tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=9 objective=binary sigmoid:1 feature_names=recent_runs recent_win_rate recent_top3_rate recent_avg_finish recent_best_finish recent_avg_time recent_graded_top5_rate experience_score distance_m surface_turf feature_infos=[0:10] [0:1] [0:1] [1:99] [1:99] none none [0:1] [1000:4260] [0:1] tree_sizes=3338 3437 3431 3446 3441 3445 3446 3450 3440 3443 3438 3444 3466 3425 3445 3456 3447 3445 3446 3455 3435 3446 3451 3438 3458 3447 3450 3437 3430 3443 3447 3471 3427 3443 3432 3444 3419 3444 3451 3447 3430 3434 3438 3443 3433 3440 3416 3444 3441 3461 3460 3468 3457 3423 3458 Tree=0 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 3 1 2 3 2 2 1 0 3 8 2 9 0 1 8 0 2 4 2 2 8 3 3 9 split_gain=645.867 98.8323 55.4189 77.1208 35.6742 14.6529 13.8339 12.1172 13.5742 8.7592 6.93666 6.26296 5.39148 4.54785 5.23887 4.49611 4.45742 4.33493 4.29662 4.58351 3.84389 3.43976 4.05651 3.4025 3.07752 2.98241 4.73929 2.91901 2.85855 3.87097 threshold=5.8166666666666673 3.4722222222222228 58.500000000000007 7.154761904761906 0.2678571428571429 2.683333333333334 10.535714285714286 0.11805555555555557 0.31666666666666671 6.354166666666667 0.31666666666666671 0.58571428571428574 1.0000000180025095e-35 1.5000000000000002 2.2250000000000005 1850.0000000000002 0.21111111111111114 1.0000000180025095e-35 1.5000000000000002 0.15476190476190479 3105.0000000000005 1.5000000000000002 0.47222222222222227 1.5000000000000002 0.5634920634920636 0.31666666666666671 2675.0000000000005 4.8166666666666673 4.3166666666666673 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 left_child=1 4 3 9 5 13 10 8 20 16 -5 -9 -12 -1 -15 21 23 -4 -7 -20 27 -6 -23 -2 -17 -11 -27 -3 -10 -30 right_child=2 7 17 6 15 18 -8 11 28 25 12 -13 -14 14 -16 24 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-1.1679393462107792 -1.3006237963510505 -1.2262281719064188 -1.2663149530260287 -1.2884785313094429 -1.2327164909345965 -1.2029824571187167 -1.3020024681228388 -1.2474178625305621 -1.2038258693352759 -1.2714297252739619 -1.2484842180865825 -1.2232557412857126 -1.2893418334189766 -1.1079013102353261 -1.1536852312106367 -1.237528245001454 -1.2365657029944208 -1.2562861890970272 -1.1668247130353004 -1.1999045489779121 -1.132243484697371 -1.2798740233348884 -1.207636552007278 -1.2541402420131471 -1.1877264384841437 -1.2576273844000647 -1.1544205394217555 -1.241069508270028 -1.2087084319632857 -1.2299077870387194 leaf_weight=29.012914147021121 4.1882544927044156 53.841429979059129 198.11510331150598 378.87018654857559 24.225659754600287 27.271462965050205 223.02433938365721 109.37938802626456 54.761226188063716 112.55510293048758 20.225270569197164 35.531679465443744 13.439499172369322 8.860467744350446 21.192509502602036 3.5399982582978309 43.700447404763423 236.24108670450167 30.960706754488655 15.823357672877135 0.90962602943181892 2.0150885068578637 54.645784466582384 65.562114775588796 25.075110788022485 28.419331783610065 1.1576477998169128 86.129172195014675 47.023126213586906 39.724871140033926 leaf_count=709 103 1184 5253 7263 562 675 4248 2522 1289 2316 382 941 243 190 479 78 971 5879 732 390 18 38 1294 1354 562 587 22 1887 977 896 internal_value=-1.25528 -1.21527 -1.2755 -1.28264 -1.18978 -1.17239 -1.29197 -1.22974 -1.22371 -1.25945 -1.28655 -1.24149 -1.2648 -1.15382 -1.14019 -1.21092 -1.24909 -1.26086 -1.18721 -1.17801 -1.23469 -1.21695 -1.21021 -1.25693 -1.19389 -1.26772 -1.25359 -1.23536 -1.21277 -1.21842 internal_weight=1995.42 669.924 1325.5 891.142 242.623 133.121 635.559 427.301 282.389 255.583 412.535 144.911 33.6648 59.0659 30.053 109.502 113.451 434.356 74.0555 46.7841 140.88 80.8865 56.6609 69.7504 28.6151 142.132 29.577 139.971 141.509 86.748 internal_count=44044 15423 28621 17489 5709 3175 12136 9714 6251 5353 7888 3463 625 1378 669 2534 2428 11132 1797 1122 3089 1894 1332 1457 640 2925 609 3071 3162 1873 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 3 1 2 3 2 2 1 0 2 9 2 0 0 8 0 0 1 8 4 2 8 8 8 8 split_gain=576.255 82.7734 51.6011 72.3986 28.882 13.3824 11.4825 10.5002 11.6076 7.95241 5.9087 5.48086 5.08254 4.04561 3.97009 3.95231 3.84746 3.46866 3.76795 4.16004 3.4656 4.03995 3.28149 3.16349 3.15531 2.75773 2.60821 2.59058 2.57385 3.39425 threshold=5.8166666666666673 3.4722222222222228 58.500000000000007 7.154761904761906 0.2678571428571429 10.050000000000002 2.683333333333334 0.11805555555555557 0.31666666666666671 6.354166666666667 0.31666666666666671 0.58571428571428574 1.0000000180025095e-35 2.5000000000000004 0.21111111111111114 1.0000000180025095e-35 0.47222222222222227 1.5000000000000002 4.5000000000000009 1550.0000000000002 1.5000000000000002 3.5000000000000004 0.21111111111111114 3105.0000000000005 1.5000000000000002 0.15476190476190479 2050.0000000000005 1550.0000000000002 1550.0000000000002 2675.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 9 6 10 20 8 23 14 -5 -9 -12 27 24 -4 -15 -8 19 -19 -1 -22 26 -3 -2 -11 -20 -6 -27 -30 right_child=2 7 15 5 13 -7 17 11 -10 25 12 -13 -14 16 -16 -17 -18 18 22 -21 21 -23 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.079043671416003269 -0.044220826637720152 0.018711244260693184 -0.010548388443276758 -0.031705240682129127 0.017389698065030001 -0.044852267776723319 0.048245052257884981 0.0074369320762322031 0.039427985134126986 -0.017567240631706144 0.006256012135059265 0.029878298691474854 -0.033819374212454976 -0.0078828755032955191 0.017591925725197691 -0.00095513493096770555 0.055041827226868983 0.053955986535485029 0.064707744956943966 0.094666452396024309 0.11805051655688192 0.082143019495359237 -0.047535777696356175 0.10924726516525129 0.0010833566676340927 0.0087703982451338338 0.0094168126427006029 0.039425042718025896 -0.017359619504153916 0.046947542238011314 leaf_weight=30.417022313635471 4.0824712516095607 141.52082002350252 196.89839871456689 349.33224856941069 19.243903738952298 240.15109092715988 28.063354738922754 109.85784587078211 144.85038841041208 85.157493797960342 19.998351937780171 36.164084012932051 13.090337990026454 2.5618559306565194 44.155237092454428 236.10899794452183 46.92980858257981 9.1809432494051197 16.559338216619388 19.826775630827598 18.229571279063297 13.735546868295215 0.77255135353334381 0.97148194536566634 65.603741630709536 24.733142758395388 2.4482743384942287 43.462989662491495 29.049258865083349 2.2079004813567726 leaf_count=709 103 3071 5253 6842 432 4675 675 2522 3162 1715 378 941 241 53 971 5879 1108 195 453 384 386 283 26 18 1354 518 64 941 647 45 internal_value=-1.84795e-05 0.0371535 -0.0194415 -0.0264106 0.0599753 -0.0356016 0.0751876 0.0239125 0.0294607 -0.00397026 -0.0297925 0.0129948 -0.00959836 0.0410975 0.00586182 -0.00531741 0.0517846 0.062251 0.0703073 0.0817816 0.0911248 0.102621 0.0534803 0.0193285 -0.00157073 -0.0119002 0.057586 0.0326627 -0.00328109 -0.0128172 internal_weight=1995.37 684.797 1310.57 877.561 251.432 622.572 139.233 433.365 287.343 254.989 382.421 146.022 33.0887 112.199 113.841 433.007 49.4917 76.8512 48.7879 29.0077 62.3821 31.9651 19.7802 142.492 69.6862 141.148 19.0076 62.7069 55.9903 31.2572 internal_count=44044 15423 28621 17489 5709 12136 3175 9714 6251 5353 7461 3463 619 2534 2428 11132 1161 1797 1122 579 1378 669 543 3089 1457 2925 517 1373 1210 692 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 3 3 3 1 2 4 1 1 2 9 0 8 8 2 2 1 1 8 2 3 0 4 0 1 split_gain=515.125 70.008 48.0279 67.9875 23.7825 12.2768 9.44431 9.23804 8.14599 7.12048 5.90318 5.14479 4.51433 4.51184 4.76614 5.11749 3.78702 3.6453 3.63495 3.53932 3.37793 3.17627 3.55611 3.4829 3.07018 3.25702 3.00248 2.92616 2.84741 3.33683 threshold=5.8166666666666673 3.4722222222222228 58.500000000000007 7.2678571428571432 0.2678571428571429 11.211111111111112 4.8166666666666673 2.683333333333334 6.354166666666667 0.13392857142857145 0.31666666666666671 2.5000000000000004 1.0000000180025095e-35 0.10555555555555557 0.35416666666666669 1.0000000180025095e-35 3.5000000000000004 1750.0000000000002 1450.0000000000002 0.21111111111111114 0.29285714285714287 0.15476190476190479 0.10555555555555557 2450.0000000000005 0.5277777777777779 3.6125000000000003 5.5000000000000009 1.5000000000000002 1.5000000000000002 0.15476190476190479 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 8 7 10 9 -1 19 11 -5 -3 -12 14 -8 16 -16 -6 -4 27 -10 22 23 -22 25 -11 -18 -2 -9 -30 right_child=2 6 18 5 17 -7 13 28 20 24 12 -13 -14 -15 15 -17 26 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.082588644904908873 -0.043128460972597524 0.04506455465468983 -0.011096425537133608 -0.032159763925412609 0.029603908146624305 -0.046655981332256714 0.013666570284700127 0.044646409880381675 -0.016111289432012219 -0.016245728345704587 0.0048411250653364333 0.02672508403844244 -0.033754758680177278 0.0022691503155563507 0.08106904872301901 0.014096151775878092 0.009643342742161512 0.047446796755758587 -0.001576045079457383 0.016548111865086448 0.0027709816172125298 -0.018149190171881404 0.097614842546551631 0.083415003706704849 0.030008074813789993 0.016093616163322666 0.05935319405073558 0.0010285532717711852 0.073424056885464828 0.046183533987630782 leaf_weight=65.304632405774981 3.9792258370325575 73.747133566679423 158.31887069548424 402.73639947734819 59.602633014204116 161.57412069616612 104.23056943962294 28.789444047700442 118.64389338511364 9.2994923926846678 19.859688377067869 79.429249982169296 12.249042789422672 56.125837595933206 7.1673810871152481 16.132003293503658 5.8969474092912133 55.075532609264542 273.39910280532143 44.582069611191656 19.539840635015032 12.923527010699273 1.1769080217891303 1.4373531329911191 32.875574120929173 47.828824324897852 6.2647083350857429 65.643258718675995 33.724710174278442 16.863312777175679 leaf_count=1378 103 1676 4207 8069 1358 3221 2191 675 2390 181 372 1657 227 1300 140 361 91 1176 6925 971 440 281 34 27 862 1087 168 1354 732 390 internal_value=-3.36217e-05 0.0345836 -0.0186864 -0.0254888 0.0551796 -0.0348876 0.0224154 0.0686593 -0.0045665 0.0289963 -0.0305148 0.0355547 -0.00988268 0.0142428 0.0190536 0.0348875 0.05224 0.0381732 -0.00506734 0.00554837 -0.0120811 0.00155009 0.0130416 0.00829669 0.0178347 0.0108293 0.0352499 -0.00149521 0.0571996 0.0643435 internal_weight=1994.42 698.358 1296.06 864.345 259.36 596.419 438.998 144.682 267.926 243.18 434.845 153.176 32.1087 195.817 139.692 35.461 19.329 114.678 431.718 114.205 153.722 35.0776 22.1541 20.9772 90.0039 57.1283 12.1617 69.6225 79.3775 50.588 internal_count=44044 15423 28621 17489 5709 11889 9714 3175 5600 5463 8668 3333 599 4251 2951 760 399 2534 11132 2428 3172 782 501 467 2130 1268 259 1457 1797 1122 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=3 3 0 3 1 3 2 3 1 1 3 2 1 0 3 4 0 0 4 2 3 9 9 1 0 9 2 3 1 3 split_gain=462.123 76.9035 62.7621 30.4006 20.0291 14.2661 9.22991 8.30268 7.362 6.14969 5.99112 5.66473 7.79167 4.69322 4.53941 4.38488 4.34352 4.23887 3.97431 3.77572 3.72324 3.54884 3.53955 3.13292 2.84628 3.9455 2.68392 2.92254 2.70398 2.62545 threshold=6.3166666666666673 3.4722222222222228 1.0000000180025095e-35 8.5277777777777803 0.21111111111111114 4.8166666666666673 0.31666666666666671 2.7638888888888893 0.15476190476190479 0.13392857142857145 11.683333333333335 0.29285714285714287 0.15476190476190479 3.5000000000000004 7.154761904761906 2.5000000000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 0.89444444444444449 2.2250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0.5277777777777779 3.6125000000000003 0.38750000000000007 6.2111111111111121 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 21 6 7 9 14 16 22 15 13 23 24 18 -4 -3 -1 -6 -5 -19 -18 -2 -8 -7 25 -13 27 -11 -28 -26 right_child=2 5 3 10 17 11 8 -9 -10 26 -12 12 -14 -15 -16 -17 20 19 -20 -21 -22 -23 -24 -25 29 -27 28 -29 -30 -31 leaf_value=0.065187453359867281 -0.0098155532475526774 0.041793973468729796 -0.014031992996013227 -0.005128100431270103 0.028008402723921112 0.0071841439004439196 0.027200416194177447 0.05288799505236931 -0.023740739295262211 -0.015576627990658841 -0.046664428270982716 0.07176354630854978 0.0040640896541121836 -0.044794889330441012 -0.026813419155250224 0.025022665827872794 0.1208807428704283 0.038586980363764463 -0.031826065513866575 0.065244692440707255 0.080956078345594693 -0.00069592773395016751 -0.0032335685372586864 -0.014380120296223042 0.021803282525266671 0.02333383654656946 0.021738874906476455 0.015151078285425657 0.060134834080427448 0.080834888549386641 leaf_weight=32.953164692494511 195.07074181464804 75.495110684078639 115.99852021096387 15.12894973218499 65.086303098504644 146.90144735643673 20.455744701058393 72.007111459603664 21.170713437584084 9.216180069098753 137.11228517348422 8.1652877410560905 54.906179670823064 70.652644323254435 173.17708241800221 80.561315877371243 7.9225663473234844 47.971915915669101 177.29286208125342 18.369153565817669 22.210075539185368 235.42030043457873 17.92572119788565 19.024228707820726 60.287029651643763 8.6719992320759047 27.916783470250948 48.252748545199381 5.4865105045876126 1.944286709462175 leaf_count=709 5253 1676 2435 272 1373 2978 399 1606 420 181 2873 159 1248 1330 3514 1657 151 1057 3678 371 442 5879 362 443 1402 172 720 1087 142 55 internal_value=-4.62304e-05 0.0289482 -0.0200416 -0.0287864 0.0509707 0.0182147 -0.0179949 0.0644902 -6.99835e-05 0.0271149 -0.0381903 0.0108865 0.018534 -0.0337737 -0.0216863 0.0331361 0.0777332 0.037074 -0.029727 0.0459682 0.0914532 -0.00482835 0.0129865 0.00471169 0.028582 0.04682 0.0167745 0.0102233 0.0280454 0.0236476 internal_weight=1992.75 813.349 1179.41 748.915 266.52 546.829 348.728 135.093 59.5522 246.929 400.187 299.9 133.975 263.074 289.176 156.056 63.0858 131.427 192.422 66.3411 30.1326 430.491 38.3815 165.926 79.0686 16.8373 90.8722 57.4689 33.4033 62.2313 internal_count=44044 17629 26415 15283 5709 11920 7130 2908 1181 5463 8153 6457 3036 5280 5949 3333 1302 2801 3950 1428 593 11132 761 3421 1788 331 2130 1268 862 1457 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=3 3 0 3 1 3 2 3 1 3 1 2 1 0 3 4 4 0 0 8 2 9 3 1 0 0 9 8 0 8 split_gain=415.526 66.231 58.5716 28.9324 16.9055 12.4972 8.52608 6.92893 6.68826 5.83613 5.33399 5.01692 6.84033 4.52796 4.25961 3.76071 3.73717 3.62323 3.57013 3.27897 3.16815 3.12884 3.00142 2.83223 2.57269 2.43995 3.31377 2.42786 2.38949 4.00296 threshold=6.3166666666666673 3.4722222222222228 1.0000000180025095e-35 8.5277777777777803 0.21111111111111114 4.8166666666666673 0.31666666666666671 2.7638888888888893 0.15476190476190479 11.683333333333335 0.13392857142857145 0.29285714285714287 0.15476190476190479 3.5000000000000004 7.154761904761906 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 1750.0000000000002 0.89444444444444449 1.0000000180025095e-35 2.2250000000000005 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1950.0000000000002 4.5000000000000009 1550.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 19 6 7 10 14 18 21 13 15 23 25 16 -4 -3 -5 -6 -1 -2 -19 27 -20 -7 -9 26 -13 -8 29 -26 right_child=2 5 3 9 17 11 8 24 -10 -11 -12 12 -14 -15 -16 -17 -18 20 22 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.060083731263856015 -0.0082624737125171349 0.038855189648522137 -0.013440948365005166 -0.0048865072196721086 0.026219437248619266 0.0067975777564599233 0.020238525134648921 0.03774974331229411 -0.022873113183274573 -0.045644226469200605 0.015788439006451056 0.065740702618565863 0.0038521215921691466 -0.04374215148361621 -0.025891752701304706 0.023456032809785785 -0.030830519350149372 0.035945801092498911 0.10923139363913109 0.0006135026082955354 0.060027053431890076 -0.0030775354434228919 0.074184716406717408 -0.01377437490799901 0.037067875001142316 0.022179918549481377 0.021889431998097602 0.081532829051655362 0.044022048329453396 0.08144169006214913 leaf_weight=33.937872396701749 252.17376956102061 77.101600960311771 115.06867265224065 15.08426321565639 66.025702633215289 147.47747269249879 18.994039146270101 30.236123779208981 20.88255271978494 133.26642759878405 91.681180913652213 8.4596254211319319 55.027879204257886 68.783264345415887 170.44530834228152 81.616750511483872 173.95314121410047 48.897028103619064 8.3180387589354741 177.14210144469467 18.951651553666125 17.893678886925045 23.003680566911157 18.871779414664331 7.4087128259634509 63.007120253942219 8.7791639050965387 1.765746934688649 20.017391804481576 16.186021880828577 leaf_count=709 6455 1676 2435 272 1373 2978 368 675 420 2873 2130 159 1248 1330 3514 1657 3678 1057 151 4677 371 362 442 443 146 1457 172 31 498 287 internal_value=-5.68852e-05 0.0270957 -0.0192778 -0.0278378 0.0472415 0.0171334 -0.0172847 0.059448 -7.28927e-05 -0.0371486 0.0253902 0.0102788 0.0174297 -0.0327573 -0.0208738 0.0309366 -0.0287603 0.0345579 0.0713187 -0.00460011 0.0426722 0.0122449 0.083492 0.00446376 0.0489579 0.0267404 0.0434087 0.025452 0.0567285 0.0675084 internal_weight=1990.46 825.005 1165.45 736.137 272.982 552.023 345.05 139.108 59.536 391.087 250.4 301.623 135.274 257.821 285.514 158.718 189.037 133.874 65.2596 429.316 67.8487 38.6535 31.3217 166.349 73.8483 80.2459 17.2388 20.7598 43.6121 23.5947 internal_count=44044 17629 26415 15283 5709 11920 7130 2908 1181 8153 5463 6457 3036 5280 5949 3333 3950 2801 1302 11132 1428 761 593 3421 1606 1788 331 399 931 433 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=3 3 0 3 1 3 2 1 3 3 1 2 1 0 3 4 4 9 8 9 4 1 0 1 2 3 8 3 3 1 split_gain=374 57.378 54.6332 27.5204 14.4952 10.9741 7.86891 6.07642 5.6861 5.34638 4.64411 4.45069 6.02049 4.36911 3.9939 3.51191 3.24315 3.21112 2.94902 2.77063 2.56052 2.43831 3.17058 3.10703 2.3344 2.60156 2.3048 2.34488 2.5183 2.2833 threshold=6.3166666666666673 3.4722222222222228 1.0000000180025095e-35 8.5277777777777803 0.2678571428571429 4.8166666666666673 0.31666666666666671 0.15476190476190479 11.683333333333335 2.683333333333334 0.13392857142857145 0.29285714285714287 0.15476190476190479 3.5000000000000004 7.154761904761906 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1750.0000000000002 1.0000000180025095e-35 1.5000000000000002 0.31666666666666671 3.5000000000000004 0.58571428571428574 0.5277777777777779 3.6125000000000003 1550.0000000000002 6.2111111111111121 5.8944444444444457 0.38750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 17 6 9 10 14 19 13 -1 16 20 -13 15 -4 -5 -3 -2 -6 -8 26 -20 -23 -24 25 -12 -7 28 -28 -26 right_child=2 5 3 8 18 11 7 -9 -10 -11 24 12 -14 -15 -16 -17 -18 -19 21 -21 -22 22 23 -25 29 -27 27 -29 -30 -31 leaf_value=0.063932762982475744 -0.0091522961533273672 0.036199943626609603 -0.012871136408009097 -0.0046556692785790421 0.023370209813914283 -0.039585262297193856 0.023848090063125521 -0.022029860115809693 -0.044647736342713219 0.045453553316129672 -0.015585381839068817 0.025052678455391188 0.0036516620893965895 -0.042713408711814962 -0.024993380001648659 -0.02985731545716773 0.022010600782501236 -0.00045190711914033441 -0.017848853291570776 -0.0029287830108144729 0.0064333132971417907 0.035212713272009109 0.074364084052062282 -0.021491660933917852 0.019461662432436886 0.013365866168539351 0.0063232804882283741 0.071217865355711563 -0.045151078333384345 0.054122257846194503 leaf_weight=72.138983997205884 193.4274716855216 78.579383779002569 114.17793778844725 15.041682341325211 62.65975775861871 5.736802375665806 21.037757127854547 20.605000204206192 129.52448690628808 85.56905756948882 9.2172668862287974 81.333556121442683 55.143184199598579 66.964498155727824 167.81150592184349 170.72537222715863 82.601427169664589 234.77262308605918 1.8280483779635677 17.863175956521445 148.0221058201098 46.209561269649029 9.4528168722144947 0.92840134789003137 28.465304549442692 49.065741552873305 8.6992728721568238 1.0205836937384436 3.2689990319231574 5.7035613674054266 leaf_count=1378 5253 1676 2435 272 1358 127 399 420 2873 1797 181 1788 1248 1330 3514 3678 1657 5879 54 362 2978 887 202 33 720 1087 219 23 74 142 internal_value=-6.55419e-05 0.0253997 -0.0185385 -0.0269139 0.0439166 0.0161294 -0.0165985 -7.61657e-05 -0.0361294 0.0539063 0.0238041 0.00970984 0.0164056 -0.0317638 -0.0200851 -0.0278167 0.0289282 -0.00438207 0.0309048 0.0115522 0.00422958 0.0389863 0.0408222 0.0657916 0.0148707 0.00878732 -0.0131905 -0.00153263 -0.00773636 0.0252473 internal_weight=1987.6 835.644 1151.95 723.751 278.787 556.857 341.495 59.5059 382.256 157.708 253.633 303.225 136.477 252.732 281.989 185.767 161.181 428.2 121.079 38.9009 166.748 58.4188 56.5908 10.3812 92.4519 58.283 18.7257 12.9889 11.9683 34.1689 internal_count=44044 17629 26415 15283 5709 11920 7130 1181 8153 3175 5463 6457 3036 5280 5949 3950 3333 11132 2534 761 3421 1176 1122 235 2130 1268 443 316 293 862 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 3 2 3 1 3 0 1 2 1 3 4 8 0 4 0 2 3 9 2 3 4 0 8 0 9 split_gain=336.882 50.9276 49.9313 26.1638 12.5943 9.66034 7.25877 5.53972 5.52119 5.11933 4.21558 4.07792 3.9543 5.30873 3.74165 3.29794 3.03326 3.00093 2.98428 2.847 2.66026 2.49387 2.4568 2.34712 2.53235 2.3186 2.16319 2.14583 2.08293 2.78554 threshold=6.3166666666666673 1.0000000180025095e-35 3.4722222222222228 8.5277777777777803 0.21111111111111114 4.8166666666666673 0.31666666666666671 11.683333333333335 0.15476190476190479 2.7638888888888893 3.5000000000000004 0.11805555555555557 0.29285714285714287 0.15476190476190479 7.154761904761906 4.5000000000000009 1450.0000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.89444444444444449 2.0500000000000003 1.0000000180025095e-35 0.58571428571428574 3.6125000000000003 1.5000000000000002 1.5000000000000002 1550.0000000000002 2.5000000000000004 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 left_child=2 16 4 6 9 11 14 10 22 17 15 18 25 28 -3 -5 -2 -1 -4 -6 -21 -19 -8 24 -13 27 -11 -7 29 -14 right_child=1 3 5 7 19 12 8 -9 -10 26 -12 23 13 -15 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.05103476523070738 -0.0097405870386418625 -0.012322024757108991 0.0343207155974493 -0.0044351612855652815 0.02279898756143843 -0.038483872186522869 0.022366973417097792 -0.043672340613747411 -0.021210472375379489 0.032226418081831673 -0.041706250630777653 -0.015035349000858209 0.058592414595293331 0.0034620382048948942 -0.024117791104676635 -0.028905698014110078 -0.00098463427623797289 0.096365915015720324 0.020673859985181842 0.031075054741171046 0.052695354976036758 0.064220067229472419 -0.0027869922836279305 0.025140690081102847 0.012822551474808101 0.0060898969430768814 0.049275499873258244 -0.001471476862060304 0.01931816147833279 0.019048879673221671 leaf_weight=35.722152464725809 155.57942040910024 113.32506543705148 76.986371865198691 15.001114092316127 67.849954734221612 5.6092179212660964 21.302256531340845 125.88949701220486 20.337885232588803 31.437178874776521 65.197812388411535 9.6077274719830239 8.822134376881877 55.252444956248894 165.27441609951273 167.60912141392765 271.5504987713187 7.9387586084212662 83.520705647017991 50.629468207329765 19.78903985322836 25.138818009412489 17.834141459496095 32.450991907794105 54.051991618175492 148.53717231541839 45.580595693778491 12.972638562363498 64.544197730776233 8.9933640151357395 leaf_count=709 4207 2435 1591 272 1373 127 399 2873 420 675 1330 195 159 1248 3514 3678 6925 136 1657 1057 371 457 362 799 1221 2978 931 316 1457 172 internal_value=-7.27033e-05 -0.0178227 0.0238387 -0.0260133 0.0409195 0.0151945 -0.0159346 -0.0351312 -7.75589e-05 0.051171 -0.0307922 0.0223421 0.00917533 0.015452 -0.0193197 -0.0268955 -0.00417394 0.0610833 0.0272195 0.0301082 0.0371508 0.0719352 0.0109045 0.0141968 0.00861815 0.00400686 0.0423164 -0.0126442 0.0234957 0.0386306 internal_weight=1984.34 1138.9 845.435 711.771 284.086 561.349 338.074 373.698 59.4743 145.818 247.808 256.618 304.731 137.612 278.599 182.61 427.13 68.7997 160.507 138.268 70.4185 33.0776 39.1364 96.1107 63.6597 167.119 77.0178 18.5819 82.3597 17.8155 internal_count=44044 26415 17629 15283 5709 11920 7130 8153 1181 2908 5280 5463 6457 3036 5949 3950 11132 1302 3248 2801 1428 593 761 2215 1416 3421 1606 443 1788 331 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 4 3 2 3 0 3 2 1 0 1 8 1 0 4 8 9 8 0 1 4 8 8 3 1 8 split_gain=303.679 47.4441 43.9443 25.0084 11.2663 7.77873 6.42738 5.05067 4.5756 4.19578 3.52746 3.51739 4.69115 3.41471 3.39925 3.36773 3.30408 3.21227 3.2421 2.97915 2.87656 2.75912 2.6304 2.17376 2.1834 2.17166 3.883 2.15236 2.09732 2.09075 threshold=6.3166666666666673 1.0000000180025095e-35 3.683333333333334 9.0500000000000025 0.15476190476190479 4.5000000000000009 4.8166666666666673 0.58571428571428574 2.7638888888888893 4.5000000000000009 11.683333333333335 0.29285714285714287 0.15476190476190479 3.5000000000000004 0.58571428571428574 2675.0000000000005 0.31666666666666671 3.5000000000000004 4.5000000000000009 1850.0000000000002 1.0000000180025095e-35 1350.0000000000002 1.5000000000000002 0.11805555555555557 2.5000000000000004 2050.0000000000005 2550.0000000000005 7.5277777777777786 1.0000000180025095e-35 2550.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 20 4 5 8 13 23 -6 22 29 17 28 -13 15 -9 16 -3 18 -5 -16 -2 -15 -1 24 -4 -10 -27 -23 -8 -7 right_child=1 3 6 10 7 9 11 14 25 -11 -12 12 -14 21 19 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.047536333492984431 -0.00851462769286589 0.0022251803488686646 0.030564018573556302 0.0033596543135256314 0.010419173841008832 -0.022834408600499342 0.005765990023706917 0.037457005449467354 0.041798869347817763 -0.04643609092127398 -0.042715737666723728 0.02206186182204883 0.0032826221643423147 -0.0027067937868700959 0.013650859649104511 0.057577188307983973 -0.025907317309966 -0.043479818688056025 -0.029700552035223066 0.042131970085206139 -0.00025738489222353809 -0.013449156708628819 0.067799423286380001 0.013142469411992638 0.017971802130923066 -0.0055334031665884463 0.060226964032868348 -0.029188852187962334 -0.012106376705916579 0.00054890245820481218 leaf_weight=36.414852055240885 191.85720592923636 54.710510834744156 62.908122432979809 7.8980775623349464 33.541594271861726 179.80334242748717 149.02437753244601 94.847841946542417 82.622832277734858 18.663460106741127 122.36356497675797 83.296148012819089 55.355991226558473 34.220798174785159 35.184172448139151 2.3634925968945018 12.897324581736028 42.832751129676581 121.43315926708556 12.423667111468147 234.25603358287796 58.28796592159577 28.590336973549256 75.704310035598184 76.02914797930589 6.5297147176461277 3.4208317742595682 34.621261107882674 18.446928720529911 10.096155912608081 leaf_count=709 5253 1060 1284 146 655 3933 2978 1925 1672 395 2873 1788 1248 707 730 34 245 874 2683 247 5879 1335 488 1777 1483 135 67 778 443 220 internal_value=-7.83904e-05 -0.0171298 0.0224011 -0.0251353 0.0365698 -0.0170837 0.0133253 0.027875 0.0462809 -0.0238145 -0.0362252 0.00867404 0.0145644 -0.00996147 0.031985 -0.0010906 -0.00314156 -0.0316121 -0.0276816 0.0210832 -0.0039752 -0.0148439 0.0564484 0.0199591 0.0236733 0.0391412 0.0170739 -0.0193143 0.00379735 -0.0215912 internal_weight=1980.65 1126.31 854.341 700.192 333.576 405.664 520.765 175.997 157.579 208.563 294.528 306.123 138.652 197.101 142.456 69.9713 67.6078 172.164 129.331 47.6078 426.113 127.13 65.0052 214.642 138.937 92.5734 9.95055 92.9092 167.471 189.899 internal_count=44044 26415 17629 15283 6628 8707 11001 3557 3071 4548 6576 6457 3036 4159 2902 1339 1305 3703 2829 977 11132 2820 1197 4544 2767 1874 202 2113 3421 4153 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 4 0 3 3 1 2 1 0 0 4 4 8 8 8 2 1 4 4 1 8 3 0 8 2 split_gain=273.897 44.1656 38.5598 23.8157 9.65327 7.45958 7.2502 4.13768 3.48624 3.44554 3.17225 3.14188 4.02817 3.13104 3.11066 3.0526 3.03062 2.76688 2.54913 2.35685 2.32408 2.32215 2.28049 2.22916 2.17529 2.13245 2.02394 2.01663 2.93417 2.00705 threshold=6.3166666666666673 58.500000000000007 3.4722222222222228 9.0500000000000025 0.2678571428571429 4.8166666666666673 4.5000000000000009 2.5000000000000004 2.683333333333334 11.683333333333335 0.11805555555555557 0.2678571428571429 0.15476190476190479 3.5000000000000004 3.5000000000000004 1.5000000000000002 4.5000000000000009 1750.0000000000002 1350.0000000000002 1850.0000000000002 0.47222222222222227 0.47222222222222227 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2675.0000000000005 7.5277777777777786 4.5000000000000009 1550.0000000000002 0.73214285714285732 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 6 8 10 13 25 -1 14 22 24 -13 15 16 -2 -5 -3 -15 20 -6 -22 -4 -17 -7 -8 -20 -24 -29 -21 right_child=1 17 5 9 19 11 7 -9 -10 -11 -12 12 -14 18 -16 23 -18 -19 26 29 21 -23 27 -25 -26 -27 -28 28 -30 -31 leaf_value=0.051525758097668253 -0.022930815383237522 -0.0071817727021891518 0.030018636053505826 0.0031852461397761048 -0.029805161200535842 0.0053697663383922498 -0.018929876193491662 -0.032493971427806911 0.037028159746650073 -0.041775918043222823 0.012538961314972502 0.020160106423681202 0.0030022633538428953 -0.0025757417285998834 -0.042525109589258772 0.022948651016787679 -0.028767681291353698 0.0010052017707833222 -0.012882007128775838 0.019509324277270396 0.034618638011579585 0.017170945176605147 0.020016568238050703 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0.0436937 -0.0352588 0.0196838 0.00820294 0.0135675 -0.00952634 -0.030664 -0.00104036 -0.0267778 -0.00378557 -0.0142352 0.0253654 0.0212353 0.0224676 0.0239188 0.00394657 0.00344056 -0.0176849 -0.0185738 0.018239 -0.0150455 0.0366786 internal_weight=1976.79 1114.2 862.594 689.057 293.054 569.541 401.399 205.511 166.95 287.658 262.095 307.445 144.581 195.889 168.71 69.9072 127.075 425.139 125.981 126.104 92.3797 90.202 164.557 56.9364 162.864 132.17 91.816 85.2117 4.32004 33.7245 internal_count=44044 26415 17629 15283 5709 11920 8707 4548 3175 6576 5463 6457 3132 4159 3703 1339 2829 11132 2820 2534 1894 1856 3248 1090 3325 3089 2113 1657 76 640 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 2 1 3 3 0 2 4 3 4 2 1 1 8 8 9 8 9 8 8 8 0 9 3 8 0 split_gain=247.161 41.0863 34.1307 22.7036 8.78814 5.6942 5.01354 4.98423 4.64924 4.84055 4.04576 3.91154 3.50582 3.01697 2.8132 3.69049 2.734 2.68835 3.72687 2.59746 2.2793 2.06028 1.87572 1.79006 1.78615 1.78387 2.36038 2.09782 2.3463 1.77298 threshold=6.3166666666666673 1.0000000180025095e-35 3.683333333333334 8.7638888888888911 0.15476190476190479 0.31666666666666671 0.15476190476190479 4.8166666666666673 11.683333333333335 3.5000000000000004 0.58571428571428574 2.5000000000000004 7.154761904761906 4.5000000000000009 0.29285714285714287 0.15476190476190479 0.58571428571428574 2675.0000000000005 2050.0000000000005 1.0000000180025095e-35 1850.0000000000002 1.0000000180025095e-35 1950.0000000000002 2450.0000000000005 3205.0000000000005 2.5000000000000004 1.0000000180025095e-35 6.2111111111111121 1075.0000000000002 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 4 5 11 12 21 24 9 13 -6 17 -3 -5 -9 25 -12 18 -1 -2 -18 22 -7 -14 -4 26 -16 28 -27 -25 right_child=1 3 7 8 10 6 -8 14 -10 -11 16 -13 23 -15 15 -17 20 -19 -20 -21 -22 -23 -24 29 -26 27 -28 -29 -30 -31 leaf_value=0.047154771904885789 -0.0079391916804904174 -0.010474608387751419 0.018015926307604596 -0.00020964498539264716 0.0089683962720886311 0.015471002237919135 -0.020536598091764134 0.0033958752382346837 -0.040851126184022694 -0.041871110692847997 0.032945991597548595 0.02851839147037424 -0.023253355190521369 -0.026185926216574503 0.051206089509839972 0.0029578072119428615 0.011925067678925353 0.096273020775381801 0.014367419911630919 -7.3136628496548749e-05 0.036456933672952184 -0.002731693264068023 0.067354124210832034 -0.010999611834878532 -0.034762647482975119 0.084964435345915565 0.015463660828086537 0.064428050851502369 0.012808956148412272 0.044345248173686708 leaf_weight=102.83273951411564 190.44917261411169 110.48729125201248 217.06685150100299 12.050780641089657 33.971533215393748 20.14239891571015 20.838037917077372 168.14637716343543 115.64334581625599 51.309185938602695 97.637875055826882 47.75777861454705 161.38709818685777 154.30445566064952 9.2071289984087343 55.543860000196275 35.701361273481567 2.5536596532911053 9.4647710837971299 233.76667755302256 12.886023424071707 18.314858714142247 1.9069566397229198 10.245111460928452 1.6149617070332158 1.1470782866817888 9.2693467413628241 2.1388852675408989 63.23379803312821 1.6850742126698612 leaf_count=1882 5253 2435 4515 222 655 375 442 3421 2873 1108 1925 961 3589 3585 159 1248 730 39 189 5879 247 372 31 191 29 28 172 55 1374 60 internal_value=-8.67247e-05 -0.0158098 0.0198347 -0.0234429 0.0321168 -0.0144518 -0.000619397 0.011851 -0.0327495 -0.0284452 0.0245119 0.0405443 -0.0174348 -0.0243042 0.0077597 0.0129807 0.0281231 0.0455449 0.0443914 -0.00360456 0.0184312 0.00966286 0.0199582 -0.0218718 0.0176262 0.0195305 0.0332747 0.015713 0.0140946 -0.00318245 internal_weight=1972.7 1102.53 870.174 678.315 342.806 345.007 61.2023 527.368 333.308 217.664 180.197 162.609 283.805 166.355 308.686 140.54 146.225 114.851 112.298 424.216 48.5874 40.3642 22.0494 173.317 218.682 84.9962 18.4765 66.5198 64.3809 11.9302 internal_count=44044 26415 17629 15283 6628 7495 1220 11001 7788 4915 3557 3071 6275 3807 6457 3036 2902 2110 2071 11132 977 778 406 3840 4544 1788 331 1457 1402 251 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 4 3 0 4 3 0 4 1 1 0 8 2 1 1 8 8 0 0 8 0 3 9 8 8 0 split_gain=223.128 38.199 30.261 21.6274 7.62094 6.53311 5.76923 4.10569 3.34736 3.24686 2.96465 2.72157 2.68695 2.65901 3.18044 2.52231 2.50943 3.27575 2.42905 2.62532 2.60171 2.00022 1.98467 2.96227 2.91007 1.91645 1.91601 1.92229 1.86114 2.39229 threshold=6.3166666666666673 1.0000000180025095e-35 3.4722222222222228 9.1055555555555561 0.21111111111111114 4.5000000000000009 4.8166666666666673 4.5000000000000009 2.5000000000000004 11.683333333333335 3.5000000000000004 6.5000000000000009 0.13392857142857145 0.13392857142857145 3.5000000000000004 1450.0000000000002 0.29285714285714287 0.15476190476190479 0.10555555555555557 1350.0000000000002 1550.0000000000002 1.5000000000000002 4.5000000000000009 1450.0000000000002 1.5000000000000002 2.2678571428571432 1.0000000180025095e-35 1850.0000000000002 1350.0000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 4 5 8 13 12 21 22 10 11 -5 -4 14 26 -2 -8 -18 19 -16 -20 -7 23 -1 -25 -26 27 28 -3 -30 right_child=1 3 6 9 -6 7 16 -9 -10 -11 -12 -13 -14 -15 18 -17 17 -19 20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.033491182671216077 -0.0085564083307434393 0.025913490693574789 0.021130638586172819 -0.0098271340601903245 0.023312236483515464 -0.012807057832604838 0.0032200452991543987 -0.044467324053110005 0.026702517498386147 -0.039939844019506301 -0.040943666179743668 -0.028706026771143364 0.010676938627036734 -0.019866876212883681 0.0013786683037896727 -0.00052515542097470792 0.018384523735313796 0.0028053350910077404 -0.017522543040508497 -0.017895815286640599 0.060599909252702339 -0.023495733746137955 0.032500092016834646 0.041089969006482777 0.090957487195546 0.058191879447020457 -0.0064211587270330264 0.045209946358416311 0.020324863684238959 -0.016260092623859999 leaf_weight=26.394028905368913 153.21572145143466 9.1490121122373917 170.9439267527257 23.634383197949774 145.05432476047599 72.839680269982154 168.45346415916723 17.675938679194019 39.6099001677388 112.44964210657713 38.70621119775933 99.283199079247822 95.98458633044811 41.088591974641076 23.948500203434378 270.11378504671336 85.747713699025894 55.632225306536014 1.9317759748465722 67.352568395707294 2.3771777272750114 109.67004095625714 30.110464425130942 25.980192830100378 5.3101911713692962 27.963282864830575 25.358289075902803 3.8355433770630034 7.447038924877007 11.171445022562693 leaf_count=492 4207 159 3333 478 2801 1829 3421 402 787 2873 854 2351 2130 886 489 6925 1788 1248 49 1602 56 2324 647 469 84 429 516 59 155 201 internal_value=-8.95828e-05 -0.0151824 0.0186864 -0.0226299 0.0315541 -0.0151244 0.011984 -0.0214583 0.0392488 -0.0334154 -0.0288761 -0.025076 0.0173716 -0.00857708 -0.00553666 -0.00343191 0.00734242 0.0122542 -0.0111087 -0.0128401 0.0255763 -0.0192299 0.0435418 0.0474237 0.0536298 0.063421 0.00381609 0.0120305 0.00744735 -0.00162681 internal_weight=1968.43 1091.25 877.184 667.919 300.422 393.846 576.762 200.186 155.368 274.073 161.624 122.918 266.929 193.66 152.571 423.33 309.833 141.38 95.61 91.3011 4.30895 182.51 115.758 85.6477 59.2537 33.2735 56.9613 31.603 27.7675 18.6185 internal_count=44044 26415 17629 15283 5709 8727 11920 4555 2908 6556 3683 2829 5463 4172 3286 11132 6457 3036 2196 2091 105 4153 2121 1474 982 513 1090 574 515 356 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 4 2 3 0 3 4 0 1 2 4 8 1 1 9 4 3 2 8 0 8 8 3 0 3 9 split_gain=201.515 35.486 26.8486 20.5732 7.26478 5.06416 4.8282 4.3651 4.54513 3.69103 3.15777 3.10692 3.04857 3.56694 2.68445 2.65022 2.7911 2.34766 3.51017 2.84384 2.82838 2.41626 2.34666 2.25759 2.93949 2.56405 2.05776 1.99231 1.96616 1.933 threshold=6.3166666666666673 1.0000000180025095e-35 3.8166666666666669 8.7638888888888911 0.15476190476190479 4.5000000000000009 0.58571428571428574 11.683333333333335 3.5000000000000004 5.5277777777777786 2.5000000000000004 4.5000000000000009 0.13392857142857145 0.21111111111111114 4.5000000000000009 1850.0000000000002 0.64583333333333337 0.11805555555555557 1.0000000180025095e-35 2.5000000000000004 5.3166666666666673 0.2678571428571429 1750.0000000000002 4.5000000000000009 2675.0000000000005 1450.0000000000002 4.5277777777777786 2.5000000000000004 7.0500000000000007 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 left_child=2 22 4 5 10 12 -6 8 14 17 23 -7 13 27 -5 16 -8 18 19 20 -4 26 -2 24 -1 -25 -19 -3 -14 -15 right_child=1 3 9 7 6 11 15 -9 -10 -11 -12 -13 28 29 -16 -17 -18 21 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.041516808878788503 -0.0064173455959531129 0.011043413353866161 0.025122430183686702 5.6442180201013615e-05 0.0055602012383983764 -0.01763177194578831 0.02670450954545231 -0.039040762877762578 -0.040121358846617466 0.0036082356723006036 0.024719138821373009 -0.042144949643624904 -0.0083300274294876141 0.013699834854340688 -0.024512451490949924 0.036488826767705713 0.0097670865195542168 0.031064243146260911 0.0095642832744937088 0.01506846442628698 0.05670816933623668 0.009205967519159702 0.0011408234234493084 0.05162849502512773 0.096628987348020806 0.01505640455916301 -0.027417634339364477 -0.013395058585129625 -0.030729019541443706 -0.0046354718910249374 leaf_weight=98.716618896300787 246.40030604547567 9.3665564718642411 47.106006971651453 12.012271304847671 38.950761271221609 141.75591226527717 77.722297823345272 109.36634271266507 48.629481353019514 147.47096910986409 49.624786482836356 14.223143651391863 18.888461628335023 31.577717808976558 149.33035370265401 39.207958529174007 35.402371587700827 1.8460222478915671 125.29064174210126 78.12047327382129 8.3427904521304281 101.88580351539153 176.08825998890231 6.738010896583094 2.4802412316203108 16.598742404016775 8.1220596493529325 76.069812958216062 20.355093701689839 26.385676212944873 leaf_count=1685 6455 205 902 222 747 3208 1581 2873 1108 3065 976 324 437 628 3585 711 706 46 2485 1487 171 2351 4677 150 36 382 148 1706 422 565 internal_value=-9.16743e-05 -0.0145753 0.0176181 -0.0218364 0.0279965 -0.0132504 0.0212697 -0.0309408 -0.0267219 0.0102989 0.0353847 -0.019867 -0.00759981 -0.00422052 -0.0226832 0.0252865 0.0214039 0.0129604 0.015576 0.021215 0.0298748 0.00690736 -0.00326719 0.0396347 0.0428676 0.0256158 -0.0165872 -0.0107158 -0.0199481 0.00535337 internal_weight=1964.08 1080.45 883.627 657.961 365.442 338.622 191.283 319.338 209.972 518.185 174.158 155.979 182.643 143.4 161.343 152.333 113.125 370.714 258.86 133.569 55.4488 111.854 422.489 124.534 101.197 23.3368 9.96808 85.4364 39.2436 57.9634 internal_count=44044 26415 17629 15283 6974 7495 3745 7788 4915 10655 3229 3532 3963 3104 3807 2998 2287 7590 5045 2560 1073 2545 11132 2253 1721 532 194 1911 859 1193 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 3 3 3 0 8 4 2 0 1 3 9 8 4 1 2 2 1 8 8 2 8 1 0 1 8 split_gain=182.041 32.9424 23.9822 19.5665 6.19733 5.98573 4.70324 3.06756 2.75575 2.68898 2.51866 2.43972 3.85718 2.54738 2.33826 2.30536 2.25747 2.45458 2.51636 2.51712 2.20371 2.16685 2.15514 2.06388 2.03108 1.81641 2.00949 2.28044 2.45349 1.75348 threshold=6.3166666666666673 1.0000000180025095e-35 3.4722222222222228 9.1055555555555561 0.2678571428571429 7.2678571428571432 4.8166666666666673 11.683333333333335 3.5000000000000004 2550.0000000000005 6.5000000000000009 0.11805555555555557 3.5000000000000004 0.13392857142857145 2.683333333333334 1.0000000180025095e-35 1650.0000000000002 5.5000000000000009 1.0000000180025095e-35 0.5634920634920636 0.29285714285714287 0.11805555555555557 2675.0000000000005 1075.0000000000002 0.31666666666666671 1750.0000000000002 0.31666666666666671 3.5000000000000004 0.58571428571428574 1250.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 4 5 14 22 21 8 10 11 -5 12 -7 -13 -1 -2 17 18 19 -8 -20 -4 23 24 -3 -6 -27 -28 -29 -12 right_child=1 3 6 7 25 9 16 -9 -10 -11 29 13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.040357356404230826 -0.007218159094180561 0.0063270372230762708 0.018914040392757608 -0.0086812470247516673 0.014003963164300774 -0.018436792679065873 0.0075277257259978737 -0.038152768837029172 -0.039137421807898816 0.0044721389179615328 -0.015303027510285559 -0.0043575560656107281 -0.035396099627116116 -0.027348880175842628 0.028768374830046708 0.00021689486043762206 0.010712630462550218 -0.016323577451367834 -0.028017470519166754 0.050759358399465188 4.0734870697284901e-05 0.0096486771934025731 0.022610108603247522 -0.0083049016818032804 0.099657400424580239 -0.024145382251721689 0.022760647849859508 0.054513026514522403 -0.027739144250924497 -0.030930460566197322 leaf_weight=80.586231252841912 188.69327522216841 1.8429559185169062 170.77075906423423 23.237471516258665 67.397919202180219 115.6144351756636 88.242264044177432 106.39247205425409 36.593813931298428 11.589733896544201 23.920657343140647 39.697484172639633 47.220303430057754 17.297260330410154 94.643131814359293 232.99466740978582 157.05987885375541 16.021041333970516 8.5334494125342513 3.5005542480794238 38.892600709367315 100.08500148997618 6.1882921100477679 145.99253684598696 0.85262823291122902 1.9543705875548756 50.375561219391358 10.52126876029433 0.99211886120610948 71.915473861263649 leaf_count=1378 5253 48 3248 478 1358 2749 1628 2873 854 277 571 857 1083 367 1797 5879 3278 342 199 61 949 2215 115 3212 19 54 887 202 33 1780 internal_value=-9.32637e-05 -0.0139883 0.0166207 -0.0210635 0.0279447 -0.0139093 0.0106689 -0.0316093 -0.0271371 -0.019001 -0.0234491 -0.0202385 -0.0233548 -0.0113352 0.034098 -0.00311008 0.00648664 0.00220973 0.00434327 0.00917728 -0.00500783 0.0154904 -0.00630118 -0.00750445 0.0358479 0.019729 0.0257727 0.0273491 0.0474253 -0.0270299 internal_weight=1959.62 1070.04 889.576 648.356 306.471 386.296 583.106 262.06 155.667 231.419 119.074 219.829 162.835 56.9947 175.229 421.688 312.25 155.19 139.169 91.7428 47.4261 270.856 154.876 148.688 2.69558 131.241 63.8433 61.8889 11.5134 95.8361 internal_count=44044 26415 17629 15283 5709 8727 11920 6556 3683 5333 2829 5056 3832 1224 3175 11132 6457 3179 2837 1689 1148 5463 3394 3279 67 2534 1176 1122 235 2351 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 4 2 0 3 3 0 4 3 4 1 0 4 1 8 8 8 1 8 8 1 9 3 2 2 8 split_gain=164.604 31.7517 21.995 17.3861 5.84703 5.01136 4.10514 4.07485 3.24642 2.93048 2.90468 2.669 2.4383 2.38452 2.2318 2.79007 2.74772 2.64594 2.8766 2.1244 2.069 2.20286 1.91759 3.31063 1.86816 3.072 2.54405 2.09341 1.99539 2.66531 threshold=6.354166666666667 58.500000000000007 3.8166666666666669 9.2250000000000014 0.15476190476190479 4.5000000000000009 0.58571428571428574 2.5000000000000004 5.5277777777777786 11.683333333333335 3.5000000000000004 2.5000000000000004 3.7638888888888893 4.5000000000000009 0.13392857142857145 3.5000000000000004 2.5000000000000004 0.10555555555555557 1550.0000000000002 1450.0000000000002 1850.0000000000002 0.58571428571428574 2675.0000000000005 2050.0000000000005 0.11805555555555557 1.0000000180025095e-35 5.3166666666666673 0.2678571428571429 0.35416666666666669 1250.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 5 11 14 -6 -7 24 10 13 22 20 -5 15 16 -2 -17 -19 -3 21 -8 23 -1 25 26 -4 -26 29 -28 right_child=1 19 8 9 6 7 12 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 -25 27 -27 28 -29 -30 -31 leaf_value=0.036854767799841197 0.026570781042235099 -0.0076967077544433287 0.01616581742572033 0.0039916290334898828 0.0044281751139233667 -0.01419024767162016 0.023273724377646368 -0.029534236819583455 0.0030409037521870515 -0.037274922600527206 -0.039357493479800013 0.021692323674035802 0.08615985214277963 -0.024550802940855418 -0.01861882380222156 -0.011974988631958802 -0.0017288881498210432 -0.016436464907687319 0.067143898838839131 -0.00029634011981663803 0.031725336185065157 0.0084032529256369091 0.076765205743393697 0.0076273306976226279 -0.015843841568394624 0.0082662424609044622 0.062506942167216611 0.0082784794599775977 0.055370567375709223 0.010552364138690387 leaf_weight=113.65659969077961 10.96630178415205 151.52180946248211 114.74533842661307 7.8421061010449185 39.340445183330843 125.00929429075521 77.073996796411592 66.172791178792664 159.66687937162339 103.52668028415815 33.389871012916046 50.591434219263959 1.4903174578739697 109.37056267738694 38.426829833178317 89.376199277821797 39.37247914344016 1.898797237977816 2.2485559414749332 269.39791695282315 39.693222150047461 36.793263014552139 2.7248736321926108 10.591695969411374 9.8567949991174526 126.6827965994535 3.2769225663141723 102.75925418702926 7.6915364004980793 10.006695221582047 leaf_count=2008 195 4207 2178 146 747 3089 1515 1434 3287 2873 801 976 47 2683 855 2099 784 49 53 6925 705 731 39 206 194 2485 54 2351 132 196 internal_value=-9.42826e-05 -0.0135848 0.0155073 -0.0207104 0.0248445 -0.0138456 0.0188531 -0.0195012 0.00901184 -0.030799 -0.0263473 0.0314038 0.0225131 -0.0226412 -0.00791414 -0.00505483 0.00443619 -0.0101633 0.028878 -0.00296031 0.0218954 0.0184687 0.0352732 0.0343632 0.011554 0.0138659 0.0190926 0.00616716 0.0351039 0.023369 internal_weight=1955.16 1048.52 906.642 627.6 371.956 373.471 194.391 191.182 534.686 254.129 150.603 177.565 155.051 117.213 182.289 143.862 50.3388 93.5236 4.14735 420.92 153.56 113.867 126.973 124.248 375.019 262.403 135.72 112.616 20.9752 13.2836 internal_count=44044 26193 17851 15061 6974 8558 3745 4523 10877 6503 3630 3229 2998 2829 4035 3180 979 2201 102 11132 2951 2246 2253 2214 7590 5045 2560 2545 382 250 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 3 3 8 0 4 2 0 1 0 3 2 2 1 0 9 8 8 9 3 8 1 8 8 0 split_gain=148.794 29.4416 19.7805 16.4791 5.02467 4.75572 4.1046 2.84909 2.8329 2.80458 2.30762 2.27251 3.77363 2.27534 2.23234 3.58287 2.10736 2.30059 2.16246 2.07397 2.05943 1.9735 1.97155 1.92344 2.27626 1.79377 1.77537 1.6938 1.66234 2.37572 threshold=6.354166666666667 58.500000000000007 3.4722222222222228 9.2250000000000014 0.2678571428571429 7.2678571428571432 4.8166666666666673 11.683333333333335 2550.0000000000005 3.5000000000000004 6.5000000000000009 0.11805555555555557 3.5000000000000004 0.13392857142857145 1.5000000000000002 2.2250000000000005 0.2678571428571429 0.70714285714285718 0.15476190476190479 4.5000000000000009 1.0000000180025095e-35 2550.0000000000005 2550.0000000000005 1.0000000180025095e-35 8.7638888888888911 1075.0000000000002 0.13392857142857145 1250.0000000000002 1350.0000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 5 14 25 26 9 11 10 -5 12 -7 23 -1 -16 -8 18 -18 21 -3 -17 -21 24 -13 -2 -4 -12 29 -28 right_child=1 20 6 7 -6 8 16 -9 -10 -11 27 13 -14 -15 15 19 17 -19 -20 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.023757159946764778 0.036029116107421683 -0.006717297772197134 0.016846478294307608 -0.0076339604324032534 0.017525687205071767 -0.017119584512602211 0.0017272293974103211 -0.036406446587286756 0.0064041482777643169 -0.038488756284310671 -0.013701717861531792 0.011849569546879641 -0.033965632788370281 -0.025876323353728876 0.060128568276224439 0.034991427561556036 0.014802004859189692 -0.067523767850069194 0.0025258143095189855 0.023379597026168441 0.00032444347339071606 0.077026820491714609 -0.048689165644048446 -0.015728938873023752 -0.041312534963377015 -0.0068340816886038117 0.050901463150886596 -0.029290389564489618 0.0051049685335874733 0.0113675860026533 leaf_weight=74.462045499514716 2.484402556437856 187.48343727244134 176.38080848827121 22.878177350918122 133.21347958065968 113.02409394058191 171.21448824356631 100.76729916105865 11.532774974242782 32.460170756679418 23.283774135003569 19.169055517671953 47.095074077257379 16.789958723748896 12.569994965803742 57.490779988984343 96.906558423298549 0.95657625441526661 56.956230358628204 29.768416913305945 232.70714450585621 2.9347293258788332 0.98022045598190644 18.54816328578454 2.2498531308810916 139.1915593006232 5.0481480110807437 69.25742812381111 77.475621289606153 15.370951716628126 leaf_count=1384 62 5253 3333 478 2534 2749 3444 2873 279 801 571 414 1123 368 190 906 1946 21 1268 636 5879 36 23 407 46 3110 80 1780 1737 313 internal_value=-9.48536e-05 -0.0130313 0.0146463 -0.0199676 0.0248715 -0.0132792 0.00934185 -0.0299227 -0.0177431 -0.0255046 -0.021853 -0.0190272 -0.0220744 -0.0104306 0.0303626 0.0351037 0.00554975 0.00977708 0.0102577 0.0316535 -0.00281749 0.037033 0.0210822 -0.00394187 0.00626539 -0.00608244 0.0138496 -0.0253682 0.00844989 0.0211414 internal_weight=1950.65 1038.92 911.729 618.732 311.42 370.085 600.309 248.647 228.409 147.88 115.419 216.876 160.119 56.757 178.206 103.744 326.034 154.819 153.863 91.1741 420.191 60.4255 30.7486 39.9671 21.4189 141.676 274.276 92.5412 97.8947 20.4191 internal_count=44044 26193 17851 15061 5709 8558 12142 6503 5386 3630 2829 5107 3872 1235 3175 1791 6679 3235 3214 1601 11132 942 659 867 460 3172 5463 2351 2130 393 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=3 0 3 3 4 1 3 0 2 1 3 0 9 3 3 1 4 0 8 8 8 2 1 3 8 8 8 1 8 2 split_gain=134.532 27.278 17.6436 15.6253 4.64173 4.59499 3.931 3.82952 2.95926 2.89381 2.6973 3.08097 2.26694 3.95582 5.47732 3.27508 2.16657 2.09564 3.38782 2.47411 2.35758 2.25175 3.02581 2.18505 1.97174 1.89884 2.02903 1.85222 1.80035 1.68621 threshold=6.354166666666667 1.0000000180025095e-35 3.683333333333334 9.3166666666666682 4.5000000000000009 0.47222222222222227 2.683333333333334 2.5000000000000004 0.29285714285714287 0.13392857142857145 11.683333333333335 3.5000000000000004 1.0000000180025095e-35 5.354166666666667 5.2678571428571432 0.11805555555555557 6.5000000000000009 2.5000000000000004 1350.0000000000002 1850.0000000000002 2675.0000000000005 0.41428571428571431 0.15476190476190479 8.1547619047619069 1750.0000000000002 2050.0000000000005 1250.0000000000002 0.35416666666666669 2675.0000000000005 0.61250000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 24 5 4 17 6 27 28 12 -10 11 16 15 14 -14 -4 -5 19 23 -3 21 -20 -23 -19 -2 26 -8 -1 -6 -7 right_child=1 3 8 10 7 29 25 -9 9 -11 -12 -13 13 -15 -16 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031961049429790632 -0.0055907741696169296 -0.00073016046097316772 0.011214835458828419 -0.0072890116169677501 -0.014306613130699293 -5.3950173704766313e-05 0.011133017524201191 -0.028061993652932934 0.015568702284625972 0.0058021935511493629 -0.035546710362896118 -0.039457491669947373 0.004942991716433226 -0.010687338472270207 0.088141020576800039 -0.019033484095494074 -0.024536647328178656 0.0084508863348815768 -0.017340392890180707 0.041096443004459082 0.016301689761881216 0.04888004383532811 -0.029759335017466599 -0.018321749710666323 0.0013575255416187057 0.005390448104441733 0.025900224185560219 0.066679975896783372 0.017007301252203306 0.016427993530500794 leaf_weight=102.81605970479967 243.84150508818627 22.188759749832091 114.13535261542447 22.765774771096858 118.06475457007181 19.352726704599974 29.483169558804363 65.462852227058022 180.48914855232579 130.81919528279695 98.112395230683433 28.541353220158271 62.512253456243911 54.835695451418246 2.0429020323081195 9.7099820654044873 90.938069155716335 34.061215264975999 100.14120534802225 4.2056436967379787 6.0902003967494229 3.0010887844546223 2.0647983165713413 9.8178471564169723 175.65061212230867 17.67679759110797 110.22409969360821 3.9905912719777907 4.7757607698440543 78.314865580132818 leaf_count=1720 6455 469 2224 478 2978 355 557 1465 3502 2934 2873 735 1206 1119 41 197 2351 703 2328 97 134 70 54 215 4677 329 2107 75 111 1485 internal_value=-9.49466e-05 -0.0124966 0.0138403 -0.0192439 -0.0127942 0.0224288 0.0258546 -0.0182944 0.008236 0.0114646 -0.029169 -0.0247701 0.00410386 -0.000812345 0.00757586 0.00884324 -0.0210833 -0.00709012 -0.0093055 0.00593443 -0.0139443 -0.0156952 0.0168275 0.00246057 -0.00268137 0.0208303 0.0227838 0.0332582 -0.0130892 0.0131621 internal_weight=1946.13 1029.72 916.403 610.232 369.874 361.858 264.191 188.303 554.545 311.308 240.358 142.245 243.236 119.391 64.5552 123.845 113.704 181.571 155.176 26.3944 111.297 105.207 5.06589 43.8791 419.492 157.384 139.707 106.807 122.841 97.6676 internal_count=44044 26193 17851 15061 8624 6628 4788 4554 11223 6436 6437 3564 4787 2366 1247 2421 2829 4070 3504 566 2586 2452 124 918 11132 2993 2664 1795 3089 1840 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 3 0 3 0 3 4 8 4 1 2 2 8 9 2 0 8 8 2 8 8 2 8 3 4 split_gain=121.653 24.3097 15.7262 15.3547 4.32285 3.77756 3.69587 3.92277 3.2488 2.66006 3.26919 2.23373 2.00048 2.02418 2.02908 2.08622 1.98701 1.96095 1.85469 1.84625 1.75552 2.54692 1.94343 2.20556 1.74482 1.89467 2.578 1.60787 1.57095 2.20741 threshold=6.3166666666666673 58.500000000000007 8.7638888888888911 3.4722222222222228 0.21111111111111114 7.154761904761906 11.633333333333335 3.5000000000000004 4.8166666666666673 1.5000000000000002 2.2250000000000005 4.5000000000000009 1650.0000000000002 5.5000000000000009 1.0000000180025095e-35 0.5634920634920636 0.43650793650793657 2900.0000000000005 1.0000000180025095e-35 0.29285714285714287 4.5000000000000009 2675.0000000000005 1450.0000000000002 0.73214285714285732 2675.0000000000005 1550.0000000000002 0.18333333333333338 1250.0000000000002 6.9500000000000011 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 4 9 24 7 11 -5 -1 -11 -4 13 14 15 -10 -7 -9 -3 -16 21 22 23 -12 25 26 -2 -13 -27 -30 right_child=1 18 6 8 -6 16 -8 17 12 10 20 27 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.020911767691512453 -0.0082567999586097337 -0.0062670034489950054 0.0022547200908887952 0.012455832378062222 0.016088349049323946 -0.016486721914560753 -0.034538100902398991 -0.037437916774750293 0.0057208422427938721 0.061144452150588197 -0.0041750106531312078 -0.010899314546647325 0.0089847542901284345 -0.015865289556189936 -0.02680645124515816 0.04433650714214514 0.0078123465050152332 0.04138061075543778 0.00042805677676363747 -0.00091705934606825827 0.020765176623064142 0.095650840616073762 0.040976398979783321 0.034903644345674327 0.022951100268310334 -0.017300994093272681 0.013455658412017284 -0.023610276295442763 0.023259193394500933 -0.0086818388057096334 leaf_weight=75.478985007111817 30.32086170659403 186.4018072731821 11.667146951702305 277.1757131240596 152.17882466594267 176.13353098897315 98.390752392911054 41.872299876274894 89.666410038545877 9.6633003115512093 6.0503302505603633 32.792299455486059 159.44709794643433 15.924836252316707 8.3508244238346929 3.6395851546258191 8.8351937272363994 0.80429132413701054 232.42944164328327 39.266214580045386 29.788145884273831 1.7361581549048413 31.802712144648865 8.9540047608329569 5.5813311985693863 41.182164174240995 24.896494893998664 103.09715702708188 6.5251530588420783 31.625066416767822 leaf_count=1384 666 5253 219 5463 2801 4154 2932 1088 1628 151 104 815 3278 342 199 61 194 18 5879 949 620 18 483 148 106 945 531 2716 170 729 internal_value=-9.49778e-05 -0.0118385 -0.0181763 0.013243 0.0221529 -0.0106348 -0.0266708 -0.0226017 0.00850398 0.0277984 0.0337055 -0.0187403 0.00504089 0.00103168 0.0029411 0.00722712 -0.0153261 -0.0359525 -0.0025516 -0.0054574 0.0303205 0.0361841 0.0339784 0.0191456 -0.00444258 -0.00557891 0.00153295 -0.0205429 -0.0105289 -0.0032187 internal_weight=1941.68 1032.55 613.724 909.123 315.652 325.1 288.624 190.233 593.471 163.474 87.9947 147.557 316.295 156.848 140.923 93.306 184.969 42.6766 418.831 47.617 78.3314 48.5432 46.807 15.0043 140.131 134.55 55.2174 135.889 79.3324 38.1502 internal_count=44044 26415 15283 17629 5709 7495 7788 4856 11920 2908 1524 3750 6457 3179 2837 1689 4348 1106 11132 1148 1373 753 735 252 3147 3041 1197 3531 1844 899 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=3 3 3 3 4 0 2 1 3 0 1 3 1 4 0 0 9 0 3 2 0 4 8 0 8 3 1 9 8 4 split_gain=110.105 23.3838 14.3201 14.0409 4.11427 3.69025 3.60111 3.03044 2.51542 2.87324 2.30219 2.6283 2.12099 2.35863 3.89098 2.32544 2.22621 2.20366 2.06268 2.00603 2.24674 1.98227 1.92707 1.85079 1.77292 1.65583 2.47665 2.06243 1.56533 1.70261 threshold=6.354166666666667 58.500000000000007 4.2678571428571432 9.3166666666666682 4.5000000000000009 4.5000000000000009 0.61250000000000016 0.58571428571428574 11.683333333333335 3.5000000000000004 0.13392857142857145 4.0500000000000007 0.13392857142857145 2.5000000000000004 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3.5277777777777781 0.29285714285714287 2.5000000000000004 6.5000000000000009 2450.0000000000005 1.5000000000000002 1750.0000000000002 2.683333333333334 0.47222222222222227 1.0000000180025095e-35 1250.0000000000002 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 4 12 23 10 25 9 21 11 18 13 15 -15 -2 22 -17 -1 -4 -21 -5 -16 -6 -3 -8 -27 -28 -23 -30 right_child=1 24 19 8 5 -7 7 -9 -10 -11 -12 -13 -14 14 16 17 -18 -19 -20 20 -22 28 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.026123779598265097 0.025262738750131655 -0.005197216264701785 0.002051734378445998 -0.006385004162527407 -0.0084570610790837396 -0.039882392492798395 0.02775384482326218 0.010661817228030321 -0.033855437817728089 -0.037840522857814855 0.0061309823148206054 0.04339252764860977 -0.016955954410782952 -0.00060427137437468108 -0.016211896082448506 -0.027238921093200797 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4110 571 33 2301 4677 2181 30 39 736 1044 internal_value=-9.43289e-05 -0.0114862 0.0123788 -0.0178603 -0.011739 -0.0169936 0.0182191 0.021641 -0.0275095 -0.0232136 0.0128674 0.0173234 -0.00635577 -0.00357074 -0.00843017 0.00496011 -0.0221465 -0.000587086 0.0151393 0.00574992 0.0088809 -0.0196436 -0.0113719 -0.0148032 -0.00242796 0.0239422 0.0195614 0.0630899 -0.023024 -0.0269265 internal_weight=1937.22 1012.49 924.724 594.298 363.623 184.011 491.604 299.865 230.676 137.557 191.738 115.402 179.612 142.24 90.6203 51.62 32.9206 40.5427 106.481 433.12 234.547 110.57 19.5178 167.939 418.196 247.906 115.342 3.17778 88.1065 65.6099 internal_count=44044 26193 17851 15061 8624 4554 9171 5464 6437 3564 3707 2167 4070 3213 1906 1307 759 1112 1975 8680 4778 2829 448 4130 11132 4487 2250 69 2351 1780 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 2 1 3 0 8 9 1 3 4 0 4 3 2 1 0 9 8 9 8 0 8 1 4 8 8 split_gain=99.5847 21.6201 13.2488 12.7971 3.89562 3.21847 2.72598 2.4336 2.76616 2.41789 2.36383 2.05192 2.30017 1.89888 3.49343 1.88773 1.83694 1.79686 2.02171 2.17066 1.66925 1.54853 1.50722 3.9665 2.50815 2.89794 2.03382 1.90093 1.7602 1.49518 threshold=6.354166666666667 1.0000000180025095e-35 9.3166666666666682 4.2678571428571432 7.2678571428571432 0.61250000000000016 0.68333333333333346 11.683333333333335 3.5000000000000004 2550.0000000000005 1.0000000180025095e-35 0.13392857142857145 4.0500000000000007 4.5000000000000009 3.5000000000000004 4.5000000000000009 3.5277777777777781 0.29285714285714287 0.11805555555555557 2.5000000000000004 1.0000000180025095e-35 1075.0000000000002 1.0000000180025095e-35 1450.0000000000002 4.5000000000000009 1950.0000000000002 0.35416666666666669 2.5000000000000004 1550.0000000000002 1350.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 20 4 5 21 11 22 8 15 13 -8 12 16 29 -15 -4 -1 -5 19 -19 -2 -3 27 -24 28 -26 -27 -7 -25 -6 right_child=1 2 7 17 9 6 10 -9 -10 -11 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76.54353237899889 9.0697114836818837 96.20348169504652 25.473800440532216 101.28494722995896 76.314745498511684 29.146009903017102 97.745807051054101 108.57774962611666 232.19610410133646 136.42982468625797 36.139972869143321 1.5424824290676031 5.7804783231294996 7.1322435342565296 1.9933275270122974 19.559411252323116 83.331438649747184 60.90936295465508 leaf_count=545 5253 62 146 3902 597 1699 337 2873 735 281 496 1540 192 2486 634 2683 1430 494 2164 2120 5879 3110 728 25 186 177 50 360 1406 1454 internal_value=-9.3701e-05 -0.0110059 -0.0171946 0.0117099 -0.0112471 0.017212 0.0204366 -0.0266856 -0.0224362 -0.0153599 0.0088769 0.0121636 0.0163533 -0.0165787 -0.0206336 -0.0189298 0.0143048 0.00544754 0.00840269 0.0123058 -0.00231012 -0.00468265 0.0223913 0.0187696 0.0239101 0.00499402 0.0225403 0.0264241 0.0272322 -0.0110121 internal_weight=1932.88 1004.37 586.77 928.516 360.724 494.262 301.607 226.046 135.283 221.774 43.6233 192.655 116.111 210.312 121.677 109.054 107.041 434.254 235.47 137.724 417.596 138.95 257.984 135.92 99.78 14.906 9.12557 122.064 84.8739 88.6349 internal_count=44044 26193 15061 17851 8624 9171 5464 6437 3564 5452 833 3707 2167 5171 3120 2829 1975 8680 4778 2614 11132 3172 4631 2572 1844 413 227 2059 1431 2051 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=0 split_feature=3 0 3 3 4 1 0 3 0 3 3 0 1 4 0 9 0 0 4 9 1 2 3 3 3 2 2 3 8 0 split_gain=90.0707 19.9691 12.491 11.4632 3.60764 3.59566 3.41254 2.51053 2.42282 2.9118 2.353 2.68355 1.96275 2.14346 3.61085 2.10858 2.07358 2.03373 1.88706 1.83296 3.61695 3.2957 2.2542 1.86293 1.77647 3.40476 1.7539 1.89368 1.69533 1.69104 threshold=6.354166666666667 1.0000000180025095e-35 9.3166666666666682 3.4722222222222228 4.5000000000000009 0.21111111111111114 4.5000000000000009 4.8166666666666673 1.5000000000000002 2.2250000000000005 11.633333333333335 3.5000000000000004 0.13392857142857145 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 0.11805555555555557 0.35416666666666669 5.354166666666667 4.9500000000000011 5.2678571428571432 0.31666666666666671 0.29285714285714287 5.6125000000000007 2450.0000000000005 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 5 12 8 29 -5 -1 -10 11 18 13 16 -15 28 -3 -18 -4 20 21 -9 24 -23 -21 -26 -24 -28 -16 -6 right_child=1 2 10 7 6 -7 -8 19 9 -11 -12 -13 -14 14 15 -17 17 -19 -20 22 -22 23 26 -25 25 -27 27 -29 -30 -31 leaf_value=0.017340425623546273 -0.002197873900900967 0.024141931989893888 0.0058952105632607728 0.010537607398520221 -0.0075705871016084648 0.01326082155010647 -0.038368873977453845 0.0073274286356382187 0.055347999859956414 0.026307780575833151 -0.032036497244168925 -0.036139250661176209 -0.016009611831232343 -0.00018833994388650765 -0.015268654326534499 -0.036665747468886005 -0.026116373132892806 0.0046679985652150948 -0.019914310624597076 0.0044283880311623237 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2.13592 2.00701 2.46569 4.89214 1.98677 1.82292 2.46077 1.79191 1.7822 2.63611 1.71861 2.02574 1.66374 1.65919 threshold=6.354166666666667 1.0000000180025095e-35 9.3166666666666682 0.58571428571428574 7.2678571428571432 4.7071428571428582 0.21111111111111114 5.4722222222222232 1175.0000000000002 2.7638888888888893 5.3166666666666673 1250.0000000000002 2550.0000000000005 1.0000000180025095e-35 0.11805555555555557 0.35416666666666669 5.354166666666667 5.5000000000000009 2.683333333333334 0.35416666666666669 4.154761904761906 3205.0000000000005 2870.0000000000005 0.38750000000000007 5.2111111111111121 0.31666666666666671 1750.0000000000002 0.23611111111111113 1.5000000000000002 0.13392857142857145 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 5 -3 21 9 8 -8 28 20 -4 -6 14 15 -7 24 -10 19 -19 -11 22 29 -24 -15 -26 -18 -28 -5 -1 right_child=1 2 11 6 12 13 7 -9 17 10 -12 -13 -14 16 -16 -17 26 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.012813766525657945 -0.0020907144564197705 -0.0040492089597118884 -0.016618128564175116 0.020914855321603368 -0.015466553094046443 0.007878023103473103 0.061603996234320696 -0.043285759175647719 0.014766713939825971 0.017622086057283156 0.055323442042156529 -0.028294706425209024 0.0071165561911363294 0.0026689448068898222 -0.0072834434106624386 0.023649078244051425 -0.012187497669764645 -0.014506521635407103 -0.014685823930394942 0.07427413039511907 0.00015309326368385999 -0.040402273908122614 0.08184915738983338 0.019675545629825257 0.055589706100539031 0.0051989376903846252 -0.002214230108535351 0.031692949241077316 0.03551906305729894 0.0040059481009615695 leaf_weight=155.31531245914277 416.48772314250414 137.74644798107687 59.887950251928032 40.975580554379178 206.13760529592622 109.30512983024886 2.7292480806645463 2.3312907792101205 136.95785476878729 95.743740588617072 4.6782796889528973 157.45221587214132 11.442017710549406 54.700980744096782 36.408522047752911 28.120881499221923 46.735711153450907 3.6497762598592116 13.190290216437345 2.6992524171728292 19.609711770806427 1.7720918122213323 2.019466955214738 2.7195201611611992 4.2464543128173755 6.6751759749871553 40.838502300316975 4.937509772540067 37.211971442438767 81.539389113059769 leaf_count=2823 11132 3172 1706 709 5171 2099 53 45 2294 1839 85 4731 281 1160 765 528 970 75 467 85 360 28 35 38 82 144 846 104 592 1625 internal_value=-9.15626e-05 -0.0100951 -0.0159165 0.0104901 -0.0103133 0.00632363 0.0171529 0.0126485 0.0134675 0.0208242 0.0162376 -0.0250772 -0.014279 0.00353704 0.00725381 0.0111052 -0.000548749 0.012628 -0.00236299 0.0232381 0.0146524 0.0101248 0.0104954 0.0461701 0.00635081 0.0247914 -0.00544291 0.00144308 0.0278655 0.00978159 internal_weight=1924.27 989.154 572.666 935.112 355.326 575.335 359.777 161.558 159.226 198.219 120.032 217.34 217.58 331.969 173.835 137.426 158.134 156.497 19.5393 6.34903 115.353 243.366 241.594 4.73899 65.6226 10.9216 92.5117 45.776 78.1876 236.855 internal_count=44044 26193 15061 17851 8624 11247 6604 3019 2974 3585 2284 6437 5452 6698 3392 2627 3306 2921 627 160 2199 4549 4521 73 1386 226 1920 950 1301 4448 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=3 0 3 2 3 8 3 3 1 3 3 3 8 9 1 2 3 0 3 1 3 8 8 0 0 4 8 0 8 0 split_gain=73.6894 16.9955 11.0773 9.30863 3.56768 2.64587 2.18362 2.14746 2.14039 2.70194 2.32263 2.58059 2.24529 1.81237 3.49633 1.9795 1.92726 1.79576 2.22232 4.31779 1.77629 1.66107 2.1627 1.6354 1.63399 2.3591 1.6288 1.60724 2.67977 1.59076 threshold=6.354166666666667 1.0000000180025095e-35 9.5277777777777803 0.58571428571428574 7.2678571428571432 1250.0000000000002 4.7071428571428582 10.763888888888891 0.21111111111111114 5.4722222222222232 2.7638888888888893 5.3166666666666673 1175.0000000000002 1.0000000180025095e-35 0.11805555555555557 0.35416666666666669 5.354166666666667 5.5000000000000009 2.683333333333334 0.35416666666666669 4.154761904761906 3205.0000000000005 2870.0000000000005 7.5000000000000009 3.5000000000000004 4.5000000000000009 1450.0000000000002 2.5000000000000004 1550.0000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 26 4 6 -3 7 21 -4 10 12 -5 20 -10 14 15 -8 -15 27 19 -19 23 22 -1 -12 -6 -26 -2 28 -14 -18 right_child=1 2 5 8 24 -7 13 -9 9 -11 11 -13 17 16 -16 -17 29 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0092570505332704566 -0.0061859331843421659 -0.0038566652523469832 -0.00083532706419138915 0.026402501592685625 -0.010825377577041537 -0.028624868549617034 0.0074542556438549614 -0.022347541653390264 0.057183087945550541 -0.042102048038230984 0.014180854199837837 0.051317664648692286 -0.0090443789961707748 0.0060123107756306759 -0.0069467886196133552 0.022273323163706785 0.0012649389931149533 -0.013840351820650862 -0.01403604232052502 0.069183843667635983 0.00014542912484485584 -0.039082341779520968 0.043081970023047915 0.033824042495037558 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0.019702 0.0153475 0.0127343 0.00335376 0.00686897 0.0104975 -0.000523555 0.0119447 -0.00225629 0.0219316 0.0138605 0.0095801 0.00992942 0.0166558 -0.0139978 -0.0194735 -0.00198866 0.0139564 0.00796055 -0.00518706 internal_weight=1920.13 982.18 566.197 937.955 372.559 193.638 576.731 53.7828 361.223 162.215 199.009 120.62 159.936 332.434 174.358 138.09 158.075 157.145 19.499 6.3861 115.832 244.298 242.557 96.2206 235.158 86.263 415.982 137.646 61.682 92.2514 internal_count=44044 26193 15061 17851 9126 5935 11247 1580 6604 3019 3585 2284 2974 6698 3392 2627 3306 2921 627 160 2199 4549 4521 1839 5954 2244 11132 2294 1120 1920 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=3 0 3 2 3 0 2 8 3 1 1 3 3 3 8 3 8 0 3 1 1 8 9 1 0 3 8 3 2 2 split_gain=66.6805 15.0621 11.1007 8.19868 3.10785 3.48927 2.98157 2.31164 2.14686 2.10479 1.91092 2.18842 2.09204 2.66189 1.97002 1.87286 1.85032 1.7484 2.10176 3.98673 1.55898 1.5575 1.54871 3.20426 1.83241 1.71091 1.79941 1.57589 2.27342 1.53758 threshold=6.3166666666666673 1.0000000180025095e-35 8.7638888888888911 0.58571428571428574 11.633333333333335 3.5000000000000004 0.41428571428571431 2985.0000000000005 7.3166666666666673 0.2678571428571429 0.23611111111111113 5.4722222222222232 5.3166666666666673 2.7638888888888893 1175.0000000000002 4.7071428571428582 2900.0000000000005 5.5000000000000009 2.683333333333334 0.35416666666666669 0.13392857142857145 1250.0000000000002 1.0000000180025095e-35 0.11805555555555557 1.5000000000000002 5.354166666666667 1750.0000000000002 5.2111111111111121 0.31666666666666671 0.31666666666666671 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 6 15 5 7 8 21 -3 -8 12 14 13 -5 -12 20 -7 -16 19 -19 29 -4 23 24 -17 27 -27 -24 -29 -1 right_child=1 2 4 10 -6 16 9 -9 -10 -11 11 -13 -14 -15 17 22 -18 18 -20 -21 -22 -23 25 -25 -26 26 -28 28 -30 -31 leaf_value=0.0056541785213454513 -0.0018916833519775742 -0.0048497919624902845 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2.7946686511641019 84.728782597307656 100.25192606993579 54.929554795657282 35.702625108837196 101.2318736626186 43.436050781512989 43.632379613641717 4.3730962284816979 6.7104764828518455 100.18518301233146 leaf_count=1120 11132 3102 886 1308 2932 1088 401 37 3863 129 53 43 78 2224 2294 675 18 68 442 85 1667 2827 1160 752 1853 919 900 82 144 1762 internal_value=-8.84998e-05 -0.00913635 -0.0144015 0.00952732 -0.0220475 -0.0182106 -0.00805266 -0.0145003 -0.00945056 0.0090191 0.0154068 0.0113593 0.0186681 0.0179007 0.0120249 0.0057742 -0.0317304 0.0112754 -0.00324271 0.0207733 0.00906604 -0.0151728 0.00326545 0.00657024 0.0101413 -0.000375806 -0.00497845 0.00569488 0.022893 0.0119629 internal_weight=1916.05 987.18 571.694 928.872 259.353 173.898 312.341 136.451 288.701 23.64 361.915 161.494 200.421 195.999 159.409 566.957 37.447 156.563 18.3121 6.08355 245.208 135.009 321.748 168.667 132.964 153.082 87.0684 66.0131 11.0836 160.48 internal_count=44044 26415 15283 17629 7788 4856 7495 3750 6965 530 6595 2985 3610 3532 2942 11034 1106 2889 595 153 4549 3713 6485 3280 2528 3205 1819 1386 226 2882 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=3 0 3 3 4 0 8 1 4 8 0 8 3 3 8 8 2 1 3 8 3 8 4 2 8 8 8 0 3 1 split_gain=60.3244 14.4286 9.85449 7.55898 3.03672 2.90882 2.50536 2.12816 3.12537 2.71203 1.98153 2.91411 2.2452 1.93899 1.93759 1.73583 1.72249 2.4774 2.13056 1.53994 2.0592 2.63671 1.91529 1.63407 1.50177 1.49836 1.49344 1.67098 1.48773 1.44545 threshold=6.354166666666667 1.0000000180025095e-35 9.5277777777777803 4.2678571428571432 4.5000000000000009 2.5000000000000004 1250.0000000000002 0.15476190476190479 2.5000000000000004 1850.0000000000002 2.5000000000000004 1350.0000000000002 8.1547619047619069 10.763888888888891 1750.0000000000002 2450.0000000000005 0.41428571428571431 0.15476190476190479 6.7638888888888902 2050.0000000000005 3.1339285714285716 2550.0000000000005 1.5000000000000002 0.31666666666666671 1750.0000000000002 1650.0000000000002 2675.0000000000005 1.5000000000000002 4.2111111111111121 0.23611111111111113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 24 4 7 10 -6 13 8 19 -9 14 12 29 -4 -3 16 -13 18 -18 23 21 -21 -22 25 -2 -1 27 -8 -10 -12 right_child=1 2 6 -5 5 -7 26 9 28 -11 11 15 -14 -15 -16 -17 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.044011614915579721 -0.0043662437643532202 -0.0027530326865338114 -0.00018575820185833688 0.0041164348284717638 -0.0093032767603540272 -0.022376333110398411 -0.022034861095255001 0.0064927555000498854 0.0087102658511962177 0.018786814779242478 0.013998194322786331 -0.014753530954966815 -0.016400875681548931 -0.020811108900945365 0.024673129903324424 0.0098387155034992645 -0.0026777142677264602 -0.027801155167124048 0.083551988039421946 0.0028574720758766099 -0.068610537638421912 0.058983577507554223 -0.0015341040953209149 0.022994405597429352 0.0017247302927626417 0.028981611531008911 -0.0026430552331964197 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0.0158104 0.0451087 0.0205366 0.00640748 0.0225947 -0.0120567 0.022227 -0.00179913 -0.0147488 -0.0270995 -0.028236 0.00951507 0.0102622 internal_weight=1912.01 969.01 553.981 943.005 367.319 188.504 186.662 504.289 268.223 236.066 178.815 151.501 43.6951 52.3354 27.3134 107.806 98.941 4.84723 2.89941 161.19 17.2242 9.17799 8.04619 143.966 415.029 2.92723 134.327 128.361 107.033 33.3509 internal_count=44044 26193 15061 17851 9126 4950 5935 9171 4766 4405 4176 3584 942 1580 592 2642 2450 119 67 2799 310 164 146 2489 11132 57 4355 4179 1967 703 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=3 0 3 2 3 0 4 0 1 8 1 0 8 3 8 2 1 2 9 3 3 2 8 3 8 1 9 3 3 9 split_gain=54.5822 12.7685 9.769 6.84792 2.95028 3.31323 2.4725 2.30444 2.1209 2.16328 3.13861 2.27404 2.03174 1.95531 1.6805 1.66841 1.63452 2.96861 1.95095 1.73375 3.26293 1.7562 1.81349 1.71973 1.71159 1.59199 2.06943 1.89397 1.51899 1.4807 threshold=6.3166666666666673 1.0000000180025095e-35 8.7638888888888911 0.58571428571428574 11.683333333333335 3.5000000000000004 4.5000000000000009 4.5000000000000009 0.13392857142857145 1350.0000000000002 0.10555555555555557 2.5000000000000004 2985.0000000000005 6.7071428571428582 2900.0000000000005 0.47222222222222227 0.11805555555555557 0.31666666666666671 1.0000000180025095e-35 5.354166666666667 5.1833333333333345 0.29285714285714287 1950.0000000000002 5.6833333333333345 3295.0000000000005 0.68333333333333346 1.0000000180025095e-35 3.8166666666666669 7.5277777777777786 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 left_child=3 29 6 16 5 12 8 -8 9 -3 11 -11 -4 -12 -7 -13 17 18 -1 20 -20 -21 23 -23 -18 27 -27 -5 -10 -2 right_child=1 2 4 25 -6 14 7 -9 28 10 13 15 -14 -15 -16 -17 24 -19 19 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0075360987970337356 -0.0050637981439868585 0.0097906469829467085 -0.013988816644293299 0.016860293772921496 -0.028575321360359229 -0.032041805971583286 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1.5579082595650096 17.370234692010854 27.446978994353344 52.667975122168457 10.71504096145827 231.04084684925664 leaf_count=2329 5253 764 3770 4708 2873 1090 3208 324 607 325 29 1891 37 41 18 54 3317 3121 1123 955 80 17 19 47 26 337 496 1054 252 5879 internal_value=-8.52224e-05 -0.00836259 -0.0132873 0.00855377 -0.0206111 -0.0169232 -0.00733192 -0.0123418 -0.00333669 -0.000497556 -0.00435631 -0.00590344 -0.0133445 0.0468364 -0.0304083 -0.00925652 0.00513056 0.00680715 0.00311882 -0.00160297 0.00380513 -0.00869394 0.0307373 0.00709572 0.000852014 0.0139098 0.00508524 0.0151486 -0.0142066 -0.00171121 internal_weight=1908.25 974.522 559.942 933.729 251.118 171.638 308.824 137.014 171.81 136.228 99.0702 96.164 135.642 2.90623 35.9967 80.7979 569.65 409.272 233.843 113.026 64.1217 48.9039 2.66963 2.00858 160.377 364.08 44.8172 319.263 35.5818 414.58 internal_count=44044 26415 15283 17629 7788 4915 7495 3532 3963 3104 2340 2270 3807 70 1108 1945 11034 7691 4570 2241 1203 1038 83 64 3343 6595 833 5762 859 11132 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 1 8 1 0 3 4 0 8 8 8 8 0 4 8 4 3 3 0 8 3 0 8 8 8 8 split_gain=49.41 12.2291 8.71052 6.2711 2.72262 2.44419 2.35041 2.31125 1.77075 2.43415 1.74369 1.78834 1.97493 1.62948 1.61372 2.67848 1.53766 2.35699 1.51459 1.51398 1.48301 1.44352 1.43007 1.46494 2.74463 1.41485 1.64195 1.53922 1.36588 1.33866 threshold=6.354166666666667 1.0000000180025095e-35 9.5277777777777803 3.4722222222222228 7.154761904761906 0.31666666666666671 1250.0000000000002 0.2678571428571429 1.5000000000000002 2.2250000000000005 4.5000000000000009 3.5000000000000004 1075.0000000000002 2550.0000000000005 1650.0000000000002 1850.0000000000002 3.5000000000000004 4.5000000000000009 1075.0000000000002 5.5000000000000009 4.3166666666666673 10.763888888888891 1.5000000000000002 2675.0000000000005 12.775000000000002 4.5000000000000009 2550.0000000000005 2550.0000000000005 1450.0000000000002 2050.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 28 4 7 18 6 21 8 29 -10 11 -5 20 16 -12 -16 19 -18 -3 -6 -13 -4 -8 -24 -25 27 -27 -11 -2 -1 right_child=1 2 5 10 13 -7 22 -9 9 25 14 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.013488193873312126 -0.0054932775566059293 0.037737948907425281 -0.0011137265471563762 0.0093682225601843909 -0.0024789383350890637 0.062146043259799701 -0.020272481069653722 0.0087779653297912329 0.041991582765218742 0.021285521878362509 -0.0083522012438265094 0.087309787445220596 0.0030469537395548659 0.0057626070190927199 0.014955508852328353 -0.010542653379358244 -0.01260631840431763 -0.030625779858236491 -0.003329376674917073 -0.013371398159557924 0.019990550390859341 -0.019143501962488749 -0.032584307632682399 -0.021594372383527755 0.085746228092697621 0.012186859302038425 -0.052759204398282467 0.057857894514877641 0.00050533736493440574 -0.010420105451713568 leaf_weight=71.909342315194891 147.25373485180307 2.2871886454522885 16.425644917080263 236.7119066179236 50.394872856082429 0.85851269483100523 58.8884647608146 140.79925646223231 12.688032363644195 59.974537874294469 43.275153997649795 1.0980367069714692 292.55716750684707 12.646941035669441 27.107952091034349 16.610213799060148 62.503402487455787 25.572067342380194 122.11770387889348 86.930973259655559 3.2089150327374227 34.249572788870864 66.055016311672262 3.0447160745534343 0.74032007623463858 31.267902156335197 1.0044447950058373 3.0219351183322933 266.89382108381426 6.3737507991481825 leaf_count=1253 4207 56 457 4008 1123 15 2246 2534 190 906 878 26 6261 311 535 369 1629 725 2869 2413 65 1118 1998 81 20 636 23 36 6925 131 internal_value=-8.36414e-05 -0.0080982 -0.013036 0.00800919 -0.00856883 -0.0220181 -0.0224209 0.0136122 0.017267 0.0214186 0.00505641 0.00612658 0.00354177 -0.0117016 -0.00150753 0.00526778 -0.0126815 -0.0178381 -0.00257435 -0.00937416 0.0371533 -0.0132994 -0.0260117 -0.0308509 -0.000599487 0.0186787 0.0101655 0.0230399 -0.00162752 0.0115416 internal_weight=1904.47 956.863 542.715 947.609 362.453 180.262 179.404 327.039 186.24 107.957 620.569 533.576 296.864 238.048 86.9933 43.7182 225.401 88.0755 124.405 137.326 4.30695 50.6752 128.729 69.8401 3.78504 95.2688 32.2723 62.9965 414.148 78.2831 internal_count=44044 26193 15061 17851 9126 5935 5920 5709 3175 1791 12142 10360 6352 6201 1782 904 5890 2354 2925 3536 91 1575 4345 2099 101 1601 659 942 11132 1384 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=0 split_feature=3 3 3 3 2 0 4 8 8 3 1 4 2 8 4 4 3 3 3 2 3 0 0 1 9 3 3 3 1 9 split_gain=44.7203 7.52861 13.0991 4.89732 3.96216 2.24228 2.84247 2.5915 2.80413 2.07883 2.03125 1.98511 1.71652 1.93975 1.66422 2.73241 1.59153 1.53316 1.47911 1.44849 1.42132 1.52917 1.40977 1.37305 1.85496 1.62826 1.50317 2.49761 2.20445 1.31808 threshold=5.8166666666666673 58.500000000000007 7.3166666666666673 11.633333333333335 0.58571428571428574 3.5000000000000004 4.5000000000000009 1350.0000000000002 2550.0000000000005 8.1547619047619069 0.11805555555555557 4.5000000000000009 0.21111111111111114 1075.0000000000002 1.5000000000000002 2.5000000000000004 8.1547619047619069 9.9500000000000011 9.3166666666666682 0.18333333333333338 3.5277777777777781 6.5000000000000009 5.5000000000000009 0.68333333333333346 1.0000000180025095e-35 3.8166666666666669 5.2678571428571432 5.4722222222222232 0.23611111111111113 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 left_child=4 2 12 5 10 6 17 16 11 -10 20 18 14 -14 -2 22 -7 -4 -9 -17 21 -1 -16 25 -25 -6 -27 -28 -29 -3 right_child=1 29 3 -5 23 7 -8 8 9 -11 -12 -13 13 -15 15 19 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31 leaf_value=0.020874194816341479 -0.022153356807762255 -0.0047209562191559556 -0.0011308769208905453 -0.026992345582691476 0.015251503389696663 0.0090241343666165423 -0.012965740873820845 -0.01671240159043811 0.045835751825600138 -0.015316540432558839 0.00062140968965419406 -0.037947681421377548 0.052898498326533053 0.0029943913232753213 0.048196753749643349 -0.0039026859044680121 -0.015920344590988907 0.035511277675715471 -0.047305957765545997 -0.033797864621271226 0.0067375813343377947 -0.034489104924365244 0.0086463587962730126 -0.0084358451945108544 0.012410627780765992 0.0026075446026827282 0.073018055708205187 0.037098593415555693 -0.04998003547104559 0.00096213415027846633 leaf_weight=27.54490487504609 12.261869525610306 182.73018194760553 37.505304813754748 78.674710140547745 268.01841322441504 10.527876723426745 183.10668138002634 34.7699210143046 2.3033927693832075 3.5036255698869354 143.16222098638292 26.276106422947521 1.9895138951833349 91.581091348924446 3.441087715489628 136.89289924822657 16.286998560884967 3.0899152156198388 4.457207319486769 4.1754252734913271 293.87619242122014 1.3064038776428777 6.5265299294987926 17.372436081509306 27.663747386999262 45.676032254707991 2.1023392409188082 1.8058903744822603 1.2163273879273218 231.00812458269851 leaf_count=450 344 5253 772 2932 4708 239 5258 963 59 92 2961 834 47 1948 56 2977 461 60 168 86 5434 26 193 337 496 916 37 32 26 5879 internal_value=-8.17213e-05 -0.00683172 -0.0101573 -0.0158098 0.00863177 -0.0130761 -0.0103119 -0.0193776 -0.0243604 0.00893993 0.00557835 -0.0273125 -0.00134411 0.00405546 -0.0044381 -0.00299989 -0.00612681 0.00165815 -0.0201886 -0.00478754 0.00777726 0.0183673 0.0223002 0.0125415 0.00436923 0.0136959 0.00548842 0.0311661 0.00205277 -0.00154784 internal_weight=1900.85 1071.11 657.37 400.502 829.745 321.827 223.702 98.1251 71.3103 5.80702 465.89 65.5032 256.868 93.5706 163.298 151.036 26.8149 40.5952 39.2271 141.068 322.728 28.8513 9.96762 363.855 45.0362 318.819 50.8006 5.12456 3.02222 413.738 internal_count=44044 28621 17489 11838 15423 8906 6090 2816 2116 151 8871 1965 5651 1995 3656 3312 700 832 1131 3063 5910 476 249 6552 833 5719 1011 95 58 11132 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=0 split_feature=3 3 3 2 4 0 9 0 8 8 4 0 1 3 8 3 1 1 8 1 9 2 8 4 3 3 8 8 3 1 split_gain=40.517 9.9441 8.12679 5.08701 3.48833 3.67616 2.1344 2.71861 4.01045 1.97089 1.67957 2.24287 1.99876 1.4162 1.3479 1.56298 1.42128 2.66564 1.49966 1.34428 2.46929 2.22308 1.57665 1.52868 2.05727 2.95476 2.10391 1.91296 1.68702 1.34212 threshold=6.3166666666666673 58.500000000000007 10.950000000000001 0.58571428571428574 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1850.0000000000002 2675.0000000000005 2.5000000000000004 4.5000000000000009 0.18333333333333338 8.9500000000000011 2150.0000000000005 7.1833333333333345 0.11805555555555557 0.13392857142857145 1550.0000000000002 0.11805555555555557 1.0000000180025095e-35 0.41428571428571431 3295.0000000000005 2.5000000000000004 6.2111111111111121 5.5857142857142863 1850.0000000000002 1550.0000000000002 5.354166666666667 0.23611111111111113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 19 6 9 7 8 -2 -6 12 -12 14 -9 16 -16 -8 -18 -19 20 23 -22 -21 24 25 28 27 -27 -1 -5 right_child=1 -3 -4 29 5 -7 10 13 -10 -11 11 -13 -14 -15 15 -17 17 18 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.015696270834828864 0.0055547208101676265 -0.0014720002525456988 -0.023614210544891809 0.014611115884422621 -0.0091781128729078853 -0.021074815049603068 0.0037702047685112513 -0.0027267195489789984 0.054552472909082828 0.020623679555826196 -0.0087513240420032737 -0.033410285824454038 -0.017573678080482418 -0.026892614217370048 -0.052285679678762069 0.025052062134753875 0.11266504825558772 0.050616279610917539 -0.022349582165966067 0.00095954797819322753 -0.001329297936772336 0.01091430048792065 -0.050202570852275398 0.0061993112982563388 0.062810218798166964 0.0052906303936323725 0.042517159435069056 -0.030846094446173523 0.042673524108251412 0.008528968283295843 leaf_weight=58.634153325505906 36.303035134629113 413.34548350103921 114.2203110499978 202.88312465302747 145.75365127974004 84.197071259635123 22.972870620477359 59.224066346196196 4.7190618227468795 5.7672873931005588 29.17058992313855 13.483856694680979 14.953682244735317 6.7540050476527531 2.0047170053003351 0.96910769662645169 0.88825135763454399 1.3780943394536112 1.4400527147499813 159.40772046184941 145.5785905334811 49.742531681394638 1.5202025410253543 132.61419542043018 2.1754266308562356 7.7466264540385072 2.0295276044798802 6.9460282111649576 6.4307186586447633 164.03709356524249 leaf_count=1027 704 11132 4089 3610 4160 2283 609 1470 72 148 633 359 387 206 45 28 21 36 33 3317 2846 915 26 2348 46 155 49 172 133 2985 internal_value=-8.00168e-05 -0.0073185 -0.0117592 0.00729556 -0.00861 -0.0126984 -0.00364913 0.00108382 0.0111913 -0.00804378 -0.00945271 -0.0165465 -0.00266942 -0.00520052 0.00484661 -0.0270829 0.00840566 0.0371369 0.0133313 0.00435134 0.00586534 0.00178879 0.000476246 0.0095418 0.0148211 0.0135446 -0.00520169 -0.0117932 0.0183626 0.011892 internal_weight=1897.29 957.545 544.2 939.746 429.979 235.718 194.261 107 41.0221 151.521 87.2612 42.6544 44.6068 65.9781 29.6531 2.97382 26.6793 3.7064 2.81815 572.826 411.898 195.321 160.928 216.577 83.9625 81.7871 16.7222 14.6927 65.0649 366.92 internal_count=44044 26415 15283 17629 11194 6591 4603 2452 776 4308 2151 992 1159 1676 772 73 699 90 69 11034 7691 3761 3343 3930 1582 1536 376 327 1160 6595 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 0 4 8 8 8 3 4 1 0 3 8 2 8 1 8 0 2 3 3 8 2 8 0 8 8 split_gain=36.6823 6.35531 11.2756 4.41459 3.30182 2.05739 2.48039 2.44513 2.63768 2.0511 3.65763 1.87826 1.81517 1.64823 2.23268 1.47558 1.46138 1.86166 1.94325 1.79169 1.73503 1.56519 1.41643 1.40398 1.33608 1.32555 1.2554 1.25196 1.48039 1.40844 threshold=5.8166666666666673 58.500000000000007 7.3166666666666673 11.633333333333335 3.4722222222222228 3.5000000000000004 5.5000000000000009 1350.0000000000002 2550.0000000000005 2985.0000000000005 8.1547619047619069 4.5000000000000009 0.2678571428571429 1.5000000000000002 2.2250000000000005 2810.0000000000005 0.29285714285714287 1075.0000000000002 0.18333333333333338 1850.0000000000002 4.5000000000000009 0.35416666666666669 9.3166666666666682 8.1547619047619069 3185.0000000000005 0.41428571428571431 1750.0000000000002 4.5000000000000009 2550.0000000000005 2550.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 16 5 12 6 -4 23 11 10 15 22 13 -1 -15 -10 -2 -18 -19 21 -21 -20 -9 -7 25 -14 -3 29 -29 -16 right_child=1 26 3 -5 -6 7 -8 8 9 -11 -12 -13 24 14 27 -17 17 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0093980828602863581 -0.0035932819744963432 -0.0037602666835910951 -0.00064312644932683078 -0.025533778134287421 0.0052289044871479491 0.0088847293053501818 -0.012626934195372223 -0.015755822803835549 0.040790603679718797 -0.043547762109389231 -0.0099602591062805911 -0.036728211961166032 -0.02738288634254989 0.03866024851740496 0.018719072704481074 0.13487769653368739 0.058790703426217554 0.0091574217787781919 0.0052184135100472985 0.041002648891374421 -0.019895102046910907 -0.026022860426014718 -0.046478118546622482 -0.014652900444743705 0.054421827147678972 0.0075899079492556271 0.0018196181372989433 0.010211647744845748 -0.051731382190146016 0.053700569851279294 leaf_weight=78.830803840938472 181.94932663409369 238.2700602280222 58.960500836865606 75.529039203382126 504.14411573389083 10.541828405665003 161.3160415028446 34.14709347176813 0.90731965552549698 1.3978595799999309 2.7055588868242921 25.076954881224424 2.7638173551479204 12.629175630950156 60.28682174750017 0.77067622961476445 1.5591479299473565 49.538165317379168 5.9865807601492582 3.1150213980872641 1.87281579424598 12.137308504480698 4.2147741738972391 15.877533160910387 1.4949058588244941 137.65717152576261 174.7198255952494 31.487692846970731 0.99504473813431005 3.0216374240399082 leaf_count=1384 4051 6455 1314 2932 9714 239 4776 963 20 35 73 834 45 190 906 23 37 1031 146 54 54 278 168 461 22 2467 4677 636 23 36 internal_value=-7.83058e-05 -0.00624636 -0.00933722 -0.0146743 0.00777207 -0.012078 -0.00941928 -0.0182016 -0.0231407 0.00919073 0.0260084 -0.0260872 0.0116671 0.0148995 0.0188995 0.0840033 -0.00118143 0.00473207 0.00357191 -0.00840018 0.018137 -0.0157034 -0.0191312 -0.00526094 0.00740213 0.00690156 -0.00139964 0.0162942 0.00831414 0.0203887 internal_weight=1893.9 1060.59 647.604 391.445 833.311 315.916 220.277 95.6396 69.2202 5.78141 4.38355 63.4388 329.167 187.251 108.42 1.678 256.158 74.209 72.6499 23.1117 4.98784 18.1239 38.3619 26.4194 141.916 140.421 412.99 95.7912 32.4827 63.3085 internal_count=44044 28621 17489 11838 15423 8906 6090 2816 2116 151 116 1965 5709 3175 1791 43 5651 1600 1563 532 108 424 1131 700 2534 2512 11132 1601 659 942 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=3 0 3 3 4 0 0 9 8 3 8 1 8 4 3 8 3 8 4 3 8 1 2 8 0 8 3 0 0 2 split_gain=33.2617 8.75294 6.87942 4.41301 2.68646 3.43418 1.82556 2.44075 3.50648 1.8595 1.78798 1.44207 2.35711 2.34909 1.35555 1.34793 1.63446 2.24692 1.71299 1.34861 1.33525 1.31319 1.29347 1.35607 1.23853 1.23105 1.29453 2.05197 6.04353 1.33951 threshold=6.354166666666667 1.0000000180025095e-35 10.950000000000001 4.2678571428571432 4.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1850.0000000000002 9.3166666666666682 2675.0000000000005 0.15476190476190479 1850.0000000000002 2.5000000000000004 4.2111111111111121 2050.0000000000005 3.1339285714285716 2675.0000000000005 1.5000000000000002 3.3541666666666674 1175.0000000000002 0.18333333333333338 0.31666666666666671 1650.0000000000002 3.5000000000000004 1550.0000000000002 7.154761904761906 5.5000000000000009 4.5000000000000009 0.15476190476190479 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 11 6 10 7 8 -3 25 -6 13 20 15 24 22 17 -17 -18 -20 -13 -14 23 -1 -15 26 27 28 -8 -29 right_child=1 2 -4 -5 5 -7 9 -9 -10 -11 -12 12 21 14 -16 16 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.043456886466178117 -0.0013309336960843441 0.0059437078705170537 -0.022172935790593696 0.0028371274999155005 -0.0083557692068999233 -0.020114023760514993 -0.011069005064838811 -0.0077730742214025261 0.053765882981065584 -0.034188989479034697 0.019941701512215741 0.029509877066055141 0.05286196607349563 0.0067707373025916997 0.047076889840443559 0.0024857378831035556 -0.067626327036668751 0.058740973599738226 -0.044967075019099446 0.0081013718457812727 0.0031914131284581006 0.013862519016774211 0.018192510666416133 0.025696975970210034 -0.021267743864102365 -0.010623627103897767 -0.0068968059830658264 -0.037684547144925376 0.067455232785657585 0.0039948397580146615 leaf_weight=1.7426361860249238 412.63677665442287 32.754248949175405 110.14946835387718 443.20394828190751 143.81678021006093 79.559296602094008 5.1818517378105771 29.264114058204996 4.3411600554536554 6.1183270115980113 5.8076424309983841 4.9569397800369179 2.2404221347741204 102.82330125067037 2.0164400470603132 6.7917684944213779 1.2426125297474735 2.4030472114682198 1.5444303052499888 5.3242595531846746 173.54394507245678 59.026285749833903 142.63313239367133 1.1950590605847535 4.0954399447982714 61.322776213535974 28.989159356291111 2.4792088832909931 4.6483820479461428 8.6659396946810983 leaf_count=27 11132 645 4089 8680 4160 2230 93 629 66 235 148 86 40 1855 32 130 47 34 22 77 3229 1050 2432 30 80 1652 729 64 80 241 internal_value=-7.64148e-05 -0.00677569 -0.0110707 0.0064892 -0.00810928 -0.0117205 -0.00360556 0.00302317 0.0115402 -0.00735221 -0.00725741 0.00965315 0.00682667 0.0121464 0.00646271 0.0159478 0.00275578 0.0171879 -0.0136042 -0.00383111 0.00392227 0.0152887 0.0175161 -0.015325 0.00569674 -0.00587679 -5.08697e-05 0.0094106 0.0260624 -0.00527663 internal_weight=1890.52 935.735 523.098 954.784 412.949 229.184 183.765 66.3595 37.0954 117.406 149.624 511.58 239.768 271.812 108.935 162.877 17.3061 9.19482 8.1113 6.86869 178.501 61.2667 145.571 2.9377 106.919 111.287 49.9645 20.9754 9.83023 11.1451 internal_count=44044 26193 15061 17851 10972 6538 4434 1340 711 3094 4308 9171 4405 4766 1967 2799 310 164 146 99 3315 1090 2489 57 1935 2859 1207 478 173 305 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=3 0 3 2 3 0 2 1 3 0 2 3 3 4 8 3 1 3 3 0 8 8 0 9 8 8 3 4 4 3 split_gain=30.1147 5.35802 9.62711 2.7548 2.71215 2.37186 2.34373 2.80785 2.08622 1.96702 1.96206 2.38934 2.54284 1.76035 1.4238 1.6202 1.26444 1.94635 1.49705 2.18829 3.38165 1.48944 1.28231 1.18535 1.16948 1.6384 1.33697 1.64621 3.26761 3.02121 threshold=5.8166666666666673 1.0000000180025095e-35 8.3541666666666696 0.73214285714285732 11.683333333333335 1.5000000000000002 0.21111111111111114 0.18333333333333338 7.0500000000000007 3.5000000000000004 0.35416666666666669 6.9500000000000011 6.354166666666667 4.5000000000000009 1175.0000000000002 15.41666666666667 0.13392857142857145 3.5277777777777781 3.2111111111111117 4.5000000000000009 1550.0000000000002 2050.0000000000005 6.5000000000000009 1.0000000180025095e-35 2550.0000000000005 3105.0000000000005 7.154761904761906 1.5000000000000002 2.5000000000000004 6.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 23 6 16 9 -5 24 -8 10 13 11 12 -9 -4 15 -6 17 18 19 20 -1 22 -20 -2 26 -26 27 -3 29 -29 right_child=1 2 4 5 14 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.023607133489484664 -0.0042855075763022586 -0.023459581903764543 0.0052240857809841019 0.0062051058213938148 -0.0068223926708506008 0.015931820192122748 0.0072481452555307555 0.024825971118747441 -0.02891459851497373 -0.021801899990290197 -0.014292795174378044 0.074575265092778814 -0.026492735118759405 -0.011974295576521883 -0.026001503903477254 0.092192291955885575 0.0020313938073367155 0.0055273702331939054 0.024186629674480205 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internal_value=-7.44723e-05 -0.00570861 -0.0085771 0.00700584 -0.0159238 0.0113789 -0.00344765 0.0022904 -0.00943071 -0.0128459 -0.00197575 0.0133588 0.00492374 -0.00998766 -0.0243133 0.00560372 0.00512274 0.00687195 0.0165652 0.00572421 0.0130047 0.0241563 0.0284124 -0.0012654 -0.00616283 0.0079324 -0.00697535 -0.00398025 -0.00253789 0.0278273 internal_weight=1887.29 1050.98 638.665 836.314 262.581 251.728 376.084 120.798 35.907 192.103 25.9702 11.5681 10.1672 145.627 70.4775 3.76454 584.587 373.337 45.4783 18.7297 15.8529 26.7486 23.6686 412.315 255.285 13.9138 241.372 146.48 136.382 8.31927 internal_count=44044 28621 17489 15423 8670 4357 8819 2584 829 5797 590 255 223 4251 2873 168 11066 6796 772 304 236 468 421 11132 6235 317 5918 3304 3015 203 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=3 0 3 2 8 8 2 0 3 4 4 1 8 8 0 3 9 3 9 8 3 8 1 9 3 8 3 0 4 0 split_gain=27.2498 7.07738 6.26457 3.61149 2.81087 2.61185 2.47373 2.17819 3.34342 2.70083 1.56862 1.56497 1.53136 1.5217 1.53695 1.28481 1.52353 1.27005 1.26453 1.1458 1.45519 1.12639 1.12503 2.21789 1.90426 1.46783 1.42796 1.93524 1.89186 1.85183 threshold=6.3166666666666673 1.0000000180025095e-35 10.950000000000001 0.58571428571428574 2675.0000000000005 1350.0000000000002 0.41428571428571431 2.5000000000000004 9.4142857142857164 4.5000000000000009 4.5000000000000009 0.35416666666666669 1650.0000000000002 2150.0000000000005 6.5000000000000009 10.612500000000002 1.0000000180025095e-35 10.414285714285716 1.0000000180025095e-35 1750.0000000000002 5.7638888888888902 1750.0000000000002 0.11805555555555557 1.0000000180025095e-35 5.354166666666667 3295.0000000000005 6.154761904761906 3.5000000000000004 4.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 21 4 22 5 10 7 9 -9 12 11 -3 -7 14 18 16 -12 -18 -8 -5 -21 -2 23 -1 -25 -24 27 28 -26 -28 right_child=1 2 -4 19 -6 6 13 8 -10 -11 15 -13 -14 -15 -16 -17 17 -19 -20 20 -22 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1.1670198289211828 1.8878689694975026 1.1481146913429245 19.672473979166174 0.98072549802600306 6.512396572083162 171.58196689820744 1.1510571626713488 174.66476550028017 160.26259676144912 130.01839984388869 16.286266520849054 1.4920118295121927 2.6318581438049469 22.816412511672297 21.883663675267528 2.7744041751029727 leaf_count=3930 6455 1179 4089 3607 407 62 161 3707 629 3210 796 36 120 28 54 31 601 29 144 2970 18 4677 3317 2395 278 26 41 504 472 71 internal_value=-7.26501e-05 -0.00611096 -0.0099539 0.00591504 -0.0072063 -0.00807015 -0.0105181 -0.0116653 -0.0154636 -0.00647641 -0.00143157 0.00443614 0.0211578 0.00784769 0.00384898 -0.00760569 -0.00876974 0.00174695 -0.00178529 0.00977325 0.0127453 -0.00120321 0.00344151 0.00482096 0.000966017 -9.53113e-05 -0.00592356 -0.0081068 -0.00122052 0.0187048 internal_weight=1884.2 938.137 526.146 946.068 419.702 401.794 293.547 276.291 159.519 116.772 108.246 55.5004 8.2195 17.2568 16.0897 52.7461 51.598 20.6532 14.2019 369.587 172.733 411.991 576.481 414.726 196.411 161.755 66.3926 60.9863 38.1699 5.40626 internal_count=44044 26415 15283 17629 11194 10787 8115 7728 4336 3392 2672 1215 182 387 359 1457 1426 630 305 6595 2988 11132 11034 7691 3761 3343 1366 1254 750 112 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 2 1 3 0 2 3 3 4 1 1 8 8 8 3 8 3 3 9 2 8 2 8 3 0 0 split_gain=24.7194 4.50848 8.26602 2.45505 2.36086 2.0093 2.49267 1.91268 1.83399 1.79807 2.04086 2.27616 1.54071 1.53404 1.46956 1.60357 1.60822 1.5848 1.4049 1.35584 1.37629 1.23073 1.71643 1.59102 1.21831 1.21041 1.20265 1.35436 1.18737 2.71912 threshold=5.8166666666666673 58.500000000000007 8.3541666666666696 11.683333333333335 3.4722222222222228 0.21111111111111114 0.18333333333333338 7.0500000000000007 3.5000000000000004 0.35416666666666669 6.9500000000000011 6.4142857142857155 4.5000000000000009 0.47222222222222227 0.35416666666666669 2050.0000000000005 2450.0000000000005 1350.0000000000002 3.2678571428571432 1175.0000000000002 15.41666666666667 2.4722222222222228 1.0000000180025095e-35 0.86607142857142871 1750.0000000000002 0.64583333333333337 2150.0000000000005 2.2678571428571432 6.5000000000000009 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 5 8 13 -2 -7 9 12 10 11 -8 -4 14 15 17 21 18 28 20 -5 22 -17 -23 -15 -20 27 -16 -1 -30 right_child=1 -3 3 19 -6 6 7 -9 -10 -11 -12 -13 -14 24 26 16 -18 -19 25 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0091481760552252524 -0.0056619129383127798 -0.0011440194874211154 0.0051293207819083416 -0.005582220892527346 0.0041751613741663083 0.0068189693051850285 0.022518132444898423 -0.027882860296010444 -0.020633766719091076 -0.01372887203425991 0.067980171215727261 -0.026804728041017467 -0.010971996098969367 -0.0011364868978825553 0.056593310686556153 -0.040895219205561849 0.014093650727653695 0.014738777923782382 0.0070584642547601856 -0.024638248777390528 0.083536899262321301 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1.34955 1.27169 1.27022 1.22392 1.22375 1.38896 1.21687 threshold=6.354166666666667 1.0000000180025095e-35 10.950000000000001 0.41428571428571431 1.0000000180025095e-35 2675.0000000000005 1350.0000000000002 2.5000000000000004 9.4142857142857164 4.5000000000000009 1.5000000000000002 6.0500000000000007 0.41428571428571431 0.15476190476190479 2050.0000000000005 2675.0000000000005 2985.0000000000005 1.5000000000000002 6.9500000000000011 1750.0000000000002 5.6125000000000007 3.5000000000000004 5.5000000000000009 0.38750000000000007 4.6125000000000007 2.5000000000000004 3.9500000000000006 4.5000000000000009 0.35416666666666669 3.9500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 5 4 -1 6 27 9 12 -8 11 -5 -9 17 19 -16 -17 -14 -19 22 21 -21 26 -6 -24 -18 -12 28 -3 -23 right_child=1 2 -4 10 23 -7 7 8 -10 -11 14 -13 13 -15 15 16 25 18 -20 20 -22 29 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0054839769067549018 -0.0010875673689743606 0.0051651792669763774 -0.019451126603122832 0.0052622926560086034 -0.00078433102049633985 0.010443816226638588 0.010760315865316309 -0.012148182190401946 -0.034000457324771312 -0.0078260292772242279 0.011156419476668731 -0.033755590057004813 0.083805386534762924 -0.024378676504622658 -0.0093799605266459175 0.044105396145394021 0.032040701213708951 -0.033734824665988962 0.05678694372763602 0.019167981886455049 0.059001096309008474 -0.0057814025380401287 0.012833151252945783 -0.014735733912958168 0.054523058943586104 -0.029153862299621969 0.00075052051639817993 -0.0070094430754261833 -0.043370166143653556 0.018198441533543688 leaf_weight=206.84458231198136 411.40881151876835 51.801024693808358 103.0550266362726 304.71687964956106 168.10966151915386 17.374934626175673 19.957081786063782 130.5771466790319 18.34584347765076 107.24351536829471 88.329849985028517 2.8466830356865094 1.1177723300643259 1.8432846838250041 19.774774263358271 4.3622517324984065 1.6251906156539917 0.98356508643337326 1.1220757517730815 69.251518506494648 2.699189181214023 12.59591920477027 4.3036068302963022 19.32649915027099 3.1814156071186517 1.7732371017336845 41.549364310999408 51.748274464674978 1.5172322205617081 9.1216259587399673 leaf_count=3842 11132 1144 4089 5982 3268 400 434 3545 629 3210 1455 58 26 54 336 56 22 19 25 1134 43 186 97 495 77 24 644 1450 36 132 internal_value=-6.87962e-05 -0.00564951 -0.00935362 0.00526603 0.00182024 -0.00677553 -0.0075501 -0.00979874 -0.0138371 -0.00490993 0.00766583 0.00490116 -0.01111 0.0156468 0.0109544 0.000264669 0.0248399 0.038535 0.0145034 0.0122284 0.0168664 0.0156162 0.00906581 -0.00222286 0.0305529 0.000110503 0.00782749 -0.00153205 0.00378405 0.00429042 internal_weight=1878.51 918.096 506.687 960.412 394.281 403.632 386.257 281.19 153.99 127.201 566.132 307.564 135.644 5.0667 258.568 27.5355 7.76068 3.22341 2.10564 231.032 93.6683 90.9691 137.364 187.436 7.48502 3.39843 129.879 105.067 53.3183 21.7175 internal_count=44044 26193 15061 17851 7605 10972 10572 7942 4298 3644 10246 6040 3669 124 4206 438 102 70 44 3768 1495 1452 2273 3763 174 46 2099 2630 1180 318 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=3 0 3 3 3 0 8 8 8 4 3 4 3 0 1 3 8 3 8 3 8 8 3 0 2 3 8 3 9 3 split_gain=20.3277 3.79414 7.11352 3.15526 1.96213 1.67595 2.12053 2.28077 2.93896 1.92991 1.77885 1.68411 1.51928 1.35994 2.0806 2.0889 1.39378 1.28727 1.28651 1.64176 1.26901 1.18893 1.32608 1.63321 1.13202 1.1214 1.07552 2.29034 1.06492 1.03818 threshold=5.8166666666666673 1.0000000180025095e-35 7.3166666666666673 11.683333333333335 3.4722222222222228 3.5000000000000004 1350.0000000000002 2855.0000000000005 2985.0000000000005 5.5000000000000009 9.4142857142857164 5.5000000000000009 9.0500000000000025 1.5000000000000002 0.18333333333333338 2.2250000000000005 1175.0000000000002 8.2111111111111121 1175.0000000000002 15.833333333333334 1075.0000000000002 2675.0000000000005 3.3541666666666674 8.5000000000000018 0.2678571428571429 8.1547619047619069 1850.0000000000002 9.9500000000000011 1.0000000180025095e-35 8.4142857142857164 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 28 20 5 13 11 25 9 17 10 12 26 -8 -1 15 -15 -16 -9 19 -5 24 22 23 -17 -3 -7 -4 -28 -2 -27 right_child=1 2 3 18 -6 6 7 8 -10 -11 -12 -13 -14 14 16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31 leaf_value=0.0044021911783992734 -0.0039057485146241789 0.0072737563729163473 -0.003082252544498711 -0.0055029074320541681 0.003755106152437333 0.0095600589054997305 -0.016645438331821253 0.09523903624986832 -0.042196974181412696 -0.038758364546555672 -0.046228323224972057 -0.0098168460143054134 0.023288407815726286 0.042225758313904051 0.044659049600228429 0.013650267700503926 0.0066608686185114898 0.021040221573174707 -0.02331237584554641 0.095493751738547239 -0.0012872828625529235 0.054159255114704145 0.047034475747512246 -0.035078286344429173 0.057761323173298899 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0.00869522 0.0110814 0.017614 0.00734882 0.0500005 -0.0216044 0.00711846 -0.000787932 0.0148785 0.0137945 0.0123264 0.024198 -0.00302016 0.000154668 0.0144204 -0.00103387 -0.011777 internal_weight=1875.79 1034.24 623.09 368.815 841.549 303.255 89.8035 64.3549 3.79005 60.5648 46.6388 213.451 41.7942 331.889 213.32 77.5663 135.753 2.4564 65.5603 3.67971 254.275 69.8074 67.9328 65.0592 4.9822 25.4486 58.2279 10.7686 411.146 15.0043 internal_count=44044 28621 17489 11838 15423 8965 2818 2117 97 2020 1510 6147 1286 5709 3606 1264 2342 62 2873 168 5651 1135 1114 1059 117 701 1318 241 11132 462 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=0 split_feature=3 0 3 3 2 0 0 8 4 8 8 3 4 3 3 4 3 2 8 8 3 8 3 8 3 8 1 3 3 2 split_gain=18.3724 3.46422 6.52858 2.95809 1.81729 2.03467 1.56978 1.97838 2.17101 2.62827 1.97822 1.6902 1.57646 1.56869 1.61835 1.89429 1.6371 1.79841 1.56407 1.13389 1.09239 1.04403 1.43499 1.03888 1.01117 1.01092 1.23778 1.92894 1.17961 1.06845 threshold=5.8166666666666673 1.0000000180025095e-35 7.3166666666666673 11.633333333333335 0.73214285714285732 1.5000000000000002 3.5000000000000004 1350.0000000000002 5.5000000000000009 2550.0000000000005 2985.0000000000005 8.1547619047619069 5.5000000000000009 9.4142857142857164 8.1833333333333353 2.5000000000000004 7.5277777777777786 0.18333333333333338 2050.0000000000005 1075.0000000000002 2.2678571428571432 1175.0000000000002 15.833333333333334 1450.0000000000002 8.1547619047619069 1175.0000000000002 0.18333333333333338 3.1339285714285716 2.2250000000000005 0.76388888888888895 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 23 19 6 20 -6 12 24 9 13 11 -11 -4 14 15 16 17 -9 -16 -3 -1 22 -5 -2 -8 -7 27 28 -27 -30 right_child=1 2 3 21 5 25 7 8 -10 10 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.039514271907662268 -0.0043847407464468391 0.022749278102267446 0.00029729317237130626 -0.0071840438451638081 0.0041783305904368011 0.042489466027429396 0.0090220851146255217 0.072667550068322331 -0.036465182051320315 0.079905670073987745 -0.036996022180030376 0.0057020891741390153 -0.0093847941271551927 -0.045565681260993911 0.0013515402401887699 -0.035965214159074603 -0.021970903658515489 -0.0035842363253668526 -0.05649627023371942 -0.001223846645370664 0.0039952051576995001 -0.022276746495454483 0.084004339982662157 0.00087522510370845272 -0.011241751620669857 0.040901171986808163 0.0087959952926084991 -0.005397918785446122 0.044106948295439888 0.01589500870632916 leaf_weight=1.4461568683617532 145.14809685565183 5.0320635155658229 58.082663343955801 3.3321762445848431 118.67261550423137 2.8747670216143879 10.511912431124076 1.1124557369912529 14.360144060470246 1.5851431617047631 0.99952397623565037 1.4875991959124801 152.23569558769333 4.5825591652269386 15.714532685909434 12.976158862547889 6.689489640816646 2.536100381678807 1.2623455029097375 249.10903617685915 587.8080713006093 62.612347740387463 0.49559606052935112 265.72971909625539 14.857864465135206 7.4719147571549902 82.909935011295715 7.0370868543568568 3.7687065936922286 30.650406481687696 leaf_count=23 4207 117 1314 154 2103 52 239 29 536 37 26 37 4776 222 536 369 210 79 35 5534 11043 2760 18 6925 461 123 1432 120 54 473 internal_value=-6.49633e-05 -0.00454292 -0.00690377 -0.011184 0.00541107 0.00895203 -0.0090634 -0.0146429 -0.0193707 -0.0143553 0.024106 0.0439817 -0.00671094 -0.0178457 -0.0146929 -0.023244 -0.00727649 0.0196652 -0.00294983 -0.000749172 0.00388842 -0.020727 0.00462246 -0.000982928 -0.00284547 0.0131573 0.0125177 0.0188243 0.0228933 0.0189841 internal_weight=1873.09 1030.45 619.575 365.434 842.64 253.385 298.994 88.6758 63.3061 48.9459 4.07227 3.07274 210.318 44.8736 40.2911 23.3142 10.338 3.64856 16.9769 254.141 589.254 66.4401 3.82777 410.878 25.3698 134.713 131.838 48.9281 41.891 34.4191 internal_count=44044 28621 17489 11838 15423 4357 8906 2816 2116 1580 100 74 6090 1480 1258 687 318 108 571 5651 11066 2932 172 11132 700 2254 2202 770 650 527 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=3 3 3 3 8 8 0 3 4 2 1 8 4 3 1 8 4 8 2 8 1 0 3 2 3 3 2 2 0 8 split_gain=16.6209 4.77246 4.27256 2.53069 1.83387 1.74422 1.93326 2.99912 1.96016 1.33099 1.65841 1.2319 1.17676 1.54745 1.08363 1.98566 1.77905 1.2319 1.88088 1.24846 1.14804 1.10035 1.59772 3.94718 2.24332 1.34582 1.08236 1.57275 1.56625 1.08071 threshold=6.354166666666667 58.500000000000007 10.950000000000001 4.2678571428571432 2675.0000000000005 1350.0000000000002 2.5000000000000004 9.4142857142857164 4.5000000000000009 0.41428571428571431 0.15476190476190479 2760.0000000000005 1.5000000000000002 6.9500000000000011 0.15476190476190479 1850.0000000000002 2.5000000000000004 2350.0000000000005 0.41428571428571431 2550.0000000000005 0.18333333333333338 7.5000000000000009 3.4142857142857146 0.58571428571428574 2.683333333333334 3.9500000000000006 0.31666666666666671 0.15476190476190479 5.5000000000000009 2050.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 14 5 -2 8 9 -7 -8 12 -6 -11 -14 16 -16 29 -18 19 -19 -17 -22 24 25 -23 -24 27 28 -13 -1 right_child=1 -3 -4 -5 11 6 7 -9 -10 10 -12 26 13 -15 15 20 17 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013753006099731966 -0.0011344760099783802 -0.00093446945929181882 -0.017544524067335934 0.0017543016251754463 0.04996714458867535 0.010174149615297036 -0.011007599542218111 -0.032205944104292818 -0.0068694942432888546 0.076778905737157455 -0.023376473830143414 -0.00067979691187815229 -0.032526537095847602 0.053386713516966881 0.0018080164733100324 0.046928702679326639 0.0027657102355115627 0.10393975842252684 0.0051265072412425006 0.03128087517752165 0.0086010182430957191 0.068053154310363392 -0.029998010187108667 0.10279273656961285 -0.041357419571061121 0.056574089316789714 0.040277879473955253 -0.042784897858668312 0.048961419242064201 0.00052336820628542892 leaf_weight=146.31962416357428 104.37804852342907 410.62421897661682 98.496094079330987 447.03119765906229 1.731287689384774 20.077844482804494 127.96934550553308 17.187320630624981 105.575615612858 1.1600884413346642 1.8052111617248554 10.053709254367273 0.96579490958174607 1.1461032377337685 180.64352342884496 2.2880453333777373 103.30476778423329 0.96104078291682471 4.4971527826273814 1.5362809021025894 53.965589513377722 0.71257457668252699 1.2544251363086689 1.85704803660019 1.367806546964857 0.69911496203599188 1.9612117843935255 1.8154264203330956 1.8872486253603717 17.257226815016566 leaf_count=2489 2630 11132 4089 8680 40 434 3545 629 3210 26 54 224 19 25 3315 40 1842 21 73 31 851 26 31 62 55 25 28 47 61 310 internal_value=-6.31476e-05 -0.00492185 -0.00822149 0.00450888 -0.00591259 -0.00663988 -0.00872277 -0.0125506 -0.00414613 -0.0100115 0.0150956 0.00993737 0.0363214 0.0140976 0.00689221 0.00446017 0.00904818 0.00414067 0.024448 0.0592421 0.0121695 0.0108408 0.0313593 0.0505992 -0.00388198 0.000983617 0.0055281 0.000573919 0.00716592 0.0123573 internal_weight=1870.53 906.835 496.21 963.695 397.714 380.265 275.887 150.234 125.653 133.047 5.0772 17.4489 3.27199 2.1119 516.664 242.788 273.876 110.299 6.99447 2.49732 62.1446 59.8566 5.89097 3.81059 2.08038 1.95354 15.7176 13.7564 11.941 163.577 internal_count=44044 26193 15061 17851 10972 10572 7942 4298 3644 3669 124 400 70 44 9171 4405 4766 1967 125 52 1090 1050 199 118 81 56 360 332 285 2799 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=31 num_cat=0 split_feature=3 0 4 0 9 1 3 8 0 3 8 8 3 2 3 8 0 8 4 0 3 4 0 8 2 0 8 8 3 3 split_gain=15.0749 2.90025 5.67311 3.45593 2.01399 2.53351 1.94782 2.20668 2.16616 1.79129 2.78803 1.77967 2.45972 2.40224 2.05759 1.94225 1.93098 1.93947 2.31479 2.77762 1.76386 1.76285 2.26839 3.81484 1.57101 1.84009 1.29927 1.19919 1.16157 1.05867 threshold=5.8166666666666673 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 11.683333333333335 2675.0000000000005 4.5000000000000009 10.950000000000001 1750.0000000000002 1350.0000000000002 8.5277777777777803 0.5634920634920636 9.9500000000000011 1750.0000000000002 2.5000000000000004 1850.0000000000002 2.5000000000000004 6.5000000000000009 8.4142857142857164 2.5000000000000004 2.5000000000000004 1950.0000000000002 0.73214285714285732 1.5000000000000002 1750.0000000000002 1175.0000000000002 5.9500000000000011 6.6125000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 -2 4 9 5 11 8 -8 -5 10 -4 12 27 14 16 -16 20 -18 19 -19 26 28 23 -23 -1 -26 -13 -3 -6 -20 right_child=1 2 3 6 21 -7 7 -9 -10 -11 -12 13 -14 -15 15 -17 17 18 29 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0034702245449103226 -0.00088824661565168315 0.0023038703639083669 -0.0084020638812423859 -0.011031431409165262 -0.036703614476304117 -0.0071767199471895029 -0.03127965250067373 0.041548753710458859 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5.5188955273479223 20.930531534137117 60.856942806585664 5.9580093916738406 leaf_count=11066 11132 109 1703 4367 66 1095 927 36 703 2433 1350 112 117 17 23 21 970 26 36 59 39 187 939 80 2103 2254 95 330 1541 108 internal_value=-6.12621e-05 -0.00414142 -0.00631904 -0.0103908 -0.000637697 0.00337995 -0.0147598 -0.0280193 -0.0129201 -0.00485363 -0.00115425 0.00764745 0.0175309 0.0031512 0.00189962 0.0614217 0.000621216 -0.00358181 0.014723 0.0546163 0.0179765 -0.00553388 -0.0123049 0.00633443 0.00488324 0.00817426 0.0111043 0.0237574 0.000108057 0.00197583 internal_weight=1868.08 1023.5 613.099 357.141 255.958 140.593 199.628 24.3223 175.306 157.513 106.33 100.12 31.3053 68.8142 67.6009 1.42139 66.1795 53.2771 11.3799 2.7557 12.9024 115.365 52.4361 12.448 844.58 253.698 11.3359 26.1451 62.9293 8.6242 internal_count=44044 28621 17489 11519 5970 3157 6033 963 5070 5486 3053 2062 556 1506 1489 44 1445 1199 229 85 246 2813 1206 267 15423 4357 207 439 1607 144 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=0 split_feature=3 0 3 2 9 3 1 3 0 8 4 8 8 3 3 4 8 3 2 3 4 0 8 8 8 2 8 3 0 2 split_gain=13.6842 4.01581 3.71287 2.17687 2.07624 1.75753 1.6737 1.46815 1.39982 1.73195 2.02737 2.17778 1.70498 1.50657 1.54902 1.76479 1.50956 1.50487 2.72254 1.4499 1.30207 1.26182 1.5359 2.16985 1.42435 1.25915 1.19683 1.73343 1.58076 1.25325 threshold=6.354166666666667 1.0000000180025095e-35 11.633333333333335 0.41428571428571431 1.0000000180025095e-35 7.3166666666666673 1.0000000180025095e-35 6.0500000000000007 3.5000000000000004 1350.0000000000002 5.5000000000000009 2550.0000000000005 2985.0000000000005 9.4142857142857164 8.1833333333333353 2.5000000000000004 2050.0000000000005 7.5277777777777786 0.15476190476190479 8.1547619047619069 5.5000000000000009 9.5000000000000018 2050.0000000000005 2675.0000000000005 2985.0000000000005 0.38750000000000007 1750.0000000000002 5.6125000000000007 3.5000000000000004 0.43650793650793657 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 5 4 -1 -3 21 -8 20 -10 11 13 19 14 15 17 -16 18 -11 -13 -7 22 26 -24 -25 -6 29 28 -28 -5 right_child=1 2 -4 6 25 8 7 -9 9 10 -12 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.0046681485166639733 -0.00084428684788645687 -0.0011113753130154746 -0.018844175193627022 0.054413376567572995 -0.0011961008580749079 0.00056533892043742352 0.0039020170487087378 -0.032519278495905628 -0.0023336982214629135 0.10867845557633833 -0.035007350043319077 0.071308331627519497 -0.036278918639582741 -0.044612451446051811 0.0024280927824129805 -0.034536401334371226 -0.0560335480578667 -0.020841158890475275 -0.0015556215449184108 0.0038517429322768915 -0.0082727937398802721 0.043543121950197605 -0.011362509507005829 0.038917670757223716 -0.005096721986987224 -0.014674878895581826 0.016787951491459101 0.053301775494263494 0.0010844782729809493 0.0065309369348108262 leaf_weight=208.17921386198867 410.1843146551638 133.27956073786311 63.35652633347911 1.3804901584152833 168.66100647134598 57.80940743193014 307.02817809134075 2.7920985914379335 25.132005998821114 0.68997098103864329 13.527156420321431 1.6699940472026349 0.97944835384259921 4.2637405110099271 15.460283702217284 12.380263437441952 1.1891340364381893 6.527930841737998 2.9763043925286183 1.5230888874793889 149.29346474934982 2.6195597046498724 19.57942285350919 4.3291701711714259 3.1943790875375271 19.310437538995501 69.53143307174912 2.7731216263600791 20.825472328916476 135.34556877252658 leaf_count=3842 11132 3223 2932 25 3268 1314 5982 58 700 21 536 37 26 222 536 369 35 210 87 37 4776 91 323 55 44 495 1134 43 291 2200 internal_value=-5.98274e-05 -0.00449444 -0.00754966 0.00407484 0.00122857 -0.00587265 0.00605509 0.00357379 -0.00803534 -0.0133847 -0.0179237 -0.013075 0.0214301 -0.0163856 -0.0133173 -0.0218505 -0.00174735 -0.00644431 0.0191898 0.0391318 -0.00580577 0.00901665 0.00866468 -0.00259274 0.0202299 -0.00258079 0.00999207 0.0143637 0.0131686 0.00701439 internal_weight=1865.79 900.243 490.058 965.55 396.151 426.702 569.399 309.82 293.422 86.3193 61.1873 47.6602 4.17253 43.4876 39.2239 22.5745 16.6494 10.1942 3.66628 3.19308 207.103 259.579 256.959 27.103 7.52355 187.971 229.856 93.13 90.3569 136.726 internal_count=44044 26193 15061 17851 7605 12129 10246 6040 8906 2816 2116 1580 100 1480 1258 687 571 318 108 74 6090 4206 4115 422 99 3763 3693 1468 1425 2225 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=0 split_feature=3 3 3 3 0 8 4 8 8 3 3 4 8 3 2 3 4 8 2 0 4 9 3 9 3 0 3 3 3 4 split_gain=12.4583 2.11416 5.35064 2.28138 1.29075 1.60968 1.94602 1.97881 1.51928 1.45394 1.44035 1.67172 1.42646 1.36452 2.24837 1.22579 1.18865 1.28815 1.16631 1.71775 1.15105 1.05565 1.04593 1.02015 1.00232 1.00206 3.16705 0.964737 1.23945 1.08201 threshold=5.5277777777777786 58.500000000000007 7.3166666666666673 11.683333333333335 3.5000000000000004 1350.0000000000002 5.5000000000000009 2550.0000000000005 2985.0000000000005 9.4142857142857164 8.1833333333333353 2.5000000000000004 2050.0000000000005 7.5277777777777786 0.15476190476190479 8.1547619047619069 9.5000000000000018 1175.0000000000002 0.73214285714285732 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 15.833333333333334 1.0000000180025095e-35 2.2678571428571432 3.5000000000000004 13.083333333333334 8.3541666666666696 8.4142857142857164 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 -2 4 20 -6 7 9 15 10 11 13 27 14 -7 -9 -5 22 24 -20 -4 -15 -18 -16 -1 -19 -27 29 -29 -12 right_child=1 -3 3 16 5 6 -8 8 -10 -11 12 -13 -14 21 23 -17 17 25 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.038410094729996118 -0.00043565393435825313 -0.00080248174932487685 0.00039093667367405386 -0.040006491964406352 -0.0022535067251826372 0.095812976696487875 -0.034314457320051485 0.065055730245370563 -0.035374221977042535 -0.044094233424099981 -0.02715608869152801 -0.03371409608901816 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leaf_count=23 6510 11132 1318 223 701 21 537 37 26 222 31 369 35 95 52 37 139 2449 2103 2252 4829 115 18 35 10186 23 21 39 365 101 internal_value=-5.81413e-05 -0.00361477 -0.00538659 -0.00953854 -0.00771734 -0.0128924 -0.0173204 -0.0125742 0.0200997 -0.0157854 -0.0127945 -0.0211285 -0.0016667 -0.00617101 0.0179529 0.0363275 -0.0183869 -0.0161117 0.00464102 0.00744115 -0.00559295 -0.0201102 0.014108 -0.0014795 0.00334397 -0.0180613 0.024919 0.00230225 -0.00522314 0.0229935 internal_weight=1863.54 1060.72 650.737 353.927 293.515 85.4224 60.3176 47.1494 4.21919 42.9302 38.8279 22.201 16.627 10.1446 3.71507 3.26428 60.4121 54.6597 802.821 254.15 208.092 6.42949 3.31265 2.97305 548.671 51.3471 1.32121 15.4893 11.3583 4.13101 internal_count=44044 29480 18348 11838 8965 2818 2117 1580 100 1480 1258 687 571 318 108 74 2873 2650 14564 4355 6147 210 157 87 10209 2493 44 536 404 132 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=2 0 4 1 3 8 8 8 4 3 3 3 2 8 8 3 3 8 0 0 3 3 3 3 1 3 8 8 8 8 split_gain=11.38 2.52534 6.59276 1.7466 1.77434 3.52739 1.62951 1.5512 1.44134 1.29045 1.27454 1.21481 1.56357 1.89559 1.19973 1.1325 1.68377 1.09427 1.078 1.04173 0.992153 2.0394 1.56471 1.23863 1.03609 0.983828 0.958032 1.79411 0.913309 0.893743 threshold=0.31666666666666671 1.5000000000000002 5.5000000000000009 0.15476190476190479 6.0500000000000007 1175.0000000000002 1250.0000000000002 1950.0000000000002 2.5000000000000004 6.5277777777777786 9.6333333333333346 6.154761904761906 0.29285714285714287 1250.0000000000002 3295.0000000000005 12.550000000000002 8.6833333333333353 3185.0000000000005 4.5000000000000009 2.5000000000000004 4.2111111111111121 4.0500000000000007 6.7638888888888902 8.8166666666666682 1.0000000180025095e-35 6.4722222222222232 2760.0000000000005 2940.0000000000005 2450.0000000000005 2550.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 9 8 -5 -6 15 -1 20 11 18 17 29 -14 -9 16 -4 -3 25 28 21 -2 26 -24 -23 -8 -22 -28 -11 -13 right_child=3 2 6 4 5 -7 10 14 -10 19 -12 12 13 -15 -16 -17 -18 -19 -20 -21 22 24 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0023730260635515818 0.010539940091060325 -0.0017458428832503653 -0.0202673460518904 0.0029986653267003519 0.083380625825784996 -0.015482652685803814 -0.039861327843435525 0.003705282192110949 0.0027015543368237825 0.0074869900564234195 -0.024447702184890438 0.0038119207991297367 0.101010177500508 0.013111997932543754 0.062383553383813156 -0.029958185510016045 0.004635008333199824 0.049100832568387952 -0.039596771120816783 -0.0073134279202718665 0.0023592578417222995 0.065743100358236203 0.026974532981415174 -0.019346662787263661 0.018853791481212454 -0.0098193169745376847 0.067363330136188476 -0.0068807060501951955 -0.047171916429712045 0.037901010252011549 leaf_weight=524.70345975619807 153.65030442428923 145.45507374724977 9.7168891990731918 326.61146566656294 0.94098467752337711 21.91354609744576 2.8837106474675229 108.31729838275783 137.8167228699312 18.299944949834984 47.163794287272253 29.89247295698306 0.98440107701026081 1.6273926578724056 0.87816353514790435 4.3835512838122659 22.519795980089839 1.0658804308623064 3.643258306059578 128.14654058003046 96.872949817023823 2.524487344257067 11.907186424701647 1.6422244853165455 2.209009110196348 49.584603669480316 1.6141763625200831 1.6408604702446608 0.79755868017673393 2.0549237232189617 leaf_count=14825 2581 2764 264 6133 21 541 51 3110 2326 478 1780 634 30 47 28 169 684 15 162 3643 1851 40 231 36 72 1422 26 25 17 38 internal_value=-5.66432e-05 -0.00330167 -0.00608651 0.00465322 0.00205622 -0.0114122 -0.0151758 -0.00124469 0.00686744 -0.00221368 -0.0183891 0.000612978 0.00904548 0.0462414 0.00417718 -0.00611354 -0.00287114 -0.00137595 -0.0132967 -0.00568988 0.00897774 0.0115358 0.00541368 0.0213603 0.043861 -0.0114705 0.00325578 0.029937 0.0052043 0.0060046 internal_weight=1861.46 1102.12 468.22 759.344 349.466 22.8545 139.896 633.899 409.878 328.324 103.275 181.08 34.5592 2.61179 109.195 36.6202 32.2367 146.521 56.1116 147.244 272.061 158.384 113.677 13.5494 4.7335 52.4683 100.128 3.25504 19.0975 31.9474 internal_count=44044 30161 12198 13883 6695 562 4532 17963 7188 7666 3415 3528 749 77 3138 1117 948 2779 1635 4138 4862 2693 2169 267 112 1473 1902 51 495 672 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=0 split_feature=3 3 3 3 0 8 4 8 3 3 8 4 8 4 3 3 8 8 1 3 2 1 3 3 8 0 3 2 1 2 split_gain=10.3214 1.81877 4.60878 2.09514 1.15429 1.45897 1.78303 1.81104 1.40802 1.38984 1.35742 1.13078 1.18835 1.04972 1.04327 1.01539 1.29298 1.0909 1.68028 1.75149 1.34853 1.91174 1.33908 1.21525 1.05226 1.24245 1.43715 2.0581 1.95346 1.84222 threshold=5.5277777777777786 58.500000000000007 7.3166666666666673 11.683333333333335 3.5000000000000004 1350.0000000000002 5.5000000000000009 2550.0000000000005 9.4142857142857164 9.0500000000000025 2985.0000000000005 9.5000000000000018 1175.0000000000002 4.5000000000000009 8.1547619047619069 3.4722222222222228 1350.0000000000002 1650.0000000000002 0.13392857142857145 3.7638888888888893 0.64583333333333337 0.31666666666666671 3.9500000000000006 3.7071428571428577 1450.0000000000002 3.5000000000000004 1.8660714285714288 0.95000000000000007 0.13392857142857145 0.84523809523809534 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 4 -4 -6 7 8 9 -7 14 -5 -13 -11 -9 24 -17 18 19 23 -20 -22 -21 -18 25 -1 -27 28 -28 -30 right_child=1 -3 3 11 5 6 -8 10 -10 13 -12 12 -14 -15 -16 16 17 -19 20 22 21 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.0011228795828640517 -0.00037537475923670274 -0.00070025499779028831 -0.0050946387257660673 -0.039078401373543396 -0.0019210955838419828 -0.014556587812901171 -0.033067485466886114 0.060119530697829139 -0.043483423976139135 0.004453766325342264 -0.034236786680436115 0.013707633574604063 -0.017143944106534977 0.077538378054125473 0.003841870080301295 0.0080391933371779228 0.015631112451299847 0.0033927475938040409 -0.014340265602248889 -0.052202087253230223 -0.024026079526798867 0.029978599474468834 0.0002211812228325432 0.069808223465914143 0.0082498625581916632 0.054134109297142199 0.040101341746950868 -0.031259247167606904 0.0014538547785599792 0.061166615526176617 leaf_weight=77.024304333614964 296.48740695555438 409.47102982050399 206.32837010067408 5.4772139391272949 24.974455243911507 35.727632126622836 12.54210940003213 1.7925964631722302 3.9220409659849329 1.8484141603694291 0.92487327277194697 3.3281282652169457 50.21268238637947 0.66919028991833318 1.5232865102880166 91.833283334564499 7.0415925531101191 246.46048344032795 35.664027739237184 1.2369141813178419 2.625370756526535 4.3605108026492871 80.258904290186877 1.2134533083881249 226.7520765955602 1.805796667853431 5.1867886333620907 2.9673218731318221 18.440659906440036 1.3889440095917951 leaf_count=1319 6510 11132 6147 223 701 1169 537 37 222 62 26 157 2493 27 37 1679 122 4634 792 30 65 89 1429 15 3827 41 91 46 340 45 internal_value=-5.49338e-05 -0.00330707 -0.00496003 -0.00885182 -0.0071056 -0.0120495 -0.0163405 -0.0118199 -0.0149523 -0.0120264 0.0193262 -0.0174398 -0.0152262 0.02388 0.0342661 0.00421202 0.00271645 0.00142625 -0.00223434 0.00164855 -0.0104053 0.00968305 -0.00057448 0.0235949 0.00632243 0.00223074 0.0109019 0.00811215 0.0127822 0.00563637 internal_weight=1859.49 1055.23 645.758 349.271 290.253 83.9246 58.9501 46.408 42.1673 38.2452 4.24076 59.018 53.5408 2.5176 3.31588 804.26 470.695 378.861 132.401 89.7509 42.6499 6.98588 81.4958 8.25505 333.566 106.814 29.7895 27.9837 25.0164 19.8296 internal_count=44044 29480 18348 11838 8965 2818 2117 1580 1480 1258 100 2873 2650 89 74 14564 8855 7176 2542 1596 946 154 1459 137 5709 1882 563 522 476 385 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=2 0 4 1 8 3 0 8 8 4 0 2 8 3 0 8 3 3 1 0 3 8 0 4 3 3 3 4 3 8 split_gain=9.47108 2.19483 5.76048 1.54647 1.54075 2.37546 2.25232 1.49417 1.42539 1.26493 1.21062 2.64797 2.25933 1.17599 1.16726 1.1302 1.03985 1.56713 1.02273 0.987287 0.935321 0.919831 1.20497 1.42167 1.84252 1.99204 1.43304 1.79971 1.30715 1.12682 threshold=0.31666666666666671 1.5000000000000002 5.5000000000000009 0.15476190476190479 1175.0000000000002 6.0500000000000007 5.5000000000000009 1250.0000000000002 1750.0000000000002 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 2855.0000000000005 9.6333333333333346 3.5000000000000004 3295.0000000000005 12.550000000000002 8.6833333333333353 0.23611111111111113 4.5000000000000009 6.4722222222222232 1250.0000000000002 4.5000000000000009 2.5000000000000004 5.9500000000000011 7.1833333333333345 5.9500000000000011 3.5000000000000004 7.7638888888888902 2550.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 10 9 6 -6 14 16 -1 -2 21 12 -12 19 -5 -10 17 -4 -13 20 -9 22 -3 24 -24 -26 -25 -28 -29 -23 right_child=3 2 7 4 5 -7 -8 13 15 -11 11 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 29 23 26 25 -27 27 28 -30 -31 leaf_value=-0.0031598676985979931 0.0082911822410087679 0.0020655683668152746 -0.019424790266455119 0.020252962585455385 0.0023604041591854777 -0.014754120939280463 -0.032611667361865444 -0.038737842036355288 0.0014500355060476984 0.0024163346892303694 -0.03081961533435626 -0.002508906099269586 0.044382970357908655 -0.023298564038926255 0.06384562411751897 0.057305927829402983 -0.028855965638592392 0.0047539154784786916 -0.05873637929485967 -0.038402712995836419 -0.0091211539485241341 -0.0027594303556285373 0.00071176219407978274 0.049298477483298263 0.11636376481613012 0.026780199115015547 -0.049142929219882253 0.046471284271044584 -0.021594964387539523 0.013921505830346079 leaf_weight=362.24050086784263 272.5819949920816 41.57813412668682 9.5483919863654574 4.4453141279518587 319.91237763314825 21.646744780258757 1.4878649699749074 2.8192536854185155 269.46144063024798 138.01719068068741 14.500915408094896 78.463606874814445 1.0726207833504293 45.690096322486056 2.3460262133085052 0.90869634598493476 4.2212153695545558 22.477803438639967 0.81715377142665957 3.4378686894651755 48.97672262698012 170.13952744166593 1.4930424213999898 1.4484650641679762 1.2254952492494342 1.2571392115205524 1.6662850894308574 1.588119372725487 1.2689299469784598 10.764535836845424 leaf_count=10387 4862 829 264 78 6008 541 32 51 7548 2326 520 2413 21 1780 36 28 169 684 44 162 1422 3485 23 18 19 23 30 26 35 180 internal_value=-5.32028e-05 -0.00302569 -0.00563575 0.00423514 0.00179236 0.00127575 0.0231052 -0.0142369 -0.00110942 0.00631643 -0.00203082 -0.00679106 -0.0256401 -0.0173643 0.0353118 0.00163776 -0.00552937 -0.0024548 -0.00308845 -0.0124554 -0.0107332 -8.81744e-05 0.00580557 0.0214379 0.0446043 0.0710011 0.00601501 -0.00784525 0.0162403 -0.00176685 internal_weight=1857.5 1097.07 464.455 760.438 349.838 341.559 8.27921 137.171 632.611 410.599 327.284 94.8543 15.5735 100.924 6.79134 270.37 36.2474 32.0262 79.2808 55.2338 51.796 232.43 51.5256 9.94748 3.97568 2.48263 5.9718 4.52333 2.85705 180.904 internal_count=44044 30161 12198 13883 6695 6549 146 4532 17963 7188 7666 2998 541 3415 114 7576 1117 948 2457 1635 1473 4668 1003 174 65 42 109 91 61 3665 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=0 split_feature=2 0 4 1 8 8 3 0 8 4 8 8 0 4 0 2 8 0 3 3 1 8 8 8 8 1 3 0 3 0 split_gain=8.55467 1.9993 5.29352 1.3921 1.38957 1.37765 2.16108 2.01645 1.32165 1.13818 1.12374 3.14081 1.22014 1.42547 1.09986 2.46045 2.0631 1.01866 0.969765 1.43312 0.960413 0.899545 0.888427 2.37023 1.8857 1.19287 1.18202 0.960041 1.10218 1.12857 threshold=0.31666666666666671 1.5000000000000002 5.5000000000000009 0.15476190476190479 1250.0000000000002 1175.0000000000002 6.0500000000000007 5.5000000000000009 1950.0000000000002 2.5000000000000004 2675.0000000000005 2870.0000000000005 5.5000000000000009 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 2855.0000000000005 3.5000000000000004 12.550000000000002 8.6833333333333353 0.23611111111111113 3295.0000000000005 2050.0000000000005 2760.0000000000005 2940.0000000000005 0.10555555555555557 4.2678571428571432 3.5000000000000004 4.6125000000000007 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 14 9 18 7 -7 17 -1 22 12 -12 13 -6 -3 16 -16 -5 19 -4 -17 -10 -2 25 -25 27 -27 -24 29 -29 right_child=3 2 4 5 10 6 -8 -9 21 -11 11 -13 -14 -15 15 20 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=-0.0021009342014647841 0.0088490038762837533 -8.5714559664671513e-05 -0.018726899216902623 0.019091887513327393 -0.011475635058497727 0.002240555464604332 -0.014158250465821733 -0.031365484337898868 0.0035201128274680404 0.0022937074347254664 0.061679864934079655 -0.01697188547854046 -0.050986663483062744 -0.024117657353898647 -0.029976582570305044 -0.0023870231984369807 0.041177146407554439 0.059518586057127537 -0.028116636795872337 0.0044990841887018141 -0.057816289168293192 0.052696110484996318 -0.0014445993788528705 0.054206170376235478 0.0013612845044271452 -0.0094870249877192156 0.068753965705519296 -0.020867615135164559 -0.049521510826696341 0.03590394678733444 leaf_weight=522.72673923433979 243.90646475120604 232.39143190348517 9.412545647115623 4.4789788275956521 49.621335231483044 320.16674577254037 21.435399696881575 1.470090729097137 108.50291150753003 138.1233425799245 1.7032847174705228 4.9817521413133363 2.7465032465352115 40.494732748952003 14.171769314869833 78.349510017013813 1.0976475824136276 2.3895737684360938 4.1182525053663985 22.561210105246573 0.78935648826165916 0.93798257596790691 10.638874853261322 3.1008706346619865 3.7053344565210864 0.97402326751216495 0.9570065256621092 5.8943286196154059 2.8195104913761497 1.0280924505154869 leaf_count=14825 4348 4668 264 78 1517 6008 541 32 3110 2326 56 127 158 1557 520 2413 21 36 169 684 44 28 178 46 56 22 22 76 56 58 internal_value=-5.1713e-05 -0.0028825 -0.00538094 0.00401956 -0.0136845 0.00170169 0.00121154 0.0217813 -0.00105485 0.00599237 -0.0167317 0.00306784 -0.018157 -0.0171565 -0.00193453 -0.00648548 -0.0248617 0.0331564 -0.00527968 -0.00233826 -0.00293989 0.00394158 0.00786352 -0.000391358 0.0254371 -0.00827032 0.0292887 -0.0118289 -0.0231694 -0.0124361 internal_weight=1855.7 1094.61 462.439 761.089 135.64 349.941 341.602 8.33864 632.168 411.148 99.5476 6.68504 92.8626 90.1161 326.8 94.4083 15.2694 6.86855 36.092 31.9738 79.1389 109.441 273.025 29.118 6.80621 22.3118 1.93103 20.3808 9.74193 6.92242 internal_count=44044 30161 12198 13883 4532 6695 6549 146 17963 7188 3415 183 3232 3074 7666 2998 541 114 1117 948 2457 3138 4862 514 102 412 44 368 190 134 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=0 split_feature=3 0 3 3 4 0 9 0 1 4 0 1 2 1 8 3 3 8 3 8 0 8 4 8 8 8 0 2 1 0 split_gain=7.80075 2.53732 2.7689 1.35257 1.19456 2.1601 1.32039 1.98326 1.98101 1.57591 1.99922 1.65031 1.4927 1.44925 2.23469 3.13731 1.24687 1.94758 1.22196 1.95669 2.88834 1.89382 1.58416 1.17534 1.81773 1.3391 1.1355 1.08394 1.07596 1.90188 threshold=6.354166666666667 1.0000000180025095e-35 11.683333333333335 4.2678571428571432 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 0.11805555555555557 2.5000000000000004 5.5000000000000009 0.18333333333333338 0.18333333333333338 0.10555555555555557 1750.0000000000002 7.1055555555555561 9.9500000000000011 1550.0000000000002 6.9500000000000011 1550.0000000000002 4.5000000000000009 2450.0000000000005 2.5000000000000004 1750.0000000000002 2870.0000000000005 1350.0000000000002 1.5000000000000002 0.38750000000000007 0.23611111111111113 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 -1 6 26 7 16 -9 11 12 13 -11 -8 15 -15 18 -18 19 20 22 -21 -3 25 28 -20 -6 -10 29 -25 right_child=1 2 -4 -5 5 -7 9 8 27 10 -12 -13 -14 14 -16 -17 17 -19 23 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0047832968686716028 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1.4144856211205472 1.2181290866428751 15.609071830589984 6.7127626533401763 2.092692115454156 1.4904651343822477 3.8552463834253103 2.6759381101001081 1.9422299987636495 14.842073401060132 136.86460408537104 1.486118411645293 2.5008406288688994 10.820108151190651 leaf_count=9171 11132 41 2873 8680 2907 692 636 797 184 430 248 376 284 32 41 43 35 28 289 134 34 19 65 52 29 355 4115 47 56 219 internal_value=-5.01816e-05 -0.00344577 -0.00592813 0.00304773 -0.00451621 -0.00681616 -0.00141284 0.00243199 -0.00788261 -0.00623357 -0.0136221 0.000514558 -0.00828668 0.00740368 0.0336447 0.0597824 0.00728374 0.041015 0.00591226 0.0177261 0.0350696 0.000484208 0.017587 0.00191858 0.0120711 -0.00406238 -0.0055583 -0.0294956 0.0176169 0.0231989 internal_weight=1853.93 884.469 475.725 969.457 418.403 240.308 178.095 99.0759 31.6946 79.019 37.7198 41.2992 31.0494 27.998 4.42926 2.87309 67.3813 2.63261 64.7487 16.3584 8.15518 8.20323 6.06249 48.3903 17.9391 30.4511 224.502 7.94466 15.9969 13.496 internal_count=44044 26193 15061 17851 12188 7714 4474 2384 1028 2090 962 1128 714 752 116 75 1356 63 1293 293 140 153 106 1000 356 644 7022 231 327 271 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=0 split_feature=2 0 4 0 2 8 8 1 8 2 3 8 1 1 3 8 0 3 3 3 3 3 8 8 1 3 8 3 0 3 split_gain=7.12764 1.87605 4.33464 1.31652 1.86447 1.90712 1.30807 1.25391 1.2231 1.19903 1.18568 1.12167 1.25814 1.63164 2.4937 1.54559 1.18584 2.99707 3.30752 1.11911 1.69775 1.07411 1.03391 0.996582 0.938574 2.20603 1.35724 0.912275 1.70711 1.58338 threshold=0.29285714285714287 1.5000000000000002 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 2900.0000000000005 1250.0000000000002 0.15476190476190479 1450.0000000000002 0.5634920634920636 8.6833333333333353 1850.0000000000002 0.23611111111111113 0.35416666666666669 2.4722222222222228 2050.0000000000005 5.5000000000000009 4.154761904761906 3.5277777777777781 9.4142857142857164 7.5277777777777786 9.6333333333333346 3340.0000000000005 2150.0000000000005 0.18333333333333338 2.8944444444444448 1175.0000000000002 11.683333333333335 2.5000000000000004 8.6833333333333353 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 -3 5 -5 27 10 -1 19 -2 24 16 -14 -15 -16 23 18 -18 20 22 -8 -9 -13 25 -11 -26 29 -29 -4 right_child=7 2 6 4 -6 -7 21 9 -10 11 -12 12 13 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0038972646858937304 0.005697650712362559 -8.1704084608187741e-05 -0.017724258387739975 -0.027968967895965282 -0.0037807659104178507 0.050404301314732718 -0.011012277882154234 -0.00087302974833472144 0.00069305972581852626 0.021537943846440047 -0.018736707598830858 0.034974599344098897 -0.0051974733995600077 0.0078800133546316035 0.015889641357528825 0.075293559307159474 0.027077987094930228 -0.028779076656811009 0.12856457259268614 0.05280104103907915 -0.028932198006897669 -0.021569953142077498 -0.046668281283243337 -0.02070520789445783 0.030993550565645359 -0.045665398575451099 0.0016759932694787021 -0.0019626733206810766 -0.053761051360119119 0.0074077336806590418 leaf_weight=226.14286055367728 421.34911021068075 232.26929989287709 9.2207271607367165 13.969459402000663 59.57977140155424 0.82188393853721287 53.794016746094314 142.88281554947059 405.01048880779018 2.0099188860331187 5.0240462654037392 1.5551302618173388 16.715081630412215 22.109810508929062 1.9672235975667707 2.469536676449934 1.9248448096113864 1.0164421050488952 1.3772851894689209 0.92608960228972037 5.7679437263577702 43.630037677237283 1.2432080837897945 1.6630176099952221 4.0587859194638432 3.1116977097781273 144.19062658422871 4.3409535387327187 2.51055444994563 19.565360254619009 leaf_count=6765 7544 4668 264 529 1821 12 1635 2946 11198 32 103 26 281 361 41 38 41 28 33 21 154 1780 21 24 69 59 2697 191 98 564 internal_value=-4.89784e-05 -0.00269844 -0.00520579 -0.00193556 -0.00772534 -0.0236141 -0.012742 0.0035821 -0.000951658 0.00138696 0.00540974 0.0038845 0.010324 0.00703968 0.0147448 0.0489543 0.0291766 0.0462974 0.069407 -0.00199403 -0.00233257 -0.0157404 -0.00126805 0.00620137 0.00175164 -0.0192922 0.00247865 -0.00454535 -0.0209428 -0.000642518 internal_weight=1852.22 1070.86 439.702 306.64 74.3711 14.7913 133.062 781.363 631.153 354.989 426.373 204.169 50.7984 43.2617 26.5466 4.43676 7.53672 4.31857 3.30213 150.82 149.894 97.4241 144.126 3.21815 153.371 5.12162 148.249 35.6376 6.85151 28.7861 internal_count=44044 29525 11562 7030 2362 541 4532 14519 17963 6872 7647 3730 873 721 440 79 152 102 74 3142 3121 3415 2967 50 2857 91 2766 1117 289 828 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=31 num_cat=0 split_feature=3 3 3 2 8 9 1 8 3 8 8 0 8 0 3 3 1 8 0 1 8 8 3 3 8 3 9 0 3 3 split_gain=6.52599 3.4414 1.78488 1.51068 1.19667 1.13979 1.48275 1.06902 1.12779 0.971233 2.87767 1.17666 1.18484 0.901826 0.889716 1.47284 2.72717 1.23336 1.83005 1.8695 1.73762 1.93765 2.34908 1.61675 1.36074 1.79098 1.19045 1.99807 1.08231 1.00793 threshold=7.154761904761906 17.750000000000004 11.683333333333335 0.58571428571428574 1075.0000000000002 1.0000000180025095e-35 0.13392857142857145 1175.0000000000002 15.833333333333334 2675.0000000000005 2885.0000000000005 2.5000000000000004 1450.0000000000002 1.5000000000000002 3.8166666666666669 5.2678571428571432 0.31666666666666671 1250.0000000000002 5.5000000000000009 0.38750000000000007 1750.0000000000002 2150.0000000000005 4.5277777777777786 4.8166666666666673 2050.0000000000005 4.2111111111111121 1.0000000180025095e-35 7.5000000000000009 4.154761904761906 5.4722222222222232 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 6 -1 8 -4 11 -11 12 -9 -5 -15 17 29 26 19 20 -19 22 28 24 -20 -26 -16 -28 -22 -17 right_child=1 -3 7 13 -6 -7 -8 9 -10 10 -12 -13 -14 14 15 16 -18 18 23 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.017875734378079617 -0.0056903822742632344 -0.00048681747211806411 -0.00035834420840820955 0.0014053646017607221 0.00081079569610992925 -0.0082670804920140627 0.077298039251945186 -0.0053002273147937729 0.080456646684894703 0.094153445839746663 -0.037211079371057207 -0.037796931149536396 -0.022161620168491821 0.0082296969091383825 0.0279238574401394 0.069542020602175708 -0.023964260459983355 -0.018441156564344082 -0.022897160573217432 0.043802891577945244 0.022871636372361809 -0.026019971954707979 -0.010154760664050267 -0.065322604148940533 0.077589328923983403 -0.018453398088253442 -0.02848909265460452 0.03646041921723172 0.06942830768184291 0.024819560495883169 leaf_weight=7.5080941900449698 295.56689430472784 408.97132304974559 2.9417347133858125 119.61397549386362 701.57929648467564 3.3116214834153643 1.2204548795707522 17.267326187871276 0.50595197826623906 0.73821916989982017 0.95777721330523491 6.8292100138232845 26.268293316884069 200.20634594002843 5.7469829105486934 1.6479777428758078 2.6798932153033093 9.9621688276240601 9.1649691320054654 2.3443421672873219 2.7769926772452873 2.766136870806803 3.3616222686889046 1.8435686329130465 0.85092730959308838 1.1300021542847387 3.3000135196236897 1.8468156864055343 2.2677154092025376 5.3492648143928818 leaf_count=173 9263 11161 150 2103 13878 62 26 877 17 29 45 290 1436 3438 90 26 50 167 248 36 40 39 59 44 30 24 54 46 39 104 internal_value=-4.74698e-05 -0.00360406 -0.00723537 0.00243142 0.00107902 0.0167086 0.0261844 -0.015462 0.0115013 -0.0172476 0.0199682 -0.0185008 -0.015474 0.00499231 0.00666016 0.00115116 0.0189259 -0.0024806 -0.00689051 0.00144051 -0.0032585 0.0102794 0.0222239 -0.0219492 -0.0147751 0.0228027 0.0122821 -0.00518352 0.0438 0.0353525 internal_weight=1850.53 760.047 351.075 1090.48 713.619 12.0402 8.72855 55.5085 3.44769 52.0608 1.696 50.3648 43.5356 376.86 257.246 57.0394 9.67714 47.3623 36.4684 23.479 21.1346 11.1725 8.40633 12.9895 11.1459 1.98093 10.8938 5.14683 5.04471 6.99724 internal_count=44044 23268 12107 20776 14139 261 199 2844 167 2677 74 2603 2313 6637 4534 1096 180 916 726 380 344 177 138 346 302 54 190 100 79 130 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=0 split_feature=3 8 2 1 0 3 4 4 1 3 2 0 3 9 0 0 3 8 1 0 3 3 3 1 2 4 0 9 4 3 split_gain=5.94163 1.41193 1.83304 1.57944 1.75448 2.00449 1.5655 1.49392 2.15108 1.5991 1.64555 2.51442 1.59009 1.21251 2.79643 2.13983 1.06221 0.932928 0.926497 1.91116 1.52297 0.925635 2.71622 1.1228 1.76535 1.33193 2.29974 1.29295 1.71058 1.35399 threshold=5.5277777777777786 1950.0000000000002 0.43650793650793657 0.31666666666666671 2.5000000000000004 12.775000000000002 4.5000000000000009 2.5000000000000004 0.13392857142857145 6.9500000000000011 0.29285714285714287 6.5000000000000009 5.7638888888888902 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 11.050000000000002 2350.0000000000005 1.0000000180025095e-35 4.5000000000000009 5.8452380952380958 17.750000000000004 10.763888888888891 0.2678571428571429 0.5634920634920636 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 8.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 21 3 4 6 7 -3 8 9 10 11 -6 -10 14 -11 -15 -9 -5 19 -12 -20 22 23 24 25 27 -27 -2 29 -29 right_child=1 2 -4 17 5 -7 -8 16 12 13 18 -13 -14 15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0031732902655351274 0.0027553274920867764 0.039159781621962819 0.025044664936229151 0.0096475153699836138 0.028040311804361451 0.070849309732150992 0.0024336477577550104 -0.011560890058273991 0.036311203278423125 0.15704087830772359 0.03577743653182499 -0.047255010566510255 -0.030153914763238698 -0.010680095449061183 0.018172790451476989 0.077989645545399014 -0.047498343581868337 0.068598839598588576 0.097772119568661151 -0.043829703231942178 0.0088613926352711526 -0.0013919385250424031 -0.013725367772595715 -0.014976037635202688 0.028095569506446722 -0.0051291360496686957 -0.038935896088269709 -0.00018185400393965016 -0.013017827820190345 0.048120518234662679 leaf_weight=807.39521456613693 131.20663750579874 2.9763109330935142 7.8111643427782829 1.3770151172939216 1.7855005186866053 0.81789517188008076 115.65052645889247 39.596356899031434 1.0622779510431417 0.61651158769382053 1.9936214737131197 2.9254058211042775 5.8853703581735317 1.9495363766327503 0.87997368743526749 1.0451899049003257 2.1687817745560087 1.3091823058784937 0.88600659844928475 1.2124436784006318 1.0553179894377533 338.42842917580487 72.541745984477757 19.597092177193758 4.5933791220013509 195.12440768202418 5.1636286617203941 42.416042664304513 38.001455203752812 1.5022203482512839 leaf_count=14564 2932 62 150 27 29 33 3494 1006 26 13 29 94 131 42 52 43 80 21 18 23 38 9249 3365 455 86 5638 289 1110 885 60 internal_value=-4.60013e-05 -0.00254148 0.00131856 0.000317827 -0.000242367 -0.00692293 0.0033551 -0.00793161 0.00284533 0.0139023 0.00263634 -0.018717 -0.0199916 0.0386314 0.0753827 0.0202665 -0.0134271 0.0383788 0.022179 0.00567226 0.0494396 -0.00341943 -0.00476445 -0.003279 -0.00273062 -0.00307313 -0.00600071 -0.000321898 -0.00525053 0.00147032 internal_weight=1848.97 1041.58 193.004 185.193 182.507 63.8802 118.627 63.0623 21.2972 14.3495 9.8583 4.71091 6.94765 4.49121 1.49649 2.99473 41.7651 2.6862 5.14739 3.20607 1.94132 848.575 510.147 437.605 418.008 413.414 200.288 213.126 81.9197 43.9183 internal_count=44044 29480 5411 5261 5213 1657 3556 1624 538 381 231 123 157 150 65 85 1086 48 108 52 56 24069 14820 11455 11000 10914 5927 4987 2055 1170 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=0 split_feature=2 0 4 8 1 8 0 3 8 8 8 8 1 3 3 8 8 0 4 3 0 2 0 2 9 9 8 3 0 8 split_gain=5.43184 1.46166 3.74641 1.24323 1.16037 1.11169 1.77001 1.64031 1.1083 1.03186 2.57028 3.01637 1.12461 1.10346 1.10271 1.02549 2.73786 1.18316 1.26581 1.02055 0.968849 1.28145 1.05689 1.57633 1.48494 0.986284 0.937096 1.27598 0.881061 0.878789 threshold=0.31666666666666671 1.5000000000000002 5.5000000000000009 1250.0000000000002 0.15476190476190479 1175.0000000000002 5.5000000000000009 6.0500000000000007 1750.0000000000002 2050.0000000000005 2675.0000000000005 2940.0000000000005 0.10555555555555557 5.1833333333333345 8.8166666666666682 2675.0000000000005 2870.0000000000005 5.5000000000000009 7.5000000000000009 4.2678571428571432 4.5000000000000009 0.95000000000000007 9.5000000000000018 0.5634920634920636 1.0000000180025095e-35 1.0000000180025095e-35 2550.0000000000005 11.050000000000002 3.5000000000000004 1250.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 26 -4 9 6 28 -7 -1 14 12 13 20 -12 -2 17 -17 18 -5 -14 21 -11 23 -22 -24 -23 27 29 -6 -3 right_child=4 2 3 15 5 7 -8 -9 -10 10 11 -13 19 -15 -16 16 -18 -19 -20 -21 22 25 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0025777331492623842 0.006137074018629677 0.0027987205236895164 -0.0035982705437813418 -0.009646027280068338 0.016459590849672617 0.0015141983722816296 -0.031020654757403145 -0.012922217301927939 0.0016617834426001705 0.0015380367137330859 0.031018764840226993 -0.0044938301550618001 -0.0099393018803312656 0.081686643825823455 -0.01887550066769671 0.057902955304943007 -0.015077100830349674 -0.050229876894803994 -0.021853646707451126 0.062083172580445524 -0.059220367045381944 -0.058800032298117248 0.053500096579457472 -0.010105992747270908 -0.036023950709152937 -0.013499353999467051 0.01010914138551753 -0.053944820145060295 0.053721164446136782 -0.003504522561625738 leaf_weight=359.22498197985806 365.22473404185513 72.293318169538964 35.055763689095329 47.969252350269699 4.5409010741859088 321.34820848260841 1.4623377128882564 20.959810285555307 270.04395524617576 13.971802590003344 3.8402498394716513 7.1482903045834973 0.97656214021435406 1.4920651749707756 4.4602235541969995 1.7553008460090485 4.7976210084598279 2.4582552572201157 38.10110311608787 0.99096277774947339 3.5147045500634686 1.6658900715410698 0.87892253603786208 3.0525858165055979 0.97930576823637239 4.3104132980247414 16.215380567838793 1.1878218917117909 2.4383001661117305 235.19269930405261 leaf_count=10387 6368 1562 1117 1517 78 6008 32 541 7576 224 51 99 22 25 88 56 127 158 1557 22 46 29 13 41 67 93 336 57 36 5711 internal_value=-4.48428e-05 -0.00231945 -0.00447829 -0.0116467 0.00318651 0.00107229 0.0189974 0.000630244 -0.00075839 0.0049842 -0.00236343 0.0167362 -0.0102199 0.0451964 0.0058353 -0.0146141 0.00447173 -0.0160269 -0.01505 0.0263355 -0.0127548 -0.00675017 -0.0269713 -0.0363912 0.00631999 -0.0261269 -0.00160689 -0.00222237 0.0294775 -0.00202256 internal_weight=1847.55 1084.3 455.027 130.137 763.256 350.75 8.44154 342.308 629.269 412.507 42.8218 12.4806 30.3411 5.33232 369.685 95.0815 6.55292 88.5286 86.0704 1.96752 28.3736 19.9481 8.42552 6.56729 1.85823 5.9763 324.889 308.674 6.9792 307.486 internal_count=44044 30161 12198 4532 13883 6695 146 6549 17963 7188 732 175 557 76 6456 3415 183 3232 3074 44 513 346 167 87 80 122 7666 7330 114 7273 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=0 split_feature=3 3 3 2 8 9 1 4 8 0 3 8 1 1 9 3 0 4 8 3 2 8 0 8 8 3 8 4 0 8 split_gain=4.98351 2.75284 1.5646 1.20385 1.0429 1.01389 1.23501 1.00732 1.10235 1.18678 2.94357 0.996541 0.870933 1.49162 0.840209 0.838196 0.826686 2.00453 1.95991 1.60505 1.37125 1.88975 1.01766 1.05225 0.811936 1.02604 0.779292 0.760216 0.798257 0.752489 threshold=7.154761904761906 17.750000000000004 11.683333333333335 0.58571428571428574 1075.0000000000002 1.0000000180025095e-35 0.13392857142857145 9.5000000000000018 1175.0000000000002 3.5000000000000004 13.083333333333334 1450.0000000000002 0.35416666666666669 0.41428571428571431 1.0000000180025095e-35 15.833333333333334 4.5000000000000009 2.5000000000000004 2855.0000000000005 8.1547619047619069 0.38750000000000007 2450.0000000000005 5.5000000000000009 1175.0000000000002 1750.0000000000002 5.7638888888888902 1950.0000000000002 10.500000000000002 2.5000000000000004 1650.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 16 4 5 6 -1 26 15 11 -11 27 29 -14 -3 -9 -2 20 22 -20 21 -18 23 -19 -5 -26 -4 -10 -29 -6 right_child=1 14 7 24 12 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.016636798860577905 -0.0036857193058407386 -0.0029561854812696097 -0.046269285418549598 0.0022280040838501096 -0.00069149423684902961 -0.0081775003429128915 0.070009140654928068 0.0048020621225591748 0.033489788633226748 -0.053135911605134492 0.10653871199112486 -0.021401636918637345 -0.042882491592080525 -0.0039297829074890463 0.0016143401272527428 0.073561263966813561 0.00092450721811567632 0.053907367563726508 0.070291406997465292 -0.01328349730856347 -0.035902175194568224 0.065928744746387505 -0.029543834914266189 -0.014269379410295761 0.0064542200874428387 0.041345355194428834 0.0047470578583171871 -0.0061255175664640905 -0.053268549165848937 0.0026869887668273928 leaf_weight=7.5668095446599164 234.50865175981346 178.95976743082934 3.8167914224277402 201.01303370802862 311.81430185704664 3.3064001598395398 1.2650868038181213 2.6870051221922036 1.1326390021422437 0.51933680658839765 0.64972822781419381 27.289503136869598 2.6278757887484678 37.944238820848028 229.50782493641339 0.53077726438641537 20.77482953763775 0.59216993115842598 1.0874283249722787 1.2178818116735781 2.3320994935415902 1.1816395724381425 17.613077202833665 12.788356309939386 174.27753930154358 2.1328226600307962 0.93117317212727346 15.465878908807781 0.95328804902601483 349.60452473157989 leaf_count=173 7151 5265 179 3633 6136 62 26 139 51 23 21 1514 69 684 5896 17 705 17 19 35 70 45 821 400 2970 34 44 813 43 6989 internal_value=-4.34042e-05 -0.00316799 -0.00644906 0.00211648 0.000909331 0.0154401 0.0242819 -0.0142699 -0.0121486 -0.0141272 0.035606 -0.0154238 0.000658076 -0.00645277 -0.00038812 0.016144 -0.00500386 -0.0103716 -0.0183387 0.0261393 0.000551002 0.00442286 -0.021647 -0.0112521 0.00440054 0.00687606 -0.0362639 -0.00612957 -0.00886262 0.00109426 internal_weight=1846.09 754.54 346.072 1091.55 714.129 12.1383 8.8319 53.9761 49.2282 46.0104 1.16907 44.8413 701.991 40.5721 408.468 3.21778 292.096 57.5875 33.2989 2.30531 24.2886 21.9565 30.9936 13.3805 377.423 176.41 4.74796 17.5518 16.4192 661.419 internal_count=44044 23268 12107 20776 14139 261 199 2844 2621 2465 44 2421 13878 753 11161 156 9263 2112 1292 54 820 750 1238 417 6637 3004 223 907 856 13125 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=0 split_feature=4 0 0 0 3 9 1 8 8 3 8 3 8 3 3 0 9 1 2 2 8 8 1 2 3 3 9 3 9 3 split_gain=4.59014 3.77538 1.60876 1.42101 1.74131 1.35862 1.33485 1.6261 1.83178 1.28734 1.27138 1.21723 2.21152 1.19995 1.06628 1.25019 1.70674 1.02901 3.88472 1.02458 1.01654 0.987921 1.62279 2.6606 1.93887 1.91795 1.40272 1.23053 1.22463 1.28566 threshold=4.5000000000000009 1.5000000000000002 5.5000000000000009 3.5000000000000004 3.2678571428571432 1.0000000180025095e-35 0.47222222222222227 2675.0000000000005 2985.0000000000005 9.3166666666666682 3340.0000000000005 11.683333333333335 2675.0000000000005 7.9500000000000011 9.7638888888888911 8.5000000000000018 1.0000000180025095e-35 0.29285714285714287 0.73214285714285732 0.47222222222222227 1075.0000000000002 1250.0000000000002 0.10555555555555557 0.35416666666666669 3.5277777777777781 5.9500000000000011 1.0000000180025095e-35 4.2111111111111121 1.0000000180025095e-35 4.4142857142857155 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 11 6 -5 10 7 -1 -9 17 20 -3 -13 -8 -11 -16 -17 21 -19 -10 -2 22 27 25 -25 -24 -27 -6 29 -29 right_child=1 2 -4 4 9 -7 13 8 19 14 -12 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=0.0045195996359255934 0.017731607229777294 -0.0066871779657120866 -0.030735915727841803 0.0071173459936508593 0.032884606731755021 0.0012804975268780668 -0.00044841325916090128 0.042497113331716796 0.027459931768465201 -0.05144097443185193 0.066052298755297015 -0.023940762627089551 0.053628476571531171 -0.048251169156055894 -0.018376130793576164 0.17763291297085063 -0.031186039506170105 -0.017166730989198655 0.045084641449663301 -0.0084923343093697163 -0.0041173129615655812 -0.001460642817857599 -0.048942492778265123 -0.037634842011500226 0.011313285356531276 -0.028143020954913486 0.016031762697197322 -0.043838026058829728 -0.003962649594630243 0.014708120794221605 leaf_weight=430.92928642775126 5.4303616499766454 164.51074377650707 8.1810628162406811 76.530797520181977 5.2727366694162177 314.37467691281057 111.99849599730697 6.0699205175042144 3.3597955740988237 2.2681234940810091 0.65505916811525722 18.155331138764385 0.96785054169595142 1.3283711265539739 2.7370693710618075 0.2032542279048356 0.18869332855683751 23.104266294558673 2.8110357480732082 4.8312936685979366 270.79225073405496 307.97265508233664 4.4934061880153688 2.2565825632627847 19.553140381639878 3.8134704277745186 3.3986312647675732 0.96626143669709463 15.83263868948279 31.735296020913211 leaf_count=7283 201 4823 458 1410 97 8775 1906 85 51 102 21 905 34 37 106 21 36 704 52 60 8276 6954 80 40 392 91 86 19 388 551 internal_value=-4.21932e-05 -0.00294628 -0.00904159 0.00209984 0.000172529 -0.00096883 0.00383604 0.00506932 0.0216804 -0.00107333 -0.00352278 -0.00807509 -0.0200149 -0.00100874 -0.0253377 -0.0064163 0.0771023 -0.00076242 -0.0104143 0.00625445 -0.00368778 -0.000129647 0.00456458 -0.00407191 0.00624878 -0.0233014 -0.00732609 0.00994408 0.00745183 0.0129782 internal_weight=1844.72 783.067 191.815 1061.66 503.138 591.252 558.517 445.19 14.261 426.607 276.878 183.634 19.1232 113.327 5.39714 3.12902 0.391948 421.21 25.9153 8.19109 276.223 395.295 87.3222 33.5152 21.8097 11.7055 7.2121 53.8069 48.5342 32.7016 internal_count=44044 23493 6220 20551 11129 17273 9422 7479 196 9719 8498 5762 939 1943 265 163 57 9454 756 111 8477 8698 1744 689 432 257 177 1055 958 570 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=0 split_feature=3 8 2 0 4 0 8 2 4 4 8 3 2 2 3 9 3 1 2 3 3 8 4 0 0 3 8 3 3 9 split_gain=4.19175 1.129 1.53801 1.39532 2.08236 1.40106 1.36353 1.76525 1.34015 1.17581 1.03702 1.38434 1.22336 1.66633 0.913293 1.03793 0.871347 0.846967 1.61835 0.978266 0.879487 2.14947 1.01016 2.83372 1.74122 1.92684 1.10978 2.15416 0.929362 0.843965 threshold=5.5277777777777786 1950.0000000000002 0.43650793650793657 4.5000000000000009 2.5000000000000004 2.5000000000000004 2450.0000000000005 0.15476190476190479 4.5000000000000009 9.5000000000000018 2150.0000000000005 5.7638888888888902 0.18333333333333338 0.15476190476190479 8.6125000000000025 1.0000000180025095e-35 13.550000000000002 0.21111111111111114 0.5634920634920636 8.7071428571428573 5.6125000000000007 1750.0000000000002 4.5000000000000009 5.5000000000000009 1.5000000000000002 11.683333333333335 1450.0000000000002 8.2111111111111121 5.9500000000000011 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 left_child=-1 17 3 4 -3 8 10 -8 -6 -7 11 -5 13 14 15 -13 -11 18 20 -19 21 -2 26 24 -24 28 27 -22 -26 -28 right_child=1 2 -4 6 5 9 7 -9 -10 16 -12 12 -14 -15 -16 -17 -18 19 -20 -21 22 -23 23 -25 25 -27 29 -29 -30 -31 leaf_value=0.0026551391344235209 -0.043586631731616317 0.026196913394195043 0.02288946744847779 0.032808880843944607 0.035974565106338487 -0.010996570553106655 0.02819800297166768 -0.013936683643702763 0.0023912803684282523 0.07451038428944888 -0.035851690498513729 -0.059170793489883126 -0.034779756464524969 0.062546107096209141 -0.053172368276724516 0.011793935892617284 -0.010266095720292854 -0.013774658981546862 0.027013038259869965 0.020649165628651232 0.0073034374964660274 0.021608314295873884 -0.0018758267605147674 -0.038972564021789072 0.048869469384491271 -0.025044931325583237 0.00023951838853425846 -0.011649435514647382 -0.0065429265527073817 -0.0095023556724387753 leaf_weight=808.92955317778365 3.8706084562236347 8.5553606653443506 7.91319650780133 1.6354863221622569 3.0489725787447801 28.334168048849737 4.4721426640753617 5.596642822062222 115.60910569783633 0.71757429875287815 5.6899542339770042 0.62267397102550459 4.9295280311148417 0.88031111675445561 1.0633017388245205 2.9868751445173984 0.52474175969109638 27.657796996931669 4.5766837274568379 2.2302783305494804 85.848682285551718 1.8775634558205636 460.79926617654746 5.6346395489163106 0.76143473014231133 15.256924879038477 57.870725977618804 18.164458717537855 121.12529739642768 36.100818553810882 leaf_count=14564 89 152 150 34 62 706 126 134 3494 31 161 17 143 20 54 108 19 641 84 57 1764 38 13720 351 13 764 1433 508 3643 964 internal_value=-4.10529e-05 -0.00214964 0.00130398 0.000379018 0.00221165 0.000827339 -0.00992837 0.00477782 0.00325422 -0.00890907 -0.0182433 -0.00997548 -0.0166506 -0.000557401 -0.0124454 -0.000448006 0.0387017 -0.00293976 -0.00263545 -0.0112059 -0.00280353 -0.0222916 -0.00266378 -0.00368037 -0.0033478 -0.00829358 0.000435403 0.00399358 -0.00619676 -0.00350299 internal_weight=1843.28 1034.36 192.58 184.667 156.79 148.235 27.8769 10.0688 118.658 29.5765 17.8081 12.1182 10.4827 5.55316 4.67285 3.60955 1.24232 841.775 811.887 29.8881 807.31 5.74817 801.562 603.578 597.943 137.144 197.985 104.013 121.887 93.9715 internal_count=44044 29480 5411 5261 4464 4312 797 260 3556 756 537 376 342 199 179 125 50 24069 23371 698 23287 127 23160 18491 18140 4420 4669 2272 3656 2397 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=31 num_cat=0 split_feature=2 0 4 8 0 2 8 8 1 3 3 0 4 3 9 3 3 3 3 0 8 0 3 4 8 8 8 3 3 0 split_gain=3.82946 1.21001 2.72937 1.22186 1.0753 1.42124 1.80709 0.99441 0.922012 0.902467 1.33436 1.34716 0.945734 1.30441 1.93811 1.10905 1.05987 1.02336 1.48483 1.02285 0.901122 1.68206 1.32224 0.900207 0.897526 1.34668 0.906287 0.859939 0.856513 0.910615 threshold=0.29285714285714287 1.5000000000000002 5.5000000000000009 1250.0000000000002 5.5000000000000009 1.0000000180025095e-35 2940.0000000000005 1450.0000000000002 0.15476190476190479 8.6833333333333353 11.535714285714286 2.5000000000000004 8.5000000000000018 11.267857142857144 1.0000000180025095e-35 9.2250000000000014 10.267857142857144 9.6333333333333346 10.683333333333335 3.5000000000000004 1175.0000000000002 5.5000000000000009 6.0500000000000007 2.5000000000000004 1250.0000000000002 1350.0000000000002 3050.0000000000005 9.6333333333333346 6.4722222222222232 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 9 -3 6 -6 -1 23 -4 12 -12 15 14 16 19 -14 -17 -19 -11 21 -10 -22 -2 -25 -26 -27 28 -5 -30 right_child=8 2 3 27 5 -7 -8 -9 20 10 11 -13 13 -15 -16 17 -18 18 -20 -21 22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=-0.003272325521467031 0.0057635254940233416 0.00019569359255996338 -0.015862271885446821 -0.03642824427121559 -0.024840053707621278 -0.0033891271824426383 0.067766863432584618 0.00088128563014578027 0.026991963098831326 0.011516922737869993 0.0018996737980207974 -0.04360725309625911 0.028292610452473568 0.067305832635146709 0.056295956126683755 -0.032056091574203298 -0.035113474264695368 0.019323774653855291 -0.028394477732263553 0.082664205198872701 0.0011480670950823309 -0.031202029784564458 -0.011340045633182435 -0.0068715563499997774 0.049742706415754012 0.0028588425091123993 -0.034872885276785823 -0.018670854409591684 -0.0057366436368775815 -0.034669538670081469 leaf_weight=224.10794471163354 288.92540291642376 231.05261840905527 8.8763777623098559 2.687385030090808 13.312367226195871 59.204744296782025 0.54848927608691234 403.6079883192026 7.0560128525758596 1.7628317566122924 4.0602142717034431 2.7130089626189147 1.0342670511454337 1.4493848345009608 1.6258523561991749 2.6648713048853079 1.8167738039046524 5.0849339826054347 2.3994956211681711 0.70807624328881491 324.38406343504437 1.5069104462672838 22.677902762836595 29.509566888516929 1.51645022118464 106.58622022755412 1.6155701763927925 40.459600956220811 46.225430865192948 2.8895072070008601 leaf_count=6765 5305 4668 264 51 533 1821 8 11198 114 50 191 114 28 40 53 78 46 156 75 22 6099 35 624 498 23 1801 20 1780 1422 162 internal_value=-3.99774e-05 -0.00200189 -0.00404324 -0.0102166 -0.00147623 -0.00676328 -0.0211755 -0.000601642 0.00260908 -0.0021437 0.00266564 -0.0163281 0.0096022 0.0260787 0.0127315 0.00186505 -0.0121118 -0.00544842 0.00402538 0.0319053 0.000727405 0.0167509 0.000332062 0.00417201 0.00086929 0.00295125 0.00229547 -0.0132088 -0.00894272 -0.00743881 internal_weight=1842.07 1058.29 430.576 126.458 304.118 73.0656 13.8609 627.716 783.778 34.1961 25.3197 6.77322 18.5465 5.92628 4.47689 12.6202 2.85104 10.1493 7.48443 2.47091 355.625 8.56292 347.062 428.153 139.228 109.718 108.202 92.2619 51.8023 49.1149 internal_count=44044 29525 11562 4532 7030 2362 541 17963 14519 1117 853 305 548 167 127 381 74 309 231 72 6872 149 6723 7647 2342 1844 1821 3415 1635 1584 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=0 split_feature=3 3 3 4 8 3 8 0 2 1 4 2 3 3 2 1 3 3 2 8 1 2 3 3 2 2 3 8 3 1 split_gain=3.50056 2.1225 1.31351 0.927174 0.918458 0.907618 0.806925 0.865467 1.20781 1.86 1.83931 1.36821 1.44184 1.32709 1.49295 1.38964 1.38178 1.59953 2.16637 1.51499 1.32004 1.18158 1.04689 1.07449 1.11979 1.03415 1.22196 1.86018 1.35777 1.52021 threshold=7.154761904761906 17.750000000000004 11.683333333333335 7.5000000000000009 1175.0000000000002 4.2678571428571432 1750.0000000000002 2.5000000000000004 0.78888888888888908 0.13392857142857145 2.5000000000000004 0.41428571428571431 2.2250000000000005 4.0500000000000007 0.68333333333333346 0.18333333333333338 3.6125000000000003 3.4722222222222228 0.5634920634920636 1350.0000000000002 0.21111111111111114 0.2678571428571429 2.8166666666666669 2.2250000000000005 0.95000000000000007 0.5277777777777779 3.7638888888888893 1350.0000000000002 3.1339285714285716 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 left_child=5 2 -2 -4 -5 6 7 -1 9 10 21 -11 -13 14 15 -14 17 18 -17 -18 -15 -9 23 24 -10 -23 28 -28 -27 -30 right_child=1 -3 3 4 -6 -7 -8 8 22 11 -12 12 13 20 -16 16 19 -19 -20 -21 -22 25 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.0012865844391649426 -0.0042652146407030789 -0.00023978730736191555 -0.052558668381756657 0.013599162020194394 -0.013543589148676496 0.00038554934205966716 0.0053166494744808328 -0.023554704522936884 0.052525334183445543 -0.022630341688967145 -0.013649134969330623 -0.05407820190889491 -0.021219475368684272 -0.061702463025471312 -0.012495943829392443 0.050833606488412779 0.050786165491912352 -0.030947213645255173 0.0027220008967871068 0.010808770854478912 -0.0054538676927053118 0.028829715698352184 0.032266196507791979 -0.0025551525298513275 0.012127396825805674 0.0016266272833326345 0.030083472704050797 -0.033682543826716628 0.018427375030098794 0.073642515687081786 leaf_weight=143.39287089073576 288.26543341320058 407.68035033561165 1.4319542963203264 3.3355386651819563 47.498745803309134 569.95739578561245 250.69529711764056 1.8198720092932514 2.0269819887325911 8.2843382460262074 6.5461151971248901 1.2380338112270681 3.5961322877055855 1.6042995344887447 11.582497258836154 2.7400042843851322 4.009304743667597 2.771071462902909 16.018098289185673 5.7954944238194912 2.9814462643735169 12.504084361157313 5.7538619025744984 11.539354258870842 11.157977852118393 5.8076987207750808 1.7785081207859992 3.2043199566005569 3.9447168157803389 1.822554598762508 leaf_count=2494 9263 11161 73 163 2608 11605 4261 28 44 144 103 17 78 34 272 45 69 53 259 135 64 233 121 209 186 91 38 72 72 49 internal_value=-3.88583e-05 -0.00267367 -0.00558749 -0.0128803 -0.0117626 0.00176551 0.00327047 0.00138401 0.0043635 0.00166113 0.0104255 -0.00375007 -0.000761507 0.000530274 0.00306037 0.0082187 0.0115973 0.00451149 0.00974968 0.027156 -0.0251321 0.0155286 0.0130571 0.0085867 0.0183379 0.0179761 0.00977964 -0.0109227 0.0186916 0.0358763 internal_weight=1840.78 748.212 340.532 52.2662 50.8343 1092.57 522.615 271.92 128.527 98.0486 37.4279 60.6207 52.3364 51.0983 46.5126 34.9301 31.334 21.5292 18.7581 9.8048 4.58575 30.8818 30.4782 24.7243 13.185 29.0619 16.5578 4.98283 11.575 5.76727 internal_count=44044 23268 12107 2844 2771 20776 9171 4910 2416 1856 686 1170 1026 1009 911 639 561 357 304 204 98 583 560 439 230 555 322 110 212 121 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=0 split_feature=4 0 0 0 3 9 1 8 8 3 8 3 3 0 1 1 2 3 8 8 2 8 1 2 3 3 3 9 3 2 split_gain=3.2383 2.83864 1.37381 1.19478 1.38193 1.1866 1.18123 1.45961 1.61469 1.11381 1.10009 1.08407 1.05965 1.10403 1.41596 0.942437 3.43584 0.920556 1.95927 0.911614 0.90254 0.850361 1.41446 2.36438 1.81504 1.73807 1.32349 1.21067 1.10955 2.85477 threshold=4.5000000000000009 1.5000000000000002 5.5000000000000009 3.5000000000000004 3.2678571428571432 1.0000000180025095e-35 0.47222222222222227 2675.0000000000005 2985.0000000000005 9.3166666666666682 3340.0000000000005 7.9500000000000011 9.7638888888888911 8.5000000000000018 1.0000000180025095e-35 0.29285714285714287 0.73214285714285732 11.683333333333335 2675.0000000000005 1075.0000000000002 0.47222222222222227 1250.0000000000002 0.10555555555555557 0.35416666666666669 5.9500000000000011 3.5277777777777781 6.4142857142857155 1.0000000180025095e-35 4.0500000000000007 0.64583333333333337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 17 6 -5 10 7 -1 -9 15 19 -8 -11 -14 -15 21 -17 -3 -19 -2 -10 22 -6 24 -24 -25 -26 -28 29 -27 right_child=1 2 -4 4 9 -7 11 8 20 12 -12 -13 13 14 -16 16 -18 18 -20 -21 -22 -23 23 25 26 28 27 -29 -30 -31 leaf_value=0.0039835646763444711 0.016845818521898061 -0.0057760743984410804 -0.028657862960196807 0.0061674014641938998 0.0091113963843194156 0.0013147155161789548 -0.00069163529716910086 0.039661501555574352 0.025444099728316762 -0.051046914761585099 0.060355938097352783 -0.047281690641419044 -0.017026708567202849 0.13996416124796848 -0.054564428217084085 -0.016535676067620866 0.04169372200593606 -0.021694457856474 0.050480906225638944 -0.0037486765395533007 -0.0081913291759035771 -0.0014728236747745599 -0.047723029555334959 -0.036216753901029762 0.042178961575154598 0.054391835598259969 -0.038105240772250408 0.0068346337507810663 0.0036103826416099892 -0.032057302512403865 leaf_weight=431.8229556575377 5.4827646113383244 161.98088266158629 7.6089278923873271 76.675473594952791 54.077096588134197 314.16099631470024 112.1311974022467 6.1133773848414412 3.4028477855026704 2.1461036103146389 0.67958966828882594 1.2626291347842187 2.6465887727608792 0.26466613239608694 0.14468383204803104 22.930707822398862 2.847940750619272 16.988855407160603 0.9953686660155644 269.3666710085522 4.8185291402041912 307.56651793562719 4.3643173370682842 2.2249101968736822 1.1559497609041498 3.5513581323757561 3.0815180922090804 2.9175684554961663 14.822615160119765 1.3062132656068568 leaf_count=7283 201 4823 458 1410 1055 8775 1906 85 51 102 21 37 106 39 18 704 52 905 34 8276 60 6954 80 40 35 59 73 69 302 31 internal_value=-3.7446e-05 -0.00248994 -0.00784749 0.00175704 -1.20535e-05 -0.000785764 0.00334646 0.00450462 0.0202011 -0.00112416 -0.00318075 -0.00121041 -0.0241185 -0.00520741 0.0712085 -0.000839932 -0.0101027 -0.00696763 -0.0176998 -0.00333785 0.00573046 -0.000235527 0.00411355 -0.00397241 -0.0223106 0.00567117 -0.00680985 -0.0162494 0.0104067 0.0311454 internal_weight=1839.54 777.264 187.574 1062.28 502.724 589.69 559.552 446.158 14.3348 426.049 275.529 113.394 5.20204 3.05594 0.40935 420.847 25.7786 179.965 17.9842 274.849 8.22138 395.068 87.5015 33.4245 11.5194 21.9051 7.15504 5.99909 19.6802 4.85757 internal_count=44044 23493 6220 20551 11129 17273 9422 7479 196 9719 8498 1943 265 163 57 9454 756 5762 939 8477 111 8698 1744 689 257 432 177 142 392 90 is_linear=0 shrinkage=0.05 end of trees feature_importances: recent_avg_finish=498 distance_m=335 recent_runs=249 recent_win_rate=187 recent_top3_rate=168 recent_best_finish=140 surface_turf=73 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 500] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 4] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]