 0.00353169 0.00581686 0.008404 0.0117825 0.0143808 -0.00356506 -0.00089348 1.48184e-05 -0.00109953 -9.38225e-05 0.010179 0.0160235 -0.000520186 0.00113035 -0.00234129 0.00358979 0.00196376 0.00331441 0.00487436 -0.00387945 0.000130243 -0.00348133 -0.00093527 -0.00398011 0.00531744 0.0014707 -0.00107454 0.00833231 0.000193495 0.00332883 0.00123608 -0.00496327 0.000104575 -0.00438495 0.00484092 0.000175912 0.00941621 0.0049396 -0.00720597 -0.00601639 -0.0075712 -0.00309832 -0.00775707 0.00128342 -0.00451926 -0.00586359 -0.00633858 -0.00042588 0.00771378 -0.00320982 0.00244988 0.0118747 0.000224893 -0.00531811 0.000270984 -0.000533226 -0.000176249 0.000598456 0.00312146 -0.00386558 0.000416775 0.00262504 0.00721451 0.0109498 -0.00149178 -0.00652974 -0.0026111 0.00288682 0.000123234 -0.00570229 0.00508868 -0.00973485 0.00390761 -0.00968164 -0.00604667 0.00346764 0.00789879 0.0135171 -0.00116468 0.020779 -0.00313669 -0.00857385 0.0164709 0.0183328 -0.00455118 -0.00560792 0.00349879 0.00551543 -0.00967878 -0.0058038 0.00283571 -0.00941184 -0.00343437 -0.00605695 -0.00858262 0.016176 -0.00951576 -0.00869168 -0.0105574 0.00670892 -0.00697497 0.00203281 -0.010302 0.00942813 0.0117465 0.0108807 0.0023984 0.0132345 0.0018742 -0.0113125
internal_weight=0 198.051 150.985 122.138 87.8989 76.2376 47.0661 34.2386 12676.9 1745.62 1233.65 41.3226 27.0349 1192.33 627.166 565.165 114.023 589.03 456.597 368.918 451.142 152.001 511.97 261.305 85.9186 66.0822 181.957 134.315 20.231 10931.3 292.826 225.61 83.2802 10638.4 158.263 35.6183 10480.2 67.2156 142.33 122.645 250.665 206.387 87.679 71.223 44.2779 28.6142 299.142 69.9688 81.8676 47.6414 114.084 46.7752 59.065 10410.2 77.7367 10332.5 2988.32 2707.35 7344.15 483.978 280.968 6860.18 125.118 56.1039 41.1203 69.0141 287.897 132.433 46.8311 46.1166 25.0822 27.8174 38.1359 23.1031 52.3241 41.1967 21.5009 12.0573 8.35991 22.2962 21.3533 69.9117 114.876 67.9392 59.3585 28.8476 85.6018 17.6447 13.9647 160.271 91.7616 27.5741 64.1875 20.4935 79.348 59.6476 38.0032 110.33 56.2359 103.433 21.0344 67.3092 19.9556 52.2348 15.3735 32.1553 39.593 19.1329 15.1249 19.7003 51.2674
internal_count=200867 2591 1826 1466 1073 926 765 393 198276 18490 11977 970 592 11007 6362 4645 982 5857 5167 4081 3663 1234 6513 3050 719 515 2290 1504 261 179786 4451 3638 1496 175335 2765 530 172570 813 2142 2235 3463 2894 1086 1086 569 379 2429 2225 707 786 1243 477 692 170345 1733 168612 49461 46246 119151 7602 3215 111549 1962 1074 745 888 2345 690 242 649 380 348 505 366 1875 540 381 410 274 808 447 606 2099 784 689 360 448 350 449 2245 1210 286 924 318 760 578 377 2051 1352 1926 269 766 270 1276 234 275 653 324 212 182 816
is_linear=0
shrinkage=0.0227381


Tree=754
num_leaves=112
num_cat=0
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split_gain=4.84043 10.2817 9.17067 11.9251 8.48394 8.99447 11.2905 8.33031 10.0858 8.38934 11.3707 9.27978 7.97686 8.96365 8.41429 11.6904 7.90177 10.2583 8.54902 7.82469 7.68394 10.6894 9.4311 7.63369 7.71368 7.50584 7.32365 7.31701 9.80763 7.20889 10.4191 9.00638 9.41845 7.63317 7.74862 7.01714 6.85039 6.74122 6.66456 6.60691 6.56351 6.51034 7.89024 8.95393 7.9049 7.54904 6.42071 8.00049 9.09381 9.89904 9.00613 8.20877 7.06436 6.90672 6.33388 6.30403 6.27733 6.24652 6.1192 6.61338 6.0468 9.17398 7.51525 7.65959 6.16324 5.96638 7.70713 6.09798 5.91169 5.90932 7.18403 6.08501 5.88957 5.86538 5.83676 5.82211 5.77838 5.86935 5.7561 7.77421 8.35576 7.28957 5.7545 7.63379 7.33745 5.71126 5.66895 6.80872 6.64954 6.92206 6.39914 6.50958 6.24495 5.5131 5.49865 5.49615 5.49541 6.51914 10.8411 10.0764 5.47664 5.43366 5.37344 8.01803 8.63709 8.61499 7.79959 7.18467 6.85335 6.45714 5.55295
threshold=41.500000000000007 14.500000000000002 -324.49999999999994 806.50000000000011 0.98835000000000017 0.023705000000000004 -0.0013938680058345196 449997.75000000006 -600.49999999999989 0.036356133289685726 0.20185185185185187 5.2264957264957275 -1042.4999999999998 28730.250000000004 63006.750000000007 2.6023271731690629 2.1019048793645045 0.024790919445421569 0.51522881880024751 0.032364542052180194 1.0000000180025095e-35 0.04799740947782994 0.0043867239728569993 0.17752100840336138 -16017.499999999998 0.62714754798511296 -0.0073697997722774735 0.016127442009747032 15.75716625716626 0.040039384737610824 0.39881096876250383 0.73732115863992098 20283.133125000004 -0.027058585546910759 -0.084613557904958711 0.064350000000000004 15022.171930328097 0.0074148648418486127 0.018717500000000001 0.011908617336302997 0.088160015446787185 2330.5000000000005 -0.0047778692096471778 0.05577777777777778 0.6220741691655115 0.0019665512954816227 0.026475963182747368 0.77809343434343448 1282925.2500000002 0.02265360672026873 15.647393048128345 -2327.4999999999995 0.6887059902469006 0.0082500000000000021 0.35014158561902703 -0.064551137387752519 2.1781740885467573 0.024699793197214607 29996.976929006389 0.03966129012405873 5.5000000000000009 0.014728484675288202 0.016350000000000003 -1900.4999999999998 0.015476810745894911 0.042231128528329595 10.00359712230216 0.090786808942602271 0.13520151154726542 -0.050969898700714104 0.0062183649279177198 0.027843709103763107 0.0078972331248223799 1.0377343721932188 -349.49999999999994 0.055831576510679812 31070.250000000004 0.63304584462114166 19223.686481521541 22281.750000000004 -0.001807922846637666 0.26613192150579268 0.028975839726626876 6.1451060917180023 0.020250000000000001 -781.42261904761892 0.38540000000000002 0.21795000000000003 -196.49999999999997 2.5000000000000004 0.15785000000000002 7.5000000000000009 0.17825000000000002 64.500000000000014 0.78565932051697762 0.15477546304464343 0.090250000000000011 -0.0023535287473350759 207762.75000000003 16.500000000000004 -0.009041620418429373 1.0000000180025095e-35 190.50000000000003 0.0087281912565231341 1.0576677475976644 0.17752100840336138 -0.017340979538857933 0.91321465251626166 -0.00053297929116524745 -0.012394581921398638 0.34689641406003163
decision_type=2 2 8 8 10 2 2 8 8 8 10 8 8 10 10 2 8 10 10 10 10 2 2 8 2 10 2 2 8 2 10 8 10 2 2 10 2 2 2 2 8 10 2 10 10 2 2 10 8 2 10 8 8 10 8 2 2 2 2 2 10 2 10 2 2 2 10 8 8 2 2 2 2 10 8 10 10 10 2 10 2 8 2 2 8 10 10 10 10 10 10 10 10 10 8 2 10 2 8 8 2 10 10 2 8 10 2 10 2 2 10
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Tree=757
num_leaves=112
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decision_type=2 2 8 10 2 10 8 10 2 2 10 10 10 8 8 2 2 8 10 8 8 10 2 2 10 10 8 2 2 2 2 2 2 10 2 8 8 2 8 2 2 10 10 2 2 8 2 2 2 2 10 8 8 8 10 2 2 8 2 2 2 2 2 2 2 8 10 10 8 2 2 2 2 2 8 2 2 2 10 10 2 10 10 2 2 2 2 10 2 10 2 8 2 8 10 10 8 10 2 2 10 10 8 2 10 8 2 2 2 8 2
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leaf_count=290 624 186 136 130 85 95 160 104 1037 155 1258 439 347 32 377 117 284 198 307 374 180 371 343 51 144 432 311 1090 362 220 554 788 143 272 314 252 734 207 221 242 348 99 219 931 79 78 913 2799 142 349 127 747 311 825 81 133 187 2347 1222 408 316 879 1166 393 149 185 677 407 665 187 236 132 33293 1504 13655 4863 2933 37239 10724 54870 151 200 89 236 1147 62 109 346 74 539 125 307 661 101 229 512 266 335 179 292 122 131 590 291 121 245 175 133 2053 316 91
internal_value=0 -0.00240205 -0.00332618 -0.00550084 0.000956028 -0.00679016 -0.00103122 -0.00763985 -0.0121342 -0.00415093 -0.00721632 -0.00957539 0.00152627 0.000199429 -0.00128673 0.000951227 -6.1718e-05 0.01016 0.0176207 0.0045411 0.00794451 0.011203 -0.00333562 -0.00688437 -0.00923262 -0.0104857 -0.00263094 0.0146156 -0.00452942 0.00268617 0.0100492 -0.00636304 -0.0126767 0.00108356 0.00279439 -0.00230283 -0.00131418 0.000450872 0.00570942 0.0112023 0.0169177 -0.00225615 -0.00403124 0.000259547 -0.00148549 -0.00192501 -0.00571149 -0.00863611 0.00120697 0.00685635 -0.00289771 -0.00589529 0.000330146 0.000356782 0.00217679 0.00341285 -0.000852509 0.00527902 0.00288063 0.00732791 -0.00026492 0.0099008 0.00501479 -0.00429753 -0.000728892 0.000240981 0.0168983 0.0053607 0.00848852 0.00574065 0.0102494 -0.00269691 0.000283567 0.000319494 0.00175324 0.000793248 0.00519639 0.000162944 -0.000578418 0.000563418 -0.000835747 -0.00506059 0.00720019 -0.00499035 -0.00693499 -0.0141887 -0.00632038 -0.00866085 -0.0073149 -0.00784082 -0.00265334 -0.00587358 -0.00969083 0.00993579 -0.000146654 -0.00894078 0.000465464 0.00364692 0.00225946 0.00343732 -0.0027492 0.00666798 -0.00684552 -0.009154 0.00429868 0.00819413 0.0135767 0.00880699 -0.0140725 0.00798813 -0.0157435
internal_weight=0 387.148 372.23 245.241 126.988 216.132 114.355 207.195 81.2379 125.957 80.2799 73.9465 45.6771 12497.5 1004.22 482.166 442.079 40.0871 22.3418 156 103.265 79.1826 522.053 181.948 140.081 132.003 286.079 61.5515 212.974 42.3438 28.9745 170.63 107.316 40.9558 73.1049 52.7346 340.106 251.108 82.0961 48.0831 31.1742 169.012 148.987 81.5349 16.9089 47.7979 38.3058 129.674 41.8663 24.8364 24.0827 88.9977 11493.3 11464.1 676.632 571.575 175.383 396.192 270.026 107.13 162.896 126.166 82.984 105.057 83.3436 10787.5 43.1822 69.0931 56.3337 38.5313 26.5405 107.641 10735.3 10681.1 1042.82 823.737 219.085 9638.29 3379.07 6259.22 50.9313 35.4684 15.4629 106.29 89.6926 71.7562 44.8123 67.4521 52.2287 29.1473 37.396 54.1704 35.7465 25.3071 24.6862 39.2335 77.6095 55.7993 18.424 29.1098 34.013 16.3745 36.3601 30.0314 16.5973 20.0248 20.0702 9.49208 99.7767 34.352 65.7781
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is_linear=0
shrinkage=0.0227381


Tree=758
num_leaves=112
num_cat=0
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split_gain=5.12041 9.18149 8.80316 9.09888 7.2733 10.4033 10.8089 8.59622 7.93439 7.86685 7.66056 7.35634 6.81161 6.33767 6.25131 6.16268 8.63747 8.27339 7.30857 7.39195 6.75447 6.17464 5.95889 5.82407 9.35284 7.82122 5.77096 5.71519 5.6508 5.52502 5.3298 7.21863 7.28408 8.73867 7.97389 6.95105 7.22606 6.70878 5.74759 8.17171 8.59787 9.20079 8.29268 8.11454 7.94483 7.38907 7.44991 6.40818 6.00191 5.49065 6.94347 6.56862 5.28098 5.2636 5.18152 8.17321 6.03973 5.10984 4.86976 4.86733 4.78688 4.80518 4.72103 4.61883 5.27564 4.57689 4.53504 4.40245 4.25623 3.95989 3.91553 5.01971 4.02972 4.63795 3.81057 3.62351 3.58051 3.52907 3.52162 3.49162 3.45618 4.25406 3.72645 3.37101 3.31689 3.18011 3.08947 3.03725 3.00212 2.94257 2.93654 2.91714 2.8599 2.76284 2.67036 2.64693 2.51021 5.23201 3.12267 3.05318 2.97447 2.89344 2.30643 2.54594 3.21927 2.24338 2.23754 2.16644 2.11366 1.97721 1.83277
threshold=0.5826266618756738 1.0000000180025095e-35 0.018130000680685047 4.5000000000000009 0.57122078886803895 0.55993832479830419 9315.135000000002 0.51857084989025115 0.060529395937919624 -2.4197461739455015 0.31789848782421076 8.3583467094703074 0.022886782884597782 367.50000000000006 0.99675000000000014 0.018036375753581527 -0.0099731907248496992 103466.25000000001 -0.014982654713094233 0.001876898459158838 4.5000000000000009 287.97826226635522 -0.019495656713843342 -1114.8574999999998 6487.942500000001 -12441.499999999998 0.7539101084956833 0.071950000000000014 0.33465000000000006 0.82480818414322254 1.0000000180025095e-35 -0.052015006542205804 0.025643629740530038 5.5000000000000009 0.022234952077269558 0.98338233735649716 -0.064161013811826692 0.039439935237169273 0.2374013055371462 0.013933364767581226 -0.024897398427128788 332102.25000000006 0.56297384409343831 0.0086817364208400267 13736.362500000001 4.5000000000000009 -1781.9166666666663 -2571.4999999999995 543485.25000000012 0.10875000000000001 0.76488306165839837 -1.0000000180025095e-35 0.012128483504056932 -0.0047292388044297686 -1114.8574999999998 0.98785000000000012 0.12065000000000002 0.19375000000000003 0.0082333819009363669 0.0010500000000000004 8.5000000000000018 76558.875000000015 0.37499446024917371 0.0023107352899387483 0.44865391059596421 0.046750000000000007 0.023350000000000006 -78.499999999999986 0.019193199463188652 -0.010901656933128832 0.13305471092462542 0.28319298721947306 -0.031966511160135262 -0.034374965354800217 -0.016732037998735901 520209.00000000006 0.050550000000000005 -0.026524708606302735 -0.0083116833120584471 0.047726122502868264 0.026036404073238376 0.030403270386159423 -12504.499999999998 0.71825396825396837 0.027450000000000006 21845.697750000003 114745.41204545456 11.500000000000002 0.16630785912275317 168870.47522727275 0.75103959981313295 1.5000000000000002 -825.49999999999989 139513.48071428575 0.010750000000000001 0.017322022467851642 0.011865526903420688 -0.05636117793619632 0.15245000000000003 320.50000000000006 0.0039500000000000013 10127.250000000002 0.057373323290897775 0.10200000000000002 0.96875000000000011 0.027600509114563469 0.45954339432600305 8.5000000000000018 -1720.9444444444441 87085.392000000007 106736.62500000001
decision_type=10 2 2 2 10 10 10 2 2 8 2 10 2 10 10 2 2 2 2 2 8 10 2 8 10 2 10 10 10 10 10 2 2 2 2 10 2 2 2 2 2 8 2 2 10 2 10 8 8 10 10 10 2 2 10 10 10 10 2 8 8 10 10 2 10 8 8 10 2 2 2 10 2 2 2 8 10 2 2 10 2 2 2 8 10 8 10 8 2 8 10 8 2 10 10 2 2 2 8 10 8 10 8 10 10 2 8 10 8 10 8
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internal_weight=0 1442.1 559.443 55.9377 882.662 631.037 505.877 251.625 61.278 125.16 86.7778 190.347 503.505 178.12 408.131 194.001 117.957 41.6869 214.131 31.804 472.473 44.0557 23.4933 169.567 114.635 96.0585 65.9343 428.418 396.073 40.3909 101.164 355.682 338.354 11447.6 505.453 10942.1 198.823 148.752 50.0712 123.534 65.5428 48.2182 31.1237 457.235 373.239 48.7843 324.454 312.707 113.074 38.5377 83.9964 54.7763 199.633 189.084 97.7457 19.7788 10743.3 4642.97 1675.88 199.387 47.7844 151.603 21.7516 1476.49 2967.09 2795.87 164.157 82.7706 171.228 1332.12 6100.31 3057.44 137.375 2920.06 84.009 2836.05 561.898 3042.88 662.128 140.876 521.252 361.86 2380.75 463.153 403.057 1297.32 2274.16 2631.71 2308.91 322.799 1917.6 1713.87 203.725 159.392 83.2131 67.5463 52.3294 144.852 90.3481 73.3296 29.9636 68.8324 60.096 182.327 19.6125 74.5367 31.7096 44.6221 54.9328 41.6423 30.8836
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is_linear=0
shrinkage=0.0227381


Tree=760
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split_gain=4.35586 4.29239 4.92324 4.11235 7.54899 5.59969 5.23417 5.3705 4.61289 3.81299 6.27496 6.67441 7.9472 6.4403 8.54489 9.99898 7.93534 6.03397 5.73979 5.54169 4.90082 6.09195 4.79099 4.69448 5.8573 5.83609 4.69294 5.06031 4.61835 4.54551 4.74532 4.12622 3.84146 3.61966 4.66034 3.71649 6.17561 8.5217 8.15148 13.9971 6.80326 6.15825 6.85904 6.10889 8.582 5.98006 5.93435 5.46529 5.99379 5.22719 5.70162 4.72187 4.3291 10.9811 7.68744 6.87078 7.29522 6.25186 5.59044 3.91738 3.53723 3.46711 4.03681 3.28661 3.12829 3.12266 3.14243 2.9541 2.89896 2.87484 2.86206 2.79253 2.73945 2.59553 2.52884 2.33222 2.29412 2.28082 2.1372 2.12354 2.09606 2.01424 1.94483 1.71198 1.64728 1.60382 1.53917 1.42862 1.36833 1.33747 1.10628 1.08278 0.945268 0.826333 0.809009 0.592183 0.531608 0.149074
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decision_type=10 8 10 10 2 2 2 8 8 2 8 2 2 8 2 8 8 10 10 2 8 10 10 2 2 2 2 10 10 8 10 8 2 8 2 2 8 8 2 8 10 10 8 8 8 2 10 10 10 2 2 10 8 8 10 2 2 10 8 2 2 2 2 10 2 10 2 10 10 2 10 2 10 8 2 8 2 10 2 8 10 8 2 8 10 2 10 10 10 2 10 2 2 10 8 8 2 2
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internal_weight=0 12.0984 7.96862 12824.5 100.827 97.056 87.557 24.0533 9.49902 12723.6 478.587 241.319 174.295 237.268 148.863 52.8851 88.4046 63.7873 67.0244 20.5365 52.8716 45.5748 58.7362 110.508 96.3663 78.2995 95.9784 33.3458 21.1808 62.6325 55.9792 31.7043 43.405 12245.1 40.8925 12204.2 2303.17 2010.84 292.326 95.7682 47.5621 9900.99 142.979 2001.97 1035.91 48.2061 966.06 196.558 105.208 105.381 86.2546 91.3495 9758.01 4651.7 1094.77 5106.31 585.909 3556.93 4520.4 37.5983 15.3311 67.868 56.1241 7.08191 16.9714 63.5037 60.5684 11.5093 5.20216 58.571 5.26064 11.744 17.0243 24.6811 8.8764 27.3302 20.195 14.1027 33.8853 19.126 6.01624 18.0668 54.8304 13.5623 17.5971 15.7487 3.77051 2.86866 10.9157 50.771 2.93537 3.7406 3.9603 4.70497 12.1624 4.12983 3.88014 11.7751
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is_linear=0
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Tree=761
num_leaves=106
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decision_type=10 10 2 8 2 8 8 2 8 10 8 8 8 2 10 2 10 10 10 10 2 2 8 2 2 8 2 8 2 10 10 10 2 2 10 8 2 2 10 2 10 10 10 2 8 2 10 10 10 10 2 10 2 2 2 2 10 2 2 2 2 2 8 2 8 2 2 10 2 2 8 2 8 10 8 2 10 2 2 8 10 2 2 10 10 8 8 8 2 10 2 2 8 2 10 2 10 2 10 2 2 10 10 2 8
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leaf_count=1368 179 111 195 1251 25 50 1566 206 864 628 225 143 128 70 536 122 118 125 84 182 474 104 111 96 520 2363 665 310 132 112 120 155 327 126 117 900 67 1101 232 99 126 132 765 519 118 76 68 148 155 82 177 244 165 3105 2144 105 87 1025 220 114 929 648 2310 10278 1993 8696 2772 153 437 95538 39995 849 5796 513 105 106 152 94 134 157 93 58 91 80 139 66 105 72 59 100 73 580 337 95 89 82 583 92 67 90 373 96 62 66 100
internal_value=0 0.00845861 3.03899e-05 -0.00129224 0.00154836 0.000365114 0.00235521 -0.00237144 -0.00349088 0.000495075 -0.00296205 -0.00551298 0.00560151 0.00813463 0.0117102 0.00138208 0.00841226 -0.000971904 0.00412327 0.00560618 0.00737335 -0.0014388 0.0061694 -0.00758542 -0.0083025 -0.0104849 -0.00277633 -0.00360251 0.0141769 -0.00672985 0.00191052 0.0120923 -0.0025697 0.00363063 0.00845061 -0.0052978 -0.00770723 -0.00391997 -0.00586025 0.000151506 -0.00690007 -0.00949299 -0.000990999 -0.00593566 -0.00951318 0.000178406 -0.00535808 0.00479424 -0.00554626 -0.0092146 0.000208603 -0.0014947 -0.000343563 -0.00171941 0.00128811 -0.0059052 0.00534767 0.00808232 -0.00489895 -0.00813005 -0.0104316 0.000302796 0.00142957 0.00100272 -0.00260164 0.00189345 0.000117756 0.00948717 0.0127362 0.000252765 0.000363508 -0.00253171 -0.00258991 -0.00347703 0.00375773 0.00500074 -0.0100688 0.00496729 0.0121909 0.013669 0.0171052 -0.0112688 0.00464215 0.0190169 0.00221803 -0.0120195 0.00361116 -0.0050971 -0.0118703 0.00381237 -0.00508784 -0.0144896 -0.0138933 0.0127004 0.00450352 0.00548775 -0.01198 -0.00561896 -0.011205 -0.000306618 -0.0128864 0.00417206 -0.00674323 -0.006027 0.0209598
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is_linear=0
shrinkage=0.0227381


Tree=762
num_leaves=112
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split_gain=4.2224 9.47551 7.67734 7.46707 6.34574 6.33127 6.31586 5.56849 5.1131 5.0342 5.6615 7.70231 6.05265 7.71774 8.0521 5.32596 4.97745 4.7081 7.67818 9.80949 8.09593 8.08247 9.73917 9.39957 9.53202 8.17552 8.99493 8.72741 7.73118 7.68441 7.62766 7.6135 7.53918 7.50601 7.0748 8.58828 7.03385 6.62974 6.47421 6.71435 6.36477 6.09016 7.11326 6.0642 8.82873 6.07642 6.04497 6.03554 5.94825 8.03168 5.64915 8.46562 9.74939 8.95214 8.8243 9.86388 8.31451 8.05021 11.6214 8.00296 7.17486 6.80126 6.2352 7.68678 7.61315 7.58083 10.9113 7.44568 16.9337 7.43368 10.9507 7.1934 6.88452 6.44241 5.69481 5.66393 5.60903 5.46581 5.35866 7.7274 5.5197 4.90946 5.03051 4.57605 4.57513 4.56931 4.47236 4.44159 4.39274 4.23445 4.23242 4.22819 4.22157 4.15385 4.11847 4.32571 4.10075 4.09335 3.87074 3.62274 3.60594 3.5562 3.53103 3.491 3.73802 3.40308 3.30696 3.23394 3.21066 3.11292 3.00294
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decision_type=8 2 2 2 8 2 10 2 10 2 2 2 2 2 10 8 2 8 8 2 8 2 2 2 8 8 2 8 10 10 8 2 10 2 8 2 2 10 8 2 2 8 8 8 2 10 2 8 8 10 8 2 2 2 8 10 10 2 2 2 8 2 2 2 10 2 10 8 10 10 10 10 10 8 2 8 10 2 2 10 10 10 2 2 10 8 8 2 8 2 2 8 10 2 8 10 2 2 2 8 2 8 2 2 10 8 8 8 2 2 2
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is_linear=0
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Tree=764
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threshold=2.5000000000000004 1.0000000180025095e-35 0.017140085808932785 1190362.5000000002 -0.02105542458593845 5.6043478260869568 0.98635000000000017 0.16933126465831042 1.0000000180025095e-35 0.12775000000000003 -1378.4999999999998 0.04735000000000001 637.80966335282199 -190.93749999999997 1.0000000180025095e-35 -1255.4772727272725 337273.65000000008 0.58363046810234753 0.020273795351386074 -0.0068945772945880881 -0.00219221762381494 -4214.4999999999991 0.16821471658886408 -0.0031097611645236607 6.5000000000000009 -1366.3205128205125 -1120.9444444444441 0.0021691740257665519 -818.47727272727263 0.012973212637007238 0.0024500000000000004 0.017351689748466018 0.12100000000000001 0.82290000000000008 0.078947903186499968 0.069599762236841153 0.071593612024046932 0.067639387869651277 0.027150000000000004 0.49809121279716667 0.52929545299854086 104244.85500000001 0.36902205824869261 0.027149970909385569 0.080179620666192539 0.93807675899945264 43018.875000000007 0.0063282295595854529 -0.054213434457778924 0.23343821185522393 -0.017657684162259098 29.031250000000004 0.056902175914779057 -1361.8999999999999 -6749.4999999999991 0.47343906753586867 0.014948729425668718 -0.024357585236430165 10.539356605065025 0.94628933845657559 0.69221031829683199 0.86326101438313441 0.031914895400404937 8.5000000000000018 0.089150000000000021 -0.042016360908746712 0.35388994307400384 12.500000000000002 23.922577422577426 0.10263157894736843 -455.93749999999994 0.00029565674776677048 2.2394079434524579 0.032453226222134132 0.028724902309477333 -763.97058823529403 95958.270000000004 264488.44500000007 0.2631517665057917 0.73295349500231233 -92.477272727272705 -0.010286743286997078 -0.013160568196326492 1.0000000180025095e-35 0.56385869565217395 0.93199241823269008 -1590.4999999999998 -807.63333333333321 -0.021106748841702935 0.73387910428890024 -0.0048557582776993504 0.030411342158913616 1836966.8700000003 0.2103356216628528 -0.01611774135380983 0.97345000000000004 0.027527500000000003 0.66944748222620898 24.502100840336137 0.069258447443156707 0.065798852592706694 -0.03354894928634166 398585.25000000006
decision_type=10 8 2 2 2 8 8 8 2 8 10 8 8 8 8 8 10 8 2 2 2 2 8 2 2 8 10 2 8 2 8 2 10 8 10 8 10 8 8 10 8 10 10 2 10 10 10 2 2 10 2 10 10 10 2 8 2 2 2 10 8 10 2 2 10 2 10 8 8 10 8 2 10 10 2 10 10 10 8 8 10 2 2 10 10 8 10 8 2 10 2 2 8 10 2 8 2 8 10 8 2 2 8
left_child=1 2 91 34 5 88 11 8 14 96 -11 27 26 -14 -8 16 21 18 19 22 -21 32 -17 -10 89 -18 -13 30 -29 31 -7 98 97 -31 35 37 68 62 43 41 66 -40 -41 76 49 46 55 70 -49 50 71 52 59 -54 69 65 57 -42 60 -47 -56 64 72 81 -52 -46 67 -39 78 77 -48 92 74 -74 -3 -63 -38 -51 -37 -65 -57 -64 -45 85 -68 -53 -73 -60 -5 -20 -70 99 -36 -85 -71 -80 -9 -6 -19 -1 101 -23 -27
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leaf_weight=4.4399075830588179 14.290990580571814 8866.5281522986479 4.623568780720233 5.4063159376382854 5.9353356077335784 7.0090722492896047 16.566848136018962 13.429758063983174 26.591396789997816 79.854334955103695 60.825510270893574 12.406401912681757 93.495885986369103 6.2558602797798804 55.671307114884257 15.008117489516733 4.0611376734450459 30.255074906628579 9.5530324336141366 36.824322571977973 51.581160018686205 3.265409587416797 22.801620262674987 54.248618939891458 16.315907716751099 3.9730201060883683 40.41757538728416 6.7688551864121109 9.0524106582161021 3.1070801541209212 24.753889419604093 2.6738833817653349 4.0923186759464434 2.5535688400268555 11.074397004209461 9.6648598052561265 6.8807740430347648 62.369268617592752 99.199433025438339 124.08615730493329 11.155429019592701 115.88037394732237 42.090634011896327 9.3433414110913855 12.246788719668983 40.027269354090095 197.49403377529234 32.641508609056473 234.57617827691138 9.8773814840242249 94.990160689223558 8.3797811097465438 50.965725466609001 266.66972220782191 291.77092638611794 22.74166989885271 7.9945044219493857 62.488751166500151 17.836732788942754 113.41141960211098 70.901137357577682 110.37617650767788 14.999247767031191 24.026379082817584 10.811634814366696 48.146265628281981 46.830284794792533 14.100665647536514 4.5125179071910679 9.375459788367154 145.73319627251476 19.697865357622508 22.618480779230595 115.37354359030724 90.406848032958806 20.79909297125414 10.923790065571664 55.992475233972073 4.0923285372555247 57.525085395202041 8.1264775511808676 67.527931975666434 43.4503164421767 23.736711150500923 36.606814987957478 3.8195232041180125 9.267752072773872 9.106108504347505 13.428285613656042 9.0626562181860191 5.7671254309825581 5.6729806270450345 11.776373218744991 11.196533776819704 15.951992890797554 56.196621348150074 4.9168291203677645 9.4393288702704012 5.2973002875223747 20.044476424343884 3.3577587082982054 32.49717085249722 3.8385030287317932
leaf_count=114 244 135345 67 132 130 143 489 291 737 1350 1022 393 2135 234 1439 166 106 1600 164 624 771 74 439 1363 254 92 843 177 178 150 587 121 105 82 110 86 111 446 959 2041 124 1220 965 117 145 936 4758 705 4315 80 767 289 1135 5512 2446 633 100 737 201 2343 463 901 213 469 119 443 267 101 89 83 2035 179 241 1132 1302 188 182 480 127 717 216 890 679 940 265 76 104 79 353 150 136 103 97 210 146 1769 100 257 121 393 125 796 74
internal_value=0 0.000153863 -0.00735896 0.000179147 0.00173188 0.00338967 0.0039599 0.00160818 -0.00282704 0.00580355 0.00753225 0.00740957 0.00964026 0.0133278 0.00264048 -0.00146986 -0.00687466 0.000589417 0.00299198 0.00573404 0.00127882 -0.0102983 0.0139839 -0.00749699 -0.00609111 0.00724876 0.00178568 -0.000123643 0.00819297 -0.00727725 -0.00512923 -0.0101329 0.000331263 0.0064882 7.38074e-05 -0.000111328 -0.00302258 5.4305e-05 -0.00143861 2.26779e-05 0.00462385 -0.0029026 0.00376538 -0.00847582 0.00100386 -9.53136e-05 -0.00191403 -0.00295969 0.000489305 0.00272799 0.00596663 0.00235845 0.00332957 0.00563273 0.000712076 0.00473288 0.0100102 0.0121349 -0.000726193 -0.00148409 -0.0016057 0.00784559 -6.90825e-05 -0.00427778 0.00340005 0.00895383 0.00150337 0.00551877 -0.0109403 0.00638987 -0.00559123 -0.00252012 1.08135e-05 -0.00410605 7.81164e-05 0.0110014 0.00315737 0.00944726 -0.0129713 0.000670997 -0.00367675 -0.00876997 -0.0122919 -0.00636368 -0.00234845 0.00337325 -0.00780019 0.00863674 -0.00849923 0.00251475 0.0024937 -0.010459 0.00447545 -0.00975877 -0.00194054 -0.0150449 -0.00562533 -0.00559599 -0.0123607 -0.013153 -0.0146944 -0.015535 -0.00396014
internal_weight=0 12863.5 34.7809 12828.8 806.593 531.099 512.265 312.105 153.078 159.026 140.68 200.16 152.576 99.7517 72.2382 275.494 70.46 205.034 161.147 126.215 88.4055 58.5873 37.8097 80.84 34.9316 11.8727 52.824 47.5842 15.8213 43.8869 31.763 38.2263 19.467 5.66065 12022.2 10032.6 532.088 9500.55 451.855 381.257 241.546 215.08 166.177 70.5982 1989.52 1219.91 701.706 610.445 267.218 769.606 288.793 518.207 471.074 317.635 480.812 91.2612 81.6387 73.6442 389.615 153.439 362.672 236.977 9259.01 164.079 105.802 60.3931 159.907 76.4699 80.2335 91.1973 343.227 51.8164 9094.93 137.992 8956.94 131.175 17.8046 65.8699 69.9538 81.5515 30.8681 82.5272 52.7937 47.1325 83.4371 12.1993 28.9656 26.9428 18.8346 18.6157 10.2796 30.1574 22.8508 34.9332 25.3275 60.2889 18.3466 15.3747 35.5524 24.4844 39.1203 35.7626 7.81152
internal_count=201252 201008 677 200331 18367 11966 11481 6791 4028 2763 2372 4690 3605 2369 1928 6401 1759 4642 2568 2000 1395 1487 605 2100 568 272 1236 1085 355 2074 730 1842 492 232 181964 150830 8481 142349 6274 5185 2040 2179 3006 1089 31134 24691 13250 11813 5020 6443 2465 11441 9926 6647 3978 1437 961 861 3189 3279 2909 1975 140309 2289 886 588 1079 547 2207 789 6793 490 138020 1373 136647 1089 293 560 1982 1186 849 1103 796 1515 532 365 283 280 485 314 225 610 207 1150 229 1896 391 387 1721 507 995 870 166
is_linear=0
shrinkage=0.0227381


Tree=765
num_leaves=112
num_cat=0
split_feature=202 89 128 187 149 125 179 12 173 213 125 208 211 181 127 189 10 144 9 188 187 40 182 153 77 33 41 9 214 18 182 220 73 205 120 212 149 149 14 57 233 40 228 128 141 93 187 156 229 156 18 121 219 188 227 151 15 86 7 224 211 203 40 228 224 229 12 214 187 154 38 74 224 227 210 149 214 125 156 124 121 226 211 189 187 136 229 178 187 181 166 212 154 40 141 127 181 188 210 151 153 195 7 165 27 41 131 42 18 131 211
split_gain=5.87339 6.07614 7.68442 6.15263 7.15539 5.04218 5.03408 5.78435 6.47994 8.31539 5.66733 5.55195 5.45566 6.59102 5.37045 5.26154 5.40315 4.94006 4.92766 4.68021 8.07893 9.70776 8.5104 9.0495 7.56948 7.33909 8.8254 7.15578 11.1197 7.14104 7.54786 8.33799 6.96231 6.86596 6.76436 6.48628 6.38277 11.2221 7.76969 6.36267 5.42826 5.35498 5.07376 4.55622 14.8066 11.3014 13.1642 8.33296 7.4945 7.06162 5.70002 4.9444 5.2097 5.66183 4.78568 4.74661 4.49806 6.07169 6.91447 4.49054 4.68089 4.48356 4.60587 4.43372 4.37588 4.36526 8.13111 4.782 4.16115 4.62832 4.1496 4.12667 4.0417 3.87022 3.81773 3.80885 3.89087 3.80126 3.77164 3.73464 3.73112 3.70928 4.66177 3.58927 3.54722 3.4901 3.45807 3.36373 3.25052 3.24432 3.21115 4.30432 3.33976 3.18111 3.16655 3.12322 3.10643 3.07572 3.04288 2.80195 2.68288 2.67711 2.64608 2.37486 2.3722 2.14827 2.12995 2.1159 1.95017 1.91875 1.73025
threshold=-0.10134347528219222 2.5000000000000004 37140.750000000007 13.125657894736845 -151.6181818181818 0.68309377138945937 1.2134721603605236 1.0000000180025095e-35 0.12771739130434787 -0.008623840752989052 1.8685831622176594 0.0058225230313837537 0.028609158471226696 114141.46875000001 17887.098469880657 0.22199820788530469 3.5000000000000004 -336.49999999999994 6.5000000000000009 0.98156642881413536 10.418761785040857 0.55222457527161051 -330.58571428571423 337502.25000000006 0.072900000000000006 1.0000000180025095e-35 0.50558277949122454 3.5000000000000004 0.022272879257798198 -4256.4999999999991 -1021.8730158730158 0.0088619245216250437 0.72825000000000017 0.0089727900922298449 5.0645360257990477 0.031036378815770153 -752.92857142857133 -933.15476190476181 0.027527500000000003 0.12265000000000002 0.018147584050893787 0.67024019772916954 0.0025301447603851561 16503.750000000004 0.44968551708084331 -684.49999999999989 8.6844965675057235 106872.75000000001 0.0017236727871932091 123392.25000000001 -4481.4999999999991 0.38964365837023923 -0.0097752446308732015 0.56265703517587951 -0.010167871136218308 27.500000000000004 -24558.499999999996 0.17275000000000004 15752.250000000002 0.026779745705425743 -0.039121292531490319 0.025200956501066688 0.45837238458583007 0.014479119796305897 0.0028382343007251625 -0.024411554448306557 1.5000000000000002 -0.047590142115950577 11.83438818565401 2020680.0000000002 33.500000000000007 0.02145 0.0084083736874163168 0.0099141616374254244 -0.0077795668039470902 565.35416666666686 0.015019298996776344 4.1190965092402481 167652.00000000003 26.402464065708426 0.20004010419907856 0.011998817790299656 -0.021134000271558758 0.041775741710296695 16.443240393626994 2.8452166771117979 -0.0074579422362148753 0.19139194139194141 7.8740230296521698 95427.900000000009 1.5000000000000002 -0.0071120895445346824 1387323.0000000002 0.51998639903177168 0.22202030890188276 5985.7910749913417 157089.60000000003 0.83384458077709622 1.0000000180025095e-35 1050.5000000000002 304348.56750000006 7.1444622792937409 24378.750000000004 0.56385869565217395 1.5000000000000002 0.74010542076135766 0.28666193392041334 0.024600000000000004 -3274.4999999999995 0.36897172918394644 -0.0079394648782908899
decision_type=2 10 10 8 8 2 10 2 8 2 2 2 2 10 2 8 2 10 2 10 10 10 8 8 8 2 10 2 2 2 8 2 10 2 2 2 10 10 2 10 2 10 2 10 2 10 10 10 2 8 2 8 2 8 2 10 2 8 10 2 2 2 10 2 2 2 2 2 10 8 2 10 2 2 2 10 2 2 10 2 10 2 2 10 8 10 2 10 8 8 10 2 10 10 2 2 10 8 2 10 10 8 10 10 10 10 10 10 2 10 2
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internal_value=0 -0.000249774 -0.00360817 -0.00618714 0.000990713 -0.00399535 0.00534562 0.0121707 0.020522 -5.10614e-05 -0.000392229 0.000546757 0.00146923 0.0020568 -0.00373077 -0.00242984 -0.00706862 0.00244068 -0.0019314 0.000474205 -0.00260692 0.00517174 0.0061896 -0.002452 0.0119567 0.0162691 0.00287922 0.00803799 0.00314527 0.00536092 0.0121092 0.00386796 0.00223772 0.00275177 -0.00430752 0.00488299 0.0125711 -0.0063174 -0.00903143 -0.00714912 2.8757e-05 0.00267154 -0.000232155 0.00236386 0.00714501 0.0131241 -0.000616001 -0.00249942 0.00719214 -0.00446493 0.00711163 0.0118686 0.00229813 0.0221335 -0.000556593 0.00374928 -0.000590223 -0.00077032 -0.0029486 -0.000197531 0.00740716 0.0119666 -0.00051163 0.000285697 -0.00268947 0.00473469 -0.00422385 -0.000995462 -0.00617974 0.00973528 0.00410194 -0.0043671 0.0042762 0.00249469 0.000383163 0.0100404 0.0099275 0.0133344 0.00205158 -0.00343665 0.00479498 0.00962295 -0.00969354 -0.00585156 0.000938936 0.00580807 0.010049 0.000636537 -0.00152665 0.00844929 -0.00105485 -0.0043028 -0.00598831 0.00199364 0.00524034 -0.00406575 -4.74041e-05 -0.00402985 -0.00671378 -0.00784543 0.00405457 0.00728829 -0.00902109 -0.00963181 -0.00348957 0.0114203 4.60832e-05 0.0126158 -0.000102584 0.00575767 0.00978819
internal_weight=0 7151.91 391.288 248.798 142.49 66.7615 75.7285 30.1848 15.5436 6760.62 45.5437 5732.96 2055.92 1790.21 106.692 265.71 97.5536 1683.51 150.799 168.157 112.295 35.1722 55.8616 24.3367 31.5249 23.8027 1532.72 25.0287 1480.7 418.003 64.6464 353.357 1062.69 989.931 72.7623 44.2805 16.3747 77.1229 61.8029 236.941 3677.05 323.265 3353.78 366.571 136.132 70.4642 230.439 189.96 28.1733 161.786 40.4797 27.2628 36.9078 33.5564 2987.21 134.534 83.5945 2852.68 586.517 2266.16 82.1845 58.4754 2183.98 1604.15 579.826 48.0575 499.6 193.382 306.219 33.0579 86.9163 22.3686 277.346 221.278 180.001 56.0681 50.9395 39.0476 156.863 51.5538 105.309 38.3797 62.4111 146.977 40.84 27.9257 41.2772 18.5384 27.9059 32.2867 48.5366 125.77 108.54 29.0155 28.6666 52.0187 65.6677 23.7092 22.9296 227.942 42.738 34.8625 197.316 191.284 13.1589 19.4903 30.626 20.3377 6728.33 51.0599 39.8578
internal_count=201078 112006 6656 4251 2405 1164 1241 522 354 105350 719 89072 31181 27316 2597 3865 1432 24719 1522 2433 1577 579 856 339 517 417 23197 220 22059 10040 1613 8427 12019 10463 1556 1081 483 998 872 4081 57891 2886 55005 7593 2730 1319 4863 4343 761 3582 520 343 764 555 47412 1866 1339 45546 10326 35220 3920 2667 31300 25105 6195 754 9578 3647 5931 504 748 439 2463 1874 1509 589 527 394 1250 361 889 412 1516 3417 540 321 365 188 598 501 336 1302 1139 310 399 1138 1411 1253 663 3892 748 631 3559 3445 213 221 333 509 104849 948 727
is_linear=0
shrinkage=0.0227381


Tree=767
num_leaves=101
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threshold=1.3990510186404628 0.031355706974864013 15464.484281909032 0.18893024378018761 0.026815009145774515 0.027498505971950457 111465.45000000001 0.0018135722493752839 3.5000000000000004 0.14113586763971933 0.16590650291973999 1260351.0000000002 0.50302230654004354 5.5000000000000009 -0.0082046701572835428 -2202.4999999999995 0.020139011554419998 0.0362058524042368 -0.022350753657519814 1.0031032634062285 0.98331019705479672 268.41643640586443 0.12495035779761451 0.97528314951932205 0.81618065769832548 30.500000000000004 30856.063500000004 -4810.4999999999991 5.5000000000000009 -1633.4999999999998 -0.003265414852648973 0.23608252039712782 0.038309853523969657 -0.014982654713094233 0.71100000000000019 0.15427683686723806 0.28246169617917621 91.500000000000014 -0.003248571301810443 -0.0074658931698650113 9.9009803921568658 0.10871269926428796 0.014120941516011955 0.0063899080269038686 0.23205128205128209 -0.017353221774101254 0.088550000000000004 659162.25000000012 -0.012550571002066134 0.012432734481990339 2.5000000000000004 -1573.4999999999998 15560.90035714286 0.40995189380668401 504029.25000000006 811516.50000000012 1.0000000180025095e-35 0.39343443139757411 37199.250000000007 1.1438112182766922 0.008745499999999953 0.87320936753784273 2.5000000000000004 0.039439935237169273 -0.00060767013928852965 0.31424421014162446 -0.0047809306997805825 160.50000000000003 0.39535748868774395 -339.49999999999994 0.050009864838287302 -13127.499999999998 0.55405573365221705 -2.4999999999999996 5.5000000000000009 4094.5650000000001 0.28246169617917621 3225217.8600000003 1836966.8700000003 1.1075485187882028 968.55000000000007 -173.70833333333329 664.31672738560144 15.684496567505724 2405596.5000000005 0.011906034313142301 0.016850881278514866 -3618.4999999999995 3.5000000000000004 6.8580586080586086 0.033045401492054004 -0.00024021569697652009 -14802.499999999998 2.5000000000000004 0.98535000000000006 0.97885000000000011 0.5504888821492423 3.5000000000000004 0.053891234729558091 973.34064780355322
decision_type=10 2 2 8 10 8 8 2 10 2 8 2 8 2 2 10 2 2 2 10 8 8 8 8 8 10 10 2 2 10 2 8 2 2 10 8 10 10 2 2 10 2 2 2 8 2 10 10 2 2 8 10 10 8 10 10 10 10 8 10 2 10 10 2 2 8 2 10 10 8 2 2 8 10 2 8 10 10 10 8 10 10 8 8 10 2 2 2 2 10 10 2 2 2 10 8 8 8 2 10
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leaf_count=106 81 69 124 358 108 461 91 132 81 66 62 59 70 61 169 688 210 544 170 270 309 1325 3773 699 1738 101 142 3513 3025 11686 336 715 1288 6013 313 10367 843 108 315 387 6238 539 1390 567 2479 20671 1526 281 1856 713 203 87957 480 1381 535 11566 528 1636 180 161 1480 540 149 97 299 102 182 109 178 91 86 87 89 83 81 1074 96 79 69 88 90 34 115 126 78 69 82 80 172 104 863 99 95 937 111 255 127 75 112 61
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internal_weight=0 94.9237 82.7669 32.9854 12755 12616.9 39.5856 19.5499 138.076 24.6337 113.443 100.187 46.0774 27.0618 20.0357 12577.3 848.017 170.077 115.769 677.94 101.81 61.1613 593.521 411.485 257.133 84.4184 182.037 170.195 154.352 11729.3 1351.69 566.857 390.344 332.713 784.829 620.576 565.207 55.3695 176.513 10377.6 3009.9 896.531 764.259 132.272 2113.37 1721.1 392.266 57.6305 164.253 124.206 61.4486 7367.7 141.091 91.67 49.4206 7226.6 863.967 6362.64 11.8413 47.4928 115.064 40.0469 54.3089 22.0135 40.6483 23.2434 36.9256 49.7814 5.79757 19.0156 45.7593 34.1678 12.1568 54.1098 14.5036 46.1898 43.5034 21.42 32.2954 26.8506 21.2642 42.5015 5.44479 16.5936 38.6235 13.9589 39.2183 15.5056 14.519 7.39626 35.8952 9.2748 7.91999 18.8633 16.3142 11.1746 9.74076 10.4746 10.1302 13.7887
internal_count=200607 2273 2011 756 198334 194433 747 412 3901 595 3306 3200 1712 1336 335 193686 18061 3570 2382 14491 2103 1495 13531 9235 5511 960 4296 3974 3724 175625 26059 10983 8270 6701 15076 11654 11210 444 2713 149566 45096 14182 13076 1106 30914 23150 7764 1569 3422 2569 918 104470 2783 1768 1015 101687 12094 89593 322 518 1795 853 1188 372 608 632 442 1255 239 376 1146 357 262 1488 402 1310 1248 261 816 632 1097 1065 184 275 1152 279 1031 181 280 193 949 190 178 1007 530 321 186 166 193 419
is_linear=0
shrinkage=0.0227381


Tree=768
num_leaves=112
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split_gain=4.10962 11.5853 9.46631 8.38252 8.12379 9.58185 11.1711 7.45478 7.32823 7.10322 6.45872 8.70151 6.61247 7.90309 5.76421 5.445 8.10744 6.19116 5.28709 5.16677 5.064 4.95179 4.85585 4.75399 4.3264 4.21101 5.91893 4.20836 3.82665 7.42073 7.69144 6.08569 4.89442 4.85821 5.93537 6.13212 5.66285 5.40239 4.44236 4.12708 4.93711 6.60417 7.6437 7.52788 6.97219 6.81464 7.14116 6.22259 11.22 12.0909 9.75561 8.72948 8.69216 8.13811 6.89859 6.52235 7.30372 11.3005 10.036 8.30847 7.40713 6.69777 8.41492 8.20676 7.98364 7.10404 6.41787 6.17502 5.97908 5.74256 5.71588 6.65718 5.43049 9.44574 6.77661 5.37167 5.15363 5.06122 5.01707 4.96472 4.87315 5.58115 4.87254 4.8019 5.62864 4.80077 4.7644 7.69796 6.56224 5.23215 4.59367 4.09581 4.05966 3.93238 3.90745 3.73514 3.71268 3.57722 3.86194 3.52547 3.47563 3.31999 3.30804 3.24871 3.23758 3.16098 3.12609 3.07284 3.02449 2.94659 2.93273
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decision_type=2 8 10 2 2 2 8 10 10 2 10 8 2 2 2 8 2 2 10 2 8 10 10 2 8 2 8 2 2 8 2 8 2 8 2 2 2 2 2 10 10 10 10 2 2 2 8 10 10 10 2 2 2 10 2 2 2 2 2 10 2 2 2 8 2 2 10 8 2 10 2 2 2 2 2 10 10 2 2 2 2 10 2 10 2 10 2 2 10 2 8 8 8 2 2 2 10 8 2 10 10 8 2 2 10 10 2 2 8 8 2
left_child=1 2 3 -1 5 6 24 25 9 15 11 12 23 -14 -12 95 -17 -18 21 -10 103 -16 96 -8 -3 26 -6 -13 39 32 31 -31 -30 34 35 92 37 -35 -33 40 41 42 70 44 45 46 -43 48 78 50 53 90 -53 -50 -52 56 58 59 66 -58 -60 63 65 64 -57 -63 -49 -65 77 -70 72 85 74 -74 -2 -59 -64 -45 101 -47 81 108 -73 86 -85 -72 87 89 -88 109 -51 -83 -32 -91 -38 -7 -9 98 -86 -24 -40 102 -42 -11 -21 -101 -89 -4 -41 -82 -28
right_child=28 4 107 -5 7 8 10 22 19 20 14 27 13 -15 18 16 17 -19 -20 104 -22 -23 99 -25 -26 -27 110 -29 29 30 33 38 -34 36 -36 -37 94 -39 100 80 47 43 -44 68 -46 79 -48 55 49 51 54 52 -54 -55 -56 61 57 75 60 -61 -62 62 76 67 -66 -67 -68 -69 69 -71 71 82 73 -75 -76 -77 -78 -79 -80 -81 83 91 -84 84 97 -87 88 106 -90 93 -92 -93 -94 -95 -96 -97 -98 -99 -100 105 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
leaf_value=0.025628551357838085 -0.0059084196639671632 -0.01135418570007527 -0.0072902591764402057 0.00042593744742027616 0.0060591850557043221 0.0069328012266280112 0.0081840867110425878 -0.011393032222025817 0.0066615146784900761 0.011024005221133714 -0.0083187716755437052 0.006029661027141137 0.020397351151619454 0.0046023936899616301 0.015927813780252542 -0.0068900793334733109 -0.0045819582523030722 0.012381470163527088 -0.0053654718037420687 -0.013414225367742536 -0.011042897407271419 -0.0009121364648123695 -0.0025984088892184467 -0.0066351261634206736 0.0058268156613452676 0.0054435640186402227 -0.011132865134136539 -0.0088268681977242171 0.0017650135477182748 0.0070662461758654862 -0.0010257478736596442 0.0025174718841457439 -0.012897069366255372 0.019432786249308134 -0.0081489521816356103 -0.0077989341911384666 -0.0078784202377505715 0.0009636486393334486 -0.014873159189905514 -0.0024207228251574529 0.0078295606089763114 0.0029825211006812478 0.013342570184499063 0.017021821228893896 -0.01420708825067662 0.006391626048255895 -0.0031621731780470588 0.0064222874156760184 0.0063155767237421459 0.0046899463602101009 0.0017827392015064883 0.0075080733329657848 -0.0032311229071557944 -0.00014729842226748812 -0.0092024294129426591 0.0089727974155068124 0.0083219395710417837 0.00014025781724204115 -0.0054864193295751668 -0.0027634932329226453 -7.1549776211942217e-05 0.0013940129439086943 9.2216031041339447e-05 0.0049235609840515065 -0.0039176757400481909 -0.0081958388525131542 -0.0041516545373262133 -0.0016580521641199231 -0.0074717901254657531 0.010603418874705799 -0.012415264295063597 0.0065857096050620477 -0.0041837495236649522 0.0099743603575002827 0.010172590884549209 0.0086108297294323621 -0.0011706367839323924 -0.0018796624463987969 0.0055309648303296698 -0.011231050341236462 -0.00019608884165055383 -0.012403689178955528 -0.0056681030736200786 -0.0032190405539782646 0.0157802387465803 0.002203076596256218 0.014057232081450497 -0.013011001519866302 -0.0025803081342472677 -0.0079528429249805816 -0.010460373337104163 0.0028195226644477291 0.015704961019960443 0.0059007268687868092 0.006858617129768407 -0.01040749810127121 0.0050160424997974466 -0.0014545115110183569 -9.2744085889053971e-05 0.016820973378011188 -0.0010112886597980846 -0.01398892365007335 -0.0066594088668886046 -0.0046407039232672356 0.0037728165904138996 -0.0019352887116359503 0.0012971446500512011 0.006490208546592313 0.012234060389507855 0.014123798912499191 0.0036183269437133087
leaf_weight=17.220056486316029 10.943910194560884 18.550686282105747 9.7214430421590823 9.6754830414429289 7.5932652396149924 2.4318678798153988 18.260751545429233 7.3266952466219646 3.8945875205099574 5.3708230052143318 15.748144602403043 10.74481589626521 52.591412131674588 30.847756729461253 15.219721165020015 12.049712300300596 8.7267523584887368 57.982116742990911 11.167451610788701 33.19787858473137 24.576509954407811 13.115060638170693 6.6030682548880604 11.110343480482696 4.4519930901005855 7.0248783677816382 76.714754099026322 12.069611317478119 12.980049892328678 8.7663723547011596 10.064476653002208 11.445144901052116 40.678079488454387 16.072645438369367 25.132908782921731 7.2273540431633583 11.402413814328613 13.666920531075446 31.927515900693834 9.4579239776358026 4.9838342396542457 115.05745868058875 16.518220061436296 15.893478577956559 20.928575754165649 3.847413131967186 478.87254653358832 159.92030978482217 133.87161557888612 10.142363235820087 42.170437142252922 332.99571936065331 39.144000399392098 342.57990058558062 74.272726755589247 119.53635616740212 219.36626320518553 462.81529583409429 148.20917700231075 36.97991961799562 783.24199849367142 54.520479619503021 4614.4336999738589 95.487544266972691 25.578825399279594 120.91255055367947 29.80004143435508 244.04550388455391 20.786717545241121 4.7859053323045364 38.524970352649689 32.778481385204941 85.422081041615456 24.307437287643552 58.350257374346256 33.672380309551954 2609.4375909091905 8.2132713813334686 7.1623671762645236 58.011099377647042 10.533059866167607 21.302990399301052 20.078123906161636 12.813637584447859 42.871527580544353 12.348488128278403 20.548481633886695 21.080726983956996 17.221066485159099 18.5773173365742 19.429815962444991 9.2495527071878332 12.598517292179165 9.6272520301863533 8.9664468280971032 11.77352492045611 6.1944501092657447 7.9610138274729243 9.2480938108637911 13.003083818126472 13.881836008280514 29.159575308207422 12.044305673334746 6.5114799421280622 2.7976912106387308 3.8408530917949966 8.7835791967809183 6.9869929645210496 6.6835933607071629 14.850906248204408 3.6380861247889689
leaf_count=349 170 444 140 225 161 76 413 172 87 112 312 193 1392 684 306 248 239 1415 230 1039 578 279 150 497 72 163 1751 197 176 61 147 149 679 134 354 133 132 136 453 140 83 2520 340 343 773 97 9984 2699 3218 99 858 4644 584 7490 1681 1685 3070 6445 2524 354 11786 860 59824 1470 440 1845 364 3105 642 86 748 648 1982 538 818 516 43351 215 199 1237 85 215 370 138 440 196 131 199 202 174 315 64 164 91 90 472 191 95 92 290 162 619 258 216 77 131 80 96 74 122 91
internal_value=0 0.00199038 0.012204 0.0188618 0.000939643 0.00260831 0.00571597 -0.00376969 -0.00140383 0.00133802 0.00753926 0.0100741 0.0125091 0.0155335 0.000798176 0.00459965 0.0068993 0.00989248 0.00527025 -0.00895952 -0.00626915 0.00973546 0.00422549 0.00234509 -0.00734809 -0.00697436 -0.00836281 -0.00209455 1.09886e-05 -0.00287271 -0.000406544 -0.00606163 -0.00959628 0.0033345 -0.00132896 0.0049448 0.00790007 0.0130651 -0.00873196 6.66953e-05 5.6726e-06 -0.00149519 0.00132072 -0.00265722 -0.00329878 -0.00277128 -0.00194622 0.000149207 0.00180677 0.00237349 0.000292503 0.00537435 0.00633098 0.00174837 -0.00537504 -3.02406e-05 0.00117239 0.00289096 5.19858e-06 0.00668497 -0.000975454 -0.000317071 -0.000487575 0.00224919 0.00660856 -0.00528963 0.00465338 0.000268785 0.00527912 -0.00227189 0.000245344 -0.00381865 0.00266723 -0.00055047 0.00726091 0.000851566 -0.000364806 0.0117808 -0.00762151 -0.00948862 0.0029613 -0.00320671 0.0017891 0.0045181 0.00880478 -0.00906137 0.00152791 -0.00157239 0.00739947 0.00351938 -0.00537815 -0.0081878 0.0100363 -0.00295014 -0.00128071 -0.00594392 -0.00484769 0.0114512 0.0133494 0.0093547 -0.0114963 -0.0102091 -0.00121433 0.00409516 -0.0116084 0.0133352 -0.00945341 -0.00128022 0.00579014 0.00963552 -0.0101797
internal_weight=0 558.734 43.604 26.8955 515.13 383.191 213.878 131.939 169.313 129.423 190.875 135.625 112.81 83.4392 55.2504 92.964 78.7586 66.7089 39.5022 39.8902 36.4588 28.3348 36.9682 29.3711 23.0027 94.971 87.9461 22.8144 12297.2 224.811 171.153 66.0209 53.6581 105.132 55.0233 29.8903 50.1084 29.7396 57.2545 12072.4 11831.6 1025.67 299.272 726.396 676.717 655.789 593.93 10805.9 1047.96 994.607 592.895 401.712 372.14 476.452 116.443 9757.96 1874.01 752.834 1121.17 256.346 931.451 7883.95 7399.3 484.648 145.115 175.433 189.72 339.533 49.6794 25.5726 282.754 103.73 179.024 109.73 69.2942 496.488 7223.87 24.1067 53.3501 61.8585 240.811 46.6941 52.8566 194.117 72.8943 50.8735 121.222 83.4528 37.7695 53.5885 29.5722 30.5525 22.663 28.2046 20.3689 14.2054 13.5211 60.0806 52.1196 23.447 45.8094 46.1877 17.0281 11.8823 35.9956 16.8439 29.8643 16.7084 16.1415 25.384 80.3528
internal_count=200893 13488 810 574 12678 9578 5019 3100 4559 3356 4503 3376 2986 2076 1127 2450 1902 1654 815 1203 906 585 934 910 516 2166 2003 390 187405 2970 2115 825 855 1290 798 444 492 270 764 184435 182093 21707 5810 15897 14611 13838 12504 160386 20048 18889 13247 5642 5228 10708 2539 140338 27758 10385 17373 3424 14310 112580 105880 6700 2125 2705 3063 4575 1286 728 5470 1962 3508 2520 988 6961 103175 558 1159 1334 2342 493 1018 1849 765 944 1084 751 333 472 414 279 311 265 222 548 363 627 532 571 615 960 341 328 1116 421 279 236 214 207 1842
is_linear=0
shrinkage=0.0227381


Tree=769
num_leaves=112
num_cat=0
split_feature=224 209 154 230 197 127 171 220 161 171 181 184 165 38 217 145 182 184 38 187 188 174 215 39 6 218 165 223 145 123 218 153 199 200 187 216 208 218 215 41 57 38 14 135 185 135 227 195 216 228 7 121 39 189 5 123 130 233 126 230 195 231 131 220 156 220 208 91 135 187 145 121 226 165 39 184 66 162 227 136 92 188 190 224 130 165 209 145 227 70 220 181 209 215 17 224 162 191 204 186 131 15 195 56 59 161 71 196 31 182 170
split_gain=5.76762 8.07912 6.44187 8.7835 8.45834 8.70195 6.0158 5.82103 7.91642 5.65895 5.62146 5.88048 5.51635 4.82689 6.20752 5.45122 5.05885 4.97874 4.82086 7.21839 7.35993 8.06913 6.5431 6.46067 5.89153 5.54365 5.45663 6.51709 6.19502 6.86641 6.33439 6.97787 7.15939 6.05302 5.81479 5.5895 5.45197 5.11934 5.45978 4.73937 4.6784 4.56442 9.68225 7.55676 8.3668 9.18375 8.00784 11.2703 9.01105 7.40097 13.9725 9.74906 13.6146 11.0335 9.25819 8.42505 7.37987 7.85949 6.62501 9.86127 8.13718 6.58977 8.83334 6.5643 6.11963 5.94688 7.04494 5.88255 5.88103 5.80103 7.02341 5.76798 6.3762 6.26215 5.69193 8.97879 7.11049 6.23349 5.64658 9.02617 8.50736 7.75366 8.7462 7.55931 6.20862 7.47246 6.16305 5.90271 5.74517 10.0203 8.84788 8.4076 6.45616 11.5907 7.41942 5.65423 5.52755 5.38435 5.01564 4.99837 4.95581 4.4609 4.45387 4.74031 4.40083 4.3756 4.30052 4.28166 4.4966 4.13942 4.46143
threshold=-0.025999354198575016 -0.026737054809927937 1123913.2050000003 -0.014879796653985975 1.0464539609089316 14794.428752121503 8.5000000000000018 -0.0099290171638131124 0.066005846955650829 42.500000000000007 185984.85000000003 50288.062500000007 0.55277777777777792 35.500000000000007 -0.010414550080895422 26.872383492921095 -1217.6904761904759 56406.34350000001 4.5000000000000009 14.788170163170165 0.90950040950040967 5.5000000000000009 0.019457524642348293 0.78336682683698733 258738.75000000003 -0.019953203387558457 0.38585607940446659 0.027088313363492492 773.9441426734528 0.80800790404261658 0.031628297641873367 72004.500000000015 104119.78717105265 90.500000000000014 8.2009174311926625 0.017063859850168232 0.011702606454491617 0.012381493113934995 -0.0093059698119759542 0.055901751071647403 0.10085000000000001 8.5000000000000018 0.0038154999999999504 0.18308376615517552 -482.64921259842521 0.033909969606544792 -0.011247070506215094 11.967028985507248 0.031320007517933852 0.014179278630763294 18749.250000000004 0.086999007906057649 0.38545793076481211 0.26687370600414084 261450.00000000003 0.82562592817024461 0.52317073346640608 -0.0088827777653932554 0.021995349937960512 -0.0037661069072782989 8.9420168067226911 -0.0029913375619798894 0.13141074399747457 0.0063868549186736354 199986.75000000003 -0.025473807007074353 0.016542101278901104 1.0000000180025095e-35 0.065167358432901959 11.921519223590893 649.32217221756207 0.10466602058027942 0.0029210953507572417 0.46291208791208799 0.74505030098129177 91017.750000000015 0.073950000000000002 0.70339413838760756 0.016103592701256279 0.6134596368860552 1.0000000180025095e-35 0.59845502266762118 14.500000000000002 -0.010811028070747851 0.72092194466796089 0.2834821428571429 0.057171102613210685 814.70372937982859 -0.013288246002048252 0.20535000000000003 -0.0001553803667775355 180000.20454545456 -0.043826507404446595 -0.023633262142539021 -519.49999999999989 -0.020282751880586144 0.89473730210202895 50.500000000000007 -0.025321092456579205 8783.6175000000021 0.16343485184282308 -16727.499999999996 18.503012048192776 0.12555000000000002 0.81380000000000019 0.32186410908798729 0.032450000000000007 0.041666454103287613 15.500000000000002 -313.32291666666657 25.720779220779225
decision_type=2 2 10 2 8 2 8 2 8 10 10 10 10 2 2 10 8 10 2 10 10 8 2 10 2 2 10 2 10 10 2 10 8 10 8 2 2 2 2 8 10 2 2 10 10 8 2 10 2 2 10 10 8 8 2 10 10 2 2 2 8 2 10 2 10 2 2 8 8 10 8 10 2 8 8 10 8 8 2 10 8 8 8 2 8 10 2 8 2 8 2 8 2 2 2 2 8 8 2 8 10 2 10 8 10 10 10 10 2 10 10
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is_linear=0
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is_linear=0
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Tree=772
num_leaves=77
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split_gain=5.2173 6.35124 5.08026 4.79638 7.45482 8.5279 5.49972 4.82125 4.65536 4.23853 4.02139 9.07731 9.09897 6.95262 6.09743 7.05583 6.71597 5.65157 5.53694 5.53668 5.97432 5.50592 5.25175 5.19986 4.54062 4.33611 4.27407 11.1555 9.5046 7.72781 6.85111 6.77433 6.41068 7.87202 7.4318 4.84959 7.36472 4.72765 6.01761 4.56204 4.10356 3.9772 3.94817 10.0629 9.66002 9.15877 6.25638 5.39114 7.05201 4.42316 7.76056 11.3088 7.00475 5.40889 4.85927 4.39878 3.82114 3.63115 3.45178 2.80171 2.52955 2.50705 2.24973 1.5483 1.54184 1.40409 1.40165 1.30386 1.17125 1.13128 0.795231 0.752257 0.442028 0.332081 0.222968 0.113708
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decision_type=10 8 10 10 10 10 2 2 2 2 10 10 2 2 10 10 8 8 2 10 2 2 8 2 8 10 2 10 2 2 10 8 10 8 10 8 8 2 2 2 10 10 2 10 10 2 10 2 8 10 8 2 2 2 8 2 2 2 10 8 2 8 10 8 2 8 10 2 8 8 10 10 8 10 2 2
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is_linear=0
shrinkage=0.0227381


Tree=773
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Tree=775
num_leaves=112
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split_gain=5.27811 3.58319 3.51141 9.82277 8.2766 6.69246 7.04552 6.83611 12.0979 8.95992 7.88053 7.04994 6.65608 9.17948 6.28122 7.38069 6.189 7.58786 6.2989 7.89067 7.80361 5.87443 6.52779 5.85492 5.77937 6.24017 5.75095 5.63156 5.59794 5.59406 5.54526 5.52518 5.52421 5.89538 5.46576 5.27516 5.31689 5.24234 5.06181 6.09054 6.73127 5.9255 6.12503 7.33365 5.3833 6.56401 4.98571 4.96543 5.70791 4.90318 4.86778 4.81568 6.68456 6.65416 5.7504 4.77804 7.53098 7.98512 7.49369 8.41462 7.44161 6.8941 5.03916 4.78968 10.1754 7.97477 7.49024 6.66394 6.37891 6.23644 5.17015 5.18652 8.93774 7.03336 5.18568 6.70221 5.01793 4.7338 4.70628 4.69285 4.61855 4.45762 4.54083 4.44334 4.38151 4.3524 4.27658 4.13744 3.91168 3.87829 3.84975 3.79004 3.63345 3.62571 4.82918 3.59151 3.55013 3.49471 3.30315 3.27823 3.25659 3.23724 3.09796 3.07205 2.99677 2.98205 2.92245 2.89944 2.8676 2.79648 2.71072
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decision_type=10 8 10 10 2 2 2 10 2 10 8 2 10 8 10 10 2 2 2 10 8 8 2 2 10 8 2 2 2 2 8 10 10 8 2 10 2 10 2 10 2 8 2 8 2 10 2 10 10 10 10 2 2 2 8 2 2 10 10 2 8 8 10 10 2 8 2 10 8 8 8 2 10 8 10 10 2 8 8 2 8 2 2 8 2 8 2 2 10 2 8 10 8 10 10 2 10 2 2 2 10 10 2 2 10 2 10 10 10 10 2
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leaf_count=118 354 212 159 111 1592 191 245 123 225 240 343 135 124 1504 224 95 180 128 138 90 67 265 398 910 79 700 1312 297 118 138 180 114 206 950 150 321 205 162 91 142 161 462 1363 561 12660 2964 793 195 321 383 157 62 586 98 273 589 127 178 831 697 2207 126 50 900 106 3898 13630 348 447 899 104522 331 499 1224 1700 422 21444 93 950 113 109 131 1136 114 774 1775 320 448 515 95 151 185 104 91 253 1626 170 170 145 145 150 89 204 94 103 275 74 296 119 134 305
internal_value=0 0.012832 8.13366e-05 -0.00084688 -0.00114358 0.000233115 0.00304016 0.00178976 0.006583 0.0115823 -0.000195384 0.0142221 0.00275854 0.000979738 0.0102354 0.0138495 0.0026452 -0.00135837 0.00569789 0.00917544 -0.000578453 -0.0051474 0.00284047 -0.00855347 -0.00177826 0.00197259 -0.00194989 0.0106882 0.000121678 0.0201712 -0.00470263 0.00844919 -0.00503176 -0.00830967 0.00700355 -0.00451801 0.00285904 0.0145584 -0.00229725 -0.00642254 -0.00812979 -0.00180387 0.00193113 0.00664116 -0.00247591 -0.00186912 -0.00713866 0.00364595 0.00648532 0.00843319 -0.00153763 -0.00625666 -0.000499758 -0.010103 0.00786541 0.000177828 -0.00215674 -0.00637319 -3.13839e-05 0.00155113 0.00419403 0.0030052 -0.00802922 0.000277979 -0.000852326 -0.00126585 -0.00187328 0.0068522 0.00236531 0.00305508 0.000494205 -0.00335439 0.00229629 -0.00591999 0.000575426 0.00397447 0.000480155 0.0236477 -0.00463925 0.0136087 0.0142092 -0.0092214 -0.0112715 0.0143182 0.0175496 -0.0100185 -0.00160443 -0.00416463 0.0169243 0.00097422 0.00527417 -6.07844e-05 -0.00699826 0.0113884 0.0148871 -0.0121525 0.005017 -0.0123731 0.00146583 0.00046267 0.00506235 0.00422281 0.00399431 0.00485295 0.00319458 0.0175288 0.00101004 -0.00749737 -0.00549128 -0.000886396 0.0278767
internal_weight=0 8.20858 12865.7 1802.56 1754.11 11063.2 413.795 361.68 100.091 67.859 261.589 61.2422 166.235 151.964 52.1145 40.5743 247.771 109.255 138.516 86.5756 51.9402 95.3534 28.931 66.4224 1506.34 180.165 122.015 29.9483 10649.4 23.8974 114.334 48.4449 78.288 57.9323 30.9668 45.6025 22.8573 48.244 1326.18 130.627 116.277 1195.55 179.853 72.9441 1015.7 909.4 106.298 157.605 100.976 89.0217 106.909 105.808 46.2703 59.5374 19.4386 10535 426.087 137.036 289.051 247.09 175.105 31.812 41.9608 10108.9 1619.23 1543.57 1357.59 75.6614 59.6034 185.975 8489.72 168.303 52.8352 115.468 8321.42 217.334 8104.08 20.1339 71.985 13.9567 14.2719 105.224 85.6771 25.1983 49.0505 103.224 56.6288 32.2324 42.5653 38.3316 14.3491 23.2466 26.8317 23.8983 18.514 56.2066 17.8441 46.6271 19.7953 19.5468 28.5222 13.052 20.3557 13.0535 8.68892 21.0881 16.677 22.5602 39.0548 12.1917 15.2028
internal_count=201006 566 200440 30412 29443 170028 9037 7990 2168 1406 5822 1283 3689 3456 1047 823 4064 2141 1923 1150 773 2133 643 1490 25379 2413 2816 640 160991 631 3336 969 1488 1078 653 706 385 767 22966 2414 2121 20552 2543 1023 18009 15624 2385 2038 1404 1083 1520 3145 1359 1786 566 157655 6696 1843 4853 3972 2904 304 881 150959 20228 19327 17528 901 553 1799 130731 2643 1088 1555 128088 2122 125966 536 1068 386 233 1539 1263 500 1014 1866 634 762 677 383 293 469 793 494 403 1688 355 1080 410 276 288 314 410 255 207 386 192 375 439 269 398
is_linear=0
shrinkage=0.0227381


Tree=776
num_leaves=112
num_cat=0
split_feature=126 150 165 144 132 157 121 205 197 213 232 178 126 134 145 123 135 121 227 64 89 206 202 230 203 165 122 220 144 209 142 177 39 174 184 227 39 185 62 143 207 223 144 67 182 209 86 206 215 180 157 161 185 185 126 130 186 67 28 203 184 156 16 93 218 46 151 56 150 221 36 174 39 177 231 180 41 215 207 7 218 170 161 218 18 17 121 209 227 121 227 93 221 132 156 156 180 183 218 209 122 219 215 28 206 55 26 219 93 192 9
split_gain=3.95333 6.76044 9.13401 8.6179 9.56173 7.57559 9.68566 8.86578 11.8479 8.24306 8.04553 8.33124 7.72892 7.13581 6.88905 11.3944 7.51925 10.8248 7.36581 8.44438 6.9515 6.95121 6.83531 6.9165 6.82916 8.86322 6.63894 7.03445 6.46248 7.64806 6.88635 6.29996 9.5792 8.3811 8.51193 7.48669 8.1391 8.2676 7.32618 8.16866 6.66317 11.2415 8.72859 6.35566 6.21777 13.5261 11.4114 7.90647 7.6028 6.83556 6.6322 6.11459 6.11082 9.37195 6.083 5.97521 5.98628 5.94513 5.9132 6.03816 5.89256 5.85057 5.8478 8.34905 6.56133 5.79695 5.77643 5.76065 5.71128 5.60877 8.88022 8.34457 7.445 13.8433 8.34472 8.97861 8.2774 7.89823 7.77104 8.13227 7.30947 7.2371 8.39079 7.50597 10.0753 8.61302 8.75771 8.31818 7.29606 6.95297 6.84567 8.2157 6.829 6.82008 6.7277 14.8902 12.0471 6.52493 9.86781 10.3927 7.94167 6.73124 9.30489 6.44293 6.599 6.35541 6.29434 6.20118 6.04847 6.0458 5.99346
threshold=0.06098508695217255 -1308.4999999999998 0.084523809523809543 -336.49999999999994 0.097031328133075939 149652.00000000003 0.23629861114355724 -0.0096474783495068533 1.1003076533340048 -0.021097028627991673 -0.013272699434310196 0.55086206896551737 0.022701843213942724 0.010264228451265752 694.17564976354981 0.89381096157640738 0.22730167501966023 0.10172656528236683 0.013256050180643799 0.18750000000000003 2.5000000000000004 0.034017680212855346 -0.085431404411792741 -0.0078126662410795671 0.048598015680909164 0.43167701863354041 0.032496491542401619 -0.022579065524041649 -128.49999999999997 0.011059470009058716 -1040.9705882352939 0.77097902097902116 0.69708465210201387 1.5000000000000002 39385.125000000007 -0.0030299702193588014 0.80707773068150679 1220.4689320054947 0.15515000000000004 -1333.4999999999998 -0.0027839231770485635 0.0063181752339005479 -74.499999999999986 0.15645000000000003 -1245.633333333333 -0.016774932853877541 0.070250000000000021 -0.031259467825293534 0.0362058524042368 7650.1935000000003 28565.730000000003 0.25364692811108558 1143.7230681818185 196.36294420861128 0.017669333193912937 0.24552878354483898 24951.487500000007 0.073050000000000018 2.5000000000000004 0.0049062187317758807 159511.82142857145 224439.75000000003 -470.49999999999994 -267.49999999999994 -0.029048237949609753 0.0077500000000000008 917.50000000000011 0.38290000000000007 -2301.4999999999995 -0.0007429851684719323 1.0000000180025095e-35 10.500000000000002 0.39881023653893977 0.70710784313725505 -0.014543816447257994 5419.9912500000009 0.40574790048145171 0.017221842892467979 0.066157441586256041 43314.750000000007 -0.031570527702569955 16.514705882352946 0.15845891700601017 0.0063043658155947932 -1400.4999999999998 -491.49999999999994 0.18666544350292827 -0.015379684977233408 0.012342834379523994 0.15479946762088942 0.0033450588816776876 -172.49999999999997 0.00055224497918970894 0.083912082246404521 811516.50000000012 755365.50000000012 8210.0700000000015 -1100.4999999999998 0.010941159445792438 0.025142955593764785 0.049999856481893867 0.00054385844850912701 0.0053273735102266082 2.5000000000000004 0.025428592227399353 0.0021500000000000004 1.5000000000000002 -0.018795057199895378 -1045.4999999999998 0.018927633150226896 5.5000000000000009
decision_type=2 8 10 10 8 10 10 2 8 2 2 10 2 10 8 10 10 10 2 8 10 2 2 2 2 10 10 2 10 2 10 8 10 8 8 2 8 8 10 8 2 2 10 10 8 2 10 2 2 10 8 10 10 8 2 10 8 10 2 2 8 10 2 10 2 8 10 8 10 2 2 10 8 10 2 8 10 2 2 10 2 8 8 2 2 2 10 2 2 10 2 10 2 10 10 10 8 8 2 2 10 2 2 2 2 8 2 2 10 8 2
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is_linear=0
shrinkage=0.0227381


Tree=779
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decision_type=10 8 8 8 10 10 8 2 10 10 10 2 2 10 8 8 10 2 8 2 8 10 8 10 8 2 10 10 8 10 2 8 2 2 10 2 10 8 2 2 10 10 8 8 8 2 8 8 10 8 2 10 10 2 8 8 2 2 8 2 10 2 8 10 10 10 8 2 10 2 2 2 10 8 8 2 8 8 10 10 2 2 2 2 8 10 8 2 10 8 8 10 2 8 2 10 10 2 2 10 8 2 10 8 10 10 10 8 8 2 10
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leaf_count=2726 96 398 168 104 337 317 63 3389 441 190 316 177 500 424 627 109 318 111 157 280 1800 110 262 234 741 4722 242 140 165 143 138 221 259 193 84 3767 264 1647 1130 1123 425 91 633 1725 197 1131 98 249 143 338 1368 95 128 243 84 278 431 132 180 406 251 782 326 128 467 363 277 165 109 126 195 581 118 320 1267 3336 548 926 493 182 3152 27034 737 6659 1166 567 169 206 197 1368 25690 1557 80268 307 227 150 166 197 254 744 394 494 95 232 128 204 138 214 109 185 137
internal_value=0 -0.00230276 0.00180664 -0.00158093 0.00741792 -0.0044577 -0.00511533 -0.00637254 -0.00763736 0.000178554 -0.000672872 0.00603789 0.00198253 0.00824839 0.000144893 -0.000772217 0.000564795 0.00642006 -0.00180161 -0.000557529 0.0004159 -0.00574427 -0.00465427 -0.00558211 0.000322751 0.00270492 0.00411527 0.011237 -0.000378739 -0.00202222 0.00469583 -0.00272779 0.00227431 0.00594545 0.0138556 -0.00220554 0.00207087 -0.00303084 -0.0076422 -0.00142553 -0.00434542 -0.000767277 -0.00756541 -0.00927867 -0.000441753 -0.00857383 0.00638493 0.0170804 0.000763546 0.00440359 0.00115598 -0.000904874 0.00582948 -0.0114346 0.000325032 0.00226081 0.000274501 0.00299187 0.00704885 -0.00369435 -0.000425231 0.00996282 0.0057149 0.00420784 0.00681509 0.00273089 0.0108057 -0.00176246 0.000208552 -0.00469016 -0.00682694 -0.00520106 0.00843491 0.0151641 0.000263987 0.00203458 0.00573824 0.00210897 0.0101454 0.000239197 -0.000608767 0.000118745 -0.00175204 -0.00314338 0.00297106 -0.00959627 -0.00121397 0.00527053 0.00224561 0.00825553 0.000266493 -0.000718456 0.000548738 -0.00410712 0.00831231 0.0117798 -0.00260531 0.013745 -0.00658926 -0.00609226 -0.00602183 -0.00940306 0.0058621 0.00939953 0.0124241 -0.00119925 0.00387162 -0.000243277 0.00378505 0.00978889 -0.000285416
internal_weight=0 391.571 135.178 88.1418 47.0367 256.393 248.127 219.557 191.332 12472.8 40.9604 17.861 28.2253 25.1352 12408.1 2032.44 885.804 116.006 1146.64 805.591 684.95 120.641 341.047 318.526 81.8956 365.514 305.64 67.2138 769.798 476.603 58.1105 30.9565 293.195 129.13 58.0273 319.436 106.626 418.493 99.7153 318.778 212.81 164.065 236.631 188.656 47.9744 95.38 22.521 45.7967 23.8469 25.2609 140.272 48.792 21.5173 71.5331 10375.7 579.906 374.075 223.303 118.249 150.771 107.51 96.5271 205.832 62.9343 192.535 102.309 90.2253 105.054 9795.8 101.565 87.3129 72.0617 47.0373 55.3888 9694.23 726.449 231.013 133.66 97.3529 495.437 455.538 8967.78 649.567 503.98 145.587 70.2173 26.1448 32.9921 34.8364 114.152 8318.22 1849.77 6468.44 59.874 39.8981 27.154 55.2719 14.3136 44.5753 23.0994 63.0066 23.7926 64.6688 40.1005 32.9148 40.2754 23.9718 25.6443 28.5702 10.1214 12.2306
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is_linear=0
shrinkage=0.0227381


Tree=780
num_leaves=112
num_cat=0
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split_gain=5.36004 6.67096 6.39151 7.2163 6.85197 6.7888 8.73687 8.63864 7.51571 7.46394 9.75433 9.19486 7.45373 7.33531 7.21513 7.38088 6.46845 6.33486 10.9362 6.99889 9.62368 7.80058 6.69401 6.42764 9.45995 7.51679 5.99756 5.96289 6.53186 6.93658 5.80046 5.06583 5.00694 4.9164 4.89775 5.25113 4.87185 4.82078 4.64215 4.57884 10.5901 11.0413 10.0742 9.36265 8.68541 7.99196 8.40847 10.1425 7.77114 7.6206 8.21087 7.42632 7.10479 10.068 7.45026 9.83687 9.28711 11.3442 8.51368 6.8751 9.89405 9.2897 11.675 10.3434 8.07352 7.7862 12.296 7.84387 7.80049 7.64873 7.62595 7.00201 7.61222 6.66135 6.63361 7.49335 8.26075 8.11174 8.70606 8.19535 8.76788 7.1355 7.12722 10.2553 8.78708 8.1334 6.5928 6.58668 6.54255 6.52479 6.47388 8.28178 7.16392 6.45196 6.40514 7.19602 7.78599 7.14991 6.32631 6.25722 6.18556 6.16216 7.57183 6.08547 6.0285 10.1522 10.9034 9.66174 11.5939 8.92108 9.02665
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decision_type=8 8 8 8 8 2 8 2 8 2 2 2 10 10 8 8 8 2 10 2 2 2 8 2 2 2 2 10 2 10 2 2 10 8 10 10 10 8 10 2 10 10 2 8 2 2 2 2 10 8 2 8 10 2 10 8 10 10 10 8 10 2 10 2 2 10 10 2 10 10 8 2 8 10 10 2 10 10 10 2 2 8 2 10 10 2 10 2 10 8 10 2 2 2 8 2 10 8 10 2 10 2 10 10 8 8 2 2 10 10 8
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Tree=783
num_leaves=67
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split_gain=4.91191 6.02178 5.24329 5.06871 6.21081 4.8402 4.74396 4.36527 7.27987 5.35506 4.89284 4.67561 4.64463 5.30746 4.03825 3.91623 3.89676 3.55378 4.09631 3.64058 6.49008 9.78045 6.94299 7.73439 10.3966 7.57347 7.038 7.45595 6.49884 6.05174 9.34801 9.1054 7.50473 7.84088 7.3105 6.9369 6.82604 6.36588 6.05653 5.98932 5.25998 5.99475 4.8705 4.69087 4.28537 4.1463 3.41332 3.33673 3.31997 3.20051 3.10891 2.72246 2.61213 2.14334 1.99887 1.94116 1.47137 1.4663 1.38456 1.22446 1.19649 0.931729 0.928568 0.799839 0.752074 0.482934
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leaf_weight=9.919672959949823 27.579904727172107 4.3299601813778299 4.8317385022528452 7.4246648987755171 3.5570835261605742 7.1103737503290168 4.0886411743704247 7.647611995227634 11.958761841990052 7.412448504939678 8.6730031408369523 12.16163248522207 14.484461612068115 17.518550199456513 3.1814488559029988 6.0740703465417054 4.3598142433911553 9.2997520081698948 11.635676296427844 2782.4250488635153 967.32224622368813 4.9191779749235121 5940.0539219488855 188.54957454185933 189.68188443081453 93.544448763132095 217.80103874206543 1330.8302306849509 36.973150104284286 70.818034877069294 23.398899102117866 8.6304334579035622 21.433128650300205 102.68295800779015 14.126919503789397 28.308255120180547 60.118101707659662 4.8715775040909639 218.09721649158746 17.639126252848655 63.441997272893786 54.96177224162966 25.339583622291684 10.585888076573612 6.0430235750973216 4.9138961704447857 3.321296995971351 9.0586005169898254 9.7031297553330642 7.2865973608568302 3.3798621222376823 6.2361003551632228 5.7067448052112013 4.5254959035664797 9.8705848883837444 8.9067851621657592 50.778939354233444 16.702457592356954 12.408214151859282 10.148760214913635 14.645590445492411 5.7283023186028004 3.6795660746283856 4.3873595213517547 5.1536205885931832 9.3657080968841928
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internal_weight=0 56.8753 18.0746 12814.9 79.1063 26.397 52.7093 12735.8 184.372 71.2552 113.117 45.4185 104.444 89.9594 38.8007 45.2846 35.6193 12551.4 30.806 12520.6 9028.61 63.8548 8964.76 6411.83 6129.74 282.094 2552.93 1548.63 1004.3 3491.98 195.294 91.6066 3296.69 370.522 103.687 130.991 83.517 75.6896 239.53 38.8725 2926.17 2837.39 88.7816 28.225 20.1699 24.9823 19.2866 25.8368 72.4408 15.917 18.3289 26.9558 9.79539 8.85546 19.1703 33.2569 62.7377 24.3501 15.7295 15.0627 20.8817 10.6475 31.2595 9.2191 8.53348 18.4243
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is_linear=0
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Tree=784
num_leaves=112
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split_gain=3.32256 5.0274 5.1792 4.3538 5.4913 6.3133 3.41293 5.91546 7.86733 6.30152 5.76313 10.3385 9.59588 6.66095 8.63795 6.98721 6.59206 6.28509 7.92293 7.58945 7.08511 6.5273 5.84334 6.82554 5.77141 5.70377 5.58139 5.50082 8.19794 7.60437 8.37419 7.88689 7.72317 9.77222 7.49782 6.21861 8.84314 6.87718 6.26701 6.46631 5.71108 5.41111 5.41816 7.78404 6.62305 5.39003 6.48749 6.80537 8.65617 7.28788 7.13335 6.37039 8.98466 8.57624 7.30767 7.27372 7.84658 6.82414 6.41017 7.07837 8.21884 6.912 6.73975 9.45874 7.17966 6.48087 6.28108 6.21577 5.81135 5.49198 5.47307 5.43537 5.15983 5.07877 5.05988 4.97897 6.91255 6.22421 4.9343 4.76437 4.76171 4.74592 4.66721 4.65917 4.5786 4.29368 4.91714 5.71094 4.99719 4.26688 4.26457 4.09482 3.97296 3.92378 3.91159 4.2538 3.87998 3.85789 3.8328 3.83018 3.79528 3.74242 3.73347 3.55607 4.91273 3.38332 3.28935 3.2788 3.26728 3.2416 3.17741
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Tree=785
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is_linear=0
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Tree=786
num_leaves=112
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split_gain=4.91348 6.86412 6.57978 4.70232 5.96243 4.62631 4.27504 9.12111 11.071 9.70128 9.01952 8.40179 7.68394 7.13341 7.00936 8.09224 7.65596 8.291 7.68056 8.00671 6.76691 6.7379 6.29838 6.04435 5.74465 5.74278 6.51296 7.5288 5.70576 5.5754 9.24379 6.9064 5.57043 6.76276 5.52067 9.24409 7.96067 8.20788 8.19416 7.74351 7.5387 9.67994 9.67487 9.34011 8.93015 9.34276 10.5147 8.62813 9.64956 7.43157 7.26511 10.2815 7.78954 6.81731 6.7315 6.6867 6.62106 6.47171 9.28453 7.37543 8.46745 6.46207 6.41553 6.3279 8.45639 8.32261 6.23421 6.01596 5.89167 5.82339 5.67334 5.58749 10.5732 7.90386 6.45099 5.51814 5.51763 5.51316 7.80394 8.46715 7.17452 5.96393 7.49815 6.76318 5.50908 5.50603 5.2667 5.15145 5.10506 5.0891 5.19418 4.91255 5.51632 4.8972 4.88905 7.02089 6.28411 4.83926 4.74943 6.9873 5.73145 4.94311 4.61409 4.58778 4.69538 4.55309 4.54203 4.48385 4.44404 4.36028 4.32792
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decision_type=10 10 2 10 2 10 8 10 8 10 2 10 2 10 2 2 2 2 2 2 8 2 10 2 2 10 2 2 2 2 10 10 10 2 10 10 10 2 2 8 2 8 8 10 8 10 2 2 8 2 8 2 2 2 10 10 2 10 2 2 2 2 10 2 10 2 10 2 2 2 2 2 2 2 2 2 10 8 2 10 8 8 8 10 10 8 8 10 8 8 10 10 8 2 10 2 10 2 10 2 2 8 10 2 8 10 2 2 10 10 8
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leaf_count=508 911 605 454 210 209 109 225 240 416 135 339 504 92 247 541 81 405 102 323 513 51 253 236 314 307 142 228 1720 129 114 231 454 528 147 666 3103 1392 347 331 166 660 212 5171 5716 5325 5497 15181 1811 4318 625 268 498 177 1324 181 836 224 3883 310 186 2159 651 694 9422 791 4581 1184 62026 296 56 565 1384 170 1721 806 217 332 1001 1980 441 397 10889 433 12939 242 254 348 370 159 2323 302 105 335 143 277 482 980 167 154 740 403 103 840 391 4935 466 326 175 104 87 292
internal_value=0 -0.00352197 -0.000116215 -0.00345639 0.00271484 -0.0087996 8.83974e-05 -0.000530611 -0.00231282 0.00348689 0.000136119 -0.0016445 0.00986488 0.00496793 -0.00321099 -0.00418722 0.000710507 -0.00674361 0.00330578 0.00832492 0.0148467 0.00684906 -0.00179178 0.00658662 0.0187781 -0.00534961 -0.00905531 -0.0100822 0.00429211 0.000369737 -0.00326629 -0.00461691 -0.000196693 -1.70121e-05 0.000460202 -9.18772e-05 -0.00344107 0.00144073 -0.0037153 0.00106684 0.00142711 -0.000349898 0.00105851 0.00202233 0.00203707 0.00341637 0.00433834 -0.00416326 -0.00535416 0.00764418 -0.00165628 0.000858483 0.00644747 -0.00638018 -0.00474951 -0.000677671 -0.00624065 0.000227026 0.00305349 0.0017124 0.000357245 -0.00255582 -6.24081e-05 0.000779087 -0.000386205 0.00276508 -0.000237961 -0.000124506 0.0116863 0.00500549 0.00995625 -0.00557193 -0.00765924 -0.0014758 -0.000443177 -0.00680645 0.000869905 0.00014701 0.00317359 0.00491961 -0.00472814 -0.00021443 -0.00506427 5.81022e-05 -0.00585902 0.0128465 -0.00266963 0.00795738 0.0093162 -0.00641574 -0.00771981 -0.00609928 0.000749346 9.78779e-05 0.00167022 0.00664277 -0.00231223 -0.00912692 0.000558123 -0.0014193 0.00309652 0.0081889 -0.00815589 -0.00389322 -0.00453492 -0.00523205 -0.0081498 -0.00072358 0.0038016 0.00833109 -0.0123664
internal_weight=0 189.335 120.417 86.0948 34.1567 68.9182 12673.4 3957.79 1071.74 140.394 2886.05 81.3359 59.0577 178.263 931.346 745.242 186.104 44.5116 141.592 68.6023 39.0424 29.6832 72.9901 158.524 30.903 597.731 155.981 149.77 138.277 8715.62 204.252 192.845 2707.78 2636.16 8511.37 4459.89 380.423 116.441 65.4716 4051.49 3581.72 916.187 673.611 601.886 2665.53 1264.41 1031.59 242.577 227.648 50.9689 469.772 262.54 96.6662 71.7243 207.232 232.824 183.004 4079.46 371.312 335.474 295.818 165.873 3708.15 1401.12 887.37 513.746 3591.92 3549.75 52.7305 116.229 39.6557 263.983 184.607 84.6737 79.3756 51.6526 106.588 2591.71 269.352 223.264 46.0881 2322.36 115.517 2206.84 51.7819 35.8381 32.5131 83.7158 14.9288 163.352 147.371 71.6231 31.2354 31.7423 112.375 47.4213 64.9538 132.046 147.511 122.71 71.068 24.8002 150.936 441.75 411.007 49.0673 42.1686 43.9357 30.7437 14.4416 99.9335
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is_linear=0
shrinkage=0.0227381


Tree=787
num_leaves=112
num_cat=0
split_feature=155 226 155 68 202 191 177 228 162 225 212 153 134 211 123 203 220 215 93 214 123 57 219 135 17 123 144 192 50 202 206 155 144 142 44 232 187 211 89 7 224 18 227 136 211 16 130 220 218 144 187 162 207 6 212 177 182 19 214 179 207 43 207 191 202 207 219 224 17 221 31 136 70 133 195 210 226 151 182 211 217 155 187 50 133 7 188 179 221 215 195 149 228 130 206 145 133 149 93 225 216 184 221 162 122 149 197 227 144 170 93
split_gain=4.30437 9.8388 13.1272 9.60493 7.58294 7.93656 7.57149 8.60159 7.70973 8.66185 7.32044 7.21399 8.41811 8.41757 7.65463 8.58629 8.90097 7.83058 9.34661 7.09025 6.9162 6.90042 8.9141 8.27621 7.15369 7.33204 6.78113 6.74973 7.94644 6.64175 8.44907 9.41708 6.93988 8.1704 8.31159 7.68966 9.28496 7.13211 7.10042 6.97473 6.85957 6.60745 6.58945 6.92246 7.86235 7.21799 8.11478 7.42164 6.56876 11.1745 9.52687 7.6013 7.48685 8.66571 10.134 7.86557 6.77846 7.55611 8.17593 6.73488 6.70133 6.60014 7.14814 6.83763 6.55425 7.55471 6.5091 6.49893 6.48177 6.48169 6.46925 6.41977 7.54783 6.36551 6.67509 6.33877 7.63454 8.57235 6.33573 6.50415 6.3001 6.28567 6.26588 6.95093 10.8089 6.65808 8.57361 8.92836 7.88489 8.94003 7.40367 6.19082 8.15012 7.17931 6.5419 6.7397 6.10534 5.98812 5.95083 6.80669 5.94434 5.93316 5.91195 5.90303 5.88908 5.8444 5.83008 5.74309 5.73166 5.71899 6.95047
threshold=67346.678571428594 -0.0095326919108629209 83824.528500000015 0.0097500000000000017 -0.070944353938102708 48.500000000000007 0.23205128205128209 0.0069869298022240409 0.96785687796446962 0.0057811951264739045 -0.0023677499266341324 1845022.5000000002 0.12810569067181801 0.013249126728624107 0.9999991933837572 0.024093325249850753 0.021534626372158531 0.01005226466804743 -893.49999999999989 -0.019100025296211239 0.9999990911126807 0.097750000000000017 0.0018407745519652965 0.18686109972804138 -5027.4999999999991 0.83471946295526833 -227.49999999999997 0.48683298683298687 0.15435000000000001 -0.075421120971441255 -0.067036256194114671 51128.250000000007 -40.499999999999993 -405.63333333333327 0.98235000000000017 -0.0090620135888457281 10.751288659793817 0.019143912941217426 1.0000000180025095e-35 35619.750000000007 0.026779745705425743 -1692.4999999999998 0.030711977742612365 3.0177315030909462 0.010362637694925072 -443.49999999999994 0.55622047556236198 -0.020722124725580212 -0.01720363367348909 -352.49999999999994 16.572751322751326 0.86976583466446866 0.048881249502301223 497634.75000000006 0.0068824337795376786 0.70710784313725505 -824.22499999999991 18.500000000000004 -0.0028218409279361363 1.002832102924748 0.058011993765831001 0.065050000000000011 -0.014874352607876061 48.500000000000007 -0.065083209425210939 -0.059435401111841195 -0.04477181285619735 -0.0090370881371200067 -3341.4999999999995 0.030968348495662216 16.500000000000004 2.7110486115721626 0.11060000000000002 0.26544377420980853 22.477766798418976 -0.0014980045962147413 0.0063752529677003631 -282.49999999999994 -351.93333333333328 -0.037237519398331635 0.0088791060261428374 461152.50000000006 -4.708994708994708 0.26525000000000004 0.16591947510130564 35493.750000000007 0.87238420453550491 0.95439820911407791 -0.014505172148346899 0.03039913717657328 17.944949494949498 -468.96428571428567 1.0000000180025095e-35 0.53439389031369788 0.039141386747360236 117.20423767417084 0.053700917418801584 -13.96153846153846 -107.49999999999999 0.0053278401028364905 -0.014494511764496563 412974.29250000004 -0.022035226225852963 0.99566937076498296 0.1079979335507895 -50.224999999999994 0.98545748777164188 0.0028339633718132977 -608.49999999999989 18.035714285714288 -1776.4999999999998
decision_type=10 2 10 8 2 8 8 2 10 2 2 10 8 2 10 2 2 2 10 2 10 10 2 10 2 10 10 10 10 2 2 10 10 10 8 2 10 2 10 10 2 2 2 8 2 2 10 2 2 8 10 10 2 2 2 10 8 8 2 10 2 8 2 10 2 2 2 2 2 2 2 10 10 10 8 2 2 8 8 2 2 10 10 8 8 10 10 8 2 2 10 10 2 10 2 10 8 8 10 2 2 10 2 10 10 10 10 2 10 8 10
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Tree=790
num_leaves=112
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internal_weight=0 191.977 86.4161 64.8467 12622.7 47.1153 17.9277 105.561 12575.5 87.2485 12567.3 4116.04 1765.7 1585.78 1283.31 179.91 89.3417 777.351 505.958 26.7391 2350.35 366.671 1983.68 951.149 499.699 451.451 1032.53 137.909 894.617 353.151 302.476 337.475 276.081 62.6026 13.5199 8451.25 1517.26 646.508 870.755 661.831 127.523 534.308 6933.99 208.924 157.698 3554.9 3438.65 2563.13 875.517 3379.09 203.975 3175.11 281.958 2893.15 77.4284 494.976 380.113 114.863 116.254 37.3403 151.532 28.2085 123.323 51.2257 126.547 90.5687 78.9138 84.8236 26.3948 75.7757 40.1593 11.8375 24.6874 18.3126 67.1595 29.1876 21.5693 57.167 24.1831 5.00453 26.2711 47.5096
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is_linear=0
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Tree=794
num_leaves=112
num_cat=0
split_feature=217 121 184 136 180 195 145 133 185 41 211 126 150 184 192 195 192 207 126 204 206 176 218 229 6 213 122 228 18 29 180 182 218 134 214 56 125 17 209 208 221 17 220 215 204 161 221 65 58 218 229 229 133 126 196 202 124 185 165 17 134 181 127 205 45 225 141 19 213 187 226 181 189 207 7 44 208 204 19 218 213 213 171 202 182 79 182 185 174 181 143 228 128 228 180 181 186 213 41 211 9 224 134 59 211 177 205 143 198 72 44
split_gain=6.10279 7.05768 10.9237 9.75048 10.2793 9.43171 9.94058 8.95062 8.40336 8.00046 7.8539 7.69424 7.43217 8.27649 8.29304 7.39624 7.27296 8.02848 9.16185 8.16555 7.19682 6.96049 6.86669 6.61295 8.63617 7.47813 6.55344 6.47224 6.31985 7.72676 8.91631 7.40814 7.33522 6.89154 8.0107 10.0295 6.95077 6.74928 6.65973 6.28673 6.28093 6.24948 6.95178 6.60496 6.22478 6.22279 6.22179 6.19757 7.34257 7.97445 6.13288 7.46729 6.67789 6.02153 5.88443 11.6647 7.97706 8.00067 6.84069 8.23085 6.78553 8.25636 9.04963 7.77324 6.75045 6.43156 6.23356 7.79645 8.938 13.9748 8.46592 7.62028 6.79057 6.54592 10.0026 6.04956 6.97351 5.96457 6.67695 5.87811 5.8542 5.7914 8.00424 8.29932 7.55822 11.8523 7.5363 7.46784 6.96907 6.55666 6.45319 6.42876 6.24193 6.09405 5.99014 7.16505 6.52101 5.9508 5.7527 8.8416 9.70517 10.3606 10.2909 9.46326 10.9032 11.2285 7.60184 7.43071 7.43069 7.35077 8.53277
threshold=0.012191683985292913 0.27037879774008966 153774.82500000004 3.8576828998025179 18962.351250000003 10.004385964912283 645.37367513253696 0.049480098983324776 1305.8180082752617 0.41272265809433367 0.014125423505902292 0.15750214966584494 -2154.4999999999995 178896.75000000003 0.11167800453514741 23.826836581709149 0.46523140686161646 0.031091999262571338 0.058427861036049758 -0.044867407530546181 -0.014106653630733488 3.5000000000000004 0.016872575506567958 -0.0039979491848498574 1256474.2500000002 -0.035588501021265977 0.051059547074548448 -0.0059994743205606929 -648.49999999999989 2.5000000000000004 11954.655000000002 -1284.9444444444441 -0.019010633230209347 0.20879777653559714 0.0077636342030018577 0.12235000000000001 2.0027378507871325 -5543.4999999999991 -0.0051095513626933089 0.020129458047449592 -0.0096116866916418058 -3259.4999999999995 -0.017750233411788937 -0.014593053143471478 0.038603806868195541 0.26029091974728225 0.010037510190159084 0.055950000000000007 0.97985000000000011 -0.015508643817156552 -0.0052154213190078727 0.013706649653613569 0.25699139548342126 0.10115845675012945 0.73048297232982307 0.14886636286973956 60.321697467488029 -9547.7625852272704 0.58578431372549034 -1735.4999999999998 0.026343585618699993 70263.22500000002 16306.241432467375 0.062706436961889281 0.71100000000000019 -0.00069056660868227471 0.58467090405345634 14.500000000000002 0.0011878571822308006 12.270649153826726 0.012189123779535295 192193.87500000003 0.22199820788530469 -0.020935602486133572 20409.750000000004 0.97735000000000005 -0.04216251149773597 0.037930054590106017 10.500000000000002 0.0046577476896345624 0.0030551113886758689 0.036423940211534507 61.500000000000007 -0.048358712345361703 -1852.9230769230767 0.04055000000000001 -1740.7083333333333 1.0000000180025095e-35 6.5000000000000009 22427.437500000004 -87.499999999999986 0.016079722903668884 101310.00000000001 -0.0021661249920725818 13645.018125000002 86710.178571428594 27665.437500000004 0.026397088542580608 0.37825236717528976 0.00841681892052293 5.5000000000000009 0.0062982323579490193 0.13865538947477443 0.78765000000000007 0.028131239116191867 0.90238095238095251 0.021737650968134407 -1257.4999999999998 0.12749811114608986 0.98385000000000011 0.97245000000000015
decision_type=2 10 8 10 8 8 8 10 8 10 2 2 10 8 10 8 10 2 2 2 2 10 2 2 2 2 10 2 2 2 8 10 2 10 2 8 2 2 2 2 2 2 2 2 2 10 2 8 8 2 2 2 8 2 8 2 2 10 8 2 10 8 2 2 8 2 2 8 2 8 2 10 8 2 10 10 2 2 8 2 2 2 8 2 8 10 8 10 10 10 10 2 10 2 10 8 10 2 10 2 2 2 10 10 2 10 2 8 8 10 10
left_child=23 2 8 4 -3 9 7 20 28 50 -6 15 13 -8 46 22 17 18 19 -10 -7 26 -9 24 25 47 -20 -21 29 33 32 38 -31 -2 36 -36 -35 -34 -30 -33 -18 43 45 -26 -5 53 -15 -1 49 -49 -4 52 -52 -43 55 56 57 -25 59 -57 63 -62 -63 64 -59 -61 81 71 69 70 -69 73 -70 -68 -75 76 -71 78 -60 -74 -16 84 83 94 85 89 -86 92 -84 -56 93 -87 -85 -88 95 -83 -96 -91 109 100 107 102 -102 104 -101 -106 -103 -100 -105 110 -27
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internal_value=0 -0.000666942 -0.00106264 0.00192593 0.00420446 0.000568068 0.00134641 0.00378976 -0.00218635 -0.0043458 -0.00386441 0.00514996 -0.000566143 0.00170234 0.00303988 0.00676985 0.00172828 0.00468343 0.00708217 0.0125718 -0.00305815 0.000477431 0.00974274 0.000442093 -0.00032232 -0.000597269 0.0060799 0.0161341 -0.00278934 -0.00343664 0.000256344 0.000388251 0.00214953 -0.00425672 0.000230791 0.00775298 -0.00304525 0.00439162 0.0075946 -0.00149107 -0.00321324 0.00416735 -0.000687698 0.00731187 -0.00267473 0.00678649 0.00120326 -0.00438806 -0.0022781 0.00846132 -0.000551899 0.00338087 0.00720985 0.0125877 0.000921457 0.00225863 0.00318381 0.00352028 -0.00264692 0.000865767 0.00385354 0.0014995 0.00294273 0.00529627 0.00601326 0.00966429 0.000523225 0.00351418 0.00166405 0.00544243 -0.000661911 0.0102914 -0.0027087 0.0141007 0.0198933 0.0133141 0.0176401 -0.00730104 -0.00950329 0.00520904 0.0109115 0.000279249 0.00341303 0.00613847 4.62992e-05 0.00366797 -0.000235008 0.0101124 -0.00181328 0.00606824 -9.29935e-05 -0.00516117 0.0142797 3.29099e-05 0.000367537 0.00568378 -0.00580111 0.00739323 -0.000296382 0.000833589 0.00231131 0.00347772 0.00124307 -0.0014543 -0.00254405 0.00219387 0.00709332 -0.00284813 0.00672338 -0.00112739 -0.000491078
internal_weight=0 3530.75 3067.67 463.08 310.195 1253.24 1087.26 473.681 1814.43 165.975 59.6643 396.965 613.583 334.511 295.792 311.478 240.039 150.492 123.472 63.1851 76.7162 60.2865 176.565 9315.01 3591.18 3390.97 37.2958 50.6756 1574.39 1307.37 238.639 267.022 204.475 1068.73 151.23 42.3165 108.913 160.238 49.8237 217.198 89.5477 200.209 81.3396 118.869 152.885 30.7295 247.872 240.769 190.501 20.5282 109.57 70.326 54.6537 20.16 5723.83 1304.26 1099.85 1071.12 204.411 120.478 1044.5 403.563 338.228 640.935 592.13 30.3831 4419.57 324.627 263.425 140.189 83.3934 61.2019 123.236 47.3047 27.6331 56.7954 38.519 83.9324 73.6167 33.1495 47.92 4094.95 275.213 179.899 3819.73 267.848 3551.88 102.705 95.3142 212.71 3496.26 55.1375 65.7078 3447.38 77.1943 41.8253 35.369 191.343 3150.2 1334.96 811.034 663.776 417.372 523.922 467.542 159.975 246.404 147.258 56.3799 1815.24 1529.4
internal_count=201201 56889 49400 7489 3920 21560 18523 7424 27840 3037 993 6068 11099 5795 5140 4504 2695 1745 1360 664 1356 696 2558 144312 54699 50253 392 496 25145 21510 2992 3635 2462 18518 4633 1331 3302 1935 887 2748 950 4446 1778 2668 3569 642 4517 3165 2435 279 1423 938 711 455 89613 22102 19505 18788 2597 1672 18117 8087 6774 10030 9161 344 67511 5298 4154 2136 1178 1144 2018 841 551 958 600 925 815 436 623 62213 4520 3017 57693 4581 53112 1408 1503 3513 52058 1068 967 51607 1609 811 798 3229 47088 27757 16226 13217 8530 11531 10112 3592 4687 3009 1419 19331 15642
is_linear=0
shrinkage=0.0227381


end of trees

feature_importances:
CREDIT_TERM=1515
POS_CNT_INSTALMENT_MEAN=1317
PREV_ANNUITY_MEAN=1149
GOODS_CREDIT_RATIO=1130
PREV_APP_CREDIT_RATIO_MEAN=1060
EXT_SOURCE_STD=1030
INST_DAYS_ENTRY_DIFF_MEAN=999
EXT_SOURCE_3=971
BUREAU_DEBT_CREDIT_RATIO_MAX=956
INST_LATE_PAYMENT_RATE=955
DAYS_ID_PUBLISH=942
BUREAU_DAYS_CREDIT_MAX=933
PREV_DAYS_DECISION_MEAN=929
AMT_ANNUITY=926
PREV_DAYS_DECISION_MIN=909
POS_MONTHS_COUNT=894
EXT_SOURCE_1=887
INST_COUNT=871
EXT_SOURCE_2=836
EXT2_EXT3_INTERACTION=834
BUREAU_DAYS_CREDIT_STD=820
EXT_SOURCE_MEAN=813
ANNUITY_INCOME_RATIO=801
NLP_EMB_22=794
NLP_EMB_17=793
DAYS_LAST_PHONE_CHANGE=791
NLP_EMB_9=789
BUREAU_AMT_CREDIT_SUM_MEAN=786
NLP_EMB_7=785
NLP_EMB_28=775
NLP_EMB_24=772
PREV_GOODS_PRICE_MEAN=762
NLP_EMB_16=762
NLP_EMB_4=761
NLP_EMB_5=754
NLP_EMB_20=744
NLP_EMB_23=742
BUREAU_DAYS_CREDIT_ENDDATE_MAX=739
NLP_EMB_19=739
BUREAU_DAYS_CREDIT_MEAN=738
BUREAU_DAYS_CREDIT_ENDDATE_MEAN=738
BUREAU_DEBT_CREDIT_RATIO_MEAN=738
NLP_EMB_10=737
NLP_EMB_21=736
NLP_EMB_26=733
BUREAU_DAYS_CREDIT_ENDDATE_MIN=726
NLP_EMB_27=726
DAYS_REGISTRATION=723
NLP_EMB_18=721
NLP_EMB_12=719
NLP_EMB_6=716
DAYS_REGISTRATION_RATIO=712
NLP_EMB_13=711
NLP_EMB_11=708
PREV_CREDIT_MEAN=705
NLP_EMB_2=705
REGION_POPULATION_RELATIVE=701
NLP_EMB_3=697
EMPLOYED_RATIO=694
INST_PAYMENT_DIFF_MEAN=692
NLP_EMB_8=691
NLP_EMB_15=690
NLP_EMB_29=685
EXT1_EXT2_INTERACTION=683
NLP_EMB_0=680
NLP_EMB_14=678
NLP_EMB_30=671
OWN_CAR_AGE=658
BUREAU_AMT_CREDIT_SUM_SUM=658
NLP_EMB_25=658
CREDIT_TO_AGE=654
BUREAU_AMT_CREDIT_SUM_MAX=649
NLP_EMB_31=646
EXT_SOURCE_MIN=636
DAYS_BIRTH=632
NLP_EMB_1=624
INST_SHORT_PAYMENT_RATE=621
AGE_YEARS=601
EXT_CREDIT_RATIO=601
EXT_SOURCE_PROD=578
CREDIT_INCOME_RATIO=557
PREV_REFUSED_RATE=553
BUREAU_DAYS_CREDIT_MIN=543
CC_UTIL_RATE_MAX=538
BUREAU_AMT_CREDIT_SUM_DEBT_MEAN=524
INST_PAYMENT_DIFF_MAX=511
INCOME_PER_PERSON=510
PREV_APPROVED_RATE=503
AMT_GOODS_PRICE=477
BUREAU_AMT_CREDIT_SUM_DEBT_MAX=476
BUREAU_MONTHS_COUNT_MEAN=454
ORGANIZATION_TYPE=440
BUREAU_AMT_CREDIT_SUM_DEBT_SUM=437
EMPLOYMENT_YEARS=436
BUREAU_CREDIT_ACTIVE_BINARY_MEAN=430
AMT_CREDIT=423
CC_DRAWING_RATE_MEAN=417
PREV_COUNT=415
CC_UTIL_RATE_MEAN=406
DAYS_EMPLOYED=404
AMT_INCOME_TOTAL=384
CC_AMT_BALANCE_MEAN=382
CC_COUNT=362
OCCUPATION_TYPE=359
HOUR_APPR_PROCESS_START=356
BUREAU_MONTHS_COUNT_SUM=311
BUREAU_COUNT=303
TOTALAREA_MODE=292
NAME_EDUCATION_TYPE=276
BUREAU_STATUS_MEAN_MEAN=268
WEEKDAY_APPR_PROCESS_START=265
POS_SK_DPD_MEAN=262
NAME_FAMILY_STATUS=255
CODE_GENDER=254
LANDAREA_AVG=246
POS_DPD_RATE=239
BASEMENTAREA_MODE=236
YEARS_BEGINEXPLUATATION_MODE=236
LIVINGAREA_MODE=235
LANDAREA_MODE=232
APARTMENTS_AVG=231
BASEMENTAREA_AVG=207
APARTMENTS_MODE=200
LANDAREA_MEDI=200
YEARS_BEGINEXPLUATATION_MEDI=192
LIVINGAREA_MEDI=191
NONLIVINGAREA_AVG=189
AMT_REQ_CREDIT_BUREAU_YEAR=189
LIVINGAREA_AVG=188
BUREAU_ACTIVE_COUNT=185
BASEMENTAREA_MEDI=184
BUREAU_STATUS_WORST_MEAN=182
YEARS_BEGINEXPLUATATION_AVG=180
NONLIVINGAREA_MODE=179
OBS_30_CNT_SOCIAL_CIRCLE=174
OBS_60_CNT_SOCIAL_CIRCLE=169
POS_SK_DPD_MAX=169
COMMONAREA_MODE=167
COMMONAREA_AVG=165
NAME_INCOME_TYPE=160
YEARS_BUILD_MODE=158
APARTMENTS_MEDI=155
REGION_RATING_CLIENT_W_CITY=153
NONLIVINGAREA_MEDI=153
BUREAU_CREDIT_ACTIVE_BINARY_SUM=152
DEF_30_CNT_SOCIAL_CIRCLE=142
LIVINGAPARTMENTS_MODE=139
ENTRANCES_AVG=137
TOTAL_ENQUIRIES=136
COMMONAREA_MEDI=135
FLAG_WORK_PHONE=129
DOCUMENT_COUNT=128
LIVINGAPARTMENTS_MEDI=127
AMT_REQ_CREDIT_BUREAU_QRT=127
FLAG_DOCUMENT_3=125
LIVINGAPARTMENTS_AVG=117
NAME_HOUSING_TYPE=102
YEARS_BUILD_AVG=93
YEARS_BUILD_MEDI=92
ENTRANCES_MODE=88
CC_DPD_MEAN=86
REG_CITY_NOT_LIVE_CITY=80
FLOORSMAX_AVG=79
CNT_FAM_MEMBERS=77
NAME_TYPE_SUITE=74
FLOORSMIN_AVG=74
ENTRANCES_MEDI=74
DEF_60_CNT_SOCIAL_CIRCLE=71
NONLIVINGAPARTMENTS_AVG=69
FLAG_PHONE=58
WALLSMATERIAL_MODE=57
AMT_REQ_CREDIT_BUREAU_MON=55
ELEVATORS_AVG=50
FLOORSMIN_MODE=50
REGION_RATING_CLIENT=46
NONLIVINGAPARTMENTS_MEDI=46
FLOORSMIN_MEDI=41
FLOORSMAX_MEDI=40
BUREAU_AMT_CREDIT_SUM_OVERDUE_MAX=40
NONLIVINGAPARTMENTS_MODE=39
CHILDREN_RATIO=35
FLOORSMAX_MODE=34
BUREAU_AMT_CREDIT_SUM_OVERDUE_MEAN=34
ELEVATORS_MEDI=32
ELEVATORS_MODE=30
BUREAU_STATUS_WORST_MAX=27
CNT_CHILDREN=26
LIVE_CITY_NOT_WORK_CITY=25
REG_CITY_NOT_WORK_CITY=22
FONDKAPREMONT_MODE=22
BUREAU_CNT_CREDIT_PROLONG_MEAN=20
FLAG_OWN_CAR=19
BUREAU_AMT_CREDIT_SUM_OVERDUE_SUM=15
NAME_CONTRACT_TYPE=13
FLAG_DOCUMENT_8=13
RECENT_ENQUIRY_RATIO=13
HAS_CAR_REALTY=12
FLAG_DOCUMENT_18=11
BUREAU_CREDIT_UTIL_RATE_MEAN=8
FLAG_OWN_REALTY=7
AMT_REQ_CREDIT_BUREAU_DAY=7
AMT_REQ_CREDIT_BUREAU_WEEK=6
BUREAU_CREDIT_UTIL_RATE_MAX=6
REG_REGION_NOT_LIVE_REGION=5
REG_REGION_NOT_WORK_REGION=5
BUREAU_CREDIT_DAY_OVERDUE_MEAN=5
BUREAU_CNT_CREDIT_PROLONG_SUM=5
HOUSETYPE_MODE=4
EMERGENCYSTATE_MODE=4
FLAG_EMP_PHONE=3
FLAG_EMAIL=3
LIVE_REGION_NOT_WORK_REGION=3
FLAG_DOCUMENT_11=3
BUREAU_CREDIT_DAY_OVERDUE_MAX=3
FLAG_DOCUMENT_6=2
BUREAU_CREDIT_DAY_OVERDUE_SUM=2
FLAG_DOCUMENT_5=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: auc]
[tree_learner: serial]
[device_type: gpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 2000]
[learning_rate: 0.0227381]
[num_leaves: 112]
[num_threads: -1]
[seed: 42]
[deterministic: 0]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 9]
[min_data_in_leaf: 82]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.817078]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 400]
[feature_fraction: 0.712374]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.000235914]
[lambda_l2: 8.59874]
[linear_lambda: 0]
[min_gain_to_split: 0.0993578]
[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:[]