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4392 4390 4382 4380 4370 4424 4396 4350 4409 4417 4415 4386 4388 4382 4402 4418 4400 4387 4460 4417 4405 4428 4424 4398 4386 4401 4398 4423 4386 4374 4376 4422 4429 4417 4391 4423 4403 4429 4405 4398 4418 4442 4414 4436 4442 4443 4417 4435 4435 4464 4425 4401 4426 4432 4425 4432 4458 4444 4436 4418 4450 4445 4461 4437 4424 4443 4431 4469 4467 4438 4449 4434 4472 4450 4472 4437 4476 4429 4460 4459 4461 4448 4461 4490 4462 4490 4462 4474 4434 4470 4470 4443 4478 4463 4487 4466 4465 4489 4472 4471 4446 4478 4484 4482 4473 4423 4465 4463 4498 4470 4476 4475 4475 4472 4437 4493 4489 4490 4501 4463 4491 4522 4485 4448 4462 4466 4515 4492 4491 4509 4455 Tree=0 num_leaves=47 num_cat=0 split_feature=98 60 98 98 60 28 98 98 98 1 28 1 102 70 235 98 60 208 58 129 271 102 200 102 102 214 28 105 260 186 200 98 227 122 102 134 98 66 145 66 1 24 58 66 28 174 split_gain=6375.81 5112.63 1540.51 910.862 1084.37 575.877 412.735 290.49 237.965 193.96 183.092 171.475 164.15 155.709 149.786 142.925 163.662 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0.8093804419040681 1.0000000180025095e-35 0.036983635276556022 1.0000000180025095e-35 4.0517470836639413 43.500000000000007 3.7507059574127202 1.0000000180025095e-35 0.88473191857337963 -0.11402241513133048 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 15 8 11 39 26 -5 17 22 31 19 18 -11 -1 44 -4 30 -9 -12 25 38 37 28 -15 33 -28 29 -13 -8 -2 -22 -7 36 -27 -20 -6 -10 40 -3 -24 -43 -18 -17 -46 right_child=1 6 9 4 23 7 13 12 10 14 20 24 -14 21 -16 16 43 -19 34 -21 32 -23 41 -25 -26 35 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 45 -47 leaf_value=0.0028478770352061734 0.016473333287773936 0.0081244753333561785 0.08467347583939544 0.013111522820249341 0.0092944899226457441 0.033094787067506876 0.017200001288753569 0.098395442219909479 0.022613893029468306 0.11724117933083157 0.051653860447587914 0.060080143499120303 0.049466100141158299 0.02297995122807138 0.081789974068531404 0.007139435799675904 0.0048981538948050284 0.052786926955960559 0.023583631623875011 0.064689399186485363 0.041642161256811597 0.019583486517610035 0.011333778966205089 0.0050440375444916023 0.023061254668193431 0.03325684647737024 0.065545634297114089 0.0381071849095194 0.033467056668921247 0.034801416483385632 0.0095861477820405935 0.032876880432777256 0.018857489700525837 0.051426887231848663 0.013213932709542955 0.057118484932012832 0.04263757570899359 0.0059710424576721556 0.038651907043007049 0.0075599472631295061 0.014345334309481674 0.018890176047774068 0.036974704466168844 0.0028937493283487177 0.03799669707339743 0.011395424176730277 leaf_weight=116900 1470 3998 338 5784 24612 1202 9180 320 914 330 486 562 420 744 492 11622 58078 396 780 306 444 1754 1416 29988 562 592 582 474 1056 372 3106 758 548 522 536 312 504 16180 656 8674 6666 2682 314 30812 114 4612 leaf_count=26092 251 725 57 1024 4504 205 1630 54 155 55 81 95 70 128 84 2125 11403 68 142 51 76 301 244 5674 95 100 97 79 178 62 567 127 96 89 96 52 88 3112 114 1591 1169 461 53 6280 19 824 internal_value=0.00725845 0.0209742 0.046092 0.00515247 0.00869994 0.0394613 0.0140458 0.0510303 0.0192046 0.0827168 0.0239263 0.0301924 0.0690256 0.0184952 0.0961474 0.0038106 0.00487997 0.0675656 0.0166403 0.0820488 0.0365375 0.0261794 0.0208048 0.00673413 0.0372754 0.0331834 0.0442371 0.0532772 0.0412761 0.0500599 0.0152761 0.0220663 0.0290871 0.0386721 0.0258356 0.0415463 0.0310901 0.00797644 0.0293355 0.0100167 0.0120141 0.0177633 0.0207973 0.00420341 0.00855822 0.012045 internal_weight=353170 47008 10162 306162 84024 8606 36846 3826 13244 1556 7460 4780 1046 17508 822 222138 105238 734 14106 626 1478 3402 5982 70780 2552 1648 2780 1056 1990 934 12286 2228 992 1724 1820 904 1284 40792 1570 19338 10664 4412 2996 88890 16348 4726 internal_count=70643 8306 1717 62337 15594 1453 6589 645 2304 264 1280 808 175 3104 139 46743 20651 125 2523 105 253 581 1027 13290 430 280 470 176 335 157 2197 378 172 294 326 152 230 7616 269 3485 1894 758 514 17683 2968 843 is_linear=0 shrinkage=0.04 Tree=1 num_leaves=47 num_cat=0 split_feature=98 60 98 98 60 28 98 28 98 0 28 98 281 102 319 72 199 0 3 0 0 100 57 98 60 25 102 104 276 102 255 174 28 254 253 24 98 201 56 250 196 200 28 39 28 128 split_gain=6179.53 4978.03 1369.3 844.025 1088.53 565.917 377.19 312.907 266.373 253.657 219.329 163.885 150.075 140.18 135.001 128.791 112.825 105.968 103.105 99.8838 99.769 98.8336 97.4324 92.7999 98.5968 79.812 79.4076 78.3182 72.9437 71.4042 63.2579 62.7587 62.5716 62.1078 61.1101 59.5679 53.2868 49.7123 49.3469 48.0102 45.4964 45.2507 43.9186 40.8702 40.5389 40.2926 threshold=0.27416583895683294 1.0000000180025095e-35 0.39004372060298925 0.12730647623538974 1.0000000180025095e-35 0.71470099687576305 0.39004372060298925 0.86141595244407665 0.1733457297086716 155.50000000000003 0.93114224076271068 0.67324683070182811 -0.00063424350810237218 0.084135964512825026 -0.001226383668836206 0.37164160609245306 0.15259941667318347 297.50000000000006 1.5000000000000002 147.50000000000003 189.50000000000003 -0.10624541342258452 7.0938198566436776 0.074873443692922606 1.0000000180025095e-35 2.5000000000000004 0.10395784676074983 0.043360706418752677 0.00091224402422085415 -0.061915703117847436 0.0013743090094067158 -0.08085270598530768 0.71940523386001598 -0.00044842393253929908 -0.013878730591386555 61.500000000000007 0.1733457297086716 -0.023245022632181641 2.4414010047912602 -0.015799574553966519 -0.053804382681846612 -0.0016577585483901201 0.87535309791564953 0.29868613183498388 0.63665315508842479 -0.12252442538738249 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 23 8 34 29 16 32 12 17 15 14 18 -7 -11 44 35 22 38 28 -14 25 -1 42 31 36 -21 -9 -3 -22 -8 -5 -18 -4 -10 -6 -34 -12 -39 -37 -15 -25 -36 -2 -27 right_child=1 6 5 4 26 9 13 20 10 11 19 -13 21 41 -16 -17 33 -19 -20 27 30 -23 -24 24 -26 45 -28 -29 -30 -31 -32 -33 37 -35 43 40 -38 39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.0023577510648628021 0.016404668799680881 0.012856969289504701 0.056178627225360891 0.0089320611381843353 0.0059476629849608536 0.089980338461861861 0.049246631671346769 0.028222863457114351 0.013306509338715944 0.090493551058676638 0.01383256540816521 0.110357231488057 0.031276691576791187 0.016873427922857624 0.058266051978432813 0.061304046433581637 0.047906612406914462 0.037139021435756307 0.011009643445922658 0.033068416707515716 0.068753917800378664 0.05926537500164477 0.040373469291852031 0.0055440724779047702 0.0036377459057815136 0.037378564091499693 0.0046193604323057974 0.058684156582905697 0.048345352204775142 0.0078650059908280633 0.043690133879680446 0.024862115741717004 0.031831627771841675 0.02654545234365004 0.033279147433444921 0.032823215482161217 0.0085654335205062847 0.028263221627843414 0.035448221226861656 0.01346103807673027 0.019409553254075323 0.010782949244782293 0.009867375361078793 0.050220369294430446 0.025955568696781835 0.017302901888162844 leaf_weight=80434 1442 7430 368 4194 29504 406 178 598 2610 514 320 306 314 3920 478 480 452 490 1420 374 368 586 470 12262 102896 166 37060 402 568 11994 302 3388 280 430 942 484 21534 378 362 4854 2536 3906 5426 308 1420 4306 leaf_count=18585 247 1319 62 757 5614 69 33 103 453 87 58 51 53 696 81 82 78 85 254 63 62 101 81 2301 20774 29 7056 67 96 2177 51 594 48 75 159 82 3997 67 63 847 434 703 981 52 246 753 internal_value=0.0070106 0.0204413 0.0450738 0.00493019 0.00782971 0.0609768 0.0136279 0.0316646 0.0170077 0.0710352 0.0226281 0.0845281 0.061161 0.0178422 0.0729169 0.0764738 0.0250194 0.0193007 0.020999 0.0365719 0.0451945 0.049546 0.0226648 0.00341011 0.00411204 0.0216244 0.00602891 0.0463969 0.0380583 0.00977508 0.0575385 0.0260928 0.0126177 0.0375343 0.0417728 0.0177419 0.0070523 0.0154199 0.0253411 0.0145357 0.0215694 0.0138354 0.00687078 0.0374903 0.0211508 0.0180563 internal_weight=353860 47460 10282 306400 105382 4702 37178 5580 17284 3084 7578 1300 1784 17754 884 994 3744 6120 9928 1458 1836 900 8508 201018 120584 8038 88098 776 1166 19424 670 3566 9706 882 1618 5630 51038 5512 682 5232 3020 7826 17688 1250 2862 4472 internal_count=70726 8394 1755 62332 19691 797 6639 958 3024 524 1305 220 304 3143 150 169 646 1054 1744 251 312 154 1490 42641 24056 1409 16667 130 199 3496 113 627 1719 153 273 969 9611 962 121 914 516 1399 3282 211 493 782 is_linear=0 shrinkage=0.04 Tree=2 num_leaves=47 num_cat=0 split_feature=98 14 98 98 14 28 98 98 44 28 98 102 98 43 102 98 14 98 70 99 146 153 100 149 100 58 198 211 198 149 102 98 278 105 171 58 175 58 70 154 103 70 28 108 98 198 split_gain=5743.33 4511.88 1386.23 816.015 960.219 568.139 387.541 313.684 211.894 210.882 190.404 184.384 176.5 163.456 153.503 135.418 127.663 127.045 117.023 115.321 110.706 95.195 89.5851 85.2886 81.976 76.0665 72.2272 65.7073 58.0883 57.0294 55.3222 68.8545 53.1464 55.4288 52.0831 51.4709 57.1495 51.3733 47.3789 46.2628 46.0537 45.2649 44.606 43.9484 43.8704 42.3977 threshold=0.27416583895683294 1.0000000180025095e-35 0.5667022466659547 0.14115410298109057 1.0000000180025095e-35 0.80442953109741222 0.39004372060298925 0.45973347127437597 0.2151148393750191 0.79319977760314953 0.39004372060298925 -0.22130203992128369 0.54195025563240062 71.500000000000014 0.068880230188369765 0.088166877627372756 1.0000000180025095e-35 0.1733457297086716 1.0000000180025095e-35 5.1503930091857919 -0.016377717256546017 0.055535983294248588 0.22347120940685275 0.016298955306410793 0.16436140984296801 4.9280247688293466 0.011237665545195343 -0.0027439073892310257 0.016586079262197021 -0.063135411590337739 0.19344301521778109 0.29164510965347296 0.0012278827489353719 0.017719397321343425 -0.026634070090949532 4.4779884815216073 -0.036372281610965722 3.072279810905457 0.89587974548339855 0.02435252629220486 -0.033532284200191491 1.0000000180025095e-35 0.76488307118415844 0.0031439028680324559 0.67324683070182811 0.026627969928085807 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 15 9 10 30 19 23 45 24 20 27 -10 18 -1 42 -11 25 21 -9 32 28 -4 -2 -8 -6 -12 -19 -30 31 -3 -7 -34 -31 -20 -37 -16 -28 -38 -27 -18 -17 -29 -39 -5 right_child=1 6 8 4 26 7 14 11 13 17 12 -13 -14 -15 37 16 41 22 35 -21 -22 -23 -24 -25 -26 40 38 43 29 34 -32 -33 33 -35 -36 36 39 44 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.0025469325082765081 0.018122347127465369 0.019038894641069594 0.053009470605282563 0.011037520840988382 0.0044967728025127962 0.027878436402593319 0.015510985168501088 0.098667394622600949 0.10977876090974555 0.016323229909931878 0.06359200908908344 0.045746034379423095 0.021375400164266291 0.072390858601604283 0.0064216823418993957 0.0058287557117797434 0.0030792209997842447 0.019929551437897545 0.023628288191627961 0.061151178374031834 0.064850705109851456 0.056643719042598066 0.044105057738576543 0.078851586675372218 0.033933562797726718 0.016751299617218576 0.0063055613232930506 0.030563690417752594 0.048562072527957259 0.037461408987914162 0.0063257175746683396 0.0098528736322192906 0.051708231427849569 0.032452266598137235 0.022212546107604317 0.048083848091957697 0.020047733137174461 0.013421188700628505 0.0090680227763216669 0.039771382167247626 0.036341798218922639 0.0048847695449769938 0.01007799325221781 0.052123052068411731 0.021294846239786457 0.018536518737743653 leaf_weight=118500 2368 1472 524 4960 24628 1012 4542 292 412 2742 342 410 576 362 1308 8428 47106 1676 2464 400 354 366 462 350 676 316 31316 306 238 552 6308 11594 436 550 1044 328 470 5392 14562 324 500 42060 7454 312 1438 1598 leaf_count=26362 420 256 90 880 4680 176 855 50 70 483 59 69 98 61 252 1546 9487 300 438 68 59 63 79 61 118 60 5880 51 41 96 1154 2075 74 95 182 58 85 998 2689 60 90 8240 1345 52 253 285 internal_value=0.00671815 0.0198188 0.0435499 0.00473572 0.00810261 0.036961 0.0132771 0.0483542 0.0770912 0.0179725 0.0274499 0.0669188 0.0389351 0.0924084 0.0176693 0.0034739 0.00451954 0.0229563 0.0212873 0.0412399 0.0802651 0.0378464 0.0275301 0.0634364 0.0216436 0.0175376 0.00624448 0.0494377 0.0253365 0.0302641 0.00940373 0.0108891 0.0343765 0.0410108 0.0275067 0.0268836 0.0340051 0.0136908 0.00718256 0.0281361 0.0287851 0.00393095 0.00782359 0.0415146 0.0150818 0.0128674 internal_weight=353830 46504 10048 307326 83778 8400 36456 3820 1648 13272 4580 1056 1536 774 17082 223548 105048 6714 8944 2764 646 2364 3972 874 3044 5358 70506 960 3510 1834 19374 13066 1998 986 1596 3586 1122 8138 45878 794 816 89166 15882 618 6830 6558 internal_count=70943 8368 1734 62575 15595 1452 6634 654 282 2346 798 178 260 131 3149 46980 20618 1181 1646 476 109 408 698 151 538 1005 13249 162 619 319 3485 2331 345 169 278 641 203 1503 8569 145 150 17727 2891 103 1251 1165 is_linear=0 shrinkage=0.04 Tree=3 num_leaves=47 num_cat=0 split_feature=72 57 57 14 55 0 14 0 27 50 60 50 78 25 270 0 106 50 115 203 102 54 112 35 126 57 99 56 104 202 273 44 202 24 102 297 55 55 47 0 25 198 54 14 105 99 split_gain=2830.94 2508.56 710.904 631.411 588.418 520.802 300.861 272.679 287.001 257.489 231.637 231.365 221.043 181.409 170.963 169.952 168.82 155.299 135.877 134.753 119.844 119.687 117.668 107.16 106.956 102.167 109.211 95.7482 104.308 89.7329 85.3665 82.1072 82.0805 76.2757 75.4343 74.578 71.6549 69.003 71.6435 59.9823 58.7933 58.7289 58.5594 57.3866 56.4763 54.9999 threshold=1.0000000180025095e-35 5.0530509948730478 5.2496488094329843 1.0000000180025095e-35 6.9608218669891366 155.50000000000003 1.0000000180025095e-35 95.500000000000014 18.468269348144535 1.974447548389435 2.7403194904327397 2.6461167335510258 1.8688347935676577 10.500000000000002 -0.0017317271558567879 211.50000000000003 -0.10194322466850279 3.6806874275207524 -0.045459423214197152 -0.012557136826217173 0.11944459378719331 0.026440540328621868 0.13496859371662143 0.39523096382617956 -0.047121234238147729 4.5900437831878671 4.4829866886138925 3.8815106153488164 -0.049204278737306588 -0.019314396195113655 -0.0026847081026062365 0.23098582774400714 -0.0036193144042044874 61.500000000000007 0.11200796067714693 0.0052558481693267831 6.3162615299224862 8.950986862182619 6.0626211166381845 962.50000000000011 3.5000000000000004 0.14296008646488192 0.026440540328621868 1.0000000180025095e-35 0.26887696981430059 4.5798392295837411 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 17 5 15 9 7 37 25 -3 -4 40 16 22 -10 -2 -7 20 -14 24 23 45 27 36 -18 33 -27 -11 -29 -26 -30 39 -33 35 -19 -9 -1 38 -6 -17 -12 -22 -28 -25 -40 -13 right_child=1 3 10 -5 6 12 -8 8 14 13 11 21 18 -15 -16 31 19 34 -20 -21 41 -23 -24 43 29 26 42 28 30 -31 -32 32 -34 -35 -36 -37 -38 -39 44 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.0040312826040582476 0.0058128159120827885 0.020088101996802245 0.034047074684110591 0.011649334687128945 0.030904406740685078 0.026965758993519322 0.0069998191418028256 0.020201364360955935 0.033827711398164706 0.027648261332949241 0.011784013362511359 0.016418179077027958 0.093035074563517534 0.016982809465102302 0.074321535106141354 0.0093976274106318276 0.082658395045734814 0.010047118368152912 0.055104299273844054 0.039859853620899839 0.002560339152279162 0.018736422453841578 0.06735965657183679 0.020336071416208013 0.070834595741710596 0.056571711499040778 0.017924388407664315 0.0689478259232809 0.054759824413797176 0.041307443114894406 0.031137124274244986 0.015533869535306492 0.035602099813848403 0.014444218989549286 0.005177547742496306 0.04000270571417569 0.0058990311515054392 0.030458928384860171 0.010714403076839001 0.027844385864465152 0.0064589049076824766 0.0056317659548294494 0.03880701631753522 0.0086933127886453972 0.029130129096737515 0.0085979605762595609 leaf_weight=106996 19768 2038 656 1640 348 540 2946 830 364 660 4126 2030 300 498 312 4146 296 10828 318 758 77590 5568 294 818 286 274 470 264 412 404 618 1164 454 1572 9612 484 47446 420 3804 302 16960 11428 400 3944 286 4958 leaf_count=22630 4062 359 118 296 64 94 571 149 62 116 755 377 50 89 54 817 50 2052 57 131 16085 1028 51 143 49 47 83 46 70 70 109 208 85 284 1856 88 9303 72 698 57 3254 2300 70 728 55 917 internal_value=0.00652425 0.0155851 0.00509851 0.0341901 0.0110592 0.0389975 0.0181797 0.0216224 0.0284853 0.030876 0.0105215 0.0100618 0.0523708 0.0388722 0.0525993 0.00761054 0.0465867 0.00440617 0.0736378 0.0526431 0.00413016 0.0143606 0.0437116 0.00478739 0.06242 0.0244283 0.0345513 0.0401209 0.0464563 0.053631 0.0406302 0.0134671 0.0211834 0.0204051 0.00775755 0.0275199 0.00460511 0.0149696 0.0134972 0.0106561 0.0075014 0.0029547 0.0275591 0.0106971 0.012009 0.0108717 internal_weight=350630 47670 302960 9326 38344 7686 12510 9564 4706 4784 34298 33642 2902 2746 676 25834 2284 268662 618 1744 248222 12556 2248 159204 986 4030 1144 1954 1294 690 1030 6066 1618 2886 20440 1314 154442 4858 4438 4448 21086 89018 870 4762 4090 6988 internal_count=70709 9163 61546 1637 7526 1341 2297 1726 837 840 6449 6331 501 481 116 5229 394 55097 107 300 51189 2322 392 32804 169 721 200 341 225 119 179 1167 293 521 3908 237 31933 889 817 874 4009 18385 153 871 753 1294 is_linear=0 shrinkage=0.04 Tree=4 num_leaves=47 num_cat=0 split_feature=77 57 58 58 57 69 63 0 58 0 26 63 58 49 269 0 58 0 205 0 40 66 198 29 40 35 201 70 166 0 145 35 66 8 201 45 299 200 57 26 287 66 0 122 57 227 split_gain=2529.27 2180.61 642.118 623.225 619.441 355.708 355.694 327.014 307.276 233.746 230.706 203.366 170.374 149.515 155.532 146.917 146.699 143.441 128.257 116.113 146.145 112.493 120.942 102.96 102.079 95.4769 92.2236 98.1334 91.1437 90.1492 78.5609 77.8668 74.4113 71.2983 65.0761 65.0575 65.7909 61.2813 60.7346 98.1978 86.891 60.0914 76.7251 57.7811 57.419 57.157 threshold=0.020755323581397537 5.0530509948730478 3.3148238658905034 2.6247284412384038 5.1387310028076181 0.0098127978853881376 1.0000000180025095e-35 278.50000000000006 3.9346263408660893 92.500000000000014 8.5000000000000018 1.0000000180025095e-35 3.4115562438964848 3.0201274156570439 -0.0018249643035233019 323.50000000000006 3.9984372854232793 649.50000000000011 0.071165259927511229 143.50000000000003 0.24758116155862811 1.0000000180025095e-35 0.016929269768297676 0.16287682950496676 0.10669109970331193 0.40032011270523077 -0.0078393812291324121 0.89587974548339855 0.016643366776406768 108.50000000000001 0.0080772936344146746 0.38790449500083929 1.0000000180025095e-35 1.0000000180025095e-35 -0.0044480576179921618 0.26396031677722936 0.0016571111627854409 -0.0042916315142065278 4.1971738338470468 10.500000000000002 -0.00030175581923685963 1.0000000180025095e-35 76.500000000000014 0.054651614278554923 5.6472105979919442 -0.0066206492483615867 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 7 17 12 10 9 24 11 38 13 45 21 30 -15 16 35 29 41 -12 -21 22 -1 -18 -3 -24 27 44 -9 -2 -4 -31 34 37 -13 -11 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0.043648588890439433 0.013236681183433083 0.042354939278728312 0.011296555124284978 0.019409292768657303 0.0040458077449479421 0.009565228127436971 0.036460053255712548 0.019688267130491877 0.021535737254086508 leaf_weight=93194 14712 214 274 2570 206 662 3196 350 1110 1966 1304 7102 12546 342 372 312 902 646 2406 406 520 68704 57442 408 1562 1232 4824 1206 306 9988 356 546 14250 640 5690 434 364 1486 460 904 626 15760 11608 458 2590 386 leaf_count=19433 3122 41 47 495 37 125 620 63 213 365 232 1285 2435 57 66 56 163 123 445 71 90 14550 11697 74 279 228 948 217 55 2002 62 97 2871 122 1057 79 64 267 82 162 113 3194 2186 81 495 77 internal_value=0.00622301 0.0148216 0.0322369 0.0105845 0.0048688 0.0437048 0.0180614 0.0225455 0.00968798 0.0221533 0.0486933 0.00753506 0.00418383 0.0618068 0.0743844 0.0287471 0.0267085 0.00707771 0.0065086 0.0407658 0.0516206 0.00373776 0.00434535 0.0377392 0.0185757 0.00576799 0.0158011 0.0196639 0.0488618 0.0066008 0.047457 0.00942559 0.00702662 0.0171767 0.00924135 0.0214687 0.0311075 0.0194175 0.0158061 0.0210541 0.0291585 0.00596765 0.0072214 0.0239555 0.0164259 0.0307087 internal_weight=347542 47286 9252 38034 300256 4236 12142 5016 37364 8946 3574 27634 262892 1344 714 4386 4074 25892 42320 2230 926 220572 151868 1310 4360 58674 9730 4906 656 25246 630 10534 27042 4146 12792 2764 798 3506 4560 1990 1086 39914 24154 2020 3700 592 internal_count=70643 9275 1658 7617 61368 750 2273 908 7200 1653 625 5327 54168 232 123 801 745 5344 8260 393 161 45908 31358 237 790 11925 1873 925 118 5221 109 2099 5213 749 2342 508 143 627 852 357 195 7815 4621 360 708 114 is_linear=0 shrinkage=0.04 Tree=5 num_leaves=47 num_cat=0 split_feature=98 14 98 98 14 98 98 78 311 98 24 66 39 98 14 252 0 54 109 55 0 55 303 270 0 66 98 44 50 181 98 73 98 43 69 111 291 40 255 123 234 105 313 57 0 66 split_gain=5602.94 3861.04 1323.35 766.376 844.407 395.914 332.968 179.085 163.344 147.368 147.03 129.016 128.255 115.927 129.245 115.407 109.524 104.339 103.242 101.918 176.44 92.4742 89.0601 78.9382 78.0164 89.4475 76.5421 74.8701 72.2387 99.4101 70.3913 84.369 75.6596 65.6864 76.8798 81.2188 78.5723 58.3279 91.7951 55.5497 53.229 53.1968 50.1219 48.5329 48.113 70.1311 threshold=0.27416583895683294 1.0000000180025095e-35 0.61589598655700695 0.14115410298109057 1.0000000180025095e-35 0.39004372060298925 0.39004372060298925 1.4978661537170412 0.0028868712252005939 0.1733457297086716 155.50000000000003 1.0000000180025095e-35 0.34635639190673834 0.088166877627372756 1.0000000180025095e-35 0.0040163809899240741 47.500000000000007 0.043489297851920135 0.0051147937774658212 7.3208577632904062 175.50000000000003 9.9511580467224139 -0.0016007458907552061 0.016080283559858802 73.500000000000014 1.0000000180025095e-35 0.54195025563240062 0.28280515968799597 1.9034507274627688 -0.0015556588768959043 0.30843573808670049 4.388237953186036 0.28560030460357672 62.500000000000007 2.2166489362716679 -0.0091646499931812269 -0.0032345379004254933 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210 79 136 66 324 63 39 244 111 1178 1144 internal_value=0.00614589 0.0196444 0.0416957 0.00421213 0.00757399 0.0360879 0.013134 0.046886 0.0646465 0.0171684 0.0419908 0.0174241 0.0292238 0.00299796 0.00397476 0.080241 0.0206713 0.0384091 0.0493009 0.0210282 0.0268354 0.0239103 0.072912 0.0404193 0.00580718 0.00703834 0.0316563 0.0393857 0.0393905 0.0487912 0.0253523 0.0295681 0.0182826 0.0226345 0.0274222 0.0306083 0.0393163 0.035683 0.0440857 0.0195358 0.0307594 0.0133096 0.0202204 0.0185246 0.00939549 0.0109179 internal_weight=343440 43034 9808 300406 79706 8564 33226 3326 716 12394 2610 15470 5238 220700 103358 1244 8644 2290 874 6952 2854 5698 926 996 67312 37040 1416 838 1442 688 3796 2376 1420 5366 2476 2056 936 1434 690 1858 754 6826 1414 2890 17756 11572 internal_count=70798 8427 1742 62371 15569 1526 6685 579 124 2309 455 3095 947 46802 20591 216 1666 399 155 1282 525 1079 161 180 13260 7366 244 143 253 118 694 438 256 1023 472 388 178 261 125 345 135 1429 283 551 3590 2322 is_linear=0 shrinkage=0.04 Tree=6 num_leaves=47 num_cat=0 split_feature=78 57 57 60 58 58 58 58 14 14 41 31 31 103 58 14 35 26 201 278 103 205 57 66 57 35 201 198 201 31 269 37 201 224 58 66 189 66 118 58 66 26 238 57 35 273 split_gain=2382.68 1314.09 967.106 666.849 411.027 365.865 308.019 259.6 212.324 211.729 181.871 166.03 186.75 163.031 151.717 148.717 146.314 142.959 138.402 134.54 119.449 106.938 105.689 105.411 100.887 100.049 97.5029 90.8467 86.9168 84.5893 76.132 70.5217 68.6066 65.6454 64.7111 65.4074 64.4605 59.7121 59.704 59.0845 58.6788 58.0517 82.3506 57.222 56.4507 52.6438 threshold=1.0000000180025095e-35 4.7664294242858896 5.1387310028076181 2.7403194904327397 3.1750342845916752 3.8674848079681401 2.6457827091217045 3.4115562438964848 1.0000000180025095e-35 1.0000000180025095e-35 0.062664082273840918 0.29471942782402044 0.14444919675588611 0.13500635325908664 0.34176194667816168 1.0000000180025095e-35 0.37203711271286016 9.5000000000000018 -0.019689619541168209 0.0031242875847965483 0.062542825937271132 0.071165259927511229 5.4909996986389169 1.0000000180025095e-35 6.4929969310760507 0.36400562524795538 -0.016512908972799775 0.018802184611558918 -0.014468091074377297 0.284658893942833 -0.02068128157407045 0.32676549255847936 -0.0048714084550738326 0.042875416576862342 0.31038993597030645 1.0000000180025095e-35 0.017656017094850544 1.0000000180025095e-35 -0.089800935238599763 0.29733233153820043 1.0000000180025095e-35 5.5000000000000009 -0.017924034036695954 4.5271940231323251 0.35612297058105474 0.0087494417093694227 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 7 17 13 37 39 9 20 14 11 12 -6 28 -1 18 -16 19 -8 -4 -9 40 -15 24 33 -19 -14 -13 36 -26 -20 -27 34 -7 -11 -36 -3 -5 -28 -2 43 42 -32 -10 -43 -44 right_child=1 4 3 5 10 23 15 8 21 32 -12 27 26 22 16 -17 -18 25 30 -21 -22 -23 -24 -25 29 31 38 -29 -30 -31 41 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 44 45 -45 -46 -47 leaf_value=0.0050559178062235663 0.0031202794229018057 0.040194763544056933 0.02924671527696248 0.0088647969031958995 0.070702176034324257 0.015331056848239355 0.045214517990046631 0.01509169889207404 0.0062443251444356694 0.002378901918292084 0.014346292904128057 0.049344178943657405 0.054745566536817711 0.022434690254637849 0.0095519724051841611 0.0066977681088540167 0.027335050509629241 0.019111346901165692 0.036869698756367621 0.063222840622477586 0.040407345564869211 0.014746452901448373 0.058483348515586925 0.011596867217882063 0.021499859981896564 0.055309075928748924 0.049859032784880748 0.079271235757361586 0.01533344239792574 0.043905913338765201 0.040162782635761174 0.026280963774596419 0.0023105237353014136 0.033937320150603793 0.0052827195135822904 0.0028554197738065159 0.016501739611757583 0.0049935813474604827 0.029306223817215499 0.0098472241709737472 0.0040473606858960716 0.010517546842459334 0.01556221151164042 0.011186624672740772 0.026930189399026774 0.031991221212086265 leaf_weight=24576 2824 472 442 12180 294 3758 392 1268 18928 35078 328 356 390 226 7404 1198 822 1762 410 326 390 2356 312 4878 690 234 270 312 2168 446 386 320 86060 330 51480 27126 304 13388 1462 8040 15368 1604 1262 4676 424 416 leaf_count=5274 632 84 77 2364 53 737 72 248 3842 7825 60 62 71 43 1542 241 147 339 79 57 73 468 60 1039 133 43 49 56 418 79 73 60 18306 65 10464 5823 58 2916 265 1714 3264 328 255 896 74 78 internal_value=0.00593685 0.0181256 0.00501184 0.0109283 0.0328497 0.00938486 0.0121374 0.00417966 0.0070354 0.00365175 0.0427182 0.0457301 0.0408148 0.0231701 0.00663014 0.0193366 0.0113321 0.0287706 0.0224284 0.0437323 0.0210673 0.00647197 0.0434099 0.0158296 0.019779 0.0237925 0.0366426 0.0634197 0.0194579 0.0303275 0.0204348 0.0386195 0.0031626 0.016841 0.00380761 0.00444513 0.0309461 0.00683801 0.0325371 0.00809906 0.00597138 0.0187795 0.0235053 0.00722384 0.0139606 0.0196518 internal_weight=338136 23850 314286 38754 6894 35670 16956 275532 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50.4492 49.705 48.8814 48.3166 48.2684 threshold=1.0000000180025095e-35 3.7494349479675297 3.9219243526458745 1.0000000180025095e-35 2.5484828948974614 1.7778056859970095 1.0000000180025095e-35 0.57464253902435314 4.5000000000000009 2.0696749687194829 0.36176548898220068 -0.12218675762414931 0.25033619999885565 -0.28285568952560419 0.31314985454082495 0.26995590329170233 -0.21571283042430875 -0.0058969950769096604 5.6507318019866952 0.37030009925365454 -0.26100523769855494 -0.029530437663197514 9.8158793449401873 2.5000000000000004 2.2499048709869389 -0.018046333454549309 -0.017086511477828022 -0.021416736766695973 1.4978661537170412 1.0000000180025095e-35 -0.016277139075100418 0.43590712547302252 0.0073009459301829347 1.0000000180025095e-35 2.520794272422791 1.0000000180025095e-35 0.23555248230695727 0.045623004436492927 -0.0045644291676580897 -0.03425957262516021 -0.077536247670650468 -0.016928497701883313 1.0000000180025095e-35 -0.026354430243372914 -0.0019085616222582755 25.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 6 10 13 16 7 31 18 38 41 23 -9 21 -6 -12 27 29 35 30 22 -3 -14 24 40 -26 -27 -2 -15 34 -16 -1 -23 -10 -11 -5 -29 -38 -8 -30 -7 -4 -22 -32 -45 -43 right_child=1 4 3 8 14 11 9 12 33 17 15 -13 20 28 19 -17 -18 -19 -20 -21 42 32 -24 -25 25 26 -28 36 39 -31 43 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 45 -44 44 -46 -47 leaf_value=0.0055613147437273266 0.03444465678527122 0.053605883929175938 0.034537161487050591 0.016227238581085778 0.068947136356463407 0.034995153555366809 0.0036720703150653852 0.0097452706998392286 0.008784194850507538 0.0094922650314553207 0.069748129419317823 0.011304746438716555 0.023782599445287999 0.015102977439116998 0.05607442526602438 0.031683009460233572 0.0059553470854489593 0.0039635131286385209 0.028588065443877621 0.060903220127333804 0.011391803916294527 0.014793428540229799 0.048493290313326567 0.015067902421098041 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0.0262127 0.0194318 0.0149002 0.0264004 0.0455258 0.044072 0.0097033 0.00558772 0.0135207 0.0407112 0.0220825 0.0386034 0.0306084 0.0234438 0.0268358 0.0331124 0.0278772 0.0142559 0.0204511 0.00711559 0.0354568 0.00576366 0.0288681 0.00631095 0.00855605 0.0124275 0.0129092 0.0206259 0.00301722 0.0315147 0.0193451 0.0206208 0.0151729 0.0306984 0.0368712 0.0178417 internal_weight=330510 23226 307284 36992 5026 18200 270292 33988 34234 236304 2758 7518 6470 3136 1890 656 10682 71514 10462 1570 2702 1026 1208 5032 3580 1946 1522 4822 2110 36848 1248 27518 624 23772 22810 9756 4522 1224 164790 686 1634 2102 1494 1016 680 1754 internal_count=70819 4851 65968 7838 957 3894 58130 7278 7313 50852 525 1541 1339 608 349 122 2353 15235 2173 289 507 193 222 1022 722 367 289 1043 415 7840 234 5939 118 5140 4741 2036 983 244 35617 125 355 403 285 192 124 339 is_linear=0 shrinkage=0.04 Tree=8 num_leaves=47 num_cat=0 split_feature=78 57 57 14 43 0 0 322 50 201 50 270 50 57 198 50 14 57 201 0 39 70 50 25 56 57 309 122 0 37 25 14 256 205 173 57 201 70 57 69 57 127 54 227 0 25 split_gain=2081.47 1047.11 864.239 623.08 287.706 279.3 230.617 254.704 211.435 192.782 187.121 162.443 156.604 151.255 147.944 134.933 116.344 162.145 99.8643 98.0904 102.564 92.5516 81.4814 79.1829 96.8553 72.8393 70.3566 68.2788 67.8712 66.4193 64.1281 53.51 49.3238 49.1007 62.5219 45.2565 43.1114 39.9183 39.0698 38.9108 38.4485 38.0655 40.5258 37.9781 37.272 36.2241 threshold=1.0000000180025095e-35 5.4909996986389169 4.9593360424041757 1.0000000180025095e-35 232.50000000000003 141.50000000000003 77.500000000000014 0.010471049230545761 2.9147052764892583 -0.0049745999276638022 2.4609996080398564 0.0085780173540115374 3.7266583442687993 3.3842465877532963 0.01192110823467374 2.6715778112411503 1.0000000180025095e-35 3.3842465877532963 -0.0086001134477555734 474.50000000000006 0.16322094947099688 1.0000000180025095e-35 2.8877366781234746 4.5000000000000009 3.7012257575988774 3.9607677459716801 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0.011240275744183133 0.032717735228740642 0.086600961967796181 0.010332158090898311 0.0026310109421715517 0.017339997517375822 0.052778345792507286 0.024750456999142967 0.014511794410534939 0.038031228361615342 0.06270913877788481 0.003073030909591031 0.010200202138919477 0.0077831110201649215 0.014725314631266933 0.045133656951097348 0.0059605283782489926 0.046536778679066082 0.0079881648836319808 0.017117815231421002 0.042282374054160396 0.044364865878453619 0.042572824272527829 0.035248190137798507 0.018468129092339018 0.0096659621149326296 0.0082378058367157826 0.021899492340065586 0.04323633769513073 0.01372293825110942 0.030679220039943222 0.0046532593110466735 0.014416969802897535 0.029476619143594104 0.0029964553195495833 0.01873596531162167 0.011785070617230534 0.026921139757968126 0.0099658551351985685 0.023517302749780339 0.013121582477413622 leaf_weight=18590 4428 298 214 10758 762 3204 518 352 248 105222 3106 494 374 4036 258 454 68656 3440 7666 338 376 37086 492 2548 288 210 324 412 436 1738 3196 7758 480 132 860 470 12186 1792 556 8764 978 466 730 824 822 1560 leaf_count=4101 1126 57 39 2341 157 746 97 66 58 23115 639 93 73 836 47 81 15532 716 1755 75 68 8063 90 576 56 43 64 76 80 355 680 1717 94 28 186 95 2775 366 104 2232 199 91 139 170 153 318 internal_value=0.00571673 0.0175627 0.00483512 0.0100403 0.0383411 0.0139113 0.047259 0.0574214 0.0201237 0.00394007 0.00864836 0.0347317 0.00487047 0.0100811 0.0264903 0.0467761 0.004537 0.00704411 0.0118015 0.016886 0.0307794 0.00400244 0.0320298 0.0136601 0.016767 0.0149549 0.0315916 0.0281819 0.0226675 0.0210558 0.0151683 0.00994679 0.0299132 0.00931128 0.0176897 0.0191013 0.00628307 0.00904141 0.0235915 0.00539404 0.0117951 0.0240777 0.0210384 0.0138875 0.012869 0.0167174 internal_weight=318900 22088 296812 43548 3300 18788 2102 1324 7164 253264 40152 1298 148042 11624 3396 972 138918 24412 17208 5866 714 114506 2358 7196 4648 5152 612 1866 1198 1948 7750 9124 778 8750 992 3576 22944 9458 804 45850 4174 1454 1196 1038 5822 2382 internal_count=70568 4832 65736 9502 632 4200 395 244 1542 56234 8850 255 33119 2658 652 178 31115 5288 3734 1287 143 25827 443 1532 956 1144 120 353 237 398 1613 2004 151 1931 214 734 5116 2121 162 10295 879 277 230 209 1187 471 is_linear=0 shrinkage=0.04 Tree=9 num_leaves=47 num_cat=0 split_feature=98 60 98 98 60 98 98 98 98 44 277 198 70 270 248 25 98 106 58 60 201 25 300 222 255 201 201 203 29 256 99 148 131 244 98 70 199 54 199 216 128 237 155 77 3 70 split_gain=4493.65 2547.63 985.907 716.599 676.32 284.686 228.011 228.398 192.975 120.904 121.156 118.094 112.079 100.716 151.361 88.1204 81.877 81.1208 88.0673 74.3077 73.1988 64.1899 61.7656 89.2247 60.4764 60.1873 56.8112 55.3874 53.9051 53.4257 51.6443 47.8135 47.6576 47.8747 50.1169 44.2009 43.2057 43.7275 42.9596 42.4159 42.1078 39.7113 38.624 37.2264 36.5391 36.3087 threshold=0.27416583895683294 1.0000000180025095e-35 0.5667022466659547 0.12730647623538974 1.0000000180025095e-35 0.39004372060298925 0.39004372060298925 0.54195025563240062 0.1733457297086716 0.25033619999885565 -0.0054091261699795714 0.0081577147357165831 1.4978661537170412 -0.010074042249470947 0.01014083717018366 1.0000000180025095e-35 0.074873443692922606 0.034566901624202735 4.8555607795715341 1.0000000180025095e-35 -0.010059423279017208 2.5000000000000004 -0.008602589834481476 -0.029549383558332917 -0.030006860382854935 -0.012944016605615614 -0.0041343194898217908 -0.021732221357524392 0.16954108327627185 -0.006975991651415824 5.0271592140197763 -0.084808830171823488 -0.0008321702480316161 -0.031586481258273118 0.5667022466659547 1.2424533367156985 0.13580053299665454 0.013797288294881584 0.10287564247846605 0.028105240315198902 -0.091858319938182817 -0.0061385999433696261 0.12320946156978609 1.4404273033142092 1.5000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 16 8 35 15 11 42 10 -4 -8 20 41 30 29 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0.015452559330590252 0.033565481103318855 0.013160912402270098 0.032951147057028382 0.017033865385312843 0.022659250615891521 0.036864680176370603 0.013395078016444609 0.048211586036482811 0.025520647158811891 0.042645984531039058 0.0037807241058579418 0.0036407210968598057 leaf_weight=74684 310 12634 338 8266 38210 186 242 346 190 576 242 276 1730 452 324 526 14476 930 282 51382 5730 284 342 286 1770 314 25360 1038 462 474 296 3066 1180 446 548 3368 424 804 1434 444 3162 310 270 302 8934 40612 leaf_count=18482 59 2863 61 1695 8637 35 47 63 35 98 43 50 349 80 58 99 3260 179 57 11455 1339 58 67 53 345 59 5956 215 89 87 52 623 240 99 108 686 80 156 285 82 669 57 51 55 2039 9344 internal_value=0.00574422 0.0183204 0.0368473 0.00388961 0.00686227 0.0127662 0.0310858 0.0404264 0.0145971 0.0668518 0.0574962 0.0480037 0.0168305 0.0518163 0.0591329 0.0259769 0.00245387 0.0238025 0.0317436 0.0031661 0.0150505 0.0182173 0.019818 0.0260785 0.0236543 0.0458597 0.00526316 0.0230208 0.022571 0.0382967 0.0491152 0.0173606 0.0233034 0.0289956 0.0254621 0.00908813 0.0162069 0.0225521 0.021814 0.0260356 0.0147284 0.0383537 0.0106489 0.032835 0.00608442 0.00274686 internal_weight=308262 39616 9136 268646 87492 30480 7666 2708 14988 1470 894 1900 14478 1658 1072 4958 181154 2942 1212 106470 11536 5806 6452 1816 4174 556 72504 1626 808 784 748 4636 2360 1180 994 16002 4294 1228 3648 1878 3446 586 8536 588 47144 91994 internal_count=70599 8396 1714 62203 19662 6682 1453 496 3030 261 163 344 3133 297 190 957 42541 585 236 24059 2548 1209 1284 358 811 102 16632 323 152 146 132 926 482 242 207 3549 859 236 712 367 727 107 1746 108 10676 20799 is_linear=0 shrinkage=0.04 Tree=10 num_leaves=47 num_cat=0 split_feature=98 14 98 98 60 28 98 98 98 28 122 0 58 98 298 201 140 145 70 55 201 116 44 250 196 296 246 102 102 102 18 146 102 102 98 44 21 50 295 188 98 200 3 113 309 186 split_gain=4497.37 2618.39 873.739 722.748 552.294 406.277 286.725 210.26 157.568 137.203 129.618 129.011 124.75 122.599 119.871 106.846 98.0038 103.647 75.7535 73.331 72.2914 66.0169 64.529 63.4156 72.8633 81.3838 62.2472 60.8776 60.0059 56.8465 50.9762 49.0665 48.3065 47.0684 45.758 43.9778 42.311 45.8954 41.3609 42.4898 38.9029 38.772 35.8607 33.7095 31.6091 32.2308 threshold=0.27416583895683294 1.0000000180025095e-35 0.61589598655700695 0.14115410298109057 1.0000000180025095e-35 0.80442953109741222 0.39004372060298925 0.45973347127437597 0.53038090467453014 0.7392621934413911 -0.022708349861204621 133.50000000000003 5.105656862258912 0.088771224021911635 0.0025656644720584158 -0.015592834912240503 -0.021343262866139408 0.018163381144404415 1.0000000180025095e-35 7.7767446041107187 -0.018205671571195122 -0.063227273523807512 0.25164806842803961 -0.0013560229563154278 0.0069208000786602506 -0.0068432400003075591 -0.011452950537204741 0.10789357125759126 0.031728357076644904 0.084135964512825026 4.5000000000000009 0.052141506224870689 0.23208156228065493 0.19344301521778109 0.29164510965347296 0.29502122104167944 1.0000000180025095e-35 4.2172293663024911 -0.013187850359827278 -0.013516020961105822 0.39004372060298925 -0.0001190451657748781 1.5000000000000002 -0.097993358969688402 -0.01960568223148584 -0.053101183846592896 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 13 9 11 33 16 10 -5 -9 40 18 -1 26 19 17 -7 41 -11 -14 -10 -17 24 25 -24 -4 42 35 -15 38 -18 36 34 43 44 -22 -38 -13 -40 -2 -8 -6 -3 -20 -46 right_child=1 6 14 4 27 7 12 8 21 15 -12 30 20 29 -16 22 31 -19 28 -21 32 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 39 -41 -42 -43 -44 -45 45 -47 leaf_value=0.0017068143404907422 0.0130480532703169 0.034187570514037591 0.041846367068734826 0.0097557375608237837 0.0074683365927055946 0.05868150163289023 0.014084252934740731 0.045581048390980046 0.022463406702975908 0.022623959174815009 0.083293083810460952 0.037556350104462302 0.047016615113204499 0.0045872145891802073 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249 93 61 79 5658 569 8132 88 78 109 1166 2085 154 54 107 70 138 140 353 1216 222 34 265 internal_value=0.00575634 0.0185278 0.0372518 0.00386247 0.00741091 0.0324076 0.0127033 0.0419616 0.0548125 0.0154501 0.0692303 0.0237917 0.0168414 0.0026046 0.0689632 0.0188408 0.0349391 0.0455583 0.0153477 0.0275418 0.0264076 0.0414452 0.0160785 0.0212829 0.0286971 0.0390126 0.0579101 0.00578961 0.0190635 0.00374689 0.0310864 0.028804 0.0234082 0.00891901 0.0104347 0.0234921 0.0274467 0.0331244 0.0274967 0.0231491 0.0169738 0.0126485 0.0068974 0.0176687 0.0270193 0.0248633 internal_weight=297502 38418 9114 259084 67804 7908 29304 3748 1322 11378 634 4160 13996 191280 1206 7130 2426 886 12108 1716 1888 688 5414 2238 1012 526 692 56426 5092 84176 2008 1540 1650 15308 10436 2498 1224 774 1532 1072 2152 7016 32982 1234 1734 1502 internal_count=70627 8351 1741 62276 15584 1524 6610 708 243 2347 115 816 3104 46692 217 1445 465 169 2690 326 414 128 1119 445 196 103 126 13237 1066 20320 380 296 367 3506 2340 497 258 161 292 208 436 1624 7579 255 343 299 is_linear=0 shrinkage=0.04 Tree=11 num_leaves=47 num_cat=0 split_feature=72 57 57 1 55 41 63 201 198 27 1 201 35 66 258 66 55 55 57 28 26 3 155 45 26 309 35 26 35 35 54 69 26 200 57 128 54 201 55 300 198 306 24 45 192 255 split_gain=1844.84 1360.74 546.851 471.833 328.178 173.145 171.842 161.661 157.689 159.638 156.488 148.996 137.924 126.811 126.338 125.405 127.891 123.996 116.719 130.889 134.68 106.141 88.0171 84.4123 80.8475 90.584 76.4534 71.9386 67.1173 63.697 60.5214 56.6087 52.9059 90.1354 55.3662 60.0408 52.8456 50.8793 50.3751 48.9188 46.896 46.2021 46.0473 44.8187 43.8024 42.9011 threshold=1.0000000180025095e-35 4.9452011585235605 4.9593360424041757 4.79990577697754 6.9608218669891366 0.053143288940191276 1.0000000180025095e-35 -0.0085100457072257978 0.015847984701395038 18.468269348144535 5.1619205474853525 -0.0048714084550738326 0.3793312013149262 1.0000000180025095e-35 -0.012004457879811524 1.0000000180025095e-35 9.5296664237976092 6.8389408588409433 5.8245229721069345 0.69131660461425792 9.5000000000000018 1.0000000180025095e-35 -0.059449767693877213 0.23420999199151996 12.500000000000002 0.0039787660352885732 0.35478875041008001 6.5000000000000009 0.37030009925365454 0.36951583623886114 0.064661540091037764 2.170687317848206 12.500000000000002 -0.014168554451316593 4.2555875778198251 -0.039463464170694344 0.032438464462757118 -0.017225715331733223 5.2907860279083261 -0.0088082421571016294 0.02304708864539862 -0.0083709694445133192 22.500000000000004 0.1295358017086983 -0.0054124789312481872 -0.011759195011109112 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 11 21 10 12 8 15 36 32 -2 13 18 17 -11 16 30 40 22 -20 -21 24 -5 -22 25 -3 -12 -9 -26 -18 -4 37 33 -10 -35 -36 -6 42 -28 -24 -1 -40 -19 -34 -32 -46 right_child=1 3 7 5 6 -7 -8 27 9 14 26 -13 -14 -15 -16 -17 29 31 19 20 23 -23 39 -25 28 -27 38 -29 -30 -31 44 -33 43 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0.010328838645488931 0.043171808482800132 0.021905460305053359 leaf_weight=46834 14028 1170 5916 384 2594 394 2148 2504 254 198 5270 89568 362 40072 364 8320 430 670 274 244 464 834 430 368 2442 432 270 17844 242 356 564 3982 224 1148 240 394 1104 12492 174 940 17936 468 2340 946 206 592 leaf_count=11845 3720 237 1248 72 609 89 528 586 51 41 1285 21812 65 10124 74 2080 87 127 55 42 88 197 87 68 523 86 65 4440 47 66 118 1021 62 252 44 75 228 2850 35 190 4406 100 508 201 43 126 internal_value=0.00570086 0.0138168 0.00444424 0.0274668 0.00970597 0.0380273 0.0157895 0.00895298 0.0186577 0.0244174 0.00681139 0.00366991 0.0408837 0.00456599 0.0440789 0.0119104 0.0154653 0.00544701 0.0381341 0.0469939 0.0532812 0.0194992 0.0312921 0.0455138 0.0220395 0.0291561 0.0121132 0.00657125 0.0177826 0.0307903 0.0138063 0.00824488 0.0209581 0.0248564 0.0216562 0.031148 0.012784 0.00933766 0.0228041 0.0265122 0.00460525 0.0288952 0.0140071 0.014159 0.0214107 0.0274424 internal_weight=289430 38804 250626 8980 29824 3860 9614 36732 7466 3768 20210 213894 3466 124326 562 16384 8064 84254 3104 1350 1076 5120 1754 832 4286 1602 6182 20348 2684 786 7278 19484 3206 2036 1782 634 3698 15502 912 1370 64770 642 3010 1170 1362 798 internal_count=70703 9216 61487 1846 7370 756 2165 8794 1637 800 5205 52693 667 30881 115 3768 1688 20757 602 253 198 1090 349 156 893 323 1485 5026 570 153 1535 4506 685 422 371 119 837 3485 200 277 16251 135 635 263 287 169 is_linear=0 shrinkage=0.04 Tree=12 num_leaves=47 num_cat=0 split_feature=72 57 58 58 41 58 57 0 0 199 201 57 65 0 47 270 38 79 49 55 29 66 0 205 301 58 201 57 58 69 8 70 102 57 70 58 224 201 60 66 81 143 125 294 196 39 split_gain=1742.31 1303.34 510.488 457.13 350.985 343.459 257.291 235.843 181.646 162.101 161.366 159.809 131.271 128.279 152.271 123.351 154.482 119.42 130.47 110.037 108.79 94.377 92.0737 84.0968 79.0627 67.9104 64.4222 64.4212 64.1731 61.018 59.7056 57.3555 57.2335 55.1939 60.2509 54.2362 53.921 52.6401 50.8101 49.5434 49.446 77.2331 45.2093 40.9048 40.5213 40.3135 threshold=1.0000000180025095e-35 5.1269311904907235 3.9346263408660893 3.4115562438964848 0.053143288940191276 3.8349584341049199 5.5510177612304696 223.50000000000003 155.50000000000003 0.11862005665898324 -0.0048714084550738326 5.0139575004577646 1.0000000180025095e-35 77.500000000000014 7.0987887382507333 0.0085780173540115374 0.11081472784280778 2025.5000000000002 3.7256208658218388 5.8847131729125985 0.094913609325885787 1.0000000180025095e-35 347.50000000000006 0.071165259927511229 0.005651977378875018 0.11130811646580697 -0.0078393812291324121 4.2413008213043222 0.93167656660079967 1.5655440688133242 1.0000000180025095e-35 1.0000000180025095e-35 -0.28889676928520197 4.5271940231323251 1.2424533367156985 5.105656862258912 0.0097389263100922125 -0.019689619541168209 4.182021141052247 1.0000000180025095e-35 1.0000000180025095e-35 -0.073910292237997041 -0.050215395167469971 -0.02011696062982082 0.045952226966619499 0.34689021110534674 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 10 8 5 7 23 17 27 30 11 21 -13 42 -15 37 -17 18 -3 -10 -16 25 38 33 36 -1 31 -2 -24 -27 40 35 -29 -4 -35 -8 -9 -11 45 -14 41 -5 -7 -25 -19 -21 right_child=1 4 6 9 -6 13 26 24 19 15 -12 12 39 14 20 16 -18 44 -20 22 -22 -23 28 43 -26 29 -28 32 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.0027477769948827586 0.0040487126985527359 0.048118435190657158 0.0056658598766279114 0.054929221800782468 0.0069678997016462641 0.047656828545199502 0.013073413460276174 0.022710406028608111 0.0079702045311031127 0.042967918304626096 0.0024724765596504565 0.026518843594094274 0.010397155024649172 0.073086458228438733 0.058792342925893852 0.07409643274311184 0.031582069141802449 0.012471505057070799 0.011988987171062592 0.014328719950396243 0.031639590005413235 0.0024307338945918429 0.016519513081462739 0.032393087802388011 0.053879714084532376 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0.0047261 0.00867478 0.0453701 0.0527545 0.0307432 0.044417 0.0195871 0.0343015 0.0126605 0.0439377 0.00419099 0.0172479 0.00759875 0.0408271 0.00499589 0.0171489 0.00537886 0.030845 0.00565679 0.0158942 0.0212094 0.0100519 0.00697081 0.0099739 0.0167562 0.0324507 0.0223046 0.0146222 0.007859 0.0185522 0.0244656 0.0324249 0.0164825 0.0151477 0.016736 internal_weight=275888 37508 238380 30238 7270 6268 29692 4104 24776 5462 208688 121028 14442 2164 1376 1718 654 2932 678 8188 962 106586 4138 24140 1172 73140 5552 16588 668 56522 3744 2942 3674 22548 6828 1804 716 1064 3470 13812 2932 1278 788 1592 2254 2914 internal_count=70656 9092 61564 7581 1511 1280 7176 864 6372 1209 54388 31794 3529 416 254 361 129 632 139 2022 177 28265 955 5910 232 19200 1266 4350 144 14223 848 647 835 5534 1636 414 146 232 811 3394 648 263 162 376 493 651 is_linear=0 shrinkage=0.04 Tree=13 num_leaves=47 num_cat=0 split_feature=98 60 98 98 60 28 98 98 98 98 0 129 0 51 234 28 58 309 232 66 3 0 0 58 145 174 283 98 24 98 98 20 111 28 99 26 222 254 25 137 66 98 39 0 28 55 split_gain=3712.81 2178.22 642.093 558.624 464.557 401.067 241.474 202.414 186.044 146.381 110.862 101.299 94.775 91.5753 106.045 86.524 85.1666 105.116 117.245 79.3914 79.1484 76.9176 70.7982 90.6942 61.8986 61.4313 84.1475 60.5794 57.0827 55.624 49.3088 49.2608 52.3026 49.1196 47.5778 52.2684 46.9134 54.6049 46.3374 45.3338 39.8461 39.7617 39.6774 39.4255 38.6644 35.3918 threshold=0.27416583895683294 1.0000000180025095e-35 0.5667022466659547 0.11581752821803094 1.0000000180025095e-35 0.80442953109741222 0.39004372060298925 0.1733457297086716 0.45973347127437597 0.53038090467453014 323.50000000000006 -0.033592235296964638 111.50000000000001 1.7005987167358401 -0.01251824479550123 0.93226712942123424 4.7811324596405038 -0.0030564839253202076 -0.0040782578289508811 1.0000000180025095e-35 1.5000000000000002 75.500000000000014 41.500000000000007 4.4779884815216073 -0.013309352099895476 -0.010788472369313238 -0.0065223220735788337 0.071608699858188643 43.500000000000007 0.1733457297086716 0.29164510965347296 0.12940952181816109 -0.028494710102677342 0.74652710556983959 4.4601275920867929 8.5000000000000018 -0.013852730859071015 0.0044235391542315492 1.5000000000000002 -0.028072725981473919 1.0000000180025095e-35 0.39004372060298925 0.31064806878566747 55.500000000000007 0.77097102999687206 9.9511580467224139 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 27 7 12 30 33 13 11 15 -10 41 14 -7 28 17 -4 -19 21 22 -6 -8 44 -16 26 -17 -1 -9 -23 34 -25 -33 -5 -3 -36 37 -30 -14 -15 43 -2 -40 -29 -24 -22 right_child=1 6 16 4 19 8 20 10 9 -11 -12 -13 38 39 24 25 -18 18 -20 -21 45 29 23 31 -26 -27 -28 40 36 -31 -32 32 -34 -35 35 -37 -38 -39 42 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.0011875580148088078 0.0099538114386720014 0.0080346489481302602 0.038001085704858606 0.0060170832634279707 0.0042143584969197411 0.062650801658779884 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12856 340 386 4990 242 608 2472 304 1470 728 23944 634 296 38640 5182 244 leaf_count=16747 256 218 87 1041 5683 55 732 287 45 62 91 71 80 79 63 40 77 48 70 7561 468 4106 248 361 122 130 61 5614 104 2052 3146 68 83 1149 41 120 520 56 291 146 7040 121 56 9978 1131 60 internal_value=0.005721 0.0175007 0.0349308 0.00383215 0.00623615 0.0299549 0.0120806 0.0124602 0.0403006 0.0553936 0.0181903 0.0668064 0.0213655 0.0342475 0.0418977 0.0166372 0.0585641 0.0525431 0.0632562 0.00494487 0.0159052 0.00592262 0.0171729 0.0190013 0.0350703 0.0268276 0.0372115 0.0022163 0.0142154 0.00740564 0.00849013 0.025693 0.0343812 0.00890173 0.0149738 0.0215855 0.0170123 0.0254366 0.026935 0.0260123 0.00290102 0.0144602 0.0240675 0.00346221 0.0164884 0.00856581 internal_weight=266990 36894 8750 230096 92490 7230 28144 15890 3278 936 6086 616 3952 2342 1212 5624 1520 1094 628 76600 13626 48590 11618 8654 914 1078 494 137606 4546 26008 14518 2360 726 9804 1662 850 3272 800 2186 1130 82616 1766 1766 58672 6294 2008 internal_count=70665 8405 1729 62260 22881 1447 6676 3479 643 178 1289 116 804 465 240 1198 282 205 118 19402 3151 11841 2623 1891 185 231 101 39379 967 6158 3525 512 151 2190 379 161 680 160 427 225 22632 377 347 15592 1379 528 is_linear=0 shrinkage=0.04 Tree=14 num_leaves=47 num_cat=0 split_feature=77 58 58 0 14 57 57 57 58 106 26 0 57 0 102 35 200 225 40 102 0 66 231 56 91 148 155 55 58 111 57 103 257 200 161 14 58 66 60 153 116 60 198 90 29 200 split_gain=1526.22 1114.86 430.436 422.35 378.553 242.221 240.183 233.655 219.394 132.201 126.275 138.482 131.144 116.496 105.4 98.2699 92.1869 90.4817 82.3548 81.992 81.2396 80.3424 77.3104 74.7445 73.8608 88.4602 71.5982 69.3829 69.2988 68.7468 66.5668 60.2798 58.213 58.041 56.4662 53.8777 70.6586 52.1625 50.3755 53.7985 55.5264 50.0358 62.5794 49.6941 49.2361 48.1201 threshold=0.065969780087471022 3.4115562438964848 3.4115562438964848 337.50000000000006 1.0000000180025095e-35 4.4484992027282724 5.5032949447631845 4.1971738338470468 1.9137557148933413 -0.026744879782199856 8.5000000000000018 32.500000000000007 5.8449916839599618 183.50000000000003 0.087978363037109389 0.39523096382617956 -0.0077979078050702802 0.004795090528205038 0.20396973937749865 0.25535841286182409 131.50000000000003 1.0000000180025095e-35 -0.017146342433989045 3.8606742620468144 1.0000000180025095e-35 -0.048835877329111092 -0.053625473752617829 7.044469118118287 3.9346263408660893 -0.10508019104599951 4.49422311782837 -0.017770361155271527 -0.061361361294984811 -0.0016577585483901201 -0.14771249145269391 1.0000000180025095e-35 0.41785022616386419 1.0000000180025095e-35 5.7636213302612314 0.059461560100317008 -0.017048291862010952 3.4175922870635991 0.0098403934389352816 1.0000000180025095e-35 0.24292390048503879 -0.012665644753724335 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 14 5 7 20 19 16 32 -10 11 -9 17 41 15 27 22 29 23 21 -2 30 -3 -12 25 -15 -20 37 -8 -13 -4 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0.0080677734363278786 0.029704447610144326 0.0020445253166860165 0.0055597998890878977 0.040582360130138495 0.01323326543466403 0.0041028268389811653 0.017063012550931664 0.0052216174978113074 0.038689586640836084 0.017406481131710994 leaf_weight=65490 12562 148 11934 13.999999999999998 1760 1416 3222 296 362 382 182 192 388 278 60006 378 11.999999999999998 364 460 9138 6818 9986 190 380 216 994 1276 1788 1838 980 4720 2280 928 1214 1386 2880 478 23964 15220 188 324 1070 2962 8280 280 464 leaf_count=17859 3509 34 2973 3 432 350 825 68 73 73 43 36 72 57 17469 83 2 72 88 2511 1809 2731 37 72 64 223 274 416 459 200 1090 512 228 297 339 684 89 7324 3982 38 66 289 639 2226 52 110 internal_value=0.00566668 0.0132528 0.00442901 0.00940454 0.0259606 0.00816039 0.00794432 0.0302866 0.0288075 0.0450338 0.0354938 0.0423093 0.0462284 0.0145748 0.00355283 0.00431514 0.0195815 0.0409267 0.0288942 0.0064856 0.00586407 0.0076071 0.0303895 0.0422186 0.0244937 0.0281636 0.0245588 0.00409235 0.0138508 0.0354569 0.00930816 0.0165358 0.0159576 0.0194299 0.0133639 0.0106915 0.0194995 0.00364144 0.00639428 0.0119115 0.023335 0.0118617 0.0137566 0.00231686 0.0228476 0.0244137 internal_weight=260088 36480 223608 28002 8478 26316 44612 6718 1686 744 4518 2220 1924 6936 178996 110710 2200 1536 2298 35778 19380 26640 802 562 1488 1272 1736 106974 8834 1172 16654 5612 942 3774 1398 3736 856 89454 17520 2300 512 5448 4378 68286 2560 654 internal_count=70882 9196 61686 7317 1879 6940 11450 1447 377 146 925 448 380 1622 50236 30541 522 308 477 9305 5318 6794 181 115 344 280 362 29685 2145 236 4063 1320 231 861 341 856 172 25183 4502 520 104 1278 989 19695 564 147 is_linear=0 shrinkage=0.04 Tree=15 num_leaves=47 num_cat=0 split_feature=98 60 98 98 60 98 99 51 144 226 98 148 31 0 26 98 309 133 100 98 302 174 102 145 232 102 123 225 66 102 122 0 98 70 290 183 66 198 108 66 281 56 227 0 54 276 split_gain=3274.58 1854.01 675.463 451.876 326.1 243.149 198.285 147.567 95.5199 114.403 89.3355 94.0655 86.5934 80.9975 79.599 73.3358 73.1234 66.0972 65.8114 64.5489 63.531 62.6319 55.9189 51.3205 52.6178 50.886 50.2614 62.7929 49.6179 49.4535 46.3455 45.5951 41.9965 41.6577 48.6268 46.3576 40.6503 39.5847 55.2329 39.531 39.5209 37.972 37.8723 37.2268 38.527 41.7046 threshold=0.25100150704383856 1.0000000180025095e-35 0.61589598655700695 0.12620681524276736 1.0000000180025095e-35 0.39004372060298925 5.1619205474853525 1.8688347935676577 0.049824092537164695 0.0048292267601937064 0.17155205458402636 -0.086242988705635057 0.25072656571865087 169.50000000000003 10.500000000000002 0.49610736966133123 -0.0048957455437630406 -0.022858500480651852 0.044976243749260909 0.075407389551401152 -0.011654950212687252 -0.07784757018089293 0.10789357125759126 -0.10272848606109618 -0.029204058460891243 0.19344301521778109 -0.046088628470897668 -0.0018917912966571746 1.0000000180025095e-35 0.2743575274944306 0.098713606595993056 54.500000000000007 0.36848169565200811 1.4978661537170412 0.0020775141892954711 0.0043022427707910546 1.0000000180025095e-35 0.020620418712496761 -0.10256871581077574 1.0000000180025095e-35 0.011781193781644108 5.7219483852386483 -0.03469856642186641 103.50000000000001 0.016016374342143539 -0.0048165139742195598 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 19 10 25 7 8 15 20 -5 -12 16 30 21 23 -4 -17 -13 -1 -10 -7 36 -2 -25 39 27 -26 31 33 32 -21 -9 37 35 -35 -6 -23 -39 -3 -15 -16 -43 -20 45 -45 right_child=1 5 12 4 22 14 -8 13 9 -11 11 18 -14 40 41 17 -18 -19 43 28 -22 29 -24 24 26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 38 -40 -41 -42 42 -44 44 -46 -47 leaf_value=0.0011501468199179529 0.048150078793300077 0.01158084407079516 0.034025456732661157 0.0091284704057447413 0.0068719358520564679 0.032991781592047867 0.059107267215512571 0.011016262568153837 0.052885276668128513 0.064199218728911073 0.034237504042034232 0.0096496847179926102 0.075348688131349539 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23734 1356 517 16418 459 1069 249 159 9428 820 221 2980 344 1635 181 504 394 132 is_linear=0 shrinkage=0.04 Tree=16 num_leaves=47 num_cat=0 split_feature=78 57 58 14 57 58 0 58 14 57 262 0 57 110 58 198 291 143 276 102 39 57 80 208 58 306 100 125 285 311 258 205 0 102 57 0 58 102 35 58 105 35 171 39 39 17 split_gain=1337.28 658.302 581.109 342.335 229.084 219.803 211.605 168.042 154.401 235.092 140.951 134.819 121.603 93.4795 85.3016 84.0877 82.458 81.2859 80.1028 77.6328 75.656 87.8878 74.8597 70.6227 84.0215 68.245 64.6527 71.9998 64.4584 69.2629 62.0285 57.5571 57.1421 57.0426 56.4929 52.0098 57.7163 67.0184 48.3067 51.6332 45.3216 85.3688 55.9229 42.7388 42.0088 38.7567 threshold=1.0000000180025095e-35 4.7664294242858896 3.6568983793258671 1.0000000180025095e-35 4.7405652999877939 2.3651369810104375 157.50000000000003 3.2398042678833012 1.0000000180025095e-35 3.7012257575988774 -0.023061223328113552 309.50000000000006 4.2835628986358651 -0.14526572823524472 2.2028847932815556 0.011066087987273933 -0.0019695265218615528 -0.18669027090072629 -0.0079985493794083578 -0.020319387316703793 0.4160588830709458 4.9732735157012948 0.68301269412040722 -0.014428916852921246 3.9010683298110966 -0.0051526764873415223 0.18061970174312594 -0.033559326082468026 -0.018653670325875279 0.0013391078682616355 -0.048559866845607751 0.071165259927511229 243.50000000000003 0.17407169938087466 7.0938198566436776 53.500000000000007 4.5858724117279062 -0.27996705472469324 0.35661505162715917 0.41785022616386419 0.12150787189602853 0.34148591756820684 -0.15501256287097928 0.45406930148601538 0.20764043927192691 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 8 12 31 32 7 30 9 38 -8 17 -4 -12 -10 -14 18 -7 -17 34 26 -22 23 -15 -25 -9 -11 -28 -27 44 -3 -5 -2 -16 -6 43 40 -38 -1 -40 42 -42 -37 -19 -30 -33 right_child=1 6 3 4 19 11 10 25 14 20 13 -13 15 22 33 16 -18 35 -20 -21 21 -23 -24 24 -26 28 27 -29 29 -31 -32 45 -34 -35 -36 36 37 -39 39 -41 41 -43 -44 -45 -46 -47 leaf_value=0.0038497765320332721 0.0045363356704556839 0.05795314160750268 0.011470445139349129 0.0050888057001644352 0.014590629200935732 0.094092685551870447 0.073976823351059859 0.017399836324983174 0.0025138360612384082 0.0095597267828768945 0.062028135703770179 0.046475560188451982 0.012941617992212764 0.052051741355379461 0.0053751604218745374 0.066414409714669401 0.023003411178307776 0.0056181064567585679 0.036269720530326767 0.0097066381366030796 0.012477518118887296 0.036374523630179879 0.02047437148218853 0.021363603467075946 0.04898465596418479 0.05652438505586841 0.039680017715857434 0.012917812229269569 0.034746417109274945 0.042680863722352851 0.011366860350113493 0.019867664618983295 0.012906988331374908 0.0028013179588377659 0.028969298186235611 0.068622651326245274 0.049110735252460576 0.018398318394827119 0.0069498396501987969 0.02274388433822663 0.012902409298312101 0.041872287025522717 0.012700898350052883 0.02249580501345139 0.012580530087985873 0.0058970020264387133 leaf_weight=20142 6070 46 674 20320 5172 20 152 494 108340 4608 174 234 280 364 36632 216 384 1224 422 8144 546 450 658 528 266 190 252 446 232 456 1796 730 1662 22088 478 28 190 286 1460 428 390 280 2510 298 336 564 leaf_count=5443 1749 11 165 5632 1252 4 30 117 32768 1124 35 49 66 72 9888 42 86 342 89 2170 115 93 143 110 51 37 54 111 52 94 432 179 441 6162 95 6 37 65 336 96 95 60 617 71 80 150 internal_value=0.00534718 0.0155843 0.00451663 0.00908569 0.00818094 0.0106772 0.0269533 0.0209518 0.0036424 0.00637282 0.0368853 0.016821 0.0252855 0.0340164 0.00317931 0.0324228 0.0377423 0.0154846 0.0465634 0.0122083 0.0131849 0.0233 0.0312998 0.0374281 0.030667 0.0299882 0.0112821 0.0226228 0.0350921 0.0310641 0.0125611 0.00561021 0.00633705 0.00440705 0.015812 0.0151646 0.017735 0.0307347 0.00442363 0.0105404 0.0157971 0.0250536 0.0133446 0.00893528 0.0216794 0.0137877 internal_weight=251660 18884 232776 37384 35408 13192 5692 3550 195392 28332 2142 5460 1976 1990 167060 1302 1022 5226 638 13794 6302 996 1816 1158 794 1708 5306 698 1214 1024 1842 21614 7732 58720 5650 5206 3684 476 22030 1888 3208 670 2538 1522 568 1294 internal_count=70916 4800 66116 9926 9478 3536 1264 823 56190 7372 441 1346 448 411 48818 283 217 1297 131 3517 1497 208 376 233 161 380 1289 165 263 226 443 5961 2190 16050 1347 1293 880 102 5875 432 778 155 623 413 132 329 is_linear=0 shrinkage=0.04 Tree=17 num_leaves=47 num_cat=0 split_feature=98 60 98 98 60 28 98 98 319 28 117 98 201 0 298 70 312 102 323 125 247 0 25 60 58 238 54 100 292 304 269 100 169 200 306 122 98 181 70 100 178 78 307 98 304 231 split_gain=3048.57 1617.98 555.653 519.314 373.672 347.683 198.444 114.364 122.541 95.6841 90.6314 86.3049 80.5264 78.4923 77.1508 75.5986 72.1192 64.0182 63.8219 106.841 75.1598 63.7856 62.5764 61.8537 58.4577 58.9467 50.9711 48.9734 45.4897 44.4085 56.666 55.1379 43.4242 49.3578 42.3748 46.0801 41.2917 40.716 38.6343 36.382 38.9388 35.141 57.808 34.4195 48.6103 34.2663 threshold=0.27416583895683294 1.0000000180025095e-35 0.61589598655700695 0.14115410298109057 1.0000000180025095e-35 0.80442953109741222 0.39004372060298925 0.45973347127437597 -1.0000000180025095e-35 0.78592070937156688 -0.0071137379854917518 0.071608699858188643 -0.015483670402318237 73.500000000000014 0.005706318188458682 1.4978661537170412 -0.0012141341576352713 0.11944459378719331 -0.0049924743361771098 -0.045480733737349503 -0.010665844194591044 108.50000000000001 1.0000000180025095e-35 1.2424533367156985 5.105656862258912 -0.016716946847736832 0.015519239939749243 0.028866607695817951 0.034365512430667884 -0.0015048914356157181 0.005048728547990323 0.028866607695817951 -0.11556410789489745 -0.00083212868776172389 -0.00019306271860841659 -0.029273639433085915 0.21993363648653033 -0.07191015779972075 0.89587974548339855 0.07752226293087007 0.0060949292965233335 2.3502402305603032 0.013735291548073294 0.15846465528011325 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78 102 201 255 102 270 66 47 39 223 0 252 66 0 198 58 31 58 201 66 55 186 57 289 312 0 20 split_gain=1343.26 625.079 503.57 253.606 265.467 227.894 191.073 189.893 132.313 129.113 117.704 131.391 93.7594 91.2462 149.887 102.889 89.3819 86.0044 84.259 82.5697 75.5108 74.0154 68.252 66.857 91.9976 65.6933 64.1814 62.8604 68.8637 62.3709 60.1751 58.6309 61.1033 56.7703 55.4596 52.8829 51.4171 48.6428 51.4911 62.0062 48.088 46.6578 46.286 44.5407 44.3101 43.2516 threshold=1.0000000180025095e-35 4.3502571582794198 5.4138731956481942 3.4336045980453496 276.50000000000006 3.113268375396729 3.3895285129547124 3.9346263408660893 0.21183083951473239 3.3148238658905034 1.0000000180025095e-35 6.9436047077178964 0.071165259927511229 0.80060240626335155 0.17163134366273883 0.062027376145124442 0.015083734411746265 237.50000000000003 153.50000000000003 1.4978661537170412 -0.28285568952560419 -0.012121584266424177 -0.097576666623353944 -0.2557698637247085 0.0085780173540115374 1.0000000180025095e-35 6.6777129173278817 0.5549425780773164 -0.08456364274024962 49.500000000000007 -0.0072443243116140357 1.0000000180025095e-35 54.500000000000007 0.020241792313754562 2.1316733360290532 0.3531909584999085 0.59111979603767406 -0.0035269726067781444 1.0000000180025095e-35 9.8651108741760272 -0.091731678694486604 4.5271940231323251 -0.055865976959466927 -0.00042710159323178226 107.50000000000001 -0.6035533845424651 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 6 4 22 16 10 -7 12 17 11 35 25 -5 15 18 21 -2 -15 -6 -10 30 -3 24 -11 29 33 28 -24 -8 -4 32 -12 -13 -34 -1 -37 38 39 40 -9 -31 -22 -35 -14 -46 right_child=1 3 5 13 19 7 8 37 20 23 31 26 44 14 -16 -17 -18 -19 -20 -21 42 -23 27 -25 -26 -27 -28 -29 -30 41 -32 -33 34 43 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 leaf_value=0.0041525858762996469 0.0050222456317525754 0.13897899082728796 0.046708961873553514 0.021885975826283873 0.027610049522000142 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11.999999999999998 984 9.9999999999999982 1352 268 11878 2050 222 3618 9540 428 49860 46252 258 17578 650 248 1634 2006 446 1572 3252 800 302 318 448 leaf_count=6275 2007 1 43 194 90 3863 1931 15 84 123 9478 158 329 202 67 96 82 528 109 63 2 230 3 352 62 3661 505 45 899 2576 90 15490 13610 57 4693 161 50 457 551 91 372 808 200 59 85 98 internal_value=0.00514266 0.0155279 0.00429953 0.024241 0.0182365 0.0100696 0.00368445 0.0087725 0.00640115 0.0092987 0.0031359 0.00558181 0.00593408 0.0330498 0.0372742 0.0328835 0.0229306 0.00714319 0.0276018 0.0406277 0.0195595 0.0188453 0.014081 0.0182204 0.0279023 0.00539182 0.0131317 0.0138503 0.0125788 0.00682803 0.0294057 0.0026848 0.00327159 0.0205279 0.00397475 0.00453388 0.0140477 0.0149192 0.0172507 0.0216567 0.0180363 0.00845569 0.012721 0.0297831 0.0142498 0.0218462 internal_weight=245458 18430 227028 7682 4570 21868 205160 19866 34464 10748 170696 26578 33284 3112 2256 1914 2002 8658 1450 714 1180 1626 3856 2090 738 31248 3238 3850 3628 19370 642 144118 94258 1188 63830 23340 898 5724 4090 2084 1638 12792 812 560 2036 766 internal_count=70945 4841 66104 1769 1101 5794 60310 5349 9774 3072 50536 7265 9488 668 474 407 445 2535 311 153 286 363 948 537 185 8976 779 947 902 5315 133 43271 27781 274 18303 6486 211 1486 1029 478 387 3384 202 116 512 183 is_linear=0 shrinkage=0.04 Tree=19 num_leaves=47 num_cat=0 split_feature=78 57 58 58 14 57 0 0 14 55 190 217 155 325 216 184 116 45 243 57 100 31 111 58 293 102 66 58 66 0 66 57 26 287 0 179 198 115 162 199 199 58 283 236 121 146 split_gain=1180.46 572.775 461.384 291.507 255.508 166.155 154.429 140.848 137.367 184.782 132.765 117.772 105.627 101.181 92.6301 92.3247 91.4483 87.2174 86.3804 112.68 81.0198 77.8149 73.1922 68.7609 67.6563 67.5911 71.8251 64.4399 76.169 72.4218 61.4669 60.9159 60.8961 83.5159 60.1244 57.8944 56.0526 53.4929 51.936 50.9164 53.2488 47.6178 47.4542 45.4413 43.8602 43.6657 threshold=1.0000000180025095e-35 5.4701652526855478 3.4115562438964848 3.4115562438964848 1.0000000180025095e-35 4.9452011585235605 120.50000000000001 319.50000000000006 1.0000000180025095e-35 6.9436047077178964 -0.14211094379425046 -0.045056514441967004 -0.11378905177116393 -0.02258043177425861 0.052555704489350326 -0.12926013022661206 0.015063080936670305 0.23420999199151996 0.013623581733554603 4.2835628986358651 0.18061970174312594 0.35757185518741613 -0.011988454498350619 0.59111979603767406 0.0027000783011317257 -0.023639217019081112 1.0000000180025095e-35 0.31038993597030645 1.0000000180025095e-35 53.500000000000007 1.0000000180025095e-35 4.0689902305603036 11.500000000000002 -0.006875446066260337 77.500000000000014 -0.1077689193189144 0.017021547071635727 -0.084427643567323671 -0.081361845135688768 0.076014060527086272 0.079221080988645567 3.8349584341049199 -0.02352163381874561 0.026830036193132404 -0.19762298464775083 0.038064936175942428 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 7 10 30 11 39 9 21 -4 -3 -13 -9 31 -14 24 -18 36 -20 38 -1 -22 -23 37 26 43 -10 29 -29 34 45 33 -33 -6 -15 -12 -8 -11 -2 -41 -17 -35 -7 -37 -5 right_child=1 6 4 14 5 25 16 13 27 20 18 12 15 35 -16 41 17 -19 19 -21 22 23 -24 -25 -26 -27 -28 28 -30 -31 -32 32 -34 42 -36 44 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 leaf_value=0.0039395442540468995 0.0041507017602324418 0.10200718332981241 0.14888879042405348 0.0087495726332994777 0.0044712730754102601 0.017044050453044982 0.057992033058746235 0.066616774837911868 0.0014024532351968259 0.025528849679925105 0.0079103629501805928 0.076039754152297981 0.10616117276643453 0.13434544154575892 0.046123044435707652 0.011805900929855222 0.067927882185660274 0.037991223294704217 0.011424806753240258 0.045602118786383213 0.014120353704956297 0.0078825389340932712 0.040842446360328667 0.030994191730779316 0.016424854725405138 0.008453130237852555 0.0095009158494046182 0.002211335391823375 0.0019001503937342787 0.0049009081477020188 0.0028627518375398159 0.046444000950277745 0.012265011879996391 0.047975996210511809 0.0092399413768457783 0.068764350877867808 0.023530159230619189 0.030250673306123341 0.0095669178199499893 0.031767814576146546 0.0090984165873568244 0.027016285047569175 0.020433994021206936 0.035113974971107534 0.016761517294146717 0.024139894209544047 leaf_weight=21362 4652 28 11.999999999999998 932 8632 2576 178 80 38914 360 794 52 18 5.9999999999999991 234 916 290 348 250 406 364 598 300 314 306 8410 2718 23428 40910 50666 10070 334 466 112 8302 26 686 308 3430 170 5644 516 934 244 762 432 leaf_count=6075 1436 6 2 256 2576 594 33 18 12659 86 205 10 3 1 55 236 55 74 61 89 78 151 72 59 71 2365 789 7028 12649 14141 3143 73 121 22 2191 7 161 70 841 47 1574 116 219 50 189 106 internal_value=0.00494406 0.0148747 0.00415646 0.0116575 0.00787512 0.00716939 0.0309339 0.00856081 0.00326919 0.00591615 0.0213202 0.0220763 0.0205194 0.0239795 0.0218486 0.0184773 0.0403888 0.0516838 0.0205342 0.0326144 0.013353 0.00442852 0.0262369 0.0158651 0.0312364 0.0107146 0.0141467 0.00280951 0.0032856 0.00405053 0.00533792 0.0200652 0.0248043 0.0290267 0.00680955 0.0196051 0.0151613 0.0405093 0.0110894 0.00727105 0.00976661 0.0173018 0.023426 0.0186194 0.0185623 0.013638 internal_weight=241490 17744 223746 14784 43100 40952 2960 11340 180646 26728 2148 1530 1502 874 3444 1450 1430 638 2136 656 4454 22274 664 912 792 13948 5538 153918 115004 74094 27004 3210 1846 1380 16934 794 1480 486 3790 10466 5814 1432 1046 2820 788 1364 internal_count=70863 4798 66065 4124 12226 11708 674 3272 53839 7362 518 371 365 215 852 355 303 129 516 150 1077 6285 150 210 174 3798 1433 46477 33818 21169 7910 797 435 314 4767 197 366 103 927 3057 1621 352 241 644 196 362 is_linear=0 shrinkage=0.04 Tree=20 num_leaves=47 num_cat=0 split_feature=98 14 98 98 28 14 98 98 99 131 98 221 28 154 102 149 148 296 134 70 26 197 0 198 152 200 98 98 98 281 211 282 3 41 171 99 26 78 304 128 273 200 128 102 69 26 split_gain=2789.54 1510.75 499.376 432.877 342.26 269.477 159.193 115.162 109.527 98.3118 106.573 96.2632 89.279 84.2444 78.8613 77.3103 77.2936 76.2936 68.8222 63.7045 60.9214 60.1071 58.6256 58.084 57.8713 57.5637 51.7385 47.0388 45.1021 42.3465 40.8899 39.6789 38.6958 35.5705 35.075 34.4355 35.6296 34.113 32.3125 30.8963 30.4969 30.1325 29.8767 29.4707 29.1433 32.2892 threshold=0.27416583895683294 1.0000000180025095e-35 0.61589598655700695 0.11581752821803094 0.83881792426109325 1.0000000180025095e-35 0.39004372060298925 0.17155205458402636 5.1503930091857919 -0.040773060172796242 0.45973347127437597 -0.0001700740467640571 0.96307659149169933 -0.050956375896930688 0.068880230188369765 -0.055656835436820977 -0.084808830171823488 0.00317402754444629 0.052038732916116721 1.4978661537170412 2.5000000000000004 -0.055711960420012467 155.50000000000003 0.0077266828157007703 -0.017285523936152455 -0.009705468546599148 0.29164510965347296 0.1733457297086716 0.061541128903627403 0.012913894373923542 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0.045037961477684865 0.07328806316697753 0.038738588270593864 0.05557030799882165 0.073356433772641755 0.0094950853130590217 0.021071374218080897 0.039846406026195935 0.03336030484388431 0.04865509295636522 0.048414214025637142 0.020369889683461279 0.01429724533450495 0.022135216980665104 0.0039485344633568261 0.047025941215387591 0.0075322284164650779 0.0081556279048011909 0.0063901426298957299 0.0024741307756729297 0.039611909549355055 0.013495999580970643 0.016553828787998767 0.0068017702742422968 0.039886139758723849 0.022747679846279824 0.03235374245150336 0.014451014346943845 0.020941153133332526 0.012311489803700889 0.025582112390578376 0.020575862082164335 0.0037289792495179557 0.019852151212767816 0.00097998383094349524 0.0094064615108072763 0.015381831956191026 leaf_weight=27338 158 684 252 8404 262 13094 408 382 462 212 230 304 144 238 4804 376 130 312 300 156 664 520 1570 34000 328 2832 7716 20090 63496 260 2098 1156 770 234 342 260 570 292 356 612 306 3616 354 31652 980 2694 leaf_count=10173 41 222 46 2110 57 4081 86 89 91 44 47 62 26 41 1348 92 27 62 60 30 138 118 327 9880 66 736 2104 5481 19228 56 489 268 229 49 89 46 119 74 84 144 67 1054 77 9922 260 625 internal_value=0.00480754 0.0156565 0.0307539 0.00306739 0.0266968 0.00533111 0.0107564 0.0103647 0.0374976 0.0339376 0.0388831 0.0537286 0.0149682 0.0553955 0.0141054 0.0307132 0.0132755 0.049426 0.0321022 0.0169732 0.0263843 0.0252588 0.0193144 0.00427682 0.0582076 0.011795 0.00767256 0.00485549 0.00156567 0.0246385 0.0149867 0.0189376 0.015125 0.0218086 0.0103801 0.0146169 0.0200913 0.00751838 0.0202127 0.0164886 0.0290019 0.00674355 0.00890691 0.0019771 0.0154802 0.0172773 internal_weight=236418 32678 8006 203740 6876 81254 24672 14070 2790 2328 1710 534 5374 1130 11826 520 4854 878 1176 6680 876 1216 4086 67184 566 4472 12846 54090 122486 1830 2256 1286 5464 1060 5146 1514 830 8696 618 4694 540 11332 3186 95148 4286 3306 internal_count=70565 8301 1711 62264 1496 22941 6590 3499 583 492 351 109 1315 215 3045 118 1197 169 242 1608 182 264 913 19442 107 1108 3545 15361 39323 383 530 295 1344 234 1437 387 165 2184 141 1115 116 3158 813 29150 1029 769 is_linear=0 shrinkage=0.04 Tree=21 num_leaves=47 num_cat=0 split_feature=98 14 98 98 60 98 98 98 102 237 98 291 98 58 200 26 100 161 118 66 0 3 0 66 58 325 295 230 112 78 128 192 58 98 213 17 102 253 312 0 291 148 25 140 196 90 split_gain=2580.23 1442.33 469.016 394.455 241.239 162.554 121.873 146.425 96.4847 140.697 71.354 109.017 71.2706 68.5822 64.3666 60.9098 59.8178 58.328 59.5543 55.8152 57.1508 55.6666 54.1596 54.844 53.788 50.0682 50.5387 48.8275 47.3361 46.7713 64.3142 45.7946 45.7745 43.87 43.4041 37.8453 37.3775 35.7869 37.9091 35.9216 35.2935 35.194 31.9534 42.3223 51.7693 31.4515 threshold=0.26206894218921667 1.0000000180025095e-35 0.61589598655700695 0.14115410298109057 1.0000000180025095e-35 0.39004372060298925 0.39004372060298925 0.53038090467453014 -0.24818302690982816 -0.0020771352574229236 0.28560030460357672 -0.012734502553939818 0.089949581772089018 5.105656862258912 -0.010377026628702877 1.5000000000000002 0.006494583562016488 0.013084926642477514 0.0015859492123126986 1.0000000180025095e-35 106.50000000000001 1.5000000000000002 75.500000000000014 1.0000000180025095e-35 4.2917141914367685 0.00076101077138446282 -0.00063994483207352449 -0.016562162898480889 0.011983921751379968 1.2424533367156985 -0.075939528644084917 -0.14734563976526258 4.10915231704712 0.54195025563240062 -0.0274068359285593 6.5000000000000009 -0.10688110068440436 -0.008085543289780615 -0.037265999242663377 297.50000000000006 -0.01649176329374313 -0.091508034616708742 1.5000000000000002 -0.065384522080421434 0.030539538711309436 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 12 16 36 10 8 9 -8 11 -2 -1 21 -10 -12 45 18 -4 20 -14 28 -6 42 33 35 -27 -16 -7 -17 -31 -30 37 -9 -32 -15 -3 38 -18 -39 -34 -33 43 44 -24 -5 right_child=1 5 17 4 22 13 7 24 14 -11 15 -13 19 25 27 29 32 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 31 30 34 41 40 -35 -36 -37 -38 39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.0010903084248264161 0.065035581701230388 0.010143372357944528 0.056829172191077734 0.0060142447706506312 0.003069251699407255 0.010808604776405346 0.03077516056510261 0.028909821683730824 0.059722742577758406 0.069927241182107761 0.038814398452052194 0.024560158621494802 0.0024008222335923459 0.026439811217642967 0.044406739781300227 0.015738849928650191 0.040588608868755739 0.064970178989220126 0.033720755944325442 0.0010528576759099878 0.0052094031839818146 0.0051218791041929262 0.011827350083713911 0.0037016379004786337 0.040227144207147986 0.017802896020700443 0.039486910412414374 0.01849948552842149 0.078686076904598043 0.052852963292321496 0.042573326441148918 0.028458473444378751 0.042394792043669208 0.013580850011742727 0.015678079685406913 0.0093673032878428663 0.0058524073089741262 0.0083459115229051212 0.01641554585697064 0.020971036548438553 0.018823500882435503 0.015245326651301959 0.0059751789766005602 0.0081402435254914352 0.031829068229301746 0.013396653546661313 leaf_weight=80344 140 4942 386 2874 18794 4716 256 514 108 352 240 446 27192 314 164 2884 110 420 344 19434 20210 1444 830 10466 254 326 370 406 18 128 122 352 156 720 450 616 9496 2084 1740 436 298 3952 8774 4682 276 1362 leaf_count=27052 32 1283 71 771 5747 1236 50 93 24 68 50 107 8218 73 34 682 23 80 70 5991 5575 448 213 3185 51 83 89 97 3 26 27 80 34 164 103 174 2716 530 420 102 73 990 2363 1227 68 325 internal_value=0.00470817 0.0147473 0.0292635 0.00295782 0.0059209 0.0101891 0.0254603 0.0320353 0.0419267 0.0535198 0.0213182 0.0343244 0.00189315 0.0136073 0.0314671 0.0193167 0.0118624 0.0529791 0.0460008 0.00285822 0.00359835 0.0124192 0.00469228 0.00591087 0.0234643 0.0212534 0.0293704 0.0260182 0.0135844 0.0180005 0.027283 0.0166101 0.0149087 0.0199841 0.0214788 0.0151538 0.00732177 0.0136468 0.017874 0.0105377 0.0269983 0.0163323 0.00749833 0.00980583 0.016843 0.00839051 internal_weight=234942 34880 8334 200062 52882 26546 7184 2774 1286 608 4410 586 147180 12108 678 3824 9060 1150 730 66836 47402 10482 43822 25028 1488 1626 696 570 9038 3584 700 4322 4824 1234 572 930 14438 4370 1850 2520 454 4304 14562 5788 1106 4236 internal_count=70921 9004 1829 61917 15081 7175 1608 581 273 118 1027 139 46836 3176 155 888 2278 221 141 19784 13793 2757 12803 7056 308 419 172 131 2309 838 156 1073 1182 257 130 247 3999 1075 443 632 107 1070 3871 1508 281 1096 is_linear=0 shrinkage=0.04 Tree=22 num_leaves=47 num_cat=0 split_feature=78 55 58 3 200 14 57 14 57 0 31 317 35 170 40 232 58 0 57 58 245 58 31 122 57 161 56 58 102 70 102 258 35 56 183 280 58 199 100 58 288 285 57 200 58 176 split_gain=995.576 519.34 430.557 224.296 158.348 189.55 149.107 145.493 190.021 144.745 142.234 150.654 145.324 134.127 91.6726 109.889 88.4748 88.1483 83.5184 83.1827 74.5278 71.1833 69.8425 68.6489 76.6222 64.8156 64.07 93.8777 63.9469 65.5403 56.4219 55.444 53.8977 47.8648 47.547 47.2043 46.2492 44.5401 42.3537 40.8713 39.9209 43.4834 38.6383 37.9954 43.7611 36.5828 threshold=1.0000000180025095e-35 7.6051435470581064 3.9346263408660893 1.0000000180025095e-35 -0.0040590432472527018 1.0000000180025095e-35 6.0856370925903329 1.0000000180025095e-35 4.9938225746154794 145.50000000000003 0.29021422564983373 0.0043571775313466796 0.31314985454082495 -0.031206010840833184 0.12796715646982196 -0.076044324785470949 2.5442053079605107 329.50000000000006 4.3241107463836679 2.0680500268936162 -0.033318562433123582 0.41785022616386419 0.38037045300006872 0.067943844944238677 5.0906732082366952 0.056234538555145271 4.1026091575622567 3.8349584341049199 0.11944459378719331 1.2424533367156985 0.17782387137413028 0.018963041715323928 0.38083836436271673 3.3842465877532963 -0.032268512994050973 -0.03096854034811258 0.69357362389564525 0.22887821495532992 0.18061970174312594 1.9801974892616274 0.0051933024078607568 -0.01719282008707523 5.1387310028076181 -0.0089020798914134485 5.2035815715789804 0.012913862243294718 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 7 18 5 10 28 8 21 39 12 -12 13 -3 -10 -16 32 25 -4 -9 -20 -1 36 40 -25 -18 -6 -28 29 -5 42 -22 37 -31 -15 -17 -23 -11 -38 -2 41 -14 -21 44 -8 -40 right_child=1 4 3 6 26 -7 43 19 14 16 11 -13 23 34 15 35 17 -19 20 30 31 22 -24 24 -26 -27 27 -29 -30 33 -32 -33 -34 -35 -36 -37 38 -39 45 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.0037278354902044067 0.0020577180818616269 0.070462972014922229 0.010138530337463331 0.0063858218993034926 0.0090133752332179143 0.007172335922789346 0.017712710933858712 0.0019670973799537231 0.042150502568616514 0.0076286028579846624 0.061092146578970601 0.024419586535704096 0.041890115910610613 0.049922482671380851 0.1730498504638672 0.038720868782609955 0.014307384954040483 0.049188937831320161 0.05158954259342776 0.004065155911677912 0.018829809043750818 0.015438684317344091 0.027467083471720336 0.01512554656414059 0.046080055608674217 0.040306603416481755 0.0093924056545823739 0.038017758130618973 0.0038733477721254184 0.01009369542584997 0.002299538978045391 0.039299296882682133 0.029232300334807598 0.020763982170469136 0.02208241395921149 0.01238756267566409 0.004325398807140857 0.026352612524402932 0.007559099221624524 0.0082709151665795681 0.0082479029190457038 0.018704190898111792 0.0070201640382451316 0.013235222961244394 0.039000361312456905 0.026366614447091288 leaf_weight=18146 3644 202 778 8444 1394 626 564 96554 220 2570 452 300 150 146 5.9999999999999991 116 870 180 166 32078 1022 1026 304 210 332 186 370 364 9404 2544 24708 268 230 916 306 1638 3730 220 414 3166 500 950 9088 2084 214 276 leaf_count=5441 1200 47 217 2542 371 189 134 31063 44 795 90 64 35 33 1 26 235 38 37 9663 245 257 70 49 66 51 103 78 2978 690 7548 60 51 204 75 395 1097 50 119 891 130 227 2536 562 45 70 internal_value=0.00457458 0.0137859 0.00382941 0.00861284 0.022951 0.0274791 0.00749139 0.00315863 0.00594431 0.00856477 0.031059 0.046514 0.0268871 0.0433922 0.0178497 0.0147898 0.0143509 0.0233648 0.0207373 0.00271482 0.0263897 0.00495714 0.00883527 0.0218299 0.0341366 0.0189206 0.0140605 0.0236205 0.00633939 0.00828705 0.00381073 0.0231095 0.0106553 0.0129237 0.0311654 0.0141502 0.00779037 0.00911396 0.00601191 0.00494705 0.0176423 0.0219011 0.00471767 0.0160629 0.0236107 0.0151094 internal_weight=232076 17368 214708 26404 6302 4174 24170 188304 25876 11066 3548 752 2796 654 1980 1760 4256 1236 2234 162428 1456 23896 5750 2142 542 1056 2128 734 21308 11904 65874 1290 3020 3460 452 1754 5446 2790 4420 6810 1600 1100 41166 2862 778 690 internal_count=70912 4868 66044 7714 1557 1005 7155 58330 7520 3311 816 154 662 155 466 422 1220 324 559 50810 342 7054 1613 507 115 286 552 181 6414 3436 19747 305 896 894 108 421 1543 845 1286 2091 392 262 12199 741 179 189 is_linear=0 shrinkage=0.04 Tree=23 num_leaves=47 num_cat=0 split_feature=98 14 98 98 60 29 98 98 246 221 201 55 70 142 154 98 166 26 45 69 130 66 122 102 106 170 160 102 100 3 0 25 0 103 198 290 148 0 66 98 292 66 69 314 250 295 split_gain=2297.34 1188.68 399.735 399.113 256.915 153.239 187.965 151.304 141.981 85.1992 84.358 87.7346 84.1525 74.5037 73.0362 70.4415 62.9778 60.9501 93.2447 59.4685 53.9791 50.953 49.5113 48.849 50.3642 61.9033 75.2071 47.7514 45.2597 45.1644 45.5954 50.8586 44.4776 44.0139 41.7836 41.1041 40.8041 37.7586 36.8658 36.2549 37.6071 34.8298 33.497 32.954 32.8561 32.7687 threshold=0.26206894218921667 1.0000000180025095e-35 0.61589598655700695 0.14115410298109057 1.0000000180025095e-35 0.088335335254669203 0.36848169565200811 0.39004372060298925 -0.0038064786931499834 0.0074987930711358794 -0.015592834912240503 7.3208577632904062 1.4978661537170412 0.0066130189225077638 -0.037480205297470086 0.084080018103122725 -0.020991802215576168 4.5000000000000009 0.23125494271516803 2.3755387067794804 -0.087565399706363664 1.0000000180025095e-35 0.07769112661480905 -0.26389130949974055 -0.032302156090736382 -0.075202487409114824 -0.067229893058538423 0.28198847174644476 0.0043003370519727477 1.5000000000000002 66.500000000000014 2.5000000000000004 54.500000000000007 -0.036470677703618996 0.022461622022092346 -0.0086906272917985899 -0.010646513663232325 102.50000000000001 1.0000000180025095e-35 0.1733457297086716 0.031375383958220489 1.0000000180025095e-35 2.421379923820496 0.020243068225681785 -0.0040468990337103597 0.010068302974104883 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 15 10 6 22 37 -8 14 11 -5 29 -13 -4 -1 -16 18 -7 20 -14 32 -2 24 -19 -26 -27 41 -12 30 -9 33 -17 -32 45 36 -22 -3 -39 -30 43 -6 -34 -41 -10 -35 right_child=1 7 9 4 27 17 8 12 44 -11 28 13 19 -15 16 21 -18 23 -20 -21 35 -23 -24 -25 25 26 -28 -29 39 -31 31 -33 42 34 -36 -37 -38 38 -40 40 -42 -43 -44 -45 -46 -47 leaf_value=0.00080527123079861165 0.018319183890937379 0.0053112576622809486 0.079932564374278578 0.013448075282037134 0.0062088019905671603 0.018190662598114277 0.065210197848241655 0.0089897605440277459 0.045580960158358289 0.034664695701815865 0.0065336795136151241 0.018201101080665732 0.043229725290567449 0.045016239140194411 0.032480571127649564 0.001596149841482791 0.061287605345422914 0.015696270129013205 0.045488884468000944 0.0082653365432808958 0.042529443469537603 0.00094690277775329331 0.036228252872604887 0.013929572577566503 0.061904092547648094 0.055240314839300045 0.021119601485626506 0.0019004707046207418 0.0081996374698230564 0.0052918765505805092 0.012246445144899445 0.01166321553244251 0.0045275452421306081 0.015336089220213433 0.037459169202589682 0.016812667107615985 0.019888302272358029 0.012307335631964044 0.0061056189514405289 0.013009524025370003 0.033904473505649575 0.0035669736059756904 0.0009484065579184964 0.0310423536269375 0.023818954730906141 0.031217252417289707 leaf_weight=68630 932 7930 186 1432 21428 468 390 3050 186 384 3318 350 194 318 200 17680 326 834 352 548 238 21834 338 2182 84 120 736 8674 1412 1542 726 2662 31132 650 308 1186 280 3368 2822 1620 182 12736 4834 180 286 308 leaf_count=23735 216 2337 35 338 5992 112 79 885 35 76 889 83 41 71 42 5670 63 189 74 160 53 6919 67 517 18 26 174 2799 372 499 195 693 8888 157 64 279 58 816 865 416 43 4008 1691 42 65 66 internal_value=0.00447712 0.0141044 0.0275712 0.00281402 0.00583087 0.0240042 0.0329255 0.00992758 0.0473428 0.0500118 0.0120507 0.019048 0.0132932 0.0310146 0.0582287 0.00173273 0.0504168 0.0200156 0.0299501 0.0198926 0.0232436 0.002576 0.0231103 0.0179494 0.0228831 0.029236 0.0259618 0.00455117 0.00985893 0.0115454 0.0127962 0.0152883 0.00323901 0.0201244 0.0246289 0.0209442 0.0303529 0.00713994 0.00948144 0.0131068 0.0165969 0.00522409 0.00404653 0.014829 0.0324729 0.0204692 internal_weight=229576 33816 8004 195760 51650 6908 2132 25812 862 1096 8812 2100 11692 668 712 144110 526 4776 820 2446 1898 75480 1270 3956 1774 940 856 42838 6712 9246 7704 4654 53646 1992 1266 1704 518 14120 6190 3394 1982 34164 35966 1800 472 958 internal_count=70912 8956 1788 61956 15053 1572 462 7168 179 216 2254 492 3150 154 140 46903 105 1110 186 591 431 23168 283 924 407 218 200 12799 1762 2559 2060 1175 16249 482 287 390 111 4018 1681 873 501 10000 10579 458 100 223 is_linear=0 shrinkage=0.04 Tree=24 num_leaves=47 num_cat=0 split_feature=72 55 57 102 57 26 62 201 57 35 39 27 153 199 198 129 55 196 27 198 188 299 148 201 66 70 198 54 199 35 57 149 178 48 104 154 35 176 57 212 180 153 256 54 262 66 split_gain=799.062 585.418 258.039 250.123 164.666 116.095 102.994 99.9492 98.9869 121.538 97.7163 88.3876 123.471 84.9992 82.6488 91.8343 70.9766 61.6876 61.3552 60.2303 74.6025 60.1484 69.0756 59.1129 55.3468 49.3725 48.7612 48.7573 48.6455 48.3416 47.8693 47.8235 49.102 44.0049 43.6859 41.8135 39.2342 37.1489 35.3935 34.4906 33.6991 61.4424 42.7479 32.6068 32.1232 34.7061 threshold=1.0000000180025095e-35 7.0609052181243905 4.9593360424041757 -0.20774538069963452 5.6886675357818612 14.500000000000002 7.0971350669860849 -0.011123340111225842 5.6112999916076669 0.27895374596118933 0.36484904587268835 18.468269348144535 0.01299575623124838 0.22887821495532992 0.017114305868744854 -0.11639709770679472 9.1025881767272967 -0.053180951625108712 1.4282754659652712 0.01345129916444421 0.073923818767070784 -0.0088476650416851026 -0.063234720379114137 -0.0086001134477555734 1.0000000180025095e-35 0.89587974548339855 0.019228236749768261 0.061887450516223914 0.076014060527086272 0.39523096382617956 6.3724658489227304 0.043566031381487853 0.061760067939758308 2.6735538244247441 -0.10005201399326323 0.081860080361366286 0.37594439089298254 -0.1359884366393089 4.1971738338470468 -0.0017699406016618011 0.017598930746316913 -0.15359482914209363 -0.055370187386870377 0.052333742380142219 -0.0033573554828763004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 8 13 23 14 18 11 -10 21 19 -13 28 34 -16 17 -17 -1 43 31 22 -11 30 26 -9 -7 -20 -2 -30 44 38 39 -32 -5 -19 37 -28 -21 -33 41 -40 -43 -3 45 -4 right_child=1 3 5 6 -6 24 -8 25 9 10 -12 12 -14 -15 15 16 -18 35 27 20 -22 -23 -24 -25 -26 -27 36 -29 29 -31 33 32 -34 -35 -36 -37 -38 -39 40 -41 -42 42 -44 -45 -46 -47 leaf_value=0.0030342529922234825 0.0024946170501443238 0.0054862421834664075 0.02225158757445907 0.027167400306349166 0.04678466368174436 0.0055321710577942449 0.0031898052684565577 0.0015176391382865581 0.064157987433849581 0.063454785959855209 0.042542060884459998 0.016245171572186558 0.053285187412520731 0.024939273011192108 0.053405705537796021 0.032767133315404255 0.034951958432273091 0.0084516567596351483 0.0048510436695918977 0.0086180876917924202 0.041135778235642552 0.014646381743730674 0.024938162648220935 0.0073373325185291651 0.0028632816724881234 0.0034470087565827935 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0.0051038 0.014184 0.0201084 0.0180162 0.0146466 0.0040912 0.0168888 0.0197285 0.0211469 0.0323752 0.0103598 0.00504561 0.00203611 0.00708528 0.00568425 0.00471052 0.00676372 0.0135468 0.0179309 0.0264235 0.0237102 0.00958356 0.0113708 0.0119736 0.0098763 0.0147876 0.0211529 0.0191608 0.0240667 0.0229867 0.00883827 0.0119654 0.016393 internal_weight=227126 31092 196034 13492 17600 29726 6754 166308 6738 1936 1786 4802 580 17448 4858 2122 1998 1668 58312 4222 3120 1324 484 9828 19898 107996 10284 23256 17110 8880 4782 2880 776 642 2736 1414 2478 2114 2104 612 1230 794 788 1102 4140 1606 internal_count=70949 9144 61805 3598 5546 8833 1887 52972 1711 456 427 1255 140 5510 1275 515 487 416 17758 1115 820 336 114 2804 6029 35214 2786 6810 5435 2732 1277 762 196 159 760 357 597 519 566 158 309 197 196 295 1118 431 is_linear=0 shrinkage=0.04 Tree=25 num_leaves=47 num_cat=0 split_feature=98 60 98 98 98 28 28 60 221 99 78 66 158 323 55 98 102 319 305 1 37 69 149 99 149 102 202 253 66 28 1 111 311 183 98 66 58 1 255 307 155 122 57 243 180 169 split_gain=2054.18 1134.68 434.115 227.284 158.719 156.315 152.174 122.139 105.333 103.394 95.8566 71.2349 67.7128 120.466 62.4798 61.1304 59.5345 59.3751 86.7876 58.6042 56.5044 55.9011 55.4294 55.1368 47.685 46.3849 53.41 77.2404 46.3478 46.2154 45.0393 46.1 52.1999 69.049 44.7855 43.8502 39.4301 38.9795 37.5013 37.443 35.8681 35.2277 34.6542 71.1964 43.4385 32.7424 threshold=0.21993363648653033 1.0000000180025095e-35 0.39004372060298925 0.11581752821803094 0.39004372060298925 0.71470099687576305 0.86141595244407665 1.2424533367156985 -0.0034194957697764035 5.1503930091857919 1.2424533367156985 1.0000000180025095e-35 0.046196576207876212 -0.0061020164284855119 9.8651108741760272 0.17155205458402636 0.18166351318359378 -0.00053032560390420247 -0.0011749949189834295 4.6491756439208993 0.09154804423451425 2.3543865680694585 -0.13588805496692655 4.9801702499389657 -0.010541135445237158 -0.28285568952560419 -0.015217555686831473 -0.0083149666897952539 1.0000000180025095e-35 0.87535309791564953 3.2769666910171513 0.0039497658144682654 0.00053810258395969879 -0.0015880288556218145 0.061541128903627403 1.0000000180025095e-35 4.7119412422180185 3.5408543348312382 -0.017453531734645363 0.018141346052289013 0.12782176584005359 0.038394190371036536 3.5408543348312382 -0.088131871074438081 -0.025633592158555981 -0.11556410789489745 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 34 16 20 19 15 10 12 24 14 29 -14 21 40 35 18 -10 -2 -4 23 -21 30 -7 26 -17 -28 37 -8 -6 32 -32 -34 -1 -3 -25 -9 -19 -27 -5 -22 44 -44 -24 -13 right_child=1 4 5 7 11 8 9 28 17 -11 -12 45 13 -15 -16 25 -18 38 -20 22 41 -23 42 36 -26 39 27 -29 -30 -31 31 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 leaf_value=-0.00024046378372566402 0.0068221919905033356 0.0096632148072197856 0.042938662182401728 0.0058317603260762416 0.0023289072058086313 0.027034591226686132 0.035403042114697969 0.00088401905884628331 0.060643081200108223 0.050497112223693047 0.064316958817791883 0.025575295415946418 0.061505297184323467 0.02176470651727198 0.02793929068244733 0.010788872065708 0.0035311136125972214 0.041813246448834739 0.029779403597604684 0.060797716617584235 0.012817237261274815 0.0044686220828632764 0.039093382707456263 0.0097013710837676771 0.049563525276156595 0.0075754686387072062 0.053730595867760134 0.018503420274520923 0.0017874715879258832 0.015742516689665125 0.019370329879940511 0.015199225866279238 0.018786258833825321 0.04824150151209753 0.0016305113340737924 0.0052609487667410375 0.028802973367871451 0.0048102599932246066 0.021722391265326803 0.025095121013969858 0.022549227837702676 0.027809838829669614 0.14005284990583147 0.012091254356125125 0.015209841846643131 0.0079451779748953739 leaf_weight=26504 1738 9058 188 7864 228 274 220 4698 254 230 436 174 178 390 542 444 7444 194 350 44 604 886 204 2354 346 1692 150 298 18772 1472 748 1178 222 304 89912 6038 186 29164 656 220 210 432 5.9999999999999991 1468 306 4750 leaf_count=10160 491 2373 40 2118 78 65 44 1631 51 51 84 51 37 83 115 124 2326 39 75 12 140 273 40 609 71 452 35 69 6258 352 182 291 49 60 29246 1917 49 8538 138 56 51 82 1 366 73 1425 internal_value=0.00415097 0.0118874 0.0237429 0.00225464 0.00841481 0.0345362 0.0172963 0.00417937 0.0402554 0.0249687 0.0498955 0.0122229 0.0223495 0.0343048 0.0149244 0.00803777 0.0064593 0.0332246 0.0428373 0.0122181 0.0227849 0.0137647 0.0168368 0.0153414 0.0396668 0.0131259 0.0206572 0.0303916 0.00338181 0.0183183 0.0193452 0.0209259 0.026205 0.0358691 0.00120455 0.00790289 0.0111109 0.00426558 0.0263516 0.00960339 0.00626931 0.0190898 0.0158317 0.0127067 0.0248211 0.00857324 internal_weight=224030 44102 9990 179928 34112 3734 6256 63512 2510 2490 1056 11572 2260 568 6648 10878 22540 1454 604 3766 1224 6106 2028 5220 620 2804 892 448 52634 1692 2680 2452 1274 526 116416 15096 2540 33862 850 1912 8074 1036 1984 1474 510 4924 internal_count=70871 12133 2335 58738 9798 785 1550 19332 523 567 220 3182 516 120 1706 2905 6616 303 126 983 262 1591 492 1318 136 736 228 104 16427 396 660 582 291 109 39406 4290 658 10169 177 508 2169 222 480 367 113 1476 is_linear=0 shrinkage=0.04 Tree=26 num_leaves=47 num_cat=0 split_feature=98 14 98 28 60 98 98 29 262 28 98 244 323 141 0 105 104 35 98 31 3 0 26 66 0 282 0 66 137 123 70 171 50 183 302 242 28 141 116 139 221 298 98 262 135 201 split_gain=1850.89 906.524 355.585 266.603 232.264 156.367 110.628 110.12 118.181 91.8942 94.2632 94.7689 91.8887 116.698 90.3926 88.2574 87.7367 68.1005 60.1098 58.8855 54.7577 59.507 57.6975 49.2787 50.224 47.3287 45.6402 46.547 41.7536 41.6119 40.9016 40.4564 38.8446 33.7587 50.4576 43.3693 40.651 48.1821 33.5639 33.3613 33.6285 33.2498 29.882 28.1847 38.9279 28.1191 threshold=0.27416583895683294 1.0000000180025095e-35 0.14115410298109057 0.7392621934413911 1.0000000180025095e-35 0.45973347127437597 0.45973347127437597 0.037152059376239784 0.00093850394478067767 0.93114224076271068 0.15846465528011325 0.0073395338840782651 -0.0049924743361771098 -0.020715948194265362 155.50000000000003 0.049671811982989318 0.030254622921347622 0.33471615612506872 0.066066682338714613 0.30583527684211737 1.5000000000000002 41.500000000000007 9.5000000000000018 1.0000000180025095e-35 54.500000000000007 -0.040356876328587525 79.500000000000014 1.0000000180025095e-35 -0.028072725981473919 0.1188369244337082 1.2424533367156985 -0.063847377896308885 2.481545209884644 0.0053060948848724374 -0.027036198414862152 -0.010419860016554592 0.87017944455146801 -0.032872203737497323 -0.19010284543037412 -0.014569764025509356 -0.017131092026829716 0.0010016994201578202 0.1148311346769333 -0.0037389723584055896 -0.035648953169584267 -0.019918276928365227 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 18 14 9 12 30 -7 15 29 -11 32 13 -5 -2 -9 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0.026603454451220976 0.050107326220814923 0.010567731222110008 0.013166736028205728 0.053028928582964381 0.025997638609729895 0.015241458948242336 0.011233229649068763 0.017373962587982166 0.0084907947358048904 0.0049239550150928842 0.011911129991402734 0.017717576783281678 0.0074481778240569497 leaf_weight=34936 1724 10272 626 348 19646 264 2074 580 226 426 452 180 240 178 68 432 292 388 23992 240 1446 152 3722 30610 36770 154 13590 10058 356 370 3104 18 354 118 334 210 152 356 1240 860 356 280 12890 560 368 5826 leaf_count=12994 440 3152 161 82 6277 56 627 116 65 131 124 48 48 39 14 84 66 84 8080 44 463 34 953 10179 11751 35 3831 3239 86 89 812 3 87 23 93 53 32 86 294 232 88 76 3771 136 86 1563 internal_value=0.00401388 0.0131581 0.00255398 0.0253614 0.00537282 0.031853 0.00926576 0.0404501 0.0365161 0.0112944 0.0196359 0.0250641 0.0250117 0.0352592 0.0164526 0.0449205 0.0392905 0.0226134 0.0014989 0.0240412 0.0124993 0.0137461 0.015692 0.00198005 0.00254067 0.0202478 0.00416813 0.0053519 0.0234422 0.00929051 0.00690075 0.0189587 0.0166947 0.0203451 0.0253422 0.0225194 0.0280567 0.034174 0.0160639 0.0160558 0.0241819 0.0189339 0.00326669 0.0181783 0.024866 0.00831621 internal_weight=221838 30540 191298 7384 52100 4270 23156 1890 1626 8806 1704 1278 2380 882 3114 1012 472 614 139198 1390 9780 8334 6260 104262 73652 1150 43294 23648 534 7102 13376 1498 806 2538 1170 1052 718 508 1258 1368 508 650 49660 1082 522 6452 internal_count=70827 8360 62467 1712 15692 957 6648 405 349 2345 456 325 552 207 755 200 114 149 46775 315 2684 2221 1594 33781 23602 271 13347 7070 125 1889 3964 345 211 641 287 264 171 118 297 354 122 165 15522 257 121 1724 is_linear=0 shrinkage=0.04 Tree=27 num_leaves=47 num_cat=0 split_feature=98 62 98 98 28 14 98 190 99 287 232 198 197 241 303 198 0 98 28 253 66 153 0 101 28 208 0 195 66 0 192 131 234 235 187 304 325 203 0 66 262 272 207 66 254 111 split_gain=1754.29 923.245 272.177 261.014 249.279 172.154 118.111 113.146 93.6979 77.7551 84.289 93.4554 71.8365 67.6624 66.5214 62.1112 60.5906 58.1173 54.4009 54.5133 53.7779 53.0051 47.219 47.0081 46.2818 47.4959 58.1441 45.8146 43.3203 47.4691 42.9298 45.0002 77.2039 41.8998 41.229 58.882 43.9086 44.3457 38.3724 42.8501 38.2551 43.6209 36.9537 35.9032 39.7615 32.7076 threshold=0.25100150704383856 1.4978661537170412 0.14115410298109057 0.5667022466659547 0.86141595244407665 1.0000000180025095e-35 0.45973347127437597 -0.14211094379425046 5.1503930091857919 0.0093974252231419104 -0.002107491134665906 0.01200779899954796 -0.049619989469647401 -0.087003201246261583 -0.0060398660134524098 0.013036915101110937 155.50000000000003 0.071608699858188643 0.77097102999687206 -0.031848061829805367 1.0000000180025095e-35 0.080815456807613387 95.500000000000014 0.020632631145417694 0.83286777138710033 -0.00096494343597441901 135.50000000000003 -0.10919087752699851 1.0000000180025095e-35 58.500000000000007 0.010469200089573862 0.055874681100249297 -0.065786033868789659 -0.0010739527642726896 -0.015928505919873711 -0.038603331893682473 -0.02511184103786945 -0.061137674376368516 33.500000000000007 1.0000000180025095e-35 -0.00035007165570277715 -0.015137051697820423 -0.00037209919537417585 1.0000000180025095e-35 -0.0030950879445299502 0.1588154733181 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 17 4 7 15 28 -2 9 10 11 -6 -5 -9 -14 -4 45 -1 -17 -20 22 40 -19 -13 -8 30 -27 -28 29 -3 -26 32 -32 -16 35 -21 -37 -38 -7 -40 41 -18 -12 44 -34 -15 right_child=1 6 5 12 8 38 24 13 -10 -11 42 23 14 16 33 18 21 20 19 34 -22 -23 -24 -25 25 26 27 -29 -30 -31 31 -33 43 -35 -36 36 37 -39 39 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.00034582094346989411 0.13344894996056192 0.0046377480006160494 0.0051779929124481728 0.061381980756144497 0.060060816142294145 0.0007945110718158262 0.0076422313016563295 0.12486547165446812 0.049873130602302487 0.043947146567199329 0.021257758852097759 0.011855099736274357 0.050130099438641169 0.0095652016292506869 0.037890820259339791 0.0083036888517105147 0.039054256048784305 0.0017105338393046279 0.031035414504367306 0.069196770435724503 0.00059200024936322752 0.038175157253878024 0.0038800242812379766 0.036406943821783298 0.013297193576228598 0.0078072018049961094 0.055100979553718191 0.016385840599325078 0.0040513598273930525 0.010430455192357578 0.12442020709698018 0.0099429394821239758 0.043902567194245672 0.017199819061428204 0.01059955331381781 0.046367913386401005 0.096052173430269422 0.015064500911702906 0.0055458667827722775 0.0026513443351435634 0.010133264662197454 0.018375182807585648 0.0032127640478835334 0.015751838321181041 0.023271140614901032 0.025960125391122323 leaf_weight=46692 11.999999999999998 3626 2540 230 170 5432 2688 7.9999999999999991 384 396 556 222 364 2326 350 2440 208 34924 356 38 27358 236 29708 288 1568 2826 50 1330 6600 6034 11.999999999999998 316 256 288 1698 84 9.9999999999999982 836 20904 13452 628 770 270 354 370 212 leaf_count=16828 2 1087 720 45 35 1922 770 2 82 86 128 53 74 611 73 656 38 11638 88 9 9201 52 9230 60 412 837 11 329 2172 1607 2 88 52 68 451 20 3 208 6098 4468 160 177 77 103 83 54 internal_value=0.00391492 0.0122782 0.00239229 0.0242379 0.0211145 0.00499554 0.00863946 0.0155413 0.03183 0.0281629 0.023986 0.0344136 0.0411575 0.0151885 0.0364585 0.0103487 0.0149598 0.00149518 0.0127518 0.0163393 0.00207856 0.0204834 0.00270778 0.0257638 0.0121156 0.0138122 0.0110983 0.0178274 0.00655015 0.0082568 0.0177759 0.0231305 0.0273171 0.0285922 0.014366 0.0209551 0.0189117 0.0161341 0.00391871 0.00441263 0.0178615 0.0228086 0.0153703 0.0260025 0.0317648 0.0109444 internal_weight=220420 33948 186472 7918 6686 47790 26030 4400 2286 1902 1506 680 1232 4388 1002 8002 4380 138682 5462 3022 91990 1842 64632 510 9770 7082 4206 1380 16260 9660 2876 1308 992 638 2666 968 930 846 39788 34356 1606 978 826 980 626 2538 internal_count=70970 9430 61540 1877 1617 14643 7553 1096 521 439 353 148 260 1094 215 2155 1092 46897 1435 779 30069 427 20868 113 2687 1917 1177 340 4866 2694 740 328 240 141 691 240 231 211 12488 10566 375 215 205 238 135 665 is_linear=0 shrinkage=0.04 Tree=28 num_leaves=47 num_cat=0 split_feature=98 62 98 98 28 28 98 1 14 147 315 54 211 1 27 39 102 66 1 28 321 255 232 184 129 293 105 242 147 108 102 17 290 103 98 1 122 150 304 271 262 50 207 194 129 105 split_gain=1752.7 952.687 337.523 183.251 142.596 135.859 135.588 119.631 119.312 106.475 100.627 98.4347 96.5236 84.5928 65.4871 60.7234 59.7371 58.7266 73.3717 55.4655 61.5899 50.4039 49.9871 49.9667 47.4763 47.3665 45.6513 40.3322 55.5847 38.5377 37.649 36.7503 38.7447 36.8103 35.2767 35.1751 43.663 77.4046 38.8838 35.0332 34.47 32.8167 32.5521 41.5325 32.319 31.9729 threshold=0.21993363648653033 1.4978661537170412 0.39004372060298925 0.1148311346769333 0.61230221390724193 0.93114224076271068 0.39004372060298925 5.0530509948730478 1.0000000180025095e-35 0.061681330204010017 -0.0096895578317344171 0.030461624264717106 -0.0036263058427721258 5.0530509948730478 0.87126156687736522 0.2765189409255982 0.076522260904312148 1.0000000180025095e-35 3.979637980461121 0.96561574935913097 0.010449530091136696 -0.04896354861557483 -0.062157016247510903 0.05537714064121247 -0.10915327817201613 0.0027000783011317257 0.26887696981430059 -0.067363251000642763 -0.15989868342876432 -0.27387014031410212 0.10025903582572938 5.5000000000000009 -0.0090600824914872629 0.11420461535453798 0.052490070462226875 5.3589394092559823 0.027248099446296695 -0.15329309552907941 -0.036648044362664216 -0.031051418744027611 -0.012462874874472616 0.20337099581956866 0.00080945625086314987 0.049065101891756065 -0.14767511934041974 -0.078108724206686006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 34 -4 13 17 10 19 25 -6 40 15 26 -8 -12 31 18 -3 35 -21 -15 -23 27 -14 -9 -2 -24 -29 -30 -10 32 -16 -33 -1 -5 -37 -38 -39 -26 -7 -31 43 -18 -43 -27 right_child=1 6 4 8 7 11 14 9 30 -11 12 -13 24 21 16 -17 42 -19 -20 20 -22 22 23 -25 39 45 -28 28 29 41 -32 33 -34 -35 -36 36 37 38 -40 -41 -42 44 -44 -45 -46 -47 leaf_value=-0.00065292487553558407 0.0076665415654584368 0.0033545278696983228 0.015287784803518252 0.0052054776265344979 0.0079774533973389732 0.039385275506391759 0.0077950160253852764 0.045215680481758891 0.003917216688524394 0.066548335012522608 0.065332765771265344 0.047543572214358745 0.05107341089275446 0.050079938509885 0.034974915589203175 0.035071634385792333 0.011242402901411737 0.0036054583387600237 0.0098754231267025039 0.011241739683354804 0.035362503935871106 0.096923035841721766 0.06627180727720261 0.034816961804798166 0.052810868056530645 0.013311778290678334 0.024935096642517959 0.11428496337599224 0.10832019260951452 0.042516250035592486 0.0017210903275251134 0.011931295591516978 0.018496414671013435 0.022634274078311617 0.0013834480443036081 0.00605130665069751 0.14884189060756139 0.052758152817570889 0.013979592702458233 0.016684637929686448 0.015493814977767383 0.041216936650730319 0.005251131422037785 0.031046536798660571 0.011975117882150235 0.035947502525975401 leaf_weight=15808 2578 4034 662 6660 322 122 4456 712 30412 274 186 342 88 84 338 258 1320 9032 8756 712 222 11.999999999999998 24 250 46 150 270 7.9999999999999991 5.9999999999999991 62 21198 1854 718 714 97916 1556 5.9999999999999991 42 1212 540 466 62 1350 194 1642 308 leaf_count=6374 721 1259 141 1898 91 25 1324 144 9586 53 45 77 16 18 75 55 378 3000 2356 200 59 2 6 63 9 35 67 2 1 13 7083 499 169 173 32818 418 1 11 302 134 115 13 425 49 405 66 internal_value=0.00381271 0.0111287 0.0222999 0.00205426 0.0320622 0.0164558 0.00789807 0.0359061 0.0038033 0.0440536 0.027711 0.0304913 0.0333823 0.0138386 0.0115316 0.0478669 0.0140963 0.00607537 0.00781914 0.00770959 0.0170066 0.0198279 0.0185742 0.0180696 0.0237838 0.0387333 0.00931184 0.0157307 0.0150124 0.0145 0.00301524 0.0175094 0.0237989 0.0149148 0.00110038 0.00679153 0.0105394 0.0160728 0.0153194 0.0196056 0.0205093 0.0141202 0.00977297 0.0137989 0.0130626 0.0285792 internal_weight=217984 42240 9474 175744 3546 5928 32766 2884 62020 1444 1440 930 1118 4998 10944 444 6488 21822 12790 10410 934 2150 2066 2054 674 1170 2848 1804 1780 1772 51610 3624 1056 2568 113724 9476 2816 1260 1254 586 588 1766 2864 1514 1704 458 internal_count=70774 12024 2317 58750 789 1528 9707 648 19558 298 350 217 259 1311 3092 100 1768 6615 3615 2889 259 523 505 503 159 245 788 440 434 432 16669 916 244 672 39192 2630 732 314 313 143 140 431 852 427 418 101 is_linear=0 shrinkage=0.04 Tree=29 num_leaves=47 num_cat=0 split_feature=72 58 0 58 8 27 73 57 198 57 0 3 70 39 292 108 104 221 155 190 57 102 57 127 122 55 66 92 307 242 0 104 37 38 0 198 103 35 20 306 0 139 139 70 0 181 split_gain=582.285 467.846 239.342 195.664 136.358 104.056 139.439 125.613 91.468 90.4987 87.8522 77.9621 75.5848 72.2444 94.444 88.909 70.8573 123.196 70.3137 80.107 64.0047 59.3687 55.4263 55.4211 53.7024 52.466 44.2876 48.9635 43.9142 46.4376 43.4179 42.6984 53.053 41.5568 38.9433 36.1968 44.2665 35.8103 34.4065 42.1343 32.2914 31.739 68.9675 31.5394 38.3174 30.9109 threshold=1.0000000180025095e-35 2.4047440290451054 139.50000000000003 3.5379960536956792 1.0000000180025095e-35 18.468269348144535 4.686739683151246 4.2121002674102792 0.024054704234004024 4.7405652999877939 173.50000000000003 1.0000000180025095e-35 1.4978661537170412 0.19116415828466418 0.036798570305109031 0.014986198395490648 0.03818845562636853 -0.069016225636005388 -0.054466692730784409 -0.0029723951593041416 6.4175486564636239 0.22460995614528659 5.478551149368287 -0.12230365350842475 0.11006899923086168 7.1184213161468515 1.0000000180025095e-35 1.0000000180025095e-35 -0.00081949291052296747 0.0029960568062961106 49.500000000000007 0.01868020556867123 0.15987936407327655 0.1062176860868931 291.50000000000006 0.0089318291284143942 -0.033532284200191491 0.41514332592487341 0.60355338454246532 0.016099343076348308 649.50000000000011 -0.0508335493505001 -0.066746238619089113 0.89587974548339855 159.50000000000003 -0.070591393858194337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 10 11 8 5 7 -7 34 21 43 -2 13 35 41 15 16 17 -15 19 -9 24 25 23 -12 28 -1 27 37 -20 -30 -14 32 -19 -8 -4 -11 -37 -10 -38 -40 -25 42 -3 -5 -45 -32 right_child=1 2 4 9 -6 6 33 18 26 12 22 -13 30 14 -16 -17 -18 31 20 -21 -22 -23 -24 40 -26 -27 -28 -29 29 -31 45 -33 -34 -35 -36 36 38 -39 39 -41 -42 -43 -44 44 -46 -47 leaf_value=0.0018292528589896736 0.0024604784423699804 0.0053655592571626347 0.0079315028242814747 0.00280698208914498 0.0010995265301043634 0.075076509474363548 0.04413425402705734 0.019810302188131294 0.0062283124046216814 0.0027141766461504192 0.02832278315595646 0.002185370611358936 0.0073019066894463806 0.19292122977120535 0.04060332213390179 0.0068934480790952225 0.010116961525573188 0.032932286394337318 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45 128 629 49 1630 534 360 internal_value=0.00366549 0.00890277 0.0145723 0.00283946 0.0214614 0.0236145 0.038532 0.0211228 0.00224819 0.00568585 0.00440218 0.0102883 0.00838096 0.0122113 0.0156692 0.0141001 0.0195147 0.0253193 0.0261609 0.0372457 0.0222211 0.00179092 0.00882861 0.00766625 0.0196343 0.00228405 0.00432614 0.00540332 0.0168398 0.0232595 0.0146002 0.0243837 0.0213349 0.0289451 0.010771 0.00679655 0.00824605 0.006548 0.0103559 0.0169626 0.00673849 0.00704048 0.0152421 0.00400626 0.00614151 0.0184257 internal_weight=215360 29338 12982 186022 4976 4500 642 3858 154028 31994 16356 8006 12282 6470 3876 3648 2082 1286 2594 678 1916 126248 4986 4636 1706 95410 27780 19094 1480 792 2492 1280 1094 510 1264 9790 7224 14472 4968 1006 4438 2594 584 19712 7088 1634 internal_count=70506 9053 3689 61453 1324 1150 147 1003 51254 10199 5364 2365 3745 1849 1054 996 541 321 633 151 482 42588 1543 1452 441 31747 8666 5903 396 204 654 320 281 119 370 3091 2208 4274 1476 261 1401 795 166 6454 2164 393 is_linear=0 shrinkage=0.04 Tree=30 num_leaves=47 num_cat=0 split_feature=78 57 58 58 27 0 60 158 198 0 57 66 57 199 39 102 57 26 57 289 135 179 271 262 243 194 35 207 205 103 200 128 250 69 271 17 154 69 249 102 66 0 121 25 293 27 split_gain=625.863 359.932 248.968 149.979 122.992 121.98 109.367 99.5693 95.7095 84.7694 78.6831 75.329 79.4294 59.9545 57.8911 57.2284 57.5061 51.98 65.7698 61.657 81.9289 104.566 59.8603 51.172 66.7329 48.6477 44.2629 62.6897 42.8448 42.3448 46.6152 39.8884 36.8272 35.7975 35.4902 35.177 35.697 35.0759 83.482 34.5891 34.0872 34.5055 33.8417 33.7296 35.2369 31.7798 threshold=1.0000000180025095e-35 5.6112999916076669 3.9346263408660893 2.5442053079605107 3.5206307172775273 347.50000000000006 2.5249279737472539 -0.06235621124505996 0.019791170023381714 276.50000000000006 5.4445774555206308 1.0000000180025095e-35 5.0005793571472177 0.22887821495532992 0.46017338335514074 0.28594315052032476 5.0906732082366952 12.500000000000002 3.2769666910171513 -0.0035692973760887976 0.050192732363939292 0.0076639165636152038 -0.009587436914443968 -0.00098442344460636356 0.014400454703718426 0.032317370176315315 0.42123028635978704 -0.012405022513121365 0.071165259927511229 -0.019208334386348721 -0.0012901726295240221 -0.085563838481903062 0.0085697751492261904 2.2850008010864262 -0.0023448284482583399 5.5000000000000009 0.0072381114587187776 0.031579403206706054 -0.10731231048703192 0.2743575274944306 1.0000000180025095e-35 115.50000000000001 0.022244913503527645 3.5000000000000004 0.014176050201058389 0.19206018000841144 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 13 9 17 23 -6 15 14 28 12 26 -2 32 16 33 18 -5 -20 22 25 -21 24 -4 -22 -10 -28 39 -12 31 -31 -3 40 -25 36 -30 38 -14 -8 41 -1 -40 44 -33 -18 right_child=1 4 6 5 7 -7 10 -9 11 -11 29 -13 37 -15 -16 -17 45 -19 19 20 21 -23 -24 34 -26 -27 27 -29 35 30 -32 43 -34 -35 -36 -37 -38 -39 42 -41 -42 -43 -44 -45 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0.034508795455863335 0.0067845371860753689 leaf_weight=33820 7522 1176 396 1044 98 260 12698 374 31510 316 1624 16620 5.9999999999999991 220 182 23490 4342 1468 1176 336 240 220 1044 248 222 162 88 446 278 250 940 926 216 13254 398 818 162 2162 600 3994 21082 19290 284 964 198 6572 leaf_count=11218 2491 322 106 348 21 56 4091 89 10127 70 512 5562 1 54 41 8409 1485 444 330 84 70 52 300 60 51 39 20 113 71 61 300 235 50 5183 127 245 39 567 156 1407 7317 6017 58 278 49 1986 internal_value=0.00362696 0.0112222 0.00301009 0.0087333 0.0256399 0.0135084 0.00681831 0.0439022 0.00248093 0.0210583 0.00618421 0.00392273 0.00497326 0.00506221 0.0172425 0.00186897 0.00229259 0.0122792 0.0145336 0.0173947 0.0216654 0.0337176 0.0162126 0.0182683 0.0264924 0.0214969 0.00438572 0.0157961 0.00495714 0.0106755 0.0132922 0.0163163 0.0144484 0.00195086 0.0103719 0.0120737 0.0211839 0.0111386 0.0178215 0.00442011 0.00229292 0.00283311 0.0167119 0.0144953 0.0192038 0.00503021 internal_weight=213736 16054 197682 13692 2362 5950 24116 472 173566 1890 22852 51716 35096 7742 1574 121850 98360 5690 4222 3178 2002 622 1380 1264 618 402 32044 534 17950 4902 3278 2338 1392 87446 646 1258 440 3052 890 16692 74192 53110 884 2088 1124 10914 internal_count=70712 4861 65851 4268 593 1723 7632 110 58219 483 7288 16604 11042 2545 413 41615 33206 1667 1223 875 545 161 384 344 157 109 10260 133 5853 1435 923 623 372 29735 187 355 110 782 215 5498 24552 17235 214 562 284 3471 is_linear=0 shrinkage=0.04 Tree=31 num_leaves=47 num_cat=0 split_feature=98 60 98 28 60 98 28 98 98 204 182 170 116 231 221 231 277 255 232 137 172 40 66 66 161 278 0 0 70 50 148 0 88 103 111 108 108 149 167 66 98 253 189 69 176 187 split_gain=1472.97 759.08 316.564 200.663 180.649 122.933 99.4871 95.608 80.9867 66.8955 74.0781 64.2582 78.1281 79.0818 73.0658 61.2291 61.0206 58.9256 67.623 57.912 61.1545 51.1277 56.7728 50.6704 50.6557 47.1846 45.7001 43.9796 43.6502 42.637 42.1109 49.9697 41.6665 38.2322 44.0427 58.3212 38.2236 38.1555 37.6359 36.9708 31.8775 30.3752 33.0534 28.8678 73.5198 28.8475 threshold=0.30065736174583441 1.4978661537170412 0.1733457297086716 0.61230221390724193 1.0000000180025095e-35 0.45973347127437597 0.93114224076271068 0.5667022466659547 0.088771224021911635 0.011729462072253229 0.050015974789857871 0.024514358490705494 0.016002200543880466 -0.0088804545812308771 -0.0034194957697764035 -0.052014162763953202 -0.022577989846467968 -0.04896354861557483 -0.043279742822051041 0.0034688431769609456 -0.018539662472903725 0.12796715646982196 1.0000000180025095e-35 1.0000000180025095e-35 -0.13752896338701245 0.01838336139917374 153.50000000000003 55.500000000000007 1.2424533367156985 2.6461167335510258 -0.087827466428279863 347.50000000000006 1.0000000180025095e-35 0.11068650335073472 -0.08958065882325171 -0.23360849916934964 -0.27387014031410212 -0.16697607934474942 0.0033999769948422913 1.0000000180025095e-35 0.61589598655700695 -0.029527272097766396 -0.018688058480620381 2.170687317848206 -0.11463769525289534 -0.014375898987054823 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 15 6 17 30 28 -1 10 -8 12 19 -14 -15 -2 -13 -5 -19 40 -21 -9 33 26 -20 37 -10 -6 -3 -18 -4 -32 -24 34 -23 -36 -17 -26 -35 -29 -7 -39 45 44 -30 -43 right_child=1 7 4 5 27 11 9 21 23 -11 -12 16 13 14 -16 36 29 18 24 20 -22 22 32 -25 25 -27 -28 39 43 -31 31 -33 -34 38 35 -37 -38 41 -40 -41 -42 42 -44 -45 -46 -47 leaf_value=0.00051598031177981635 0.12961390904017858 0.0058241605675399058 0.024209795188647312 0.053871554089396194 0.0020126660346679735 0.01498770765588813 0.0123074585151055 0.0053854554449433156 0.0022625219802991331 0.045095679855378219 0.039720110515411494 0.057382837598582349 0.070085651777221258 0.05987848167437964 0.028289706311565386 0.10426519121442523 0.031200001016938581 0.052272624147748491 0.073548985565150229 0.023587799920914643 0.052862684757779395 0.03309931052670087 0.0079073607602318224 0.00082628947677777071 0.10873675755092077 0.03100344649293604 0.0047100836800497061 0.0071694685992691378 0.087957823390052425 0.010980136201611066 0.0075504687543558767 0.024330525598958958 0.026538158582289587 0.017666700119400545 0.12850351606096541 0.012547730960588864 0.010471720556409325 0.028259268972692611 0.038051795945153226 0.0034430933427698554 0.035042036188917866 0.03484797285241218 0.0082302669127423383 0.0048938974177844151 0.012722366396648055 0.014369848987092943 leaf_weight=72566 5.9999999999999991 11292 304 88 7852 330 670 930 41578 188 206 82 208 192 308 5.9999999999999991 328 102 26 186 306 218 1400 24824 5.9999999999999991 380 17280 10216 20 342 3830 306 222 262 5.9999999999999991 1040 1414 236 332 7312 208 162 922 878 2340 348 leaf_count=26429 1 3524 82 20 2654 83 187 305 13825 46 47 17 42 38 70 1 68 23 5 41 59 47 444 8594 1 86 5296 2954 4 87 1109 75 57 65 1 256 353 48 70 2436 48 41 245 273 580 78 internal_value=0.00344641 0.0125398 0.00222538 0.0247044 0.00592579 0.0286476 0.0124946 0.00856567 0.00149392 0.0234774 0.0187918 0.0347909 0.0390284 0.0492891 0.0405151 0.0115309 0.0249585 0.0218966 0.020583 0.0319345 0.0418656 0.0137244 0.0159507 0.00234195 0.0190046 0.0182787 0.00298116 0.00450082 0.00699912 0.0209106 0.00985798 0.00879751 0.0104721 0.0207251 0.0167672 0.013335 0.0109411 0.0153734 0.0291052 0.00561525 0.0227917 0.0149726 0.0127647 0.0110935 0.0133969 0.0209301 internal_weight=212258 25126 187132 6186 30884 4760 5504 18940 156248 1064 876 2490 1738 708 500 1426 752 2270 2182 1030 492 4410 3480 83682 2080 2054 58858 25380 14530 670 4440 4136 1622 1858 1264 1046 1420 1674 594 17528 538 1668 1432 3238 2360 510 internal_count=70815 7081 63734 1455 9590 1100 1546 5626 54144 280 234 553 381 150 108 355 172 547 527 231 100 1245 940 27715 504 499 19121 8044 4381 155 1266 1184 501 439 304 257 354 413 135 5390 131 412 364 857 584 119 is_linear=0 shrinkage=0.04 Tree=32 num_leaves=47 num_cat=0 split_feature=78 57 58 3 26 280 0 43 78 255 66 0 56 57 109 179 58 291 139 90 66 0 69 35 57 127 26 39 142 26 188 143 58 278 100 3 283 58 281 106 41 66 106 91 200 21 split_gain=552.67 316.794 244.894 130.733 114.67 118.612 103.832 95.3914 93.0562 104.754 79.7917 95.0026 76.4802 72.7299 71.415 62.587 65.952 55.4782 67.6603 54.8924 53.9498 58.6177 52.37 55.6859 50.6822 50.6643 53.2663 70.9352 48.8534 45.0075 57.3887 90.3565 41.8864 40.2933 48.6375 39.8271 113.823 39.7769 36.0359 35.388 33.9463 43.5544 43.8513 32.0604 32.6114 59.1705 threshold=1.0000000180025095e-35 4.7664294242858896 3.9346263408660893 1.0000000180025095e-35 9.5000000000000018 0.012626142706722023 207.50000000000003 18.500000000000004 2.0126758217811589 -0.04896354861557483 1.0000000180025095e-35 103.50000000000001 3.8815106153488164 6.2075829505920419 -0.13750537484884259 0.040152909234166152 4.7119412422180185 -0.0030806085560470815 0.048738786950707443 1.0000000180025095e-35 1.0000000180025095e-35 82.500000000000014 1.9477537274360659 0.40466210246086126 3.3497501611709599 -0.12230365350842475 4.5000000000000009 0.30814146995544439 0.10508072748780252 10.500000000000002 -0.036553749814629548 0.054872028529644019 0.11130811646580697 0.012572112493216993 0.068100806325674071 1.0000000180025095e-35 -0.042283533141016953 0.41785022616386419 -0.027660468593239781 0.11488628014922143 0.30146618187427526 1.0000000180025095e-35 0.045592118054628379 1.0000000180025095e-35 0.0027453071670606737 -0.37940952181816096 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 10 17 5 15 24 -8 28 -10 11 19 22 20 -11 16 -3 18 39 -1 21 -5 23 32 -2 -9 27 -27 33 30 31 -26 -13 -6 -35 36 -14 -21 -38 -4 -15 42 -42 44 -39 -46 right_child=1 4 3 13 8 -7 7 25 9 14 -12 12 35 40 -16 -17 -18 -19 -20 37 -22 -23 -24 -25 29 26 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 38 43 -40 -41 41 -43 -44 -45 45 -47 leaf_value=0.001381296342524167 0.00088265667275001845 0.0087052498396598937 0.011115547495895882 0.0040714966578462436 0.0061488118723629004 0.046359991377301672 0.035140684012519685 0.032613731777954916 0.076305906718871636 0.051725252529849178 0.0010271142496090133 0.0017033133400652866 0.1082959154673985 0.0073457440282614708 0.018036180749477701 0.040910178478807215 0.035539051125097518 0.0092478305438934479 0.041036120022059863 0.0018992199317226046 0.0022543497310179603 0.0095856032606533945 0.0012283214876406365 0.014100717912891253 0.012105686785518259 0.010098841753254817 0.0058426421679544363 0.036582184888516805 0.031148425732860287 0.0031907351279832721 0.0069984673856898216 0.045161814090129128 0.004962343266045317 0.0063740848390503226 0.030140671248171939 0.0069438756989062102 0.051094972498533203 0.0074772034234122306 0.01282173802404629 0.029047141518514112 0.015064970177892869 0.0097711318595675497 0.037462715285065576 0.0018246086617238297 0.0035978888923117003 0.034752333851447749 leaf_weight=55700 3564 560 532 6830 1648 430 284 160 60 114 54706 8204 20 1050 836 200 198 900 248 4954 7420 5628 10254 934 482 514 1860 236 176 2070 1436 182 27348 268 284 2486 40 3766 1078 264 312 606 256 1516 190 200 leaf_count=19468 1330 160 154 2257 484 97 66 38 12 27 19197 2768 4 329 210 46 43 258 60 1737 2648 1638 3785 221 135 157 592 52 46 669 434 57 8390 78 70 709 8 1085 265 64 72 183 50 548 53 54 internal_value=0.00339569 0.0106502 0.002818 0.00659818 0.0192286 0.0289129 0.00685264 0.0130965 0.0152515 0.0254197 0.00228763 0.00287856 0.00418832 0.00572293 0.022129 0.0210416 0.0157522 0.0165411 0.0228135 0.00188396 0.00495494 0.00656311 0.00375412 0.00446392 0.00438567 0.0108246 0.00947684 0.0184699 0.0109202 0.00737868 0.0115033 0.0212205 0.00421036 0.00928856 0.0186342 0.00978571 0.0159822 0.00451845 0.0142355 0.0170917 0.0125819 0.0172547 0.0252078 0.00680539 0.00862137 0.0196225 internal_weight=211004 15562 195442 24046 4774 1388 10788 3054 3386 1010 171396 116690 50364 22102 950 958 758 1944 1044 66326 19878 12458 46740 36486 7734 2770 2610 750 2376 4170 2100 664 35552 2200 552 3624 1138 10626 1118 796 2224 1174 568 5672 4156 390 internal_count=70808 4803 66005 7713 1273 346 3530 905 927 249 58292 39095 16150 7177 237 249 203 536 278 22945 6543 3895 15164 11379 2625 839 801 209 678 1295 626 192 11158 632 148 986 277 3477 273 218 634 305 122 1740 1192 107 is_linear=0 shrinkage=0.04 Tree=33 num_leaves=47 num_cat=0 split_feature=78 57 58 3 199 57 43 99 104 36 165 198 106 57 14 81 105 57 27 27 57 24 136 70 69 100 216 69 208 99 179 119 58 217 133 215 70 203 220 57 174 54 205 200 126 27 split_gain=524.521 287.662 210.502 108.296 100.968 93.2378 89.5417 113.945 100.473 95.0889 85.6362 78.5725 70.4402 65.8064 69.0745 60.5696 106.696 53.1986 63.2121 49.9254 49.5608 48.1978 64.5344 43.4236 47.3369 44.4121 40.9079 40.1111 38.4902 38.4759 54.8628 62.7728 38.1367 37.6621 37.0329 39.6959 35.5079 35.1737 35.1698 52.7855 34.3007 33.2576 31.9016 27.8735 27.3465 26.3678 threshold=1.0000000180025095e-35 5.2806591987609872 3.9688088893890385 1.0000000180025095e-35 0.11654308065772058 7.238136053085328 74.500000000000014 5.0906732082366952 -0.050592139363288872 0.15666992962360385 0.029902368783950809 0.011066087987273933 -0.043293714523315423 4.8162329196929941 1.0000000180025095e-35 0.25000000000000011 0.13689331710338595 4.2696731090545663 13.987025737762453 1.4282754659652712 3.3842465877532963 52.500000000000007 0.050170345231890685 1.0000000180025095e-35 2.5940515995025639 -0.050312699750065797 0.014862130396068098 1.5862545371055605 0.016721488907933239 4.610145330429078 0.011469087563455107 0.042529571801424033 3.5099949836730961 -0.013234857004135845 -0.016184939071536061 0.018144157715141777 1.2424533367156985 -0.016494360752403733 -0.010904021095484493 5.7884287834167489 0.039128344506025321 0.095324128866195693 -0.0046694057527929536 -0.0026146413292735811 0.075147628784179701 0.24429398030042651 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 11 17 20 23 8 37 -3 12 -10 -1 -9 19 38 16 21 -4 28 -13 -2 22 42 -5 25 -25 -11 -21 -19 30 -22 32 -32 34 35 -27 -16 -8 -15 45 43 -17 -6 -7 -36 -40 right_child=1 6 3 5 15 40 7 9 10 26 -12 13 -14 14 36 41 -18 18 -20 27 29 -23 -24 24 -26 33 -28 -29 -30 -31 31 -33 -34 -35 44 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.0009499039531141129 0.0010236613060003509 0.053537435626603694 0.0056973270017515289 0.0031435744985916698 0.0090821371453430732 0.023078050984200519 0.017024671868283367 0.01689357993554096 0.011268247881473606 0.010073295444360838 0.044260250996320673 0.0016763703840807457 0.050531441883354136 0.0050441003769079104 0.0033730733319024182 0.0056217096841916329 0.039108247812016536 0.012315505745245692 0.040376180915570839 0.0043792974147342676 0.0063305019627273888 0.0090223190661979785 0.041403069381912551 0.0048393649217928578 0.00072910081557775496 0.011326310001351392 0.031598334855266981 0.0016102242873113782 0.030974787929400203 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0.00480079 0.0134466 0.0215104 0.00497314 0.00683478 0.00806148 0.016581 0.00351368 0.0161268 0.0074448 0.0120409 0.0206175 0.0133007 0.0106823 0.0163925 0.0237342 0.0043134 0.00884688 0.0133069 0.0178272 0.0207574 0.00724521 0.0147031 0.0152501 0.0102671 0.011102 internal_weight=209418 15692 193726 22936 12476 21020 3216 2414 802 1140 552 170790 468 115250 16004 4536 2460 1916 1298 99246 7940 2166 766 20404 10112 8420 672 38954 1094 4670 1794 716 520 4642 1322 600 14496 1274 1508 974 616 2076 572 462 722 642 internal_count=70887 4860 66027 7456 4026 6922 834 639 195 282 138 58571 110 38857 5010 1376 708 534 333 33847 2650 633 215 6764 3140 2538 172 12731 287 1429 527 194 142 1361 383 172 4600 357 410 259 158 668 166 119 211 177 is_linear=0 shrinkage=0.04 Tree=34 num_leaves=47 num_cat=0 split_feature=98 60 98 60 98 28 29 45 102 98 98 66 201 0 69 26 222 28 106 66 0 231 255 69 0 66 266 261 324 246 171 166 107 55 80 122 138 196 28 103 55 230 99 26 269 201 split_gain=1334.83 572.475 405.461 256.339 154.787 127.153 105.914 96.0815 89.6261 79.4802 69.0903 61.6909 59.0366 58.694 58.3121 57.1795 54.7774 50.8655 53.3919 47.331 46.9624 49.0117 50.8053 46.828 47.7123 44.4816 41.786 38.8973 102.27 86.8844 45.3492 37.8496 60.3359 36.1906 35.3171 34.7932 34.0817 31.8 30.6904 29.929 29.6131 28.9635 28.6627 28.4963 29.9442 27.5822 threshold=0.36848169565200811 1.4978661537170412 0.1733457297086716 1.0000000180025095e-35 0.61589598655700695 0.96561574935913097 0.064611006528139128 0.34031531214714056 -0.26659400761127466 0.087650183588266387 0.54195025563240062 1.0000000180025095e-35 -0.0021081812446936961 55.500000000000007 2.421379923820496 10.500000000000002 -0.0043457022402435532 0.82866927981376659 0.17163134366273883 1.0000000180025095e-35 41.500000000000007 -0.0067502679303288451 -0.0030538416467607017 2.101895928382874 125.50000000000001 1.0000000180025095e-35 -0.010263638105243443 -0.006164558930322527 -0.037131311371922486 -0.032735105603933327 -0.057652030140161507 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1978 leaf_count=25952 71 254 228 3313 98 127 55 42 72 10105 113 52 320 3598 302 722 49 2 80 8783 56 55 81 4060 1197 3181 81 376 9 26 154 741 60 74 45 142 788 73 40 94 66 41 242 3981 63 711 internal_value=0.00316883 0.0143636 0.00224828 0.00589005 0.0280082 0.0123883 0.0229886 0.0292583 0.0373051 0.00131805 0.0186174 0.0100993 0.0108348 0.00426994 0.0124426 0.0138348 0.0412189 0.0122966 0.0167156 0.00215407 0.0174287 0.020247 0.0275708 0.00277593 0.00331188 0.0054182 0.0230846 0.0144299 0.0215534 0.0196473 0.0163583 0.00928795 0.0156031 0.0324857 0.0374259 0.0200429 0.00658586 0.0236566 0.0067322 0.0158719 0.00976137 0.0185189 0.0124875 0.00501145 0.00409728 0.00589492 internal_weight=207246 15746 191500 38962 3748 7774 2718 654 634 152538 2084 11998 7120 31188 7196 6260 1030 6132 2482 82974 3324 2460 918 58280 47636 21690 1514 2158 782 770 728 3650 1072 550 438 1256 4802 970 570 1542 2936 480 1130 16998 12964 4610 internal_count=70775 4377 66398 12257 868 2165 647 169 143 54141 504 3509 1996 10092 1958 1656 221 1676 647 28189 868 614 223 19406 15346 6779 351 567 191 189 180 1029 288 123 101 296 1551 215 153 391 788 122 297 5241 4044 1499 is_linear=0 shrinkage=0.04 Tree=35 num_leaves=47 num_cat=0 split_feature=98 62 98 98 28 60 102 106 98 28 278 3 222 285 73 109 1 185 1 27 298 148 229 25 116 77 304 57 190 128 56 70 98 141 198 69 198 140 180 111 1 198 69 3 215 69 split_gain=1268.89 618.581 246.762 194.923 158.751 119.707 85.8288 147.662 79.8308 72.8248 80.8688 58.4625 56.4165 54.4356 49.964 78.3835 47.6112 47.5379 46.0576 52.9143 44.3875 43.8702 46.6981 43.8395 42.2078 40.8873 41.916 39.6793 48.2163 39.3996 36.2635 36.1321 36.0013 35.5042 34.2522 33.6964 31.8789 31.5836 34.7278 36.1368 30.2416 29.4161 28.7193 32.4959 26.6153 26.5007 threshold=0.26206894218921667 1.8688347935676577 0.61589598655700695 0.12730647623538974 0.80442953109741222 1.0000000180025095e-35 -0.24299830943346021 0.092677354812622084 0.45973347127437597 0.95441558957099926 0.017262237146496776 1.5000000000000002 -0.0043457022402435532 -0.036363443359732621 4.3502571582794198 -0.09423105418682097 3.7494349479675297 -0.035854248329997056 4.7229433059692392 7.6296410560607919 -0.0010862619965337215 -0.084808830171823488 0.002324845409020782 3.5000000000000004 0.15255233645439151 0.74734565615654003 -0.0035693608224391933 4.4484992027282724 -0.063242670148611055 -0.098393268883228288 5.7990880012512216 1.2424533367156985 0.062092823907732971 0.002513110172003508 0.02048383001238108 1.5862545371055605 0.011237665545195343 0.062634594738483443 -0.13888753205537793 -0.08958065882325171 4.6491756439208993 0.02048383001238108 2.6704348325729375 1.5000000000000002 -0.0032276222482323642 1.8630459904670718 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 32 18 9 7 13 31 21 20 16 -4 -6 15 -8 -10 -14 41 27 33 22 -5 24 30 -15 -27 28 -20 -25 34 -3 -1 -11 -18 -33 -7 38 -16 -40 -23 -2 43 -38 -30 -34 right_child=1 8 12 5 6 36 14 -9 11 10 -12 -13 17 25 37 -17 23 -19 19 -21 -22 40 -24 29 -26 26 -28 -29 44 -31 -32 35 45 -35 -36 -37 42 -39 39 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.00056125574076954974 0.0013166316643268047 0.00436321590914836 0.04935155982676373 0.0063593299778955531 0.063634997831200663 0.0013040221445291245 0.063757027946872477 0.052821394522388772 0.0060848969650650177 0.030841832254603106 0.043170137984986687 0.002608176149799813 0.046197133034013856 0.0081474015065699026 0.1044098881312779 0.020520565541438118 0.011190692714086205 0.021644712156993297 0.04330669752043536 0.034148314880350465 0.0048834253609963251 0.0028419247171396727 0.025883432388941939 0.024727861187847488 0.034481648029807292 0.035135795097510206 0.017342298159110935 0.0067617560340147154 0.0078255325655567001 0.0081117970427337267 0.03308102189116395 0.012881528035392338 0.0014743047537612288 0.0076477678087836058 0.020465856922603158 0.0045359123873195467 0.0045359848343525045 -0.0028924148234261856 0.03238766093882138 0.010376736043713098 0.0077484676975480785 0.013139432194881735 6.984026521605323e-05 0.0010517571834855704 0.024110549110607758 -0.00020059541097736558 leaf_weight=26022 834 10858 464 428 52 16140 80 374 1956 276 162 1380 196 262 5.9999999999999991 404 1976 362 116 220 532 3778 362 250 194 426 428 770 350 2568 172 1770 72434 172 944 1378 23464 184 148 610 4298 564 3516 5240 298 19100 leaf_count=10391 271 3507 96 126 12 5684 18 89 622 68 47 480 40 69 1 102 536 87 24 44 166 1175 91 65 47 91 108 209 91 736 36 447 24899 50 236 439 7426 60 30 159 1217 128 1348 1824 75 7458 internal_value=0.00299734 0.0105158 0.0208163 0.00168979 0.0177753 0.00357935 0.0244044 0.0309568 0.00737474 0.00756119 0.0170655 0.0102179 0.0390091 0.0239164 0.0173321 0.0277838 0.0115203 0.0303361 0.0115147 0.0158307 0.0127106 0.00633519 0.0153272 0.0132608 0.0164013 0.0220104 0.0262489 0.0131831 0.0196375 0.00959415 0.0152561 0.00545787 0.000751585 0.0219738 0.0141952 0.00923093 0.00275517 0.0119723 0.0155514 0.0147114 0.00545379 0.00609233 0.00348204 0.00389999 0.0153402 0.00112481 internal_weight=206518 30594 7148 175924 6126 58368 2974 1542 23446 10008 1142 9440 1022 1168 1432 484 8060 558 3152 1754 980 8866 790 6104 3286 1116 854 1534 764 2818 3092 14006 117556 448 2920 3148 48360 948 764 758 8076 1398 32220 28704 648 91534 internal_count=70925 8955 1804 61970 1581 19222 739 369 7151 2940 331 2758 223 280 370 120 2278 127 842 443 284 2609 217 1656 855 268 199 399 190 801 808 4393 42748 118 772 886 16282 250 190 189 2392 399 10598 9250 166 32357 is_linear=0 shrinkage=0.04 Tree=36 num_leaves=47 num_cat=0 split_feature=98 62 98 28 236 221 98 240 98 60 163 31 118 98 28 266 145 246 28 278 55 3 112 0 160 0 219 283 229 135 102 70 198 171 131 37 98 47 198 151 98 206 28 20 9 70 split_gain=1141.35 577.186 209.555 188.759 149.197 152.24 124.665 102.335 98.1319 74.3415 66.8291 74.454 66.3475 56.8719 65.7904 104.013 60.6156 53.0227 46.1597 59.6274 65.619 45.9877 49.9333 51.1077 49.7525 45.8166 44.4356 45.6154 43.4068 42.782 42.5858 42.095 39.6474 38.8819 50.4206 33.5121 31.9245 31.4938 30.0303 29.6474 28.4886 26.7567 26.0309 26.0228 53.0827 25.8854 threshold=0.21993363648653033 1.4978661537170412 0.61589598655700695 0.93353414535522472 -0.047331715002655976 -0.051991784945130341 0.11581752821803094 -0.0046368360053747884 0.39004372060298925 1.2424533367156985 -0.078891575336456285 0.25072656571865087 -0.082811087369918809 0.27147310972213751 0.83881792426109325 -0.0032733161933720108 0.018784763291478161 -0.0024240690981969233 0.95441558957099926 0.020986248739063743 7.7925553321838388 1.5000000000000002 -0.0076900580897927276 115.50000000000001 -0.030170192010700699 155.50000000000003 -0.039024960249662392 -0.0049052881076931945 0.0040959264151752004 0.032837823033332832 0.18914936482906344 1.2424533367156985 0.026627969928085807 -0.015205407980829476 -0.053636956959962838 0.075416680425405516 0.052490070462226875 6.834646701812745 0.010609664488583805 0.043668746948242194 0.75542113184928905 0.042696032673120506 0.86572173237800609 0.78656607866287243 0.056891303509473808 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 13 -5 -6 36 12 30 18 -4 29 -7 35 25 16 -16 -9 32 20 -20 22 40 43 26 -15 -25 -28 -17 -12 31 -3 -8 -27 -35 -2 -1 -33 -11 -36 -10 -26 -42 -24 -45 -40 right_child=1 8 10 4 5 7 9 17 21 38 11 -13 -14 14 15 28 -18 -19 19 -21 -22 -23 23 24 41 33 27 -29 -30 -31 -32 37 -34 34 39 -37 -38 -39 45 -41 42 -43 -44 44 -46 -47 leaf_value=-0.0010526812241761557 0.020348688530307985 0.0047653362209119539 0.058384977311431295 0.14769227616927202 0.16456430875338041 0.064347168268078431 0.0035418716364543287 0.027753583018046282 0.0058871316103196718 0.00080015638725231756 0.0066466693923900571 0.041574090889072719 0.031687378600530038 0.0080083905609856891 0.044769297062226057 0.0063286145247505926 0.019942897557144096 0.0063015382401949704 0.0044502960552403733 0.036234548572661743 0.027614933305677273 0.0030975585313974376 0.0086065473223535648 0.087812230963456014 0.011164538778684665 0.0096579447090218949 0.011645477367526708 0.033704929006566985 0.023688629433407344 0.033931932094829531 0.0020811127562518931 0.0069009613550688846 0.0099720245118086245 0.040856424668579513 0.012712373703319303 0.0038964692513375038 0.00091530747281635993 0.014976757758996453 0.0018667354978363514 0.031404034468370513 0.0084192431854908586 0.027104074970740286 0.026698226166163252 0.0088799673177069865 0.037956288284111406 0.0041052383972679986 leaf_weight=15392 232 10384 166 15.999999999999998 11.999999999999998 136 6420 372 3424 14858 232 448 384 1990 370 568 278 366 822 158 256 1532 2720 18 1070 640 242 400 388 152 6494 2046 2016 190 522 1328 92098 1244 16850 184 304 200 212 288 154 16228 leaf_count=6400 66 3360 31 4 2 24 1966 88 1050 5293 70 86 98 555 81 164 69 97 271 49 66 532 808 3 287 166 63 96 100 36 2263 629 558 43 135 398 33141 316 5845 42 84 48 48 80 35 5248 internal_value=0.0029026 0.00899148 0.0179157 0.0157498 0.0297825 0.028182 0.00143818 0.0267514 0.00638502 0.00293959 0.0351925 0.0305006 0.0403363 0.0130483 0.0150822 0.0218002 0.0341656 0.0171377 0.00613841 0.0133556 0.00997185 0.00950815 0.010595 0.0132117 0.0183424 0.0120208 0.0272526 0.0254207 0.0133917 0.0175072 0.00474873 0.00601538 0.00507952 0.0172106 0.0225885 0.00635468 0.000633495 0.00995817 0.00229405 0.0176214 0.00721086 0.0136941 0.0159663 0.0100752 0.0190734 0.00296503 internal_weight=204804 39706 8974 7976 1286 1270 165098 1258 30732 57608 998 832 520 6690 5130 1604 648 738 9672 1236 1078 10564 9032 5092 1930 3526 660 642 956 384 20168 13674 8436 1536 896 1560 107490 3290 47936 706 3940 1270 516 3162 442 33078 internal_count=70894 12057 2355 2132 313 309 58837 307 9702 19296 223 192 122 1819 1355 414 150 185 2910 386 337 3134 2602 1420 497 941 162 159 264 106 6568 4305 2524 386 220 464 39541 945 16386 177 1182 335 132 923 115 11093 is_linear=0 shrinkage=0.04 Tree=37 num_leaves=47 num_cat=0 split_feature=98 62 98 98 54 28 70 195 60 98 198 28 98 200 204 49 282 98 103 0 122 55 307 283 40 98 300 137 103 29 285 98 98 134 66 0 159 244 44 143 128 105 261 249 178 172 split_gain=1049.98 492.711 235.521 119.64 111.367 94.9011 92.4514 75.356 73.6172 66.4846 64.9876 64.7332 70.1809 56.5094 61.3644 56.0683 83.0243 55.9399 55.8086 54.2883 41.9834 41.8245 37.9607 37.8676 37.8406 37.0164 37.7872 67.7186 35.8105 34.2801 31.4403 31.2085 29.8653 31.2737 28.737 28.3632 28.0273 42.7746 27.9733 27.6935 25.8051 25.6406 40.8028 22.9305 24.5629 27.4355 threshold=0.21993363648653033 1.4978661537170412 0.36848169565200811 0.1148311346769333 0.0089715444482862967 0.97150975465774547 1.2424533367156985 0.058741014450788505 1.2424533367156985 0.5667022466659547 0.023506721481680874 0.8366680145263673 0.61589598655700695 -0.012897582724690436 -0.0064741061069071284 2.1383330821990971 -0.0099372081458568556 0.54195025563240062 -0.12238546833395957 41.500000000000007 0.098713606595993056 8.153205871582033 -0.0013939501368440685 -0.0084514846093952638 0.12946767359972003 0.1733457297086716 -0.010183414444327353 0.01326938532292843 -0.11443859338760375 0.22253968566656115 0.01754088141024113 0.061541128903627403 0.50680342316627514 0.04764001443982125 1.0000000180025095e-35 33.500000000000007 -0.0017942790873348711 -0.031586481258273118 0.29022875428199774 0.12706658244132998 -0.031990211457014077 0.042341541498899467 0.01184548204764724 0.0089010726660490053 -0.038853380829095834 0.005386149976402522 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 31 -4 10 9 11 25 40 20 12 17 -13 -15 16 -12 23 -14 -8 -2 -22 -16 -6 -11 39 27 -27 -26 -18 -30 -1 43 -34 35 -10 -17 -38 -32 -5 -3 42 -28 -21 -45 -46 right_child=1 6 4 8 7 -7 19 -9 34 24 15 13 18 14 22 36 29 -19 -20 32 21 -23 -24 -25 28 26 41 -29 30 -31 38 -33 33 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 44 45 -47 leaf_value=-0.00060365543146293323 0.0048184751866755552 0.0063591537175944337 0.043882673845894039 0.0041107736607679793 0.034867481306057921 0.030902580980517822 0.0040616280474590465 0.0077492698924558614 4.0494479390994846e-05 0.0023301321601815949 0.050914516295392086 0.056046709578612755 0.057340649130965482 0.041112933642498774 0.0040259286359755585 0.0032400880940476611 0.026635700966128044 0.0010259614391899541 0.024834695210222336 0.0084374312556356797 0.0090572351858618349 0.032582262335904957 0.027422431669355502 0.015628171334192701 0.0017439330917816745 0.0071467338889837266 0.0062372060983082334 0.032852629962303967 0.01214295263330278 0.0030331621488589727 0.032438185280720087 0.00099561429405140771 0.013929741702213394 0.029083078817205885 0.00091916485162483878 0.0034503275182603383 0.041034099981956874 0.011814937189882958 0.012007169188956755 0.016125827811461095 0.0032401673775014836 0.0015632214996944734 0.024265066364207454 0.0052322080447173569 0.011035170648994994 0.022741641042227964 leaf_weight=25788 2726 6086 434 7082 216 376 1750 486 4574 748 162 144 118 378 166 426 242 330 304 2776 360 182 336 684 414 374 696 292 1748 166 262 80354 822 298 17348 26610 96 472 184 320 14038 734 282 366 634 654 leaf_count=10220 839 1951 97 2159 42 88 573 129 1681 252 33 30 29 87 51 127 59 95 72 794 100 45 72 162 135 109 202 74 500 47 65 28907 205 75 6292 8719 18 118 48 90 4719 239 71 105 171 169 internal_value=0.00281454 0.00866312 0.0170071 0.00140674 0.0248803 0.0115671 0.00627603 0.0222591 0.00286232 0.0050533 0.0100564 0.0248904 0.0199693 0.0328022 0.0289393 0.0167606 0.0267567 0.0151187 0.0340381 0.0102076 0.00684374 0.0170022 0.0197091 0.0202792 0.010265 0.00602823 0.0103696 0.0184495 0.012539 0.0170636 0.0145743 0.000607058 0.0121445 0.017984 0.00222423 0.0029502 0.0110073 0.0168168 0.024055 0.00463231 0.0041837 0.00721735 0.0114549 0.0106644 0.0143948 0.0169923 internal_weight=204038 39584 8804 164454 3596 5208 30780 3162 58312 23480 4832 2676 1652 1024 880 1564 570 1230 422 7300 3268 542 502 900 3356 9780 2378 666 2608 408 2194 106142 5550 1120 48532 31184 994 568 446 7402 20124 1712 978 4430 1654 1288 internal_count=70865 12102 2340 58763 866 1474 9762 769 19636 7670 1386 640 400 240 210 402 139 299 101 2092 984 145 123 204 1000 2944 695 183 748 106 613 39127 1519 280 16692 10400 263 136 113 2249 6670 512 273 1239 445 340 is_linear=0 shrinkage=0.04 Tree=38 num_leaves=47 num_cat=0 split_feature=98 62 98 98 66 27 183 78 99 98 60 163 154 0 114 115 153 256 266 98 29 98 285 197 139 99 9 269 168 98 54 123 301 158 122 40 166 185 311 98 69 66 102 275 27 99 split_gain=1045.05 487.041 205.155 135.012 102.514 85.6192 95.5867 82.2893 90.8161 80.1823 72.0193 63.392 64.3149 60.4916 54.0028 56.7115 49.8029 57.1052 54.3879 49.1255 77.1657 46.393 44.8625 44.1318 42.5547 50.0149 46.3038 40.3223 40.0558 40.0263 58.9562 35.5867 34.6047 41.4274 33.1542 31.3374 28.9738 33.7705 28.6741 28.3268 27.4372 38.4335 31.4505 31.485 25.704 26.6772 threshold=0.22421184182167056 1.8688347935676577 0.61589598655700695 0.1148311346769333 1.0000000180025095e-35 14.735896587371828 0.020946415141224865 0.89587974548339855 5.1503930091857919 0.5667022466659547 1.2424533367156985 0.013143822550773622 -0.045961761847138398 50.500000000000007 0.15632639080286029 0.020856570452451709 0.058443173766136176 0.00089123946963809441 -0.003478657221421599 0.35837094485759741 0.035821216180920608 0.17155205458402636 0.036924874410033233 -0.065410271286964403 -0.089337177574634538 5.1209788322448739 0.054110361263155944 0.0014818778145127001 -0.076892837882041917 0.59565711021423351 0.034368611872196204 0.1327697038650513 0.0066016365308314571 -0.018071331083774563 0.09539347887039186 0.2986487895250321 0.0016925376839935782 0.015383084304630758 0.0064789422322064647 0.061541128903627403 2.421379923820496 1.0000000180025095e-35 -0.11027807742357253 -0.12720310688018796 6.499976873397828 4.0342013835906991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 39 9 7 -7 16 19 13 21 12 -4 -3 44 -16 24 -18 -19 34 -21 -5 31 -22 26 -26 -2 -13 -25 30 -11 -23 33 -27 36 -31 37 -9 -30 -1 41 42 -12 -44 -15 -46 right_child=1 4 11 10 -6 6 -8 8 -10 29 40 27 -14 14 15 -17 17 18 -20 20 23 22 -24 28 25 32 -28 -29 38 35 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 45 -47 leaf_value=-0.00060428833353545059 0.011683769473188783 0.003572587395154217 0.063110515722754404 0.0043922096016351655 0.0035164891900160873 0.015034144720538559 0.048098345689858379 0.022868224041521709 0.045048221687331864 0.011085614493011913 0.00569498929823013 0.031413997320393572 0.033907193631576051 0.0073487071955707474 0.0099152729756276786 0.04011548626096139 0.007737227495901903 0.0088476545471776209 0.038987858874044296 0.06124343585968018 0.045098132948273591 0.0078081851982052634 0.029491294700512913 0.047515312785007917 0.004872553362038329 0.0059447694584062903 0.038740067805581056 0.005525704741477966 0.0074267130885415401 0.0098152756296538864 0.039463813508941924 0.026340620969448177 0.00060858840622857917 0.031248873662251465 0.025832831417939749 0.022568537839913493 0.002641764237689412 0.0032061072628143256 0.027507607508335054 0.00091976314425521507 4.1473559476541349e-05 0.001164766608740888 0.019581891876884871 0.0025279817323043915 0.022540063595436838 0.010302747318800138 leaf_weight=25798 340 4930 170 7106 12400 316 252 378 206 230 8290 258 434 7852 226 178 356 142 298 84 102 2290 186 60 2816 156 144 154 392 1450 240 178 148 310 248 392 510 222 160 80082 7236 15894 174 17188 346 1628 leaf_count=10213 86 1603 31 2199 4318 90 58 91 51 79 2597 63 93 2300 63 43 106 37 71 18 21 679 55 12 822 44 38 41 102 405 46 45 48 71 56 94 151 67 36 28947 2788 5731 55 5684 93 456 internal_value=0.00279021 0.00871973 0.017074 0.00140073 0.00629842 0.0148247 0.0297622 0.0136209 0.0197148 0.00827247 0.0029422 0.033957 0.0422174 0.00721337 0.00896739 0.0232875 0.0105614 0.0196798 0.0293029 0.0172745 0.0251523 0.00607866 0.0105907 0.0208265 0.00870239 0.00713156 0.0197969 0.0217741 0.0167143 0.015211 0.0256296 0.00915493 0.0174673 0.0228088 0.0126301 0.0125401 0.00965973 0.0156107 0.0132865 0.000548421 0.00231457 0.00271046 0.00366809 0.00270001 0.00837631 0.012458 internal_weight=202950 38528 8656 164422 29872 7640 568 7072 2362 17472 58542 1016 604 15160 10230 404 4710 796 440 2156 798 9760 2654 714 3914 3430 484 412 612 2312 470 2468 614 466 1358 1842 1110 600 552 105880 48782 41546 25652 17362 9826 1974 internal_count=70797 11804 2304 58993 9500 2076 148 1928 605 5182 19833 228 124 4558 2955 106 1323 214 108 554 189 2978 779 171 1109 985 124 104 150 624 125 724 163 115 365 499 309 158 138 39160 16855 14067 8336 5739 2849 549 is_linear=0 shrinkage=0.04 Tree=39 num_leaves=47 num_cat=0 split_feature=98 14 98 28 98 31 142 277 50 8 98 27 229 58 54 0 310 197 28 246 205 98 281 98 198 98 40 170 106 18 98 314 3 120 197 123 99 43 111 122 78 121 98 198 103 195 split_gain=957.324 429.312 207.383 159.456 158.605 89.9076 84.0485 126.818 105.519 74.752 69.6936 66.5379 63.4935 61.2792 51.7588 48.4024 45.4482 41.79 40.3858 39.0553 44.145 35.46 42.8698 35.315 34.6765 31.4921 33.9172 40.4529 33.2255 31.4424 35.4639 31.3625 31.2514 31.0806 30.2909 29.5935 28.2678 39.6611 28.2469 27.1338 26.7289 54.7386 26.966 25.8871 26.1728 28.4562 threshold=0.27416583895683294 1.0000000180025095e-35 0.61589598655700695 0.86141595244407665 0.11581752821803094 0.046334940940141685 -0.020243599079549309 0.0017574777011759581 2.8877366781234746 1.0000000180025095e-35 0.54843398928642284 14.735896587371828 -0.0091687743552029115 3.6568983793258671 0.02180828154087067 135.50000000000003 -0.0062210916075855485 -0.033570066094398492 0.59270349144935619 -0.00041732972022145981 0.0011245866771787407 0.54195025563240062 0.011781193781644108 0.29164510965347296 0.0077266828157007703 0.36848169565200811 0.14732788503170016 0.067367762327194228 0.22674683481454852 1.5000000000000002 0.35837094485759741 0.01067349035292864 1.5000000000000002 -0.056552758440375321 -0.045629812404513352 0.073168985545635237 4.4601275920867929 68.500000000000014 0.094276666641235365 0.028919190168380741 2.1383330821990971 0.07558728009462358 0.1909289360046387 0.13142855465412143 -0.033532284200191491 0.04598361253738404 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 11 -1 -5 31 8 -8 18 23 15 -4 -12 -14 38 -9 19 -6 20 -15 22 29 36 -11 -25 27 33 -28 -17 -31 35 39 -27 -16 -7 -3 -38 -2 -26 -20 42 -42 44 -19 -46 right_child=1 10 12 5 9 6 7 16 -10 24 13 -13 14 17 34 21 -18 43 40 -21 -22 -23 -24 25 32 26 28 -29 -30 30 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 41 -43 -44 -45 45 -47 leaf_value=0.00052920636102270376 0.0018978753082043583 0.0056292212125273657 0.049482850529275202 0.094522090996133873 0.0014381055975888819 0.0050411566953451744 0.057363495998682304 0.033264758771991136 0.024053579639304767 0.00026595912796783052 0.0022910260923206809 0.03373269617238784 0.045417265042582936 0.035176580434218251 0.038492326720086768 0.0035476161815756859 0.0074833949127882391 0.0033103893869418999 0.0058258972642315559 0.011090454141206947 0.009736594217028589 -0.00095171944666319771 0.03172659650632028 0.0031464954057487051 0.0024383989963583179 0.023160868192231079 0.0049121978242722894 0.031133137730781191 0.022443652928458246 0.011002150247643663 0.027469730689203983 0.028607137846568275 0.00058003378145275492 0.0065260638283131528 0.013796574803635617 0.023496205875447377 0.031040737657608491 0.010323255661232112 0.014469217223804082 0.0047982141169435498 0.0032799144810377523 0.032725238142694749 0.015952038974851691 0.021388056007216702 0.0095533931224316068 0.02149969379373471 leaf_weight=105494 1378 610 342 28 3240 500 348 160 274 10848 1074 186 186 370 106 378 344 778 11282 404 156 222 238 7938 19986 226 5216 166 178 548 340 188 8068 870 318 192 228 422 360 12786 638 174 464 330 1584 400 leaf_count=39257 419 221 71 6 1094 142 72 34 71 3996 347 45 41 95 21 97 90 249 3443 108 46 69 57 2685 6959 59 1640 35 43 158 74 44 2896 269 81 42 48 101 90 4159 197 45 122 83 472 102 internal_value=0.00260159 0.00952158 0.0183873 0.0154883 0.00149797 0.024462 0.0234375 0.0306761 0.0427522 0.00301231 0.00671258 0.0104823 0.0356615 0.0107819 0.0278442 0.0092245 0.0157176 0.0130481 0.00542028 0.0204842 0.0276644 0.0139678 0.0161691 0.00540396 0.00227624 0.0048486 0.00687777 0.0127799 0.00549478 0.0132217 0.0173311 0.0141511 0.0028102 0.00997422 0.0200466 0.0101881 0.0118275 0.0176268 0.00450866 0.0033592 0.00644749 0.0119346 0.00862517 0.0108056 0.00953395 0.0119715 internal_weight=200566 27586 6636 5684 172980 2034 2006 1126 622 67486 20950 3650 952 5096 610 3464 504 4022 15798 930 526 1726 1504 15854 51688 14594 6656 1262 5394 1266 888 880 40840 1096 424 692 1260 650 1738 32772 12558 1276 1102 3092 2762 1984 internal_count=70495 8327 1724 1510 62168 501 495 267 143 22911 6603 1009 214 1502 143 964 124 1155 4901 249 141 455 386 5101 18010 4731 2046 363 1683 329 232 228 14014 328 102 184 370 149 509 11118 3807 364 319 906 823 574 is_linear=0 shrinkage=0.04 Tree=40 num_leaves=47 num_cat=0 split_feature=98 14 98 98 98 29 98 153 226 81 179 70 60 98 242 69 158 291 200 271 122 146 122 106 26 193 57 58 261 0 70 151 107 29 123 288 169 0 48 200 304 98 98 288 180 204 split_gain=901.86 479.628 188.311 94.9658 88.5376 82.4712 84.5619 69.6738 82.613 60.3797 92.0253 57.4135 57.3952 50.4348 65.5763 50.0304 44.6205 50.6456 49.8891 42.8838 42.7333 51.9413 41.4002 40.228 42.2659 82.4425 46.0424 38.9406 43.8517 37.3509 37.8557 36.0365 43.841 35.2676 37.7095 34.5409 33.3581 32.6558 37.2892 31.6002 30.7246 30.0557 27.3736 27.1683 31.1601 26.4358 threshold=0.21993363648653033 1.0000000180025095e-35 0.36848169565200811 0.11581752821803094 0.39004372060298925 0.03678726218640805 0.61589598655700695 0.057496566325426109 0.0017187886987812819 -0.25000000000000006 -0.0021373825147747989 1.4978661537170412 1.2424533367156985 0.54195025563240062 -0.07665762677788733 2.3068675994873051 0.054333679378032691 -0.0068935388699173919 -0.0047980425879359237 -0.057872705161571496 -0.013243624474853275 0.068940311670303359 0.020667320117354396 -0.048032127320766442 9.5000000000000018 -0.075129117816686616 5.3683068752288827 5.105656862258912 0.0097035318613052386 58.500000000000007 1.2424533367156985 -0.0018216837197542188 -0.12669935822486875 0.16954108327627185 0.033271595835685737 -0.0033866346348077054 -0.10810310393571852 211.50000000000003 2.4414010047912602 -0.00083212868776172389 0.0025078535545617346 0.67324683070182811 0.058150667697191245 -0.0097624184563755972 0.00052127242088317882 -0.0015176542219705878 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 42 29 -4 13 16 -9 -8 -11 27 37 14 -7 23 18 -18 20 -16 -2 43 31 -13 25 -25 -27 36 41 -3 -31 32 -21 34 -15 -24 -6 -5 -39 45 -19 -29 -1 44 -22 -38 right_child=1 4 5 12 11 6 9 8 -10 10 -12 15 -14 33 19 -17 17 40 -20 22 21 -23 35 24 -26 26 -28 28 -30 30 -32 -33 -34 -35 -36 -37 39 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.00072181748921736814 0.0029731446851150672 0.0017037245204867511 0.042564120752077834 0.0039067308550473955 0.01896454418982085 0.14381563459123883 0.018735418877100053 0.012053515159437809 0.036371322449139307 0.058996058868456491 0.02577523718650539 0.0084337307932138682 0.0020097241334495037 0.0066335939885104802 0.11995098658970424 0.0035837988511518318 0.029264604205193789 0.00084471707665032209 -0.00025667036733333977 0.050886177918682364 0.027628834566980037 0.032015208156218174 0.017119395111150303 0.070044540581495868 0.01262886242306312 0.015818503599363074 0.039287260124836063 -0.0027336699836574526 0.025348506356988633 0.0041706443365370025 0.0092659245443895994 0.0063740801234357493 0.017201891783492785 -7.9142323500566093e-05 0.031913524591163991 0.035200204596681106 0.01006054743232403 0.0075623619928597832 0.02345179689748363 0.00027340201749831899 0.020360509394078342 0.014273728833857014 0.00087803845106621502 0.0062952830750833853 0.0060209891278276131 0.0043966659874440052 leaf_weight=21448 798 6828 324 6756 306 5.9999999999999991 346 608 354 236 312 492 46872 226 5.9999999999999991 508 336 296 1050 72 264 228 292 68 448 400 202 252 370 10062 3038 432 422 364 162 412 2368 2534 260 1464 228 486 84620 714 180 2980 leaf_count=8644 251 2390 74 2154 97 1 85 168 87 48 76 132 16372 65 1 164 82 92 351 14 62 60 70 12 112 108 45 96 91 3349 879 114 105 104 37 90 672 747 68 534 60 139 30762 205 54 930 internal_value=0.00257009 0.00803743 0.0163331 0.00125982 0.0056616 0.0233087 0.0213989 0.0113462 0.0210305 0.0319005 0.0401634 0.00866414 0.00258567 0.0174655 0.0213945 0.014537 0.00906604 0.017161 0.00690876 0.0208579 0.0103522 0.0145956 0.0204198 0.0179887 0.0221823 0.0285419 0.0237455 0.00715042 0.0141244 0.00410272 0.0053529 0.0148339 0.0222042 0.00886965 0.0172435 0.0277357 0.00606301 0.00541192 0.00904884 0.00548076 0.00935893 0.00847048 0.000554528 0.0111411 0.0189021 0.00690594 internal_weight=201430 38940 8668 162490 30272 3612 3288 5056 962 894 548 10344 56422 2394 1642 2118 4094 860 3234 1636 2184 1386 1630 1610 1118 670 602 8226 1108 19928 13100 926 494 752 388 704 7118 9550 2794 6812 524 738 106068 1158 444 5348 internal_count=70853 12106 2356 58747 9750 884 810 1472 255 209 124 3132 19341 601 395 573 1217 234 983 394 632 381 393 409 277 165 153 2559 326 6618 4228 233 119 206 102 160 2233 2969 815 2136 152 235 39406 321 116 1602 is_linear=0 shrinkage=0.04 Tree=41 num_leaves=47 num_cat=0 split_feature=77 58 58 102 216 0 56 56 137 159 201 201 66 170 153 56 259 171 72 300 190 60 203 278 35 186 176 58 66 167 164 268 169 115 193 154 159 187 192 201 307 35 297 317 306 320 split_gain=263.736 216.914 117.625 99.1724 90.7275 86.9866 85.7933 73.5453 96.0006 62.8999 61.5074 51.025 48.6558 44.8722 43.3745 42.8749 41.0138 39.6061 40.6772 37.5049 36.1692 34.1151 39.9421 41.3376 35.5075 32.3711 32.2156 31.5422 37.6973 31.234 32.8775 48.2061 59.2022 30.6659 29.1325 34.7588 49.3091 69.2654 28.1605 26.5252 24.2007 24.0921 30.9215 48.5924 24.0851 39.0979 threshold=0.23011910915374759 3.3148238658905034 3.9346263408660893 -0.15820939838886258 0.051097251474857337 155.50000000000003 3.979637980461121 4.3241107463836679 0.046441150829195983 0.057971809059381492 -0.0081182150170207006 -0.0048714084550738326 1.0000000180025095e-35 0.0067658033221960076 0.090287812054157271 3.5694335699081425 -0.011761243455111979 -0.038806688040494912 0.23470173776149753 0.090438950806856169 0.034858895465731628 3.113268375396729 0.005537512246519328 0.021283489651978019 0.40466210246086126 -0.017211293801665303 0.022564165294170383 0.11130811646580697 1.0000000180025095e-35 0.0086972247809171694 -0.023332952521741387 0.00069782327045686554 -0.080878853797912584 -0.061942992731928818 0.007530003786087037 0.0030008084140717988 0.020115751773118976 -0.0076333554461598388 -0.084164306521415697 -0.014351520221680401 0.041184104979038245 0.34148591756820684 0.0021005803719162945 -0.020356973633170124 -0.015082048717886208 0.012400079984217884 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 11 4 7 41 21 14 13 16 12 19 15 -9 29 34 -8 18 -5 27 33 22 24 25 44 -24 -22 -1 -29 30 -3 -32 -33 -17 35 -4 37 -37 -19 -31 -14 -2 -43 -44 45 -7 right_child=1 3 10 17 -6 6 9 8 -10 -11 -12 -13 40 -15 -16 20 -18 38 -20 -21 26 -23 23 -25 -26 -27 -28 28 -30 39 31 32 -34 -35 -36 36 -38 -39 -40 -41 -42 42 43 -45 -46 -47 leaf_value=0.00056476796674219051 0.0012721355629535345 0.0051448708999484597 0.0047526191503607217 0.0057730305725209111 0.036723890818722613 0.0061102632616409124 0.027155065708663835 0.028285456396294661 0.049113328836966251 0.040825450542451298 0.0026124528693744846 0.0005893489463297876 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4027 22598 1448 77 62 111 137 43 59 54 78 345 97 58 39 199 42 16001 9274 87 157 15 97 313 550 71 126 141 573 222 37 614 65 407 940 42 internal_value=0.00243042 0.0062082 0.00187148 0.0127816 0.0167664 0.00415803 0.00790609 0.0148436 0.0258721 0.0194646 0.0046493 0.0014823 0.0069082 0.0170939 0.0117563 0.0092497 0.0141345 0.00627396 0.0159192 0.00208104 0.0140074 0.00610103 0.00743294 0.0139106 0.00537814 0.0103053 0.0237402 0.00204298 0.00241731 0.0101694 0.0138635 0.0179612 0.02763 0.0110285 0.00680951 0.00974142 0.014652 0.0204566 0.00344812 0.00468302 0.0036289 0.0022666 0.00523714 0.00950343 0.00448102 0.0110821 internal_weight=199848 25756 174092 6122 3796 19634 6584 3464 756 888 21392 152700 10142 550 2708 5916 712 2326 526 91408 2004 5696 4806 1156 3650 944 468 91208 72778 2468 1474 1002 452 1536 3912 2272 1144 768 1800 994 4226 13050 3272 1484 3472 704 internal_count=70656 8620 62036 1833 1062 6787 2146 978 196 250 7296 54740 3269 149 782 1784 206 771 155 32142 544 1896 1551 354 1197 296 120 32088 25275 720 411 269 112 424 1240 690 338 212 616 309 1485 4641 1086 472 1158 218 is_linear=0 shrinkage=0.04 Tree=42 num_leaves=47 num_cat=0 split_feature=98 14 98 98 60 98 26 304 179 149 201 78 117 144 131 209 54 57 218 141 66 1 66 3 192 280 54 1 280 123 176 222 69 66 98 311 198 114 156 40 1 198 162 286 179 98 split_gain=814.284 373.787 148.549 132.046 81.027 63.0302 60.1484 70.8707 97.8461 81.7385 57.8849 53.6332 52.2741 50.852 47.0342 46.0879 44.8758 43.607 42.9742 40.8193 39.4694 45.2552 37.2137 46.031 39.9063 37.0644 36.2143 34.5697 34.34 34.3015 50.8021 35.1281 31.2124 33.6168 34.9365 30.2838 30.1625 29.7051 35.5803 29.2635 28.786 28.1195 27.7748 27.5998 24.9937 24.1902 threshold=0.26206894218921667 1.0000000180025095e-35 0.14115410298109057 0.61589598655700695 1.0000000180025095e-35 0.5667022466659547 7.5000000000000009 -0.0020722929621115323 0.012511620763689281 -0.061056155711412423 -0.019918276928365227 0.89587974548339855 0.13764990121126178 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0.015336115027541546 0.025190670101021634 0.0027109446252600849 0.0033151406423320181 0.003961568103419153 0.026109843987757994 0.017932859242550638 0.011561274504138788 leaf_weight=30664 244 5192 252 176 12542 658 386 490 100 324 150 112 188 402 132 278 488 274 294 1194 7362 4206 192 1678 268 352 540 404 342 232 290 274 17166 33018 14266 206 894 228 334 262 30802 24350 5724 156 170 1028 leaf_count=11596 74 1706 64 36 4529 213 93 153 22 80 47 26 56 97 30 69 164 65 75 347 2599 1163 42 565 72 78 148 108 87 80 79 75 7149 12479 5213 53 253 48 81 63 10415 8269 1796 40 55 268 internal_value=0.00235648 0.00855044 0.00130098 0.0168564 0.00329163 0.00606842 0.0145877 0.0205474 0.0281824 0.0424443 0.00709286 0.0124639 0.0117699 0.0308377 0.010722 0.016539 0.00899498 0.010383 0.0231967 0.00725857 0.00502165 0.00661287 0.00934239 0.00518273 0.0128487 0.0262543 0.0173115 0.00943045 0.022483 0.00587708 0.0157135 0.00503949 0.000599757 0.000849966 0.00131433 0.0143085 0.00445073 0.0189684 0.0237256 0.010847 0.00202298 0.0025226 0.00455894 0.010631 0.00281382 0.0143468 internal_weight=199284 29014 170270 6674 44354 22340 5744 1842 946 424 7462 896 3902 930 3714 522 3240 4360 406 2854 17980 10448 4086 1870 2216 754 792 2366 474 6670 522 6148 125916 108750 75732 1172 6242 768 562 1948 45068 36892 5998 1050 7532 1290 internal_count=70820 8881 61939 1777 15087 7104 1566 499 245 102 2289 254 1067 211 1011 143 894 1288 101 801 5816 3162 1223 607 616 175 212 637 117 2077 159 1918 46852 39703 27224 290 1999 182 129 544 15628 12798 1871 293 2654 331 is_linear=0 shrinkage=0.04 Tree=43 num_leaves=47 num_cat=0 split_feature=14 55 0 43 205 44 69 70 55 199 0 122 112 205 0 37 126 55 55 102 153 35 28 302 139 27 77 173 28 100 318 261 199 296 36 244 270 261 0 43 104 27 51 139 282 214 split_gain=241.667 261.744 97.0286 93.3935 95.3867 87.3017 78.8676 112.365 81.2251 60.9313 63.922 60.6819 57.2643 57.1008 51.2537 45.7143 73.0681 45.567 64.0313 47.595 52.6966 43.1007 41.6677 38.945 58.2607 36.1093 35.7764 39.208 34.9469 32.9912 31.9602 34.4651 30.598 30.5607 30.3195 31.8499 30.1256 27.1627 26.7305 32.506 25.0842 24.95 24.8995 24.5073 24.2055 36.5462 threshold=1.0000000180025095e-35 7.3333497047424325 155.50000000000003 52.500000000000007 -0.0065927524119615546 0.21977323293685916 2.5940515995025639 0.89587974548339855 6.8389408588409433 -0.11991789191961287 32.500000000000007 0.072823934257030501 0.051930140703916557 0.071165259927511229 82.500000000000014 0.075416680425405516 0.061847681179642684 6.4369511604309091 6.5184092521667489 -0.24016971886157987 0.058443173766136176 0.40032011270523077 0.5611877739429475 0.0092895631678402441 0.052411170676350601 1.0739294290542605 1.5671101212501528 0.03469409421086312 0.96784532070159923 0.015296869911253454 -0.028239713981747624 -0.0011903299018740652 0.17103481292724612 0.044715266674757011 0.043595887720584876 0.0034955159062519674 0.0028635318158194427 -0.02017155289649963 123.50000000000001 24.500000000000004 0.10727261751890184 16.342111587524418 1.7005987167358401 0.15224262326955798 -0.033595584332942956 0.0076280157081782827 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 9 4 -4 22 7 13 -9 -3 -11 28 32 25 -10 16 -12 21 -19 20 26 41 -1 37 -25 -2 -20 -28 34 -27 31 -16 -13 -31 -5 36 -36 42 -24 -40 -37 -7 -17 -41 45 -32 right_child=6 2 3 11 -6 17 -8 8 14 10 15 12 -14 -15 30 23 -18 18 19 -21 -22 -23 38 24 -26 29 27 -29 -30 33 44 -33 -34 -35 35 40 -38 -39 39 43 -42 -43 -44 -45 -46 -47 leaf_value=-0.00065662915642543678 0.00055352631523029297 0.024570343517427783 0.0094848951841394104 0.0025649114099444746 0.042212738765191431 0.0026005369312774034 -0.00070369854201454056 0.0024198734647230646 0.003974817793193931 -0.0017403160826774992 0.010977761295005566 0.0087421028998144971 0.039525473194698069 0.006721628972171754 0.0094631632431605023 0.0046649923604657941 0.039131090611375437 0.033520250336508156 0.0017354319257656271 0.00441050018044074 0.034082084269614885 0.02079510241148462 0.0016293488795757597 0.0072223710689283396 0.030961101877750183 0.0010868063502760244 0.0086603244871969725 0.033000034035863102 0.02810966098425435 0.0032497912109122951 0.023380552893125916 0.031598490035563857 0.027576951306697496 0.015836309439103517 0.010724618663345498 -0.0065639052244287049 0.027448143964601775 0.0024495832022400558 0.018228227650943778 0.0040648350696983974 0.013523057863191143 0.014266823538233791 0.021696407284896836 0.018874748828644688 0.0072810735963892235 0.001852439650059364 leaf_weight=6642 64980 326 224 852 394 3412 20464 23706 7212 1114 654 366 228 2998 262 302 190 196 342 1218 208 248 7442 512 244 21196 250 184 152 15512 368 198 222 314 420 198 294 2030 292 5398 198 320 252 184 5428 192 leaf_count=2551 24216 89 62 274 87 1122 8344 8233 2320 403 183 105 52 905 67 89 51 50 113 379 52 56 2617 152 70 7724 79 44 38 5208 88 49 47 91 116 75 75 625 84 1761 51 90 66 54 1592 70 internal_value=0.00227025 0.0052602 0.0110793 0.016259 0.0303847 0.00323326 0.00161821 0.00195197 0.00383571 0.00780922 0.00677342 0.0132703 0.0225329 0.00128157 0.00629245 0.0090401 0.0173544 0.00730684 0.011662 0.00970202 0.0162408 0.00468055 0.00193116 0.00693455 0.0149149 0.00112162 0.0114209 0.0190316 0.00968595 0.00211867 0.00888367 0.0190389 0.015888 0.0035005 0.00824504 0.0125987 0.0176395 0.00459489 0.0032219 0.00523894 0.00348834 0.00360442 0.0124373 0.00455631 0.0081005 0.0160159 internal_weight=198338 35508 9172 3548 618 26336 162830 142366 37366 5624 5298 2930 816 105000 13660 4184 844 6378 2398 2202 984 3980 19958 3340 756 102002 776 434 2114 37022 6448 460 588 15826 1962 1110 714 2584 13316 5874 396 3732 554 5582 5988 560 internal_count=70669 11762 2710 982 149 9052 58907 50563 12419 1728 1639 833 204 38144 4186 1236 234 1985 717 667 288 1268 7067 1002 222 37239 236 123 629 13023 1866 116 152 5299 591 317 191 780 4516 1899 126 1212 155 1815 1750 158 is_linear=0 shrinkage=0.04 Tree=44 num_leaves=47 num_cat=0 split_feature=98 14 98 98 29 153 226 98 70 60 259 239 174 153 55 56 158 47 200 54 131 192 284 183 214 171 201 171 226 31 66 311 105 263 114 180 192 98 55 1 66 181 235 315 201 1 split_gain=751.205 327.814 114.733 100.579 101.299 80.1657 80.8827 75.8811 60.342 55.0334 51.6161 57.6931 62.0427 71.9613 48.9968 47.7318 47.0893 46.9308 45.6288 53.5917 46.9323 44.2804 40.7026 39.0671 38.5036 37.9838 48.558 37.8171 33.9465 51.2046 30.9346 30.8002 30.6763 28.378 33.3128 28.5783 27.9296 26.31 25.8416 24.0026 26.5092 23.2793 31.3025 23.093 22.9453 22.6797 threshold=0.25100150704383856 1.0000000180025095e-35 0.14115410298109057 0.39004372060298925 0.037152059376239784 0.055535983294248588 0.0035596868256106977 0.5667022466659547 1.2424533367156985 1.2424533367156985 0.010807046666741373 -0.094136815518140779 0.033009797334671027 -0.062451992183923714 9.1025881767272967 5.0139575004577646 0.039415836334228523 6.6777129173278817 -0.0093537881039082987 0.0093427449464797991 0.014675488695502283 -0.0024252012372016902 0.0019874998833984141 -0.049587275832891457 0.012611000798642637 0.038667988032102592 -0.011212418787181376 0.04364216327667237 -0.0033976158592849966 0.13862697780132296 1.0000000180025095e-35 -0.006707907421514391 0.16672477126121524 -0.0041486085392534724 0.065838184207677855 0.0082493498921394365 -0.040556458756327622 0.066066682338714613 8.8719263076782244 4.0517470836639413 1.0000000180025095e-35 0.028105998411774639 -0.00030942699231673027 0.00055134313879534613 -0.010682458057999609 4.2696731090545663 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 37 5 -5 14 27 8 44 18 11 -6 28 -14 16 17 25 -12 19 20 -4 -9 -18 -15 32 -2 -27 -7 29 -13 31 -26 -23 34 41 -36 -31 -1 -20 -39 -41 -10 -43 -30 -3 -11 right_child=1 7 9 4 10 6 -8 21 33 45 15 12 13 23 -16 -17 22 -19 38 -21 -22 24 -24 -25 30 26 -28 -29 43 36 -32 -33 -34 -35 35 -37 -38 39 -40 40 -42 42 -44 -45 -46 -47 leaf_value=-0.00046073658111007862 0.0031620010290412909 0.0051118469228762951 0.034843683012996812 0.041729032509923873 0.1367897469656808 0.0069155963301032863 0.041304887857926319 0.0059789914345183904 0.0059652476096592509 0.0010626347384288433 0.016859453729407153 0.051108514724239225 0.057542257129493422 0.048099379664467222 -0.0026819392183236434 0.028462021235523924 0.0099570842514447606 -0.0045579634800757447 0.0034621313510433994 0.0079695665607486046 0.0064697533724397821 0.009166383145409563 0.028276949778633646 0.019211953597304262 0.011416462029307342 0.030638140521139046 0.004577102529475967 0.030386620620085347 0.0035168566939906337 0.038266006984208761 0.010351098305853453 0.035443078340167723 0.02640588199125754 0.0059367918745275444 0.030631362449682179 0.0084912581720870718 0.014096297027228951 -9.3024559197464507e-05 0.019857146233882544 0.0018553907123954317 8.5428346774664088e-05 0.025219092218134436 0.005366427773471483 0.017467371108975723 0.0019300896812625371 0.0031218004160566805 leaf_weight=33038 1230 6584 248 332 5.9999999999999991 380 250 1964 976 14622 296 92 136 92 542 176 408 364 4778 1788 150 1574 372 404 120 212 248 154 354 94 226 306 184 2594 256 148 408 29134 158 42882 19786 288 228 410 8076 20640 leaf_count=13073 383 2058 64 74 1 106 61 606 300 5263 70 18 28 22 183 38 112 112 1561 516 41 459 92 98 32 54 80 39 103 21 69 69 46 787 62 42 102 11225 41 15151 7309 70 64 99 2858 7118 internal_value=0.00217047 0.00794521 0.00111773 0.0155706 0.0208383 0.0111756 0.0225634 0.00568852 0.00460235 0.00291588 0.0183754 0.0218709 0.0214559 0.0318126 0.00820495 0.0100136 0.010594 0.0050584 0.00612289 0.010933 0.024193 0.0104418 0.0187193 0.0246561 0.0140748 0.00683504 0.0166282 0.0137285 0.0166161 0.0237878 0.0223769 0.0287176 0.0109847 0.00865925 0.0123789 0.0225616 0.0186892 0.000507226 0.00399085 0.00085558 0.00129658 0.00960836 0.0164743 0.0110164 0.00335931 0.00226799 internal_weight=197708 30484 167224 6960 3164 3796 784 23524 19150 42384 2832 1996 1990 632 3012 836 2470 660 7122 2186 398 4374 780 496 2410 1690 460 534 1358 594 652 426 1758 4490 1896 404 502 124840 4936 91802 62668 1492 516 764 14660 35262 internal_count=70780 9418 61362 1896 786 1110 206 7522 6241 14604 712 492 491 148 904 220 721 182 2223 621 105 1281 204 120 675 517 134 145 343 141 170 101 505 1325 538 104 123 46758 1602 33685 22460 434 134 202 4916 12381 is_linear=0 shrinkage=0.04 Tree=45 num_leaves=47 num_cat=0 split_feature=78 58 0 58 142 66 0 102 106 105 66 55 103 143 182 172 39 2 9 0 142 44 184 64 31 274 9 121 28 88 227 28 51 122 38 125 106 229 262 199 135 70 150 40 175 130 split_gain=281.015 145.805 133.455 106.232 81.3907 75.7447 79.5572 59.6728 58.4501 58.3637 52.3231 68.89 49.9574 48.9693 45.7222 45.2551 41.0839 39.3118 50.9917 36.1754 49.8553 35.3321 42.6962 34.2626 40.1885 40.5138 33.0677 32.2929 44.6734 31.7338 31.1867 30.6991 30.3122 28.8094 25.3747 24.1446 24.0518 56.5492 26.7545 23.6205 32.2172 23.3669 22.6035 22.7279 21.9869 31.6146 threshold=0.89587974548339855 2.288566112518311 337.50000000000006 3.9688088893890385 0.12854016572237018 1.0000000180025095e-35 83.500000000000014 -0.058633401989936822 -0.04580282419919967 0.24756340682506564 1.0000000180025095e-35 5.7541573047637948 0.046849831938743598 -0.12371844425797461 -0.057394485920667641 0.066684532910585417 0.35113744437694555 1.0000000180025095e-35 0.086250655353069319 233.50000000000003 0.018443075008690361 0.29022875428199774 0.041513744741678245 0.091803662478923811 0.25208716094493872 0.0007874349830672146 0.0092236795462667959 -0.0062378989532589904 0.88644421100616466 1.0000000180025095e-35 -0.0054215844720602027 0.84451952576637279 1.7005987167358401 0.04779887571930886 0.39734637737274175 0.11632076650857927 0.17808406054973605 0.0099946316331625002 -0.030525515787303444 0.16190007328987124 0.11752956360578538 1.2424533367156985 0.081509459763765349 0.11351433023810388 0.033053927123546607 -0.069412983953952775 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 44 4 7 13 6 9 10 -8 32 11 -1 27 -3 -14 19 39 36 -19 21 -21 42 -23 26 -25 -26 -16 28 31 -9 -17 -10 -5 -34 -30 -31 38 -38 -18 -13 -41 -37 43 -15 -2 -46 right_child=1 2 -4 5 -6 -7 8 29 12 -11 -12 16 14 15 23 30 17 18 -20 20 -22 22 -24 24 25 -27 -28 -29 34 35 -32 -33 33 -35 -36 41 37 -39 -40 40 -42 -43 -44 -45 45 -47 leaf_value=0.0016730420880350179 0.0010216006276571802 0.032507863670039029 0.039872749474226046 0.0017425709318286558 0.039402944722218426 0.0013160282776177585 0.0030372045813813696 0.00043549354920934078 0.012699748999194096 0.022737338015137248 0.0006303375340437526 0.0030355282966559511 0.028803267533546444 0.017082712322307032 0.038103671617084937 0.032396941730405859 0.023157187373370164 0.010083424039428236 0.034793642136932083 0.0091675783286170841 0.030895182689144835 0.0089090563054240231 0.031071430321723693 0.0041681895572049862 0.006267981669543502 0.025025685480380224 0.015115618250521599 0.0035924275421238086 0.0032729318093267191 0.0020868988418773042 0.011772045835415705 0.034947863394114639 0.0044058770772224202 0.018942305119566644 0.019917707705372916 0.0048538024918016532 0.0041691707419318578 0.031688598124456659 0.0046298517071532543 0.0058170494836603612 0.024045046659563585 0.019744086055250108 0.016064868696123006 0.0022250500171927803 0.020648585584279636 0.0042671020124252961 leaf_weight=30986 2536 162 290 6468 166 8138 1752 74492 208 240 21996 16376 364 178 154 230 128 516 180 490 258 532 188 782 320 436 290 1402 632 13442 242 192 650 328 190 588 320 190 3820 3276 162 236 250 2074 238 896 leaf_count=11271 926 43 67 2312 47 3029 574 27874 58 72 8138 5542 88 53 35 53 38 134 54 143 67 164 48 243 94 110 73 463 208 4771 75 48 185 86 51 190 104 43 1190 1034 41 66 69 677 59 306 internal_value=0.00214795 0.00916412 0.013566 0.00182425 0.0119586 0.00440117 0.00614353 0.00147572 0.00932165 0.00336316 0.00228326 0.00293301 0.011536 0.0109608 0.0157775 0.0101678 0.00449654 0.00767789 0.0165147 0.0087714 0.0166931 0.00692774 0.014731 0.013372 0.0105341 0.0171047 0.0231567 0.0077392 0.01249 0.000766498 0.0218696 0.0234394 0.00273572 0.00929545 0.00713979 0.00249474 0.00629486 0.0144635 0.00523625 0.00366867 0.0066827 0.00913726 0.00467721 0.00340647 0.003093 0.00772035 internal_weight=197984 8730 5060 189254 4770 22546 14408 166708 6722 7686 77950 55954 4970 4604 2346 4442 24968 5154 696 3970 748 3222 720 1982 1538 756 444 2624 1222 88758 472 400 7446 978 822 14266 4458 510 3948 19814 3438 824 2502 2252 3670 1134 internal_count=71016 2797 1506 68219 1439 7729 4700 60490 2045 2655 27589 19451 1471 1392 643 1349 8180 1563 188 1221 210 1011 212 555 447 204 108 828 365 32901 128 106 2583 271 259 5027 1375 147 1228 6617 1075 256 799 730 1291 365 is_linear=0 shrinkage=0.04 Tree=46 num_leaves=47 num_cat=0 split_feature=98 8 98 28 98 77 100 54 173 190 28 98 98 153 125 230 117 139 201 198 98 169 49 260 20 125 196 219 39 66 69 301 262 21 113 122 0 48 123 119 172 122 135 311 319 98 split_gain=660.163 299.079 157.65 92.919 70.3799 68.8302 84.5116 70.5642 65.2856 62.1325 56.6668 58.599 85.138 49.5096 60.1044 58.8866 47.6454 43.2804 40.1845 39.7627 39.2797 39.2177 38.2117 34.4023 42.3163 33.8261 33.6645 32.7911 36.8241 32.488 35.8536 30.3301 29.4173 35.8336 29.1555 28.8448 37.996 64.7188 28.9659 27.8367 24.0822 23.9135 70.2275 22.6493 32.3677 22.3887 threshold=0.21993363648653033 1.0000000180025095e-35 0.36848169565200811 0.61230221390724193 0.1148311346769333 1.035554111003876 -0.11686807125806807 0.011402993462979795 0.034059753641486175 -0.14211094379425046 0.91569650173187267 0.45973347127437597 0.48774555325508123 0.055535983294248588 -0.031000784598290917 0.0089281527325510996 -0.025878708809614178 -0.16806788742542264 -0.0056877371389418832 0.010236037895083429 0.8093804419040681 -0.11177661269903182 2.0126758217811589 0.021132870577275756 -0.98296290636062611 -0.02531988080590963 0.0084726801142096537 -0.0055395357776433221 0.12844511866569522 1.0000000180025095e-35 1.0335304141044619 -0.0072402637451887122 -0.0033573554828763004 0.78656607866287243 0.065680585801601424 0.02639352343976498 213.50000000000003 2.4414010047912602 0.13642846792936328 -0.095799848437309251 0.035102970898151405 0.087172869592905058 0.096146143972873702 -0.0018138583400286732 0.0093672722578048723 0.058150667697191245 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 13 -4 45 27 -7 -8 9 -9 39 41 -13 18 15 -15 -10 -11 23 -6 21 -14 26 24 -2 -19 -23 28 -5 30 35 -30 33 40 -29 -21 -37 38 -38 -3 -26 -12 -43 -16 -45 -1 right_child=1 10 3 5 19 6 7 8 16 17 11 12 20 14 43 -17 -18 25 -20 29 -22 22 -24 -25 32 -27 -28 34 31 -31 -32 -33 -34 -35 -36 36 37 -39 -40 -41 -42 42 -44 44 -46 -47 leaf_value=-0.00089517217716178368 0.027121695715216967 0.0066940385375205656 0.0057241720369367892 0.040709957251715105 0.00032997878048843108 0.0021544212217514329 0.0439642588472638 0.10537669548621544 0.019101857239614703 0.074082100419771105 0.0038255632198296429 0.037376402654794347 0.026727913800448536 0.015431394866382588 0.0022998318325105748 0.046585081477472388 0.045850356105702976 0.025331790188786785 -0.00089883815590376147 0.0032068730467239388 0.022706666890160446 0.0085601774284277451 0.0050092301233899518 0.00013093929773473994 0.0059377926796596401 0.0097460192340644656 0.030691182953280372 0.0057756173897281927 0.0045726778599375116 0.00095331645582425991 0.0015900437270902456 0.023419803893580705 0.0053700536607226238 0.024019646841544957 0.020265554230996755 0.0044557989012046426 0.0072573710313556996 0.032511940535412981 0.024074388844736293 0.0016368654214876383 0.021646452264737354 0.0064030461669081218 0.033865409841292479 0.0071820635259796997 0.029876680724299366 0.00055662199804636635 leaf_weight=21446 212 2096 824 128 15910 220 372 11.999999999999998 166 20 9096 178 166 244 400 162 308 368 970 10290 310 274 2696 704 760 568 184 726 206 11960 10406 408 1810 358 320 4726 1976 198 178 10280 196 1746 162 276 158 81888 leaf_count=8711 62 672 226 26 5847 74 82 2 45 4 3076 35 49 64 120 39 66 88 333 3395 81 81 834 228 218 146 48 203 53 4370 3799 94 539 89 78 1505 578 49 45 3652 52 537 43 90 39 30434 internal_value=0.00200608 0.00673623 0.0123353 0.0179157 0.000872911 0.020542 0.0255779 0.028416 0.0243772 0.0183886 0.00449192 0.00616113 0.0104378 0.0081849 0.0153393 0.0279461 0.0365427 0.0171877 0.00641143 0.0020198 0.0091069 0.00783059 0.00682783 0.00816641 0.0098616 0.0158943 0.0174987 0.0148021 0.021234 0.00269641 0.00344695 0.0171142 0.00868199 0.0132366 0.0102236 0.00455936 0.00652487 0.0106787 0.0086576 0.00249382 0.00917765 0.00468036 0.00875127 0.00917612 0.0154938 0.00025531 internal_weight=197062 38084 10896 4646 158978 3822 2034 1814 1442 968 27188 14812 3808 6250 1240 406 474 956 5010 55644 3630 3320 3154 4040 3336 936 458 1788 742 39734 27774 614 3124 1314 1046 17368 7078 2352 2154 12376 956 11004 1908 834 434 103334 internal_count=70901 12168 3060 1187 58733 961 507 433 351 240 9108 4784 1128 1873 352 103 111 238 1521 19588 1093 1012 963 1188 960 234 129 454 173 13741 9371 147 898 359 281 5572 2177 672 623 4324 270 3656 580 249 129 39145 is_linear=0 shrinkage=0.04 Tree=47 num_leaves=47 num_cat=0 split_feature=57 60 14 39 26 112 27 44 269 70 69 81 142 26 25 18 184 313 205 62 102 149 114 100 103 192 205 62 39 281 112 0 205 57 111 311 295 246 116 310 65 265 43 35 224 56 split_gain=210.701 164.324 110.7 109.319 109.289 114.661 65.0083 103.453 89.3932 61.7715 73.6457 60.2241 62.5915 56.1881 53.0499 51.223 49.0529 77.1989 45.3541 42.5995 47.6807 36.187 42.5464 36.1198 35.2504 37.7103 32.2272 28.8271 27.9818 27.9357 27.3793 26.8773 25.7245 25.41 41.2612 54.18 57.1447 31.1833 49.8654 25.2623 25.2145 29.0679 25.0116 24.6529 29.0736 34.6385 threshold=5.6112999916076669 3.4811217784881596 1.0000000180025095e-35 0.35315014421939855 9.5000000000000018 0.099348522722721114 17.248547554016117 0.24715553224086764 -0.0040603911038488141 0.89587974548339855 2.1477327346801762 -0.25000000000000006 0.088120087981224074 62.500000000000007 3.5000000000000004 3.5000000000000004 0.066176742315292372 0.0050098681822419175 0.071165259927511229 6.5020399093627939 -0.2051201984286308 -0.021986570209264752 0.061323739588260658 0.24132270365953448 -0.050947614014148705 0.060266871005296714 -0.0034506904194131489 9.9694857597351092 0.56721109151840221 0.017229581251740459 0.066230792552232756 209.50000000000003 -0.0051380954682826987 3.3842465877532963 -0.10508019104599951 -0.0019341689185239372 -0.00021768261649413032 -0.02932753041386604 0.009621322154998781 -0.0032874015159904952 5.4004201889038095 0.011766463052481415 13.500000000000002 0.35224546492099768 -0.0057649887166917315 3.3140207529067998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 6 5 15 26 31 -9 18 19 -6 13 21 24 -2 23 -18 -4 -11 28 22 -13 43 -3 27 33 -26 29 -21 -22 -8 -33 -1 35 -35 -37 38 -36 -23 -32 -42 -28 -5 -45 -46 right_child=1 14 9 16 11 -7 7 8 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20 20 30 39 -24 -25 25 -27 42 -29 -30 -31 40 32 -34 34 37 36 -38 -39 -40 -41 41 -43 -44 44 45 -47 leaf_value=0.0022061718449640109 0.0084571453866659641 0.0021775630303659476 0.00051270745493305558 0.0029705488232518087 0.0017976794483751896 0.055963935934377637 0.0004723899508593345 0.044429321248001523 0.010124183008922543 0.0023682979271843966 1.8945280430066717e-05 0.0087603134351671701 0.037481492922729787 0.034818230166936373 0.0028219150337229367 0.033440617156341092 0.006048626556851954 0.036934801693056143 0.0058315220018827539 0.007357958891440094 0.0029729753308377666 0.012153539743924897 0.03329521163881824 0.021222678587250531 0.0077857201715885206 0.024605081047849968 0.014375824731559001 0.022586353218618859 0.023050940243448791 0.022174944039333403 0.0047553281260375689 0.0048441520529686156 0.025977772799943458 0.0019882079790752138 0.0042369333689604377 0.035651579481859999 0.0048810329036727837 0.0032813869815362579 0.030992330083251002 -0.0029362725098537284 0.0089568154619633442 0.025753219629511822 0.00018336863276676777 0.0035218245940620467 0.0094238592547968639 0.024268114605558881 leaf_weight=10384 310 998 102458 1454 818 180 898 224 266 18184 13700 310 178 156 9136 228 264 254 2630 1742 6910 314 178 308 2060 290 202 234 260 230 1356 238 150 318 308 254 156 4862 174 406 596 228 9330 744 924 346 leaf_count=3666 85 323 38695 485 241 42 311 58 81 6380 5356 87 41 42 3116 54 86 55 839 513 2269 91 45 86 620 77 59 55 76 57 432 71 37 95 88 71 52 1581 45 135 164 58 3451 216 274 83 internal_value=0.00201814 0.00644784 0.00163013 0.00376151 0.0147396 0.0283971 0.00284269 0.0102447 0.0258651 0.00116935 0.00244254 0.0105741 0.0152257 0.012296 0.00444009 0.0190873 0.00970037 0.0212356 0.000645874 0.0035678 0.00549391 0.00936113 0.0177593 0.00811274 0.00856534 0.0110307 0.00233646 0.00930465 0.0107316 0.00909647 0.00420679 0.00427745 0.0130601 0.00340846 0.00546385 0.0143919 0.0239841 0.00424514 0.0139397 0.00365229 0.00811448 0.0136299 0.000485608 0.00694264 0.00980738 0.013484 internal_weight=196148 15796 180352 32058 3078 718 27764 1776 490 148294 43206 2360 1542 1364 12718 538 4294 518 105088 29506 11322 1208 488 3776 3582 2584 25988 2294 2232 1972 9090 1286 388 16456 6072 728 410 5344 482 720 2180 824 9532 3468 2014 1270 internal_count=70844 5054 65790 10951 863 181 9666 558 139 54839 15305 682 441 400 4191 139 1285 141 39534 9949 3569 358 132 1144 1075 752 9108 675 646 570 2923 419 108 5598 1932 218 123 1714 133 226 654 222 3510 1058 573 357 is_linear=0 shrinkage=0.04 Tree=48 num_leaves=47 num_cat=0 split_feature=98 14 28 98 198 100 23 50 98 60 1 66 28 307 184 205 62 311 1 122 99 22 37 300 146 183 148 111 174 104 245 135 98 1 282 25 122 108 28 222 249 37 47 119 195 233 split_gain=627.609 277.807 137.231 101.551 73.1534 85.1587 73.3915 74.2011 67.1135 55.3207 54.7124 54.0169 52.9573 65.6555 50.2403 45.7304 44.6814 44.5936 43.4904 39.0882 37.365 41.6582 36.5716 52.9405 35.963 33.9931 31.7116 42.6835 30.7225 35.3639 28.5135 27.5982 26.9063 26.7102 25.8345 25.1408 31.297 27.2837 23.5503 35.7153 53.7663 39.8605 22.7325 22.4414 25.5035 26.9843 threshold=0.25100150704383856 1.0000000180025095e-35 0.7392621934413911 0.12620681524276736 0.30821250379085546 -0.11901447176933287 0.81174489855766307 1.9501664042472842 0.67324683070182811 1.2424533367156985 4.6298508644104013 1.0000000180025095e-35 0.96561574935913097 0.010633634869009258 0.066176742315292372 -8.6184441897785278e-05 9.8775286674499529 -0.010715996846556662 5.0005793571472177 0.011899759992957117 4.0859410762786874 0.87837970256805431 0.036139225587248809 0.016983644105494026 0.041783165186643607 -0.031059336848556992 -0.086242988705635057 -0.036793965846300118 0.048052202910184867 0.090270083397626891 0.0029090893222019081 0.043875005096197135 0.50680342316627514 4.6491756439208993 -0.0015687832492403684 1.5000000000000002 0.09539347887039186 -0.2488049119710922 0.65073931217193615 -0.0063523624558001748 0.019538195803761486 0.057769412174820907 7.0609052181243905 -0.049750024452805512 0.03757965378463269 0.0058213479351252326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 18 -1 5 -4 8 -8 14 12 20 16 26 24 15 17 22 -7 -2 42 21 32 23 25 -14 -12 27 -5 29 30 -19 -31 -3 -28 -21 36 37 -11 -35 40 -40 -41 -20 44 -22 -46 right_child=1 10 4 9 -6 6 7 -9 -10 35 11 -13 13 -15 -16 -17 -18 28 19 34 43 -23 -24 -25 -26 -27 33 -29 -30 31 -32 -33 -34 38 -36 -37 -38 -39 39 41 -42 -43 -44 -45 45 -47 leaf_value=0.00031571157405274754 0.0031249370210993228 0.0023802926856451661 -0.00041898175441238978 0.02628563928540717 0.042772852027167872 -0.0014816640370450037 0.052317194882510361 0.021712233781814576 0.03329365088526149 0.019005728886005983 0.023126126914945516 0.0043718679825536727 0.0024592250788066741 0.033952525345635073 0.02965632330087515 0.02975465298092838 0.026692814837138815 -0.0013096078920158485 0.0099522891934371027 0.027418859832854629 0.0033179451147801122 0.025560680937923522 0.0076678059100317173 0.035159245434543851 0.021654371090851495 0.0057890260897534877 0.00087025590815496996 0.005346160445963183 0.023931277132172087 0.011874220387515972 0.014013539549140704 0.033541182514159912 0.014944381377945253 0.0014228818840125487 0.012560806700572271 0.0011791740245769256 0.007602208220122004 0.0022266347520022117 0.0082558031837313868 0.014590058848777931 0.028305404000905716 -0.00023569394683291007 -0.0077950184637645501 0.001463570621652074 0.0048692205304859326 0.019031932057416465 leaf_weight=111800 1530 812 364 234 200 382 206 334 368 156 274 5046 492 210 324 226 248 426 422 326 2508 218 4132 190 228 532 3398 464 364 244 356 154 410 1364 446 29630 2194 12656 884 396 282 1078 158 7786 478 392 leaf_count=42412 467 280 116 63 50 127 51 79 76 46 71 1703 164 63 82 59 60 135 115 77 822 65 1180 39 66 168 1161 142 90 64 96 39 113 448 117 10721 709 4538 256 102 75 363 59 2725 157 112 internal_value=0.00196544 0.0073032 0.0143874 0.00100228 0.0192314 0.0179641 0.019941 0.0334626 0.0173628 0.00243253 0.00520135 0.00734558 0.00528771 0.0143236 0.0149825 0.0127605 0.0101354 0.010752 0.00774726 0.012972 0.00342789 0.00949001 0.00932963 0.0162093 0.00855929 0.0117041 0.00424862 0.0123935 0.0137777 0.010628 0.00567514 0.020321 0.00660451 0.00347899 0.0188624 0.00185481 0.00318873 0.00243241 0.00569213 0.00789654 0.0131249 0.00375454 0.00511258 0.00264518 0.00536745 0.0112651 internal_weight=195322 29856 6830 165466 3948 3748 3384 540 2844 53666 23026 10422 9030 930 2476 2152 5376 1926 2882 1352 12604 1440 5128 996 720 806 8100 698 1544 1180 782 398 1222 7402 772 44636 15006 12812 4004 2640 1166 1474 580 11164 3378 870 internal_count=70723 9394 1899 61329 1064 1014 898 130 768 18917 7495 3221 2903 293 692 610 1518 551 835 368 4274 458 1458 278 230 239 2610 205 424 334 231 103 393 2405 194 16014 5293 4584 1244 796 331 465 174 3816 1091 269 is_linear=0 shrinkage=0.04 Tree=49 num_leaves=47 num_cat=0 split_feature=98 14 98 28 240 45 198 99 208 57 153 98 98 173 26 198 192 242 91 17 25 111 194 219 256 1 198 99 103 111 240 122 3 152 259 190 124 224 140 228 25 140 311 204 223 173 split_gain=579.402 276.821 136.274 122.422 91.7492 77.0157 64.2708 67.8926 74.3503 61.9551 74.4322 59.904 58.9533 55.2397 47.5568 44.6213 40.9906 39.8948 37.8467 34.9752 41.3141 39.075 42.4183 34.4686 51.3958 34.2521 30.374 28.5336 28.1825 26.8268 26.4042 29.2525 26.355 25.9345 33.039 25.8195 42.9551 25.8101 25.7289 25.0285 23.3631 34.5166 46.314 66.9504 29.9367 22.9801 threshold=0.21993363648653033 1.0000000180025095e-35 0.61589598655700695 0.93353414535522472 -0.0046368360053747884 0.22561857849359515 0.022631321102380756 5.1328485012054452 0.010657358448952438 4.6774799823760995 0.07521373033523561 0.36848169565200811 0.11581752821803094 0.024645524099469188 5.5000000000000009 0.026627969928085807 0.0071346443146467218 -0.012741637416183947 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 -0.028494710102677342 0.046630963683128364 0.0091730523854494112 0.0015063484897837045 3.8815106153488164 0.0038978725206106906 3.9981586933135991 0.13500635325908664 0.045865073800086982 -0.015830171294510361 0.092183716595172896 1.5000000000000002 0.026100778952240947 0.0028055229922756557 0.041019065305590637 -0.070963811129331575 -0.0049479471053928128 -0.0013145243283361194 0.00065190336317755293 1.5000000000000002 -0.065384522080421434 -0.0090853697620332224 0.0001744719847920351 -0.01911311503499746 0.04368653520941735 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 6 5 -5 7 23 39 10 14 28 -1 -6 -8 25 17 -4 35 20 21 22 33 -2 -25 -14 -21 38 -3 -30 -31 -32 40 -13 -35 -17 -37 -11 -28 -9 41 42 43 -27 -44 -16 right_child=1 11 16 4 13 -7 9 8 -10 37 -12 19 15 -15 45 18 -18 -19 -20 26 -22 -23 -24 24 -26 32 27 -29 29 30 31 -33 -34 34 -36 36 -38 -39 -40 -41 -42 -43 44 -45 -46 -47 leaf_value=0.0002085109878613541 0.0015533417153731598 0.0022308847431836347 0.01860923617851833 0.016174324174396328 0.0036269116370868932 0.049606837720201725 0.031164995853608778 -7.1149901332448449e-05 0.042280926268085155 -0.0017678948205250961 0.044359194190151954 0.0086191145514187065 -0.00056965466474387285 0.026999549097698649 0.0073144451999401037 0.0050301318092015471 0.017298349781594252 0.041765428943107821 0.0011239219464870881 -0.0036940744979730234 0.0029044247800089069 0.0085063058352380077 0.035996979478208777 0.0017091688946664152 0.025636033066457814 0.03616395685564263 0.020602812772253891 0.005165563885806918 0.0033002645755208673 0.022444608827349555 0.0045007224267831552 0.018865320956627265 -0.0003513865016001686 0.012137984128575348 0.035636895322429307 0.024349242932089267 0.0070851855255843858 0.011402123483802878 0.0054096011199168308 0.019937414085975217 0.0016516666961951421 0.0029820177030311906 0.015206653511795764 0.0072032573326422386 0.00084922073165911505 0.024251264859781123 leaf_weight=103240 2756 14230 180 182 386 284 252 210 152 350 176 474 11432 278 582 4390 404 366 3474 558 918 1418 186 326 256 216 384 6722 2116 240 944 298 6396 218 172 314 866 742 334 190 18024 7838 320 312 842 164 leaf_count=39392 882 5027 44 51 117 64 64 67 38 113 42 145 4378 69 161 1345 94 77 1295 227 283 423 45 107 72 66 102 2133 718 64 306 81 2394 65 42 91 261 201 99 49 6396 2653 98 102 313 40 internal_value=0.00183244 0.00630498 0.0127816 0.0109208 0.0230189 0.0366121 0.00869665 0.0055749 0.018557 0.0140509 0.0204273 0.0044786 0.000770106 0.0134383 0.0161667 0.0018354 0.0270263 0.0341795 0.00440086 0.00674536 0.0101531 0.012847 0.0186954 0.00342316 0.0122596 0.00132404 0.00530159 0.00597667 0.00303087 0.00619331 0.010319 0.00795971 0.00196173 0.0149335 0.0225662 0.00644412 0.0116959 0.00718321 0.0135526 0.00945894 0.0024987 0.00410069 0.00928411 0.0190968 0.00481275 0.0110653 internal_weight=195112 37448 8236 7286 1130 466 6156 3890 552 2266 1174 29212 157664 664 998 54424 950 546 9044 11384 3386 2468 1050 3338 582 45380 7998 7440 17828 3598 1482 1242 33948 864 390 5570 1180 1092 718 400 27552 9528 1690 528 1162 746 internal_count=70896 12112 2352 2137 301 115 1836 1215 154 621 307 9760 58784 186 265 19392 215 121 2992 3564 1003 720 297 1061 179 16400 2561 2334 6196 1169 451 387 12022 252 107 1697 352 314 201 116 9628 3232 579 168 411 201 is_linear=0 shrinkage=0.04 Tree=50 num_leaves=47 num_cat=0 split_feature=55 3 27 315 109 201 29 70 35 0 65 60 28 265 294 125 35 26 260 139 103 201 27 127 187 280 55 176 90 91 123 142 57 0 319 188 185 312 56 248 185 181 259 111 318 227 split_gain=133.302 180.239 71.1729 74.5178 64.5761 62.0781 69.3183 59.5879 52.7742 52.0767 50.5446 48.0793 51.6158 45.6907 53.2762 42.0263 38.5889 34.3787 34.1646 45.2281 32.5023 35.3713 31.5348 30.1395 29.6378 29.5387 28.6698 47.359 28.5078 44.047 42.5745 49.9817 33.9436 27.9403 32.0705 30.7496 28.7652 26.3533 25.64 28.6641 24.8663 41.3788 41.3527 40.0792 24.8558 24.6397 threshold=7.3780713081359872 1.0000000180025095e-35 13.987025737762453 0.00099507992854341886 -0.039041936397552483 -0.021416736766695973 0.089358303695917143 1.2424533367156985 0.35879783332347875 122.50000000000001 4.424828529357911 1.0000000180025095e-35 0.5611877739429475 0.042904481291770942 0.0013576808269135656 -0.044586062431335442 0.38790449500083929 1.5000000000000002 0.0017019717488437893 -0.03140976466238498 -0.036470677703618996 -0.0083149266429245455 0.16418402642011645 -0.13980079442262647 0.072810046374797835 0.011638544499874117 6.9436047077178964 -0.013501028530299662 1.0000000180025095e-35 1.0000000180025095e-35 0.14031197130680087 0.018443075008690361 5.4701652526855478 94.500000000000014 0.031610144302248962 0.071260042488574996 0.023560224100947384 -0.010700381360948084 3.4498615264892583 -0.035780336707830422 -0.035854248329997056 0.014122464694082739 -0.003193133394233882 0.015315960161387922 -0.028239713981747624 0.051750887185335166 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 5 25 -5 6 10 20 13 28 -2 12 -11 24 -15 18 23 26 -10 -20 -3 22 -22 -14 45 -4 -13 -28 -1 30 32 -32 -30 -9 35 44 -37 -18 -24 -40 41 -25 43 -43 -35 -7 right_child=1 7 3 4 -6 8 -8 33 15 11 -12 17 16 14 -16 -17 37 -19 19 -21 21 -23 38 40 -26 -27 27 -29 29 -31 31 -33 -34 34 -36 36 -38 -39 39 -41 -42 42 -44 -45 -46 -47 leaf_value=0.00016511512790170539 0.03931852404265368 -0.00038713859510987222 0.0024193484956718169 0.047596944165739785 0.018041611314272808 0.0033901220994074933 0.0080275484557095142 0.0033340323705544107 0.0096623341581326423 -8.2820219189534805e-05 0.0094191534302646308 0.0037790321651011384 0.020726976973491573 0.0034620854122008327 0.034652984222751454 0.0071389203584121741 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58 53 47 64 68 70 39 71 79 807 1986 70 168 55 888 75 internal_value=0.00178709 0.00350296 0.00805345 0.0177139 0.0288084 0.0069825 0.0161761 0.00230196 0.00589249 0.00114747 0.0291538 0.00205932 0.00430335 0.00389485 0.0178745 0.0106597 0.00585673 0.00147504 0.0179659 0.0257368 0.00149169 0.00234514 0.00433154 0.00525953 0.00305792 0.00791662 0.0053831 0.0139472 0.000501995 0.0021354 0.00399567 0.0173947 0.0033868 0.00512031 0.00780627 0.00680994 0.0173201 0.0174241 0.00589745 0.00862693 0.00489253 0.00840428 0.0145745 0.0238306 0.00546027 0.00398517 internal_weight=194338 52770 11018 1098 514 9920 1050 41752 8870 141568 404 58676 12120 6252 352 2618 8950 46556 850 438 32430 22300 8728 8512 5900 584 3342 526 82892 14172 8356 362 7994 9322 3722 3474 394 438 6128 2900 8316 2324 994 434 3080 5330 internal_count=70647 18189 3377 305 127 3072 289 14812 2783 52458 106 20852 4044 2066 110 717 2889 16808 225 105 11793 7974 2982 2782 1956 178 1109 161 31606 5176 2830 111 2719 3019 1129 1061 109 107 2018 886 2720 734 293 125 952 1739 is_linear=0 shrinkage=0.04 Tree=51 num_leaves=47 num_cat=0 split_feature=98 62 28 222 98 98 48 193 174 98 174 34 133 55 112 135 122 98 138 125 27 66 58 0 44 121 0 70 0 66 69 209 28 274 27 187 121 0 26 125 54 190 281 121 316 69 split_gain=489.867 275.23 132.105 82.8007 81.6056 79.4514 69.7251 62.2193 64.985 59.4176 51.9243 85.3651 51.0817 47.4347 44.9821 43.8766 41.919 38.0925 36.3767 34.8252 41.6209 33.6978 42.7906 45.6379 33.4115 32.6211 32.2641 31.47 29.9037 31.5605 31.2438 28.2582 39.8446 27.4875 27.2552 26.205 25.6228 24.2645 24.0548 23.8437 23.0342 50.7407 24.5784 22.6808 22.2825 21.3155 threshold=0.17596124112606051 1.0000000180025095e-35 0.84098434448242199 -0.039360651746392243 0.31661307811737066 0.61589598655700695 2.5249279737472539 0.041748033836483962 0.031205484643578533 0.39004372060298925 -0.034142650663852685 1.0000000180025095e-35 -0.037242393940687173 8.2691164016723651 0.0046870084479451188 0.029778398573398594 0.02639352343976498 0.088166877627372756 -0.11343834549188613 -0.066714514046907411 0.87126156687736522 1.0000000180025095e-35 4.7811324596405038 107.50000000000001 0.35535185039043432 0.10672326385974885 58.500000000000007 0.89587974548339855 46.500000000000007 1.0000000180025095e-35 2.6955839395523076 0.0091602806933224219 0.8643462359905244 -0.0023361744824796911 1.2585706114768984 -0.022886732593178746 -0.14799793809652326 580.50000000000011 4.5000000000000009 0.10125377029180528 0.068997379392385497 0.068623267114162459 0.0088032283820211905 0.0047354744747281083 -0.0022381294984370466 2.9549465179443364 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 5 -4 10 16 7 8 15 26 11 44 -10 -7 31 -6 36 -1 -16 20 -18 22 -20 43 -12 33 -3 -28 -19 30 38 37 -33 35 -34 -21 -2 -11 40 -38 -30 42 -42 -24 -5 -29 right_child=1 9 3 4 6 13 -8 -9 12 14 24 -13 -14 -15 18 -17 19 28 21 25 -22 -23 23 -25 -26 -27 27 45 29 -31 -32 32 34 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0.016812612318450756 -0.0020354377752856206 -0.000759288233954732 -0.0011782831776656298 leaf_weight=66842 236 9804 280 214 404 210 364 334 110 3760 1396 214 326 356 190 290 270 19952 2384 274 212 2088 236 250 160 158 13602 5540 7000 18408 3876 298 242 904 270 366 2680 152 26978 332 946 172 274 132 204 596 leaf_count=26259 60 3570 72 59 118 47 108 73 31 1262 438 55 75 88 53 69 77 7668 660 69 56 694 70 59 44 45 4791 1700 2378 6842 1558 109 75 296 69 103 866 32 9379 100 319 48 83 44 72 232 internal_value=0.001698 0.00511739 0.0109432 0.0162972 0.0148235 0.00710638 0.0210615 0.0249549 0.0204391 0.00360059 0.00960474 0.0192655 0.0325316 0.0213563 0.00626525 0.0128062 0.00561791 0.000518202 0.00880187 0.00990194 0.0193859 0.00815681 0.0108709 0.0202463 0.00567099 0.00720631 0.00269823 0.00362984 0.00112103 0.00158293 0.00222387 0.00342762 0.0102233 0.00542575 0.0169809 0.0117619 0.00273511 0.00201829 0.00259747 0.00173807 0.00446775 0.00916599 0.00628535 0.011238 0.00870682 0.00600776 internal_weight=194286 49838 10294 4296 4016 5998 1828 1464 1130 39544 2188 632 436 566 10002 694 5432 144448 5280 2184 482 5090 3002 618 1556 1702 29542 19738 77606 57654 39246 4722 810 1544 512 640 3248 3912 35370 3012 8392 1392 1220 368 418 6136 internal_count=70975 16441 3021 1214 1142 1807 474 366 293 13420 668 186 106 135 3127 187 1672 54534 1580 646 133 1527 833 173 482 513 10293 6723 28275 20607 13765 1547 253 468 144 172 1026 1294 12207 966 2828 450 402 114 131 1932 is_linear=0 shrinkage=0.04 Tree=52 num_leaves=47 num_cat=0 split_feature=14 57 58 69 70 50 150 55 201 44 122 100 0 205 57 35 152 191 165 77 122 20 118 234 29 117 114 280 324 175 113 201 57 3 197 161 267 50 323 122 151 285 124 286 315 276 split_gain=156.709 174.08 98.6213 67.9797 78.5632 66.2284 62.0167 60.153 55.826 52.9073 52.0764 48.4887 48.284 43.3438 41.7886 40.9001 37.4903 45.8696 36.5659 33.8992 32.8395 33.7356 31.5943 48.7303 34.5817 58.0511 30.8521 30.0678 32.9518 28.9395 65.4556 28.0722 25.9986 27.5369 25.4636 25.343 25.1954 24.5633 22.7604 26.3171 53.7119 22.5814 24.1138 56.211 22.1338 29.8823 threshold=1.0000000180025095e-35 4.0859410762786874 3.1750342845916752 2.2166489362716679 1.2424533367156985 2.0222417116165166 -0.14327925443649289 6.8389408588409433 -0.019918276928365227 0.35535185039043432 0.12441087514162065 -0.052472490817308419 131.50000000000003 0.071165259927511229 6.6663203239440927 0.39523096382617956 0.01850563753396273 0.048494553193449981 -0.0005729449912905692 1.8851317167282107 0.14842005819082263 -0.6035533845424651 -0.089800935238599763 0.0086931711994111555 0.033445190638303764 0.039358764886856086 0.030018347315490249 0.024467888288199905 0.0064032145310193309 -0.035033825784921639 0.060971967875957496 -0.0048714084550738326 5.0005793571472177 1.5000000000000002 -0.052210194990038865 0.029855716973543171 0.00091462943237274896 1.0989351868629458 0.04405805096030236 0.11006899923086168 0.049994729459285743 0.054595764726400382 0.13725192844867709 0.016624291427433494 0.01317541813477874 -0.026624925434589383 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 6 4 13 -4 -3 -6 -7 19 16 -9 -1 31 20 41 29 18 -18 -8 21 -13 23 -21 25 -24 -20 34 -29 30 36 32 -2 37 -23 -31 -10 -34 39 44 -41 42 -14 -44 -39 -46 right_child=3 2 5 -5 7 8 9 11 10 -11 -12 14 15 -15 -16 -17 17 -19 26 22 -22 27 24 -25 -26 -27 -28 28 -30 35 -32 -33 33 -35 -36 -37 -38 38 -40 40 -42 -43 43 -45 45 -47 leaf_value=0.0006438969629882843 0.0010545746865369087 0.029004887432535313 0.034124727636966126 -0.00064806058971642131 0.0020513487608347248 0.026776898350657486 0.0012694394115892998 0.0029560800730175293 0.011279909159525259 0.025887174731460069 0.025930991556909349 0.003207526780065288 0.002924608942772744 0.005628354896720842 0.028678702904792602 0.016255122962311425 0.0030484424691139614 0.029199034852276515 0.0094245995379517184 0.0070069912661399163 0.020744026813833485 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0.00108748 0.00148153 0.0132083 0.00524179 0.0035725 0.0119688 0.00457989 0.0104073 0.00626169 0.00219811 0.00101771 0.00902347 0.00424599 0.00887262 0.0140135 0.0103565 0.00393279 0.0082863 0.00733895 0.00734629 0.0164934 0.00522932 0.0156505 0.0178383 0.0104883 0.0208163 0.00521389 0.0133268 0.000875912 0.00144414 0.00324939 0.00850311 0.00215502 0.00112188 0.00424499 0.00541544 0.00493246 0.0121587 0.0037252 0.00347508 0.0105828 0.00400513 0.00865329 internal_weight=193732 34690 10418 159042 129614 4102 6316 23530 3874 6146 3506 8500 24272 106084 4630 10472 3192 1326 1070 5966 4464 4150 2614 490 2124 410 528 2354 378 1866 510 102920 59154 10498 1976 1356 296 8492 6552 6290 714 10038 9868 708 5576 1266 internal_count=70986 11861 3177 59125 47143 1171 2006 7993 1113 1957 1023 2676 8684 39150 1379 3572 946 375 303 1915 1344 1263 809 141 668 117 140 693 101 571 153 38168 21611 3639 592 418 100 2856 2132 2059 209 3463 3410 218 1850 379 is_linear=0 shrinkage=0.04 Tree=53 num_leaves=47 num_cat=0 split_feature=78 57 25 103 262 36 56 28 229 278 116 211 105 39 35 24 174 198 69 66 56 100 108 106 123 56 37 241 279 125 122 55 149 139 57 0 105 39 3 57 310 140 185 212 156 107 split_gain=141.511 87.6071 73.2367 66.5856 64.1349 73.69 64.0501 58.243 42.7392 42.0662 56.5384 41.5898 49.5058 47.3682 40.6048 38.9068 67.3934 37.6366 35.6809 38.2551 58.2146 55.7397 51.466 34.7202 56.0903 29.0342 29.4259 31.0763 28.9236 61.6678 28.4496 33.4361 33.2511 29.9896 25.6679 25.0249 23.9375 23.3759 23.3224 25.9809 21.2454 20.2896 24.8628 20.2419 19.8218 19.9425 threshold=0.89587974548339855 4.2555875778198251 1.5000000000000002 0.017515532672405246 -0.0037389723584055896 0.17667666822671893 3.0201274156570439 0.96561574935913097 0.0013431804836727681 0.0029816620517522101 0.038897955790162093 -0.00049020355800166715 0.16366459429264071 0.2732349187135697 0.40466210246086126 22.500000000000004 0.030573967844247821 0.016123776324093345 2.421379923820496 1.0000000180025095e-35 5.1845848560333261 0.049430323764681823 -0.076539970934391008 0.050540041178464896 0.082457687705755248 1.4978661537170412 0.062769349664449706 -0.043649822473525994 0.0049926389474421748 0.012184293940663339 -0.0099913640879094583 7.5355637073516855 -0.12501708418130872 -0.12767060846090314 4.4367339611053476 299.50000000000006 0.25822080671787268 0.45406930148601538 1.0000000180025095e-35 7.0938198566436776 -0.0042000242974609128 -0.026232725940644738 -0.01441261265426874 0.0061574834398925313 0.099677570164203658 0.21921034157276156 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 6 7 5 8 17 37 -5 40 -11 12 23 -14 18 16 -2 -1 19 20 30 43 -23 41 28 -19 27 -27 -25 -30 -4 35 -33 -34 -29 -32 -35 -3 -16 -40 -6 42 -8 -22 45 -28 right_child=1 3 14 4 9 -7 11 -9 -10 10 -12 -13 13 -15 38 -17 -18 25 -20 -21 21 22 -24 24 -26 26 44 34 29 -31 31 32 33 36 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.00091754955745204257 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leaf_weight=23062 422 1660 31206 262 172 286 298 340 152 354 140 4314 218 156 1346 3936 220 11952 15700 40152 724 116 346 624 248 280 3970 2500 256 252 31272 262 214 7126 224 1920 184 328 2658 218 180 1426 500 156 224 142 leaf_count=8683 147 528 11593 61 54 77 85 84 44 97 36 1419 55 52 353 1436 70 4262 6464 15506 236 28 85 202 68 86 1405 802 84 70 11440 79 63 2311 60 612 64 90 969 55 72 489 156 38 70 45 internal_value=0.00157463 0.00663533 0.00134244 0.0110616 0.0174952 0.0264469 0.00263769 0.00678344 0.0372184 0.0100659 0.0175831 0.00585241 0.00880214 0.0226386 0.000851418 0.00288811 0.0120107 0.00200819 0.000725426 0.000972291 0.00151453 0.00976615 0.0210016 0.0073604 0.0123428 0.00331185 0.00529191 0.00833431 0.00855292 0.0156298 0.00136099 0.00205396 0.00441296 0.00392368 0.00702461 0.00150048 0.00349008 0.00416132 0.00471122 0.00267575 -0.000503649 0.00426463 0.0093677 0.00385039 0.00318269 0.00254944 internal_weight=192698 8452 184246 3874 1546 700 50646 2328 414 846 494 8292 3978 374 133600 4578 642 42354 129378 113678 73526 1342 462 3604 1380 19292 7340 3004 1132 508 72184 40978 7786 7524 2724 33192 7310 1988 4222 2876 352 2224 798 880 4336 4112 internal_count=70785 2796 67989 1143 441 182 18093 702 105 259 133 2680 1261 107 49896 1653 217 15413 48519 42055 26549 387 113 1154 424 6730 2468 948 356 154 26162 14569 2517 2438 862 12052 2375 618 1377 1024 126 730 241 274 1520 1450 is_linear=0 shrinkage=0.04 Tree=54 num_leaves=47 num_cat=0 split_feature=57 60 38 277 25 243 198 78 125 55 312 271 279 135 129 25 310 57 35 201 50 0 35 62 0 122 3 45 211 103 205 50 297 311 69 125 39 27 0 122 57 161 132 124 17 248 split_gain=121.144 100.032 73.7373 104.201 70.821 69.5981 65.4758 81.3733 49.9006 49.2371 54.9676 57.6898 43.5481 41.0926 48.8166 39.0505 38.2631 32.5294 32.128 30.5896 35.2257 29.8995 39.9234 28.8961 27.0688 25.8526 25.5361 25.088 32.3398 34.5656 24.0483 23.7641 30.1029 22.3921 22.2262 22.0361 21.2325 20.7436 20.3348 19.7218 21.7853 23.0484 19.4517 24.7906 26.8398 32.6618 threshold=5.625819444656373 3.4811217784881596 0.1487102955579758 -0.00022876980801811439 2.5000000000000004 0.023618451319634918 0.013719239737838508 1.0000000180025095e-35 0.0052958428859710702 8.9142899513244647 -0.024660168215632435 -0.00081459496868774284 0.030500759370625023 0.04927365109324456 -0.047908458858728402 3.5000000000000004 0.0024556816788390283 4.1666352748870858 0.42752829194068914 -0.012121584266424177 1.1828668713569643 243.50000000000003 0.35612297058105474 9.9694857597351092 55.500000000000007 0.035677727311849601 1.0000000180025095e-35 0.066738821566104903 -0.0024800341343507166 0.037605427205562598 0.071165259927511229 3.7761944532394414 0.016971979290246967 -0.0052817028481513253 2.421379923820496 -0.067903436720371232 1.3060793280601504 0.091799769550561919 139.50000000000003 -0.006080630235373973 5.3867835998535165 0.048040891066193588 0.0068694390356540689 -0.070963811129331575 5.5000000000000009 0.0038341826293617491 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 6 12 24 17 -7 10 11 -9 19 21 -15 23 -16 25 34 20 -4 -12 -23 42 -1 -8 35 28 29 -19 -29 -27 33 -33 36 -20 37 -6 -39 -40 -41 -42 -3 -44 45 -45 right_child=1 15 5 -5 18 8 7 9 -10 -11 13 -13 -14 14 16 -17 -18 27 26 -21 -22 22 -24 -25 -26 31 -28 30 -30 -31 -32 32 -34 -35 -36 -37 -38 38 39 40 41 -43 43 44 -46 -47 leaf_value=-0.00033832450293401733 0.040986348399530456 0.0027843337876495918 0.021690329237888925 -0.0018176386268050583 -6.6518769754265444e-05 0.033990167869344966 0.0011772210511474509 0.033242592820918404 0.0092193879613689349 0.02625424150550416 -0.00045791937088140105 0.0038749763321749031 0.023356580335923426 0.02850571335289423 0.0009645567598773713 0.0019277127807315584 0.01972505632787943 0.008820733554624571 0.028378955173506359 -0.0012180404523512241 0.0034839209751181322 0.0038308573347850912 0.022647120757221681 0.018629375679292671 0.0020603145366469462 0.0030019841042933314 0.0018390203975302704 0.0034862810011475971 0.0048484886915159189 0.033021729815147775 0.013639220777908316 0.014922953603161489 0.025701116900655192 0.0019340644236778013 -0.0011126321129462204 0.0087149666165594625 0.013236798470081806 0.00060883181072066031 0.00075167612638175993 0.0030581021085601253 0.0050749331058832156 0.025366487229692525 -0.0016643084016713231 0.030925558101368177 0.0076937365232995058 0.006362342210486531 leaf_weight=16166 282 1604 252 134 37848 268 19002 252 254 236 1522 186 196 236 486 8588 270 202 106 970 520 720 240 310 14086 9726 1036 5432 518 178 400 328 152 600 12556 632 214 36208 7838 9694 236 144 274 210 824 148 leaf_count=6271 65 526 62 45 14694 68 6977 68 71 62 567 53 52 76 167 3032 77 63 27 327 148 244 58 81 5075 3363 392 1840 163 47 110 96 38 212 5222 150 57 13430 2863 3299 78 36 101 57 256 46 internal_value=0.00149905 0.00497149 0.0116682 0.0272272 0.00120874 0.00902706 0.00218791 0.00323579 0.0219776 0.00854445 0.00746963 0.0208086 0.0055293 0.00578235 0.0126597 0.00336003 0.00768194 0.0026329 0.000556588 0.00351122 0.00944732 0.00302964 0.00855359 0.00700846 0.000778566 0.00206566 0.00589306 0.00514458 0.0113658 0.0202139 0.00418486 0.0036277 0.00925467 0.00653609 0.000466146 0.0115739 0.0006812 0.00065184 0.00115421 0.00225655 0.00342722 0.0128108 0.00582548 0.00917154 0.0116827 0.0208169 internal_weight=192284 14834 2876 416 177450 2460 70938 40686 522 4148 3912 438 1938 3474 992 11958 756 36538 106512 1742 772 2482 960 3370 30252 29808 1774 6730 898 380 5832 10806 1080 928 104738 738 92182 91968 54120 17912 10074 380 3060 1456 1182 358 internal_count=70812 4937 838 110 65875 728 25627 14281 139 1372 1310 121 589 1189 320 4099 244 12909 40248 537 210 869 302 1067 11346 10686 569 2223 273 110 1950 3709 346 308 39679 177 34457 34400 19706 6276 3413 114 986 460 359 103 is_linear=0 shrinkage=0.04 Tree=55 num_leaves=47 num_cat=0 split_feature=57 60 27 244 69 303 0 110 173 28 49 132 69 66 55 198 289 108 125 73 174 114 165 248 29 0 27 103 0 214 104 133 55 324 56 244 170 25 149 35 136 112 122 297 77 115 split_gain=116.097 118.119 88.7098 75.9298 69.0884 58.2615 55.9866 59.1238 85.7266 55.7084 61.8007 71.8314 49.7262 52.0953 56.9245 50.5879 47.2035 49.128 42.0938 57.4808 36.4183 48.3099 43.4057 47.2613 33.9322 33.5206 32.1362 34.3493 34.3647 39.6839 28.1456 29.4267 27.9843 27.3526 26.4586 29.8263 25.7164 25.3619 24.0931 24.0138 22.6934 21.585 20.0933 21.4202 20.0892 19.8022 threshold=5.6112999916076669 3.4811217784881596 13.987025737762453 -0.018978710286319252 0.39775022864341741 0.004345580469816924 157.50000000000003 0.10463401675224306 0.018567880615592006 0.86141595244407665 3.9415346384048466 0.016047649085521701 1.5862545371055605 1.0000000180025095e-35 7.6051435470581064 0.015847984701395038 -0.050799952819943421 -0.054730646312236779 0.10125377029180528 5.0782890319824228 0.028133550658822063 0.10367358848452569 0.030590857379138473 0.020350259728729728 0.027855369262397293 45.500000000000007 0.12129050865769388 -0.052475482225418084 34.500000000000007 0.048079524189233787 0.053880371153354652 0.017930841073393825 5.478551149368287 0.038189662620425231 3.3842465877532963 0.0013546348200179639 0.013238925486803057 1.5000000000000002 0.044455189257860191 0.36528104543685919 0.1289365962147713 0.088642410933971419 -0.0054189274087548247 0.054666150361299522 4.5830564498901376 -0.18535065650939939 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 5 6 36 34 24 -9 18 11 -11 13 14 25 44 -17 20 19 30 22 38 39 -24 -8 -1 -3 -28 -29 33 31 -5 -27 37 45 -36 -2 41 -22 -18 -19 -30 43 -34 -16 -4 right_child=1 26 4 9 -6 -7 7 8 -10 10 -12 -13 -14 -15 15 16 17 40 -20 -21 21 -23 23 -25 -26 32 27 28 29 -31 -32 -33 42 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-6.856056100295223e-05 0.022186176863672968 0.00020625022050080051 0.020610802626219865 0.0051429415216692068 0.0017591463957065056 0.037337724988286254 0.023146665281589325 0.011709252946567812 0.048969780724981558 0.011045621249892494 0.0048445350207359994 0.041107474741950693 -0.00028349642352884226 0.00016549772897291533 0.0019491740049962947 0.02948757559505125 8.0192680567539452e-05 0.0023264821887410848 0.022839247962372414 -0.013075822655858958 0.0061759150356597813 0.036472135531237806 0.0092072603220186063 0.035481679729974951 0.0070068592473155212 0.001098960875529163 9.6257166801392668e-05 0.00031172546873056689 0.0089488387517949446 0.026132005513047375 -0.0014137723422019675 0.027511234908711674 0.0014487064579029902 0.020469907837620389 0.023613977566958735 0.0026238932545801889 0.0031201900809239118 0.0048048755355670734 0.025097553330178587 0.017349080650342838 0.016207455877453238 0.024472588608870333 0.0039967156169117973 0.011862306139216974 0.015092896184840127 0.0031604753305533475 leaf_weight=16974 272 4056 106 246 8236 282 242 258 160 274 458 238 39398 40030 7234 150 816 2638 148 356 328 184 366 156 1480 27846 2056 1300 584 178 386 152 11498 226 236 200 194 3596 160 152 202 190 13426 324 190 3826 leaf_count=6449 66 1484 31 69 3014 73 75 83 36 77 135 59 15845 15267 2461 41 272 873 40 148 98 50 105 38 456 10219 736 480 172 47 119 40 4055 65 60 60 53 1142 40 40 51 47 4485 98 51 1319 internal_value=0.00151141 0.00486686 0.00122309 0.0119671 0.0041935 0.0230065 0.00727347 0.0125729 0.0260545 0.00830157 0.0155364 0.0250726 0.000952837 0.0013499 0.00192357 0.00440144 0.00744651 0.00677978 0.00284513 0.000231662 0.011322 0.0190489 0.0078267 0.0171122 0.00928717 0.00147878 0.00311456 0.00456528 0.00607775 0.00764749 0.00628331 0.0137331 0.00197345 0.00692607 0.00467485 0.0140135 0.0142725 0.00622111 0.0124184 0.00280694 0.00331915 0.0127862 0.00293785 0.00173509 0.00228754 0.00363603 internal_weight=192008 15192 176816 3006 14744 748 6508 2140 418 2258 970 512 162072 122674 82644 12576 5152 5002 1288 1140 2162 672 1490 522 1722 70068 12186 8130 6074 4774 784 398 53094 4596 4368 436 466 4370 488 968 2840 774 25248 11822 7424 3932 internal_count=70724 5052 65672 879 5134 192 2120 650 119 687 271 136 60538 44693 29426 4120 1608 1567 416 376 643 188 455 143 531 25306 4173 2689 1953 1473 228 109 18857 1426 1470 120 119 1361 138 312 924 219 8638 4153 2512 1350 is_linear=0 shrinkage=0.04 Tree=56 num_leaves=47 num_cat=0 split_feature=98 3 98 28 70 98 147 22 173 99 153 226 323 236 163 160 163 25 161 69 200 69 145 0 69 70 55 137 29 99 278 188 0 8 28 98 290 121 99 279 288 115 27 307 194 121 split_gain=398.897 202.214 99.2772 59.9356 56.4527 49.3083 49.0337 70.8523 72.9132 48.744 52.7381 50.8016 48.167 41.1036 43.1756 99.4937 39.6339 37.5721 37.4561 34.7708 34.2459 33.5107 31.7152 30.3558 29.5844 28.2445 26.5994 26.5378 25.8043 31.2443 37.0132 52.3614 25.2669 25.2392 26.6699 24.6624 37.5247 49.86 56.2544 27.4323 24.2796 24.1242 25.5329 36.1712 23.459 25.4265 threshold=0.22421184182167056 1.0000000180025095e-35 0.35837094485759741 0.61230221390724193 1.2424533367156985 0.088166877627372756 0.027062607929110531 1.0000000180025095e-35 -0.0027416450902819629 5.1503930091857919 0.057496566325426109 0.0017187886987812819 -0.0088673271238803846 -0.0041236041579395524 -0.010701539926230906 -0.093492574989795671 -0.033429522067308419 8.5000000000000018 0.064085792750120177 2.520794272422791 -0.0017272900440730152 2.2850008010864262 -0.0101513285189867 33.500000000000007 2.0558316707611088 0.89587974548339855 9.1025881767272967 0.0076429545879364022 0.3126917183399201 5.0005793571472177 0.018789484165608886 0.015715501271188263 27.500000000000004 1.0000000180025095e-35 0.5611877739429475 0.3386568427085877 0.00028636561182793235 -0.011725364252924917 4.9801702499389657 0.044983891770243652 -0.016147828660905358 -0.033283296972513192 16.342111587524418 0.00038459833012893801 0.086656849831342711 -0.04506994038820266 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 9 -4 17 -1 13 8 -8 10 26 12 -12 40 15 -15 -17 20 22 32 24 23 -16 -7 -3 33 28 -9 29 30 44 -32 -6 34 -25 39 37 38 -37 -34 -5 42 -36 -44 45 -2 right_child=1 4 3 6 19 21 7 27 -10 -11 11 -13 -14 14 18 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 31 -33 35 -35 41 36 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 leaf_value=-0.00036493948270015372 0.011281436818560666 0.0051302580221059 0.0042549935594546288 0.016896890855833607 -0.00048112440975212902 -0.0005622966055371585 0.01826081809392454 0.0022755548729719711 0.044770032833180116 0.023582717749880133 0.023114293368894662 0.025697667662003269 -0.00058704580148084059 0.073659031244574999 0.018677636128393089 0.013514393787183556 0.035712767201043216 -0.00086139731902314944 0.028636511410834519 0.00059171524381579279 0.00027075180105401534 -0.0008034035169584763 0.0017006335960598681 -0.00053602697362598365 -0.0021032925918735602 0.0032119825490052305 -0.0041659348362311109 0.020550866853926895 -0.0050320986284817558 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0.00662114 0.00321562 0.00107558 0.0078057 0.00139488 0.00445023 0.00171974 0.00358788 0.011972 0.00488026 0.00602402 0.00829171 0.0193398 0.00811891 0.00125744 0.00262079 0.00907135 0.0122307 0.0164191 0.0253844 0.00625481 0.00665118 0.00351316 0.00547581 0.0140431 0.0060932 0.00470295 internal_weight=191514 35980 9992 4502 25988 155534 3726 1178 668 5490 5240 996 632 2548 1616 684 624 19828 932 6160 15070 89366 764 76386 10618 65512 4244 510 3638 3262 2442 404 4934 50018 15146 4442 2092 1298 562 2350 932 11808 5420 504 2038 1846 internal_count=70821 11876 2928 1207 8948 58945 997 305 162 1721 1660 290 194 692 428 170 158 6992 258 1956 5167 32677 214 27459 3515 23246 1370 143 1159 1003 721 104 1509 17971 5113 1329 562 335 137 767 264 3884 1734 142 617 571 is_linear=0 shrinkage=0.04 Tree=57 num_leaves=47 num_cat=0 split_feature=98 60 98 54 176 28 268 49 102 112 0 147 24 149 38 168 131 66 69 98 196 211 98 114 39 44 196 225 101 149 227 98 100 141 69 70 268 2 126 205 282 176 275 162 261 106 split_gain=366.258 212.961 101.536 62.0175 97.8537 57.8291 61.3919 50.0066 48.3391 44.2275 46.9304 58.0334 40.1705 53.6249 93.3969 51.3163 39.4024 38.5874 38.6708 39.9686 37.7726 39.1862 37.3187 30.5645 39.0026 27.6665 39.3968 27.4389 26.3623 40.3157 25.7809 25.3107 23.4926 23.0146 21.6451 23.9328 40.2671 20.1396 19.6533 26.4207 30.7162 19.8865 20.1695 19.1117 21.9666 18.7801 threshold=0.17596124112606051 1.0000000180025095e-35 0.36848169565200811 0.013655418995767834 0.03402256220579148 0.96561574935913097 -0.0028249582974240179 3.4175922870635991 0.28594315052032476 -0.10438290238380431 151.50000000000003 0.049778016284108169 41.500000000000007 -0.061056155711412423 0.26506102085113531 0.069590885192155852 -0.010453868657350538 1.0000000180025095e-35 2.9549465179443364 0.5667022466659547 0.012096664868295194 0.0058001682627946147 0.59565711021423351 0.15632639080286029 0.36484904587268835 0.13402660191059115 0.023535714484751228 -0.0018033710657618938 0.033603321760892875 0.024402056820690635 -0.025092458352446553 0.088166877627372756 0.2046775966882706 0.038136387243866927 2.101895928382874 1.2424533367156985 -0.052525049075484269 1.0000000180025095e-35 0.05774850212037564 -0.0029518256196752186 -0.027766217477619645 -0.11921644955873488 -0.048531258478760712 0.0097300074994564074 0.0050564354751259097 0.020800337195396427 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=31 2 5 4 -4 7 -7 12 17 -5 20 27 28 14 16 25 -14 18 19 23 -11 -22 -21 38 -25 26 -15 33 -2 -30 -24 -1 -9 -12 35 -33 -37 -10 41 40 -40 -3 -43 -39 -45 -42 right_child=1 8 3 9 -6 6 -8 32 37 10 11 -13 13 15 -16 -17 -18 -19 -20 22 21 -23 30 24 -26 -27 -28 -29 29 -31 -32 34 -34 -35 -36 36 -38 43 39 -41 45 42 -44 44 -46 -47 leaf_value=-0.00027409431428089212 -0.0028189495953292072 0.016279094670381761 0.014921773777670691 -0.0010344544702440227 0.049614330113411244 0.0050094188962595812 0.030264359963004014 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252 146 13022 226 10230 1114 232 2214 774 178 10356 372 142 976 leaf_count=26224 281 56 99 103 45 86 87 473 2285 208 91 69 62 80 37 94 69 4546 456 77 88 52 71 117 58 625 41 83 71 45 324 19226 72 33 5229 75 3591 377 66 707 261 45 3424 124 35 282 internal_value=0.00131884 0.00432271 0.00953724 0.015313 0.0273251 0.00671056 0.018359 0.00552139 0.00297438 0.0127787 0.0146736 0.0206465 0.00771054 0.00997979 0.0208709 0.00757427 0.0109021 0.00367512 0.00484326 0.00531869 0.00937109 0.0175156 0.0110806 0.00467368 0.0137577 0.00547992 0.0147459 0.01526 0.00134582 0.00998884 0.00830653 0.000297582 -0.000500499 0.00877119 0.000794492 0.00110027 0.00284854 0.000108352 0.00432569 0.00664659 0.0100006 0.00341688 0.0031858 0.00404829 0.0104206 0.00817812 internal_weight=191024 48466 9956 3270 568 6686 618 6068 38510 2702 2376 1116 4450 3280 592 2688 426 30944 18376 17220 1260 528 1732 15488 570 2352 422 830 1170 380 1418 142558 1618 464 76266 63244 10456 7566 14918 4196 1982 10722 10534 1628 514 1750 internal_count=70650 16305 2994 871 144 2123 173 1950 13311 727 624 276 1405 1008 168 840 131 10490 5944 5488 348 140 472 5016 175 746 121 207 397 116 395 54345 545 124 28121 22892 3666 2821 4841 1316 609 3525 3469 536 159 543 is_linear=0 shrinkage=0.04 Tree=58 num_leaves=47 num_cat=0 split_feature=98 60 98 240 20 98 58 102 27 279 148 296 260 198 112 118 204 197 102 125 162 246 304 238 107 286 103 0 128 66 313 190 270 303 98 69 66 0 275 215 305 320 291 169 294 138 split_gain=391.715 214.504 102.989 63.5985 107.537 58.0555 53.5705 46.7789 71.5275 51.3929 45.4123 73.3914 69.6565 45.0122 42.119 40.2319 39.5204 39.095 37.9719 36.4178 34.6761 36.2405 34.0459 39.5996 54.572 29.4964 40.9726 28.8894 37.2751 27.8188 27.0563 25.2449 27.6863 25.23 24.5996 24.5469 28.1069 24.3471 25.9801 24.2788 24.2229 24.2077 23.0189 22.1331 53.7722 22.1166 threshold=0.17858090251684192 1.0000000180025095e-35 0.39004372060298925 -0.0033934939419850703 -0.98296290636062611 0.54843398928642284 3.689055442810059 -0.25302784144878382 12.120584487915041 0.029178171418607238 -0.044723067432641976 0.0014611162478104236 0.0072532563935965308 0.30821250379085546 -0.058831587433814996 -0.035685680806636803 -0.00064050182118080546 -0.033570066094398492 0.28594315052032476 -0.092296011745929704 -0.016066785901784893 -0.00041732972022145981 -0.0027134260162711139 -0.0023533044150099154 0.11690346151590349 0.00036522357549984013 0.095723614096641554 276.50000000000006 0.0090603865683078783 1.0000000180025095e-35 -0.060096334666013711 0.0053261658176779756 0.012571719009429218 -0.0058792650233954183 0.071608699858188643 1.5655440688133242 1.0000000180025095e-35 31.500000000000004 -0.12720310688018796 -0.0018460061983205376 0.0082769212312996405 9.0768404334085076e-05 0.013648804277181627 -0.10810310393571852 0.0045890479814261207 -0.058890562504529946 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=34 2 3 4 -2 18 -7 8 14 13 11 12 -6 31 39 -16 -17 20 29 -12 -8 -22 23 45 -25 -19 33 42 -29 30 -3 41 -33 -27 -1 36 37 -36 -39 -4 -35 -9 -21 44 -31 -5 right_child=1 5 7 22 10 6 17 9 -10 -11 19 -13 -14 -15 15 16 -18 25 -20 27 21 -23 -24 24 -26 26 -28 28 -30 43 -32 32 -34 40 35 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.00055222466021590054 0.040510531745812033 0.021164776866868042 -0.001927813699322123 0.011495954967612264 0.016039987677871358 -0.00081676119241542761 0.0071299995798082636 -0.010981690047110649 0.040798097061708505 0.030040333536282885 0.021364167529445158 0.0021182061196589959 0.051997058975285504 0.026588423346395548 0.0323927113266285 0.0264665595257885 0.0054798704913903637 0.0034727331313570121 -0.00027536738050027061 -0.00025441477185476484 0.031897063996535018 0.01132846589308666 0.00040551988105445901 0.0081581389776392444 0.03058514412679629 -0.0022417527383512205 0.021228788158395788 0.024540769222468267 -0.00017595555743522194 -0.00033399191694303209 0.004035518878233506 0.0047188726944519099 0.02338029320984282 0.0055279174080844649 -0.00067421719668775122 -0.00047061777845707728 -0.0001224233000199732 0.015931032112483205 0.0017934976038336782 0.017407566855758266 0.025095897357310021 0.005937175474430326 0.013255174370336924 0.0011657303084806104 0.02746530733623747 -0.0032181750870784406 leaf_weight=41916 190 148 240 228 216 1056 382 234 236 190 236 244 144 176 350 266 312 1616 6510 1190 310 248 2234 844 218 332 454 232 168 300 15716 400 186 294 7040 25636 25464 208 43202 182 154 318 242 10238 176 570 leaf_count=16796 49 46 72 64 62 366 119 83 50 43 68 78 38 42 79 57 86 512 2475 397 81 70 751 244 57 116 115 58 54 108 5186 110 47 101 2724 10292 9726 66 15239 43 39 89 71 3763 56 203 internal_value=0.00130939 0.00443807 0.00963498 0.00693394 0.0115076 0.00306157 0.00715017 0.0157112 0.0205052 0.0106455 0.00943089 0.0190731 0.030527 0.00782038 0.0169301 0.0216917 0.0151671 0.0093696 0.00246256 0.00660685 0.0164416 0.0227921 0.00373458 0.00773067 0.0127862 0.00703213 0.0116868 0.00469518 0.0141852 0.00313317 0.00419665 0.00489697 0.0106719 0.0061128 0.000263033 0.000599543 0.000960935 0.00150774 0.0018616 0.00643258 0.0122953 -0.00124184 0.00203629 0.00155826 0.00998077 0.000994988 internal_weight=191446 47980 10046 6956 2862 37934 4846 3090 1586 1504 2672 604 360 1314 1350 928 578 3790 33088 2068 940 558 4094 1860 1062 2850 1234 1832 400 26578 15864 1138 586 780 143466 101550 75914 50450 43410 422 448 552 1432 10714 476 798 internal_count=70991 16148 2995 2194 875 13153 1519 801 387 414 826 178 100 371 337 222 143 1153 11634 648 270 151 1319 568 301 883 371 580 112 9159 5232 329 157 256 54843 38047 27755 18029 15305 115 140 172 468 3927 164 267 is_linear=0 shrinkage=0.04 Tree=59 num_leaves=47 num_cat=0 split_feature=98 14 98 170 234 195 102 118 69 27 250 278 278 156 3 69 112 183 130 295 198 198 107 222 28 219 105 20 195 127 90 70 57 224 285 298 121 194 98 234 197 9 177 80 153 108 split_gain=305.88 141.401 107.278 51.8711 63.3419 61.4442 50.8776 47.1369 38.4519 51.7596 43.3409 43.9869 36.8453 35.7881 33.8332 40.1476 42.653 34.8967 44.4574 56.8026 29.714 28.5459 47.1463 50.0896 26.9855 39.0381 55.5265 26.1632 29.6274 27.0337 24.3523 24.3122 24.261 23.4626 23.4229 26.7612 23.3125 22.6812 22.478 21.9887 21.3136 28.2389 21.28 21.1384 26.3805 20.9997 threshold=0.36848169565200811 1.0000000180025095e-35 0.14115410298109057 -0.03517059609293937 0.010885593481361868 -0.0030633439309895034 0.11944459378719331 -0.0019268649630248544 1.5655440688133242 16.342111587524418 -0.0023677804274484511 0.022220815531909469 0.011390534695237877 0.030656582675874237 1.5000000000000002 2.421379923820496 -0.0067718671634793273 0.033238194882869727 -0.017863176763057705 0.011336524505168201 0.028474487364292148 0.03136140666902066 0.1397555470466614 -0.011559583712369202 0.82621711492538463 -0.039024960249662392 0.035072399303317077 0.37940952181816107 -0.016314825043082234 -0.0081388712860643846 1.0000000180025095e-35 1.2424533367156985 4.9163179397583017 0.0022095674648880963 0.054595764726400382 0.0014388935524038973 -0.076151549816131578 0.047439280897378928 0.61589598655700695 0.00064481113804504286 -0.059746544808149331 0.029001682065427307 0.026438642293214801 0.93301269412040722 0.070272780954837813 0.0084801018238067644 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 -2 8 12 9 21 11 13 38 -11 15 16 36 27 19 33 37 24 -23 -24 32 26 -26 31 -29 -30 -8 -18 -4 -19 43 -36 -3 -9 39 -5 41 -38 -12 -27 -45 -33 right_child=1 14 6 7 -6 -7 30 20 -10 10 42 -13 -14 -15 -16 -17 17 18 -20 -21 -22 22 23 -25 25 34 -28 28 29 -31 -32 45 -34 -35 35 -37 40 -39 -40 -41 -42 -43 -44 44 -46 -47 leaf_value=0.00018220039361197489 0.042521893261278983 0.010172473188169402 0.0019899055187339071 0.0016526504237517755 0.0051509492320916317 0.017291720588186947 -4.5641876972971e-05 -0.005733244050563354 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220 250 362 2636 184 390 1872 322 230 leaf_count=46815 68 185 1797 100 74 89 5870 142 2767 170 299 43 89 79 602 327 658 56 206 42 82 1149 84 128 88 4438 38 83 89 75 929 101 615 52 68 64 75 56 55 99 890 54 111 594 93 65 internal_value=0.00129678 0.00695668 0.000843605 0.0144365 0.0228232 0.0295093 0.00231256 0.0112802 0.00316888 0.00381836 0.00959969 0.0156869 0.0161302 0.0118227 0.00481768 0.00574883 0.00659026 0.00909395 0.0147422 0.0229251 0.00447428 0.00332976 0.00629953 0.0155505 0.00276088 0.00365339 0.015915 0.00701639 0.0130599 0.0175804 0.000579352 0.00502686 0.000629543 0.0136443 0.00333472 0.0129274 0.00337408 -0.000370855 0.0121133 0.00854758 0.00189565 0.0103216 0.00460895 0.00308394 0.00671513 0.011885 internal_weight=190810 14144 176666 3144 858 622 54848 2286 36710 29328 2284 1028 1334 846 11000 9352 8478 4766 1280 580 952 27044 4346 732 22698 15998 404 3486 862 628 18138 2624 6700 376 15594 396 3712 648 980 730 3050 414 1256 15198 2194 628 internal_count=70653 4414 66239 854 231 157 19424 623 12625 9858 702 292 343 249 3560 2958 2631 1427 356 150 280 9156 1361 212 7795 5383 126 1071 247 164 6799 824 2412 108 5257 132 1204 198 254 199 1019 129 410 5125 687 166 is_linear=0 shrinkage=0.04 Tree=60 num_leaves=47 num_cat=0 split_feature=98 60 98 193 0 66 200 174 148 321 197 114 196 28 128 0 240 99 27 72 196 21 90 27 305 304 288 182 55 125 238 3 0 283 50 192 155 272 208 171 99 111 161 121 112 278 split_gain=330.031 134.19 113.789 68.9494 66.3792 59.7604 51.2919 47.4017 55.5114 55.3588 76.0735 50.3405 47.5531 44.859 42.1324 41.0385 38.4145 50.1743 36.9252 43.1448 34.4982 30.4763 29.2496 33.1488 38.3937 27.7447 36.0341 27.8679 27.6442 26.9844 40.0941 26.3357 28.3278 29.4133 31.9907 40.2918 25.6158 24.1482 23.7663 28.4274 24.6383 33.8605 23.5464 21.336 21.1958 20.6703 threshold=0.36848169565200811 1.4978661537170412 0.1733457297086716 0.087415948510169997 103.50000000000001 1.0000000180025095e-35 -0.0001712803932605311 0.015620531514286997 -0.035872288048267358 0.012081844266504051 -0.059746544808149331 0.084220442920923247 0.010064115747809412 0.80442953109741222 -0.11976324021816252 88.500000000000014 -0.0084777087904512865 5.1445789337158212 16.342111587524418 0.28802521526813513 0.0058642420917749414 1.0000000180025095e-35 1.0000000180025095e-35 6.9318461418151864 0.00030246033566072589 0.0010310229845345022 0.060492206364870078 -0.10567538440227507 10.222558975219728 -0.051164753735065453 -0.0083894729614257795 1.5000000000000002 25.500000000000004 -0.0061544664204120627 3.9480108022689824 -0.0034639718942344184 -0.021060933358967301 0.028064846061170105 0.0027018345426768069 0.079592071473598494 4.9801702499389657 -0.011103644967079161 0.020220412872731689 -0.078897409141063676 -0.016497077420353886 0.0032657674746587877 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 6 22 16 7 12 -9 10 -10 -12 15 -14 20 -2 17 29 25 44 -3 28 -4 43 -25 26 27 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0.026336363324686154 0.0068668415946849986 0.027987584096247336 0.01635677228423759 0.019931834916383524 0.0024175239855127786 0.020256588693959583 0.00720497569824524 0.0079492428518856493 0.018244244933868788 0.0013182053740342242 0.0020597654042739263 0.0085823009736146223 leaf_weight=141610 244 296 15514 190 266 5770 280 340 84 158 358 172 366 362 4016 302 164 386 280 148 342 564 284 284 252 2842 156 3870 158 864 204 870 1466 346 258 330 360 180 1164 162 766 300 160 1980 354 982 leaf_count=54125 86 90 5767 47 71 2121 94 80 16 53 99 38 109 87 1362 91 46 97 80 40 87 206 88 92 72 949 44 1239 45 290 74 317 461 85 77 87 84 52 370 43 215 88 44 654 117 297 internal_value=0.00124007 0.00709462 0.000767362 0.0142838 0.00281171 0.00464147 0.0128073 0.0144698 0.0208406 0.0148769 0.0203038 0.0146373 0.010124 0.0177297 0.00499889 0.00399983 0.0063897 0.0102032 0.00490398 0.0131449 0.0149697 0.00438583 0.00115043 0.00491246 0.013848 0.00398581 0.0060547 0.00532149 0.00174069 0.00823865 0.0154648 0.00615861 0.00720693 0.00820474 0.010285 0.0187477 0.00916544 0.00598511 0.00846144 0.00461058 0.0120719 0.0178229 0.0068074 0.0027918 0.00857702 0.00461514 internal_weight=190804 14254 176550 3216 34940 16626 3026 2746 1112 772 614 530 1634 728 11038 906 10856 3042 7814 782 638 10400 18314 2800 536 7032 4190 4034 4174 2656 630 6226 5356 4792 3326 588 662 2026 2738 1326 1412 646 364 2264 634 1846 internal_count=70776 4417 66359 884 12234 5561 837 743 286 206 153 137 457 196 3533 261 3440 925 2515 237 177 3356 6673 906 164 2278 1329 1285 1407 828 189 1949 1632 1426 965 164 175 639 801 413 388 173 118 742 197 587 is_linear=0 shrinkage=0.04 Tree=61 num_leaves=47 num_cat=0 split_feature=98 8 122 281 170 222 98 98 198 204 157 28 296 174 144 109 124 54 70 253 236 192 205 26 122 207 187 222 187 185 253 201 309 188 253 222 103 64 149 49 128 50 98 184 26 146 split_gain=288.832 143.586 62.1965 60.2628 66.0945 57.6385 48.2331 38.3026 50.5008 44.4486 42.6629 37.1483 35.4772 38.5086 42.3584 35.3001 37.4354 33.7854 33.6825 30.2935 29.8625 28.7621 28.7333 31.7611 30.8553 31.2391 28.7027 28.4083 28.0078 25.2758 24.8132 24.6539 23.9871 33.4617 23.7148 27.3592 31.7267 22.4522 32.8115 26.9792 22.2167 40.3374 24.4348 21.9234 20.6228 18.7031 threshold=0.26206894218921667 1.0000000180025095e-35 0.0094307251274585741 0.0014834746834822001 -0.053221676498651498 0.019004016183316711 0.15846465528011325 0.5667022466659547 0.037340881302952773 0.0029645828763023023 0.062901854515075697 0.79637822508811962 0.0039229453541338452 0.042789693921804435 0.0051959529519081124 -0.026032066904008385 0.011718476191163065 0.041465809568762786 1.4978661537170412 -0.0092187360860407335 0.0088848867453634756 0.02092540264129639 -0.001767085865139961 4.5000000000000009 0.088762089610099806 0.001637651526834816 -0.0080834208056330663 -0.049077572301030152 0.031382039189338691 -0.068541757762432085 -0.019970349036157128 -0.013825637754052876 -0.0082326959818601591 0.044908815994858749 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74 157 80 112 81 3955 4980 138 63 108 63 318 89 43 3265 598 40 762 147 87 734 65 86 381 130 105 42 48 81 internal_value=0.00111441 0.00495019 0.00950795 0.0129885 0.0191603 0.0152318 0.000482219 0.00585962 0.0139873 0.00830373 0.00388968 0.00308064 0.00908844 0.0127738 0.0223502 0.00860722 0.0165311 0.0145221 0.00383511 0.0113036 0.00730672 0.0133322 0.00195269 0.00290967 0.00587628 0.0138305 0.00554876 0.00446426 0.003842 0.00180783 0.0193504 0.00287429 0.00503986 0.0113027 0.00577412 0.0105906 0.0159529 0.00574916 0.0120691 0.00633182 0.00297556 0.00875449 0.000385381 0.00728901 0.00198357 0.00850378 internal_weight=190574 26964 7842 4012 1552 1268 163610 3830 746 576 3084 19122 2460 1548 468 1080 490 504 16162 1048 3502 956 29298 18500 4400 662 612 3738 3624 2580 436 12660 2546 706 3422 1106 640 2800 680 478 2374 734 1640 546 14100 646 internal_count=70841 8834 2289 1126 420 354 62007 1163 197 154 966 6545 706 430 124 306 127 138 5417 298 1069 274 10489 6534 1506 201 188 1305 1266 828 110 4348 795 197 1083 321 174 948 214 149 747 219 528 147 5028 193 is_linear=0 shrinkage=0.04 Tree=62 num_leaves=47 num_cat=0 split_feature=98 78 98 102 257 198 27 24 43 169 0 122 291 108 174 190 102 49 98 246 24 314 103 27 210 106 312 98 120 123 110 268 157 259 66 0 312 116 155 35 106 56 302 302 324 128 split_gain=256.979 117.622 78.4215 53.1392 49.5535 46.3666 63.9515 45.666 38.8991 67.8967 38.4805 33.4502 32.37 46.8716 32.147 30.7523 29.5445 29.3575 36.629 28.8363 28.75 28.0939 26.6469 26.0232 36.6338 66.284 25.7182 25.5584 25.552 24.3714 24.2166 24.7388 25.1852 34.4503 23.5779 25.7476 22.9794 45.7963 22.1271 24.6981 22.0992 25.9006 22.0704 21.3088 28.2167 20.957 threshold=0.36848169565200811 1.4978661537170412 0.1733457297086716 -0.10688110068440436 -0.0047816333826631299 0.020241792313754562 19.678559303283695 156.50000000000003 38.500000000000007 0.029642133042216304 255.50000000000003 0.048808835446834571 -0.019355158321559426 -0.062170840799808495 0.013369512744247915 0.048509124666452415 0.27829752862453466 1.8688347935676577 0.67324683070182811 -0.0065262776333838693 42.500000000000007 0.0021501659648492937 -0.036470677703618996 0.18225115537643435 0.024709991179406646 0.0077647864818573007 0.0011072603520005944 0.084080018103122725 0.047071024775505073 0.050184961408376701 0.17544875293970111 0.0011109615443274381 0.033953819423913963 0.00031024926283862447 1.0000000180025095e-35 153.50000000000003 -0.0222909627482295 0.040833396837115295 -0.091567084193229661 0.40965779125690466 0.038080327212810523 4.1190040111541757 -0.022020852193236348 0.0095937647856771963 0.0017478175577707591 -0.023025490343570706 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 27 11 -3 16 7 8 9 26 14 15 13 -13 -6 20 17 19 -19 -2 -4 -15 -20 42 36 -26 -7 -1 29 -21 31 -14 -33 -34 35 -29 37 -25 -10 -40 -37 45 -22 44 -24 -42 right_child=1 4 3 -5 10 6 -8 -9 38 -11 -12 12 30 21 -16 -17 -18 18 22 28 23 -23 43 24 25 -27 -28 34 -30 -31 -32 32 33 -35 -36 40 -38 -39 39 -41 41 -43 -44 -45 -46 -47 leaf_value=-0.00034098390876070091 0.0023261387332489617 0.033279091063358059 0.00077435838822904142 0.0010520337443965595 -0.0045930258792955519 -0.0014547419824195184 0.027077653733916761 0.024337514598102693 0.013786333963232502 0.035839932105336036 0.028456125060439773 0.027399023913304298 0.0017571698371213029 -0.00094160038555902948 0.019504481109880633 -0.0022440295604638167 -0.0011815745763305114 0.0023233506147296917 0.0015947091908688428 0.014621419257594153 0.01223602611585297 0.01638786771433921 0.010748421229366074 0.0027377940265310781 0.005497701443990614 0.030681317727753201 0.016597992492696414 0.00065771616323970358 0.0046397868553318348 0.034661966361057991 0.016325230925681188 0.0050442485063543676 0.02496118167687035 0.0045274811271444502 -0.00028518098461302404 0.0013434937847540548 0.0041676270180660939 0.033562714821638022 0.0011683376950978549 0.011269963707314097 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0.00174578 0.0135876 0.0174554 0.00392789 internal_weight=190528 13964 176564 34880 854 13110 4102 3814 3572 686 538 14976 5304 874 360 9672 9008 7436 6462 974 8064 598 1356 4984 3242 688 504 141684 614 418 4430 4130 1866 530 82044 57316 2554 316 2886 2536 16316 6466 1742 918 654 6290 internal_count=70890 4388 66502 12302 215 4173 1209 1145 1086 207 143 5008 1710 273 104 3298 2964 2376 2091 285 2710 195 390 1628 1031 212 158 54200 167 107 1437 1349 581 159 30526 20964 819 100 879 792 5726 2219 597 245 167 2165 is_linear=0 shrinkage=0.04 Tree=63 num_leaves=47 num_cat=0 split_feature=66 57 26 112 315 198 58 41 234 31 26 292 188 0 40 147 28 160 136 0 182 122 318 58 119 300 240 114 304 149 257 77 29 323 185 136 100 315 121 244 122 103 47 56 17 308 split_gain=67.2599 92.6453 69.937 101.307 70.2744 68.5322 56.705 45.4463 40.5457 37.724 44.577 51.0266 39.4934 35.3684 32.4273 31.3287 30.1292 32.291 30.0651 28.7602 28.5993 33.955 23.362 22.2246 34.5586 23.4233 21.5807 22.9723 21.2918 24.721 24.4347 21.6348 20.5029 34.5203 20.1678 18.6177 26.0373 18.1629 17.9806 17.674 17.5703 17.5487 20.7282 27.0933 17.4836 34.0403 threshold=1.0000000180025095e-35 5.625819444656373 9.5000000000000018 0.082815423607826247 0.0077986223623156556 0.016842411831021312 2.4440562725067143 0.027913223952054981 -0.012803117744624613 0.24018695205450061 4.5000000000000009 0.017625798471271995 0.046555044129490859 36.500000000000007 0.24758116155862811 0.10413716733455659 0.96784532070159923 0.038390409201383598 -0.13982266187667844 45.500000000000007 0.056143255904316909 0.028098588809370998 0.0017630017828196289 4.5858724117279062 0.12566664069890979 0.090438950806856169 -0.00024318453506566581 0.013951723463833334 -0.002610527328215539 0.057707633823156364 0.0044769460801035174 1.7935402393341067 0.031348271295428283 -0.0095920455642044527 -0.089665122330188737 0.057710107415914542 0.033643934875726707 0.0012304316041991117 -0.13564687222242353 -0.00083298160461708892 0.011065471917390825 0.1075214445590973 6.6220710277557382 3.9981586933135991 17.500000000000004 0.01369086839258671 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 8 -5 19 40 9 -3 15 11 12 26 -4 -12 18 -16 -18 -8 -1 32 -22 -23 25 35 41 27 -11 29 30 -20 -32 33 -15 -34 -25 -37 -10 -36 -39 -7 -21 -43 44 -44 -46 right_child=-2 2 13 4 -6 6 7 -9 37 10 14 -13 -14 20 16 -17 17 -19 28 23 21 22 -24 24 -26 -27 -28 -29 -30 -31 31 -33 34 -35 38 36 -38 39 -40 -41 -42 42 43 -45 45 -47 leaf_value=-0.00055131871494370284 -4.8145779289761011e-05 0.019920780107444844 -0.0018763557574680856 0.016669936686885514 0.051495284512170454 0.00074282550960170991 0.022708821029216054 0.0027711781988153262 -0.0021142065029892123 0.0053984068985568189 0.022010460286276703 0.037645416114280919 0.028946772015361645 0.022069809678138472 -0.0016678955720254248 0.01929497249597727 0.0047586531631629387 0.026084342648894154 -0.0013628755372855417 0.00040098858819844353 0.0048804259643371681 0.029046907163343058 0.0086604845938303612 0.0014566554519414162 0.021261563664936114 0.017190516104934911 -0.00094538167571048856 0.024791770295255422 -0.00077158141283024441 0.015680064421450982 0.0035393737478689714 0.021559409262452808 0.013860351552206829 0.0040343320833741451 0.011035102316507926 0.0021343361530163059 0.021379000541397294 0.016480525898172501 0.0011543055229083911 -0.00044844017010073215 0.0025023934559000012 0.0012756333261521443 0.0016337571034810276 0.018638691989580791 0.0042938956185191533 0.023540639273552079 leaf_weight=25970 58408 310 1356 226 158 19158 124 9182 482 214 186 168 200 254 658 214 388 160 706 32960 468 228 150 1614 190 140 238 180 1450 330 274 174 248 510 324 256 200 234 3162 170 17262 8286 1562 224 620 192 leaf_count=10107 22580 85 494 59 41 7201 32 3223 163 63 51 42 52 65 221 67 116 40 249 12392 148 60 45 555 57 44 81 46 525 97 91 41 66 157 88 84 58 53 1031 59 6189 3043 525 66 206 56 internal_value=0.00108172 0.00158257 0.00567836 0.0132462 0.0310957 0.00130788 0.00242629 0.00450986 0.0074941 0.00732747 0.011145 0.0175848 0.0134938 0.00389199 0.00650934 0.00453414 0.00410236 0.0110213 0.0034952 0.000513882 0.00535574 0.0120996 0.0210013 0.00111208 0.00497973 0.000913246 0.0085656 0.0142987 0.00267571 0.00604227 0.00327504 0.0105707 0.00408492 0.0100514 0.00286177 0.00347571 0.0106033 0.00312861 0.00207556 0.00937343 0.00157685 0.00086088 0.0022534 0.00537019 0.00411091 0.00886821 internal_weight=190168 131760 8280 1580 384 123480 51266 14846 1196 5664 2392 1000 832 6700 1392 3272 1206 548 3058 72214 5344 846 378 46244 2260 43984 632 394 2934 1484 1154 448 4498 764 3734 2070 456 886 3486 404 36420 43844 10884 2598 2374 812 internal_count=70814 48234 2614 460 100 45620 18427 5037 360 1814 712 284 242 2154 428 1102 377 156 1035 27193 1660 253 105 17086 754 16332 190 109 1003 478 381 132 1407 222 1185 697 142 275 1119 112 13390 16288 3896 853 787 262 is_linear=0 shrinkage=0.04 Tree=64 num_leaves=47 num_cat=0 split_feature=98 60 28 106 142 100 277 172 318 102 319 155 261 28 77 25 98 130 266 198 167 100 244 224 169 234 296 211 62 184 288 286 242 194 39 215 227 312 98 99 144 105 208 105 198 78 split_gain=237.299 122.496 90.094 72.817 65.1749 62.0671 53.9329 56.8469 51.5262 45.6452 45.3278 75.4773 52.8715 50.8995 39.5736 36.1729 34.5524 42.2758 38.1458 34.2139 35.7305 32.8172 31.889 30.4263 28.9496 33.0908 27.9605 30.2204 27.8887 27.8144 25.7006 25.493 25.644 25.3459 25.342 23.4331 22.9491 27.6109 22.1224 21.8395 20.4282 19.7994 28.0269 19.008 18.9426 18.5858 threshold=0.1733457297086716 1.0000000180025095e-35 0.82109540700912487 0.19831755757331851 -0.070652723312377916 0.075267810374498381 0.0026725885691121225 -0.059950884431600564 -0.017689351923763749 0.28198847174644476 -0.0063396950718015424 0.042911503463983543 -0.010457481723278759 0.96978825330734264 4.1618323326110849 3.5000000000000004 0.45973347127437597 -0.074301552027463899 0.002600208506919444 0.029661246575415138 0.088428724557161345 0.028866607695817951 -0.018536436371505257 -0.022221096791326996 0.02899936027824879 0.0010413801064714792 0.0073036346584558496 -0.018864144571125504 9.9694857597351092 0.063990447670221343 0.0031255636131390934 0.012269346509128811 0.017981992103159431 -0.0073823491111397735 0.23107764869928363 0.0043888217769563207 -0.0056474455632269374 -0.00025021709734573955 0.04944820515811444 5.0906732082366952 0.063487507402896895 0.11956138163805009 1.0000000180025095e-35 -0.0083535462617874128 0.022104080766439441 2.6020033359527592 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=38 2 19 4 33 -5 7 -6 -9 15 11 12 -10 24 23 16 -3 18 30 21 22 -2 -21 -8 25 -12 27 -23 29 -19 -18 32 34 -4 -29 -31 37 -25 -1 40 -24 -11 -43 -36 45 -40 right_child=1 9 3 5 6 -7 14 8 10 41 13 -13 -14 -15 -16 -17 17 28 -20 20 -22 26 39 36 -26 -27 -28 31 -30 35 -32 -33 -34 -35 43 -37 -38 -39 44 -41 -42 42 -44 -45 -46 -47 leaf_value=-0.001277263335908187 -0.0031337517903701506 0.0034720735882538371 0.0066766464228739143 0.014624761455202763 -0.00017968981494566354 0.045830850115401209 -0.0090433520894237021 0.036452801218692293 0.055068445090232912 -0.00078537539843079708 -0.00090112864730221721 0.0010092449402497486 0.02432551116508953 0.031450363706591669 0.024849791198781453 0.0016565153345770248 0.0010369119605241604 0.0033171206398805797 0.030355295048325095 0.017690782735508587 0.024591186745323946 0.021545979111816323 -0.003257254580754639 0.021526974842008134 -0.0040545166595000416 0.019438273095696325 -0.0028172331977578701 -0.00095970625370051833 0.019862855179365292 0.0065372609914617335 0.022975033465906871 0.014697278544686672 -0.011155521775232281 -0.0084223668188979361 0.0051984242910781287 0.026260381098949549 0.0003997115825793382 0.0027765960115393833 0.00010914158757262755 0.013879756968987139 0.011960210725665093 0.019853548767462453 0.00084546542079103699 0.022136830295430881 0.0013188020441765459 0.0067401261185945482 leaf_weight=13626 1364 13396 346 252 288 172 242 234 130 7332 200 152 294 162 158 13786 222 2446 230 314 200 208 640 266 260 354 588 518 214 234 138 352 186 364 262 164 468 238 98192 236 180 182 386 178 28910 680 leaf_count=5803 490 4572 95 74 96 40 91 59 29 2774 66 50 73 47 43 4909 77 789 59 77 48 56 204 67 88 99 202 173 55 69 37 100 73 136 73 40 150 75 37444 68 50 57 139 43 10721 218 internal_value=0.0010831 0.00349631 0.00748975 0.0115849 0.00996909 0.0273619 0.0122422 0.0163116 0.0189695 0.00248505 0.0163117 0.0252069 0.0338588 0.0110416 0.00608329 0.00318015 0.00441237 0.0078634 0.0176596 0.0038993 0.0088363 0.00177737 0.00652006 0.00362242 0.0069463 0.0121071 0.00470013 0.00729429 0.0059682 0.00491607 0.00948687 0.0052997 0.00239782 -0.00106521 0.00503816 0.0147098 0.00678188 0.0126957 0.00025479 0.00318486 9.36638e-05 -0.000227663 0.00696027 0.0120854 0.000418169 0.000154814 internal_weight=189944 48536 9806 4580 4156 424 3446 2074 1786 38730 1552 576 424 976 1372 30830 17044 3648 590 5226 1570 3656 1370 1214 814 554 2292 1704 3058 2844 360 1496 1144 710 958 398 972 504 141408 1056 820 7900 568 440 127782 98872 internal_count=70798 16612 3035 1378 1264 114 1033 607 511 13577 452 152 102 300 426 10607 5698 1126 173 1657 447 1210 399 383 253 165 720 518 953 898 114 462 362 231 289 109 292 142 54186 322 254 2970 196 116 48383 37662 is_linear=0 shrinkage=0.04 Tree=65 num_leaves=47 num_cat=0 split_feature=98 78 98 174 37 69 201 302 104 198 43 128 159 27 49 240 279 69 135 222 103 205 58 230 304 142 184 81 196 103 27 102 132 240 263 125 260 73 132 69 98 66 122 0 58 159 split_gain=235.151 74.4688 68.8693 49.9461 45.9732 40.9832 39.2978 35.3054 43.9623 33.0744 39.2098 36.7597 31.2327 30.2252 28.6274 28.5951 43.6186 45.619 49.003 44.445 26.7115 25.8322 25.1167 30.4568 25.1159 50.1094 31.8867 67.0601 23.4829 23.2543 22.8439 28.3301 36.7002 28.8996 21.8931 21.8481 21.0206 20.8064 26.3038 20.5506 23.4948 24.0815 21.5053 21.1165 41.118 19.7504 threshold=0.36848169565200811 1.7005987167358401 0.1733457297086716 0.015620531514286997 0.038632465526461608 2.2166489362716679 -0.0051714561413973561 -0.025811728090047833 0.10407329350709917 0.029661246575415138 36.500000000000007 -0.12252442538738249 0.016233555972576145 0.18225115537643435 2.6735538244247441 -0.013014960102736948 0.046817474067211158 0.020483214408159259 0.043875005096197135 -0.00088278442854061712 -0.12467730790376662 -0.0063835948240011922 5.105656862258912 0.010139790363609793 -0.010201512370258568 0.11830390989780427 0.043648958206176765 -0.68301269412040699 0.0058642420917749414 0.062542825937271132 0.12129050865769388 -0.21571283042430875 -0.064411897212266908 0.011801579035818579 -0.018789863213896748 0.011441349983215334 -0.026254466734826561 3.979637980461121 -0.042830472812056535 1.5655440688133242 0.061541128903627403 1.0000000180025095e-35 -0.023508326150476929 165.50000000000003 4.42854928970337 0.0087510012090206164 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 39 12 5 7 13 -2 14 11 -11 28 -3 -4 21 16 17 18 19 -15 36 -9 30 -24 25 26 -17 -28 -6 -10 -22 32 -32 -34 35 -33 -13 38 -12 40 -1 42 -42 -44 -45 -16 right_child=1 3 6 -5 9 -7 -8 8 29 10 37 20 -14 15 45 24 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31 31 34 33 -35 -36 -37 -38 -39 -40 -41 41 -43 43 44 -46 -47 leaf_value=-0.00080963770983710206 0.027655311699794686 0.00045825176742447327 0.001001588576893461 0.030978286338091694 0.0047068633595515877 -0.0080003745433505028 0.00033395266522967922 0.020622723734715593 0.014201176938740347 0.023043939402743137 0.020993142767864119 0.0075328726603629739 0.022007601940758015 0.018172125932579539 0.0057458503929983954 0.0028052884322406998 0.025739383469499538 0.0029941104148597094 0.026849888013827494 -0.0042533442039740382 -0.0015140375607909534 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0.000604244 0.0183677 0.00530239 0.0104085 0.00219977 0.011937 0.0102563 0.00421591 0.00900922 0.00320629 0.00973681 0.00317019 0.00716295 0.00414643 0.00762979 0.00636039 0.0139861 0.00697171 0.00255353 0.0114056 0.0034387 0.0102203 0.00331219 0.00624712 0.00505226 0.0121106 0.0131802 0.0219856 0.00263116 0.00397445 0.00878277 0.00527331 0.00207193 0.00804626 -0.00313536 0.00665454 0.00969314 0.000211034 0.000497169 0.000772931 0.00124048 0.00184656 0.00344043 0.000147711 internal_weight=189640 14002 175638 736 13266 2326 34726 2148 1942 10940 1902 9038 438 22844 1538 15752 3042 2844 870 564 8484 958 7342 780 12710 3412 3218 776 554 404 6562 4956 1404 1086 3552 768 1142 1630 1122 140912 104312 86136 57860 35766 9694 580 internal_count=70726 4417 66309 192 4225 687 12293 612 563 3538 565 2973 121 7854 461 5328 995 944 261 176 2822 271 2409 240 4333 1114 1063 234 151 102 2169 1590 400 319 1190 226 413 485 317 54016 39134 31850 20976 12777 3321 190 is_linear=0 shrinkage=0.04 Tree=66 num_leaves=47 num_cat=0 split_feature=98 3 28 98 123 242 17 122 262 48 139 135 176 78 129 66 1 123 69 98 26 70 302 277 240 128 108 122 323 213 126 205 308 38 304 258 166 57 1 98 66 69 78 45 156 325 split_gain=199.564 120.803 52.1473 48.494 47.1832 75.3063 45.3533 68.074 45.7499 47.5041 44.2466 47.4883 43.0521 55.0819 57.6388 41.8324 38.8966 37.6862 34.1005 32.3074 40.3691 37.9132 30.9017 30.8103 29.2888 28.1181 36.1771 27.2838 27.0865 25.396 24.1171 26.5904 41.7373 27.6055 23.9106 31.1292 25.1095 22.0935 22.0583 21.5851 22.0031 26.2026 24.1857 19.2055 29.2809 19.2037 threshold=0.1733457297086716 1.0000000180025095e-35 0.61230221390724193 0.30065736174583441 -0.099649555981159196 0.011428627651184799 3.5000000000000004 0.054651614278554923 6.3543531723553328e-05 2.5249279737472539 0.081304296851158156 0.059829726815223701 -0.045608779415488236 1.4978661537170412 -0.03692363575100898 1.0000000180025095e-35 3.5408543348312382 0.061460550874471671 2.2615171670913701 0.39004372060298925 9.5000000000000018 1.8688347935676577 -0.0082913362421095354 -0.022577989846467968 0.0041583944112062463 -0.01585857197642326 -0.029160998761653897 0.054651614278554923 0.032324239611625678 0.01294713467359543 0.056688332930207259 -0.0029518256196752186 0.021323191933333877 0.40214389562606817 -0.0072372190188616506 0.031121145933866504 0.0084793455898761767 4.9015574455261239 3.4811217784881596 0.052490070462226875 1.0000000180025095e-35 2.3068675994873051 3.5694335699081425 0.05369962006807328 0.06796783953905107 0.024953693151474002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=38 2 28 4 5 -4 7 22 9 12 45 27 -8 14 -14 16 -3 37 19 30 21 25 -5 -10 -24 26 -21 -12 -2 -23 -18 32 33 -32 36 -36 -25 -16 -1 -40 41 42 -41 44 -17 -6 right_child=1 15 3 6 10 -7 8 -9 23 -11 11 -13 13 -15 17 43 18 -19 -20 20 -22 29 24 34 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 35 -37 -38 -39 39 40 -42 -43 -44 -45 -46 -47 leaf_value=-0.0010786943440781631 0.00014625915484827066 -0.00077923127977299451 0.0049905530745621585 0.022099799882690865 0.0013929138846871616 0.037713234552790999 0.0022400434918678439 0.035036419880625447 0.017129608597037053 0.0017032521180152427 0.00048349096884342172 0.033888123327288133 0.027691436941620084 0.031359818824794349 0.010080363015412342 0.0028826045635573006 0.0025110322436096579 0.020929631445220018 0.00019069621078930535 0.023671903560274311 0.0039214493446047237 0.02950625499781831 -0.0045505469225822614 0.00047053538861284292 0.017853747730774264 0.0033524700768757612 0.0045717548078034109 0.019728001899900236 0.015689665207496057 0.0091152140488292999 0.0054894748509722825 0.0029333590487515332 0.025871305270397917 0.023669851655202193 -0.0062941513542080635 0.012459229878281471 0.019768563307314645 -0.0064162192753191754 -0.0010636893825177528 0.0013003627214813066 -0.00021374523131395177 -0.00064295397632955944 0.01663509787573959 -4.9860269732833292e-05 0.022084866333879582 0.0097927899696157727 leaf_weight=17484 2240 3390 304 264 3522 178 320 284 228 510 308 144 330 388 252 940 8326 234 3288 348 1922 286 234 248 154 694 292 190 194 150 1174 1554 234 150 708 176 190 266 13614 62864 34458 12824 164 13172 146 496 leaf_count=7186 772 1263 100 70 1159 47 98 68 60 155 110 42 79 90 68 332 2817 57 1234 78 571 71 81 80 35 217 92 55 55 43 375 507 61 43 256 42 51 91 5665 22852 13169 5202 52 5076 43 146 internal_value=0.00101029 0.00322641 0.00663865 0.0079249 0.00522618 0.0171279 0.0108227 0.0187191 0.00889854 0.0124771 0.00399174 0.0137344 0.0155441 0.0184368 0.013778 0.00205668 0.00315816 0.00764365 0.00388287 0.00468518 0.00793843 0.0122957 0.0115688 0.00358373 0.00436492 0.00893707 0.0149782 0.0078506 0.00139107 0.0225279 0.00363448 0.00663842 0.0103297 0.00756549 0.00123635 -0.00255059 0.00886779 0.0016131 0.000251311 0.000438964 0.000624423 0.00100518 0.00134053 0.000371849 0.00548207 0.00243201 internal_weight=189836 48428 12362 9928 5142 482 4786 936 3850 2300 4660 642 1790 1470 1082 36066 21808 752 18418 15130 3692 1770 652 1550 388 1334 640 498 2434 436 11438 3112 1558 1324 1322 884 438 518 141408 123924 110310 75852 63028 14258 1086 4018 internal_count=70816 16690 3867 3040 1659 147 1381 254 1127 638 1512 207 483 385 295 12823 7372 216 6109 4875 1072 501 186 489 116 387 170 165 827 114 3803 986 479 418 429 298 131 159 54126 46940 41275 28106 22904 5451 375 1305 is_linear=0 shrinkage=0.04 Tree=67 num_leaves=47 num_cat=0 split_feature=98 3 28 277 122 184 31 29 98 157 222 56 215 27 307 105 244 305 318 171 164 224 277 319 105 224 122 113 252 198 132 77 3 69 106 27 184 311 164 222 319 235 197 69 132 24 split_gain=190.164 101.346 52.2692 57.9888 60.2918 54.611 64.7339 78.9912 41.2763 39.2055 36.6163 35.8491 34.649 31.6859 35.168 51.823 29.9307 41.3044 35.3273 31.6422 29.718 29.5567 28.4594 26.8469 28.1752 25.4829 24.0128 25.7644 23.9326 22.8732 22.6934 23.76 22.1474 31.5201 22.54 23.4111 47.7406 36.7142 28.7026 21.4379 26.3361 38.1212 24.0861 21.1122 33.0094 21.0393 threshold=0.26206894218921667 1.0000000180025095e-35 0.63665315508842479 0.0064594151917845019 0.0094307251274585741 0.046499274671077735 0.23451902717351916 0.098099362105131163 0.14115410298109057 0.062901854515075697 -0.0023006468545645471 6.6127126216888437 0.022686997428536419 0.18225115537643435 0.0060611451044678697 0.18085224926471713 0.0026823993539437656 0.017067296430468563 -0.00034211996535304928 0.072714366018772139 0.017991605214774612 0.0013334705145098271 0.0009711228485684843 -0.001226383668836206 0.047257723286747939 0.020032580010592941 -0.044251352548599236 0.09738663956522943 -6.0024252888979383e-05 0.011237665545195343 0.020507307723164562 1.7070181965827944 1.5000000000000002 2.6704348325729375 -0.063492894172668443 7.6296410560607919 -0.085084237158298479 -0.0195127734914422 0.019893418997526172 -0.0094674616120755655 0.018532610498368744 0.023498650640249256 0.086357407271862044 1.1381890177726748 0.11665247008204462 25.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 26 4 9 6 7 -6 -1 10 21 13 30 -3 43 16 17 19 -19 45 -9 28 -8 24 -5 -25 -2 -28 -4 -10 -12 -32 33 34 -31 39 -37 38 -38 40 42 -42 -36 -15 -45 -16 right_child=1 11 3 23 5 -7 22 20 29 -11 12 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 32 31 -33 -34 -35 35 36 37 -39 -40 -41 41 -43 -44 44 -46 -47 leaf_value=1.0473453425956108e-05 -0.0066587834358981454 -0.00022274337836063218 0.01143847680281946 0.002247971673996181 0.038342655251008211 0.031229408403344192 0.0014661697872842734 0.019135464631999787 0.00012468437714614652 0.020610030049160354 -0.0088427336890536928 0.020719347031928643 0.017812971640003207 0.0033344084752675624 0.011650426842529198 0.024078036238428073 0.001514328432575571 0.025967081429575805 0.00597405367956953 0.021533294649500597 -0.00080102429383218624 0.02095643776838596 0.020023310186221582 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0.0217948 0.000384617 0.00769032 0.0053797 0.00248609 7.71914e-05 0.00232088 0.00337615 0.00626546 0.0052246 0.00827458 0.0175122 0.00519064 0.0127427 0.0115626 0.00567112 0.00329672 0.00896 -0.00161727 0.00219095 0.00450457 0.0054458 0.0014706 -0.0031654 0.00467293 0.00212347 0.00259365 0.00305427 0.00386395 0.00716141 0.00575662 0.0175315 0.00313332 0.00542849 0.0125244 0.00404871 0.00191694 -0.000769237 0.00341074 internal_weight=189086 26548 7492 5618 4076 1972 1600 846 162538 2104 1786 19056 962 18886 13348 4478 4232 2322 580 1742 548 824 754 1542 716 826 1874 1486 500 41648 814 342 28044 23868 21690 15556 2820 2630 364 12736 4308 700 3608 8870 3064 1572 internal_count=70755 8840 2222 1629 1160 532 450 217 61915 628 543 6618 319 6577 4536 1465 1398 735 168 567 148 224 233 469 196 273 593 449 144 15152 279 105 10008 8382 7503 5310 938 883 102 4372 1438 214 1224 3071 1128 520 is_linear=0 shrinkage=0.04 Tree=68 num_leaves=47 num_cat=0 split_feature=98 60 98 102 29 112 118 28 272 220 225 128 149 107 111 171 204 17 220 141 216 24 198 98 99 216 207 47 115 178 300 57 99 142 106 273 254 28 127 127 103 116 110 323 167 101 split_gain=216.878 118.82 54.02 48.3228 47.2977 37.6078 38.3448 40.405 41.2817 37.2187 35.4169 62.9443 40.0295 39.6746 34.3377 35.5401 35.1491 33.521 36.7402 28.696 32.5459 31.3449 37.9399 33.9489 44.7632 26.5793 26.0106 25.9177 33.6818 50.6981 25.8792 23.8975 23.2782 22.5111 20.8846 20.5598 20.5236 19.4414 19.1338 18.8129 18.5703 21.057 18.4618 18.3056 18.0304 23.4505 threshold=0.36848169565200811 3.2769666910171513 0.15846465528011325 -0.10688110068440436 0.032362798228859908 -0.10815725475549696 -0.031054668128490445 0.72314560413360607 0.0019232812919653954 -0.0050564645789563647 -0.011823087465018032 -0.075939528644084917 -0.13588805496692655 0.069920137524604811 0.11294367536902429 0.062406659126281745 -0.0033960032742470499 6.5000000000000009 -0.031248965300619599 0.031333081424236305 0.052555704489350326 44.500000000000007 0.12132810801267625 0.20331478118896487 4.5053346157073983 -0.0081308614462614042 0.0044134859926998624 7.3990919589996347 0.029303006827831272 0.05598625726997853 0.0072595176752656707 5.0782890319824228 3.9019216299057011 -0.0070876632817089549 0.22674683481454852 -0.0010396268917247651 0.0028670625761151318 0.8519614338874818 -0.13207016140222547 0.036946965381503112 0.13500635325908664 -0.14528731256723401 0.14915706217288974 0.0070655036251991996 0.013305187691003086 0.083399228751659407 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 9 -2 31 7 39 -9 10 11 -4 -12 -13 15 16 30 18 -3 20 21 -14 23 24 -23 -18 32 -11 29 -29 37 -6 -19 35 44 -25 -26 -8 -20 -7 -5 -42 -40 -27 -34 -46 right_child=1 17 3 40 5 6 14 8 -10 27 12 13 19 -15 -16 -17 25 26 38 -21 -22 22 -24 33 36 43 -28 28 -30 -31 -32 -33 34 -35 -36 -37 -38 -39 42 -41 41 -43 -44 -45 45 -47 leaf_value=0.00010786057132857992 0.027789829675990842 0.019435313819759135 0.032642308594144173 0.00010862943393348556 0.0079622466883650343 0.0023031235952259374 0.0083180285497617568 0.014821876317837351 0.034664981742198536 0.00082822336831063785 0.027780480243589568 0.0026917933831975484 1.8747696031132539e-05 0.022113665112413236 0.020534266663266489 0.02159511190161343 -0.016822491793790997 0.013989258015464093 0.014547820296194461 6.5211849836646702e-05 0.020648726306725537 0.030617387488400195 0.022876042582615903 -0.00075886888349846623 0.00053417965576650704 -0.004508701723620394 -0.0020278208663501987 0.0051898618791047279 -0.00080828939793319205 0.022570259016709053 -0.0026819834038615225 -0.014297771212484304 0.00034056645703540176 -0.003043557725448667 0.014682919570452263 0.014082765759154082 0.017227127683277315 0.026957952691324102 0.0032141678966022599 0.019450487851726345 0.016594945640213746 0.0024754268794246977 0.015777406343599646 0.012233537911465673 0.003532330585677073 0.016060442424362355 leaf_weight=133600 286 344 198 20264 164 282 208 362 316 8328 114 652 1248 226 302 190 172 318 332 1982 228 176 242 262 298 284 1800 1216 864 344 164 144 3000 640 228 346 194 158 2164 160 176 3760 204 164 1838 274 leaf_count=51514 71 96 51 7582 50 85 64 99 72 2920 37 220 452 65 73 45 72 97 94 689 66 50 67 87 101 98 662 388 302 94 52 56 1032 238 64 97 57 37 694 38 54 1322 52 44 593 71 internal_value=0.000881077 0.00569817 0.000500366 0.00175611 0.0122493 0.0107929 0.0122709 0.0179772 0.0241077 0.00335353 0.0056681 0.0123244 0.00441623 0.00771052 0.0083701 0.00561535 0.00295875 0.00360374 0.00714044 0.0039371 0.00604824 0.0050651 0.00798211 0.00608999 0.0133607 -0.00350521 0.00215947 0.00188802 0.00552727 0.00903447 0.0105127 -0.00245762 0.00349171 0.00219073 0.00286407 0.00769645 0.00713795 0.0164163 0.00556737 0.00854021 0.000597032 0.00311084 0.00430268 0.00163375 0.00233417 0.00516449 internal_weight=189216 13858 175358 41758 3356 3070 2762 1120 678 17558 6806 1076 5730 878 1642 1340 1150 10502 3044 5616 3634 3406 2158 1916 668 620 7458 10752 2424 1560 530 308 5658 1248 5340 608 492 366 2700 442 24200 3936 2368 448 5112 2112 internal_count=70864 4411 66453 14939 956 885 779 294 171 5981 2277 336 1941 285 485 412 367 3455 936 1904 1215 1149 697 630 208 214 2519 3704 784 482 153 106 1857 422 1760 184 158 101 840 123 8958 1376 746 142 1696 664 is_linear=0 shrinkage=0.04 Tree=69 num_leaves=47 num_cat=0 split_feature=98 78 99 66 98 27 236 0 246 155 284 50 189 157 158 117 229 122 271 237 266 98 0 137 3 20 132 218 40 134 187 73 66 192 135 25 137 257 243 271 113 43 279 233 303 103 split_gain=164.92 98.4572 73.1672 51.0314 41.6999 39.0261 56.314 38.5336 42.0876 36.5089 33.111 32.6314 36.1701 30.8989 30.8037 29.6624 27.7471 27.7462 27.2983 26.6426 36.5676 25.3466 27.08 24.3251 24.1736 40.0653 30.3273 36.3855 32.7376 24.7401 24.2149 23.6142 23.5666 22.4972 24.3248 21.7533 22.4588 30.0992 47.3502 21.5883 21.1001 20.0124 23.5826 19.6127 19.4029 19.362 threshold=0.21993363648653033 0.89587974548339855 5.1503930091857919 1.0000000180025095e-35 0.5667022466659547 12.120584487915041 -0.033639185130596154 347.50000000000006 -0.0010174423223361371 -0.026420058682560917 0.00060080018010921787 2.1659448146820073 0.021058656275272373 -0.0011183079332113264 0.036661094054579742 0.085603076964616789 -0.012622477952390907 -0.0083791874349117262 0.0018164361827075484 0.010903253220021726 -0.00018667731637833637 0.089949581772089018 53.500000000000007 0.083344016224145903 1.0000000180025095e-35 -0.98296290636062611 -0.01894446741789579 0.0033514921087771658 0.20804210752248767 0.033746708184480674 -0.015438422560691832 4.0859410762786874 1.0000000180025095e-35 0.028249369934201244 0.089321605861186995 2.5000000000000004 0.083344016224145903 0.012263877782970669 0.025785061530768875 -0.057872705161571496 0.049960494041442878 38.500000000000007 0.0040714454371482143 0.0088890944607555884 0.0067014594096690425 0.07113810628652574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 3 7 4 5 17 -7 8 9 13 -11 12 -8 -3 -10 16 19 31 -12 20 -6 -1 -23 40 25 -19 27 28 29 -27 -28 -2 35 -26 41 36 39 -38 -39 43 -18 42 -35 -24 -13 -5 right_child=1 2 -4 45 15 6 11 -9 14 10 18 44 -14 -15 -16 -17 23 24 -20 -21 -22 22 32 -25 33 26 30 -29 -30 -31 -32 -33 -34 34 -36 -37 37 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.0002860008878061647 0.0016021996605807749 0.027438481205103851 0.028046164304648281 -0.00065564170272627126 0.032611733897012253 0.031318858457530067 0.0074766086461164902 0.023750467876980985 -0.0045526072811720511 -0.00041829586212843148 0.024408916842105777 -0.00054168175452077628 0.030403016398766795 0.0076712644247827443 0.011046758594191198 -0.0015616911688528345 0.00042301728411523598 0.023420490368724414 0.0022455957259228027 0.0045162205006315116 0.011604123389239574 -0.00033330208734510175 0.0039775908416992082 0.017693933826004343 0.0010750838300154588 0.0060057908280562334 0.0078218371949097323 0.021280222910651167 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0.00252189 0.0152357 0.0165472 0.0212885 0.000287797 0.000747256 0.00719564 0.00385387 0.00698803 0.00559641 0.0105678 0.00569241 0.0130795 0.00182782 0.000451792 0.00121664 0.00259364 0.00598582 0.0017638 0.00274296 0.00640998 0.0127504 0.00223049 0.00485446 0.00460182 0.0115154 0.0125706 0.0031888 0.00056778 internal_weight=189274 35448 2938 32510 20802 18066 1966 2608 2380 1416 892 1808 492 524 964 2736 2334 16100 366 748 536 153826 85424 1586 9796 2808 2590 1116 768 426 1474 6304 59554 6988 2160 40434 19128 2344 792 16784 1298 1954 498 316 1316 11708 internal_count=70811 12100 863 11237 6839 6067 611 782 724 408 274 564 136 134 316 772 633 5456 109 192 126 58711 31614 441 3248 876 813 330 238 117 483 2208 21699 2372 700 14471 6752 790 248 5962 365 643 153 100 428 4398 is_linear=0 shrinkage=0.04 Tree=70 num_leaves=47 num_cat=0 split_feature=98 3 51 198 220 133 74 98 137 37 72 268 251 17 201 122 50 98 187 251 134 58 112 171 122 184 207 285 69 27 197 132 207 154 101 69 186 224 245 292 72 72 179 280 154 247 split_gain=169.891 101.422 42.4784 53.8916 67.6895 65.3853 37.2867 35.7346 34.7525 54.8824 52.7462 51.4683 33.3159 30.004 29.5142 28.3196 39.5392 28.1519 28.3502 27.4617 33.4088 26.1255 32.9662 36.2721 25.1368 24.2727 23.8219 23.053 22.1591 23.0678 27.7512 50.2385 23.3896 26.0252 27.5336 21.3155 19.7566 21.5882 19.7212 19.647 19.3764 40.755 21.4497 19.3125 20.1083 19.2298 threshold=0.26206894218921667 1.0000000180025095e-35 1.8688347935676577 0.03136140666902066 -0.0046117452438920728 0.0093378946185112017 1.0000000180025095e-35 0.14115410298109057 0.046441150829195983 0.033894930034875877 0.29207336902618414 0.00069782327045686554 0.0034318180987611417 6.5000000000000009 -0.0038202721625566478 0.042044177651405341 4.6955845355987558 0.14532750844955447 0.037874687463045127 -0.014823547098785637 0.046734061092138297 4.0828144550323495 0.037309240549802787 -0.031199269928038117 -0.046946883201599114 -0.0064358869567513457 0.0023254818515852098 -0.0020737405866384502 1.8630459904670718 0.26858796179294592 -0.072981394827365861 -0.01292196102440357 0.0042782060336321601 0.038539832457900054 0.077222172170877471 1.6492193937301638 -0.068737413734197603 -0.015066520310938357 0.0031050009420141582 0.015547809191048147 0.19434556365013125 0.39688095450401312 -0.010229588486254214 0.0062484701629728088 0.009622644633054735 0.053092913702130325 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 8 -5 -6 19 -1 9 10 -2 27 -13 21 15 -9 17 18 -17 20 -4 -3 -23 -24 39 -25 43 -10 29 -15 31 -31 33 -32 -35 45 -26 -38 -27 -21 42 -42 -39 -11 -45 -19 right_child=1 13 6 4 5 -7 -8 14 11 26 -12 12 -14 28 -16 16 -18 35 -20 24 -22 22 23 25 36 38 -28 -29 -30 30 32 -33 -34 34 -36 -37 37 40 -40 -41 41 -43 -44 44 -46 -47 leaf_value=-2.4542433853716756e-05 0.0047573343553696289 0.0025921246803676918 0.0074180344851977921 0.033401441084548449 -0.0049715098777508484 0.024402524982078143 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278 282 308 236 2392 278 3528 354 1718 1212 208 1938 596 420 148 134 278 264 744 220 196 224 leaf_count=46790 68 1274 75 85 77 67 133 6647 61 174 45 64 41 1397 4847 134 84 2542 41 214 38 402 60 83 89 77 92 76 908 81 1200 107 623 398 52 785 178 134 44 39 65 76 198 78 52 70 internal_value=0.00080923 0.00375751 0.00773437 0.0110796 0.0199122 0.0102201 0.00499513 0.000322282 0.00815216 0.0047011 0.0168732 0.0145767 0.0248967 0.00223699 0.00133676 0.00204905 0.00370844 0.00330219 0.0118685 0.00616613 0.0159764 0.00461787 0.00811883 0.0139178 0.00496416 0.00899289 0.000288487 0.00546298 0.00119843 0.00194922 0.0032684 0.0112728 0.00250793 0.00390389 0.00847463 0.00278514 0.00683345 0.00804955 0.0145925 -0.00150116 0.010338 0.0165831 0.0074183 -0.00302421 0.00326794 0.0037332 internal_weight=189338 26838 7422 3340 830 484 4082 162500 2510 1634 434 876 410 19416 41400 28654 10452 10176 578 3732 406 5896 2160 908 3326 660 1200 466 13520 11128 7298 632 6666 4948 1420 9598 2580 2302 430 746 1706 542 1164 892 416 7660 internal_count=70865 8925 2219 980 229 144 1239 61940 751 509 113 242 105 6706 15150 10303 3656 3572 175 1106 113 1940 666 264 993 204 396 137 4766 3858 2461 188 2273 1650 450 3397 740 651 121 253 473 141 332 304 130 2612 is_linear=0 shrinkage=0.04 Tree=71 num_leaves=47 num_cat=0 split_feature=69 66 57 26 201 253 325 9 177 106 102 325 104 77 187 29 141 100 198 28 92 158 318 122 73 108 285 28 179 21 118 20 158 100 58 104 128 247 114 102 35 100 290 149 173 126 split_gain=53.2892 62.6583 65.0138 58.7253 47.127 36.6117 57.1654 36.0001 68.1348 31.753 35.6446 44.1913 56.1592 43.3869 32.8363 30.2441 34.0212 30.8385 30.061 34.712 28.2931 27.2465 29.2088 25.5222 39.394 24.9891 35.5344 24.4023 21.7029 20.5273 19.9247 19.9087 22.4041 19.749 31.1251 33.6342 19.7046 19.3727 26.9392 59.2586 20.2035 19 18.4221 21.7867 17.7126 21.9906 threshold=1.9477537274360659 1.0000000180025095e-35 3.7012257575988774 1.5000000000000002 -0.0071579369250684968 -0.011271798983216284 0.01318425824865699 0.30094340443611151 -0.0043887100182473651 -0.039532862603664391 -0.22130203992128369 -0.01393907470628619 -0.024471299722790715 0.84234511852264415 0.026516496203839782 0.060708437114954002 -0.099915262311696992 0.12419178709387781 0.026627969928085807 0.57912886142730724 1.0000000180025095e-35 0.10055097937583925 -0.026074031367897984 0.029791068285703663 5.6039605140686044 -0.097869373857974992 -0.0039897719398140899 0.83881792426109325 0.013588447123765947 -0.12940952181816107 -0.086871936917304979 -0.7865660786628722 0.0061445869505405435 0.065819017589092269 4.42854928970337 0.088555980473756804 -0.12252442538738249 0.011066098231822254 0.085676696151494994 -0.18085568398237226 0.3454336971044541 -0.28757520020008082 0.0079200044274330157 -0.045503720641136162 0.0039234939031302938 -0.0057233255356550208 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 18 5 7 6 28 9 -9 36 11 12 -11 29 21 16 -12 44 33 -20 23 22 -13 42 25 26 -25 -6 -4 -14 -16 32 -27 -1 -35 -36 -5 -29 -39 -40 -41 -38 -21 -44 -18 -46 right_child=-2 -3 3 4 27 -7 -8 8 -10 10 15 14 13 -15 30 -17 17 -19 19 20 -22 -23 -24 24 -26 31 -28 37 -30 -31 -32 -33 -34 34 35 -37 41 38 39 40 -42 -43 43 -45 45 -47 leaf_value=-0.00022048274545018257 -0.00058828681765881168 -4.8248535622182271e-05 0.001686353896990483 0.011217573004114195 -0.0015948787687002331 0.0058959633940173506 0.037628436354843114 0.034382684245447201 -0.002059816479872746 0.00032632845735634775 0.022112432240053662 0.02312982700308042 0.0029884309229013086 0.033037103640793958 0.011755945498066602 0.0017335968115005165 0.00024888453735571992 0.016133538558930158 -0.0010129890735965904 0.0017151059656774529 0.0010250911080848582 0.022014597888298081 0.0055285112427010397 0.026977834961139032 0.028610497783033217 0.0021803655841384183 0.0069517484434427693 0.0011542415548715828 0.019128531630721254 0.021497722193784083 -0.0035124667379388352 0.0019658141206239004 0.018076955237919263 0.0010874171798727211 0.0022314390156950269 0.019123345004861753 0.013910460183769464 0.0029054932932101995 0.031740593252714069 -0.0018464874300886602 0.016716857860467848 0.00053435042439788658 0.020112325287053721 0.0047401070174315704 0.0010722148300288344 0.012734405931741988 leaf_weight=30016 36466 49990 230 312 4022 1260 168 172 156 280 214 162 184 298 166 5726 1134 374 3230 2756 3730 206 2050 222 146 256 392 11554 226 200 754 1214 318 18898 454 322 174 2618 176 288 138 5844 198 574 472 572 leaf_count=11582 14701 19143 79 98 1521 378 42 50 56 96 59 45 56 79 49 1951 381 97 1301 972 1401 53 637 69 35 84 118 4019 59 56 279 415 91 6981 157 87 51 897 48 114 43 1980 59 181 160 176 internal_value=0.000785659 0.00111346 0.00167806 0.00293534 0.00259556 0.00982798 0.0177455 0.00397582 0.0170967 0.00374988 0.00489644 0.00786356 0.015414 0.0215988 0.00568359 0.00339327 0.00682714 0.00553722 0.000873664 0.00258321 0.00376775 0.00812987 0.00682745 0.00545099 0.00850106 0.00726736 0.0142245 0.00116714 0.0103539 0.0126595 -0.000747741 0.00487164 0.0110033 0.000425128 0.00141008 0.0092563 0.00143243 0.00191911 0.0046624 0.0122854 0.00419206 0.000923344 0.00324638 0.00870364 0.00371109 0.00746792 internal_weight=189312 152846 102856 40130 38246 1884 624 19450 328 19122 12792 4300 962 682 3338 8492 2766 2552 62726 13036 9806 2418 2212 6076 2548 2402 614 18796 456 384 920 1788 574 49690 19674 776 6330 14774 3220 602 426 6018 3528 772 2178 1044 internal_count=70986 56285 37142 13609 13051 558 180 6409 106 6303 4174 1350 287 191 1063 2824 873 814 23533 4726 3425 735 682 2024 812 777 187 6642 138 112 328 590 175 18807 7225 244 2129 5121 1102 205 157 2031 1212 240 717 336 is_linear=0 shrinkage=0.04 Tree=72 num_leaves=47 num_cat=0 split_feature=98 60 122 131 98 166 149 216 210 266 66 0 105 72 105 29 122 251 72 125 200 276 43 246 186 106 277 155 31 66 150 106 313 26 27 90 138 315 103 182 244 115 64 201 269 29 split_gain=133.169 55.7996 54.9291 50.1887 49.6074 43.7983 47.7078 55.9761 39.7215 38.9301 36.657 40.1248 33.0045 32.9433 30.7799 33.2244 29.8734 28.9644 32.1371 46.7326 53.7869 39.2446 37.0149 32.9357 24.963 24.8141 24.3064 23.9332 26.6243 22.1951 29.243 22.3073 25.8836 42.8909 21.378 19.9062 21.1842 24.4993 25.6788 18.9498 43.8912 18.7329 18.2586 18.1736 21.9541 26.465 threshold=0.39004372060298925 3.4175922870635991 0.1333635896444321 -0.029084753245115277 0.14115410298109057 0.037116337567567832 0.076904874294996275 0.033563308417797096 -0.034538775682449334 -0.0061274131294339887 1.0000000180025095e-35 113.50000000000001 0.31811276078224188 0.27420790493488317 0.16672477126121524 0.09920509904623033 0.0094307251274585741 0.0095307724550366419 0.20977649837732318 -0.020637852139770981 -0.0097768013365566713 0.00048071311903186148 181.50000000000003 0.05918871425092221 -0.013510753400623797 0.2347475662827492 -0.041260542348027222 -0.037799028679728501 0.23451902717351916 1.0000000180025095e-35 -0.11453087255358695 0.035697959363460548 -0.0022227019071578975 6.5000000000000009 3.3028761148452763 1.0000000180025095e-35 0.072445690631866469 0.011912704911082985 0.0013908334076404574 -0.085586946457624422 0.012182140257209541 0.081078611314296736 0.33732175827026373 -0.0055776601657271377 0.0045120089780539283 0.028653530403971676 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 8 -1 6 7 9 -2 -5 11 12 35 -7 25 -16 26 18 23 20 -20 24 -22 41 -21 29 -13 -10 -29 31 -31 43 -33 -34 -11 -6 37 -37 -39 40 -28 -18 -32 44 45 -3 right_child=1 14 -4 5 10 13 -8 -9 27 34 -12 16 -14 -15 15 -17 17 -19 19 21 22 -23 -24 -25 -26 -27 39 28 -30 30 42 32 33 -35 -36 36 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=5.2065014024970886e-05 0.01583044748657789 0.019771759213403215 0.028771806442817766 0.019731546653762609 0.00044705079531980388 0.010291165064646167 0.032807400896788783 0.029418622375968609 0.0058584648036636043 0.0069761697995035276 3.0851009140589537e-05 0.014725456020351132 0.017511446306338677 -0.01261379594409932 0.021832571002404863 0.0041621269747579466 0.0057142676198083386 0.0010225259576540345 0.0055549004699107464 0.023125472598152074 0.018880067676165856 -0.0047036096363051519 0.044486194001221516 0.023364476995602731 0.0046731000192025132 0.014995713524019766 0.00055183950862689216 -0.019159314389414619 0.0010162500264172885 0.01715474560166037 0.0018026942516815581 0.0019180523271657122 0.0227174230380928 0.0058949469593961501 -0.0087547408176156197 0.0014528754454985477 0.013725591142206757 0.0036322397782003564 0.024114763478438061 0.00099372059904746226 0.023644903553510781 -0.0015858466778636763 -0.0040340015946420281 -0.0023011247905319722 -0.0035274891003966333 0.0043896624872634231 leaf_weight=121880 194 214 222 300 18232 228 208 238 222 474 18302 232 194 178 286 420 3662 1734 236 218 212 332 160 154 254 252 382 238 186 150 1902 790 360 742 194 2850 308 242 164 6660 200 664 1560 1060 424 1074 leaf_count=46990 51 55 53 82 6668 62 50 55 61 125 7097 66 57 65 79 132 1199 591 72 61 58 116 42 43 75 68 121 97 53 45 659 259 92 217 69 963 94 81 44 2300 58 248 606 390 156 319 internal_value=0.000780477 0.0048375 0.00969572 0.00809344 0.000503166 0.0118244 0.0151473 0.0120768 5.15758e-06 0.0077871 0.00149571 0.00221853 0.00112822 0.00024277 0.00332032 0.0113412 0.00380614 0.00556738 0.00690452 0.0121656 0.0205259 0.00582586 0.0299832 0.00524398 0.0132265 0.00265506 0.00200859 -0.00476445 -0.0103271 0.00227752 -7.64414e-05 0.00410016 0.0074475 0.0114061 0.00240135 0.000981603 0.00371527 0.00276442 0.0119449 0.00159922 0.00851455 0.00459366 -0.000827765 0.00181361 0.00436114 0.00695874 internal_weight=189388 12116 2882 2660 177272 1820 1414 1206 840 968 55392 37090 21990 406 9234 706 15100 7626 5892 1412 608 804 372 4480 472 8528 7474 646 424 8276 3612 4664 1892 1102 668 21796 3564 3256 406 7242 582 4326 3462 2772 1712 1288 internal_count=70944 3900 823 770 67044 508 381 331 262 276 20054 12957 7907 127 3077 211 5050 2505 1914 424 172 252 100 1490 136 2866 2545 211 150 2798 1310 1488 568 309 194 7850 1182 1088 125 2479 179 1447 1265 920 530 374 is_linear=0 shrinkage=0.04 Tree=73 num_leaves=47 num_cat=0 split_feature=98 60 28 98 98 122 223 98 229 222 54 54 56 60 28 45 26 27 208 197 183 44 269 102 198 304 162 300 171 174 27 242 260 153 41 229 154 135 103 146 192 143 181 178 57 111 split_gain=123.097 84.5781 50.9773 54.7416 42.0448 41.4581 37.8137 36.8966 42.0392 30.6442 35.0878 34.3168 28.2835 26.7848 33.3127 49.2563 32.166 23.2754 26.3451 25.2355 39.3839 23.2211 22.8725 22.1482 21.5543 28.8842 32.6031 21.1632 20.9386 21.8634 20.8876 29.188 43.8097 19.9355 29.3023 19.1821 19.1573 17.9897 26.079 26.1446 21.0386 22.2498 17.5707 17.5482 22.845 17.1783 threshold=0.36848169565200811 3.4175922870635991 0.93656381964683544 0.38304628431797033 0.1148311346769333 0.044888556003570564 0.0063197866547852763 0.61589598655700695 -0.001097478379961103 0.026661005802452568 0.013074116781353952 0.14349751174449923 6.6127126216888437 2.1383330821990971 0.95441558957099926 0.22281711548566821 74.500000000000014 0.16418402642011645 0.0013770837103947999 -0.055711960420012467 0.015423450618982317 0.25033619999885565 -0.0157334990799427 0.29394891858100897 0.025113562121987346 0.00092234465410001587 0.042864805087447173 0.054495986551046378 0.094027757644653334 -0.07784757018089293 11.684566020965578 0.047885855659842498 -0.00073375890497118224 0.086995780467987074 0.056310039013624198 -0.0039877353701740495 0.046460889279842384 -0.045031201094388955 0.077016659080982222 -0.0026290016248822208 0.022036954760551456 0.064434587955474867 0.030118776485323909 0.03382952697575093 5.0657496452331552 0.07304317876696588 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 -1 23 -4 9 -9 10 -5 22 17 14 16 35 24 -3 19 20 -19 -10 -12 30 43 26 36 45 29 -20 -6 33 -33 -32 -35 -16 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0.0143005 0.00251215 0.0108037 0.00429751 0.00766533 0.00466548 0.00906853 0.0165214 0.00245601 0.00804477 0.0101202 0.00103652 0.00627831 0.00178299 internal_weight=188414 13652 3446 3012 174762 74198 434 2838 784 2054 1844 1592 10206 22974 4284 630 3654 10054 7552 3422 462 386 1194 51224 3480 1078 734 18690 4130 3894 42734 4904 362 4542 420 362 564 2960 988 426 1972 696 398 2402 716 18410 internal_count=70765 4422 991 880 66343 27215 111 845 200 645 590 522 3431 8139 1376 201 1175 3393 2504 1089 135 109 421 19076 1134 315 205 6763 1415 1343 15691 1724 121 1603 132 121 164 954 292 113 662 210 101 819 224 6671 is_linear=0 shrinkage=0.04 Tree=74 num_leaves=47 num_cat=0 split_feature=98 66 1 69 98 112 29 102 116 180 285 64 199 267 196 276 126 126 189 144 278 179 150 298 177 54 129 51 302 129 64 225 100 195 17 149 8 123 64 98 322 238 324 151 205 217 split_gain=116.228 61.6284 52.786 45.5812 34.1414 31.7701 35.5491 61.1725 29.3416 28.6472 44.6749 35.7812 28.1464 27.7887 30.9244 32.7578 27.6077 47.8083 65.1012 27.1092 28.4345 26.3801 26.0075 25.6555 25.063 30.9464 25.0201 23.8916 20.6604 20.1475 19.8075 26.1181 39.5133 21.5551 19.1168 23.7183 41.2373 20.5903 32.2046 19.0972 19.6209 18.6663 24.0905 18.5174 18.166 18.0949 threshold=0.1733457297086716 1.0000000180025095e-35 3.7494349479675297 2.9265533685684209 0.39004372060298925 -0.056585446000099175 0.064611006528139128 -0.26659400761127466 -0.15597871690988538 0.0057884519919753083 0.0061588871758431205 0.19924645125865939 -1.0000000180025095e-35 0.0021941813174635176 0.0079891504719853419 -0.0079985493794083578 0.056688332930207259 0.062981452792882933 -0.01206446625292301 0.01541450619697571 -0.0028500325279310341 -0.025854250416159626 -0.097712561488151536 -0.0097774588502943498 -0.02030345797538757 0.037059346213936813 0.023809542879462246 3.8176519870758061 -0.032783923670649522 0.045565381646156318 0.37155278027057653 -0.022991986945271489 0.054168103262782104 -0.10516447946429251 5.5000000000000009 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33 77 207 96 171 375 120 266 46 96 47 419 71 64 89 47 2501 2882 874 138 84 139 229 54 132 67 63 197 3197 internal_value=0.000683058 0.00238754 0.00339428 0.00425879 0.00464292 0.00723898 0.0088961 0.0143809 0.00375699 0.0103132 0.0165059 0.024469 0.000345212 0.00661664 0.00995346 0.0157221 0.00335257 0.00609924 0.0188092 0.00470931 0.00842279 0.0121905 0.00216261 0.00513505 0.00593079 0.0138216 0.00864788 0.000171309 0.00172025 0.0081548 0.000337374 0.00152961 0.0116195 -0.00135187 0.00238873 0.00498292 0.0117528 0.00143435 0.00796811 0.000778387 0.00336432 0.00247754 0.000673283 0.00948119 -0.00217643 0.00108051 internal_weight=188362 47774 32040 24962 23762 6044 4556 1336 17718 1028 552 370 7078 3220 1782 810 16690 4334 426 3908 1742 1128 1488 972 1198 418 752 1304 2166 788 15734 9224 392 6510 12356 3322 662 9034 710 2048 1414 1438 1244 1008 986 8832 internal_count=70711 16679 10702 8173 7689 1770 1306 354 5919 314 164 103 2529 952 505 213 5605 1413 133 1280 545 338 464 292 385 119 216 422 735 242 5977 3412 126 2565 4192 1087 213 3105 223 702 473 447 396 274 329 3286 is_linear=0 shrinkage=0.04 Tree=75 num_leaves=47 num_cat=0 split_feature=98 72 78 184 51 195 98 198 91 73 292 35 3 196 169 228 105 28 57 168 28 77 28 155 137 17 183 248 119 220 50 98 99 279 256 98 194 120 44 102 122 253 120 279 199 316 split_gain=131.249 71.3098 58.4942 58.1077 66.0856 49.4018 38.6381 35.1895 46.3522 37.5898 41.9342 38.3732 34.9352 35.8964 42.8382 32.7534 32.1597 46.6209 29.9025 29.713 29.6411 46.883 55.957 27.6502 27.364 26.8061 23.3234 24.8103 23.1915 23.1329 22.649 22.3798 43.5257 21.6547 21.1877 25.1218 19.4212 18.446 17.5736 16.9201 24.6447 22.9875 39.8052 20.5075 27.4093 16.8192 threshold=0.36848169565200811 0.22013767063617709 2.7403194904327397 -0.037771437317132943 1.4978661537170412 -0.0080931652337312681 0.14115410298109057 0.029661246575415138 1.0000000180025095e-35 5.0205800533294687 0.0029416744364425544 0.34148591756820684 1.5000000000000002 0.0079891504719853419 -0.10501527786254881 -0.0049196453765034667 0.16074943542480472 0.90029239654541027 3.4498615264892583 0.051257845014333732 0.92878273129463207 3.2036436796188359 0.96633934974670421 -0.11062742769718169 0.067919030785560622 6.5000000000000009 -0.0094312168657779676 -0.033492092043161385 0.21559430658817294 -0.032847354188561433 0.11587287858128549 0.14532750844955447 4.5379471778869638 0.018168510869145397 0.000115582315629581 0.21993363648653033 0.1029268652200699 0.049149394035339362 0.29708130657672888 0.10025903582572938 -0.074071604758501039 -0.039489926770329468 -0.049400925636291497 0.040676513686776168 0.14205896109342578 0.00042405286512803292 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 12 3 4 -3 15 -1 20 9 18 11 -11 13 25 -15 -5 23 -18 24 38 -8 28 -23 -16 34 29 45 -28 31 -2 -10 32 -22 37 35 -9 -27 -29 -7 40 -33 42 -42 -43 -45 -25 right_child=1 2 -4 5 -6 19 7 8 30 10 -12 -13 -14 14 16 -17 17 -19 -20 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0.00212066 0.00296095 0.0101966 0.00248167 0.00892161 -0.000165582 internal_weight=188544 13660 1910 1706 444 1262 174884 53904 8710 5206 652 470 11750 10250 4544 660 4296 522 4554 602 45194 22562 446 3774 1688 5706 3584 2136 22116 1616 3504 21978 820 1916 1384 840 4090 1574 460 21158 13102 10612 658 9954 732 1448 internal_count=70854 4410 545 495 116 379 66444 19564 2949 1645 188 129 3865 3285 1414 180 1346 151 1457 199 16615 8163 135 1195 528 1871 1146 652 8028 504 1304 7983 264 588 446 262 1367 493 160 7719 4665 3732 217 3515 232 494 is_linear=0 shrinkage=0.04 Tree=76 num_leaves=47 num_cat=0 split_feature=98 102 112 118 195 171 252 105 100 98 122 151 45 193 300 227 43 164 307 251 208 50 133 253 119 227 104 90 91 123 126 98 106 127 258 293 109 271 222 279 28 151 313 162 137 22 split_gain=85.2018 44.3832 36.3089 39.0418 66.637 49.2675 31.9449 30.6583 28.4684 33.4295 27.8818 26.6972 29.1306 30.0083 25.6719 28.1476 25.664 25.5887 35.0472 25.0225 24.1933 37.4231 22.3158 27.4517 24.5937 22.2737 21.8734 21.7923 50.0396 41.7231 47.0155 22.7092 21.2843 21.2192 20.5356 20.434 19.9229 22.0667 18.9152 21.323 17.9588 17.4504 16.9243 16.5657 23.7175 16.1973 threshold=0.36848169565200811 -0.19176260381937024 -0.046289658173918717 -0.035685680806636803 -0.026545503176748749 0.022350233048200611 -0.007673911051824688 0.16366459429264071 0.070332355797290816 0.1733457297086716 0.048808835446834571 -0.00060366000980138768 0.37909735739231115 -0.017198456451296803 0.049339462071657188 -0.030037811025977131 25.500000000000004 -0.028359703719615933 0.0021248090779408817 0.006393526680767537 0.043001605197787292 3.6806874275207524 0.076348617672920241 -0.0092187360860407335 -0.023568957112729546 0.0029670044314116244 -0.18976257741451261 1.0000000180025095e-35 1.0000000180025095e-35 0.15878747403621676 -0.0080334851518273336 0.074550930410623564 0.2347475662827492 0.014556915499269964 0.04188515059649945 0.021964173763990406 -0.074441798031330095 -0.010607010219246147 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72 65 95 94 271 2767 57 2057 62 46 271 61 168 internal_value=0.000585084 0.0036519 0.00691864 0.00954494 0.0156648 0.0289521 0.00603563 0.00203644 0.000349199 0.0010226 0.00281218 0.00518947 0.00789484 0.0166805 0.00117806 0.00074202 0.00840865 0.00838238 0.011734 0.00808542 0.000554232 0.00389653 0.00642669 0.00423347 0.0112322 0.0129601 0.00275628 -3.73483e-05 0.00119345 0.00290043 0.017115 0.00248297 -0.000292868 0.00498348 0.00590892 0.00207464 0.00194957 0.00443492 0.0013943 0.00105806 0.0036443 0.00449884 0.000892056 0.00199534 0.00580115 0.00632136 internal_weight=188444 13458 4452 2912 1060 384 1852 9006 174986 63814 13236 4944 2676 492 7934 7654 1538 1072 828 676 50578 3242 1178 1018 476 482 3030 111172 19068 11256 320 10936 6476 496 2184 2914 1540 1186 8292 8044 7778 6494 2592 2268 1012 1324 internal_count=70910 4387 1330 836 294 100 542 3057 66523 23701 4560 1650 856 148 2731 2643 427 326 244 194 19141 1187 367 323 138 127 1117 42822 7110 3934 110 3824 2276 160 708 1077 494 365 2910 2824 2603 2119 982 794 332 372 is_linear=0 shrinkage=0.04 Tree=77 num_leaves=47 num_cat=0 split_feature=27 72 316 56 183 78 211 9 198 91 55 9 216 164 263 106 70 9 50 297 298 141 198 91 182 140 227 127 161 135 285 162 143 276 0 158 55 39 66 27 105 122 256 223 244 306 split_gain=45.5961 45.3681 52.9348 60.395 74.4842 36.3217 48.0263 44.7794 31.5399 55.2192 29.2849 56.5942 29.115 31.8962 36.5831 27.0629 23.4735 26.397 24.1246 49.6915 23.7161 20.5821 18.9514 27.4255 34.8496 17.8974 29.1148 19.3061 16.8382 17.8519 20.6756 30.3853 36.5744 16.3738 18.9704 15.734 41.9509 14.3715 13.4985 15.5441 18.2153 17.6409 16.7871 15.8132 18.4814 29.0355 threshold=14.735896587371828 0.26040761172771459 -0.0056287676561623803 1.4978661537170412 0.012689592316746713 3.2384861707687382 0.0028747540200129156 0.025623517110943798 0.022270954214036468 1.0000000180025095e-35 7.8282372951507577 0.2144487947225571 0.030774386599659923 0.052133359014987952 -0.0037595757748931642 0.031020563095808033 0.89587974548339855 0.021757337264716629 3.3986047506332402 0.017378102056682113 0.027715859934687618 0.00062884157523512851 0.32980298995971685 1.0000000180025095e-35 0.025529544800519947 -0.075517777353525148 -0.027669367380440232 -0.10022853687405585 -0.092156957834959016 -0.12585725635290143 0.0076487297192215928 0.012172072194516661 0.011717801913619043 -0.0036640249891206618 86.500000000000014 0.14586935937404635 7.3780713081359872 0.89756262302398693 1.0000000180025095e-35 0.0056655092630535373 0.31811276078224188 -0.023508326150476929 0.068845190107822432 -0.0010837799054570494 -0.01997327525168657 -0.0010786743951030073 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 22 -3 -4 -5 8 21 -8 15 10 37 12 28 14 -14 -1 35 18 20 33 -18 -7 25 24 -24 26 -2 -28 -12 -30 -31 -32 -33 -20 -35 -17 -37 38 39 -10 41 -41 43 44 45 -43 right_child=1 2 3 4 -6 6 7 -9 9 -11 11 -13 13 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 30 31 32 -34 34 -36 36 -38 -39 -40 40 -42 42 -44 -45 -46 -47 leaf_value=-0.00039208750284840652 0.017474417380988597 -0.00050865844013310828 0.0017731206361137142 0.012093249891410793 0.044164550925798823 -0.0091865062989839701 0.031219139689674026 0.0025489659369194589 -0.001548228310656887 -0.00094480967077635917 0.013324186753988825 0.023343274437031658 0.0039681267331447105 -0.0045415513065760723 0.023428622985633279 0.00024860071384654727 0.0025379400839219252 0.00059041879019381131 -0.0019527193929419317 0.031267285442707557 0.014826910443111975 0.0074325065766869675 0.0062187666622813111 -0.001367257720316356 0.030583281219005585 0.0011183823989000419 0.017619823067828461 0.0017074834421661007 0.016970849507130112 -0.0011810026664962026 -0.00068615773137805096 0.025406886943474344 -0.00059016491626871044 0.0018293134577390625 0.018612160676171167 -0.0011333773597597043 0.025977635141864099 0.01093663681956902 0.00022540593391385632 0.00062501645436613743 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0.00355547 0.00334409 0.00507401 0.00977424 internal_weight=188184 13892 1216 756 480 174292 850 362 173442 39156 27708 4148 3884 798 632 134286 57844 13028 5980 844 5136 488 12676 668 404 12008 1678 1404 3086 2874 2758 792 360 694 432 44816 404 23560 23288 16356 14856 14660 9684 9532 4480 1030 internal_count=70734 4952 392 242 142 65782 273 107 65509 14386 9850 1366 1290 243 178 51123 21702 4714 2078 272 1806 166 4560 230 124 4330 601 514 1047 981 945 254 106 229 136 16988 142 8484 8402 5840 5218 5152 3300 3258 1508 323 is_linear=0 shrinkage=0.04 Tree=78 num_leaves=47 num_cat=0 split_feature=98 78 105 126 0 58 112 65 199 104 98 102 135 194 209 144 157 126 45 225 119 104 282 90 303 45 150 126 49 123 28 132 90 183 155 318 199 154 127 150 119 195 164 155 51 254 split_gain=89.1 66.6526 39.0189 37.6196 37.532 35.5674 34.358 36.4173 38.121 36.9298 30.0423 30.6694 33.1601 40.4972 45.3155 29.3973 26.3896 39.0295 26.9637 52.9369 26.0034 22.7666 22.0068 31.2475 32.1969 22.1284 21.6245 39.2687 25.0472 31.1052 19.8369 24.4329 19.3958 22.7531 18.8227 18.5183 18.2151 16.6341 17.101 15.9108 15.3315 22.9551 14.9391 22.7981 14.8922 14.1899 threshold=0.39004372060298925 1.8688347935676577 0.16366459429264071 0.0082392506301403063 135.50000000000003 4.7119412422180185 -0.067306973040103898 4.182021141052247 0.11183797940611841 0.10922520235180856 0.15846465528011325 -0.046020723879337304 0.047448575496673591 0.1029268652200699 -0.023013671860098835 0.027804732322692875 0.074351698160171523 0.012996423058211805 0.40187339484691625 0.0053529546130448588 -0.056932095438241952 -0.26331876218318934 -0.0026089663151651617 1.0000000180025095e-35 0.012473103590309622 8.2777140050893663e-05 -0.081801287829875932 0.027140457183122638 1.8688347935676577 0.032487718388438232 0.86572173237800609 0.13694941252470019 1.0000000180025095e-35 0.033883590251207359 -0.079923488199710832 -0.029043138027191159 0.016354856081306938 0.11636899784207345 -0.18997678160667417 -0.018801422789692875 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internal_value=0.000551012 0.0038822 0.00317058 0.0163508 0.00237156 0.0100409 0.00531545 0.00741871 0.0128325 0.00897356 0.00032331 0.00124805 0.00234623 0.00516007 0.00448297 0.00669607 0.00361015 0.0114782 0.00245704 0.0118678 0.0042938 0.00132832 0.00144007 0.00319183 0.0106644 0.00218328 0.000370257 0.00887915 -0.000299693 0.00706587 0.000163273 -0.00225718 -0.00126641 0.0057967 0.00394043 0.00175856 0.0012098 -0.00214921 -0.00269219 0.00461108 0.000199101 0.00463535 0.000734682 0.00333442 -0.00101992 -0.00153504 internal_weight=187946 12024 11376 648 10192 1184 4124 3096 1210 936 175922 42598 20810 5068 4894 962 4656 594 4062 434 696 3628 15742 6636 788 5848 6068 442 5626 652 9106 3396 4974 552 1886 5680 596 4422 4216 506 21788 1178 3506 1760 1028 444 internal_count=70747 3904 3736 168 3382 354 1262 918 331 262 66843 15423 7281 1726 1669 297 1592 193 1399 137 200 1262 5555 2298 240 2058 2120 139 1981 202 3257 1274 1779 170 587 2004 202 1609 1548 167 8142 403 1229 600 344 138 is_linear=0 shrinkage=0.04 Tree=79 num_leaves=47 num_cat=0 split_feature=98 78 28 323 215 24 112 176 201 147 159 3 133 122 153 107 314 28 60 138 240 284 254 122 162 179 171 0 260 105 178 219 78 153 70 54 199 5 27 57 98 114 179 202 126 227 split_gain=95.6621 72.5261 58.6358 51.0194 60.7822 41.2738 40.1666 35.5146 40.477 42.3331 33.0236 32.262 29.964 29.4091 31.1728 27.0764 26.6065 25.2034 47.6219 31.9965 36.5423 36.5846 24.7107 24.4548 23.8499 22.4466 22.028 21.0556 20.9036 20.8527 48.6398 22.6068 19.4039 18.3071 18.0765 20.2616 20.0308 17.269 19.0759 17.4571 17.1118 22.1181 16.0946 15.9399 15.9015 26.2485 threshold=0.21993363648653033 0.89587974548339855 0.9077468514442445 -0.0036049247719347473 0.0095729259774088877 165.50000000000003 0.030310123227536682 -0.022088723257184025 -0.0086871841922402365 -0.0019134241156280039 0.0012764446437358858 1.5000000000000002 0.033565942198038108 -0.0030342563986778255 0.11832366138696672 -0.16408441215753553 0.0053463492076843986 0.94257584214210521 3.4175922870635991 -0.019787775352597233 7.2193019150290652e-05 0.00078596267849206935 -0.0020174456294625993 0.11695130914449693 -0.13913965225219724 -0.00053170463070273389 0.02535112947225571 29.500000000000004 0.0021124347113072876 0.13689331710338595 -0.07029967755079268 -0.032463997602462762 3.6762205362319951 -0.020997945219278332 1.2424533367156985 0.12784261256456378 0.14291624724864962 1.0000000180025095e-35 2.754971027374268 5.7509827613830575 0.48774555325508123 0.024320268072187904 -0.034124346449971192 -0.016242275014519688 0.072531916201114668 -0.026626423932611939 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 5 7 4 -4 6 29 28 9 26 -7 13 25 24 15 -15 -10 19 -19 20 21 33 -20 42 -8 -5 -9 -1 -3 44 -31 -32 37 -17 35 -26 -36 38 -29 -40 -33 -42 -24 -22 -2 -46 right_child=1 2 3 12 -6 10 11 8 16 -11 -12 -13 -14 14 -16 17 -18 18 22 -21 43 -23 23 -25 34 -27 -28 32 -30 30 31 40 -34 -35 36 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internal_weight=188602 35050 2870 1112 496 32180 31676 1758 1190 766 504 12868 616 11034 6270 6104 424 5572 1776 3796 1582 884 1574 1016 4764 454 414 153552 568 18808 2254 2002 136732 546 4658 3724 934 136526 117414 32838 1904 524 804 698 16554 3040 internal_count=71011 12137 855 302 130 11282 11140 553 359 215 142 4326 172 3621 1997 1948 144 1756 540 1216 471 252 481 296 1624 117 123 58874 194 6814 777 697 51968 163 1591 1296 295 51899 44289 12069 668 158 242 219 6037 1054 is_linear=0 shrinkage=0.04 Tree=80 num_leaves=47 num_cat=0 split_feature=98 72 47 102 105 173 108 69 27 128 198 316 239 98 70 105 98 156 268 113 317 236 190 123 198 27 103 0 127 254 187 288 190 25 110 121 250 56 301 57 280 239 142 73 43 73 split_gain=93.7784 49.5968 44.0265 45.7763 46.7747 39.7654 33.2002 33.0368 36.9009 30.1611 38.6325 35.1552 34.1945 28.8667 27.8501 27.7199 25.15 34.6096 37.6916 24.7212 24.5804 27.2483 24.2679 35.5054 37.3997 23.573 24.5729 25.4145 23.6537 38.4816 22.2003 21.6709 21.0215 20.8699 24.0751 20.6039 32.5766 20.0121 58.3137 19.9807 19.8821 19.0154 18.0572 17.8761 21.0924 18.5154 threshold=0.36848169565200811 0.22567012161016467 7.1880350112915048 -0.26389130949974055 0.020223923958837989 0.03469409421086312 0.062836199998855605 1.9477537274360659 14.735896587371828 -0.12252442538738249 0.029661246575415138 -0.02275750786066055 0.0018669512355700137 0.61589598655700695 1.4978661537170412 0.063281651586294188 0.14903021603822711 0.061438141390681274 0.0069229989312589177 0.027669383212924007 -0.015799378044903275 0.022625243291258815 -0.021072123199701306 -0.043363075703382485 0.014465618412941696 0.091799769550561919 0.053669176995754249 44.500000000000007 -0.14428821951150891 0.011937629431486131 -0.0010013971477746961 0.0054188226349651822 0.057133607566356666 2.5000000000000004 0.011286623775959017 -0.04506994038820266 -0.0067227389663457862 4.8322978019714364 0.005651977378875018 6.1831169128417978 0.024467888288199905 -0.016213934868574139 -0.034761115908622735 4.5485858917236337 21.500000000000004 4.1666352748870858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 9 3 4 5 -3 15 8 25 12 14 -12 -2 -5 19 31 -10 35 30 40 -16 -22 23 24 -21 -1 -27 -28 29 41 -19 -4 33 34 -13 36 -18 43 -39 -25 -11 -29 -42 45 -45 -30 right_child=1 2 6 13 -6 -7 -8 -9 16 10 11 32 -14 -15 20 -17 17 18 -20 22 21 -23 -24 39 -26 26 27 28 37 -31 -32 -33 -34 -35 -36 -37 -38 38 -40 -41 42 -43 -44 44 -46 -47 leaf_value=-0.00033129624622257783 0.0037358302706211027 0.0055137944346826985 -0.0091956742067093884 -0.00020138569596636638 0.040581946550689134 0.029574373791562043 -0.014491115825791512 -0.00078612952400430901 0.0014868976227860823 -0.0029486140086514225 0.02235678151845932 0.00097243907243486428 0.021972077484500363 0.017978678437379689 0.015844349081301914 0.017841410130752085 0.021623893386855421 0.016407785930004217 0.029192673678225187 0.029383424238618373 0.0014152339685497134 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0.0220281 0.0154145 0.0019779 0.000329239 0.000601009 0.00278729 0.00227649 0.00752824 0.0108932 0.00648346 0.00120352 0.00632325 0.00300412 0.00578802 0.0148965 0.000134744 0.00577967 0.0035112 0.00297194 0.00785632 0.0184608 0.000425783 0.000806987 0.0016987 0.00233 0.00795147 0.0072964 -0.000235929 0.00548551 0.00348154 0.00882608 0.00397725 0.00965744 0.00205029 0.0095538 0.00274494 -0.00175227 0.00516504 0.00423829 0.00186416 -0.00139419 0.00225625 internal_weight=187992 13614 1954 1214 614 454 740 174378 140214 11660 10970 1860 690 600 9110 586 9528 3360 556 7386 1724 1408 2950 1048 340 130686 86920 31516 24078 1140 364 374 1636 1370 630 2804 748 22938 554 708 4436 998 738 22384 2404 19980 internal_count=70758 4433 557 323 155 119 234 66325 52433 3876 3677 556 199 168 3121 173 3366 1110 168 2583 538 448 967 334 102 49067 31980 11406 8517 370 112 119 502 433 185 942 236 8147 185 232 1616 333 233 7962 890 7072 is_linear=0 shrinkage=0.04 Tree=81 num_leaves=47 num_cat=0 split_feature=0 27 69 116 77 238 148 90 92 123 39 107 199 77 103 273 157 170 149 27 319 103 0 56 317 318 31 27 276 309 47 128 277 69 132 39 35 265 121 168 116 205 121 149 158 189 split_gain=40.4249 38.2253 28.2456 30.3163 47.3702 27.7959 36.6643 23.2398 49.4731 41.5202 26.7312 31.9637 21.9914 36.7736 23.2201 44.1046 47.0262 35.835 34.0335 21.5568 20.8833 17.3075 19.1912 18.2297 16.1951 15.3053 28.2131 15.2811 26.4283 14.665 30.2528 14.0099 20.0481 13.7222 13.9844 45.4984 13.7133 22.978 21.4041 13.6985 13.6043 13.5447 16.2443 27.6246 26.9051 21.9443 threshold=113.50000000000001 0.49544560909271246 1.5655440688133242 0.18169794231653216 1.5856574177742007 -0.003623827593401074 0.020991472527384761 1.0000000180025095e-35 1.0000000180025095e-35 0.15878747403621676 0.57772532105445873 0.058242034167051322 0.22887821495532992 1.7300072312355044 0.084624238312244429 -0.044776812195777886 0.096948102116584792 0.013238925486803057 0.02578083518892527 136.9543151855469 0.046827418729662902 0.024136163294315342 40.500000000000007 5.8464219570159921 0.065626598894596114 -0.026074031367897984 0.27126917243003851 22.938593864440922 -0.0036640249891206618 -0.021556148305535313 6.8819243907928476 -0.032764393836259835 -0.048198264092206948 2.3755387067794804 0.14163833856582644 0.34635639190673834 0.39523096382617956 -0.0070969695225358001 0.019841732457280162 0.14612155407667163 -0.19907599687576291 -0.0059399905148893586 -0.059297431260347359 0.071748793125152602 -0.1188870146870613 0.012501733843237163 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 31 3 12 5 6 -5 21 9 10 24 -12 14 -14 19 -16 20 18 -18 36 25 -1 -23 33 -9 26 -17 29 -29 30 -27 32 -2 34 -24 -36 39 -38 -39 41 -34 -3 43 44 -43 -45 right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 15 16 17 -19 -20 -21 -22 22 23 -25 -26 27 -28 28 -30 -31 -32 -33 40 -35 35 -37 37 38 -40 -41 -42 42 -44 45 -46 -47 leaf_value=-0.00072339271426477699 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0.0022682461205521505 leaf_weight=48264 258 7512 12802 314 180 528 154 8812 6676 290 380 350 476 248 164 336 292 236 196 164 170 16868 22626 224 224 574 154 346 306 6654 274 23686 268 3816 440 152 260 340 180 264 11072 114 8162 226 2092 138 leaf_count=18912 81 2712 4837 101 44 192 47 3130 2726 99 124 99 154 58 46 118 72 86 64 50 49 6668 8265 62 68 199 37 97 103 2315 81 9071 88 1564 148 44 88 84 56 86 4064 31 2929 65 726 45 internal_value=0.00054767 0.00123594 0.00202444 0.00267621 0.00897339 0.00554627 0.0126328 4.8502e-05 0.00142015 0.00319224 0.00274828 0.010106 0.00242806 0.00931006 0.00225684 0.00385521 0.00350011 0.0132931 0.0194711 0.00145947 0.00269427 -0.000199919 0.000372647 0.00102885 0.00215282 0.00242013 0.00927941 0.00200685 0.00787603 0.00149578 0.0064466 0.000255842 0.00139483 0.000934447 0.00129979 0.00736365 0.00133624 0.00652834 0.0113758 0.00111708 0.0011434 0.000985877 0.00189766 0.00467037 0.0029823 0.0148647 internal_weight=188262 79140 43856 31054 1176 996 468 109122 16732 10056 9766 730 29878 724 29154 9702 9538 724 488 19452 8814 92390 44126 27258 9036 8644 490 8154 652 7502 848 35284 11598 27034 23218 592 19288 780 520 18508 11340 18244 10732 2570 2206 364 internal_count=70785 28876 15572 10735 384 340 148 41909 6246 3520 3421 223 10351 212 10139 3267 3221 222 136 6872 2999 35663 16751 10083 3198 2950 155 2795 200 2595 280 13304 4233 10021 8457 192 6822 228 140 6594 4152 6508 3796 867 757 110 is_linear=0 shrinkage=0.04 Tree=82 num_leaves=47 num_cat=0 split_feature=69 66 28 0 78 211 57 26 198 91 117 27 107 237 189 173 281 171 190 323 57 116 292 272 107 160 146 0 26 211 325 146 271 21 174 256 280 27 135 57 154 199 58 58 43 203 split_gain=38.2612 39.7661 45.5571 46.4051 44.4342 43.2594 36.0846 35.4904 35.0683 44.0928 37.7629 28.9432 34.7447 37.7306 38.5458 24.1741 21.0129 44.9186 20.3861 26.5034 19.855 27.698 38.4078 16.8823 18.7646 16.2126 29.383 16.2112 18.4966 39.1209 50.0087 23.9855 17.45 15.6891 19.4317 18.2524 64.0286 16.2861 15.9887 14.7937 14.7221 14.0653 14.133 24.4289 13.9216 32.8788 threshold=2.3068675994873051 1.0000000180025095e-35 0.71470099687576305 126.50000000000001 3.2384861707687382 0.0033902704017236833 5.8245229721069345 9.5000000000000018 0.18087330460548404 1.0000000180025095e-35 0.17082498967647555 16.342111587524418 0.044856015592813499 -0.0031246461439877744 -0.014304835349321364 0.013705269433557989 0.023693891242146495 0.086090143769979491 -0.037635708227753632 -0.0095920455642044527 4.3502571582794198 -0.16036877036094663 0.0010758895659819248 0.0058704679831862458 0.014011537656188013 0.050793170928955085 0.023111196234822277 28.500000000000004 10.500000000000002 -0.015063580591231583 0.0027756060007959609 -0.095401760190725313 -0.024464895017445084 -0.6035533845424651 0.047250531613826759 -0.0242173857986927 0.0056231073103845128 14.735896587371828 -0.093091193586587892 6.4715728759765634 0.012623289600014688 0.22887821495532992 4.6471753120422372 3.7507059574127202 4217.5000000000009 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0.00089503 0.00343615 0.00574036 0.00234566 0.00655322 0.0119066 0.0182737 0.00967986 0.0019496 0.00564648 0.00545356 0.00785185 0.00049872 0.00172807 0.0102715 0.00327076 -0.00228919 0.00409141 0.012098 0.00137357 0.00207827 0.00464553 0.0142369 0.00260174 0.00148096 0.004971 0.000411461 0.00617136 0.0151904 0.00527714 0.00434174 -0.000427039 0.00304555 -0.000345402 -0.000451247 -0.000569359 0.00159156 0.0068276 internal_weight=187418 160392 108498 85416 29700 394 29306 1510 55716 7516 4800 27796 2390 1070 622 358 25406 2242 1182 978 48200 14636 582 660 376 2086 338 14054 11074 3194 560 2634 2426 4586 956 3630 326 3304 2976 23082 448 22934 22676 22364 23164 784 internal_count=70689 59696 39723 30816 10324 115 10209 451 20492 2664 1606 9758 787 325 177 111 8971 729 363 285 17828 5036 181 202 124 685 105 4855 3761 1033 166 867 801 1531 346 1185 107 1078 984 8907 148 8839 8768 8672 8242 268 is_linear=0 shrinkage=0.04 Tree=83 num_leaves=47 num_cat=0 split_feature=98 198 91 98 1 66 112 271 99 153 199 318 39 21 214 314 135 169 1 148 180 9 100 188 136 305 195 26 229 297 108 179 202 105 208 189 98 1 122 78 5 274 273 321 190 3 split_gain=81.8324 53.2465 46.4904 39.2098 37.5868 44.5511 32.5896 32.38 31.9928 28.9369 46.8466 24.8433 24.3954 31.4014 21.8224 24.2206 21.9128 30.3655 21.7856 21.4289 20.7239 26.6721 19.9936 29.0231 19.7615 31.0336 19.6178 23.4599 31.1786 24.0551 22.92 19.6134 19.1911 19.9108 19.1618 25.9658 18.3215 19.6202 19.0448 27.3621 18.6911 18.2976 17.3032 16.741 18.3375 16.6895 threshold=0.26206894218921667 0.029661246575415138 1.0000000180025095e-35 0.28560030460357672 4.6395599842071542 1.0000000180025095e-35 -0.054245188832283013 -0.0057866589631885281 5.1561734676361093 0.059461560100317008 0.10413539037108423 -0.026074031367897984 0.49535198509693151 0.60355338454246532 0.0069733937270939359 -0.0023608730407431717 0.010381376370787622 0.04148362576961518 5.4138731956481942 0.0094145126640796679 0.042337138205766685 0.23097601532936099 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10208 6422 1760 3092 4662 952 3710 2900 632 3410 1904 1506 672 752 11342 2268 1862 1400 674 6522 586 5936 2248 436 1812 422 508 1198 964 1662 1466 161306 127420 113078 67746 67604 1390 706 786 534 58638 internal_count=70694 8925 1476 986 7449 3348 1963 564 916 1399 270 1129 868 176 1051 614 437 184 214 4101 692 555 490 217 2311 181 2130 774 132 642 139 146 363 278 503 455 61769 48152 42371 24963 24918 503 251 229 143 21419 is_linear=0 shrinkage=0.04 Tree=84 num_leaves=47 num_cat=0 split_feature=98 78 271 198 244 60 98 270 17 143 69 27 128 192 121 0 38 137 106 300 98 135 209 150 316 303 50 179 197 273 180 104 157 231 210 117 78 130 209 116 220 20 0 72 149 189 split_gain=90.0797 55.438 34.0713 31.7283 28.1984 25.8244 58.5031 25.6206 24.7434 44.6634 24.3852 27.3271 23.7378 32.5815 26.0646 45.988 25.2803 24.0265 44.5185 23.0688 23.0462 35.3972 51.0972 29.5778 41.0013 20.7338 20.6705 19.7945 21.0286 18.9678 18.4901 17.8668 21.8334 19.0379 18.9374 21.7821 17.7178 17.4249 30.5655 17.6501 24.0822 17.6041 20.4016 16.3746 16.3156 16.291 threshold=0.39004372060298925 1.4978661537170412 -0.0059370852541178456 0.017466964200139049 -0.0025762723525986071 3.7012257575988774 0.53038090467453014 0.0062986537814140328 4.5000000000000009 0.032162833958864219 1.5655440688133242 0.62040507793426525 -0.049428988248109811 0.016577866859734062 0.053534083068370826 98.500000000000014 0.0081030414439737814 0.10256732255220415 0.031020563095808033 0.025377166457474235 0.21993363648653033 0.081841222941875472 -0.013616125565022228 0.0075887190178036698 0.0011617876007221641 -0.023205928504467007 2.6974133253097539 0.040834480896592147 -0.019485287368297573 0.0044610947370529183 0.0032296245917677884 0.025050986558198932 -0.03545787185430526 -0.022854314185678955 -0.00093883089721202839 0.026097321882843975 3.6242519617080693 0.097245100885629668 -0.0082435598596930486 -0.12820238620042798 -0.0067484483588486901 0.12940952181816109 255.50000000000003 0.1289736479520798 0.019689438864588741 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0.00084479681212639172 0.02337928769688177 -0.0017250952367565437 -0.0021554269750073481 -0.0024416780598030602 -0.001008265303990626 0.026162670459012567 0.010098469513728751 -0.0038080620731253808 0.0099647329673582669 -0.003758371673794665 0.0036757375363071086 0.020828498918282326 0.014380975080033142 0.018963509909078188 0.0028602181047590598 0.0088000489994088105 0.00044082232008850768 0.0019734355462909577 0.0052171061147456392 -0.017681848432449316 0.021674385562630519 -0.0011266445973640291 leaf_weight=64446 944 328 248 200 378 322 334 188 266 158 44490 57040 208 378 254 182 338 210 150 172 276 192 394 262 254 1510 212 362 476 158 482 1394 180 1522 294 198 152 254 726 280 314 1866 238 150 162 4510 leaf_count=24719 332 82 62 46 117 89 97 44 73 41 17843 20946 62 105 85 43 115 79 39 48 82 58 151 89 71 513 64 131 162 39 135 517 56 577 89 51 54 77 233 94 105 629 67 63 37 1661 internal_value=0.000483616 0.0038078 0.0140626 0.00309829 0.005558 0.00848239 0.0148704 0.00779258 0.00236569 0.00988948 0.000253056 0.000527171 0.00128905 0.00501629 0.0110964 0.0159097 -0.000260706 -0.000901034 0.00899001 0.000575577 0.00109332 0.00289308 0.00964059 0.00566871 0.0119611 9.07094e-05 0.0070145 0.00591324 0.00801673 0.014843 0.00458459 -0.00177662 0.00029172 -0.00230205 0.00560687 0.0106069 0.000787146 0.00203005 0.007049 0.00138592 0.00802609 0.000829635 0.00373366 -0.00516648 0.0119197 -0.000544663 internal_weight=188052 12196 788 11408 4834 2522 722 522 2312 536 175856 131366 6574 1930 814 560 4644 4436 360 1116 66920 9728 1102 910 516 1776 460 1800 1438 480 958 4076 2532 1702 830 492 57192 8626 980 7646 590 7056 2266 1544 400 4790 internal_count=70872 3956 208 3748 1487 743 187 141 744 158 66916 49073 2261 613 233 148 1648 1586 118 380 24354 3354 369 311 160 586 126 556 425 128 297 1468 888 633 255 140 21000 2985 310 2675 187 2488 733 580 104 1755 is_linear=0 shrinkage=0.04 Tree=85 num_leaves=47 num_cat=0 split_feature=98 78 212 143 105 27 106 220 144 201 181 98 201 148 103 106 77 112 116 24 126 171 196 119 195 263 300 154 117 28 263 322 27 253 162 314 109 113 24 106 199 62 251 283 100 265 split_gain=78.7864 39.8573 41.5014 30.6613 25.7194 38.4215 28.1045 32.3684 28.0757 33.9589 29.5072 24.6585 27.0256 24.4845 24.0567 22.9966 22.8483 21.3549 48.4832 28.6003 19.9698 19.9475 30.4109 27.8905 27.1169 19.4036 33.1424 37.4766 19.3655 19.0521 19.0284 18.8442 18.5382 22.1398 29.2001 32.7989 18.51 26.4768 19.8554 18.0612 18.8604 17.5049 32.2577 21.3118 21.3216 36.6273 threshold=0.36848169565200811 1.4978661537170412 -0.0032573051284998651 0.0398034155368805 0.13689331710338595 13.987025737762453 0.20788399875164035 -0.013482031878083943 -0.016653073951601979 -0.0042275132145732633 -0.0042079384438693515 0.1048417314887047 -0.0051714561413973561 0.026265248656272892 -0.02900329232215881 0.081732835620641722 5.0946450233459482 0.067418798804283156 0.12306178361177446 148.50000000000003 0.09142648428678514 0.061365406960248954 -0.0010136067867279051 0.011472275480628015 0.016035944223403934 -0.0041486085392534724 -0.00077478596358560015 0.037732623517513282 0.094037324190139784 0.93885341286659252 -0.029893512837588784 0.0086681465618312376 6.499976873397828 0.003666186705231667 -0.0267182532697916 0.0029338474851101641 0.087076917290687575 0.12565253674983981 155.50000000000003 0.27020801603794103 -0.051330933347344392 1.0000000180025095e-35 -0.020260724239051339 -0.0098809436894953234 0.070332355797290816 -0.0017271568067371843 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 4 -3 -4 6 8 20 -8 29 10 -10 -1 14 -12 41 -16 17 32 19 25 21 28 -23 24 -24 -19 -27 31 36 -6 -22 -28 -17 34 -34 -36 38 -38 -2 40 -14 42 -13 -44 -45 -46 right_child=1 2 3 -5 5 -7 7 -9 9 -11 13 12 39 -15 15 16 -18 18 -20 -21 30 22 23 -25 -26 26 27 -29 -30 -31 -32 -33 33 -35 35 -37 37 -39 -40 -41 -42 -43 43 44 45 -47 leaf_value=-0.00021546352788580158 -0.0010266231560216957 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leaf_weight=88630 4516 262 342 150 388 180 228 362 422 234 254 240 134 140 23048 4474 160 1140 256 162 172 642 290 192 202 582 288 172 852 190 1224 148 246 394 224 240 1674 176 244 130 32182 16366 1156 3058 496 462 leaf_count=34725 1594 81 85 45 150 44 62 115 135 59 71 74 53 38 8306 1629 48 410 76 47 48 217 85 68 51 203 100 52 336 61 388 38 87 135 84 62 545 48 68 41 12277 6275 424 1045 168 135 internal_value=0.000479033 0.00344218 0.0123694 0.0192061 0.00290627 0.00731985 0.002165 0.0106454 0.00537235 0.00926676 0.00540055 0.000252413 0.000735956 0.0132581 0.00128991 0.00199602 0.00377613 0.00348705 0.0063727 0.00466466 0.0016727 0.000966393 0.00548524 0.0113475 0.0163846 0.00352981 0.0071003 0.0136233 0.000162766 -0.00170606 0.00611512 0.00735318 0.00206455 0.00670425 0.0109191 0.0168151 0.000894606 0.00428876 -0.000425174 -0.000174254 -0.000234333 0.00026743 0.00223928 0.00157241 0.00294991 0.00815393 internal_weight=187724 13336 754 492 12582 1808 10774 590 1628 1050 816 174388 85758 394 53312 31534 8486 8326 2748 2492 10184 8788 1326 684 492 2330 1190 608 7462 578 1396 436 5578 1104 710 464 6610 1850 4760 32446 32316 21778 5412 5172 4016 958 internal_count=70888 4394 211 130 4183 558 3625 177 514 303 244 66494 31769 109 19398 11277 2971 2923 926 850 3448 3012 421 204 136 803 393 190 2591 211 436 138 1997 368 233 146 2255 593 1662 12371 12330 8121 1846 1772 1348 303 is_linear=0 shrinkage=0.04 Tree=86 num_leaves=47 num_cat=0 split_feature=98 66 0 57 325 282 122 26 29 273 212 121 178 135 142 90 193 116 56 243 43 182 124 154 292 111 212 275 293 292 128 77 98 171 43 64 43 17 221 49 52 234 103 77 103 169 split_gain=60.9256 40.7319 42.46 32.2905 34.3174 45.7131 31.9816 38.8419 36.3658 42.8459 33.1737 32.6864 29.1248 28.8127 27.1895 24.5457 27.3923 26.8385 40.02 23.2548 48.8551 22.1248 26.6971 22.1094 28.5978 28.9381 20.593 20.1962 22.3012 20.1362 19.8535 20.8269 20.3563 18.5171 18.5055 27.8143 19.7058 23.5055 27.0904 18.4027 20.9924 18.2671 17.9206 18.9154 19.8217 17.7047 threshold=0.1733457297086716 1.0000000180025095e-35 101.50000000000001 6.7062506675720224 -0.02511184103786945 -0.029446934349834916 0.0094307251274585741 2.5000000000000004 0.032362798228859908 -0.0088656130246818048 -0.0020558339310809966 0.010898645967245104 0.019103835336863998 0.041152141988277442 0.063679691404104247 1.0000000180025095e-35 0.070655528455972685 -0.16036877036094663 3.9607677459716801 -0.027758602984249588 839.50000000000011 -0.06906451657414435 0.06653954461216928 0.06087028048932553 -0.00079606362851336588 -0.0063833398744463912 -0.0007784962945152073 0.0054243237245827922 0.0043092607520520696 -0.013536858838051556 -0.050283271819353097 4.5830564498901376 0.3386568427085877 -0.10276971012353896 19.500000000000004 0.22128523141145709 67.500000000000014 2.5000000000000004 0.0034946224186569457 2.3502402305603032 1.0000000180025095e-35 -0.0055460813455283633 -0.044429693371057503 0.89569097757339489 0.01889143139123917 0.11713751405477525 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 4 5 -4 7 12 9 -8 11 -11 13 27 26 17 23 18 -2 20 29 22 -9 -17 25 -25 -7 28 -6 -10 31 32 -19 -32 35 -21 -36 38 -38 40 -39 -28 -34 44 -44 -3 right_child=1 45 3 -5 6 14 8 21 19 10 -12 -13 -14 -15 -16 16 -18 30 -20 34 -22 -23 -24 24 -26 -27 41 -29 -30 -31 33 -33 42 -35 36 -37 37 39 -40 -41 -42 -43 43 -45 -46 -47 leaf_value=2.5989956583021681e-05 0.0013022608827872604 -0.00017466727960595139 0.02726024579454735 0.015537707424009003 0.0052889641844263494 -0.0031326359221281216 0.024754246818365844 0.0019957110648350694 0.015463333025243546 0.024744627742745759 -0.0022765036405042317 0.0002515285631705975 -0.00068718124384404926 0.028343326122368746 0.018354600926574607 0.0015468411463744089 0.020143268632585417 -0.00029388247439507718 0.028005230896335713 0.021036378005387095 0.030186741901020851 -0.0013643670515187515 0.021169456297568248 0.026485788280068482 0.00089905470555654054 0.0038702272727124155 0.017673769661798164 -0.0022565473100160534 0.024680955517794607 0.0011211251899081226 0.0085327332227495122 0.016558607560725299 -0.0015134698037654554 -0.0011511420941362875 -0.0021652532214972448 0.0014152598595572816 0.019307272016387624 0.0036375867970569187 -0.0020927711491677777 -0.00013055458460014153 0.01897164441445932 0.00087907869387142759 0.017027492705001784 0.021954316397507986 0.0027828236053151008 0.0093756571380356896 leaf_weight=140884 254 15334 206 384 218 410 300 484 224 220 340 144 410 148 246 2234 166 2362 138 210 154 4466 152 220 318 154 212 186 168 516 326 162 380 9340 1318 256 290 608 140 1690 186 202 208 146 622 316 leaf_count=54190 91 5881 55 102 67 151 78 154 68 60 120 42 137 40 69 733 47 843 39 57 37 1545 44 62 101 45 54 65 38 168 103 47 128 3470 467 86 69 186 46 575 45 69 58 41 187 108 internal_value=0.000442588 0.00168688 0.00251515 0.00410683 0.00379453 0.0100485 0.00317171 0.00111669 0.00511287 0.0121192 0.00670744 0.0150823 0.00782327 0.0126637 0.00671245 0.00116089 0.00438447 0.000445505 0.0107501 0.00385299 0.00976292 -0.000369936 0.00660415 0.00348385 0.00972589 0.0172087 0.00321873 0.00856438 0.013771 0.00547756 0.000146534 0.00256318 0.00194909 -0.00082369 0.00272653 0.0102835 0.00189218 0.00372746 0.0123511 0.00223027 0.00724904 0.00950112 0.00585342 0.0087203 0.00636877 1.87567e-05 internal_weight=188052 47168 31518 14488 14104 1276 12828 6232 6596 1004 704 364 1130 720 1070 17030 3092 13938 392 5592 894 5102 636 2926 692 374 824 572 386 740 13546 3880 3718 9666 4698 466 4232 2914 430 2484 794 414 1356 976 830 15650 internal_count=70868 16678 10689 4694 4592 398 4194 2090 2104 300 222 102 347 210 343 5995 988 5007 130 1804 273 1743 198 941 208 107 274 170 105 236 4877 1304 1257 3573 1531 143 1388 921 115 806 231 123 414 286 245 5989 is_linear=0 shrinkage=0.04 Tree=87 num_leaves=47 num_cat=0 split_feature=98 78 47 300 24 117 150 126 120 106 69 70 35 200 21 262 105 54 171 128 119 28 60 1 128 149 312 28 81 309 78 284 143 234 119 171 9 245 317 106 287 126 300 271 291 114 split_gain=78.0581 48.3125 43.0371 43.0028 32.0552 41.0401 28.2536 38.8537 36.5525 28.0963 23.0389 29.7518 32.5868 21.6243 24.4512 23.901 27.4776 44.0328 48.9487 23.7815 19.6793 18.949 23.9471 27.2759 36.5288 38.2603 47.5067 22.3831 54.975 62.171 28.163 20.6571 23.6002 20.1944 20.0641 18.7895 18.5536 19.6689 32.5232 21.5245 25.8484 21.3922 18.3607 20.3293 17.551 15.9926 threshold=0.45973347127437597 0.89587974548339855 6.7363736629486093 -0.001097404398024082 156.50000000000003 0.0043445732444524774 -0.084874965250492082 0.075147628784179701 0.073681998997926726 0.2347475662827492 1.5655440688133242 0.89587974548339855 0.42123028635978704 -0.00041179961408488447 -0.6035533845424651 0.0010326510528102519 0.036318315193057067 0.045209841802716262 -0.0083887614309787733 0.00079743005335330974 -0.066795829683542238 0.57912886142730724 1.0000000180025095e-35 5.6222093105316171 -0.023827202618122097 0.01128086354583502 -0.0022635653149336572 0.9535653591156007 0.25000000000000011 0.014909459277987482 2.1383330821990971 0.0053384189959615478 0.047888170927762992 -0.022148814052343365 0.04721831530332566 -0.027262723073363301 0.029875539243221286 -0.028264703229069706 0.025151884183287624 0.05307352542877198 0.00057938581448979687 0.18025390058755877 0.090438950806856169 0.025408406741917137 -0.039856530725955956 0.033787559717893607 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 4 -3 -4 6 -6 7 8 -2 13 11 21 36 14 -8 16 19 18 -18 20 -16 -1 23 27 25 35 -27 34 29 30 -29 -30 -33 -26 -23 -25 37 38 39 -13 -41 44 -24 -44 -39 -17 right_child=1 2 3 -5 5 -7 9 -9 -10 -11 -12 12 -14 -15 15 45 17 -19 -20 -21 -22 22 42 24 33 26 -28 28 31 -31 -32 32 -34 -35 -36 -37 -38 41 -40 40 -42 -43 43 -45 -46 -47 leaf_value=-0.0011758518133373015 -0.0016143011451131848 0.023886683969855757 0.014619559532916295 -0.0066593336882327381 0.0021711391410808791 0.025971082044548767 -0.0030988935580803633 0.025642041161576694 0.021645826168206272 0.014443293629304185 -0.00055179936693279031 0.00092418328300229182 0.01981926315695464 -0.0028332114072603999 0.015052754003495825 -0.0021425120450408387 0.031021395160904471 0.0029822894711494449 0.0080262822638043265 -0.0024368082674365251 0.0027879687644065819 0.0014014864718987904 5.9669097849733471e-05 0.011938514419922641 0.014224035635087135 0.031819942013471707 0.0073183742404849123 0.0034594873009550181 -0.0038567741752377417 0.030423418776742341 0.018581476325568884 0.00045099902303278948 0.019788078260839198 0.00025680230913974406 -0.0016727335002537167 -0.0027130954259844838 0.00055012649874317931 0.014230726975535984 0.024176424819530935 0.0026681516103075117 0.018818996371967451 0.01636899409179916 0.019774206009394717 -0.0012002717544787008 0.0016373220610797696 0.0044807019317186945 leaf_weight=13346 408 334 380 252 252 214 1100 186 146 268 45020 840 160 1618 316 1460 264 624 338 802 618 10986 76544 254 184 242 266 978 1122 202 246 356 140 1582 4916 310 10240 180 158 320 314 166 158 138 8194 970 leaf_count=5277 142 81 96 90 80 55 396 45 41 72 18000 294 46 619 82 508 64 182 95 281 189 3893 28972 67 60 67 83 315 443 59 69 114 42 557 1844 115 3778 58 49 104 95 51 47 57 2893 299 internal_value=0.000428606 0.00377123 0.0122929 0.00613782 0.00291111 0.0131329 0.00238731 0.00987416 0.00454358 0.00172493 0.000229981 0.000495528 0.00189363 0.00130291 0.00233404 0.00344276 0.00585428 0.0104364 0.0181452 0.00261412 0.00694917 0.000238642 0.000430064 0.00160066 0.00525705 0.0110781 0.01903 0.00105271 0.00419454 0.0099176 0.0065114 -0.000852398 0.00593788 0.00171928 0.000451066 0.00389478 0.00175216 0.00296206 0.00698454 0.00512658 0.0106842 0.00219263 9.8185e-05 0.0100244 0.00190969 0.000502078 internal_weight=188112 10550 966 632 9584 466 9118 740 554 8378 177562 132542 20572 8110 6492 5392 2962 1226 602 1736 934 111970 98624 21784 2838 1072 508 18946 3044 1426 1224 1618 496 1766 15902 564 20412 10172 1632 1474 634 8540 76840 296 8374 2430 internal_count=70866 3417 267 186 3150 135 3015 228 183 2787 67449 49449 7368 2715 2096 1700 893 341 159 552 271 42081 36804 7728 949 332 150 6779 1042 443 384 599 156 617 5737 182 7322 3544 542 493 199 3002 29076 104 2951 807 is_linear=0 shrinkage=0.04 Tree=88 num_leaves=47 num_cat=0 split_feature=78 28 57 115 0 257 202 27 72 253 281 70 55 144 35 43 69 179 57 153 105 118 266 270 69 27 57 112 44 114 256 173 138 265 209 178 243 198 214 318 260 227 223 56 282 109 split_gain=37.9082 31.6313 44.8501 30.222 29.2039 28.6557 39.2926 26.8194 25.9223 43.4118 66.6663 21.5222 28.0064 26.4941 25.4059 20.8383 27.6791 27.9791 20.1413 22.1989 18.7106 17.4737 16.9053 22.8561 16.5397 18.5634 19.5321 35.4963 52.7754 97.379 38.8804 29.1784 22.1156 16.1029 15.0804 28.2587 14.7866 14.571 18.2374 20.6637 37.9562 14.3018 13.7067 13.4901 13.1362 13.1131 threshold=2.1383330821990971 0.86295846104621898 5.427147865295411 -0.040141263976693146 22.500000000000004 0.014434834942221643 -0.011596533004194496 14.735896587371828 0.26040761172771459 -0.014145506080240009 0.0016276228125207128 1.2424533367156985 7.6655189990997323 0.10774167627096178 0.40965779125690466 55.500000000000007 0.70837780833244335 0.036728700622916229 4.3757371902465829 -0.049124591052532189 0.12988153845071795 -0.015643111430108544 -0.0036621021572500463 -0.0026967965532094236 1.084954619407654 0.12129050865769388 5.7884287834167489 0.084294736385345473 0.29185338318347936 0.022474842146039013 0.036968726664781577 0.0089755994267761725 -0.032945256680250161 0.00037126752431504434 -0.023671898059546944 0.064874969422817244 0.021255660802125934 0.02194674871861935 0.00096984204719774436 0.00096199972904287289 0.0084239235147833842 -0.038753034546971314 0.0036456707166507844 3.6242519617080693 0.0027101496234536175 0.25336785614490515 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 5 21 -1 22 -7 11 18 10 -10 24 34 14 15 16 -14 -18 37 -20 44 -2 23 -3 25 -6 45 30 32 -30 41 -32 -29 -34 35 36 -13 -9 39 -39 -41 42 -28 -5 -11 -27 right_child=1 2 -4 43 7 6 -8 8 9 20 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 27 28 29 -31 31 -33 33 -35 -36 -37 -38 38 -40 40 -42 -43 -44 -45 -46 -47 leaf_value=-0.001704881922768603 0.013800120655431788 0.018309902601967049 0.021313565188628199 -0.0037028723495394072 -0.00028093962555481391 0.0015555079090227555 0.024583240587492377 0.00013795506693564861 0.0062786473820404132 0.0031627838678035202 0.040860082950997863 -0.00038038711940568682 0.017182079993761503 0.01577330241700723 0.017488598686309986 0.0011844294158860462 -0.00091488081928157159 0.01382646092503366 0.016313668224768114 0.0037397042234490973 0.01493030692604806 -0.00045951264344643207 -0.0019356067193558022 7.9640211240326856e-05 -0.00065641926523354584 0.00055243100283101758 0.01439656384559493 0.013757854731975761 0.0054058478455126036 0.046734913257544475 0.0030997658922650296 0.024955537971837562 0.0055290858838878097 -0.0075029486296665539 0.00045168735371953574 0.018750763094829554 0.010007030424540457 0.0029327127451559049 0.00042501285985213709 0.022967229256373747 2.9593708327947518e-05 -0.001304852391099901 -0.0020306167450356992 -0.018228535442710758 -0.010346975731117099 0.0068342748463320335 leaf_weight=10516 240 192 328 362 40984 230 244 7374 244 322 140 822 324 284 192 3732 662 298 270 1320 138 320 734 256 33298 53780 192 242 236 148 216 178 326 282 21158 198 298 714 1320 284 194 2682 140 142 178 536 leaf_count=4312 64 56 86 145 15782 75 70 2761 82 111 38 305 92 88 48 1268 249 87 83 426 39 116 257 88 13315 19628 48 71 76 42 70 45 99 107 7979 65 97 247 486 92 71 961 54 61 75 188 internal_value=0.000415114 0.0048388 0.00782166 -0.00072535 0.000341898 0.0051381 0.0134362 0.000465817 0.00225079 0.00835222 0.0189598 0.00032742 0.00133618 0.00389658 0.00324602 0.00269747 0.00709083 0.0036707 0.00170675 0.00588382 0.00194802 0.00566546 0.00180187 0.00791599 0.000115666 0.000372908 0.000827419 0.00331758 0.00912755 0.0214148 0.00121179 0.0130119 0.00355797 -0.000517772 0.000710402 0.00486008 0.00238987 0.00103441 0.00366485 0.00724922 0.0136773 -0.00033456 0.00748414 -0.00782341 -0.00165774 0.000614546 internal_weight=187270 3048 1984 1064 184222 1656 474 173706 12498 1022 384 161208 27968 5492 5208 5016 1284 960 11476 1590 638 560 1182 448 133240 99942 58958 4642 1234 384 3408 394 850 608 22476 1318 1120 9886 2512 1192 478 3014 332 504 500 54316 internal_count=70605 1018 632 386 69587 546 145 65275 4511 345 120 60764 10278 1832 1744 1696 428 336 4166 509 225 180 401 144 50486 37171 21389 1573 395 118 1178 115 277 206 8446 467 402 3657 896 410 163 1063 102 206 186 19816 is_linear=0 shrinkage=0.04 Tree=89 num_leaves=47 num_cat=0 split_feature=69 70 78 58 0 185 270 145 58 269 57 35 142 117 167 294 221 202 153 126 194 39 142 106 5 0 300 40 106 194 229 26 117 154 24 297 54 166 103 141 279 183 55 146 296 39 split_gain=36.5609 31.5504 31.1491 31.8796 44.4648 33.6739 48.3027 28.847 40.3997 27.6919 35.9352 25.8412 25.2354 20.4902 20.3474 18.4932 18.188 23.3892 17.9813 17.9164 24.326 30.6517 17.0492 22.2274 16.8068 17.5051 19.5638 16.7623 21.3823 41.142 16.0523 17.6359 15.0613 14.8216 13.8289 35.851 13.7654 27.0343 13.6266 17.1248 26.4765 14.8892 13.5445 22.8767 15.0705 20.1103 threshold=1.5655440688133242 0.89587974548339855 0.89587974548339855 2.0235991477966313 337.50000000000006 0.07190867513418199 0.0083073535934090632 0.035519294440746314 4.5308265686035165 -0.02068128157407045 5.4909996986389169 0.42123028635978704 0.02343478333204985 0.068004634231328978 0.0098399855196476 -0.02552262973040342 -0.022597359493374821 -0.012674744240939615 0.086995780467987074 0.019124554470181469 -0.093146424740552888 0.13213226199150088 0.16756150126457217 0.070363223552703871 1.0000000180025095e-35 46.500000000000007 0.065083865076303496 0.18629161268472674 0.13293304294347766 -0.014256334863603113 0.041389575228095062 4.5000000000000009 0.19907788932323459 -0.020579589530825611 167.50000000000003 0.0087814703583717364 0.10031234100461008 -0.014996342360973356 0.07551805675029756 -0.067417129874229417 0.020133203826844696 0.09505403041839601 7.6655189990997323 -0.062794826924800859 0.0048532432410866031 0.34635639190673834 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 24 15 5 7 -7 9 16 -5 14 19 13 -12 18 -4 -9 -18 33 32 21 -21 -2 -24 25 -1 30 -22 42 -30 31 34 36 -11 38 -36 -3 -38 -27 40 -40 -41 -29 -44 -45 -46 right_child=22 11 3 4 -6 6 -8 8 -10 10 12 -13 -14 -15 -16 -17 17 -19 -20 20 27 -23 23 -25 -26 26 -28 28 29 -31 -32 -33 -34 -35 35 -37 37 -39 39 41 -42 -43 43 44 45 -47 leaf_value=-0.00037426035855371597 -0.00059230286556937926 0.00053047183905741179 0.0091989257368275696 0.017076263688911093 0.019519804325553669 0.0038091557700023712 0.031919119628319829 0.0057582759189961563 0.015492501311046257 0.0073294077225922374 -0.00055821007356429708 0.015710545474237392 0.02279972483032287 0.017047655754695738 -0.0040836418740933609 -0.0016390668864433142 -0.016918542173442956 -0.0030527665603339196 0.016019519382277452 0.024693158734885472 0.0011471969262822094 0.0021606190804972425 -0.00045750484002877008 0.020116381375499221 -0.00096113970201189118 0.0011950822031050971 0.012415431476010272 0.0018558739165547584 0.025674411215061366 0.0039653329128060402 -0.0011821415139497248 0.00069305282918056209 0.013578386763665851 -0.0019199023228169271 0.0013223847049777791 0.025520695413456484 0.017091567555266151 0.00066919774053338728 0.0048308845906051487 0.0022739722814241925 0.023942143138520111 0.014891632157817204 0.017393161508860246 0.00020383383364178971 0.0015981176193590207 0.018777601375990497 leaf_weight=25618 46464 11442 280 274 310 250 160 200 176 508 272 222 222 172 756 2432 288 598 176 188 4340 198 196 146 13942 7254 232 2594 214 400 5958 54772 150 608 294 146 242 472 372 2556 168 158 262 622 226 210 leaf_count=9841 18538 4195 92 85 83 83 40 58 52 148 84 69 57 42 276 938 130 211 48 52 1530 69 70 51 5443 2581 74 909 63 124 2331 20316 51 218 113 41 77 166 122 882 44 47 75 207 75 57 internal_value=0.000441874 0.000763559 0.000507659 0.00297111 0.00487427 0.00389602 0.0148299 0.00283798 -0.00223158 0.00497917 0.00375204 0.00216329 0.0118159 0.00628506 0.00112523 -0.000517122 -0.0051156 -0.00757392 0.00417394 0.00202308 0.0033527 0.0131705 -0.000526724 0.00835854 0.000337864 0.00052357 0.000843423 0.00292393 0.00462626 0.0115611 0.000805796 0.000986032 0.00102302 0.00229315 0.00245159 0.00939149 0.000866988 0.00625144 0.00216013 0.00431043 0.0108099 0.00301374 0.00353569 0.00683288 0.00420381 0.00989667 internal_weight=187740 140934 119152 7682 4970 4660 410 4250 1262 2988 2714 21782 666 444 2048 2712 1086 886 1292 21560 9254 386 46806 342 111470 97528 71910 8868 4528 614 71678 65720 12306 1116 10948 440 12156 714 10508 3254 540 2714 3914 1320 1058 436 internal_count=70858 52199 44480 2645 1615 1532 123 1409 451 958 873 7719 183 126 690 1030 399 341 414 7650 3161 121 18659 121 41835 36392 26551 3040 1510 187 26477 24146 4489 366 3830 154 4438 243 3676 1095 166 929 1323 414 339 132 is_linear=0 shrinkage=0.04 Tree=90 num_leaves=47 num_cat=0 split_feature=69 27 0 27 72 253 57 109 270 57 220 274 273 216 253 65 215 70 47 141 187 38 132 261 282 242 166 166 70 128 239 57 265 305 109 128 312 176 186 293 44 280 315 70 35 202 split_gain=28.7175 33.2432 34.6908 23.1048 36.6065 55.6925 57.2399 24.7586 29.584 22.4154 22.2066 54.7349 21.2913 18.9566 18.4207 21.6303 18.31 21.2606 24.7802 32.0663 28.0339 24.8982 18.0037 27.9535 22.7217 32.0116 17.7408 16.1792 16.9876 20.9312 16.1412 15.0592 18.5205 20.0675 18.9671 14.9201 14.7019 15.4495 14.6602 17.9345 18.0946 14.6599 28.6745 14.0941 20.1932 14.0799 threshold=2.5940515995025639 0.1560185179114342 22.500000000000004 14.735896587371828 0.26040761172771459 -0.014145506080240009 3.1567740440368657 0.01315219607204199 0.004016522318124772 5.625819444656373 -0.033645121380686753 -0.0065162719693034879 0.066867310553789153 0.0900404527783394 -0.047118777409195893 5.1445789337158212 -0.019450081512331959 1.7005987167358401 6.9002268314361581 0.063556846231222167 0.016403372399508957 0.52380716800689708 0.10128001868724824 0.017968024127185348 -0.040356876328587525 0.0084288553334772604 -0.0069235775154083959 0.0073151043616235265 0.89587974548339855 -0.029468972235918042 -0.0026387331308796998 4.4005842208862314 0.0098904045298695582 0.0056292244698852309 0.04744165018200875 0.0022042505443096165 -0.0093403407372534258 -0.053832840174436562 0.026057893410325054 0.017739805392920974 0.18905076384544375 0.0026735024293884639 0.010739431250840427 2.2499048709869389 0.3556829988956452 -0.028089993633329865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 43 -3 9 12 6 -6 8 -7 16 11 -11 14 22 15 -5 -4 -18 21 41 -21 45 24 30 25 -12 -13 28 38 -30 -24 -16 33 -33 -34 -28 -29 -38 39 40 -26 -20 -43 -1 -45 -19 right_child=-2 2 3 4 5 7 -8 -9 -10 10 13 26 -14 -15 31 -17 17 18 19 20 -22 -23 23 -25 27 -27 35 36 29 -31 -32 32 34 -35 -36 -37 37 -39 -40 -41 -42 42 -44 44 -46 -47 leaf_value=-0.00032580569962870054 -0.00101939836723838 -0.0017904755371525303 -0.00064658573004680467 0.0026844127885248493 0.0056338610840802215 -0.0012037868327021007 0.035280834096589241 -0.0059949978345026399 0.021046554841650803 0.025957576082403965 0.00078971631274434744 -0.0077924897240776595 0.016818727839377618 0.016133478656891853 0.00091955097127728797 0.023464265396197639 0.00073355610963992204 0.0044011269922264061 0.0012788813296799333 0.0079512118073325078 0.031219963393091753 0.018304252703706701 0.010760051624447691 0.022854420029874541 0.014720791649250758 0.025233629515907109 0.014307786131129019 -0.0066802602804148315 0.018206029181175819 0.0029333674304812918 -0.0034481011099156702 -0.0032606775959305961 0.0052335716037503997 0.010144726091490168 0.022097711362799661 -0.0026343125474714013 0.0074888016479367483 -0.0016564535499497095 -0.0040175860388857662 0.012542819592557597 -3.4964630205370612e-06 0.0034841311248653252 0.023046492728151683 0.0019263980957867272 0.016853678963468437 0.00043726804592876832 leaf_weight=54946 20758 6876 12714 198 198 200 220 294 182 226 202 178 154 154 8060 134 63040 1928 912 192 146 142 254 158 146 148 212 688 226 392 256 462 258 290 182 136 368 1484 652 266 1458 392 172 956 170 5586 leaf_count=21197 8391 2774 4845 65 67 78 62 111 47 63 73 73 53 47 2940 39 23214 676 306 62 41 51 77 41 43 42 56 274 57 130 90 167 81 87 43 48 112 528 252 79 501 128 44 330 55 2101 internal_value=0.000383521 0.000558318 0.00096074 0.00114325 0.00289138 0.00982579 0.0212845 0.0027194 0.00942443 0.000939234 0.00302001 0.00954073 0.00211142 0.00230308 0.00187336 0.0111167 0.000753546 0.000999052 0.00276614 0.00696851 0.0180647 0.00176966 0.00198274 0.00820853 0.0012918 0.0111684 0.00245124 0.000681345 0.00260105 0.0085389 0.00363533 0.00154051 0.00573495 0.00191557 0.0122435 0.00769816 -0.00169192 0.000163807 0.0011432 0.00294377 0.00134508 0.00441701 0.00948019 -0.000234988 0.00419303 0.0014548 internal_weight=187366 166608 110536 103660 10832 1094 418 676 382 92828 7604 752 9738 6852 9584 332 85224 72510 9470 1814 338 7656 6698 668 6030 350 526 5680 3140 618 510 9252 1192 752 440 348 2540 1852 2522 1870 1604 1476 564 56072 1126 7514 internal_count=70641 62250 40668 37894 3840 365 129 236 125 34054 2586 240 3475 2346 3422 104 31468 26623 3409 581 103 2828 2299 208 2091 115 177 1976 1062 187 167 3318 378 254 124 104 914 640 875 623 544 478 172 21582 385 2777 is_linear=0 shrinkage=0.04 Tree=91 num_leaves=47 num_cat=0 split_feature=122 69 103 58 290 56 135 14 28 201 58 145 56 150 137 155 51 280 206 300 248 256 2 199 54 301 298 306 128 165 43 118 122 320 300 116 243 288 58 211 110 70 176 289 18 69 split_gain=29.3053 27.8466 30.1731 36.0398 42.8591 23.3555 38.8541 21.5678 35.3003 30.1353 38.1479 32.1753 41.6842 61.3533 38.1881 32.2059 20.5253 20.4249 19.7934 22.6726 29.4528 19.6017 17.5293 24.5232 17.0896 16.3404 28.5986 14.766 21.7414 20.9774 14.5428 20.8955 14.4007 14.0149 13.8528 13.2784 23.9401 56.2707 12.15 11.5859 21.8338 11.426 16.743 33.5496 17.8708 12.7374 threshold=-0.013243624474853275 2.421379923820496 0.10235255211591722 4.5858724117279062 0.014452178962528707 4.6298508644104013 0.064235448837280287 1.0000000180025095e-35 0.57254984974861156 -0.023245022632181641 2.9102747440338139 0.001281353645026684 3.5408543348312382 -0.050859123468399041 0.04910943657159806 0.115717351436615 2.5249279737472539 0.005009537562727929 -0.017594382166862484 0.00083803088637068879 -0.0022583380341529842 -0.020057127811014649 1.0000000180025095e-35 0.10350583866238595 0.024422493763267997 0.0021619821200147275 -0.0017794094746932385 -0.021329806186258789 -0.125469796359539 0.072324242442846312 1417.5000000000002 0.042217472568154342 0.1333635896444321 -0.0060203729663044206 0.090438950806856169 0.16523540019989016 -0.020784536376595494 0.009198116138577463 2.4440562725067143 0.0074542474467307338 0.10463401675224306 1.8688347935676577 -0.057575214654207223 -0.015457477420568464 5.5000000000000009 1.0335304141044619 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=41 2 7 5 18 27 25 8 -2 10 17 12 15 -14 24 22 21 -10 -5 20 -20 38 39 33 -15 -7 -27 28 -4 -30 31 -18 -23 -24 35 -9 37 -37 -13 -11 -41 -1 43 -43 -45 -44 right_child=1 -3 3 4 -6 6 -8 34 9 11 -12 16 13 14 -16 -17 30 -19 19 -21 -22 32 23 -25 -26 26 -28 -29 29 -31 -32 -33 -34 -35 -36 36 -38 -39 -40 40 -42 42 45 44 -46 -47 leaf_value=-0.00041101675309331405 -0.00097258012423391234 -0.0008687137940324868 0.018073697976555142 -0.0021545181227870056 0.021931346181919956 -0.00041279557385206687 0.025216805198665201 8.4402456561005198e-05 0.00092776590385957247 -0.00078548976661140272 0.022094177856886676 -0.0036274774029936355 0.029353853181064371 -0.0071623198422158911 0.022329468603725037 0.018089248405572047 0.002931018970210393 0.018426987926165265 0.024384107153098133 0.00042961052437903182 0.0056431607935372571 -0.0013863282509991815 0.011843231992707367 0.017818378468101123 0.0075564766291810097 0.021881013273387342 0.00026195012514243287 0.0011000269492526726 0.001836418164116629 0.013354766142042831 0.0010429293417412164 0.01833676550388336 0.0074941723088719952 0.00028961015607093009 0.0099475503602520898 -0.00031257790284817689 0.0013192051177398157 0.029979590619378018 -0.015444269125937394 0.0012136986363703842 0.015563029594821474 0.017076314292674841 0.0036561068328433352 -0.00081723040869388717 0.014244533063757499 -0.00046557725899551867 leaf_weight=71908 4762 14496 174 420 292 510 168 53302 510 2232 288 348 248 240 172 216 378 134 228 354 326 2284 230 244 264 184 208 15920 1856 292 1176 224 334 616 234 242 1990 164 232 754 218 300 1524 762 150 5622 leaf_count=27710 1851 5786 47 154 74 175 48 20101 181 816 76 136 62 88 52 66 123 35 62 123 107 812 67 66 72 52 70 5744 642 82 436 60 97 198 73 93 723 44 94 257 65 98 530 293 49 2183 internal_value=0.000329963 0.000761877 0.00101613 0.00235292 0.00808181 0.00187195 0.00761292 0.000627667 0.00191751 0.0031309 0.0100182 0.00251339 0.00464111 0.0123767 0.00611425 0.00305387 0.000189359 0.00459183 0.00502237 0.0083408 0.0133861 -0.00172608 0.00229351 0.00667276 0.000547222 0.00430985 0.0104395 0.00153481 0.00451402 0.00340771 0.00363359 0.00868429 -0.00025094 0.00344094 0.000256267 0.000215374 0.00312775 0.0119673 -0.00837264 0.000802074 0.00444465 -0.000248307 0.00115145 0.00549658 0.00167292 0.000413827 internal_weight=187730 107464 92968 20932 1620 19312 1070 72036 16104 11342 932 10410 5434 924 676 4510 4976 644 1328 908 554 3198 4294 1090 504 902 392 18242 2322 2148 1778 602 2618 846 55932 55698 2396 406 580 3204 972 80266 8358 1212 912 7146 internal_count=70773 39910 34124 7380 520 6860 345 26744 5710 3859 292 3567 1809 274 212 1535 1758 216 446 292 169 1139 1469 331 160 297 122 6515 771 724 619 183 909 265 21034 20961 860 137 230 1138 322 30863 3153 440 342 2713 is_linear=0 shrinkage=0.04 Tree=92 num_leaves=47 num_cat=0 split_feature=78 211 312 58 191 69 70 26 197 168 168 295 161 0 58 206 286 204 182 200 136 73 90 144 253 55 302 222 176 231 99 58 187 322 191 27 18 280 245 38 136 219 209 148 8 116 split_gain=27.5376 51.4812 52.4626 72.089 29.2692 23.888 25.6173 18.5732 18.6861 15.6913 19.8259 16.8747 15.1756 14.622 14.3462 29.0042 24.4705 19.1902 19.5095 14.5951 23.1978 14.2915 13.4511 48.6645 12.2353 15.2942 17.2733 14.5145 13.2588 18.0889 22.0081 29.0064 33.8936 14.6183 22.4463 14.1072 17.7908 21.8843 12.1919 12.3154 11.2841 17.0876 11.1497 11.0355 13.2548 21.1645 threshold=2.1383330821990971 0.0028747540200129156 -0.00099923840025439837 2.4047440290451054 -0.031271519139409058 2.520794272422791 0.89587974548339855 4.5000000000000009 0.12822017818689349 -0.012863056734204291 0.015710949897766117 0.0008465018472634257 -0.14771249145269391 119.50000000000001 3.7787967920303349 0.035567691549658782 0.0032818414038047199 0.010736572556197645 -0.045164208859205239 0.075894542038440718 0.0880863592028618 5.9597148895263681 1.0000000180025095e-35 -0.083981152623891817 0.028351267799735073 9.1025881767272967 0.00041103021067101514 -0.059757588431239121 -0.022088723257184025 0.00071341430884785961 5.0657496452331552 0.31038993597030645 -0.0035998844541609283 -0.011373416520655153 0.052736209705471999 7.9112672805786142 4.5000000000000009 -0.0016394507256336508 -0.060444749891757958 0.52380716800689708 0.14751387387514117 -0.0052104557398706666 -0.015273454599082468 -0.040578899905085557 1.0000000180025095e-35 -0.19010284543037412 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 9 3 -3 -4 6 7 8 12 -2 11 -11 -1 22 19 17 -17 18 -16 38 -21 24 -8 -24 25 27 -27 -14 -29 -30 33 -32 -33 34 -31 -35 -37 -38 -15 -40 -7 -42 -25 44 45 -9 right_child=1 2 4 -5 -6 40 13 43 -10 10 -12 -13 21 14 15 16 -18 -19 -20 20 -22 -23 23 42 -26 26 -28 28 29 30 31 32 -34 35 -36 36 37 -39 39 -41 41 -43 -44 -45 -46 -47 leaf_value=0.012699395793577584 -0.0059915852308741416 0.0027175218627016064 0.01445323931141217 0.030177960354907839 -0.0026338460423341653 -0.0010681230739706549 0.00039290537958009948 0.016180396528745242 0.013422223472995544 0.0013416283740769334 -0.0021555806792796003 0.017536370603528421 0.012882918761457716 0.010489703784406928 0.015329662410209501 0.0066410007147709909 0.027339661499839619 -0.0048346600757553796 0.0029150043686399351 0.0036029726978558212 0.021924641603025898 -0.0067354958195511884 0.023199782597827401 0.010685398206471257 -0.0011869526989338236 0.015184314385111482 -0.0015825081309003214 -0.00025174504984727344 0.00057615547177341533 0.0039086327696195343 0.0031191670802320605 0.02750515187281188 0.0052249616624950772 -0.0013391955987277584 0.019137601999630018 0.0012358381413436462 0.0015764532718201016 0.019413419885864473 0.0012250562783827942 0.012965073093771935 0.014170558980008977 -0.0013920929847671738 0.00095441740543603429 -0.00025621797923659886 0.00010515808437751487 0.0017108449670566025 leaf_weight=180 572 268 232 356 514 22024 17826 164 200 216 644 196 174 240 262 210 162 358 884 468 144 368 186 208 2922 270 154 5766 5802 862 560 228 210 1662 188 1088 214 226 10262 144 196 264 1914 79558 20244 8234 leaf_count=60 220 86 60 92 189 8878 6693 54 70 70 228 58 61 82 79 67 41 141 282 160 36 144 55 64 1119 75 53 2157 2123 295 206 58 75 657 50 386 71 67 3721 44 66 104 679 30431 7604 2975 internal_value=0.000345103 0.00414738 0.00985829 0.0184073 0.00269233 0.000283473 0.000452513 0.000197765 0.00128413 -0.00066159 0.00222843 0.00906973 0.0011672 0.00144238 0.00248063 0.00571841 0.0157041 0.00323976 0.00576415 0.00194063 0.00794269 0.00106628 0.000765018 0.00363764 0.00120785 0.00160997 0.00910508 0.00142228 0.00130287 0.00211476 0.00381861 0.00916016 0.0168591 0.00255946 0.00665096 0.00121107 0.00398405 0.0107614 0.00159488 0.00138875 -0.000938524 0.0052553 0.00191284 -1.38349e-05 0.000659411 0.00199531 internal_weight=188024 2998 1370 624 746 185026 162542 129274 21074 1628 1056 412 20874 33268 13134 1876 372 1504 1146 11258 612 20694 20134 2308 20326 17404 424 16980 16806 11040 5238 998 438 4240 1050 3190 1528 440 10646 10406 22484 460 2122 108200 28642 8398 internal_count=70986 1003 427 178 249 69983 60935 48791 7727 576 356 128 7657 12144 4653 610 108 502 361 4043 196 7597 7491 798 7453 6334 128 6206 6145 3988 1865 339 133 1526 345 1181 524 138 3847 3765 9048 170 743 41064 10633 3029 is_linear=0 shrinkage=0.04 Tree=93 num_leaves=47 num_cat=0 split_feature=98 288 235 117 147 98 24 313 173 69 152 199 149 259 313 185 240 178 21 128 171 161 118 258 40 311 291 118 118 220 40 199 46 314 240 271 324 315 99 198 98 178 191 141 245 265 split_gain=43.5914 25.9852 23.8635 27.1624 24.0064 22.6083 34.3356 37.4973 25.989 24.9467 25.8779 27.1751 21.6712 21.4423 32.387 37.4933 36.8836 24.2803 23.0252 22.3169 28.8619 22.539 21.3582 24.3983 32.0263 22.7296 22.68 22.2802 19.2586 18.7982 18.26 19.2458 16.7633 16.0967 22.6682 26.6266 20.0094 19.4999 16.9239 25.8457 16.6511 15.5116 15.2742 15.0535 26.6286 14.4916 threshold=0.61589598655700695 -0.0068260221742093554 0.013365575112402441 0.075323853641748442 -0.018910242244601246 0.17596124112606051 165.50000000000003 0.015693316236138347 -0.0060201454907655707 2.2615171670913701 0.020423226989805702 0.24842874705791476 -0.00061090197414159764 0.018546174280345443 0.040074916556477554 0.06928569078445436 7.2193019150290652e-05 0.063867218792438521 0.37940952181816107 -0.12252442538738249 -0.018219748511910435 0.12570999562740329 0.049951296299695976 0.0071535720489919194 0.22182819992303851 -0.0049817562103271476 -0.0008862926042638718 -0.049341283738613122 -0.017462176270782944 -0.033645121380686753 0.056501198559999473 0.094121687114238753 0.89848554134368908 0.0027016890235245232 -0.015830171294510361 -0.022182318381965157 0.001882791693788022 0.01423089485615492 4.9015574455261239 0.30821250379085546 0.54195025563240062 -0.10711277648806571 0.050237363204360015 -0.12419267743825911 -0.0066610565409064284 -0.029971076175570485 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 -1 9 8 -8 10 11 33 -6 19 15 17 -17 29 -19 20 -12 32 23 25 -25 -3 27 -27 -22 -15 31 -11 42 43 35 -35 -37 -38 39 45 41 -40 -21 44 -7 -36 right_child=1 22 -4 -5 12 6 7 -9 -10 30 13 -13 -14 14 -16 16 -18 18 -20 21 28 -23 -24 24 -26 26 -28 -29 -30 -31 -32 -33 -34 34 38 36 37 -39 40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-2.9595108686597408e-05 0.0060142312323460817 -0.0098676696073436484 -0.00045221910755426737 -0.0031069142390398462 0.027419781101962269 0.016661192290999924 -0.007066968296989432 0.02442841673019662 0.011692018129537048 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1438 12712 254 3806 leaf_count=54445 86 99 94 56 67 60 79 50 79 62 78 48 72 80 45 55 54 55 46 3096 54 74 138 77 72 75 110 72 105 727 1781 44 72 63 175 277 148 45 33 38 98 996 541 4674 91 1291 internal_value=0.000295387 0.0048374 0.0092077 0.012213 0.0150383 0.000213534 0.00102087 0.00990417 0.00386443 0.000875859 0.00122344 0.000370851 0.0200794 0.00252757 0.00545891 0.00454444 0.0167489 0.00289972 0.0125685 0.00173232 0.0083442 0.00126586 0.00197153 0.00396698 0.010812 0.000461313 0.00372718 0.00911398 0.00205999 0.00137537 -0.00186021 0.00767432 0.000999692 0.000243003 0.00153209 0.00577518 0.00374406 0.00903092 0.000597711 0.00218685 -0.00167423 -0.000834532 0.000765251 -0.000651639 0.0063706 0.00159851 internal_weight=187606 3320 1314 1002 846 184286 42652 684 484 41968 37238 22518 542 14720 3140 2990 354 2636 358 11580 762 10818 2006 1626 550 1076 818 494 462 2278 4730 300 10594 22330 9148 1650 1424 634 7498 4412 3086 2854 10370 13182 470 4256 internal_count=70677 1018 375 281 225 69659 15214 208 158 15006 13119 8037 139 5082 1062 1017 109 908 101 4020 237 3783 643 505 149 356 257 147 159 807 1887 106 3709 7989 3164 533 470 193 2631 1504 1127 1029 3637 4825 151 1466 is_linear=0 shrinkage=0.04 Tree=94 num_leaves=47 num_cat=0 split_feature=66 1 69 28 14 17 307 142 148 285 55 145 251 27 217 207 130 226 148 272 199 138 74 5 180 313 44 132 301 27 55 28 112 36 240 27 253 278 162 308 122 182 267 177 54 281 split_gain=24.8834 30.5316 29.648 32.3098 26.743 42.1569 54.7161 61.2858 29.2222 26.628 25.8719 25.418 39.5207 27.1168 55.3524 20.0618 24.291 23.8226 28.072 19.9998 19.398 22.314 18.1208 17.8339 15.0077 21.8058 24.5144 17.5896 20.1604 14.9781 14.041 13.9531 14.4615 25.1354 63.5081 12.7408 21.2882 14.0758 25.3032 18.5257 12.9647 12.6068 12.7301 26.1208 12.4326 16.6011 threshold=1.0000000180025095e-35 3.5408543348312382 2.8741451501846318 0.82109540700912487 1.0000000180025095e-35 3.5000000000000004 0.014415085781365635 0.028624476864933971 -0.043875368312001221 0.054595764726400382 9.8651108741760272 0.010521115735173227 -0.023783965036272999 13.987025737762453 -0.0044627385213971129 -0.0027078243438154455 0.095553323626518263 -0.013539391104131935 0.0056405141949653634 -0.031947569921612733 0.22887821495532992 0.0012396890670061114 1.0000000180025095e-35 1.0000000180025095e-35 -0.012044844217598437 -0.011720995418727396 0.31107519567012792 -0.04731760919094085 0.0071833457332104453 0.83987268805503856 7.0787630081176767 0.82371440529823314 0.15757935494184497 0.34648251533508306 -0.001162963220849633 12.120584487915041 -0.047118777409195893 0.014002217911183836 -0.060689289122819894 0.011887713335454466 0.042956251651048667 0.022118069231510166 -0.06566447019577025 1.0000000180025095e-35 0.16284105181694034 0.0010261151473969223 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 20 5 6 8 -8 -5 11 23 12 -7 15 -15 16 17 18 -14 -13 22 -22 44 31 25 -21 27 -27 -29 -12 -24 -6 35 -34 -35 41 -37 40 -39 -40 -38 42 43 -33 -3 -46 right_child=-2 2 -4 4 10 9 7 -9 -10 -11 29 19 13 14 -16 -17 -18 -19 -20 24 21 -23 30 -25 -26 26 -28 28 -30 -31 -32 32 33 34 -36 36 37 38 39 -41 -42 -43 -44 -45 45 -47 leaf_value=-0.00078478113802898583 -0.00036314611216775442 -5.8065669509371668e-06 -0.0012867585424068335 0.01639095156450476 0.011426499587480533 0.022957124683190378 0.007778681801713031 0.040119035948886175 0.0023394384164030714 0.016464604088937601 0.0026823914138709797 0.011144271209134382 0.022920903500767881 0.025343439371650477 -0.0013495344150227955 -0.00058907879923031348 0.018324787774637565 0.00086313468241502368 -6.1656386147137561e-05 -0.0082338892665123464 0.015759725216272717 -0.0038589006621262125 -0.0019563803104414739 -0.0006324285692609436 -0.0033903616800009168 -0.0069988038610681261 0.018954359420165896 0.00081344010413179815 0.014853896577222985 0.015884622624051135 -0.01161266187234934 0.0014463993552583882 0.0024603425632671191 0.02882108399635749 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0.00984735 -0.0051651 0.00144264 0.00139822 0.00414563 0.012412 0.00123025 0.00304807 0.00258216 0.00645481 0.00373666 0.00147923 0.000992948 0.00148517 0.00861525 9.44672e-05 0.00686989 internal_weight=187362 129086 108626 99534 68768 10212 1766 378 1388 8446 58556 8240 4462 4294 496 3798 1740 1540 344 3778 30766 402 30364 58002 3556 1474 1198 1042 782 554 1086 50372 50150 2888 488 47262 5456 5274 1168 964 4106 41806 27830 394 29278 426 internal_count=70663 48149 40163 36459 24852 3452 559 107 452 2893 21400 2832 1509 1457 166 1291 566 508 106 1323 11607 111 11496 21251 1256 487 379 337 241 149 437 18272 18195 978 158 17217 1892 1839 388 326 1451 15325 10105 137 11059 129 is_linear=0 shrinkage=0.04 Tree=95 num_leaves=47 num_cat=0 split_feature=98 201 154 238 244 122 98 198 93 110 77 183 103 138 160 49 300 233 307 132 24 269 31 273 126 26 31 103 183 273 120 173 39 168 196 112 73 57 119 72 164 73 111 240 50 191 split_gain=44.0076 27.7305 27.3706 26.8149 42.2647 24.42 24.3007 30.2077 47.1234 36.688 48.7227 46.8202 24.6488 23.0101 22.7816 22.4515 22.0014 29.258 19.8602 21.8227 19.1231 18.7773 18.5721 18.3811 17.8154 17.3386 27.9422 24.5912 20.9262 16.4618 15.4714 26.9613 13.5622 13.307 24.6898 29.1022 13.2366 19.1099 13.2089 13.5816 37.4332 13.6676 12.8112 12.3624 19.9773 17.7646 threshold=0.61589598655700695 -0.0078393812291324121 0.027081382460892204 -0.010871623177081345 -0.013842599000781773 0.0069621391594409951 0.12129614874720575 0.029661246575415138 1.0000000180025095e-35 0.039638407528400428 1.1667032837867739 0.013217547908425333 -0.033532284200191491 -0.012201131321489809 -0.027642022818326947 3.7256208658218388 0.054495986551046378 0.0099281254224479216 0.005065824370831252 0.0041252444498240956 171.50000000000003 0.023229948244988922 0.25072656571865087 -0.0039015021175146099 0.12744160741567614 9.5000000000000018 0.15398839116096499 0.021500229835510257 0.022095149382948879 0.0014493869384750726 -0.15598115324974057 0.045939024537801749 1.0401634573936465 0.056838329881429679 0.022368824109435085 -0.087035052478313432 5.5548937320709237 5.5274410247802743 -0.21089860051870343 0.48171149194240576 0.0057428255677223214 5.7021131515502939 0.24751122295856479 0.0036984991747885947 4.0075047016143808 -0.087416436523199068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 13 4 -2 36 -7 12 9 21 25 -12 33 29 23 -6 20 -18 19 -16 30 24 -4 -5 -9 26 -11 -28 -27 -3 31 -14 38 42 -35 -36 -1 -38 -32 41 -41 43 -8 44 45 -40 right_child=1 2 22 14 15 6 7 8 -10 10 11 -13 16 -15 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31 32 -33 -34 34 35 -37 37 -39 39 40 -42 -43 -44 -45 -46 -47 leaf_value=-0.00020623245814434447 0.025806266599000538 -0.0057478239111026421 -0.00076023235709168197 0.017598368997956599 -0.0044148239433606041 1.6279041600244917e-05 -0.0017934778698668228 0.0014151715192826217 -0.0023082316817457861 0.00033042578861631192 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leaf_count=35975 69 77 71 73 67 18319 3001 1038 630 88 66 43 172 163 106 39 68 39 71 88 45 61 58 88 42 231 89 68 98 50 59 44 223 393 58 166 1467 131 189 97 72 109 79 2845 328 3432 internal_value=0.000212042 0.00478965 -2.98077e-05 0.00757854 0.0144705 0.000129884 0.00061945 0.00136535 0.00369272 0.00542567 0.00943416 0.0222512 0.000827853 -0.00465728 0.00459676 0.00499843 0.00158222 0.0118792 0.000408894 0.00365636 0.00142391 0.00282109 0.00777848 0.0105549 0.00208168 0.00668299 0.0111019 0.0162972 0.00323857 0.00205082 0.00131849 0.00732298 0.0011232 -0.000837521 0.00238995 0.00845364 -0.000304041 -0.00252485 0.00129453 0.00118986 0.00733582 0.00101033 -0.00151145 0.00113835 0.00199663 0.00145901 internal_weight=187222 3300 1210 2090 630 183922 86420 38638 7248 5624 2214 390 31390 760 1460 344 21604 326 858 668 21278 3410 450 602 3212 1824 798 538 1026 394 21116 664 20452 9786 1690 656 97502 4112 19902 19700 558 19142 8096 18872 11082 10074 internal_count=70785 1020 419 601 175 69765 32192 13873 2454 1824 683 109 11419 290 426 106 7722 107 265 194 7615 1141 129 161 1080 574 245 157 329 127 7570 216 7354 3697 617 224 37573 1598 7131 7072 169 6903 3080 6794 3949 3621 is_linear=0 shrinkage=0.04 Tree=96 num_leaves=47 num_cat=0 split_feature=98 3 122 118 124 191 47 240 264 142 192 146 112 173 225 162 23 285 122 322 47 54 297 170 157 306 168 156 293 271 28 98 66 69 142 278 115 145 129 180 143 54 200 99 306 43 split_gain=34.4512 41.4802 35.5381 38.2515 37.8958 28.2445 36.8297 49.7779 32.468 31.4859 27.9135 26.1136 24.8829 25.8205 24.4127 24.0345 24.4577 23.2643 19.145 35.4713 32.2491 18.9842 18.7605 18.3881 18.0038 17.8437 17.7012 19.3638 16.4599 16.1053 15.1672 19.3456 15.327 19.6384 19.9781 18.1651 22.0341 22.9789 35.8982 19.3294 19.6057 36.9427 16.2106 14.7406 21.672 14.1219 threshold=0.35837094485759741 1.0000000180025095e-35 0.081472638994455351 0.057407474145293243 0.030940937809646133 -0.085268691182136522 6.7528541088104257 -0.013014960102736948 -9.6365904028061764e-05 0.021243798546493057 -0.021497724577784535 -0.04700959846377372 0.034339023754000671 -0.0076914541423320762 -0.0017063871491700409 -0.006490810774266719 1.0000000180025095e-35 0.018434134311974052 0.17594251036643985 0.020429208874702457 6.223567247390748 0.013074116781353952 0.0021005803719162945 0.024514358490705494 0.019952048547565941 -0.04529272019863128 -0.013944482430815695 -0.00061607174575328816 0.0076594136189669379 0.0036636587465181951 0.79319977760314953 0.32366587221622473 1.0000000180025095e-35 1.5655440688133242 0.16756150126457217 0.0075142993591725835 0.04925599321722985 -0.0984068028628826 0.051077023148536689 0.12026441097259523 0.13209278881549838 0.023260007612407211 0.18491804599761966 3.9415346384048466 0.0015976442955434325 193.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 5 29 -2 7 -7 9 -9 25 12 28 -14 22 -16 -17 43 30 -20 -21 -19 -8 24 -5 -3 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0.00229602 0.00568112 6.25452e-05 -0.000610398 0.000275183 0.000587262 -0.000290045 0.00100742 0.00204977 0.00295614 0.00899429 0.0024807 0.00226146 0.0117121 0.00197675 -0.000340204 0.00744416 -0.0016965 internal_weight=187140 13818 3888 3172 716 2544 2380 1064 838 408 9930 6824 1630 716 1316 824 518 5194 173322 3732 550 884 492 628 470 3106 670 438 914 406 169590 40720 128870 85242 27604 57638 18270 12814 934 11880 11666 340 11326 4310 356 430 internal_count=70578 4655 1174 980 194 766 722 314 257 110 3481 2330 521 206 408 240 139 1809 65923 1310 179 276 168 214 151 1151 199 125 315 119 64613 15774 48839 31903 10938 20965 6509 4489 307 4182 4111 116 3995 1533 112 147 is_linear=0 shrinkage=0.04 Tree=97 num_leaves=47 num_cat=0 split_feature=98 146 78 28 130 280 102 100 125 213 103 28 98 157 152 166 103 98 219 105 106 231 73 241 27 198 147 78 215 209 172 119 121 275 233 214 43 50 169 98 78 77 69 204 318 126 split_gain=44.369 31.9973 39.2987 25.4811 28.2887 37.4826 23.6424 46.469 21.5922 22.918 24.7689 29.6562 31.4653 21.5568 21.3844 20.4778 19.0836 20.3191 37.5493 39.5843 29.6604 27.7234 25.0004 18.9825 18.2149 28.4546 33.8543 23.6285 17.8801 17.2057 18.8989 18.6422 16.3135 22.7319 16.1589 16.1404 15.373 14.5353 24.0173 14.0739 13.926 13.7634 14.5776 14.7875 19.7891 13.5699 threshold=0.36848169565200811 0.0013052336871623995 1.4978661537170412 0.91437971591949474 -0.07566742971539496 0.0064810274634510287 -0.2557698637247085 0.091470099985599532 0.062303882092237479 0.023544783703982834 -0.0013075098395347593 0.96884703636169445 0.49610736966133123 -0.033372037112712853 1.0000000180025095e-35 -0.020991802215576168 0.06531571596860887 0.1733457297086716 -0.039024960249662392 0.027719233185052875 0.17808406054973605 0.013287659268826248 4.49422311782837 -0.00060583223239518691 7.2998900413513192 0.10848266631364824 0.055006960406899459 2.1383330821990971 -0.023705154657363888 0.00047229981282725936 0.10334694012999536 -0.15081157535314557 -0.078897409141063676 0.0072479534428566703 -0.032269107177853577 0.009227202273905279 2999.5000000000005 4.5798680782318124 0.018752840347588066 0.26206894218921667 0.89587974548339855 1.5012646913528445 1.1381890177726748 -0.0069636008702218524 -0.0002605763438623398 0.099879808723926558 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 6 5 -5 7 -2 9 10 23 12 -12 -9 -4 -14 -1 -18 19 -19 29 22 -22 -6 27 26 -26 32 -8 30 31 39 33 35 -34 -3 45 -33 -39 -20 -36 42 43 44 -30 -31 right_child=1 24 14 4 8 -7 28 13 -10 -11 11 -13 15 -15 -16 -17 17 18 20 -21 21 -23 -24 -25 25 -27 -28 -29 41 36 -32 37 34 -35 40 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.00017046376539313254 0.023939946593351698 -0.0042906016603380297 0.023439007691308564 0.00684985104031455 -0.0073506345132891638 0.031809945253595234 0.0088153264699922726 0.01093836756696142 -0.0036345711863493618 -0.0031352813832295208 0.028870113099945915 -0.0021287970846159414 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110 52 63 57 184 62 91 17342 71 55 38 203 41 40 101 228 52 69 55 76 1637 47 1711 142 85 1336 68 46 81 39 47 51 88 181 405 89 178 internal_value=0.000291798 0.00251514 0.00445829 0.00361466 0.00665204 0.0162797 0.00146686 0.00653974 0.00483304 0.00670411 0.00879035 0.0129116 0.0164028 0.00246314 0.0155511 0.0108595 0.000122145 0.000718891 0.00218434 0.0153076 0.00180218 0.00891117 0.00567837 0.00225739 0.000540479 0.0050854 0.00201877 -0.000428236 -0.000568669 0.00122889 0.00274053 0.00234915 9.6997e-06 0.00482454 -0.00101083 0.000555531 -0.000460558 0.00173151 0.009251 0.0110861 -0.000296387 -0.00173386 -0.000707356 0.00100013 0.00659891 -0.000836747 internal_weight=188206 13342 6724 6250 2588 410 3662 1048 2178 1784 1472 902 732 850 474 508 174864 57532 11984 338 11646 868 722 570 6618 1162 938 5456 2614 10778 5688 5530 5310 928 4382 634 5090 5166 380 364 4034 2326 2094 1660 518 4946 internal_count=70951 4403 2174 2051 810 115 1241 314 695 552 442 263 200 267 123 148 66548 21576 4234 109 4125 284 243 179 2229 349 297 1880 927 3841 1980 1933 1825 296 1529 211 1861 1831 120 102 1387 839 751 570 165 1815 is_linear=0 shrinkage=0.04 Tree=98 num_leaves=47 num_cat=0 split_feature=122 103 47 135 26 204 48 81 17 27 202 0 116 241 139 325 39 198 231 186 102 286 216 106 220 114 142 169 203 73 109 47 193 56 111 25 264 127 191 47 29 149 131 73 100 182 split_gain=30.1822 24.3284 31.1083 31.7393 21.6739 20.2332 25.6521 41.852 18.19 15.817 20.9982 15.7593 15.8683 23.1541 14.8026 31.4896 14.215 28.8114 37.8666 18.5083 15.2866 16.9693 13.2108 13.2919 13.0417 20.4441 22.4044 37.507 47.4372 17.2059 12.6524 12.0836 11.6492 11.6416 12.7247 11.545 11.3257 10.982 17.4735 10.8453 10.9449 15.985 14.2185 12.8351 10.7196 13.5099 threshold=0.088762089610099806 0.11068650335073472 6.8819243907928476 0.096146143972873702 3.5000000000000004 -0.0067172525450587264 1.0000000180025095e-35 -0.25000000000000006 6.5000000000000009 136.9543151855469 -0.013791750650852917 866.50000000000011 0.2223474979400635 0.003713134210556746 0.11216906458139421 -0.018917460925877091 0.54313597083091747 0.03136140666902066 -0.0040259119123220435 0.091263040900230422 -0.26389130949974055 -0.0071756248362362376 0.0095865353941917437 0.07169345393776895 -0.014387686271220444 0.069291394203901305 0.019108247943222526 0.015877771191298965 0.012820017524063589 4.9522936344146737 0.25336785614490515 6.5330615043640146 -0.10154761746525763 3.5408543348312382 -0.11451028287410735 37.500000000000007 -0.0089944601058959944 -0.14926322549581525 0.04613695107400418 8.0282917022705096 0.083086784929037108 -0.14246512949466703 -0.13599614799022672 4.3630783557891855 -0.2925731092691421 0.022118069231510166 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 11 5 4 -4 6 7 -3 16 39 -11 12 14 -14 44 -16 24 19 -19 20 21 -18 -6 -24 25 32 -27 36 -29 30 37 -8 -1 34 -31 -34 -28 38 -26 -10 41 -41 -42 -44 45 -2 right_child=1 2 3 -5 22 -7 31 -9 9 10 -12 -13 13 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 29 26 27 28 -30 33 -32 -33 35 -35 -36 -37 -38 -39 -40 40 42 -43 43 -45 -46 -47 leaf_value=0.0095128202302327287 0.00059620980698710843 0.024946618270626674 0.015913903740022266 0.021000044620290228 0.00046921541681806795 0.0003035202033481713 -0.00034194784096397472 0.0027031460395732592 -7.8069130390839226e-05 0.016096315065841506 -0.00020387163377802426 0.0092678664774129595 0.00021527861326671484 0.022791466913296015 0.018574064536436466 0.0019013804902178206 0.014249270074000259 0.025202331274020964 0.0037791056817162772 0.014927777199548964 -0.0001833741230595867 -0.00080147253714227176 0.0031402599741173877 0.015895927256892341 0.0017021506808050301 0.0015326526884102936 0.010791994881319123 0.027514711675034793 0.0018611777041701197 0.0061741236683959325 0.0095455989385935715 0.01085068122160481 0.00029728723908305411 -0.0097449307643014717 -0.0034953099806433159 0.0097060308287483313 -0.0019804531849792659 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30.2942 14.4035 20.385 37.1401 35.4138 51.3769 23.2567 14.3405 14.3735 22.2171 13.8464 27.5263 21.5105 13.5954 13.0442 21.0525 12 15.931 21.162 22.6493 22.4412 13.912 10.5763 10.4699 10.8295 10.2204 10.2172 10.1189 10.1081 15.0167 9.74594 threshold=4.5000000000000009 -0.0086447135545313341 0.25822080671787268 0.00037874889676459139 4.2121002674102792 0.23670011013746264 0.0034831603989005093 -0.04152840003371238 0.039157899096608169 0.0046756882220506677 962.50000000000011 0.056366043165326125 -0.049440320581197732 -0.0020149501506239171 -0.087416436523199068 0.6078576147556306 0.064989715814590468 0.10059471428394319 3.2036436796188359 4.3372693061828622 0.0056059490889310845 -0.041097270324826234 0.72236880660057079 -0.040432617068290704 0.010921564418822529 0.56721109151840221 0.072860226035118117 -0.0038400765042752023 0.17130316793918612 1.0000000180025095e-35 0.02738185599446297 -0.021897245198488232 -0.024610036984086033 -0.0021567150251939888 0.10797105729579927 0.15956711769104007 0.11493205651640893 -0.0048322011716663829 0.085325911641120925 0.045486705377697952 0.30695791542530065 0.072467014193534865 -0.051330933347344392 3.8176519870758061 0.032855115830898292 1.1855117082595827 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 41 -8 22 -2 16 -12 -3 14 15 -14 45 28 19 21 -21 -19 23 24 -9 31 27 -27 29 30 42 32 33 -16 35 -35 43 -29 39 -23 -7 -1 -18 -34 -45 -11 right_child=9 12 -4 -5 5 40 7 8 -10 10 11 -13 13 -15 25 -17 17 18 -20 20 -22 38 -24 -25 -26 26 -28 37 -30 -31 -32 -33 36 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 leaf_value=0.00010610352063651761 -0.00035866628945598744 -0.00079804611442899466 0.021627094317592827 -0.00034931641660844193 0.021324843161542654 -0.0037499738663755821 0.022817187251375732 0.0058473945310383683 0.015620948185573271 0.00022714121088655113 0.0034590350284908937 0.017854971739843156 0.0019359635157920336 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1784 156 71 67 47 43 64 42 1008 358 345 55 166 34 107 50 4552 60 2502 750 203 64 40 48 98 48 48 52 87 639 94 40 1921 internal_value=0.000253449 0.00116903 0.00294908 0.00265279 0.0039114 0.0112647 0.00298749 0.00503996 0.00420429 3.35627e-05 0.000462129 0.00553766 0.000512295 0.00122164 0.00200764 0.00813352 0.000384622 0.00135458 0.00401027 0.00319166 0.0153676 0.00187753 0.0033811 0.00550884 0.00953659 0.00166188 0.00577001 0.0035581 0.000680933 0.000551512 0.00338551 0.00121103 0.00296993 0.00647502 0.00963038 0.00618754 0.00112321 0.0082514 0.00112864 0.000568536 0.00241866 0.000825298 0.00219926 0.000385853 0.00602133 5.14775e-05 internal_weight=187908 36388 9806 9654 6802 758 6044 3100 2962 151520 72406 1088 26582 17246 12638 674 71318 18232 3688 3542 344 3198 2764 1788 790 11964 1182 1046 14544 14384 2200 10782 3938 1358 970 738 2580 626 3052 2888 404 2944 2016 2428 420 53086 internal_count=70878 13284 3419 3373 2361 227 2134 1048 1007 57594 27141 328 9865 6317 4533 231 26813 6668 1300 1257 106 1151 942 584 239 4302 405 371 5368 5318 766 3897 1395 463 307 243 932 205 1104 1056 134 1086 706 884 134 20145 is_linear=0 shrinkage=0.04 Tree=100 num_leaves=47 num_cat=0 split_feature=98 285 135 147 198 216 250 200 198 91 70 98 123 103 106 98 122 216 262 112 114 189 9 270 281 126 40 317 122 247 181 122 150 280 144 250 309 178 56 56 120 27 65 121 98 197 split_gain=44.5173 32.9117 24.6979 31.1969 23.1279 23.0512 21.0977 22.9893 20.0866 54.7045 36.6454 30.3955 32.6068 27.0856 27.9286 25.3826 36.4833 23.6216 23.7288 48.9319 17.5909 30.8777 47.7682 17.3456 16.6956 18.629 15.141 24.1783 14.937 19.987 23.3427 15.5201 15.8155 14.6998 14.8967 13.7627 34.3152 13.1071 12.977 12.7796 12.146 11.853 12.3839 11.5968 20.1457 11.306 threshold=0.61589598655700695 0.015472093131393196 -0.031181367114186283 0.046449165791273124 0.020241792313754562 0.0300946393981576 0.0048345609102398166 -0.011625665705651043 0.03136140666902066 1.0000000180025095e-35 3.3842465877532963 0.11581752821803094 0.16467870026826861 0.0066459253430366525 0.1059754677116871 0.22421184182167056 0.14395745843648913 0.055745078250765807 -0.015446653589606283 0.064989715814590468 0.16034071147441867 -0.013171557337045668 0.24243900179862979 0.0069118347018957147 0.00091666667140088986 0.080185562372207655 0.27247856557369238 0.0084068006835877913 0.087172869592905058 -0.0024757636711001392 0.026253784075379375 -0.13058187067508695 0.12579269707202914 0.036053439602255828 0.10286443680524827 -0.025791752152144905 0.014909459277987482 0.12722285091876986 4.6200466156005868 3.4175922870635991 -0.16574382781982419 16.342111587524418 3.6242519617080693 -0.22985838353633878 0.15501427650451663 0.014157304540276529 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 4 -3 -4 26 6 7 -6 13 10 11 41 20 -1 33 35 17 18 19 -17 28 -22 -23 -19 -20 45 39 -28 31 -30 -31 -13 -33 43 -35 36 -16 40 -37 -2 -11 -10 -43 44 -15 -26 right_child=1 2 3 -5 5 -7 -8 -9 9 37 -12 12 -14 14 15 16 -18 23 24 -21 21 22 -24 -25 25 -27 27 -29 29 30 -32 32 -34 34 -36 38 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 leaf_value=-0.0006266193076852458 0.0041504462018459535 0.0021464175227957016 0.010054417865627009 0.031399045819361537 0.0099670200478210146 0.021171606848593694 0.01775188351710958 -0.0066259816821498153 0.00048820959833187995 0.0076463472869885401 0.022248804306747107 0.012248403514550707 0.020077994943391988 -0.00077308777356759094 0.0013208196022244823 -0.00083687711753246551 0.017904251640426118 0.02147410037140772 -0.0029571616916027176 0.027614449963149941 0.022632747900807805 -0.0043070119413618855 0.02317520094161131 0.0036355170135542476 -0.0017399432019697964 0.016270173757571227 -0.0011314329022555042 0.014625430903042176 0.0010116137650849448 0.0064774901117827443 0.021367402194458762 0.0013423607346784172 0.014170875553065126 0.0017633994108762982 0.011702803557861872 0.00063946483200643539 0.02370973200356 0.0091358421266578681 0.0096276312568242678 -0.0055624308264300851 -0.0012443870282484197 0.013735095573679466 0.00050548664454190214 -0.00010861899638660992 0.019434604789305449 0.0075143438396246542 leaf_weight=72900 298 256 316 168 246 170 154 290 8150 250 150 236 204 194 414 226 322 192 1038 168 212 324 146 160 544 170 416 248 532 554 242 4684 158 3954 256 11304 148 204 262 788 12028 226 226 63322 132 344 leaf_count=28040 87 78 88 36 67 39 37 101 3091 89 43 70 62 73 157 83 95 50 385 44 60 116 39 52 190 51 136 64 172 161 71 1574 39 1435 86 4244 50 64 83 294 4790 63 79 24091 34 102 internal_value=0.000197553 0.00476665 0.0122069 0.0175128 0.00265329 0.00802042 0.00475432 0.000993842 0.0001146 0.00109055 0.00263551 0.00244902 0.00434872 -6.38098e-05 0.000429623 0.00197383 0.00516387 0.00371459 0.00234073 0.0113339 0.00389325 0.00999671 0.00426109 0.0133989 0.000645631 0.00417977 1.26501e-05 0.0047668 0.003242 0.00701766 0.0110255 0.0022534 0.00176381 8.1608e-05 0.00237043 0.00114124 0.00724847 -0.00089535 0.000843885 -0.00289584 -0.00106275 0.000838313 0.00713601 -6.98209e-05 0.00744358 0.00184947 internal_weight=187926 3350 740 484 2610 860 690 536 184576 28526 16044 15894 7292 156050 83150 15292 3164 2842 2490 394 7088 682 470 352 2096 1058 1750 664 6406 1328 796 5078 4842 67858 4210 12128 562 12482 11566 1086 12278 8602 452 63648 326 888 internal_count=70955 1027 202 124 825 244 205 168 69928 10583 5640 5597 2364 59345 31305 5586 1052 957 855 127 2302 215 155 102 728 343 581 200 2087 404 232 1683 1613 25719 1521 4534 207 4943 4327 381 4879 3233 142 24198 107 292 is_linear=0 shrinkage=0.04 Tree=101 num_leaves=47 num_cat=0 split_feature=5 0 66 62 17 78 302 116 55 210 108 37 56 128 122 103 281 56 273 128 171 280 78 113 162 25 145 170 109 313 103 0 122 300 117 297 101 77 109 324 109 268 312 182 122 259 split_gain=19.8892 22.3865 27.6727 30.638 23.8458 30.1846 53.9952 66.8771 21.7512 21.8064 20.0371 36.3453 18.8943 17.5565 17.4667 20.3782 26.9995 24.6535 23.318 28.6268 23.7526 31.1017 21.5296 15.9715 15.7876 21.0906 38.5298 25.5907 15.7655 17.3991 15.4836 15.043 14.7852 17.0524 21.9924 14.3084 14.2307 14.0842 14.0305 12.8846 15.3866 12.285 20.3107 23.6819 29.9047 12.1914 threshold=1.0000000180025095e-35 49.500000000000007 1.0000000180025095e-35 9.8775286674499529 4.5000000000000009 1.2424533367156985 1.0000000180025095e-35 0.045836942270398147 7.4208781719207773 0.052844991907477386 -0.14145176857709882 0.20286288112401965 5.7219483852386483 0.00522555597126484 -0.024404436349868771 0.1075214445590973 0.059932742267847068 4.8559212684631357 -0.034686151891946786 -0.035272110253572457 0.084263488650321974 0.01229663845151663 3.4175922870635991 -0.01550460187718272 0.0051852231845259675 1.0000000180025095e-35 -0.090526595711708055 -0.072613537311553941 0.054234217852354057 0.0029159651603549723 0.11607293039560319 549.50000000000011 0.043928876519203193 0.0049723100382834682 0.015984009951353077 0.0090052029117941874 0.0026189881609752779 9.77258348464966 0.23489883542060855 0.0027979015139862899 0.0031423820182681088 -0.0015610259724780915 0.00034010302624665206 -0.063441708683967576 0.15302790701389316 0.05694014951586724 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 8 7 -7 38 10 11 -10 14 23 37 22 17 18 19 -17 41 -22 24 36 -16 26 -26 -28 29 -25 -5 -2 -33 34 -34 -15 -12 -6 -3 -29 -41 -20 -43 -44 -45 -27 right_child=31 2 -4 30 12 6 -8 -9 9 -11 13 -13 -14 35 15 16 -18 -19 20 -21 21 -23 -24 28 25 45 27 39 -30 -31 -32 32 33 -35 -36 -37 -38 -39 -40 40 -42 42 43 44 -46 -47 leaf_value=-0.00030943262897377503 -0.0010897715528598397 0.0011033945453904886 -0.00015460508106213472 0.0060330793100143599 -0.00021927390088673311 0.0085596121656306735 -0.0017487609425928014 0.041322480928735673 0.023385122502598527 0.019053220540662601 0.0093801649119271795 -0.00035437902175083062 0.012588187738906504 -0.0047497792589052245 -0.00021630753294280336 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82 4071 76 363 97 63 32 340 70 65 40 102 165 57 60 141 112 812 76 505 55 125 internal_value=0.000265733 0.00042088 0.00071923 0.00115338 0.00109411 0.00252672 0.0100324 0.0190709 0.00209742 0.00508346 0.00426564 0.0124012 0.000750625 0.00290197 0.000709782 0.00123754 0.0029112 0.00257562 0.00226441 0.0107095 0.00174751 0.00992416 0.000730802 0.00559636 0.000650267 0.00164339 0.00523402 0.00328719 0.00921808 0.0130511 0.011764 -0.000826861 0.00309443 0.00827205 0.0132143 -0.00130248 0.000925132 -0.000139768 0.00127564 0.00153671 0.00546387 0.0011706 0.00266695 0.0057037 0.00390355 0.000956143 internal_weight=187728 164386 116708 77970 77538 14994 810 458 14184 3060 2892 414 62544 2478 62330 38446 8934 8732 8550 492 8058 530 29512 1510 29350 13676 2196 1936 850 568 432 23342 1466 550 368 968 660 23884 11124 1692 746 7528 4052 1884 1624 11480 internal_count=70832 61617 43240 28579 28467 5307 243 125 5064 1010 964 131 23160 833 23099 14025 3159 3098 3043 152 2891 171 10866 481 10821 4970 774 692 255 158 112 9215 515 175 110 352 226 9074 4054 616 253 2720 1448 636 560 4196 is_linear=0 shrinkage=0.04 Tree=102 num_leaves=47 num_cat=0 split_feature=98 26 121 98 233 122 192 305 305 126 102 295 210 105 216 105 116 278 314 50 198 102 208 99 116 260 155 240 50 116 178 111 256 292 29 214 243 64 73 78 194 124 319 207 130 98 split_gain=30.4404 34.7203 34.4552 32.6978 34.7651 32.3856 27.6692 26.4414 24.9108 24.045 30.0758 39.2921 23.8123 59.0043 25.6961 27.8305 22.7943 39.2403 38.0002 20.5278 24.7107 20.1681 20.0072 19.8162 30.7328 28.1476 19.579 19.465 19.3779 21.3344 18.7908 22.8603 18.7881 17.0302 16.8976 19.509 17.1177 16.4373 16.0623 16.0132 15.8368 16.1539 15.7641 15.1241 19.1917 30.6527 threshold=0.22421184182167056 19.500000000000004 -0.046724326908588402 0.24092076718807223 0.0081613739021122473 0.2104943469166756 0.128465510904789 -0.0047403313219547263 -0.0039490668568760148 0.055685136467218406 -0.27200148999691004 0.010694666765630247 -0.048357209190726273 0.11956138163805009 0.051097251474857337 0.14446517825126651 0.077327303588390364 0.015252809505909683 0.0087363929487764853 0.2551544457674027 0.023750418797135357 -0.35653766989707941 -0.00040772875945549453 5.1503930091857919 -0.1359681040048599 -0.041863884776830666 0.090965297073125853 -0.02151736710220575 0.61909636855125438 -0.055223863571882241 0.0022835142444819216 0.034757204353809364 0.046280998736619956 0.0020681887399405245 0.20597147941589358 0.0067521652672439822 -0.035118537023663514 0.071236256510019316 5.6646935939788827 3.6242519617080693 -0.03420205041766166 0.047653330489993102 0.0032136517111212019 0.0040625436231493959 -0.073092170059680925 0.44197809696197515 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=39 2 3 4 -2 6 12 34 -9 26 -11 33 13 22 16 30 28 21 -19 20 -3 -18 -4 -21 -25 -26 27 -10 29 -14 -16 -32 -27 -12 36 -36 -5 -23 43 -1 41 -39 -40 44 45 -30 right_child=1 19 5 7 -6 -7 -8 8 9 10 11 -13 14 -15 15 -17 17 18 -20 23 -22 37 -24 24 25 32 -28 -29 38 -31 31 -33 -34 -35 35 -37 -38 40 42 -41 -42 -43 -44 -45 -46 -47 leaf_value=1.2107426225206311e-05 0.021966719685885115 3.8522672152963877e-05 0.011200998878184381 0.0092029531516250561 0.00019226592672134631 0.018907148437969614 0.017391659418741864 0.022800013340181776 0.011850042904877581 0.023597802266682667 0.0066649195609037835 0.021586889190729274 0.010120482095436468 0.025765893611896552 -0.001466662081996109 0.021270438131927714 0.013843300693860933 0.0032280871527049933 0.025654086441463893 -0.0019161239033681238 0.013519053915436839 -0.0069565937198849889 -0.0020758109542285768 0.020162203153659557 0.016856703738609473 -0.0014199717761180111 0.014999163585044623 0.00079839425878369056 -0.00088623238306287009 -0.00094486254769351162 0.0009005802036730217 0.016404368000049331 0.01346645330896183 -0.0073092336901184598 0.00041129908500200452 0.014988267244810755 -0.0035473180648790672 0.012505922082188892 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20.2025 14.1733 15.4955 13.6928 13.6764 13.639 13.6123 13.0728 19.9614 38.9927 16.2222 25.5019 12.6865 17.8294 20.3998 12.0329 12.8349 11.7468 11.7701 14.0763 30.9715 12.589 14.392 24.0174 19.6291 threshold=1.8688347935676577 -0.020467346534132954 -0.0057528133038431397 0.017484646290540699 0.68061393499374401 0.070051230490207686 0.030552208423614505 0.016858579590916637 0.051918245851993568 22.500000000000004 1.0000000180025095e-35 14.735896587371828 5.5000000000000009 0.069937042891979231 -0.14327485859394071 1.2424533367156985 3.3986047506332402 0.088555980473756804 -0.001584331563208252 -0.0023347539827227588 -0.0029095294885337348 0.0051205605268478402 4.42854928970337 0.0027101496234536175 0.019435948692262176 -0.021088817156851288 -0.047081738710403435 0.057707633823156364 122.50000000000001 0.1326781436800957 0.0057769285049289474 -0.21460472047328946 0.098713699728250517 0.086910702288150801 -0.027205338701605793 0.12748419493436816 -0.065423738211393342 -0.023245022632181641 0.22887821495532992 -0.0086447135545313341 0.054692961275577552 -0.033802021294832223 -0.14857043325901029 1.5000000000000002 -0.1436226740479469 5.3775877952575692 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 4 -3 7 -7 8 20 -1 11 15 14 17 -13 16 19 -14 -19 -11 21 -6 38 -24 28 -18 -22 -9 -17 31 -31 32 -30 -16 -35 -36 -27 -38 39 40 42 -42 -21 44 -44 -46 right_child=1 3 -4 -5 5 6 -8 27 -10 10 -12 12 13 -15 33 24 25 18 -20 22 26 -23 23 -25 -26 36 -28 -29 29 30 -32 -33 -34 34 35 -37 37 -39 -40 -41 41 -43 43 -45 45 -47 leaf_value=-0.0013579661290352527 0.0047307104214764483 -0.0062281570166034285 0.033889073133468631 -0.0074540634313225752 0.0010927912637894376 0.0016826187133263913 0.02154062297210654 -0.0049938900187104229 0.018823111402283748 -0.0002262980494179451 -0.00080511842131621766 0.015480172859899926 0.0013427892095197822 0.022175164286837436 0.00022818635168091867 0.00087485306579875249 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52 75 1010 81 50 1870 121 15486 51 118 48 3473 670 39 internal_value=0.000258076 0.00346132 0.0148632 0.00193369 0.0031575 0.00437695 0.0119341 0.0026773 0.00598959 0.000194089 0.000291331 0.000458355 0.00220903 0.00649094 0.0015878 0.000322552 0.000115849 0.00434504 0.0111758 0.000258267 0.00353777 0.00967555 0.000718661 0.007749 0.00129528 -0.00160454 -8.06537e-05 -0.00248796 0.00169863 0.00292415 0.0114119 0.00247197 0.0114269 0.00134123 0.00330162 0.00250391 -0.000296159 -0.000680579 0.000659547 0.000608497 0.00168916 0.00835509 0.0014166 0.00122971 0.00413863 0.00296652 internal_weight=188058 3682 434 3248 2874 2544 466 2078 1266 184376 173506 150570 10838 1372 9466 139732 115244 1208 368 106434 1064 394 54578 454 24488 8810 670 812 20720 8328 420 7908 310 9302 3368 3134 5216 5016 54124 53722 12402 486 11916 11676 2206 2046 internal_count=70883 1239 135 1104 963 828 137 691 401 69644 65293 56269 3907 470 3437 52362 43392 420 114 39957 346 121 20225 147 8970 3435 225 290 7504 2902 134 2768 101 3381 1166 1091 1984 1920 20078 19957 4471 169 4302 4230 757 709 is_linear=0 shrinkage=0.04 Tree=104 num_leaves=47 num_cat=0 split_feature=27 102 57 253 299 17 58 139 204 78 29 264 286 167 309 103 151 192 122 291 142 206 269 109 27 194 319 323 58 279 73 140 151 323 112 324 132 192 209 54 116 194 156 77 320 17 split_gain=21.3168 22.6518 30.9767 47.1371 43.1729 19.1925 19.1224 26.1898 19.3197 19.0067 42.2525 23.3377 16.473 18.5446 16.1219 15.8756 14.8423 13.9911 13.9596 27.5405 16.9803 17.3437 21.7599 13.2922 16.7769 12.9021 25.8095 33.7678 18.5818 26.1833 12.0915 11.9038 16.3257 12.0037 11.8205 23.7598 12.094 14.9902 13.4196 20.0403 13.0471 12.1873 15.7332 11.3852 30.9054 11.4641 threshold=14.735896587371828 -0.21294105798006055 3.1567740440368657 -0.010311023797839878 0.0056361597962677487 8.5000000000000018 4.7811324596405038 0.09459762275218965 -0.042745113372802727 2.1383330821990971 0.12129970267415048 0.0068387018982321033 0.0004619522078428418 0.036668198183178909 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0.021548630429208279 0.0029275752682902368 0.00045190854128091581 0.017559077849624852 0.017321727295254552 0.0067687704614593312 -0.0047187495437579427 leaf_weight=25844 124 4994 334 528 184 98146 212 196 920 336 332 188 316 144 1838 5222 252 204 294 186 210 2794 186 484 164 14472 226 156 320 166 200 4582 258 208 2496 206 158 148 238 124 712 17310 140 214 222 368 leaf_count=9782 36 1833 95 178 66 37635 62 50 332 100 122 46 100 36 683 1959 84 48 89 57 73 1029 51 174 46 5536 87 50 108 43 90 1745 85 72 862 67 59 44 77 42 256 6387 42 69 73 138 internal_value=0.000217535 0.00174807 0.0045347 0.00884765 0.0186092 9.87205e-05 0.000754209 0.00482076 0.00311207 0.000605694 0.00651021 0.0135743 0.00371611 0.00924102 0.00122132 -0.000170445 0.00137569 0.00726822 0.000724336 0.00300453 0.00220118 0.00135165 0.00917487 0.000500316 0.00618601 0.000336183 0.00186073 0.0119235 0.00120818 0.00869272 0.000535829 0.000785352 0.0020468 0.00155847 0.00042242 0.00299104 0.000267 0.001038 0.000937165 0.00958144 0.000804168 0.000681946 0.00534958 -0.000291641 0.00433837 -0.000392187 internal_weight=187556 13510 3468 1506 518 174046 50664 1784 1588 48880 856 524 988 460 1962 123382 1376 456 25236 3670 3484 3190 396 48024 648 21566 6290 382 5908 486 5422 10042 5460 5202 47376 2702 44674 18830 18682 282 18400 18162 852 15276 804 590 internal_count=70698 4929 1194 475 161 65769 18682 576 526 18106 268 146 314 136 719 47087 464 132 9452 1299 1242 1153 124 17838 220 8153 2337 137 2200 151 2049 3735 1990 1905 17618 929 16689 6907 6863 101 6762 6685 298 5816 280 211 is_linear=0 shrinkage=0.04 Tree=105 num_leaves=47 num_cat=0 split_feature=98 113 169 163 174 260 253 187 128 100 244 313 64 147 198 27 29 164 187 169 65 209 26 126 325 218 20 103 122 50 22 186 129 119 236 24 136 155 318 172 108 126 65 198 91 98 split_gain=39.5493 32.8096 27.6935 49.8381 24.0933 28.6719 35.0787 36.0751 25.3081 27.1083 22.2971 22.0072 29.5776 30.9843 21.2852 25.2736 25.8631 18.9639 19.3404 18.4951 18.8694 20.3737 17.7808 17.757 17.6993 15.972 15.5461 15.0427 16.1331 20.0264 14.4707 15.9169 14.4281 14.2195 16.904 41.0626 13.0383 12.9481 12.9122 26.748 16.0653 12.6793 12.6733 12.5689 27.7811 21.8075 threshold=0.36848169565200811 -0.018300097435712811 -0.096670933067798601 -0.0082941963337361795 0.052851960062980659 -0.00011384295794414355 -0.00027375720674172038 0.005783461034297944 -0.125469796359539 0.035886155441403396 -0.0041185130830854169 -0.0026197921251878138 0.039558423683047302 0.028454495593905452 0.019546115770936016 1.8790277838706972 0.084797125309705748 -0.018626069650053974 0.041533049196004874 0.033682482317090041 4.3757371902465829 0.0016059142653830352 12.500000000000002 -0.030477991327643391 0.0018117300933226945 0.00016473215509904551 -0.6035533845424651 0.1075214445590973 0.0657939948141575 4.6955845355987558 1.0000000180025095e-35 0.018073179759085182 -0.11639709770679472 0.083769727498292937 -0.022070734761655327 26.500000000000004 0.0026975423097610478 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0.016991682038516611 0.0084413127642178881 -0.00083468644908808785 0.015695118791964297 0.0067253144558572092 0.0093802082546246366 0.017620365736696883 -0.0027149729783192645 -0.0089072220339565661 0.015157836495733582 -0.0051165429678597671 -0.0044896105546799918 0.022568933572439318 0.023927421344715597 0.015216346518709298 -0.0055516133316243776 0.013829341465457876 -0.0025534247921880512 -0.0015894203333341975 0.00200711533536088 0.010618386773352929 -0.0062790502420324371 -0.0011557113072028216 -6.9288475569050892e-06 0.016132511715518265 0.0014368387204404087 0.006420980519973315 0.009780661126536281 0.00043702588705424886 -0.00087475695296199813 0.0035020229836375191 leaf_weight=109800 172 222 266 232 368 246 168 220 316 156 2288 236 218 160 310 332 344 544 142 210 194 246 362 258 298 232 188 102 198 186 408 186 3308 1474 6200 234 150 410 26296 122 3696 246 178 8616 11116 6528 leaf_count=42036 54 63 75 80 124 71 42 54 104 36 820 66 75 42 127 88 96 176 43 59 47 59 123 105 85 82 68 35 57 57 152 51 1178 575 2202 69 59 145 9966 39 1382 73 53 3242 4392 2234 internal_value=0.000216416 0.00231037 0.00393168 0.0135172 0.00335478 0.00815764 0.0128727 0.0200837 0.00229357 0.0117382 0.00160162 0.00478784 0.00817927 0.0172411 -0.000105009 0.00329416 0.00811697 -0.00110627 0.0026048 -0.000336453 0.00410322 0.00885488 0.0040772 -0.00189324 0.00883829 0.00298111 0.00340382 5.5999e-05 0.000749448 0.00226693 3.6079e-05 0.00457948 -0.0019652 0.00198234 0.00273009 0.00804494 0.00255363 0.00313228 0.000312363 0.00245368 0.00191052 -0.002191 0.00104858 -0.000142356 0.000643764 0.00175837 internal_weight=188382 13404 8020 454 7566 1368 822 466 6198 422 5776 2184 1274 396 5384 1904 908 996 686 3592 1058 590 878 468 516 576 356 174978 38918 8702 910 502 3480 8516 7042 842 344 644 30216 3920 3818 2534 546 136060 26260 15144 internal_count=70861 4430 2586 143 2443 412 235 125 2031 111 1920 698 391 108 1844 612 266 346 219 1222 329 165 283 164 160 178 110 66431 14527 3105 307 155 1232 3048 2473 271 106 214 11422 1456 1421 893 177 51904 9868 5476 is_linear=0 shrinkage=0.04 Tree=106 num_leaves=47 num_cat=0 split_feature=98 112 102 77 116 237 315 146 278 51 174 135 249 58 124 256 141 308 121 194 77 294 209 180 171 303 181 0 5 98 122 66 24 77 278 107 78 222 280 322 208 180 268 223 116 269 split_gain=43.5383 30.4092 33.2504 42.4481 57.3176 45.3623 26.9496 24.5775 26.3157 22.6539 28.2448 53.0512 23.3766 25.7459 22.4053 20.6768 21.7144 16.956 16.7668 18.1026 16.6712 15.6548 15.4786 14.924 14.8637 20.0416 14.9568 14.5579 18.1783 19.8322 16.9424 18.9065 20.2856 17.4712 16.3949 25.0914 17.7615 17.1632 16.1288 15.8292 42.4695 30.6151 21.732 16.48 15.4011 14.5221 threshold=0.36848169565200811 -0.073481671512126909 -0.22365789860486981 1.035554111003876 -0.024055119603872296 -0.0020771352574229236 -0.018786141648888584 -0.083539053797721849 0.0017744051874615254 2.8029010295867924 0.039846498519182212 0.086094878613948836 0.013223516289144756 5.105656862258912 0.13725192844867709 0.007633564295247198 0.05653443560004235 0.00024832638155203318 -0.012539511546492575 0.0099617587402462977 0.89569097757339489 0.03381438925862313 -0.0009839162230491636 -0.038118781521916383 0.055487152189016349 -0.032166531309485429 0.015794346109032634 47.500000000000007 1.0000000180025095e-35 0.088166877627372756 -0.024404436349868771 1.0000000180025095e-35 172.50000000000003 9.0781464576721209 -0.011059531010687349 0.27687795460224157 3.1567740440368657 0.037203377112746246 0.070040069520473494 -0.018904105760157105 0.041931942105293281 0.015978148207068447 0.036729067564010627 0.035684835165739066 0.024353405460715297 0.083999488502740874 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 24 3 14 17 -6 20 8 -8 10 15 12 13 -12 -3 21 18 -5 19 -17 -4 22 -9 -24 25 -2 -26 -1 29 -29 33 32 34 -31 37 36 38 -32 39 40 42 -42 -36 45 -39 -41 right_child=1 2 6 4 5 -7 7 9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 28 -30 30 31 -33 -34 -35 35 -37 -38 44 -40 43 41 -43 -44 -45 -46 -47 leaf_value=-0.00054290119986069845 0.0090356825506002717 0.0019786722788506491 -0.0018983584786984465 -0.0075218537075397301 0.0078170031647187953 0.02875038857200618 0.0031633580736909767 -0.0050497376637545647 0.018610711771597777 -0.0039338821546144181 0.0043608986984995405 0.027997121570263316 -0.007172771738347225 0.021140393188905194 0.017626514606964513 0.00066834326118839031 0.015323341385400582 0.010267027700259015 -0.0028253616052183435 0.016630157761170831 -0.017473934793435945 0.010360884836851023 0.010127587378025056 -0.00061198327389438317 0.010812841077235966 -0.0039814650137385789 -0.0024351279408551378 -0.00019016196150654314 -0.00083828562633410408 -1.0069588397329832e-05 -0.00025105455025037165 0.00017655631691725806 0.014402952592053483 0.0099839781703881577 0.0018584263153341638 0.016722118005252039 0.01426362718082019 0.0014746362101579211 0.01252943517848709 0.001819276500432631 0.0079051980519960381 0.032301742566319611 0.016789112409808227 -0.0027548321525814878 0.018726272274847744 0.0097581624355542636 leaf_weight=45234 208 1620 1040 194 280 408 396 1056 318 826 734 186 206 182 160 244 290 152 440 212 122 194 254 1100 290 2006 256 42364 19412 25326 6580 13624 208 282 2030 194 196 190 238 16800 196 142 168 1254 146 376 leaf_count=17541 60 522 374 63 78 90 126 396 93 311 231 45 79 45 42 84 77 42 156 54 51 57 73 366 87 735 88 16322 7630 9567 2378 5086 62 97 709 65 58 61 77 5968 64 37 46 493 41 126 internal_value=0.00024315 0.00244279 0.00341536 0.00714205 0.0135841 0.0202547 0.00207014 0.00305387 0.0100597 0.00220792 0.00320362 0.0082694 0.00497702 0.00771423 0.00339433 0.00145361 0.00582904 0.000299982 0.00274246 0.00810934 -0.00354728 -0.000540675 -0.00142216 0.00140867 -0.00129722 -0.00275501 0.00460824 7.49952e-05 0.000290451 0.000489081 0.000912558 0.00140375 0.0019859 0.000100372 0.00189481 0.00243764 0.00230737 0.00019983 0.00219618 0.00207829 0.00504072 0.0182197 0.00300674 0.0016704 0.00900421 0.00199362 internal_weight=188334 13374 10614 2814 1034 688 7800 6638 714 5924 5098 1308 1122 916 1780 3790 1186 346 896 456 1162 2604 2410 1354 2760 2214 546 174960 129726 110314 67950 42342 28718 25608 28510 21594 21400 6916 21204 20966 2536 338 2198 18430 336 17176 internal_count=70853 4425 3455 837 273 168 2618 2193 219 1974 1663 400 355 276 564 1263 371 105 294 138 425 892 835 439 970 795 175 66428 48887 41257 24935 15271 10185 9664 10123 7643 7578 2480 7520 7443 856 101 755 6587 102 6094 is_linear=0 shrinkage=0.04 Tree=107 num_leaves=47 num_cat=0 split_feature=98 163 31 80 248 120 204 127 214 122 125 98 274 24 107 41 26 78 74 98 28 98 113 184 201 201 263 234 112 283 301 258 141 131 80 98 58 167 165 281 103 115 108 245 72 112 split_gain=31.3489 26.0264 20.6264 24.7384 24.5541 23.4 25.4579 28.0768 21.4223 20.1369 20.0495 17.3443 17.2889 17.1294 38.1916 16.6945 15.4882 15.3595 14.8284 17.0366 32.2316 34.758 29.1582 24.318 22.8747 17.7508 17.3137 20.2296 24.7206 20.3453 16.1703 15.9392 15.1622 25.7319 14.1525 15.8027 14.0902 13.9295 13.9172 13.6733 16.4784 18.3481 16.0528 19.849 17.1088 44.7734 threshold=0.61589598655700695 -0.10109202563762663 0.25072656571865087 -0.25000000000000006 -0.018982401117682454 0.084067739546298995 -0.0050334276165813199 0.022094829007983211 -0.0075985654257237903 0.14395745843648913 -0.051164753735065453 0.59565711021423351 0.0026852129958570008 155.50000000000003 0.0083184428513050097 0.39555172622203832 5.5000000000000009 2.2499048709869389 1.0000000180025095e-35 0.45973347127437597 0.90029239654541027 0.48774555325508123 0.092666864395141615 0.027022849768400196 -0.022734965197741982 -0.011846160516142843 -0.0032139290124177928 -0.0060277732554823151 0.031309586018323905 0.0048969574272632608 -0.0038789282552897926 9.5741015684325262e-05 -0.099915262311696992 -0.023468887433409687 0.68301269412040722 0.54195025563240062 3.9010683298110966 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145 58 74 81 48 1357 82 53 84 199 339 47 8417 58 49 6318 3142 120 46 internal_value=0.000176727 0.00402501 0.00318027 0.00625609 0.00919008 -0.000226874 0.00190011 0.00834359 -0.00308611 0.000107382 0.00617002 1.69287e-05 0.00166335 0.00203659 0.0108695 -0.00189178 -0.00648002 0.00166111 4.11473e-05 9.95199e-05 0.00226048 0.00518761 -0.000860267 0.00812573 0.00380951 -0.00275901 0.00279056 0.00592701 0.00145617 0.0114353 0.00108423 0.00905154 -0.00227199 0.00557748 0.00443094 0.000800341 -0.00298609 -0.000788989 0.00140282 2.59197e-05 0.000590785 0.00126822 0.00117733 0.00258192 0.000476866 0.00776161 internal_weight=187958 3326 3148 1654 1216 1494 1266 552 714 184632 950 176364 486 8268 336 438 654 7932 175710 171386 5644 2912 2732 476 2650 2256 2466 1314 726 588 1038 352 4324 360 716 506 3964 1152 7766 165742 48500 26298 26106 8686 17420 500 internal_count=70811 1029 984 485 338 499 409 160 249 69782 277 66824 155 2958 114 147 245 2844 66579 64891 1896 930 966 138 871 828 819 417 251 166 335 106 1688 132 218 165 1556 402 2787 62995 18150 9733 9675 3191 6484 166 is_linear=0 shrinkage=0.04 Tree=108 num_leaves=47 num_cat=0 split_feature=98 3 185 44 277 271 315 318 158 39 148 50 261 275 106 98 208 112 139 298 311 39 28 135 155 98 198 103 157 260 289 231 192 128 228 212 144 155 275 153 182 24 179 135 98 110 split_gain=20.9867 30.173 33.5753 30.1833 38.4571 35.0763 28.8147 39.2849 54.628 27.3556 23.8703 34.8002 23.2074 23.9698 22.1009 30.7053 40.0115 26.653 28.9073 35.1486 27.1866 36.5883 21.1001 48.5554 77.1972 26.2489 19.9694 26.5244 24.3431 24.1476 26.9856 30.8665 29.3793 24.9289 18.7094 20.9083 17.9259 17.7547 17.6028 16.4467 26.0866 16.2993 16.2407 27.1809 15.3528 15.0859 threshold=0.14115410298109057 1.0000000180025095e-35 -0.13167863339185712 0.069332584738731398 0.0022055864101275806 -0.005018694093450903 -0.057036606594920151 -0.028239713981747624 0.045387577265501029 0.2765189409255982 -0.084808830171823488 0.26476182043552404 0.0033002848504111175 0.00062714592786505829 0.014512244611978533 0.14532750844955447 0.018201579339802269 0.0055335285142064103 -0.043294724076986306 -0.030362735502421852 -0.0132793802767992 0.32117114961147314 0.95223838090896618 0.059055652469396598 0.042911503463983543 0.31661307811737066 0.027461788617074493 -0.033532284200191491 0.070654977113008513 0.0024093907559290533 -0.011871006805449722 -0.025036627426743504 0.038424454629421241 -0.023827202618122097 -0.006244982359930872 -0.0067764781415462485 -0.13648600876331327 -0.022365289740264412 0.0028830186929553752 0.066789213567972197 -0.006300044246017932 47.500000000000007 0.10061221942305566 0.037709966301918037 0.5667022466659547 0.10463401675224306 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -4 -5 8 9 -8 11 -9 37 -14 45 16 -16 -17 19 -19 21 38 26 25 -25 -24 27 -12 44 30 -29 -32 41 -34 35 -31 -20 -13 -21 -22 -41 -33 -38 -44 -28 -3 right_child=1 14 3 6 -6 -7 7 10 -10 -11 22 12 13 -15 15 17 -18 18 36 20 39 -23 23 24 -26 -27 28 29 -30 34 31 32 33 -35 -36 -37 42 -39 -40 40 -42 -43 43 -45 -46 -47 leaf_value=-6.9788243299913314e-05 0.019856704858513926 -0.00086211570073679833 0.028051903044162357 -0.016232204549542981 -0.0033701651135451117 0.0059516294191835264 -0.0053302794124335607 0.022554488541150001 0.026559790029379835 0.013395363182596893 -0.0039185652077584282 0.0066321232721577809 0.0012505349914039617 0.018234142347201974 0.0035720327986836155 -0.00030641372784254048 0.026393352224669188 0.022442699257693991 0.012426160153389248 -0.0017641520358057101 0.00096844334566017793 0.028591223607765386 -0.0010858455432551466 0.0042952249394439699 0.039623635320473978 0.011828093915796889 0.00070799986592003799 -0.0033005600968504896 0.012692359736635232 0.013583476992072286 0.022481825884683001 -0.0059320250033693079 0.021442893982171061 0.0036852537895686894 -0.0064270248455604966 -0.0014495030903903447 0.00045828610270972752 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0.00119147 -0.00128431 0.00574641 0.00270499 0.00968102 0.00114502 0.000874018 0.00886305 0.00162223 -0.000451208 internal_weight=188082 66292 15960 15788 680 460 15108 14968 740 500 14228 1342 1156 532 50332 23528 598 22930 10930 2886 2696 524 12886 2038 438 1600 10848 7454 3394 4564 2686 1980 1818 506 1878 924 8044 624 362 2172 432 1312 7824 386 3040 26804 internal_count=70823 24012 5308 5256 214 132 5042 4982 226 168 4756 413 360 154 18704 8608 189 8419 3899 1001 938 178 4343 675 139 536 3668 2591 1077 1532 859 614 571 143 673 308 2898 206 129 760 144 428 2828 129 978 10096 is_linear=0 shrinkage=0.04 Tree=109 num_leaves=47 num_cat=0 split_feature=98 37 72 144 315 127 20 231 179 107 325 160 39 24 198 204 167 201 98 314 99 200 125 208 249 17 110 38 128 217 244 152 282 267 158 112 23 199 306 228 295 263 55 179 110 41 split_gain=24.188 32.1783 32.835 36.7163 45.7656 22.0326 29.8707 22.4967 21.6748 20.0143 25.0388 32.6675 27.1806 19.92 22.694 39.0288 23.8143 19.4941 19.8144 17.8642 17.5754 25.9077 34.0167 36.2884 17.3885 15.7374 13.7391 17.053 13.663 22.5453 27.7655 15.2134 19.2926 17.0627 14.7512 17.6473 16.0389 14.3438 13.2721 28.625 13.9995 13.2209 12.6257 12.2858 13.229 12.3271 threshold=0.21993363648653033 0.021774853579699997 0.26040761172771459 0.056820996105670936 0.00099507992854341886 -0.14428821951150891 0.78656607866287243 -0.01438363967463374 -0.047373106703162186 -0.046345669776201241 0.0004937173507642002 0.073002446442842497 0.028890239074826244 106.50000000000001 0.028474487364292148 -0.039667027071118348 0.1049419976770878 -0.012944016605615614 0.5667022466659547 0.0092119653709232825 5.1387310028076181 -0.0058976500295102588 -0.013686620630323885 0.013347984291613104 0.029623270034790043 3.5000000000000004 0.066801734268665328 0.24394615739583972 -0.077214121818542467 -0.037984287366271012 0.0037194440374150877 0.026100778952240947 0.010213731788098814 0.0056134890764951715 0.095866445451974883 -0.0087131643667817098 1.0000000180025095e-35 0.11654308065772058 -0.0049588494002819053 0.046600695699453361 -0.037030076608061784 -0.031595546752214425 6.1431114673614511 0.018491429276764396 0.047193739563226707 0.29433573782444006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 -4 6 7 -3 -2 25 24 12 -12 14 28 -16 17 18 19 26 38 22 23 -22 42 -10 -17 -28 29 30 -7 -31 33 -33 -30 -36 -37 -34 -15 40 -40 -23 -11 45 -45 -14 right_child=1 5 3 -5 -6 13 -8 -9 9 10 11 -13 43 20 15 16 -18 -19 -20 -21 21 41 -24 -25 -26 -27 27 -29 34 31 -32 32 37 -35 35 36 -38 -39 39 -41 -42 -43 -44 44 -46 -47 leaf_value=-7.1305271437649371e-05 -0.003299197079696223 0.012488537373949454 -0.0052677073926304498 0.027653274216465445 0.018293723957203259 0.001183122914444887 0.018600757187761077 -6.4026613222863777e-05 0.0071253031429207216 0.0080290336048788602 0.017124773911673292 0.026270637192398482 -0.0093814573733352179 -0.0027754659635348361 0.020303547540137537 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5229 524 41 151 61 85 132 94 60 42 34 46 773 388 331 79 36 67 internal_value=0.000142956 0.0011048 0.00395569 0.0119993 0.00665949 0.000576898 0.00530542 0.00289821 0.00273296 0.00397126 0.00591609 0.0100135 0.00744214 0.000318624 -0.000263633 0.00260187 0.00163724 0.000873524 0.00321894 0.00180819 0.00231832 0.00501001 0.0092746 0.0172836 0.00222031 -0.000304186 0.000139749 0.00608623 -0.000861284 0.00168466 0.0108759 0.000297243 0.00398812 0.000176503 -0.00135069 0.00366817 0.00828705 0.0118132 0.000625727 0.00227216 0.00117369 0.00093022 0.000206888 0.00329719 0.00829396 -0.00186826 internal_weight=187788 34210 5344 704 526 28866 1494 1266 4640 3850 2646 1254 1084 27372 21200 3658 3470 3296 2084 1844 6172 2382 1164 490 1392 1204 1564 444 17542 2828 370 2458 1034 696 14714 880 528 338 3790 2554 2394 1218 1158 760 386 374 internal_count=70836 12079 1826 204 161 10253 481 413 1622 1321 883 399 350 9772 7702 1219 1157 1114 670 606 2070 759 336 135 484 438 520 138 6483 968 105 863 339 236 5515 286 154 103 1311 853 807 423 407 256 115 141 is_linear=0 shrinkage=0.04 Tree=110 num_leaves=47 num_cat=0 split_feature=78 154 142 127 224 146 180 26 119 122 300 198 91 107 28 81 108 29 119 104 129 185 64 323 170 301 181 242 287 58 24 58 149 311 240 259 17 104 127 49 105 280 253 128 277 152 split_gain=19.997 32.86 50.0493 22.1736 17.74 18.2709 23.9768 17.5585 21.7236 17.5376 18.4184 15.9819 41.072 25.1665 18.9616 20.2007 31.5383 35.9988 25.688 40.5747 14.1134 14.6593 14.3279 13.3093 13.2659 13.0805 12.711 26.7148 11.8797 11.699 11.408 24.337 11.0157 19.1449 10.5234 10.0523 9.8987 17.3133 12.3493 22.2733 11.5792 10.5954 10.5948 10.3695 10.1656 11.6623 threshold=2.1383330821990971 -0.077849738299846635 0.017108149826526645 0.10991480201482774 0.052503570914268501 -0.043698988854885094 0.051920294761657722 4.5000000000000009 0.017816638574004177 -0.0091952849179506285 0.090438950806856169 0.027461788617074493 1.0000000180025095e-35 0.24664807319641116 0.71940523386001598 0.25000000000000011 -0.073831647634506212 0.055728089064359672 -0.012886081356555222 -0.038398351520299905 0.090379089117050185 -0.097008943557739244 0.22481837868690493 0.048719771206378944 -0.049770621582865708 0.0034982638899236922 0.13634733855724337 -0.02284315042197704 0.024510000832378868 3.1105521917343144 171.50000000000003 2.0450913906097417 -0.16697607934474942 0.0068566331174224624 0.011378035414963962 0.011879657860845329 6.5000000000000009 0.31702601909637457 -0.12870723009109494 3.5114340782165532 0.015532117336988451 0.018944346345961097 0.014692694880068304 -0.032764393836259835 -0.041260542348027222 0.10803989320993425 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 4 5 6 -3 8 -7 -1 11 26 13 14 34 16 17 -16 19 -19 21 -17 -22 -12 25 -18 30 -28 -26 35 32 -32 33 -11 -13 -9 37 38 39 41 -40 -34 44 -38 -42 -46 right_child=1 3 -4 -5 -6 7 -8 29 -10 10 23 12 -14 -15 15 20 24 18 -20 -21 22 -23 -24 -25 28 -27 27 -29 -30 -31 31 -33 36 -35 -36 -37 43 -39 40 -41 42 -43 -44 -45 45 -47 leaf_value=-0.00024595240053972169 0.0018782607203638049 0.0012162708849207413 0.031575683718957241 0.015667344018391201 0.014132875192399119 -0.0036096779345975495 0.018883906003243908 0.00021403150912172674 0.013808591272424443 0.00025122699541674909 0.0020020117593855507 -0.00087790377394557752 -0.00067543355773724541 0.016681073313587709 0.024161617113349233 0.012647184039625897 0.0042521366901527606 0.0030990695022777015 0.0019906915171372516 0.025976633608969766 0.01610365328339624 0.00060893349270510239 0.0011505411818024502 0.017684124058101609 0.00098377138706320574 0.016361992981473696 0.019669706763191658 0.0013972254597742831 0.012342373152386468 -0.010604521241297023 0.0001967325868565055 0.015107264691231779 0.00041014302551494716 0.017680022110272746 0.0074754077286462994 -0.0099869056663302765 0.00059235616325630251 0.012580513906901451 -0.00036059946033108783 0.016987183371587739 0.010093627608791138 0.0091771586783099598 -0.0015963466622357099 -0.00050946806760132917 0.0015834122805499149 0.0090483224284900743 leaf_weight=83360 212 466 158 174 152 242 166 692 216 282 176 2506 7968 212 258 168 420 254 600 242 212 3828 198 170 2010 216 164 572 158 360 550 256 976 156 266 198 20978 200 10598 192 258 284 1324 39206 5922 354 leaf_count=31838 72 149 39 55 42 85 43 240 66 95 62 937 3114 62 77 46 134 85 196 67 60 1336 65 53 709 62 56 208 53 138 197 76 348 48 91 85 7699 68 3995 56 79 88 506 15057 2105 115 internal_value=0.000237273 0.00345681 0.0146108 0.00190391 0.000937004 7.41652e-05 0.00587932 -0.00207606 0.00461724 0.00018456 0.000535935 0.000504567 0.00153363 0.00305779 0.00280157 0.00373221 0.00573175 0.0107431 0.00756517 0.0142909 0.00184434 0.00111808 0.00890276 0.00973585 0.00330891 0.00838415 0.000260444 0.00548998 0.00181687 -0.00453022 0.000213171 0.00494544 0.000165864 0.00648488 -7.39167e-05 -0.00206405 0.000131313 0.000899657 0.000781683 0.00433223 0.000502129 0.00239191 0.00166558 -0.000125408 0.0023267 0.00200585 internal_weight=188530 3036 370 2666 2492 2340 632 1708 458 185494 102134 101788 19516 11548 11336 8564 4158 1354 1096 496 4406 3996 410 346 2804 636 82272 736 2168 1250 81536 806 80730 438 2772 890 80292 20108 19908 1452 18456 1260 7858 60184 6534 6276 internal_count=70857 1014 111 903 848 806 192 614 151 69843 38005 37890 7094 3980 3918 2890 1383 425 348 152 1507 1382 125 115 958 196 30796 264 762 463 30532 273 30259 143 1028 325 30116 7360 7292 492 6800 436 2805 22756 2299 2220 is_linear=0 shrinkage=0.04 Tree=111 num_leaves=47 num_cat=0 split_feature=103 78 106 72 113 315 273 160 88 91 109 29 117 137 105 117 47 64 273 133 149 295 288 199 176 243 133 124 103 300 122 106 57 113 278 102 56 104 51 27 112 186 236 160 179 246 split_gain=17.9902 16.9989 16.2923 34.1522 52.6488 27.0876 15.9321 35.4165 13.6055 38.2515 26.5878 16.0073 46.7615 18.0064 18.5231 36.9441 13.7142 14.4528 13.6946 18.0173 14.3848 14.2483 13.6132 13.0857 13.0953 12.4164 11.8395 14.2451 11.1031 16.6967 15.8602 13.1696 22.5543 27.447 36.6072 41.0502 25.6881 19.4558 16.9972 23.3581 14.5553 10.9041 49.7166 11.8492 25.3697 10.5881 threshold=0.10581155866384508 4.1190040111541757 0.089591085910797133 0.35078585147857672 0.069256842136383071 0.0038873729063197975 -0.035866152495145791 0.041524983942508704 1.0000000180025095e-35 1.0000000180025095e-35 0.19522784650325778 0.088335335254669203 0.15661765635013583 -0.017321646213531491 0.12988153845071795 0.058876652270555503 7.1384699344635019 0.26557263731956487 0.041393667459487922 -0.0029222350567579265 -0.12501708418130872 0.053524499759078033 -0.010871227364987133 -0.045936236158013337 0.14027817547321322 0.0045914070215076217 0.040994014590978629 -0.025648217648267743 -0.054012592881917947 0.090438950806856169 0.0062704542651772508 0.10059471428394319 4.3757371902465829 0.026792682707309726 0.0025267110904678707 -0.22130203992128369 4.8081026077270517 0.23920843005180362 1.0000000180025095e-35 2.2362152338027959 0.047651378437876708 0.083056926727294936 -0.012022254057228563 0.089666929095983519 0.027059221640229229 0.085312459617853179 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 23 6 5 -5 7 -4 28 10 11 12 13 22 26 -16 18 -18 20 -20 -13 -22 25 -2 -25 -10 27 -15 -1 31 -31 -30 -33 37 -35 -36 40 38 39 -34 -37 43 -43 45 -45 -8 right_child=2 -3 3 4 -6 -7 41 -9 9 -11 -12 16 -14 14 15 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 30 -32 32 33 34 35 36 -38 -39 -40 -41 -42 42 -44 44 -46 -47 leaf_value=-0.00069861536133189613 0.012806152359677657 0.013842922212384272 0.0023862061594911196 -0.0065908941490887907 0.034396196396751261 0.016068031175570055 0.00041585600432425611 0.025526663478906756 0.00044016914398457521 -0.00090110206309045081 0.015840358539256784 0.011337262159095536 0.02683910492576402 0.013498815347704123 0.0038848793420684824 0.028935827381042004 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48 3809 110 316 66 144 35 46 724 62 56 47 160 128 51 42 internal_value=0.000173189 -3.90347e-05 0.000893642 0.0023283 0.0128842 0.00448368 0.0017985 0.00839614 -5.25071e-05 0.00078388 0.00220107 0.00197686 0.00474239 0.00348257 0.00682082 0.0140818 0.00130056 -0.00204179 0.00189689 0.0101502 0.00161247 0.00135023 9.40622e-05 0.00046946 0.000418117 0.00666141 0.00363397 0.00628451 -0.000231653 8.629e-05 0.00873947 4.29208e-05 0.00111643 0.00346067 0.00709044 0.0125951 0.00802197 0.000785423 -5.38167e-05 0.00629941 0.00436082 0.00138326 0.00672781 0.00101043 0.00700927 0.000624409 internal_weight=188258 145422 42836 9774 466 336 9308 550 145282 25628 13920 13696 2690 2546 1282 390 11006 1666 9340 310 9030 8794 1264 33062 32926 360 892 670 119654 71186 354 70832 14532 4522 1918 962 738 2604 2460 528 596 8758 570 8188 494 7694 internal_count=70853 54961 15892 3511 153 118 3358 177 54921 9534 4936 4872 953 903 441 127 3919 617 3302 103 3199 3127 462 12381 12333 116 314 221 45387 26807 117 26690 5368 1559 617 301 235 942 896 172 200 3181 207 2974 179 2795 is_linear=0 shrinkage=0.04 Tree=112 num_leaves=47 num_cat=0 split_feature=198 91 70 149 78 108 28 159 123 210 9 177 73 294 103 55 0 300 238 281 167 204 17 245 304 27 263 177 286 27 126 133 285 39 26 238 169 112 318 280 107 55 179 64 264 99 split_gain=18.1694 46.8344 28.0576 25.8354 24.3393 21.0813 20.6388 21.7397 47.6051 27.1878 19.9515 47.7031 19.0931 15.514 15.1842 14.7858 14.6851 17.2284 16.7283 16.1864 18.5854 29.9901 16.3237 15.1182 26.0212 32.2168 14.296 13.1611 19.9303 14.2243 13.0304 19.7118 24.8262 12.3894 12.3049 16.1993 11.907 11.7222 10.9476 15.2124 23.3498 11.6965 10.8238 16.4687 10.7648 20.3028 threshold=0.027461788617074493 1.0000000180025095e-35 3.5408543348312382 -0.14246512949466703 3.65057384967804 -0.024774029850959774 0.75847700238227855 0.0093678170815110224 0.14415400475263598 -0.048357209190726273 0.22264957427978518 -0.0076517742127180091 5.4402484893798837 -0.0159087935462594 -0.038011856377124779 8.3266377449035662 41.500000000000007 0.065083865076303496 0.0016551230219192805 0.0031776507385075097 -0.13524395227432248 0.0041221212595701226 8.5000000000000018 -0.018641619011759755 -0.0091904914006590826 6.7454340457916269 -0.058500045910477631 0.022607045248150829 0.018808932974934581 5.8285415172576913 0.080185562372207655 -0.0043559819459915152 0.01933043543249369 0.4160588830709458 9.5000000000000018 0.016159689053893093 -0.079335704445838914 0.01763219386339188 -0.0062345487531274548 0.0044641692657023677 0.15605068206787112 6.4369511604309091 0.11521830782294275 0.19924645125865939 -0.017053245566785332 4.9015574455261239 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 14 6 33 9 12 -8 13 -12 27 -11 15 -1 42 19 -19 -18 21 -21 23 24 25 37 -24 34 29 -29 -25 -32 -33 44 35 -9 -26 -22 39 -7 41 -41 -16 -44 45 -5 right_child=1 -3 -4 5 -6 38 7 8 -10 10 11 -13 -14 -15 16 -17 17 18 -20 20 22 -23 26 30 36 -27 -28 28 -30 -31 31 32 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 43 -45 -46 -47 leaf_value=-0.0003683919324885731 0.015349906870817885 -0.00081865214554903225 0.018545802209151568 0.015636279825825949 0.01204576970039682 -0.00035735323404948073 0.015468457492598491 0.0025792448914585191 0.026739516665065098 0.0065838246986246185 0.020967184219883278 -0.0032914499113284256 0.020020922832972521 -0.00035286555822064631 -0.0006817973683459136 -0.0026131936450562933 4.4218478012166141e-05 0.017326247874666884 -0.00079626581078017509 0.022514350875760571 0.00055986183283335354 -0.0034950349742174148 0.011851096565672067 0.00077084798464215044 0.012073602289294398 0.027504644409104276 0.0004317220724759849 0.0023268471773186584 0.02228427936699217 0.017134405979818672 -0.00062179748250621434 0.0047568953780652698 0.022314472728519861 0.010559958756539992 -0.00076251068141530546 0.015842666234732804 0.00098333860180988518 0.012847586005688909 -0.00042595700171746929 0.0003199222140025868 0.020412076615518138 0.0087638860644243446 -0.0012363748392926718 0.017893461335421076 -0.0012361082409076802 -0.0019901139916720725 leaf_weight=48934 234 12890 168 184 266 1258 252 490 188 626 268 250 142 2910 25030 5192 49452 190 142 164 234 124 176 4712 178 164 19534 430 150 136 442 390 192 182 764 210 1152 264 5838 636 154 446 166 126 2366 240 leaf_count=18675 75 5063 44 56 81 463 76 161 60 201 86 97 35 1037 9633 1988 18580 53 53 54 79 46 58 1724 63 46 7243 147 41 42 167 129 44 49 282 55 406 78 2171 224 51 127 61 41 893 92 internal_value=0.000154508 0.00103276 0.00232119 0.00217168 -2.09656e-05 0.00200066 0.00325937 0.00447209 0.00743045 0.00274632 0.00195188 0.00927557 0.00585626 0.000876694 -4.1492e-05 -0.000583767 0.000243939 0.000517154 0.00959594 0.000477975 0.00125159 0.0113425 0.00114527 0.00270327 0.00570467 0.0121786 0.000534287 0.00492485 0.00936571 0.00590879 0.00166013 0.0057475 0.0105774 0.000477531 0.00274805 0.0065752 0.00247556 0.00708653 0.000521787 0.00273956 0.00588934 0.0038054 -0.00059235 0.00705118 -0.000183724 0.00567787 internal_weight=188636 31412 18522 18354 157224 18120 9788 6816 2510 4306 4054 518 2322 3536 156958 54126 102832 77510 332 77178 27726 288 27438 7728 1992 662 19710 2180 716 566 5736 1024 582 2972 1464 700 1330 498 8332 2494 1236 1082 25322 292 2790 424 internal_count=70930 11628 6565 6521 59302 6446 3410 2320 823 1497 1421 183 763 1238 59221 20663 38558 28823 106 28717 10137 100 10037 2736 672 203 7301 728 230 189 2064 340 173 1090 498 216 469 157 3036 865 402 351 9735 102 1041 148 is_linear=0 shrinkage=0.04 Tree=113 num_leaves=47 num_cat=0 split_feature=98 3 69 27 126 270 205 248 128 103 251 18 201 125 162 114 257 194 316 27 148 107 158 267 294 253 285 129 233 239 154 192 288 129 292 98 141 307 164 233 158 183 118 257 200 125 split_gain=19.963 29.456 27.7775 33.6562 39.947 33.5574 44.6444 26.4584 25.2628 29.2995 33.3294 42.392 21.1733 19.6217 18.2222 17.7749 33.6327 21.268 17.5477 17.176 21.4949 23.6634 47.3241 27.2088 39.6209 21.4392 20.228 17.5185 19.9116 15.9923 22.2446 15.5464 15.1148 14.8911 14.6647 17.9266 25.5268 20.4145 15.4063 14.1219 13.7889 28.8057 16.9288 25.2613 14.6959 15.02 threshold=0.1733457297086716 1.5000000000000002 1.1381890177726748 13.987025737762453 0.054707467555999763 -0.0040308693423867217 -0.0043721892870962611 -0.036603337153792374 -0.084127172827720628 0.07113810628652574 0.00050232105422765027 1.5000000000000002 -0.017522731795907017 -0.10194911062717436 0.066873356699943556 0.15632639080286029 0.023272175341844562 0.028731148689985279 0.011133739259094002 0.18225115537643435 -0.00064489245414733876 0.11504146456718446 0.069602981209754958 -0.00053373011178337027 0.0061380953993648299 0.013690729159861805 0.04571033641695977 -0.095615863800048814 0.017409505322575573 0.00096136124921031307 0.009622644633054735 0.010469200089573862 -0.0016181904939003287 0.16290059685707095 0.01122374599799514 0.54843398928642284 0.030546428635716442 0.0390544030815363 0.019893418997526172 -0.054362233728170388 -0.037218198180198662 0.04371559992432595 -0.084146935492753969 -0.0057123338337987653 -0.0072740407194942227 0.00075575709342956554 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 8 7 -6 -7 -5 9 13 -11 -12 -9 -2 15 19 17 -17 29 33 21 27 23 -23 -25 26 40 28 -21 -14 -31 39 -13 -10 35 37 -37 38 -29 -4 41 44 43 -42 45 -22 right_child=1 -3 31 4 5 6 -8 12 14 10 11 32 18 -15 -16 16 -18 -19 -20 20 25 22 -24 24 -26 -27 -28 34 -30 30 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 42 -43 -44 -45 -46 -47 leaf_value=-8.9431413382665316e-05 0.01359870559739512 -0.0016467940671861959 0.008783459573219984 0.017983834133510703 0.0027881109173611813 0.032975526695055039 0.0088497663162789252 0.012617676284947621 -0.00086316995745259822 0.0034378285966872048 0.030567510623089357 0.014636147810384562 -0.0021307204656139779 0.00094000056861553972 -0.0020457271586800229 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482 51 638 35 80 68 1696 48 52 370 92 40 46 377 2265 65 94 1046 155 220 65 internal_value=0.000146013 0.000865943 0.00126982 0.0019081 0.00626619 0.0138658 0.0201263 0.00301055 0.00148592 0.00459213 0.00971266 0.0168202 0.00144843 0.00206271 0.000998296 0.00141344 0.00638012 0.00358282 -0.000399608 0.00113131 0.00197965 0.00365205 0.00881251 0.00542069 0.0104757 0.00037061 0.00151876 0.00248067 0.0104424 0.00174743 0.00750618 -0.000470509 0.0079938 -0.000554868 0.00179112 0.00301371 0.0104567 0.00194812 0.00116635 -0.00180745 0.00107071 0.0043656 -0.00025541 0.00542394 0.0013317 0.00658419 internal_weight=188436 46438 40008 29272 2584 774 494 1810 26688 3620 1196 560 1640 2424 23068 20300 1090 942 1408 19210 12780 6266 1158 986 624 6514 5210 5108 406 1144 460 10736 342 6430 4702 3618 452 3166 2990 6060 5048 1448 3600 680 1124 484 internal_count=70836 16555 14026 10002 834 227 137 607 9168 1162 366 162 560 796 8006 7004 355 315 496 6649 4310 2059 369 327 196 2251 1769 1690 127 384 148 4024 105 2339 1563 1193 132 1061 1015 2328 1718 452 1266 220 358 138 is_linear=0 shrinkage=0.04 Tree=114 num_leaves=47 num_cat=0 split_feature=98 198 40 102 24 255 182 25 286 27 146 108 147 108 110 140 0 78 229 197 98 98 54 99 49 155 127 180 122 266 236 50 232 0 27 169 309 24 136 219 195 57 206 223 110 103 split_gain=20.049 25.5724 28.158 25.2709 24.1835 21.72 20.931 18.3986 17.4873 16.3296 21.1335 18.6919 20.4632 30.1905 20.2125 39.5953 19.0525 17.2219 14.2232 16.6337 13.4255 22.2725 45.1594 33.9488 19.6607 13.2741 13.0019 19.9326 12.2922 25.8999 19.5571 11.8446 11.4233 10.8981 10.5351 16.1749 10.3012 10.2583 9.92037 19.835 10.8565 28.6599 10.2957 14.9384 20.1595 11.4556 threshold=0.61589598655700695 0.03136140666902066 0.13480062037706378 -0.13750311732292173 60.500000000000007 -0.0093098618090152723 -0.015082470141351221 3.5000000000000004 0.00099464890081435464 7.6296410560607919 -0.16053126752376554 -0.017138700932264325 0.1215222477912903 0.11327548697590829 0.17089204490184787 -0.019201636314392086 167.50000000000003 2.3502402305603032 0.0055981241166591653 -0.035521224141120904 0.59565711021423351 0.5667022466659547 0.035563064739108093 4.4716224670410165 2.6020033359527592 0.12782176584005359 -0.11670013144612311 0.043046165257692344 0.17594251036643985 -0.013260964304208754 -0.0275301169604063 0.085667364299297347 -0.0011444900301285086 519.50000000000011 136.9543151855469 0.022095274180173877 -0.0056757056154310695 51.500000000000007 0.11129346489906312 -0.010177541989833115 -0.095660250633954988 3.5694335699081425 0.029817481525242332 -0.024719535373151299 0.018169051036238674 0.11068650335073472 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 7 -3 -5 6 -4 -2 -8 20 -11 14 34 -14 17 -16 -17 25 19 -7 21 28 23 -23 -22 26 27 37 -1 -30 -31 -32 -9 38 -13 -36 -21 -12 40 -40 41 -28 45 44 -44 -42 right_child=1 3 5 4 -6 18 8 32 -10 10 11 12 13 -15 15 16 -18 -19 -20 36 24 22 -24 -25 -26 -27 33 -29 29 30 31 -33 -34 -35 35 -37 -38 -39 39 -41 42 -43 43 -45 -46 -47 leaf_value=-0.00010015734559046123 -0.0139290394205059 0.02058149173885946 0.0004732343269033907 -0.0061956193244588967 0.01564833251797423 0.012362028964320006 0.0074941109195066141 -0.0076051915177689777 0.022842548205706869 0.01453108067714886 -0.0013756836556888645 -0.0005504689202981758 0.00030002834955579998 0.021311897771379776 0.027081669098790121 -0.003402434839470976 0.014684356765596774 0.012438261565056783 -0.0064535468965289675 0.006531010288967791 0.006892336922968533 0.011898531283057012 0.017081450025099872 -0.014898541933688961 -0.010286336830713212 0.011513587955795405 -0.0018012326478433968 0.019778838542853894 0.013720720967233384 0.011550946297975722 0.012481724598006276 -0.00031970405703965813 0.0040455064534848373 0.011217766193433043 -8.4615752915380462e-05 0.01683189336549152 -0.0037628407186138602 0.010576918933808147 0.016168925608248275 0.00047020052397378969 -0.0014167308941639165 0.022653631026372315 0.0018577279202281471 0.0010471821090761889 0.021614491482321547 0.0022175641747647122 leaf_weight=156158 240 246 260 180 146 244 260 226 220 184 314 12508 292 174 150 260 144 236 310 250 140 128 352 182 438 208 198 146 292 268 120 2612 330 162 246 142 408 180 196 372 5198 124 186 1146 148 1892 leaf_count=59109 102 61 82 64 37 68 72 89 50 60 119 4698 104 49 45 106 42 70 113 69 38 44 82 85 177 74 75 43 96 84 40 956 97 49 87 43 142 62 60 136 2039 40 65 419 40 676 internal_value=0.000161888 0.00324237 0.00163892 0.0109294 0.00360519 0.00422407 0.009619 -0.00469788 0.0145617 0.000106736 0.00106192 0.000960679 -5.10562e-05 0.0081745 0.00216118 0.00960456 0.00306468 0.00177515 0.000924918 0.00346509 -4.07232e-05 -1.87365e-05 0.00729748 -0.00383126 -0.00612069 0.00153363 0.00133025 0.00684644 -4.91574e-05 0.00236935 0.00126028 0.000246945 -0.000695361 0.000962668 -0.000348899 0.00613383 0.000152173 0.00299208 0.000785885 0.00590626 0.00045818 0.00765715 0.000186832 0.00322017 0.0106506 -0.000446726 internal_weight=188816 3320 2748 572 326 1952 740 796 480 185496 24806 24622 13362 466 11260 554 404 10706 1212 902 160690 160112 662 310 578 10470 10262 640 159450 3292 3000 2732 556 9622 12896 388 658 494 9460 568 8892 322 8570 1480 334 7090 internal_count=70958 1046 884 162 101 596 204 288 122 69912 9201 9141 4981 153 4160 193 148 3967 392 279 60711 60496 211 129 215 3897 3823 224 60285 1176 1080 996 186 3599 4828 130 211 181 3550 196 3354 115 3239 524 105 2715 is_linear=0 shrinkage=0.04 Tree=115 num_leaves=47 num_cat=0 split_feature=69 27 98 102 112 251 77 37 246 141 197 231 133 278 201 73 169 79 291 278 65 231 162 118 184 277 169 199 54 321 297 129 154 108 78 151 242 170 137 70 41 280 78 278 101 277 split_gain=22.308 23.8798 27.3432 31.1575 52.296 40.8526 40.6816 39.0964 25.892 27.8368 25.0167 36.718 29.3154 19.8874 19.9645 19.9389 22.9051 19.3572 18.1567 17.3968 17.3539 21.7876 16.6373 14.8015 14.2854 15.2036 15.7006 14.8951 21.1332 17.6163 16.3537 14.2237 14.2735 13.9547 23.6228 13.9436 23.3197 13.5441 14.2171 13.1432 22.5431 12.9688 12.7401 36.4203 12.4038 11.9966 threshold=1.5655440688133242 0.18225115537643435 0.26206894218921667 -0.21571283042430875 0.050846567377448089 0.0044679082930088052 0.76508003473281871 0.12611071765422824 -0.03473475202918052 -0.097861971706151948 -0.055711960420012467 -0.016471977345645424 0.076348617672920241 0.032409548759460456 -0.017852881923317906 4.9938225746154794 0.046027649194002158 2025.5000000000002 0.01932969689369202 0.011833882890641691 5.3254430294036874 -0.024434522725641724 0.10631233081221582 0.0066260206513106832 -0.013825263828039168 -0.016914774663746353 -0.096670933067798601 -0.015037221834063528 0.031612018123269088 0.014770939014852049 0.0034214986953884368 0.078479915857315077 0.0084515432827174681 -0.052286945283412926 3.6242519617080693 0.062393385916948325 0.0021320861997082834 -0.050589971244335168 0.031488558277487762 2.2499048709869389 0.26882718503475195 0.011638544499874117 2.0126758217811589 0.017262237146496776 0.0016183867119252684 -0.027639673091471192 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 39 33 4 8 6 17 -8 -4 -10 11 -5 44 14 23 31 41 -6 20 -7 22 -22 24 -11 35 -26 -27 28 -28 -29 -31 32 -16 34 45 -12 -37 -23 -39 42 -41 -17 -1 -44 -13 -3 right_child=-2 2 3 10 5 19 7 -9 9 13 18 12 -14 -15 15 16 -18 -19 -20 -21 21 37 -24 -25 25 26 27 29 -30 30 -32 -33 -34 -35 -36 36 -38 38 -40 40 -42 -43 43 -45 -46 -47 leaf_value=-0.00038280294138508627 -0.00056809912357697013 0.0041604995002003566 0.015700013459378999 0.018679058270939325 -0.0021712235731785523 -0.0039364157787344436 0.040718632209319337 0.016312573938959775 0.012347727541894359 0.011594039504526039 -0.0046606324671676618 0.0091049700262978827 0.019765547628586108 0.011295221936702729 -0.0030428756281911892 -0.0097372919889726402 0.0031558370161913112 0.015241613941399624 -0.0046774270077719841 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internal_value=0.000177629 0.000431528 0.000834673 0.0024218 0.00524004 0.0119207 0.0168957 0.0250833 0.00238018 0.00136624 0.00120213 0.00610694 0.00283391 -5.53343e-05 -0.00116424 -0.00314156 -0.00933142 0.00780359 0.000396086 0.00190925 0.00105436 0.00464211 4.91345e-05 0.00584642 -0.000333834 0.00113234 0.0021442 0.0014221 0.0090265 0.000392721 0.00749016 -0.000273238 0.00147888 0.0005214 0.00133526 -0.00301063 0.00354495 0.00294709 0.000766708 -0.00024239 0.00612888 -0.0144829 -0.000305087 0.00472624 0.000392768 0.00123011 internal_weight=188510 140630 87992 14504 4380 1312 876 460 3068 2852 10124 1428 1134 2526 2302 1796 568 416 8696 436 7698 1684 6014 506 5822 3762 3248 3044 362 2682 462 1228 1054 73488 23108 2060 414 1480 1118 52638 512 402 52126 792 992 22954 internal_count=70867 52181 32032 4834 1352 368 238 114 984 922 3482 460 381 827 765 618 208 124 3022 130 2635 552 2083 147 2027 1265 1070 1004 103 901 137 410 339 27198 8520 762 141 494 387 20149 170 157 19979 266 340 8471 is_linear=0 shrinkage=0.04 Tree=116 num_leaves=47 num_cat=0 split_feature=98 69 3 28 106 112 226 218 258 323 141 130 40 137 69 73 117 58 243 153 128 50 44 57 131 124 113 217 135 121 317 144 219 108 167 166 205 9 153 303 208 205 124 70 28 40 split_gain=15.8246 22.1663 23.9451 24.7261 28.5281 33.4605 36.4825 30.2148 41.0532 57.7627 26.4868 24.2524 32.8534 36.5657 26.4759 23.0593 22.3649 21.9956 25.6344 23.9968 37.2322 21.7039 23.9384 20.4335 25.9959 23.7112 19.6404 22.5073 32.539 22.4284 23.015 18.9363 18.1623 17.8841 17.6447 20.7219 17.2336 16.2741 15.6097 14.6433 18.1475 20.6068 14.6379 14.5255 13.4284 13.3465 threshold=0.1733457297086716 2.3755387067794804 1.5000000000000002 0.78592070937156688 -0.0032179802656173702 -0.030923254787921902 0.020664650946855549 -0.015476287342607973 -0.010871518868952988 -0.0015811130870133636 -0.036580353975296014 -0.024567632004618641 0.14732788503170016 0.0422598384320736 0.86774221062660228 5.9597148895263681 0.14360398054122928 4.7811324596405038 0.024146768264472488 0.06462085992097856 -0.033606886863708489 0.63959485292434703 0.31507286429405218 3.4498615264892583 -0.11204996705055235 0.12748419493436816 -0.0099970903247594816 0.023424948565661911 0.0013496875762939455 -0.078897409141063676 0.0003982959315180779 -0.038118923082947724 -0.023664092645049092 -0.032617814838886254 -0.094113979488611207 0.080039508640766158 -0.0024689112324267621 0.31339286267757421 0.12240927666425706 -0.0035350349498912688 0.0018334937631152572 -0.0041259073186665765 0.052244365215301521 2.4414010047912602 0.97150975465774547 0.056501198559999473 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 23 21 15 7 8 9 -7 -10 12 13 14 -9 26 34 19 36 31 -21 22 44 24 -2 39 -6 29 -29 30 -28 -13 -25 -12 -14 -36 -19 38 -34 -26 -41 -42 -23 -4 -5 -3 right_child=1 45 43 4 5 6 -8 11 10 -11 33 17 16 -15 -16 -17 -18 18 -20 20 -22 42 -24 32 25 -27 27 28 -30 -31 -32 -33 37 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-0.00130582 0.00326671 -0.00180792 internal_weight=188652 46412 41672 35872 27770 15844 10112 9186 1538 570 968 7648 2982 598 392 5732 2384 4666 632 4034 682 11926 1276 8102 2080 1970 5596 3200 386 2814 452 3352 6022 712 2220 2042 468 5636 5492 1814 1174 556 10650 5800 1098 4740 internal_count=70882 16606 14716 12450 9567 5404 3354 2999 467 165 302 2532 953 175 124 2050 778 1579 194 1385 219 4163 392 2883 708 673 2012 1118 127 991 146 1166 2175 232 732 677 150 2008 1970 629 385 166 3771 2266 343 1890 is_linear=0 shrinkage=0.04 Tree=117 num_leaves=47 num_cat=0 split_feature=5 98 90 91 149 170 103 278 78 283 243 302 142 279 220 24 98 28 264 150 238 107 301 268 189 109 290 187 318 122 37 54 73 73 150 205 290 57 187 211 129 119 279 120 229 1 split_gain=18.5701 20.3221 25.1492 50.5203 25.9843 41.4681 22.7401 22.4888 26.2952 21.8572 21.4618 40.965 20.6149 19.3353 19.134 18.8789 18.9966 19.3836 17.4744 40.5773 14.97 14.7734 13.9874 18.5384 26.659 15.5981 15.1169 16.2588 20.9224 25.4867 16.9982 13.8395 13.8362 15.8518 13.7638 26.3965 13.7425 16.9588 26.1404 13.6629 14.036 15.6958 20.6416 13.4872 13.3658 15.1983 threshold=1.0000000180025095e-35 0.1148311346769333 1.0000000180025095e-35 1.0000000180025095e-35 -0.069648064672946916 0.027014158666133884 -0.041415724903345101 0.018789484165608886 1.8688347935676577 -0.0091126007027924043 -0.046146826818585389 0.012489266693592073 0.1489335894584656 0.012066198978573086 -0.041238740086555474 169.50000000000003 0.8093804419040681 0.9348469376564027 0.066357411444187178 0.029468908905982975 0.00315424706786871 0.23562099039554599 0.016979460604488853 0.025830935686826709 0.019900251179933551 0.12756543606519702 -0.0096557796932756883 -0.022385763004422184 -0.00081556948134675611 0.031442452222108848 0.060380592942237861 0.030155370011925701 5.0336952209472665 4.9522936344146737 -0.11789748817682265 -0.0036768305581063028 0.0016786825726740064 2.8029010295867924 0.033735070377588279 -0.025044240057468411 1.0000000180025095e-35 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internal_value=0.000110329 0.000261708 0.000740331 0.00251178 0.00475184 0.0111253 0.000441671 0.00094583 0.00290892 -0.000667103 0.00246699 0.009098 0.0017724 0.00524042 0.00375144 0.000536154 0.000452191 0.00868522 0.000171091 0.00928406 0.0102558 -4.13311e-05 0.00322154 0.00404591 0.0124034 0.00327583 0.00279155 0.00375007 0.00832462 0.015628 0.00332924 0.00377795 0.000351596 0.000552598 -0.000211872 0.00653867 -0.000776592 0.0021598 0.0075611 -0.00268556 -0.00348361 -0.00068299 0.00321715 0.000494533 0.000420706 0.000665675 internal_weight=187574 163868 76058 10972 6526 884 65086 44742 7724 20344 7458 706 6752 606 5642 37018 36702 442 14442 328 316 14114 5366 4614 388 4226 4066 3522 918 372 546 542 36260 34010 13874 466 4446 1620 590 2250 2112 1216 700 33858 33572 30682 internal_count=70527 61290 27677 3792 2119 286 23885 16193 2706 7692 2629 237 2392 199 1833 13487 13385 123 5349 120 102 5229 1749 1499 114 1385 1339 1145 289 106 183 189 13262 12453 5153 161 1673 576 193 809 768 416 222 12409 12312 11193 is_linear=0 shrinkage=0.04 Tree=118 num_leaves=47 num_cat=0 split_feature=98 198 98 220 103 142 153 142 176 249 205 185 54 263 102 117 160 113 185 113 169 167 121 58 103 286 301 302 183 182 181 233 80 318 318 266 149 60 206 263 185 313 98 122 178 318 split_gain=21.817 28.1575 32.7661 55.0122 30.2224 28.9017 24.3967 36.423 22.6617 20.8811 21.0537 22.8476 22.0674 20.0092 17.8948 17.2914 16.5085 18.5672 26.0894 15.6686 20.5791 18.1417 17.9896 17.1331 17.0767 18.98 14.6798 14.6276 15.8784 12.826 21.4884 22.5115 12.598 12.565 12.3069 12.0259 14.0011 19.2936 12.2956 12.0054 14.6954 15.0984 11.9518 11.7088 14.942 14.0898 threshold=0.26206894218921667 0.029661246575415138 0.28560030460357672 -0.0032660625874996181 -0.030495647341012951 0.16756150126457217 0.11477098613977434 0.041672566905617721 0.13077923655509952 -0.060206033289432519 -0.012457705568522213 0.0015461748698726299 0.040580922737717635 -0.00071103093796409656 -0.34894374012947077 0.020586632192134861 0.011590883135795595 0.069256842136383071 -0.047241320833563798 -0.028698666021227833 -0.11556410789489745 -0.082728974521160112 -0.19762298464775083 5.105656862258912 0.089121766388416304 -0.00053008098620921363 9.7359599749324857e-05 -0.013061637058854101 0.0090286154299974459 0.057941965758800514 0.030118776485323909 0.014878400135785343 0.25000000000000011 -0.029989819042384621 -0.037904182448983186 -0.0018712489400058983 -0.025242434814572331 2.9174053668975835 0.044645652174949653 0.0099308085627853888 0.07330194860696794 0.0030674316221848135 0.33559462428092962 0.0077533666044473657 -0.016633926890790459 0.0018603265052661302 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 14 6 8 -8 19 -4 11 12 -11 -13 -2 26 17 18 -12 21 -21 -6 -22 29 32 -26 -16 28 -28 33 -31 -32 -25 34 -24 42 -37 -38 -39 40 -35 -42 -23 -20 -45 -46 right_child=1 2 9 -5 5 -7 7 -9 -10 10 16 13 -14 -15 15 -17 -18 -19 43 20 22 35 23 24 25 -27 27 -29 -30 30 31 -33 -34 39 -36 36 37 38 -40 -41 41 -43 -44 44 45 -47 leaf_value=-8.674974805151225e-06 0.0086662278604824738 0.029278217854482928 0.01860005379619455 0.00042395081145818844 -0.010249393508377279 0.018215435336449905 0.0030346937362964337 0.027282243935795099 0.015812292689691761 0.022022807083931971 0.012116593979155234 -0.0080348199116663209 0.0058028608880224012 0.010598727318373594 -0.0028892657186720423 -0.0048145670916864879 -0.0027745392425009225 0.0091519530433558528 -0.0073444805415505843 0.012941368206492011 0.01403258216999919 0.0015505414705682362 -9.0100620947186906e-05 -0.0055070549405001577 0.0034583915696550379 0.019688336285318082 0.00070161777618535717 -0.00042233555735473813 0.012782882629264596 0.00092700463391366238 0.0037591780809367575 0.023788476130514411 0.0071925452110891269 -0.00012793194357348231 0.014441350489049345 -0.0028184056959787069 0.012003617518813582 0.00022342784544606139 0.012311004823286262 -0.0036236129222134818 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21.1962 29.0094 20.767 17.4198 24.0373 14.7892 14.6543 17.6281 19.8169 15.8391 15.4086 14.4495 27.0961 14.0942 13.882 21.2615 threshold=0.67324683070182811 0.1205875910818577 -0.010129320900887249 -0.002114377915859222 0.036079630255699165 -0.0007328539213631301 0.05197954177856446 1.5862545371055605 1.2424533367156985 0.068934217095375075 0.0028225872665643696 16.342111587524418 5.5000000000000009 -0.023717120289802548 3.689055442810059 0.84451952576637279 4.3802635669708261 0.026877313852310184 -0.0053025085944682351 0.021823203191161159 -0.00095405746833421279 -0.016008712351322171 0.28085590898990637 0.015607079956680538 0.27416583895683294 0.28560030460357672 0.14511181414127353 5.1445789337158212 0.0076597467996180066 0.0095128044486045855 -0.022058304399251934 1.7005987167358401 0.053817356005311019 -0.050224689766764634 0.024464306421577934 -0.0020094206556677814 0.22421184182167056 -0.0071954298764467231 -0.029312983155250546 -0.14000467211008069 0.02950296085327864 0.066808257251977934 0.00032382128119934356 0.00033450082992203539 0.16756150126457217 -0.0013654493959620593 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 -3 6 5 -5 -4 8 11 36 -11 14 21 -14 24 18 -17 -18 -16 -20 -21 -13 41 -24 -1 26 -26 30 32 43 -27 33 -29 34 35 -32 39 -38 -39 -10 -41 -23 -43 -30 -9 -46 right_child=1 2 3 4 -6 -7 -8 44 9 10 -12 12 13 -15 15 16 17 -19 19 20 -22 22 23 -25 25 27 -28 28 29 -31 31 -33 -34 -35 -36 -37 37 38 -40 40 -42 42 -44 -45 45 -47 leaf_value=5.2639329902128112e-05 -0.010158259605071438 -0.0048726934079571941 0.0072231908208041486 0.012586740916989688 -0.010511826363453014 -0.0015555885434150696 0.021383272391387022 -0.00053646573441182906 0.013811296766241456 0.00015593820910794013 0.025198444562581922 -0.0011336031455632873 0.019126580990976357 0.0012773126189544455 -0.0094215707855147945 -0.00089279767220222159 -0.0011097198311991535 0.018422139403435702 -0.0051354837618718119 0.0125671412384418 -0.0039605287374958158 0.00075970252290292442 0.00055307376611081862 0.021070663963174408 0.0017387335589660214 -0.0028162844182408604 0.028173012805396112 -0.0010107363776361957 0.013970415311053468 0.03027287029557758 0.0092995872125264598 0.012895800837910705 0.012970040758810433 -0.00025760283546139283 0.019752328540339616 -0.0022255857376706689 0.00029328881496594792 0.018286542427596864 0.005105086235796771 0.00061333964898777592 0.013226243231896383 0.019499492011391201 -0.002011969904338128 -0.0019501092570757717 0.017077812352928066 -0.0037607471385957504 leaf_weight=93284 200 310 824 400 198 348 226 46264 150 278 172 2288 296 478 652 12284 212 182 1040 258 314 2554 236 230 202 2376 144 736 202 152 316 348 220 3744 164 406 1132 208 1454 12020 156 194 180 158 176 140 leaf_count=35270 88 103 234 104 75 114 55 18036 53 95 56 866 90 171 266 4626 70 47 414 75 119 907 84 65 81 880 34 266 57 38 100 96 64 1296 50 145 392 52 459 4392 56 57 62 51 58 60 internal_value=0.000171787 0.00385658 0.00507597 0.00662277 0.00254755 0.00601386 0.0102884 0.00012212 0.000323062 0.00176738 0.00976239 0.000141474 0.00217985 0.00811926 2.93574e-05 -0.00115935 -0.000617804 0.00793641 -0.00419029 -0.00206988 0.00350318 0.0013695 0.00305675 0.0107032 0.000202732 0.00172975 0.0127898 0.00129458 0.00631664 0.0139526 0.000291352 0.00177489 0.00221679 0.000936421 0.00597665 0.00282456 0.00152881 0.00414386 0.00676476 0.000935749 0.00077601 0.00183656 0.00916863 0.00699703 -0.000479317 0.0078628 internal_weight=188506 2506 2306 1996 946 748 1050 186000 139420 15570 450 123850 6456 774 117394 14942 12678 394 2264 1612 572 5682 3394 466 102452 9168 346 8822 1468 512 7354 4978 956 4630 886 722 15120 2794 1662 12326 12176 2928 374 360 46580 316 internal_count=70829 773 685 582 293 218 289 70056 51902 5555 151 46347 2302 261 44045 5617 4743 117 874 608 194 2041 1175 149 38428 3158 115 3043 476 146 2567 1687 330 1591 295 245 5404 903 511 4501 4448 1026 119 108 18154 118 is_linear=0 shrinkage=0.04 Tree=120 num_leaves=47 num_cat=0 split_feature=69 70 200 39 145 98 183 27 273 253 166 302 216 310 314 0 56 47 239 73 128 77 215 146 200 219 200 252 248 47 103 77 134 106 170 257 35 29 145 277 98 36 168 98 275 51 split_gain=15.9413 20.3515 20.7142 36.5236 22.7135 18.2227 17.8558 15.5943 15.4134 15.4049 23.1285 14.395 20.2911 17.4444 14.5726 13.1573 13.3299 19.8898 16.0447 13.1137 12.9761 17.2225 46.0969 12.5145 12.45 16.5682 19.0816 12.8403 15.3646 17.7047 13.7393 13.5155 12.0217 12.021 19.5477 27.7232 16.713 31.2138 18.6968 26.8305 16.1178 23.184 13.1298 12.3239 11.4468 11.3637 threshold=2.642444491386414 1.7005987167358401 0.075894542038440718 0.66044574975967418 -0.054951075464487069 0.67324683070182811 0.13411138206720355 16.342111587524418 0.057066429406404502 -0.013347850181162356 -0.087789542973041521 -0.0070236092433333388 0.051097251474857337 0.018460643477737907 0.0058270271401852378 612.50000000000011 4.3630783557891855 6.5330615043640146 0.031132481060922149 5.1029059886932382 -0.047621369361877434 3.2401207685470585 0.011435767635703089 -0.093457862734794603 -0.0093537881039082987 -0.00028426460630726064 -0.010304156690835951 -0.0027033182559534903 -0.019396792165935036 6.6019089221954355 0.1601439714431763 0.10972596704959871 -0.082125429064035402 -0.038309983909130089 -0.087572276592254625 0.0093468702398240584 0.35308790206909185 0.03678726218640805 -0.080888669937849031 0.0073337717913091191 0.44197809696197515 0.11532689258456232 -0.11136402934789656 0.5667022466659547 0.0021113618277013306 2.6735538244247441 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 4 -4 6 -3 15 9 10 -9 12 13 14 -12 19 18 -18 23 20 21 -1 -23 -17 25 26 -11 28 29 -26 -30 -29 -13 45 35 -35 38 -38 39 -36 42 -42 -40 -39 -16 -21 right_child=-2 2 3 -5 -6 -7 -8 8 -10 24 11 32 -14 -15 44 16 17 -19 -20 33 -22 22 -24 -25 27 -27 -28 31 30 -31 -32 -33 -34 34 36 -37 37 43 40 -41 41 -43 -44 -45 -46 -47 leaf_value=0.00056711147741751906 -0.00092505968806856197 0.00087134166330973329 0.016286337143151548 0.022490706248745242 0.00123356197715541 0.013767161523274953 0.014784335670680208 0.019505476558568494 0.014636166734354836 0.0041374080783919106 -0.0030605322672763958 0.0090577759149416195 0.019996118669548341 0.015944925187783836 0.014239905862997358 0.0083949197964117601 0.0018533557997122637 0.01732033095695899 0.014578076564579559 -0.0044693173437003846 -0.00017722841219581373 0.0011912075711549644 0.020794303784049659 -0.00048754583515850109 0.0016133066323052914 -0.0014291611828278444 0.018902993746575593 -0.0011287825668929745 -0.001355353854490004 0.020416558791771004 0.0111439204750196 -0.0086818278166653304 -0.0015744289940504079 4.0536060733230497e-05 -0.0010980110287972771 0.020501738807638371 0.017129651366675637 -0.0011240414434241783 0.0099387124082902928 0.017549263508938952 -0.023760411222632841 -0.00085302024463127402 -0.0026542369299158747 0.011255962578516427 -0.0013716140437901505 0.00017257864922930858 leaf_weight=33634 20480 15660 190 190 1002 180 148 148 146 740 432 204 154 168 194 288 322 226 138 2864 94294 838 248 2082 186 646 172 1944 1222 140 158 470 1000 284 388 168 210 1030 136 180 138 144 4036 146 122 1196 leaf_count=12335 8026 5798 61 59 373 54 44 48 47 244 170 56 43 48 55 88 93 59 45 1144 35665 289 76 765 69 235 50 762 443 36 47 195 372 100 144 48 61 365 38 54 57 46 1584 37 45 444 internal_value=0.000128728 0.000256732 0.00155342 0.00624995 0.00364455 0.00114709 0.00100253 0.000107794 0.00179909 0.00156593 0.00423612 0.0032342 0.0066078 0.00433757 0.00171277 1.02475e-05 0.00260624 0.008252 0.00136984 -4.64642e-05 6.61958e-05 0.000727283 0.0056828 0.000594928 0.000426388 0.00347105 0.0069398 -0.000725531 0.00193012 0.00972606 8.27557e-05 -0.00260233 0.000233063 -0.00137737 -0.000356246 0.00767405 -0.000923787 0.0029633 -0.00199694 0.00483179 -0.00286867 -0.0121074 -0.00224145 0.000421189 0.00822736 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9.34641 11.5903 19.1102 41.2175 11.2722 17.1159 26.149 13.1644 11.392 10.1787 18.8964 9.04079 15.7014 9.32253 threshold=1.0000000180025095e-35 3.9019216299057011 -0.0091952849179506285 0.06531571596860887 0.049863208085298545 3.4811217784881596 0.10148614645004274 0.012504606042057278 0.010798596777021887 -0.15000220388174054 0.0011876182397827508 7.2015435695648202 169.50000000000003 -0.0023093286436051126 0.029895626008510593 136.9543151855469 8.3483567237854022 0.026661005802452568 8.153205871582033 -0.09208198636770247 -0.11462412774562834 2.5000000000000004 0.14996229112148288 0.019536921754479412 0.01130215870216489 9.5000000000000018 -0.036110129207372658 0.02566098049283028 0.15755774825811389 0.014623725786805155 -0.027584092691540715 0.021069674752652649 5.5000000000000009 -0.0030078733107075091 3.5114340782165532 -0.0025429836241528388 -0.09748899936676024 0.096461005508899703 0.0089528337121009844 0.14612155407667163 0.36603526771068579 0.024361706338822845 1.0000000180025095e-35 5.5853724479675302 0.0029852152802050118 0.018479391001164917 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 22 5 6 15 9 8 -8 -5 11 13 16 14 -11 21 17 -12 19 -19 -21 32 24 -24 -3 26 27 -26 31 30 -30 -28 33 34 41 -36 37 40 -39 -38 -34 42 -4 -2 45 -45 right_child=43 2 3 4 -6 -7 7 -9 -10 10 12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 28 -29 29 -31 -32 -33 36 -35 35 -37 39 38 -40 -41 -42 -43 -44 44 -46 -47 leaf_value=-0.00039882922772170544 -0.00072891180599496527 -0.00042968411741462295 -0.00097059077223719554 0.012142515026214646 0.01543895601665461 0.015352439931969835 0.00015076845434983981 0.024522613175473849 0.017334057122024873 0.0010413449955927103 0.00081577029022374071 0.018350695288596463 0.011518668918685766 -0.0016400496552813264 0.020260246714859296 0.011304459044886701 -0.0092098029839430811 0.017515429726821914 0.016386817544698715 0.010697523784078219 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0.000292926 0.00056686 0.00106105 0.00204847 0.000585187 0.00186657 0.00797593 0.00423711 0.0016264 0.00147143 0.0065046 0.00119251 0.00360354 0.00847029 0.000529958 0.00106392 0.00117258 0.00415394 0.00252092 0.00118753 0.000484969 -1.73715e-05 0.00476463 -8.42291e-05 0.000847757 0.00279625 0.0139981 0.00215276 0.00910918 0.00266959 0.00128115 0.0004467 0.00154432 0.00344593 0.0110663 0.000127934 0.00254918 0.0105301 -9.6948e-05 0.0013296 0.00224541 0.007709 -0.000925228 -0.00401027 -0.00216713 internal_weight=188920 165032 118218 64044 20826 43218 20548 776 634 19772 19486 1022 18464 822 426 43058 18238 18048 1928 1702 1564 42880 54174 746 53428 14448 5764 312 5452 606 434 4846 42740 9618 3344 454 33122 2814 372 30308 2442 2890 458 23888 1428 1198 internal_count=70868 61592 43771 23284 7485 15799 7398 252 211 7146 7051 367 6684 305 147 15753 6609 6526 692 625 582 15692 20487 271 20216 5298 2040 104 1936 197 147 1739 15652 3423 1162 145 12229 959 112 11270 847 1017 159 9276 540 449 is_linear=0 shrinkage=0.04 Tree=122 num_leaves=47 num_cat=0 split_feature=28 90 92 98 273 167 150 78 270 148 131 105 25 204 58 50 58 236 142 140 132 103 98 119 155 193 323 132 278 156 131 275 236 153 72 104 211 173 56 316 104 251 221 108 172 105 split_gain=15.047 18.0878 39.8384 23.6681 23.3332 22.0191 21.4188 18.8458 17.2221 20.5614 27.8795 31.7863 34.0038 19.63 17.2317 16.9526 14.8947 14.6373 14.595 15.5247 14.4305 14.4063 15.064 22.8827 23.3388 18.333 17.7405 17.3726 21.7448 26.3356 21.9304 24.5985 20.119 18.5923 13.5425 13.5025 13.2921 12.5773 12.1445 11.6581 11.5026 13.7054 11.4596 16.5904 16.4302 25.2041 threshold=0.63665315508842479 1.0000000180025095e-35 1.0000000180025095e-35 0.11211268603801729 0.066867310553789153 0.088428724557161345 -0.0095862401649355871 3.8176519870758061 -0.012288235593587158 -0.021573762409389016 -0.043391335755586617 0.11956138163805009 2.5000000000000004 -0.00032329953683074558 4.0568656921386728 3.2671492099761967 3.7507059574127202 -0.019321276806294915 0.079342138022184386 0.01622418221086264 0.02562450431287289 0.10581155866384508 0.22421184182167056 0.079710528254508986 -0.12607248127460477 -0.066766303032636629 -0.0037687962176278229 -0.010733481496572493 0.00073209777474403392 0.082056079059839263 0.050150947645306594 0.0021113618277013306 -0.015113571193069218 0.01487839035689831 0.098938774317502989 0.31702601909637457 -0.0078671895898878557 -0.064440384507179246 0.89587974548339855 -0.0056287676561623803 0.13434053957462314 0.00018439840641804042 0.0036893680226057772 -0.21460472047328946 -0.11102960631251334 0.063281651586294188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 7 3 -3 5 8 -7 21 17 14 -11 15 13 -13 36 18 -1 -5 19 -12 -14 -2 35 24 -24 26 -26 40 29 30 -29 -32 33 -30 37 42 -10 -34 -38 -25 -27 -42 -23 -44 45 -45 right_child=1 2 -4 4 -6 6 -8 -9 9 10 11 12 20 -15 -16 -17 -18 -19 -20 -21 -22 22 23 39 25 27 -28 28 32 -31 31 -33 34 -35 -36 -37 38 -39 -40 -41 41 -43 43 44 -46 -47 leaf_value=-0.00063795180234413979 -0.00013232747791272476 0.0011456890385433455 -0.00064816615002373946 0.009471789384968796 0.020037377530288315 0.02144394013981462 0.0031690824565985217 0.01331401830636008 -0.0062751881084787894 0.00098809753202830104 0.00038954631202506274 0.031499371162698242 0.0012743551181349502 0.012207606222894456 -0.011124112627463427 -0.0058065093518108934 -0.0065853302684619275 -0.0034007802209788307 0.018172408076906631 0.012342453619759336 0.017366230761953469 -0.00028124695317655328 0.014961685061052039 0.0023668440499597485 0.017248987622016692 -0.0013508524520307367 0.0029086168218972318 0.0024373238486575075 0.00081107506259756892 0.022477232134703432 0.0050210040866954554 0.024869379464946044 0.0094397067578660485 0.019015316960453256 -0.012106563609976299 0.01215292309513015 0.013067605439198727 -0.0020511931331042266 0.0023205564923837289 -0.0070474534381967666 0.01377896209332076 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0.00133478 0.00111922 0.00995039 internal_weight=188850 166096 20686 11846 5810 5656 414 145410 5242 4258 2716 1826 746 370 1542 1080 22754 984 896 730 376 145238 37808 7534 6630 6372 554 5818 3174 1592 1428 410 1582 362 1220 30274 1376 1048 1146 904 2644 334 30120 11142 10930 326 internal_count=70769 61978 7533 4113 1905 1854 119 54445 1735 1385 852 559 211 101 533 348 8791 350 276 229 110 54393 14028 2573 2227 2158 171 1987 1047 490 446 117 557 107 450 11455 462 382 365 346 940 103 11410 4191 4121 119 is_linear=0 shrinkage=0.04 Tree=123 num_leaves=47 num_cat=0 split_feature=98 112 122 135 28 58 27 177 40 27 150 103 27 121 144 320 175 302 106 110 126 153 110 185 260 237 182 45 196 129 166 179 282 0 98 43 267 219 105 318 292 117 101 296 99 289 split_gain=15.7254 26.6049 26.8291 35.0539 34.3116 55.6322 31.2006 46.711 34.595 21.9231 24.6225 19.2935 21.0543 20.4955 25.7138 24.9514 18.6139 18.4944 22.06 17.9783 17.8118 17.1177 17.267 19.4889 16.2975 17.0307 16.0156 15.8569 29.4392 15.8198 40.015 15.4338 18.902 20.1858 17.2349 20.933 16.4989 14.3873 14.3856 14.2968 14.2772 13.3127 13.485 16.7081 13.1468 13.0535 threshold=0.22421184182167056 -0.044119337573647492 0.011899759992957117 0.0558876320719719 0.94461485743522655 2.9698544740676884 1.0739294290542605 -0.0016112411394715307 0.2535777240991593 13.225457191467287 -0.11453087255358695 -0.13558316230773923 0.44317708909511572 -0.060440901666879647 -0.018023028038442131 -0.0083542754873633367 0.01625128369778395 0.0059737353585660466 0.02644835785031319 -0.0075908042490482322 0.060746906325221069 0.009791079908609392 0.11373124271631242 0.076167553663253798 -0.030742353759706017 -0.023282719776034352 -0.018479796126484867 0.042197220027446754 0.047571368515491493 -0.092597074806690202 0.061934240162372596 -0.021006673574447628 0.017945018596947197 433.50000000000006 0.5667022466659547 51.500000000000007 0.010065662208944561 -0.010790617205202578 -0.093482948839664445 0.0036169848171994094 -0.062427872791886323 0.094037324190139784 0.025719502009451393 -0.018483364023268219 4.7916412353515634 -0.007902766112238167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 27 11 9 6 -6 37 8 -8 10 -4 -3 40 14 26 -16 -9 18 -11 -7 44 41 23 24 -23 -26 -14 28 -2 30 -12 -31 33 34 36 -36 -33 -5 -27 -38 -13 42 43 -15 -17 -39 right_child=1 2 3 4 5 19 7 16 -10 17 29 12 13 21 15 20 -18 -19 -20 -21 -22 22 -24 -25 25 38 -28 -29 -30 31 -32 32 -34 -35 35 -37 39 45 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-4.9763525211763069e-05 0.00066474640308367692 -0.0034113239255473783 0.013716856054638569 -0.0097633913254796586 0.029697124298442814 -0.0018181466662446077 0.02925202820867424 -0.0092589766731679107 0.0056476899031658624 0.0040575882248847419 0.0018849371950886344 0.01912775826781004 0.0067516538260496538 0.012393181104574524 0.01959116776577962 -0.0051309708639263587 0.010492046063495727 -0.0013428284598856557 0.019250610788452898 0.014365102216464034 0.016435176039869721 -0.0078062400118463996 -0.0053835828409373333 0.016678440856261991 0.014710892504118533 0.012449778359197923 -0.0076833934996971163 -0.0012344083572874939 0.020661498978240603 -0.002632247784836581 0.024361511618860306 -0.00049035554929247245 -0.0043280163623055489 0.015118248614745262 0.018382867699767946 0.0028686632991569943 0.0017078256707299838 -0.0065169001307680413 0.0011632620679235229 0.01584297125979426 -0.0017928580205223135 -0.0082992186182861156 -0.0031503879275918008 0.00080269158628266479 0.0080740775816580818 0.0051312104972101097 leaf_weight=155150 536 1858 244 202 254 222 240 182 170 306 696 52 230 236 312 228 130 244 306 216 184 172 278 212 248 220 262 9396 150 2126 154 2696 756 194 206 426 274 206 992 196 3450 336 1124 1242 254 600 leaf_count=58953 180 691 74 81 71 77 62 75 49 99 234 20 69 66 96 88 39 86 75 64 46 68 103 60 76 60 107 3452 41 767 41 956 296 53 57 127 91 81 344 52 1285 134 410 419 81 184 internal_value=0.000119348 0.000909188 0.00165645 0.00305694 0.00731861 0.0148406 0.00430298 0.0106439 0.0195024 0.00188651 0.0012325 0.000331659 0.00102516 0.00236699 0.006523 0.0102722 -0.00102216 0.00796572 0.0116731 0.00617718 0.00588367 0.00115856 0.00389521 0.00529624 0.00380836 0.00518106 -0.000935295 -0.000805602 0.00506092 0.000836401 0.00598101 0.000199471 0.00146771 0.00256611 0.00192114 0.00794656 0.000716207 -0.000244905 0.00322054 0.0076236 -0.00147684 -0.000818678 0.000150113 0.00266053 0.00183002 0.00214976 internal_weight=188368 33218 23136 11246 2422 692 1730 722 410 8824 7968 11890 10032 6530 1470 978 312 856 612 438 666 5060 2122 1844 1632 1460 492 10082 686 7724 850 6874 4748 3992 3798 632 3166 1008 1212 470 3502 2938 2602 1478 482 806 internal_count=70640 11687 8014 3791 783 212 571 225 111 3008 2748 4223 3532 2227 487 311 114 260 174 141 215 1740 711 608 548 480 176 3673 221 2674 275 2399 1632 1336 1283 184 1099 346 404 143 1305 1029 895 485 169 265 is_linear=0 shrinkage=0.04 Tree=124 num_leaves=47 num_cat=0 split_feature=128 98 69 28 102 18 99 102 215 154 279 145 152 283 70 216 9 208 302 263 115 21 27 110 289 182 58 126 289 122 105 124 313 290 319 149 72 150 270 73 73 50 198 163 279 250 split_gain=14.5602 16.5301 16.0676 18.6256 18.5436 30.5337 47.6053 29.9251 36.2212 18.2228 28.0369 14.9714 46.6165 14.5283 14.3903 13.6726 17.4176 17.6629 11.5334 22.9617 11.396 12.2769 15.4693 15.4169 18.8335 25.9075 19.6646 15.4486 20.3716 14.4328 12.1176 26.6427 11.5786 50.4316 11.2938 14.4423 11.2753 10.91 17.1796 15.3958 10.9435 10.5385 10.3987 35.0044 10.2221 14.7583 threshold=-0.043942205607891076 0.084080018103122725 0.85246309638023388 0.56768208742141735 -0.13137797266244886 1.0000000180025095e-35 5.1561734676361093 -0.25838392972946161 0.0083879856392741221 -0.100173681974411 0.0079915318638086336 -0.070549942553043352 0.064401358366012587 0.00062718382105231296 4.2268071174621591 -0.0051680896431207648 0.078471887856721892 0.037306826561689384 0.0018549273954704406 -0.045537250116467469 -0.0036761127412319179 -0.12940952181816107 0.20122106373310092 0.09783626347780229 -0.028063548728823658 0.019170178100466732 4.9280247688293466 0.13821013271808627 -0.014085633680224417 0.2104943469166756 0.16998301446437838 -0.065264578908681856 0.03443203121423722 0.012433812487870457 0.00056623146519996237 0.029200423508882526 0.19241206347942355 0.023991709575057033 -0.049080209806561463 5.7120797634124765 5.7186696529388437 3.7266583442687993 0.19660134613513949 0.075256496667861952 0.033455295488238342 0.01428209198638797 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 6 7 8 -5 10 -7 12 -11 -13 20 41 17 34 -6 -20 21 -2 44 27 25 -25 30 29 -29 32 -26 -32 37 -34 35 36 -17 40 -39 -40 -24 -15 -21 -44 -23 -46 right_child=14 2 -4 4 18 9 -8 -9 -10 11 -12 13 -14 15 -16 16 -18 -19 19 42 -22 22 23 24 26 -27 -28 28 -30 -31 31 -33 33 -35 -36 -37 -38 38 39 -41 -42 -43 43 -45 45 -47 leaf_value=-0.00037629658193075936 -0.00041012711864044316 -0.0019094808604478042 -3.4999254967452941e-05 0.0054108533863983458 0.00022149741453447738 0.0023522732167873743 0.027968170941077376 0.00035998006282791104 0.028227728587182272 0.0022227885160489495 0.023303781480578607 -0.00086133237877599432 0.025190557455275694 -0.0011029393949073601 0.011324654775006431 0.0053672688822361666 0.016991256067617089 0.016443588491642114 0.014987502302405096 0.001374799205441393 -0.0005214325979782657 -0.00073466763131888231 -0.00029817255194140255 0.0038613623975615797 0.0010705868681367523 0.024204132513102123 0.015020062627820924 0.016825332308391398 0.0024812714581568269 0.012024882464749474 -0.0040872192679189184 0.015524398113117401 -0.00011559865946750072 0.019128541868127007 -0.0016797760830669806 -0.002661941245062166 0.018226581421765413 0.012432690130193854 0.00087245737828787161 0.01416697828294514 -0.0095746199534711054 0.0098619599987126005 0.0016558128976126314 0.023655713654018397 0.0014586756887977825 0.014883797457254173 leaf_weight=17446 28730 2064 12674 314 8298 264 184 638 172 704 166 2744 176 1188 174 326 190 164 228 4580 67198 12518 11960 272 3290 158 192 212 620 174 180 286 970 280 566 218 164 226 5506 142 206 158 496 150 1088 148 leaf_count=6757 10861 790 4775 95 2969 88 50 219 44 230 49 978 48 418 57 95 53 44 68 1616 25705 4817 4424 94 1129 47 50 64 224 61 66 89 355 82 195 83 40 69 2039 41 87 49 168 45 386 50 internal_value=8.4884e-05 0.000637924 0.0011184 0.00172363 0.0020632 0.00355173 0.00916116 0.0060603 0.0135273 0.00250658 0.0104758 0.00198571 0.00683972 0.00123761 -0.000138226 0.00317387 0.0056388 0.00412806 0.00116071 0.00258938 -0.000153155 0.000215343 0.000682964 0.00128214 0.00343469 0.011375 0.0025672 0.000817669 0.00615206 0.000589343 0.00192681 0.00795656 0.000485574 0.00420693 0.00253105 0.00589495 0.00969956 0.0002275 0.00164302 0.00120915 -0.000456019 0.000190539 0.00204571 0.00679282 -0.000391939 0.00307695 internal_weight=188802 54272 36826 24152 22088 8336 1308 1124 486 7028 430 6598 880 5718 134530 2974 1628 1438 13752 5454 134356 67158 38428 24674 4378 430 3948 20296 832 19464 3756 466 19290 1250 1274 708 490 18040 5874 5648 12166 1346 5226 646 13754 1236 internal_count=70763 19966 13209 8434 7644 2778 408 358 139 2370 137 2233 278 1955 50797 977 510 457 4866 1897 50740 25035 14174 8921 1475 141 1334 7446 288 7158 1284 155 7097 437 413 218 135 6660 2149 2080 4511 467 1829 213 5253 436 is_linear=0 shrinkage=0.04 Tree=125 num_leaves=47 num_cat=0 split_feature=122 78 75 152 98 239 0 282 141 60 100 296 138 256 50 262 185 295 120 286 106 111 198 313 126 113 129 142 176 108 281 320 300 174 236 218 111 263 125 45 193 231 218 121 130 9 split_gain=12.7402 13.4606 11.7458 15.8405 11.8773 17.0568 17.4213 20.2025 22.7846 19.6426 25.2041 30.8156 33.9472 28.0829 25.2656 24.347 21.8145 15.5122 13.7784 14.4832 17.5555 47.1963 15.0801 14.2915 16.0154 13.7689 13.7269 13.5377 13.1675 21.508 12.637 12.1728 13.0853 12.4737 11.9538 24.7537 14.2779 11.7128 10.8596 10.6584 10.3385 12.2896 13.4946 10.4351 10.0829 9.94772 threshold=-0.0091952849179506285 3.65057384967804 1.0000000180025095e-35 0.11750040203332902 0.1733457297086716 0.027118863537907604 36.500000000000007 0.0078814434818923491 -0.1365508437156677 1.4978661537170412 0.072716206312179579 -0.014217104762792586 -0.052232384681701653 0.0024616891751065855 2.0451412200927739 -0.0014789518900215624 -0.044109081849455826 -0.0047001370694488278 -0.023847806267440316 0.020462610758841041 0.142118975520134 0.067198198288679137 0.014991345349699261 -0.025874106213450428 0.059756159782409675 0.037948474287986762 -0.16041941940784452 -0.0038543408736586566 0.038826268166303642 -0.047542922198772423 -0.020439494401216503 -0.0014927672455087302 0.029424218460917476 -0.07784757018089293 0.0086477361619472521 -0.018948435783386227 0.099464509636163725 -0.044008085504174226 -0.12549610435962674 0.26396031677722936 -0.012915339320898054 -8.3221097156638266e-05 0.0026132726343348627 -0.0077865161001682273 -0.10963841527700423 0.22264957427978518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 38 -2 6 45 8 -8 10 14 -12 -13 15 16 -14 -10 -18 19 20 28 22 -22 24 -20 -19 -9 -16 30 -30 -11 40 33 -33 37 -36 -37 -25 -4 -7 41 -28 -43 -42 -40 -6 right_child=1 -3 3 -5 5 39 7 26 9 18 11 12 13 -15 27 -17 17 25 23 -21 21 -23 -24 34 -26 -27 31 -29 29 -31 -32 32 -34 -35 35 36 -38 -39 44 -41 43 42 -44 -45 -46 -47 leaf_value=-0.0002775699572702987 0.00018242338398462141 0.0095261093611731136 0.0068136554663298567 0.010078399723226375 -0.0014189664344217013 -0.0049171733095989666 0.0133682582238034 0.012563231122409198 0.015630154856193214 0.013520694522929371 0.022222108954793953 0.019821248746083844 0.015519748692771038 -0.0099112849958962017 -0.00069810663633805548 -0.0054928476140446904 -0.0086858265351697894 -0.0017262693325788277 0.0026946984857540456 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internal_value=8.67719e-05 0.000383065 0.000360442 -0.00199998 0.000437081 0.00117876 0.00147484 0.00200425 0.00294704 0.00266814 0.00611891 0.0104072 0.00657082 0.00159925 0.0017853 0.00808285 0.00573606 0.00111034 0.00192311 0.0037208 0.00462729 0.0107983 0.00408267 0.000703837 0.00681828 0.00596313 0.00021619 -0.00766991 0.00334454 0.00743808 0.00159479 -5.2464e-05 0.00154606 0.000933095 8.00148e-05 0.00356197 0.00121983 -0.00092935 -0.0026416 -0.00240489 -0.00193214 0.00103459 0.00572987 -0.00380336 -0.00323307 -0.000741468 internal_weight=188826 104138 103882 3266 100616 25716 23754 19174 12554 12228 2170 1090 824 600 1080 384 762 520 10058 4064 3552 610 448 5994 554 348 6620 318 2942 880 2062 6480 3502 3296 5440 1222 1046 4218 3102 1962 2978 1152 502 1826 2920 4580 internal_count=70785 38587 38507 1245 37262 9030 8287 6607 4265 4170 673 319 248 192 354 108 241 178 3497 1368 1178 197 154 2129 185 108 2342 113 981 274 707 2302 1193 1128 1944 423 369 1521 1197 743 1109 408 169 701 1132 1680 is_linear=0 shrinkage=0.04 Tree=126 num_leaves=47 num_cat=0 split_feature=66 62 0 98 239 149 120 278 78 282 109 294 205 180 0 293 78 156 181 113 189 156 282 310 41 141 314 180 248 222 142 257 65 122 106 248 81 246 127 37 142 242 109 289 222 192 split_gain=12.3249 21.8853 13.9515 13.7448 17.2038 17.6619 31.9163 15.8168 19.974 18.5586 17.7368 17.4204 26.7281 37.363 15.0376 16.7167 26.0748 25.277 40.2574 31.2928 16.6337 18.8659 16.4331 14.5803 14.5199 18.8684 34.1684 39.7926 27.6888 19.9653 14.9482 14.8755 14.6427 14.3764 17.4606 17.0368 17.9896 14.2061 22.7257 13.4443 13.2165 21.9612 17.13 14.1353 14.5776 14.1502 threshold=1.0000000180025095e-35 9.8775286674499529 28.500000000000004 0.10423688963055612 0.025557824410498146 -0.15271603316068647 0.080252297222614302 0.023793741129338745 2.2499048709869389 0.01462278049439192 0.28122380375862127 0.023541721515357498 -0.00089770398335531343 0.0071814274415373811 95.500000000000014 -0.014298024587333201 3.0201274156570439 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31 -33 33 34 35 -37 -38 38 -40 -41 41 42 43 -45 45 -47 leaf_value=-0.00091001160046157159 -0.00043570534675995478 0.0070965376404807864 -8.1122026737557847e-05 0.0020648508133519795 -0.0012927988539077971 0.00024788007764185846 0.02415491166011411 -0.00049331006665202088 0.015615440222321364 -0.00090816226173801636 0.014866676682593838 0.0017489729553549771 0.004340762388555036 0.029824995689406365 0.00090719842135906224 0.013762330157477732 -0.012336649641866598 0.001606246749042151 0.026142030873008676 0.022683226637347464 -0.0049373759081843887 0.014829726747973136 -0.001585339439765573 -0.0021471342226657589 -0.0023587052410823481 0.0026166779103432127 0.028785609607833895 -0.0038217578148936936 0.0099805869777534629 -0.00079539907059673898 0.0034694378139873659 0.018710908118416282 -0.00024653245398215145 0.0007986499332404192 0.01836697643703274 0.0010257687031651457 0.0038441748293485934 -0.0027693450170200922 0.019721081370399112 0.012808129988758771 0.017535380121030494 0.014108686849708956 0.011577886802411822 -0.0039828497862853859 0.00043581747311985213 0.012091518911735091 leaf_weight=15372 59272 744 54918 364 5682 18806 146 2602 188 9276 148 524 206 166 374 172 220 1916 184 152 282 266 2264 478 1914 1526 242 238 262 2168 312 152 2304 980 346 312 226 214 230 150 166 190 288 548 1410 188 leaf_count=5890 22506 206 21103 126 2101 6801 47 947 54 3444 48 178 75 49 127 50 90 656 60 46 109 83 834 171 723 511 67 87 77 762 104 40 830 350 89 104 73 75 59 37 47 59 94 216 485 54 internal_value=4.22149e-05 0.000260428 0.000220968 0.000373881 0.000798969 0.00102282 0.00842357 0.000950891 0.00280185 0.000690897 0.00109356 0.00241632 0.00757806 0.0157622 0.0010376 0.00186797 0.00129973 0.0045003 0.00890331 0.00592837 0.00314459 0.00670786 0.0015076 0.00135944 0.00191262 0.00331345 0.00690007 0.0104848 0.0190491 0.00190362 0.00431764 0.00849183 0.000536796 0.0018667 0.00447749 0.00855032 0.0126457 0.00466283 0.0099062 0.00366745 0.00155734 0.0034693 0.00257311 0.00166721 0.00331015 0.00181378 internal_weight=189088 129816 129072 113700 58782 53100 510 52590 6476 46114 36838 6288 896 372 36690 17884 14710 3174 1258 1074 922 640 14490 14318 12054 5972 1684 1206 504 4288 702 464 6082 4168 1864 884 572 2120 594 364 5392 2790 2624 2434 1886 1598 internal_count=70744 48238 48032 42142 21039 18938 173 18765 2258 16507 13063 2204 302 124 13015 6214 5133 1081 425 365 319 210 5043 4993 4159 1990 546 375 144 1444 231 144 2169 1446 616 266 162 682 171 112 1902 955 908 849 633 539 is_linear=0 shrinkage=0.04 Tree=127 num_leaves=47 num_cat=0 split_feature=69 70 122 200 198 131 131 57 168 39 140 57 259 128 108 74 55 57 226 210 308 114 276 109 176 175 319 134 198 279 182 146 24 73 213 121 251 151 142 205 110 123 189 54 248 170 split_gain=15.5308 19.547 19.1048 16.3128 36.548 20.2591 16.011 15.3137 14.9786 22.5516 13.4606 22.6225 41.5418 18.5561 24.7206 13.4215 12.8432 13.9733 11.85 18.5362 14.8542 11.6182 14.1291 11.0431 10.969 13.2793 15.2718 10.7126 18.9346 18.2173 21.2323 28.9163 12.2336 10.2625 11.5503 9.98731 23.957 16.3979 9.31301 9.09734 8.98879 10.9502 19.9882 28.4245 12.8777 9.42815 threshold=1.5862545371055605 0.89587974548339855 0.09539347887039186 0.075894542038440718 0.19660134613513949 -0.064788065850734697 0.16891551762819293 4.5485858917236337 -0.11960728466510771 0.16508241742849353 -0.041425304487347596 5.3867835998535165 -0.011761243455111979 -0.10571631044149397 -0.06598819792270659 1.0000000180025095e-35 8.106363773345949 5.7186696529388437 -0.0022327513433992858 0.048550970852375037 0.032199006527662284 0.16409467160701754 0.0042438919190317401 0.14427131414413455 0.018985662609338764 0.059688085690140731 -0.02028609253466129 -0.094453305006027208 0.022631321102380756 -0.018483952619135376 0.026149902492761615 0.0013052336871623995 13.500000000000002 6.4899642467498788 -0.0039314061868935815 -0.12517058849334714 -0.014555891510099171 -0.064902324229478822 0.030884059146046642 -0.0041259073186665765 0.093212403357028975 0.12949331104755404 0.0089276921935379523 0.048032211139798171 -0.0099983052350580675 0.019192080944776539 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 7 5 -5 8 21 9 -4 11 24 -13 14 -12 27 17 -17 -9 20 23 35 -23 -20 -10 26 -26 28 38 30 31 -30 -31 40 -35 36 -3 -38 -1 -7 45 -42 43 44 -43 -29 right_child=-2 3 6 4 -6 39 -8 18 10 -11 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 33 29 32 -32 -33 -34 34 -36 -37 37 -39 -40 -41 41 42 -44 -45 -46 -47 leaf_value=0.0012625439068940573 -0.0005348919361227221 0.019170124428025608 0.01886519226070045 0.015529263417664411 0.02317888533662666 0.010237134781422888 0.014780316783987975 0.00093678340866187166 4.412033561277446e-05 -0.000544514928659704 0.015809630537232503 0.023442007741958797 0.0011459160757561525 -0.00025371334210858465 0.0017941479316470707 -0.0018743531486648754 -0.0070569783472665794 0.011419754328584313 0.0020560049235740811 0.018021484922279011 0.014446157097880696 0.0011391374333599819 0.016023112049866357 0.011415968758550511 0.01515962314285688 0.015247744030045892 0.0014566576298485237 6.8671631227224265e-05 0.0044216864934622062 0.01255057859152817 -0.0021995566460262439 0.025125047810864533 0.0013178384674234511 -0.0089497719468419716 -0.00010891894171121818 6.3786629449441167e-05 0.01390273268890861 -0.00054373579703109428 -0.0017528308433118484 -0.00011280038980831615 0.00051015360691425459 0.013286146367234844 -0.0023906312222771731 0.024324469782558145 -0.0009267967237379923 -0.00085684955095711936 leaf_weight=4842 47254 144 190 184 164 156 142 2044 2058 192 268 232 314 8994 802 2592 776 132 1816 164 202 258 168 226 148 166 1030 47760 212 170 156 220 1676 446 502 14392 148 804 2476 1010 14692 160 368 152 278 27896 leaf_count=1727 18287 46 51 50 50 54 47 682 751 68 84 60 103 3297 275 1000 300 44 604 44 57 91 50 63 44 47 363 17860 72 55 60 62 606 183 177 5374 48 302 952 377 5342 50 142 40 107 10656 internal_value=9.32021e-05 0.000302333 0.000101912 0.00140186 0.00540635 0.00323176 0.00146136 0.00110392 0.00132895 0.00913358 0.00111554 0.00309465 0.0106452 0.000338931 0.00531605 -8.53969e-05 -0.00252061 -0.00122619 0.00317741 0.00507817 0.00412461 0.000523688 0.00703265 0.00309701 0.00188005 0.0046892 0.00318965 -1.81686e-06 0.0012589 0.00431429 0.0104399 0.0149987 0.00235851 -0.000135097 -0.00427327 0.000344215 0.00402322 0.00171438 0.00024221 0.00127951 -9.20852e-05 0.000780505 0.00492179 0.00947908 0.00428358 -0.000272595 internal_weight=189176 141922 120042 21880 1514 1350 14536 20366 14394 382 14012 3948 546 10064 1070 105506 3500 2724 4452 2408 2244 15914 426 2042 3402 1344 1178 102006 9752 2434 588 432 1846 92254 948 15488 1096 952 7318 1166 91306 15650 958 590 438 75656 internal_count=70804 52517 44625 7892 531 481 5190 7361 5143 119 5024 1368 163 3656 359 39435 1344 1044 1450 768 724 5911 141 667 1205 454 407 38091 3534 855 194 134 661 34557 360 5770 396 350 2679 431 34197 5681 339 197 157 28516 is_linear=0 shrinkage=0.04 Tree=128 num_leaves=47 num_cat=0 split_feature=5 98 128 28 77 162 140 129 101 158 107 143 202 56 192 313 143 122 222 119 56 300 119 231 126 160 141 36 235 139 196 77 305 186 252 116 28 116 245 310 77 324 193 65 102 116 split_gain=15.6961 14.2998 21.2243 24.3119 22.2937 28.9318 26.9369 44.5767 21.2276 19.463 60.7857 65.0153 26.0873 19.3915 17.7291 32.0922 18.9595 17.4615 16.8148 15.4338 15.2731 15.624 15.272 21.5685 14.8483 14.6131 14.3062 12.4106 15.0007 14.0211 16.1033 14.0106 13.0132 13.8543 15.7417 15.924 16.0782 12.3326 12.2281 11.7013 11.3473 10.2665 12.5466 9.94969 9.7998 19.7485 threshold=1.0000000180025095e-35 0.22421184182167056 -0.032764393836259835 0.61230221390724193 3.2401207685470585 -0.016066785901784893 -0.095242049545049653 0.075756806880235686 0.0075940480455756196 0.06504980102181436 0.087680540978908553 0.065424792468547835 -0.019314396195113655 5.1445789337158212 0.075119301676750197 0.0013552529853768649 -0.15023687481880185 -0.0076092728413641444 -0.0050433326978236428 0.059377435594797141 4.0517470836639413 0.049339462071657188 0.0090339668095111864 -0.0050504105165600768 0.16345749795436862 0.12731639295816424 -0.12419267743825911 0.29495361447334295 -0.052776373922824853 -0.089337177574634538 0.012096664868295194 2.2374835014343266 -0.0084561891853809339 -0.045010898262262337 -0.00047774612903594965 0.10473863780498506 0.88014084100723278 -0.13877433538436887 -0.048669582232832902 -0.011376951355487106 1.1010629534721377 -0.0226328931748867 -0.012915339320898054 5.1676349639892587 -0.34502495825290674 0.045836942270398147 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 6 -6 7 8 -5 17 13 12 -12 18 16 -16 -8 24 22 27 21 25 23 -11 38 26 -19 28 -18 30 -30 32 39 -34 35 36 -35 -22 -4 -31 -21 42 -39 -38 45 -28 right_child=-2 2 9 4 5 -7 14 -9 -10 10 11 -13 -14 -15 15 -17 19 20 -20 40 37 -23 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17.0341 12.7508 11.7498 28.0974 16.2187 16.1523 38.7759 12.0482 16.146 20.4109 13.2703 11.9383 11.6684 12.0113 13.154 11.5962 15.9699 threshold=0.67324683070182811 1.0000000180025095e-35 -0.05689974129199981 -0.015728455036878582 0.00068642196129076194 0.004436756484210492 0.028809130191802982 0.75542113184928905 0.001621528994292021 1.0000000180025095e-35 8.2360229492187518 0.027907637879252437 59.500000000000007 -0.25000000000000006 -0.039476782083511346 1.0000000180025095e-35 1.0000000180025095e-35 0.11144049093127252 0.02971811126917601 0.035433351993560798 -0.052286945283412926 0.02710619289427996 0.00057870364980772148 3.9019216299057011 5.7349567413330087 0.020856570452451709 0.0083879660815000551 0.044888556003570564 0.061500934883952148 0.0011757701868191364 -0.0021012201905250545 0.60355338454246532 2.1383330821990971 0.17919787764549258 -0.042756963521242135 0.028360364027321342 -0.0038271090015769 5.5000000000000009 0.17550148069858554 0.044437004253268249 0.15821206569671634 2.2563894987106328 -0.027014000341296193 -0.023933125659823414 0.0078826905228197592 0.049933981150388725 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 6 -3 -4 7 -6 8 -5 -2 15 11 13 -13 14 -11 30 17 -17 19 25 21 22 -21 -24 27 28 -27 -22 41 -30 -1 36 33 34 35 -33 40 -38 39 -39 -32 42 43 -19 45 -36 right_child=1 2 3 4 5 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 18 -20 20 24 -23 23 -25 -26 26 -28 -29 29 -31 31 32 -34 -35 44 -37 37 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.00042040499663805554 -0.0045726937865546357 0.015128939040117752 -0.0081941488233223479 0.0081854889718404253 0.0060232708107082634 0.021354629583231848 -0.010026708069225078 -0.0039024117090973994 0.0074353438615798947 0.011795216526537505 -0.0080508142747755702 0.022502623322718546 -0.0035585757503325301 -0.002954754644483385 -0.0010374049429774732 0.00046954355482303186 -0.00091926427691310338 0.013987376998683708 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411 91 1611 965 internal_value=9.3768e-05 0.00378186 0.00662705 0.00453915 0.00675883 0.0136858 -0.00173894 0.000907164 0.00178859 4.35493e-05 -0.00188196 -0.000736168 0.00692287 -0.00159763 0.00233695 9.24078e-05 0.000912847 0.00213713 0.00406223 0.0036329 0.00655485 0.0116222 0.0177261 0.0249642 0.00276566 0.00197306 0.00571383 0.0103316 0.000471202 0.00536521 -3.1266e-05 0.000299435 0.00127929 0.00104939 0.00091885 0.00740429 7.55605e-05 0.000598979 0.00284815 0.00232692 -0.000452351 -0.000970467 0.000842242 0.00631561 0.00066153 0.00135448 internal_weight=189600 2546 1680 1350 1150 526 866 624 608 187054 4628 3904 394 3510 900 182426 23896 14324 6648 6396 2316 990 562 356 1326 4080 1168 376 2912 662 158530 85700 15938 15646 15488 590 69762 35030 4456 4298 34732 2250 1612 458 14898 10752 internal_count=70912 787 490 407 333 139 297 194 192 70125 1782 1490 145 1345 330 68343 8820 5068 2202 2124 746 311 173 104 435 1378 364 118 1014 205 59523 32074 5845 5763 5716 209 26229 13019 1584 1535 13210 809 554 143 5507 3896 is_linear=0 shrinkage=0.04 Tree=130 num_leaves=47 num_cat=0 split_feature=103 17 116 222 110 58 173 179 282 50 287 80 309 181 305 39 136 256 109 0 232 316 101 145 192 58 9 291 252 134 285 54 273 65 70 291 164 29 112 296 164 145 253 24 308 322 split_gain=12.2929 13.2483 14.0675 32.2248 15.1559 13.0473 13.1313 11.6047 13.7184 10.9674 10.706 10.2162 12.4287 22.4333 18.8563 31.3111 40.9757 17.1657 11.3243 12.2651 14.4206 19.3502 10.5131 12.6357 19.0191 30.0544 39.3504 17.5233 11.1097 9.68901 9.34726 11.7549 9.34125 13.021 9.13737 9.00632 8.9605 8.72252 11.0287 20.4766 24.4646 8.83433 8.87613 8.67139 8.66268 8.50606 threshold=-0.02900329232215881 6.5000000000000009 0.14891973137855533 0.025068026036024097 0.12931561470031741 4.7811324596405038 -0.044828422367572777 0.030904829502105716 0.0012574593420140447 2.1430907249450688 -0.0086174253374338133 1.0000000180025095e-35 -0.01960568223148584 -0.0036723855882883068 0.016574392095208171 0.15411489456892016 0.043057164177298553 0.003089211531914771 -0.064052183181047426 519.50000000000011 -0.00083375407848507155 0.0029643280431628232 0.016846627928316597 -0.066088654100894914 0.0010529062710702421 1.9137557148933413 0.01571113616228104 -0.0067438317928463212 -0.028588884510099884 -0.15520430356264112 -0.026860223151743409 0.057991983368992812 -0.029178348369896408 6.005120277404786 3.4175922870635991 0.051299020648002631 -0.065346889197826372 0.089358303695917143 0.14533952623605731 0.0039229453541338452 0.01558287348598242 0.044033873826265342 -0.00092464254703372706 174.50000000000003 -0.0049662971869111052 0.010230390820652248 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 5 4 10 43 -7 44 -9 -1 -4 32 13 -13 30 -16 17 -17 45 22 -21 -22 23 24 36 -26 -27 -28 -25 -30 -15 -32 33 35 37 -3 -20 38 -11 40 -40 42 -39 -2 -8 -14 right_child=1 11 3 -5 -6 6 7 8 -10 34 -12 12 18 14 15 16 -18 -19 19 20 21 -23 -24 28 25 26 27 -29 29 -31 31 -33 -34 -35 -36 -37 -38 41 39 -41 -42 -43 -44 -45 -46 -47 leaf_value=-6.545865923546046e-05 0.00060842410131497463 0.00032411479917501937 0.0083700259567166743 0.021170137294701168 0.01490861074637166 0.011982316272209501 0.0051647931135814845 0.015422140916673148 -4.6752812619694695e-05 -0.00080818919162217273 -0.0017587666262601166 -0.00056726364089327349 -0.0014955457542268273 0.01018776111780329 0.00022614710164808595 0.0010339180102980718 0.033734877824555247 0.019114075565411077 0.0085277320712647108 -0.00065842854119388448 0.0020230009583533828 0.01687253095731964 -0.00015300711420075961 0.0085222859587195856 0.00031478752846556083 0.027679856428745347 0.014471194220884661 -0.0025940838005931621 0.01004130155377134 0.00038373604688275286 0.00053853411191469086 0.0087492795438593469 -0.00061089282873451735 0.010685227528809573 0.0062034301781853365 0.0099345977973572148 -0.00098396870224317962 -9.2991454436862684e-05 0.0030910305201745868 -0.0047800928816253401 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0.00453574 0.00983262 -0.00216647 -0.00145085 0.000664689 -2.20011e-05 -0.000887718 internal_weight=189606 113648 27288 1214 1040 26074 1492 1192 370 75958 902 86360 49212 5854 3228 830 492 346 43358 32264 976 562 31288 12770 2228 1060 596 384 10542 10256 2398 2164 37148 2780 19120 2540 1168 18856 9748 662 422 9108 6850 24582 822 11094 internal_count=70803 42320 9932 435 374 9497 468 380 105 28483 335 32388 18174 2067 1118 279 154 115 16107 11850 314 171 11536 4667 772 354 184 128 3895 3806 839 762 14214 1028 7216 956 418 7126 3634 221 133 3492 2581 9029 275 4257 is_linear=0 shrinkage=0.04 Tree=131 num_leaves=47 num_cat=0 split_feature=281 128 316 120 106 98 116 70 229 225 72 113 72 244 196 105 192 183 185 104 304 216 134 144 245 248 146 72 5 180 167 20 294 115 60 188 98 28 58 116 98 134 156 65 251 40 split_gain=13.0541 13.4078 33.4634 19.4841 13.3357 23.2724 28.4392 29.6602 29.266 28.3082 35.4533 20.9606 30.8957 72.5067 19.9411 33.519 19.9146 21.7721 19.3441 14.8799 14.1149 14.1032 21.463 15.3645 28.4353 14.6271 13.7753 12.5731 12.1223 10.5931 9.94775 9.39416 11.0789 10.1636 10.0819 11.3275 10.5451 8.99843 20.7635 11.9194 20.2103 16.5182 11.8464 11.3605 22.4427 10.4372 threshold=0.0035037369234487419 -0.15815690159797666 0.032207448035478599 -0.17230158299207685 -0.052886202931404107 0.14115410298109057 0.077327303588390364 1.2424533367156985 -0.00067211591522209335 0.0001878976036095992 0.28266516327857977 0.054299926385283477 0.15068548917770389 0.012716959230601789 0.027514020912349228 0.073948010802268996 0.0015277136117219927 0.09505403041839601 0.053622765466570861 0.048378672450780875 0.0081220767460763472 0.044943174347281463 0.045021830126643188 0.050657954066991813 -0.01796928700059652 0.047170810401439674 -0.17698539048433301 0.1562784090638161 1.0000000180025095e-35 0.060118947178125388 -0.13524395227432248 0.78656607866287243 0.012893068604171278 -0.20081491768360135 2.4414010047912602 0.0030251417774707083 0.27147310972213751 0.79637822508811962 3.1330587863922124 0.16083288937807086 0.48774555325508123 -0.12359014898538588 0.10404200106859209 3.6242519617080693 -0.0015855364035814998 0.42666271328926092 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 26 -6 11 9 -9 10 18 16 14 20 -13 19 31 21 29 -16 -14 23 -23 25 -25 27 -2 -18 37 -8 -28 33 -33 -7 35 -35 -37 38 -3 -39 41 -41 45 44 -43 -40 right_child=4 28 -4 -5 5 6 7 8 -10 -11 -12 12 13 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 30 -29 -30 -31 -32 32 -34 34 -36 36 -38 39 42 40 -42 43 -44 -45 -46 -47 leaf_value=0.023190858327425446 0.017762848245563793 -0.00034269244228225858 0.021139995043084725 0.00098255921869808941 0.00023889748022561303 0.010769495492981326 0.00051295612889545286 0.021406194251085305 0.0037977261459216094 -0.0011147220216921013 0.026411272184859062 0.00039666311612475354 -0.0037039883822625025 0.034862966304475614 -0.0016020813691556899 0.022235417460897272 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166 41 136 1159 54 49 29968 816 49 43 77 36 868 98 42 internal_value=8.18411e-05 -0.000140399 0.00275435 0.00159387 0.000577442 0.000973505 0.00220954 0.00579284 0.0135992 0.00367758 0.0078495 0.00137872 0.00392895 0.0128669 0.00240983 0.00749814 0.000319093 0.00224702 0.00531969 0.00337109 0.00288818 0.00155884 0.0078605 0.000684193 0.00518643 -0.000833536 -0.000340174 -0.00178287 -0.000197002 0.00256364 -0.000408933 -0.00156544 0.00307621 -0.00229524 -0.00261942 -0.00712709 -0.0138023 -4.6123e-05 -0.000663617 0.000162809 0.00256027 0.00183064 -0.00433296 0.00112674 0.00656003 -0.00502895 internal_weight=189630 130922 2510 2362 58708 41008 15286 2876 612 2264 1210 12410 3642 528 3114 882 8768 4334 1066 690 364 4094 498 3596 906 2690 17700 2438 128412 846 17634 4434 602 3832 3740 654 250 111594 28212 83382 3190 3032 2268 2870 506 2144 internal_count=70801 49145 921 881 21656 15022 5371 980 186 794 401 4391 1257 158 1099 297 3134 1503 359 235 116 1429 165 1264 303 961 6634 883 48224 293 6611 1631 207 1424 1398 239 103 41765 10662 31103 1135 1092 894 1043 175 858 is_linear=0 shrinkage=0.04 Tree=132 num_leaves=47 num_cat=0 split_feature=98 77 258 131 253 180 273 44 174 0 73 78 313 211 222 0 302 135 196 98 149 294 98 217 22 258 123 50 57 4 172 136 28 98 133 98 106 102 283 90 70 28 288 26 234 220 split_gain=14.2525 18.6039 20.1587 30.1812 22.2618 19.2174 23.1766 19.2086 14.8862 12.2945 14.702 16.7355 29.6544 51.1584 26.0573 26.4848 16.8466 19.9707 23.8146 16.4439 17.2326 14.0511 14.8877 27.7577 28.2901 21.0027 18.2778 31.4468 13.2524 12.6957 11.6217 13.0206 10.8523 11.4162 15.7878 10.8246 10.7877 10.6758 10.4891 10.2941 15.2833 11.182 13.393 26.0323 10.9946 27.1041 threshold=0.67324683070182811 2.8833409547805791 0.0071535720489919194 0.030456012114882473 0.0026446529664099221 -0.041037255898118012 0.0036762953968718652 0.28280515968799597 0.039128344506025321 962.50000000000011 5.1029059886932382 1.0000000180025095e-35 0.038824299350380904 0.0017471578903496268 -0.04340009577572345 284.50000000000006 -0.03171968646347522 0.081841222941875472 -0.02514117211103439 0.54195025563240062 0.001900529954582453 0.0061380953993648299 0.31661307811737066 0.0041061199735850104 0.6078576147556306 0.0068693577777594337 0.10074619203805925 1.5013541579246523 6.3412404060363778 2.5000000000000004 0.074495565146207823 -0.095741279423236833 0.97377020120620739 0.32980555295944219 0.0029641222208738331 0.38304628431797033 0.028707504272460941 -0.18617930263280866 -0.0067203340586274854 1.0000000180025095e-35 3.2769666910171513 0.61560192704200756 0.046576583757996566 23.500000000000004 -0.047628706321120255 -0.013482031878083943 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 5 4 -4 6 -2 38 -9 10 11 29 14 -14 -13 16 -16 28 -19 21 -21 22 26 24 -24 -25 -12 -28 32 39 31 -11 33 -18 -35 -23 -20 -34 -7 -1 41 -41 44 -44 45 -43 right_child=1 -3 3 -5 -6 7 -8 8 -10 30 19 12 13 -15 15 -17 17 18 36 20 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3.78364e-05 0.00090031 0.000781223 0.00125086 0.00859945 0.00106399 0.00671859 internal_weight=190174 2454 2300 734 502 1566 402 1164 612 187720 185506 172874 5782 372 5410 5176 4898 4600 864 12632 422 12210 8802 1010 600 410 7792 752 3736 167092 2214 1992 3546 2968 402 3408 560 578 552 166930 19548 19330 15610 386 15224 530 internal_count=70855 773 720 207 129 513 109 404 188 70082 69341 64603 2005 124 1881 1804 1717 1626 274 4738 151 4587 3277 315 204 111 2962 278 1352 62598 741 676 1301 1116 145 1310 186 185 216 62555 7226 7157 5683 127 5556 181 is_linear=0 shrinkage=0.04 Tree=133 num_leaves=47 num_cat=0 split_feature=70 126 264 38 183 54 223 317 157 69 279 170 115 50 104 65 24 73 31 110 27 0 113 124 296 27 313 168 323 295 201 117 143 183 229 194 104 141 50 135 112 216 142 29 139 164 split_gain=13.7504 19.4345 18.8251 13.96 19.1377 15.1731 25.4928 40.6304 15.8439 12.1956 17.0945 12.8668 11.7159 14.2176 20.2976 21.4884 11.237 25.8104 10.6997 10.5629 15.5824 18.7114 17.2644 13.615 12.8847 10.558 10.4648 14.1352 9.85648 9.38574 9.25629 11.0255 13.564 9.52841 13.9276 28.8419 9.38725 9.07048 23.3043 9.0615 8.82791 8.17182 19.176 16.3323 29.6128 8.20051 threshold=1.7005987167358401 0.18025390058755877 0.0085049760527908819 0.14586712419986728 0.11827652901411058 0.057991983368992812 -0.0097184604965150339 0.0097047700546681898 0.046195646747946746 0.89920109510421764 0.032706178724765785 0.074778072535991683 0.028370492160320285 3.3986047506332402 0.23319362103939059 2.8029010295867924 171.50000000000003 4.49422311782837 0.20956633985042575 0.050460297614336021 16.342111587524418 211.50000000000003 0.069256842136383071 0.040208017453551299 -0.022438592277467247 15.490514755249025 0.001094243139959872 0.033217690885066993 0.031547373160719878 0.0019131564185954633 -0.0051714561413973561 0.05040144361555577 0.14996229112148288 0.07298769056797029 -0.012102490290999411 -0.03147278539836406 0.27319262921810156 -0.1365508437156677 2.0696749687194829 0.13960546255111697 0.097526058554649367 0.059694344177842147 0.14217440783977511 0.029498782008886341 0.061131160706281669 0.04789878427982331 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 3 -3 4 -2 9 7 8 -7 10 11 -5 19 16 15 18 -14 -18 -15 41 30 24 23 -23 -22 -17 27 -27 -8 -20 31 32 33 37 35 -35 39 38 -21 -33 -36 -1 43 44 45 -43 right_child=1 2 -4 5 -6 6 28 -9 -10 -11 -12 -13 13 14 -16 25 17 -19 29 20 21 22 -24 -25 -26 26 -28 -29 -30 -31 -32 36 -34 34 40 -37 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 leaf_value=-0.00018178233592718523 -0.00054329735834888994 0.0034818404553309855 0.02125178222681259 0.0014794840505707133 0.012727052576966205 -0.00046487069380117307 0.00030662941236660245 0.024309890907706071 0.015817651690957241 0.00043639511250443796 0.014495418356255044 0.012079192052163731 -0.00036395445194671827 -0.019802736862972899 0.012435364795142208 -0.0027895959392608962 0.00097281821931588942 0.020611148104421738 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1477 37 51 internal_value=6.48309e-05 0.000969885 0.00938575 0.00081284 -0.000309286 0.0016744 0.00485369 0.0109452 0.00411253 0.00108999 0.0037942 0.00260322 -6.3073e-05 -0.000499631 -0.00235007 -0.00271583 -0.000300815 0.0047984 -0.0104699 0.000194787 0.000808388 0.00425164 0.0105244 0.00573545 0.00182859 -0.00195808 0.00184876 0.00534896 0.00155218 -0.00692092 0.000577891 0.00107555 0.00166456 0.00153814 0.00477476 0.0104014 -0.000442287 0.00120321 0.00677484 -0.00074255 0.00176965 -6.83142e-05 0.00150431 0.00106376 0.00622892 0.00269779 internal_weight=190052 23532 430 23102 10034 13068 2028 712 472 11040 2148 1934 166520 61834 5998 5854 55836 682 520 104686 31416 1970 548 378 1422 5334 956 562 1316 378 29446 19730 14214 14068 1318 458 5516 12750 450 5340 860 73270 4930 4782 812 670 internal_count=70944 8802 135 8667 3963 4704 712 236 160 3992 726 661 62142 23413 2359 2307 21054 235 216 38729 11352 653 162 117 491 2091 344 189 476 149 10699 7127 5027 4972 453 161 2100 4519 137 2042 292 27377 1805 1753 276 239 is_linear=0 shrinkage=0.04 Tree=134 num_leaves=47 num_cat=0 split_feature=98 138 114 105 220 256 139 111 126 128 109 102 302 168 100 276 242 58 149 193 215 115 315 198 168 77 44 149 214 313 77 56 163 184 77 183 295 78 184 137 112 98 219 171 299 285 split_gain=11.7645 19.2596 23.8584 19.6229 40.4424 66.3716 30.2929 19.4551 24.8292 19.259 18.7788 19.1723 19.4332 25.93 20.3009 17.0972 24.0472 16.9822 16.0048 16.9019 29.3322 17.4439 18.2626 16.9562 15.9696 15.545 15.0487 14.1669 13.5313 13.4229 12.7052 14.802 12.4489 12.4324 24.2804 12.175 11.9838 22.0666 48.1765 30.9423 19.6482 20.8232 18.9455 12.8023 30.0795 13.2115 threshold=0.14115410298109057 -0.010189510881900786 -0.064721804112195955 0.1343379616737366 -0.0050564645789563647 -0.0242173857986927 -0.036030722782015794 -0.012867561541497706 -0.04626576974987983 0.070765316486358656 0.023458258248865608 0.28594315052032476 -0.029168411158025261 0.041596140712499625 -0.1956604719161987 0.012770959176123144 0.046661153435707099 0.56029561161994945 0.020387502387166027 0.0014296844601631167 0.040045816451311118 0.029303006827831272 0.01317541813477874 0.35695692896842962 0.14612155407667163 1.5671101212501528 0.11004717648029329 -0.11430901288986205 0.010960473679006101 0.021687270142138008 1.938261926174164 4.2268071174621591 0.065800845623016371 -0.034256648272275918 0.24501375108957293 0.033883590251207359 0.00042492269130889332 0.89587974548339855 0.051918245851993568 0.083344016224145903 0.012982223182916643 0.25100150704383856 -0.051863165572285645 0.096507340669631972 0.01498353620991111 0.094610873609781279 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 10 5 -5 -7 8 -6 24 18 12 13 28 -14 27 17 -17 30 20 21 22 23 -20 36 -21 -9 -16 -12 -19 33 -32 -8 34 -4 -10 37 42 39 40 41 -39 -3 45 -45 -38 right_child=1 9 3 4 7 6 32 26 35 -11 11 -13 14 -15 15 16 -18 29 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36 -37 43 38 -40 -41 -42 -43 -44 44 -46 -47 leaf_value=-0.00017940980838015982 -0.00080534231643705453 0.015129270403520436 0.0012129387836454942 0.029711609726732081 0.017301345094017786 0.019310804051859528 -0.00071749032460323328 0.0090119698166457648 -0.0023725992537864293 -0.0020782244976275681 0.00093444011421925431 -0.001066859295551487 0.016474838473115649 0.023993980705060741 0.012376391546522881 0.012939606181318217 0.020164683789014815 0.00015727567105066207 0.0012398688828544043 -0.0018466632287309909 0.021272391694709191 -0.0018247750108330932 0.01463851496771415 0.015555025623862151 0.01030725114607057 0.0085124068603860421 -0.0046133500950098156 0.00095928720244846714 0.01511094815520026 0.01063124188052317 -0.0034488860631853679 -0.019326985738835893 0.012136422368436078 -0.001397751350090747 0.018788444486847761 0.010991176936208017 -0.0010807109991130351 -0.0048088440371526252 0.02276833469647143 0.015597370004598996 -0.0080709916241367124 0.013885001357134224 0.000397796290817011 -0.00013281688785430083 0.01982593163940477 0.0093049682826552554 leaf_weight=123234 6960 140 1536 234 218 208 568 152 392 6644 326 1666 174 164 180 302 174 944 846 1674 158 672 306 156 252 268 852 4438 160 246 616 110 152 4402 136 150 12926 184 226 216 372 196 14930 484 160 198 leaf_count=46759 2552 46 552 69 61 60 208 48 132 2518 109 635 57 48 60 91 55 328 287 635 51 252 83 46 82 82 326 1533 46 73 226 49 44 1667 42 47 4795 68 63 54 142 52 5371 182 48 69 internal_value=5.19311e-05 0.000480841 0.00124211 0.00187322 0.00492883 0.0107195 0.00590374 0.00111041 0.0059346 -0.000128143 0.00141809 0.00279482 0.00369996 0.0102879 0.00303539 0.00266069 0.00613321 0.00448442 0.000307692 0.00228798 0.0047408 0.00341154 0.00610109 0.00348186 0.00029974 -0.000413445 -0.00254364 0.00140689 0.00562305 0.00232959 -0.000880643 -0.00587793 0.00200918 -0.000282468 0.0026529 0.00133929 0.000215426 0.000950568 0.00618265 0.00229088 -0.00154684 0.00484438 0.000535646 -0.000652996 0.00484893 -0.000923327 internal_weight=189702 66468 29540 22580 2926 1162 928 1764 760 36928 19654 8774 7108 650 6458 6284 1666 1492 10880 4080 2138 1980 1308 1002 30284 1942 1004 4618 486 1190 6800 726 720 6074 1672 542 30032 16264 1194 968 752 380 15070 13768 644 13124 internal_count=70803 24044 10554 8002 995 381 312 614 240 13490 7007 3035 2400 203 2197 2140 547 492 3972 1436 719 668 416 333 10972 717 374 1593 155 401 2536 275 252 2261 594 179 10890 5796 379 316 262 120 5417 5094 230 4864 is_linear=0 shrinkage=0.04 Tree=135 num_leaves=47 num_cat=0 split_feature=251 112 251 314 172 240 55 179 24 171 201 126 183 70 279 301 78 148 278 317 219 72 153 1 242 141 210 229 39 112 180 192 307 58 17 109 45 39 141 272 137 228 45 138 292 140 split_gain=13.3958 12.5703 17.1381 38.5876 20.9005 10.7436 22.3036 37.9933 36.7267 22.3851 17.3644 29.7847 18.5094 15.6407 16.9354 14.2176 12.8681 27.035 11.0223 10.6438 10.2468 13.1645 13.047 24.101 12.4942 10.8443 16.1905 10.0758 13.8859 24.758 14.6797 30.0235 11.7412 10.6712 8.07195 11.3149 9.14859 33.0417 11.1646 13.9899 8.75938 13.5257 8.69914 7.85508 7.42967 9.07806 threshold=-0.028864566236734387 -0.0076900580897927276 -0.024711048230528828 0.023954665288329128 -0.057935979217290871 0.0012516280985437336 7.3780713081359872 0.11521830782294275 171.50000000000003 0.13126143068075183 -0.021086885593831536 -0.07234048098325728 -0.0037062559276819225 1.2424533367156985 0.030500759370625023 -0.021275547333061692 1.8688347935676577 0.0044453917071223268 -0.00044045117101632053 -0.019415085203945633 0.014138790313154461 0.13770497590303424 0.11148465424776079 4.7050054073333749 0.053208095952868469 0.097974121570587172 0.0079708276316523569 -0.0026201347354799505 0.42750579118728643 0.015808404423296455 0.08657782152295114 0.028249369934201244 0.010633634869009258 4.2917141914367685 4.5000000000000009 0.23489883542060855 0.020413363352417949 0.28249204158782965 -0.1365508437156677 -0.0014790549175813792 0.18729117512702945 -0.002019516308791935 0.69212990999221813 -0.070821948349475847 -0.020123873837292191 0.024565825238823894 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 34 3 4 -3 6 27 8 9 10 11 -8 18 16 15 -15 20 -18 -13 -17 22 -22 24 -24 25 44 -27 28 30 -30 33 -32 -31 -4 35 36 37 43 39 -38 42 -42 -36 -2 -12 -46 right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 13 12 -14 14 -16 19 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 32 31 -33 -34 -35 40 -37 38 -39 -40 -41 41 -43 -44 -45 45 -47 leaf_value=-0.0024558524751146912 0.0084047391960261082 0.017189228699254475 0.00020755342006117771 0.024506932393439325 0.00073521094085710688 -8.9121688795366693e-05 0.019902523235957089 0.016971672993854405 0.019163618047330817 0.017325229206076868 -0.0037448041390396951 -0.0068272009142440896 0.01011533602579936 0.011350326906150201 0.014229284906798825 0.010748181070845861 -0.0036127860066683397 0.016145599425836588 0.0060535238843524098 7.2402042505568674e-05 -0.0018269047108667859 -0.014928132057051969 -0.0012067232523113489 0.020593451651519743 0.0087981957489589487 6.165656817124533e-05 0.013350720364288646 -0.00021405843704319923 0.015876605834388775 -0.00013458354501836409 0.0010343333391054938 0.01788366335117993 0.0092655713862710293 0.010840649117831311 -0.00048122977553543563 0.011117001188375195 0.014958026670228218 0.018860409462081337 -4.1636695511302216e-05 -0.00031764401640833878 0.013901971479962496 -0.0044821890301204158 0.0068915514144430425 -8.4497852298884017e-05 0.0011852228235691516 -0.0021271727369646569 leaf_weight=3308 204 138 11630 142 1110 46628 208 270 192 142 970 298 332 266 238 168 206 238 164 1290 1354 134 184 144 264 396 232 25324 266 820 592 236 286 152 69942 160 180 192 13992 204 164 104 256 1168 3808 2028 leaf_count=1410 68 41 4379 41 407 17214 62 81 60 45 387 109 98 81 69 58 71 67 44 441 519 59 64 42 90 132 72 9588 85 286 216 78 93 48 26381 56 60 56 5138 74 54 48 90 456 1348 778 internal_value=6.70251e-05 0.000111568 0.000415071 0.00482431 0.00256695 0.000353402 0.000743955 0.00214491 0.00184166 0.00158563 0.00141134 0.00646613 0.00292567 0.000985928 0.00424924 0.00286403 0.000342604 0.0069909 -0.00225162 0.00130906 3.16391e-05 -0.00301595 0.00059696 0.00839759 0.00026354 -4.06899e-05 0.00498441 0.000261816 0.00112367 0.00494376 0.000707673 0.00585258 0.00230237 0.00034564 -0.000242016 0.000566036 0.000459439 0.00336374 0.000143261 0.00686308 -0.000426644 0.00677768 -0.000454245 0.00118295 -0.000505028 3.40038e-05 internal_weight=190724 187416 100850 1390 1248 99460 52832 13526 13256 13064 12922 1002 794 11920 1962 1724 9958 444 462 1458 9514 1488 8026 328 7698 7434 628 39306 13982 1372 12610 828 1106 11782 86566 16100 15940 1564 14376 384 70466 268 70198 1372 6806 5836 internal_count=71144 69734 37253 489 448 36764 19550 4777 4696 4636 4591 313 251 4278 649 580 3629 138 153 499 3491 578 2913 106 2807 2717 204 14773 5185 464 4721 294 379 4427 32481 5908 5852 580 5272 134 26573 102 26471 524 2513 2126 is_linear=0 shrinkage=0.04 Tree=136 num_leaves=47 num_cat=0 split_feature=17 98 220 322 157 186 221 110 180 312 100 183 262 74 55 112 241 104 77 299 317 116 246 266 60 62 24 160 194 149 106 45 98 121 221 215 114 210 273 53 129 240 240 106 299 55 split_gain=12.7638 14.9947 20.0535 25.2004 34.4212 18.8694 24.5279 18.6719 15.0062 14.1811 25.1169 36.2529 30.5151 12.344 15.0478 20.2677 11.6373 10.5611 10.8549 10.3428 21.5177 22.8259 21.8853 10.3279 10.248 12.0455 13.7993 9.29788 15.3138 9.06941 9.04059 18.8261 12.0978 24.1791 37.7618 25.1565 28.9906 22.3024 29.0234 21.8198 25.7983 22.8041 25.2572 19.3609 16.6832 15.7528 threshold=4.5000000000000009 0.15694439411163333 -0.040112027898430817 -0.0025196932256221767 0.0012233490124344828 0.091263040900230422 0.014546792488545181 0.02788563817739487 -0.030703152529895302 -0.023437608964741227 -0.052472490817308419 -0.0037062559276819225 0.0020430744625627999 1.0000000180025095e-35 7.25382423400879 -0.058831587433814996 0.084959629923105254 -0.28500604629516596 4.9853744506835946 0.013424233533442022 -0.0064318815711885682 -0.0069960281252861014 0.0039947058539837607 -0.0074111062567681065 8.0911679267883319 10.227905273437502 99.500000000000014 0.0023554051294922833 0.053289934992790229 0.03067039139568806 0.023001536726951603 0.69212990999221813 0.22701166570186618 -0.046724326908588402 0.029465393163263801 -0.033042659983038895 0.040636098012328155 -0.050914097577333443 0.0013204135466367008 0.89587974548339855 0.10918290540575983 -0.0010494298185221849 -0.0066181751899421206 0.25480137765407568 -0.0069255849812179795 7.9893910884857187 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 9 7 -7 -5 10 -4 -12 -13 24 -15 -16 17 -11 19 23 21 22 -21 -19 30 -26 -27 28 -17 -22 -2 32 -32 34 39 36 -35 38 -37 40 41 42 -34 -39 45 -43 right_child=13 2 5 8 -6 6 -8 -9 -10 16 11 12 -14 14 15 27 -18 18 -20 20 29 -23 -24 -25 25 26 -28 -29 -30 -31 31 -33 33 35 -36 37 -38 43 -40 -41 -42 44 -44 -45 -46 -47 leaf_value=0.00017857522972284233 -0.00022235972381594047 0.02641376061068065 -0.0018007755282285968 0.01060995529095332 0.0035165463805112034 -0.0059809889653415398 0.023048606261097154 0.014517219901084899 -0.0040497084860090567 0.010015418936256628 0.00011214360411441516 0.028181940848560637 0.0050795009207425627 -0.00037190547243991375 -0.015107192188014307 -0.0034017201588241331 0.011636138887249476 -0.0033587574491926093 -0.0089350831868191868 0.0057259071874977349 -0.0034513205505297853 0.0003364464317940157 0.022156846884525187 0.0004885398388346148 -0.0021115919028777443 -0.003245433060247362 0.010439717480740974 -0.0074028041339564404 0.010776526188584649 0.0042732448451606713 0.00014082986822881049 0.012347677126879942 0.0038595485451172729 0.0014813866853700141 0.023462697201606 0.019340929193283195 0.022642700896107936 -0.0012872423084006053 -0.0049951569262401078 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0.0098576 0.00370188 0.00545713 0.00415284 0.00876704 -0.000852363 -2.87562e-05 0.00701615 internal_weight=189978 36450 12254 898 420 11356 432 288 478 10924 1164 690 376 153528 3932 1474 9760 9610 9430 9230 2024 938 528 7206 149596 6240 478 1192 700 1086 143356 60882 60672 9144 2664 6480 436 6044 328 2500 2048 1890 898 5716 992 348 internal_count=70813 13241 4201 301 134 3900 146 110 167 3754 378 209 106 57572 1508 565 3376 3337 3289 3207 682 295 150 2525 56064 2374 147 438 240 387 53690 22753 22686 3164 884 2280 140 2140 104 836 664 615 263 2036 352 110 is_linear=0 shrinkage=0.04 Tree=137 num_leaves=47 num_cat=0 split_feature=5 26 253 57 142 110 110 181 199 105 273 201 160 306 199 73 4 73 286 122 143 267 57 78 223 39 110 54 116 307 70 101 45 56 238 156 281 267 248 117 43 243 166 116 72 204 split_gain=13.1282 11.9749 18.0939 32.6153 44.8747 28.5921 22.291 15.5757 13.8242 14.0244 12.6439 12.4017 13.6052 10.0019 8.98873 24.3084 9.41423 9.2188 11.3539 8.03768 11.0303 32.1684 10.775 10.2182 8.91454 9.5162 19.339 22.7119 19.4769 24.1208 16.2797 23.0799 16.2366 13.3405 25.1941 13.2428 31.6073 12.3506 11.6099 12.2472 14.7345 16.5799 22.343 9.42274 8.73001 8.45963 threshold=1.0000000180025095e-35 1.5000000000000002 -0.012584535405039786 3.4811217784881596 0.080818280577659621 0.11020097136497499 0.19097708165645602 -0.076019287109374986 0.092341810464859023 0.053400397300720222 0.050323665142059333 -0.018017089925706383 0.052616514265537269 0.0037366963224485521 0.22887821495532992 4.7749040126800546 2.5000000000000004 6.4899642467498788 -0.022242400795221325 0.0046756882220506677 0.14996229112148288 0.010259983595460655 5.0139575004577646 3.5408543348312382 0.02333175111562014 0.3550050705671311 0.17089204490184787 0.036360757425427444 -0.16036877036094663 0.00082044018199667345 2.2499048709869389 0.080860514193773284 0.16676484048366549 5.3156630992889413 -0.0066297124139964572 0.10949117690324785 0.0036738979397341613 -0.0043056518770754329 -0.0018301185336895285 -0.014627315104007719 19.500000000000004 -0.0076882110442966214 -0.025221968069672581 0.16523540019989016 0.26040761172771459 -0.0022576927440240975 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 8 7 -1 9 -5 11 12 13 -4 16 -16 17 19 -19 20 -3 22 -22 24 25 33 28 -28 29 -27 35 32 -32 45 -35 38 -37 -36 39 -30 -41 42 -42 -40 -26 -21 right_child=-2 14 10 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 23 21 -23 -24 -25 44 26 27 -29 30 -31 31 -33 -34 34 37 36 -38 -39 43 40 41 -43 -44 -45 -46 -47 leaf_value=0.010972971094743855 -0.00073761318382974074 -0.00016734129795659838 -0.0010468760206842037 0.0022005671380900078 0.029385455786806985 0.021826752260042603 0.016465530666297881 -0.00083250086359540202 -0.0024409099438320596 0.01808447394646755 0.011004686370158993 -0.00031621769387616414 0.015248740479795251 0.0083892549774461419 0.0001526971554676563 0.015084136117670578 0.0097503120442452434 0.0050587791687166182 -0.0051111075467434684 0.00097658300220680228 -0.0013887020486529247 0.020736891555653253 0.011323160002397937 0.0097038561644042353 -0.00036554024897653039 0.0018697762972167634 -0.00087477087094310971 0.01515047882142722 -0.0008611321626313831 0.022180665048732048 0.011712988719153099 0.01924061994952821 -0.0028720476310301448 0.017257704009843427 0.0087129491344279629 -0.00033187400194233801 0.02275335740167778 -0.0039621310347356256 -0.0013041700900054659 0.01448329129661019 0.017784010355217823 0.00036377140067166548 0.0023002113434592731 0.0061359792799795965 -0.0056734511249067685 -9.8667629014059178e-05 leaf_weight=196 24280 78978 492 226 158 156 144 1936 370 146 178 7074 158 282 646 238 162 212 1004 18886 616 156 128 190 10246 232 236 352 1462 156 194 178 326 214 200 282 142 316 5342 190 240 1362 392 286 520 30796 leaf_count=68 9294 29579 178 69 47 44 44 726 133 43 63 2653 49 83 233 61 51 66 396 6967 244 54 38 63 3811 78 82 94 531 48 57 49 129 59 56 103 43 116 1993 55 66 477 130 91 208 11446 internal_value=0.000131252 0.000258038 0.00150241 0.00398682 0.00979324 0.00631721 0.00128969 0.000257441 0.00303145 0.00846634 0.000490556 0.000255446 0.00459014 0.00239748 0.000165504 0.0041852 0.000142402 0.000132221 -0.00333537 0.000159871 -0.000117138 0.00428363 0.000810548 0.000464061 0.00043973 0.000624819 0.00166998 0.00872801 0.00128436 0.010072 0.000955451 0.00685114 0.00258133 0.000389022 0.00575337 0.000530454 0.00743485 0.000958041 0.000214023 0.00197209 0.00386822 0.00285 0.00819894 -0.000925059 -0.000622417 0.000310087 internal_weight=190676 166396 11516 3332 1056 898 2276 2132 742 372 8184 8006 932 774 154880 884 153996 153834 1216 152618 79878 900 744 72740 72550 61784 11372 588 10784 388 10396 698 520 50412 730 9698 424 516 9274 3646 2184 1994 632 5628 10766 49682 internal_count=70968 61674 4200 1174 336 289 838 794 245 112 3026 2963 310 261 57474 294 57180 57129 462 56667 29915 336 282 26752 26689 22670 4026 176 3850 126 3724 235 186 18644 231 3489 146 172 3343 1259 728 673 196 2084 4019 18413 is_linear=0 shrinkage=0.04 Tree=138 num_leaves=47 num_cat=0 split_feature=5 219 98 100 36 57 204 223 239 205 222 48 275 262 77 244 309 209 144 209 263 154 98 109 163 191 303 136 233 148 121 248 236 308 147 212 180 244 193 122 101 24 291 295 279 232 split_gain=13.7894 13.1315 17.4933 17.6189 15.6042 21.2233 25.3897 16.2697 32.5345 13.9895 15.5817 30.5626 13.8358 13.6721 33.9439 13.2116 12.7638 14.5413 14.0382 12.4251 11.7977 11.3189 28.4984 15.904 12.4998 11.52 11.1745 10.0927 10.0562 9.74373 19.6067 17.8447 11.2092 9.5235 30.1266 13.0283 10.1145 11.9727 11.6283 9.38897 11.9292 10.4357 19.0324 9.63314 15.1828 15.396 threshold=1.0000000180025095e-35 0.0052167233079671868 0.069344107061624541 0.072716206312179579 0.053483473137021072 3.0677825212478642 -0.064495489001274095 -0.035866269841790192 0.0076038171537220487 0.071165259927511229 -0.039360651746392243 1.2424533367156985 -0.03253845497965812 -0.021880847401916977 1.7300072312355044 0.037230875343084342 -0.028123592026531693 -0.031266527250409119 0.043372552841901786 0.035431552678346641 0.00430584466084838 0.050621798262000091 0.61589598655700695 0.25336785614490515 0.13611847162246707 -0.11322559788823126 -0.041097270324826234 0.0880863592028618 0.041601471602916724 -0.048034124076366418 0.092850983142852797 0.038029868155717857 0.026200494728982452 -0.010233820416033266 0.087492059916257872 -0.0070336544886231414 -0.028736476786434647 0.0052675618790090093 0.0069877433124929675 -0.068290952593088136 0.0057531397324055442 155.50000000000003 0.0082970564253628271 0.0083489981479942816 0.0060150842182338246 0.020625052042305473 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 21 5 16 -7 8 20 10 11 -9 -12 14 15 27 18 -18 -5 39 -8 23 24 -4 25 -23 -14 -6 33 30 31 32 -27 34 35 -28 37 -35 -39 -15 -41 43 -43 44 -42 -46 right_child=-2 -3 3 4 13 6 7 9 -10 -11 12 -13 26 19 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 29 28 -29 -30 -31 -32 -33 -34 36 -36 -37 -38 38 -40 40 41 42 -44 -45 45 -47 leaf_value=-0.00048780815977348687 -0.00078263451736517245 -0.00030476567366983408 2.9592064687313614e-06 0.0027487423885876024 -0.00062441773567743243 0.022231281553747272 -0.003960086976050806 0.00052157619768733031 0.019592198543058537 0.011533403057943693 0.012378255596907415 0.020633274810771419 0.012356617820599387 -0.0018180796081823161 0.020943103247898161 0.013379836577497074 0.012251247212013103 7.8619589634539749e-05 0.017608948037080414 0.010327298213226291 0.011189598547395809 0.013226815151774193 0.013125645959340381 0.011568179987468489 0.01276182491820434 6.265884527625239e-05 0.01104600375835422 0.010299020928841445 -0.0048444026188285087 0.00027157767333152878 0.017426144439084777 0.01373693089849817 0.010798623153166464 0.00048818120812216113 0.022196193068191924 0.00017190961056720404 -0.00032254079630612115 0.01266986257884474 0.0017074874195185574 0.010859350428726133 -0.00040963784726757491 -6.0971678888544125e-05 0.018304252849549663 -0.0014734571236922405 0.0022210275886676745 0.011338701926930426 leaf_weight=24110 24182 49700 48290 354 1066 118 226 270 290 296 202 218 154 3046 172 148 160 6352 142 194 128 120 322 190 144 1728 228 154 376 9674 144 194 170 774 144 766 2856 356 274 180 4690 234 146 3444 2994 328 leaf_count=9281 9255 18584 18015 115 385 37 83 97 85 88 55 61 49 1173 46 42 54 2386 41 65 42 40 87 55 48 622 70 55 144 3513 48 59 49 273 40 267 1004 94 93 54 1769 77 43 1296 1023 108 internal_value=0.00010983 0.000239636 0.000471752 0.000721981 0.00149047 0.00244288 0.00389578 0.00360662 0.00968349 0.00303927 0.00265767 0.00952972 0.00210913 0.000657716 0.00424844 0.00213564 0.000851163 0.000379536 0.00702995 0.000295 0.00153385 0.000325218 0.00139861 4.85226e-05 0.00108738 0.000946584 0.00175718 0.000761748 0.00147239 0.000821754 0.00320089 0.00221386 0.00102944 0.0019132 0.00516228 0.00267476 0.00104425 0.0038228 0.00791236 0.000165106 0.000667944 0.00051205 0.00702466 0.00029543 0.00105588 0.00312441 internal_weight=190448 166266 116566 92456 31480 14684 7676 7558 644 6914 6618 488 6130 16796 1540 1368 7008 6512 496 15256 354 60976 12496 48480 12174 12030 5928 1220 5774 11910 2236 2092 1898 5398 1138 994 4260 1404 630 15062 12016 11836 380 11456 8012 3322 internal_count=70970 61715 43131 33850 11314 5178 2582 2545 210 2335 2247 158 2089 6136 528 482 2596 2440 156 5608 125 22536 4466 18070 4379 4331 2034 440 1985 4291 778 730 671 1841 377 337 1464 460 187 5543 4370 4316 120 4196 2900 1131 is_linear=0 shrinkage=0.04 Tree=139 num_leaves=47 num_cat=0 split_feature=98 56 29 293 0 253 98 3 98 80 69 112 305 27 102 145 218 281 270 98 276 278 240 150 159 320 73 300 26 288 195 138 241 98 108 315 65 193 308 69 44 152 148 104 41 72 split_gain=14.9418 20.3052 18.0636 14.2069 11.5621 12.0457 13.8751 21.8218 19.4798 27.6744 18.0786 18.6673 17.0387 24.1217 27.413 37.1209 31.1187 42.9622 25.3281 27.4255 22.5646 23.5584 20.8544 36.0744 40.5656 19.2908 18.2771 17.9871 26.1324 18.6409 17.5329 17.4067 17.0983 17.0223 16.7009 23.9323 15.8201 22.2145 18.963 21.5465 15.0467 15.045 26.387 14.8708 14.7483 13.8239 threshold=0.8093804419040681 6.0294818878173837 0.095371857285499587 0.0043092607520520696 26.500000000000004 0.014173489063978197 0.14115410298109057 1.5000000000000002 0.14532750844955447 -0.68301269412040699 2.6704348325729375 -0.054245188832283013 -0.010071432217955588 1.6051215529441836 -0.16401281952857968 0.12401225417852403 -0.017938029021024701 0.0043292534537613401 0.021537854336202148 0.23156362026929858 0.013766515534371139 0.0073509744834154853 0.0012516280985437336 -0.058021079748868935 0.007485403213649989 -0.0147150382399559 4.8559212684631357 0.02122567314654589 45.500000000000007 0.06824886798858644 -0.0080931652337312681 -0.10603860393166541 -0.00060583223239518691 0.25100150704383856 -0.1848470866680145 0.0033579478040337567 5.5778396129608163 -0.0075891893357038489 0.0051950756460428247 0.076832424849271788 0.06301531940698625 -0.077664945274591432 -0.06864574551582335 -0.17207286506891248 0.20300418138504031 0.14522260427474978 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 -1 6 -6 8 9 -8 11 -10 34 27 15 16 17 -15 20 -20 25 -22 23 24 -16 30 36 29 33 41 -18 -27 -24 -29 35 -13 38 -38 -25 -40 -36 42 -14 -33 -11 -42 right_child=1 -3 3 -5 5 -7 7 -9 10 44 -12 12 13 14 22 -17 18 -19 19 -21 21 -23 32 26 -26 31 -28 28 -30 -31 -32 43 -34 -35 40 -37 37 -39 39 -41 45 -43 -44 -45 -46 -47 leaf_value=-0.00094605380223958886 0.0087151681291409572 0.016238810081700771 -0.011613959908485412 0.0052015884862328969 1.4136797987653386e-05 -0.00049053220387630398 0.019775894439676731 -0.0011413719504276467 -0.00019240752376770002 -3.1202443471404907e-05 -0.0019545346374781163 -0.00098748538029675716 0.016990662031689065 0.0046314719147152374 0.0049361823139897577 0.023864131354476292 0.015295125925012174 0.031023526144566511 0.0014837853642773694 0.022269368458397779 0.0032839241948994726 0.019932229139299189 -0.0035269831488064776 -0.0011977392747610893 0.027788082387957849 0.009781172922367503 -0.01091771526841928 -0.0017854388481982669 0.022109920857410856 0.013605080232613505 -0.0012932642792481833 0.0054353427022232293 0.003277663940789521 0.010488945511011148 0.010444206175994753 0.021593882783322874 0.01847188037522601 0.00084613014812066683 0.017768148099076692 0.0024056622656979903 5.4100491838081175e-05 -6.6093015741106327e-05 0.0017237036638776371 -0.006929820768876738 0.01292086977649618 -0.0054746845873157512 leaf_weight=17752 312 206 194 136 87512 39132 208 7202 9016 550 2834 166 228 224 308 196 216 176 178 236 384 210 1302 1206 208 156 150 410 146 176 192 192 1080 322 196 136 240 218 210 476 4648 8474 868 806 188 856 leaf_count=6788 80 49 79 40 32856 14800 54 2783 3240 191 1135 61 66 74 100 56 58 40 69 56 118 59 503 435 56 44 61 155 43 52 66 54 368 95 64 42 60 73 59 150 1674 2991 290 305 46 308 internal_value=4.94919e-05 0.00534414 0.00182853 -0.00468914 2.57811e-05 0.000126186 0.000308053 0.000877245 0.00125999 0.00692504 0.00111512 0.00136949 0.00192851 0.00251032 0.00408984 0.00704442 0.00592677 0.0162924 0.00430774 0.0133577 0.00256456 0.0091933 0.00235596 0.00456492 0.0141837 3.95024e-05 0.00257471 0.0012368 0.00671703 0.000742456 0.00750475 -0.00260407 -0.000441672 0.00362089 6.84106e-05 0.00921931 0.00344021 0.0101025 0.00182298 0.00712748 -0.000417959 0.000504505 0.00491227 -0.00454789 0.00328126 -0.000806592 internal_weight=190432 848 642 330 189584 171832 132700 45188 37986 946 37040 34206 25190 19188 8564 3166 2970 400 2570 414 2156 594 5398 3016 516 1562 2500 10624 878 9746 408 1154 2382 732 6002 302 2350 458 1892 686 5700 9570 1096 998 738 5504 internal_count=70846 248 199 119 70598 63810 49010 16154 13371 291 13080 11945 8705 6556 2864 999 943 114 829 125 704 177 1865 994 156 527 838 3692 293 3399 124 403 871 250 2149 103 777 133 644 209 2046 3347 356 359 237 1982 is_linear=0 shrinkage=0.04 end of trees feature_importances: account_mean_rate=382 text_len=177 inbound_mentions_30d=129 hist_frac_reply=119 inbound_mentions_per_tweet=119 reply_parent_is_reply=103 emb_0=93 emb_20=92 days_since_last=88 tfidf_0=87 reply_parent_age_hours=82 quote_parent_replies=74 reply_parent_replies=71 tfidf_3=67 emb_1=64 reply_x_inbound_replies=63 inbound_mentions=62 hist_tweets_30d=58 emb_4=51 inbound_mentions_7d=50 inbound_replies_per_tweet=48 hist_std_replies=47 is_reply=46 emb_3=46 emb_10=45 hist_mean_replies_nonreply=43 inbound_quotes_per_tweet=42 quote_parent_age_hours=42 log_account_n=42 emb_26=42 n_mentions=40 res_emb_cav_proj=39 emb_47=38 quote_parent_emb_cos=37 emb_14=37 hist_n=36 tfidf_2=36 log_text_len=35 hist_tweets_7d=34 hist_frac_url=34 tfidf_1=34 quote_parent_log_text_len=33 emb_24=32 emb_40=32 tfidf_7=32 emb_6=31 emb_33=30 emb_2=29 emb_19=29 emb_51=28 tfidf_55=28 tfidf_80=28 hour=27 emb_69=27 emb_90=27 tfidf_24=27 hist_dump_n=26 hist_dump_mean_replies=25 emb_8=25 emb_9=25 emb_39=25 emb_77=25 hist_mean_replies_reply=24 emb_7=24 emb_46=24 emb_81=24 tfidf_102=24 emb_23=23 hist_mean_replies=22 emb_21=22 emb_52=22 emb_53=22 emb_72=22 tfidf_82=22 hist_dump_decay_replies=21 emb_11=21 emb_17=21 emb_78=21 tfidf_6=21 tfidf_42=21 tfidf_75=21 inbound_replies=20 emb_15=20 emb_27=20 emb_44=20 emb_67=20 emb_94=20 tfidf_46=20 tfidf_81=20 tfidf_83=20 tfidf_115=20 emb_5=19 emb_12=19 emb_37=19 tfidf_120=19 emb_13=18 emb_25=18 emb_30=18 emb_35=18 emb_43=18 emb_48=18 emb_71=18 emb_74=18 emb_85=18 tfidf_18=18 tfidf_73=18 tfidf_87=18 tfidf_104=18 caps_ratio=17 reply_x_inbound_mentions=17 url_at_end=17 has_expanded_domain=17 emb_16=17 emb_29=17 emb_68=17 emb_80=17 emb_82=17 emb_83=17 emb_92=17 emb_95=17 tfidf_22=17 tfidf_72=17 tfidf_84=17 hist_mean_replies_30d=16 emb_41=16 emb_42=16 emb_60=16 emb_88=16 emb_93=16 tfidf_10=16 tfidf_33=16 tfidf_64=16 tfidf_90=16 tfidf_106=16 tfidf_113=16 tfidf_125=16 hour_sin=15 inbound_replies_30d=15 reply_parent_log_text_len=15 emb_56=15 tfidf_13=15 tfidf_31=15 tfidf_44=15 tfidf_48=15 tfidf_50=15 tfidf_58=15 tfidf_79=15 tfidf_93=15 tfidf_97=15 tfidf_117=15 emb_22=14 emb_34=14 emb_54=14 emb_55=14 emb_58=14 emb_64=14 emb_65=14 emb_66=14 emb_79=14 tfidf_11=14 tfidf_21=14 tfidf_45=14 tfidf_94=14 tfidf_109=14 tfidf_114=14 tfidf_121=14 has_question=13 emb_38=13 emb_45=13 emb_62=13 emb_76=13 emb_87=13 emb_91=13 tfidf_29=13 tfidf_36=13 tfidf_38=13 tfidf_53=13 tfidf_65=13 tfidf_71=13 tfidf_88=13 tfidf_111=13 hist_decay_mean_replies=12 reply_x_hist_replies_nr=12 inbound_quotes=12 reply_parent_emb_cos=12 emb_18=12 emb_31=12 emb_36=12 emb_70=12 emb_84=12 tfidf_17=12 tfidf_23=12 tfidf_57=12 tfidf_62=12 tfidf_85=12 tfidf_105=12 tfidf_108=12 tfidf_116=12 res_emb_cav_proj_sq=11 emb_49=11 emb_50=11 emb_59=11 tfidf_16=11 tfidf_26=11 tfidf_34=11 tfidf_40=11 tfidf_78=11 tfidf_96=11 tfidf_98=11 tfidf_99=11 tfidf_103=11 tfidf_107=11 tfidf_127=11 dow=10 hour_cos=10 month_cos=10 emb_28=10 emb_32=10 emb_89=10 tfidf_4=10 tfidf_25=10 tfidf_47=10 tfidf_60=10 tfidf_61=10 tfidf_68=10 tfidf_77=10 tfidf_119=10 starts_mention=9 month_sin=9 emb_61=9 emb_86=9 tfidf_9=9 tfidf_12=9 tfidf_27=9 tfidf_35=9 tfidf_41=9 tfidf_52=9 tfidf_56=9 tfidf_59=9 tfidf_63=9 tfidf_69=9 tfidf_70=9 tfidf_91=9 tfidf_92=9 tfidf_95=9 tfidf_100=9 tfidf_110=9 tfidf_118=9 tfidf_126=9 hist_mean_replies_7d=8 emb_57=8 tfidf_28=8 tfidf_112=8 tfidf_124=8 inbound_replies_7d=7 emb_75=7 tfidf_5=7 tfidf_14=7 tfidf_19=7 tfidf_20=7 tfidf_37=7 tfidf_54=7 tfidf_67=7 tfidf_89=7 tfidf_101=7 tfidf_122=7 dow_sin=6 quote_parent_is_reply=6 emb_63=6 emb_73=6 tfidf_8=6 tfidf_39=6 tfidf_43=6 tfidf_51=6 tfidf_66=6 tfidf_74=6 tfidf_76=6 tfidf_30=5 tfidf_123=5 n_text_urls=4 n_ca_url_rows=4 tfidf_15=4 tfidf_32=4 tfidf_49=4 tfidf_86=4 has_url=3 n_hashtags=3 dow_cos=3 has_reply_parent=3 year=2 hist_last_replies=1 hist_dump_p90_replies=1 inbound_quotes_7d=1 inbound_quotes_30d=1 quote_parent_is_quote=1 domain_is_twitter=1 parameters: [boosting: gbdt] [objective: custom] [metric: rmse] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 1200] [learning_rate: 0.04] [num_leaves: 47] [num_threads: 0] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.7] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 1] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null