tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=34 objective=binary sigmoid:1 feature_names=price_cents delta_cents iy cri cvr price_cents_mean_s price_cents_std_s price_cents_mean_m price_cents_std_m price_cents_mean_l price_cents_std_l delta_cents_mean_s delta_cents_std_s delta_cents_mean_m delta_cents_std_m delta_cents_mean_l delta_cents_std_l iy_mean_s iy_std_s iy_mean_m iy_std_m iy_mean_l iy_std_l cri_mean_s cri_std_s cri_mean_m cri_std_m cri_mean_l cri_std_l cvr_mean_s cvr_std_s cvr_mean_m cvr_std_m cvr_mean_l cvr_std_l feature_infos=[0:100] [-98:98] [100.90900421142578:100000] [1:99] none [0.3333333432674408:99.666664123535156] [0:69.296463012695312] [0.5:99.599998474121094] [0:69.296463012695312] [0.5:99.599998474121094] [0:69.296463012695312] [-95:98] [0:134.35029602050781] [-95:98] [0:134.35029602050781] [-95:98] [0:134.35029602050781] [109.15993499755859:100000] [0:68838.3046875] [104.55049133300781:100000] [0:68838.3046875] [92.192184448242188:100000] [0:68838.3046875] [1:99] [0:69.027053833007812] [1:99] [0:69.027053833007812] [1:99] [0:69.027053833007812] none none none none none none tree_sizes=3377 3442 3427 3427 3419 3436 3425 3421 3446 3424 3431 3427 3451 3425 3430 3432 3438 3433 3433 3427 3449 3442 3427 3462 3440 3462 3441 3448 3457 3441 3452 3448 3445 3442 3454 3446 3443 3436 3452 3441 3437 3448 3436 3450 3450 3456 3446 3454 3451 3439 3458 3441 3449 3461 3451 3455 3450 3451 3445 3457 3446 3447 3454 3465 3441 3456 3445 3447 3467 3452 3454 3451 3445 3455 3450 3465 3441 3437 3433 3431 3441 3437 3446 3432 3440 3446 3446 3447 3463 3445 3449 3458 3448 3454 3459 3461 3464 3484 3470 3463 3440 3464 3445 3463 3455 3459 3449 3450 3443 3436 3460 3437 3431 3451 3429 3439 3452 3457 3449 3465 3451 3457 3455 3464 3448 3435 3439 3449 3441 3440 3439 3428 3448 3462 3440 3444 3442 3446 3454 3449 3446 3447 3454 3436 3437 Tree=0 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 16 14 13 17 2 23 2 11 15 28 6 13 15 17 24 16 28 16 24 28 18 19 9 21 split_gain=2109.68 380.093 216.08 81.261 71.8766 46.4976 31.0837 25.251 23.7589 23.7037 22.2023 22.0542 20.5275 20.2756 19.5117 14.9804 14.719 15.3128 14.2802 14.0628 13.5835 23.7528 12.3432 13.4817 12.9693 12.0994 10.6344 10.6745 10.355 18.8769 threshold=48.500000000000007 12.833333492279055 75.500000000000014 33.500000000000007 396.52758789062506 0.78647416830062877 11.964046478271486 1.4394283890724184 5.5357143878936776 15066.079589843752 16394.458007812504 5.2581665515899667 2862.0551757812505 -8.4999999999999982 0.075961541384458556 2.8689359426498418 2.2153606414794926 2.1055555343627934 0.89181286096572887 58970.740234375007 7.4315552711486825 4.309354543685914 12.129544734954836 4.368244171142579 0.27539165318012243 31.45211219787598 3477.3081054687505 3198.125854492188 40.422618865966804 4440.4868164062509 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 7 5 14 6 22 -2 16 -10 -7 -4 -9 -6 -1 -16 28 -18 20 26 21 -15 23 -3 -25 -20 27 -14 29 -5 right_child=2 3 11 8 13 10 -8 12 9 -11 -12 -13 19 18 15 -17 17 -19 25 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.2835805905283717 -0.22387930159176475 -0.25913933241202314 -0.19032540373702631 -0.26437287781723651 -0.22397890097788684 -0.25128573267302351 -0.22731246224976068 -0.22410573073804721 -0.23386443298987414 -0.20268833380595674 -0.23481232405521074 -0.17326301602278577 -0.22347922540593732 -0.26818996181763194 -0.24114319518625849 -0.2728992107864131 -0.21257021815211463 -0.24691663960180166 -0.25894938678119694 -0.18700892884123535 -0.27790181830708216 -0.23914663268886377 -0.27324134323260907 -0.22470528960425992 -0.25306903596739982 -0.22856644870266982 -0.22143769378340064 -0.20147540622556526 -0.23030912105266851 -0.23800822905398564 leaf_weight=235.64122211933136 92.678974390029907 245.74717411398888 95.143840730190277 30.564342617988586 12.817304968833922 108.70060560107231 32.536235690116882 50.036786705255508 41.902727782726288 46.093000560998917 228.24662309885025 240.5709547996521 21.937310427427292 133.10278236865997 14.789198040962217 139.2649482190609 43.135160952806473 16.021631211042404 275.32557019591331 40.91678124666214 77.396803081035614 31.303802520036697 41.902727782726288 21.444337159395218 44.860567390918732 12.324331700801848 34.508128762245178 207.78823247551918 86.76329517364502 122.01088383793831 leaf_count=956 376 997 386 124 52 441 132 203 170 187 926 976 89 540 60 565 175 65 1117 166 314 127 170 87 182 50 140 843 352 495 internal_value=-0.238141 -0.2542 -0.196295 -0.242339 -0.268325 -0.248272 -0.255374 -0.209934 -0.231234 -0.217534 -0.240127 -0.178099 -0.206295 -0.261262 -0.278153 -0.269851 -0.235272 -0.221872 -0.262165 -0.203375 -0.267539 -0.26266 -0.257953 -0.2559 -0.243896 -0.257648 -0.205909 -0.203577 -0.238584 -0.24329 internal_weight=2825.48 2041.9 783.581 1109.93 931.966 723.438 386.491 447.866 386.491 87.9957 336.947 335.715 355.187 542.271 389.695 154.054 298.495 59.1568 529.453 305.15 241.803 164.407 353.955 312.052 66.3049 287.65 264.234 229.726 239.339 152.575 internal_count=11463 8284 3179 4503 3781 2935 1568 1817 1568 357 1367 1362 1441 2200 1581 625 1211 240 2148 1238 981 667 1436 1266 269 1167 1072 932 971 619 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 16 24 13 17 2 23 15 17 13 28 6 13 15 15 24 16 28 16 24 28 9 21 22 2 split_gain=1979.57 359.96 200.611 76.5288 68.4754 43.9134 29.3424 24.0785 22.2768 22.1525 20.9205 20.4042 18.6522 16.3362 15.19 14.222 13.8188 14.353 13.8115 13.0848 13.8907 24.4518 11.7247 12.7549 12.2137 11.4276 9.74065 17.832 13.6363 9.52419 threshold=48.500000000000007 12.833333492279055 75.500000000000014 33.500000000000007 396.52758789062506 0.78647416830062877 11.964046478271486 0.059775346890091903 5.5357143878936776 15066.079589843752 16394.458007812504 5.2581665515899667 0.075961541384458556 58970.740234375007 -7.8333332538604727 2.8689359426498418 2.2153606414794926 2.1055555343627934 1.7182539701461794 0.89181286096572887 7.4315552711486825 4.309354543685914 12.129544734954836 4.368244171142579 0.27539165318012243 31.45211219787598 40.422618865966804 4440.4868164062509 6339.6723632812509 2534.7653808593755 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 7 5 12 6 22 18 16 -10 -7 -4 -1 29 -6 -14 26 -18 -2 20 21 -16 23 -3 -25 -21 27 -5 -29 -9 right_child=2 3 11 8 14 10 -8 13 9 -11 -12 -13 15 -15 19 -17 17 -19 -20 25 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.044268342783784741 0.012796066254072569 -0.020350119758654507 0.046212199583731038 -0.025457609284108351 0.0092150592771624591 -0.012699227151150058 0.010561792207784367 0.0067789148594592829 0.0042177476892885585 0.034324492088201625 0.0032991433572632004 0.062578466791812726 -0.0028414683367378939 0.049700557133840688 -0.02914338069568535 -0.033794670614999786 0.024802718299621173 -0.0084497070812412506 0.031323764794980398 -0.02016488694502273 -0.0389626342452844 0.00015540916791905563 -0.034129634113556538 0.013083610496844778 -0.014435106296457197 0.0093483351799530292 0.0076614146864407585 0.010128831598752327 -0.0099305471091506222 0.031252084445678299 leaf_weight=234.25869536399841 118.33831982314587 245.1119119822979 95.631350129842758 30.464577376842499 13.322049558162687 108.5277314633131 32.577358782291412 15.307039588689802 41.924148499965668 46.273115456104279 228.33805179595947 242.17789888381958 14.784033894538878 43.352898210287094 132.35575054585934 138.65243777632713 43.259475380182266 16.004813835024834 52.177147269248962 274.62055499851704 76.271279916167259 31.794549956917763 41.716497242450714 21.477741524577141 44.779207050800323 12.338152527809141 86.843310832977295 61.623167246580124 60.390703901648521 220.08845180273056 leaf_count=956 479 997 386 124 54 441 132 62 170 187 926 976 60 175 539 565 175 65 211 1117 311 129 170 87 182 50 352 250 245 890 internal_value=6.98017e-05 -0.0155383 0.0404788 -0.00400333 -0.0293211 -0.00976852 -0.0166807 0.0273454 0.00676629 0.0200134 -0.00185504 0.0579453 -0.0389429 0.0327774 -0.0224221 -0.0308122 0.00285332 0.0158226 0.0184655 -0.0232213 -0.0283838 -0.0234684 -0.0191943 -0.0171933 -0.00551469 -0.0188959 -0.000358324 -0.00492592 0.000200452 0.0296607 internal_weight=2824.78 2037.71 787.073 1109.31 928.398 722.528 385.663 449.264 386.783 88.1973 336.866 337.809 387.695 278.748 540.702 153.436 298.586 59.2643 170.515 527.38 240.422 164.15 353.085 311.369 66.2569 286.959 239.322 152.478 122.014 235.395 internal_count=11463 8284 3179 4503 3781 2935 1568 1817 1568 357 1367 1362 1581 1127 2200 625 1211 240 690 2146 979 668 1436 1266 269 1167 971 619 495 952 is_linear=0 shrinkage=0.03 Tree=2 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 16 26 13 17 23 11 2 9 2 24 17 13 13 13 24 14 2 20 9 22 27 22 5 24 22 split_gain=1859.22 341.113 187.221 72.0802 65.3658 41.2573 24.2303 20.9059 24.1258 19.0389 18.3151 18.0273 21.9447 18.9775 19.7316 16.7153 15.702 15.046 12.2847 15.5057 20.7493 11.3676 10.5954 10.4223 14.0118 13.8399 10.4481 9.15871 8.3963 7.72721 threshold=48.500000000000007 12.833333492279055 75.500000000000014 33.500000000000007 396.52758789062506 3.9331965446472172 0.088788088411092772 5.0416667461395273 15066.079589843752 5.2581665515899667 -8.4999999999999982 16394.458007812504 33.718750000000007 94004.078125000015 0.27539165318012243 58970.740234375007 -1.0000000180025095e-35 6.2750000953674325 2.1055555343627934 7.4315552711486825 7.5153877735137948 2534.7653808593755 16187.950195312502 40.806249618530281 515.47503662109386 1.4100526571273806 1186.9716796875002 15.833333492279055 0.051693677902221687 7564.3371582031259 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 6 5 16 -3 17 23 -9 -4 -6 12 -7 -13 -15 21 22 -2 19 20 -12 -8 -1 24 -5 -25 -26 -16 -28 -23 right_child=2 3 9 7 10 11 15 8 -10 -11 18 13 -14 14 27 -17 -18 -19 -20 -21 -22 29 -24 25 26 -27 28 -29 -30 -31 leaf_value=-0.047984934897794387 0.011401738891421367 -0.018799582814089919 0.044650590105923184 -0.017588209328175161 0.013570633035100395 -0.014897323940369796 0.0064821645223544925 0.0028762881549080476 0.033550031091889955 0.060428078288801021 -0.023311606456557422 0.0045776583875401788 0.026709576357110895 0.018596618506904194 -0.042965329896854101 0.04830067235469495 -0.03313287589385 0.043535763883947295 -0.010926993292999506 -0.036056477329550599 0.012119027187093174 0.033224978754831887 -0.019807525564971295 0.0034899199290359109 0.02353933634926 0.02883041921703924 -0.010775211789263479 -0.014454093888024763 0.0048054990413493297 0.022066502155086064 leaf_weight=138.06885692477226 110.12177665531635 268.77424967288971 96.000687807798386 38.071193799376488 12.847687646746634 154.04951210319996 20.266002729535103 43.913983598351479 48.637687847018242 243.25420761108398 356.51626652479172 226.36685834825039 12.321373254060743 12.829892933368681 14.745848685503004 42.539201498031616 234.22637841105461 14.886734575033186 69.440907955169678 84.683973491191864 15.5238139629364 182.04421159625053 13.154668360948561 66.192284449934959 18.995279014110565 27.43802797794342 45.579036936163902 32.46537359058857 98.182068198919296 80.576232194900513 leaf_count=567 445 1096 386 155 52 627 82 178 196 976 1455 918 50 52 60 171 960 60 283 347 63 734 54 268 77 111 185 132 398 325 internal_value=6.61477e-05 -0.0151082 0.0391319 -0.00388637 -0.0285648 -0.00948879 0.0264549 0.00655897 0.0189959 0.0559634 -0.0218189 -0.00396181 -0.0118159 0.000600559 -0.0143939 0.0307674 -0.0379981 0.0152284 -0.022683 -0.0244704 -0.0218332 0.0281308 -0.0455338 0.00264988 -0.00120391 0.0109159 0.00262863 -0.0233592 -0.00013432 0.0298014 internal_weight=2822.71 2033.03 789.689 1108.56 924.463 721.553 450.434 387.01 92.5517 339.255 539.013 452.779 166.371 286.408 60.0411 325.426 385.45 125.009 526.165 456.724 372.04 282.886 151.224 294.458 200.828 93.6303 162.756 47.2112 143.761 262.62 internal_count=11463 8284 3179 4503 3781 2935 1817 1568 374 1362 2200 1839 677 1162 244 1312 1581 505 2148 1865 1518 1141 621 1194 815 379 660 192 583 1059 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 16 26 15 2 5 15 11 13 2 2 15 12 14 6 13 7 13 7 26 2 11 22 26 14 split_gain=1747.65 323.43 175.537 67.8935 62.5042 39.701 27.1023 22.681 19.7863 18.528 17.9233 17.6432 17.3118 14.0825 13.8931 13.402 12.6477 12.4215 17.3652 11.1342 13.7034 9.92002 9.5262 13.9794 12.2203 11.5395 14.0069 9.29772 9.27352 12.0171 threshold=48.500000000000007 12.833333492279055 75.500000000000014 33.500000000000007 396.52758789062506 0.78647416830062877 11.964046478271486 0.088788088411092772 6.7596154212951669 16394.458007812504 83.166667938232436 0.075961541384458556 -8.4999999999999982 6.2750000953674325 2862.0551757812505 12344.549316406252 0.89181286096572887 2.4130063056945805 4.0108754634857187 2.2153606414794926 2.1055555343627934 26.4226188659668 2.5227272510528569 40.041666030883796 0.11851179227232934 16908.739257812504 0.83333334326744091 25507.562500000004 15.865932941436769 7.6284456253051767 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 7 5 11 6 28 13 19 -7 -4 27 -6 -2 -9 -10 17 18 -14 22 -21 -8 23 25 -24 -5 -27 -1 29 -3 right_child=2 3 10 8 12 9 21 14 15 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.043748296346792136 0.011047189397450162 -0.018652909183230527 0.045224937232039873 -0.018214031893997298 0.013144516906614603 -0.01192701673464751 -0.0052328828879909675 0.013749742623009278 0.0064496196331478156 0.0031458039154594036 0.059462553545642297 -0.029156591852927065 -0.026494772313828692 0.042088000559889101 0.032164715647107447 0.031539760169570573 -0.017815735193549953 -0.03863498155336071 0.0029564130662016901 0.023692573660576095 -0.0059670005437652811 0.027924835041726642 0.038017601568355493 0.0052631442305229878 0.0028600333869988654 -0.010572286979054138 0.028155961949043462 -0.016995586759295668 -0.040498341788796945 0.0046017671582529104 leaf_weight=218.7168777436018 110.24442727863789 313.92096824944019 126.99921409785748 64.389722660183907 12.865970134735106 108.13854333758354 17.271759629249573 42.37751804292202 35.584253311157227 228.46758492290974 213.10851411521435 151.9381088167429 155.86942023038864 14.93605002760887 283.82154241204262 41.513627529144287 285.39572288095951 62.731924533843994 20.373598203063011 43.403047144412994 20.709113508462906 15.326539024710653 12.354731947183607 100.23068891465664 31.800731331110001 24.396174281835556 12.822303488850592 12.352159276604651 16.073371037840843 21.360487774014473 leaf_count=905 445 1283 509 262 52 441 70 171 144 926 853 625 640 60 1141 167 1167 258 83 175 84 62 50 406 129 99 52 51 66 87 internal_value=6.28518e-05 -0.0146925 0.0378702 -0.00377297 -0.0278372 -0.00921733 -0.0158107 0.0256065 0.00635859 -0.00169651 0.0541461 -0.037097 -0.0212356 0.0147509 0.0297724 0.0199595 -0.0220792 -0.0271708 -0.0230902 0.00297717 0.0141121 0.0103567 7.51297e-05 -0.00268614 0.0126971 -0.0105276 0.00277015 -0.0423182 -0.0182385 -0.0171714 internal_weight=2819.49 2028.01 791.487 1107.76 920.244 720.559 383.953 451.38 387.204 336.606 340.108 383.007 537.237 125.18 326.199 77.0979 524.371 238.975 176.243 310.107 64.1122 32.5983 245.994 201.839 44.1555 101.608 37.2185 231.069 351.355 335.281 internal_count=11463 8284 3179 4503 3781 2935 1568 1817 1568 1367 1362 1581 2200 505 1312 311 2148 981 723 1257 259 132 998 819 179 413 151 956 1436 1370 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 0 14 15 26 26 2 15 17 17 28 13 13 15 24 14 28 9 6 13 14 13 7 26 2 split_gain=1644 306.819 165.618 63.9547 59.8746 37.5133 27.7683 22.2269 18.5766 18.072 17.5459 17.4597 17.0074 16.0509 15.8556 13.7058 12.8372 12.363 11.6074 12.4257 20.461 10.7866 10.72 10.4616 12.8582 9.41795 8.95411 13.1691 11.4374 10.8947 threshold=48.500000000000007 12.833333492279055 70.500000000000014 33.500000000000007 396.52758789062506 0.78647416830062877 85.500000000000014 8.1454577445983904 6.7596154212951669 0.088788088411092772 16.396825790405277 16394.458007812504 0.075961541384458556 5128.4233398437509 58970.740234375007 2.8689359426498418 -7.8333332538604727 6.2750000953674325 0.89181286096572887 7.4315552711486825 7.5153877735137948 31.45211219787598 31.766369819641117 2.2153606414794926 2.1055555343627934 2.2573111057281499 2.5227272510528569 40.041666030883796 0.11851179227232934 16908.739257812504 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 9 5 12 7 -4 -3 23 17 -9 -7 -1 -10 22 -14 -6 -2 19 20 -18 25 -11 26 -25 -20 27 29 -28 -5 right_child=2 3 6 8 16 11 -8 10 13 14 -12 -13 15 -15 -16 -17 18 -19 21 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-0.04138994642684686 0.0097942450272498222 -0.018267754636588959 0.04083094598648894 -0.017711265777488813 0.0083694565923343213 -0.011589016095991061 0.057010846896496742 0.014517720578612687 -0.0020126407880732022 0.0064498972203164634 -0.022541708910074912 0.0030503200217231853 -0.00085136439118645613 0.028098098628817628 0.047826475716033177 -0.031386008945730695 -0.024989529973216601 0.039576191716999526 -0.044351921886650165 -0.036417766433031622 0.012300617508698354 0.010151933832783134 0.026860844914575067 0.022935932574008319 -0.0057921150984452958 -0.017362682848908038 0.036739463492847312 0.0051022505427885554 0.0027732966539796094 0.0026858591371712198 leaf_weight=229.19251057505608 106.38289494812489 330.11967234313488 161.01497793197632 64.233401581645012 13.35758265852928 107.95648156106472 234.49175396561623 35.996217310428619 22.476139739155769 25.874710842967033 16.894336447119713 228.5492497831583 14.649637639522551 54.73186668753624 29.972811788320541 136.5243811160326 147.91301655769348 14.221787601709364 12.181241542100905 74.94270384311676 14.545041769742964 12.299521863460539 220.60909816622734 43.488484516739845 20.694585487246513 260.14440904557705 12.400277167558668 100.28869305551052 31.811284244060516 37.226754441857338 leaf_count=956 429 1353 645 262 54 441 938 146 91 104 69 926 60 220 120 565 609 57 50 311 59 50 886 175 84 1067 50 406 129 151 internal_value=5.984e-05 -0.0142911 0.0366831 -0.00366323 -0.027137 -0.00895428 0.0504238 -0.015375 0.00616504 0.0229962 0.00268017 -0.00164622 -0.0362379 0.0193325 0.0272235 -0.028427 -0.0206712 0.0133062 -0.0214143 -0.0263125 -0.0216509 -0.0173288 0.0247182 0.0028871 0.0136731 -0.0185699 7.24941e-05 -0.00260706 0.0123 -0.0102274 internal_weight=2815.19 2022.62 792.568 1106.87 915.75 719.516 395.507 383.01 387.351 397.061 52.8906 336.506 380.367 77.208 276.457 151.174 535.384 120.605 522.026 237.401 162.458 284.625 246.484 310.143 64.1831 272.326 245.96 201.749 44.2116 101.46 internal_count=11463 8284 3179 4503 3781 2935 1583 1568 1568 1596 215 1367 1581 311 1110 625 2200 486 2146 979 668 1167 990 1257 259 1117 998 819 179 413 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=0 5 0 0 15 15 24 15 15 17 2 8 14 2 10 11 22 17 15 15 1 15 26 19 28 11 7 2 19 23 split_gain=1548.27 298.005 114.566 75.8985 54.2763 49.0164 25.1873 22.8626 19.9745 19.7352 18.894 17.2173 15.8673 15.7777 14.9954 15.0852 13.3877 13.3456 12.3448 12.0043 11.0902 10.7713 12.8495 12.1729 10.2363 10.1687 10.1179 10.0981 9.8884 9.26859 threshold=51.500000000000007 12.833333492279055 84.500000000000014 32.500000000000007 0.98958334326744091 2.851648330688477 0.094880528748035445 -9.7499999999999982 6.7596154212951669 7017.6135253906259 79443.082031250015 9.4780445098876971 2.1941725015640263 8150.1801757812509 11.414070606231691 -6.1666667461395255 2385.787963867188 4001.842651367188 0.30860807001590734 0.091966174542903914 -4.4999999999999991 0.78647416830062877 1.5576925277709963 15245.165527343752 0.642877757549286 2.4166666269302373 1.5227272510528567 57220.583984375007 52317.228515625007 4.0041666030883798 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 6 5 7 14 12 -1 20 -10 11 27 24 -7 21 -16 -14 -18 -8 26 -5 -3 23 -23 -2 -6 -12 -9 -17 -15 right_child=2 3 -4 8 25 13 18 10 9 -11 19 -13 16 29 15 28 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0069857497223793147 0.0083833787833001959 -0.018472811742509015 0.05445860395553348 0.030192860820815154 -0.018744912974361757 -0.016498127144393721 0.044871132450745005 -0.030257538222880249 -0.0018059680553105589 0.026934568421043806 -0.028116460553490253 0.010743594975506235 0.042065576441353614 0.016005380585372809 0.030587555727833199 0.0046814755717682795 -0.0014977852904716406 0.030188915990120684 0.031011065936269837 -0.027204969984010816 0.0019249726066776262 -0.015809065777747579 -0.024083835885582883 0.0056610290641842765 0.03518556250952249 -0.0058699613688029751 -0.041435597662931527 -0.011343250538696146 -0.028351902341480738 0.00063200943553588741 leaf_weight=13.780359908938406 83.23283252120018 341.71151392161846 246.75759181380272 12.913387447595595 246.32934305071831 26.88619402050972 81.40839384496212 119.41555216908455 31.391025573015213 68.262064978480339 65.290669277310371 12.247821271419523 43.13713838160038 73.016940727829933 12.357257679104803 21.15778075158596 17.935058549046516 35.923771545290947 199.73702459037304 114.69993995130062 381.7828753143549 39.58990190923214 34.921846374869347 59.464855447411537 15.16055244207382 71.158427238464355 240.08402316272259 32.268623515963554 13.271512895822523 68.320693254470825 leaf_count=56 335 1404 988 52 1015 110 326 494 127 274 273 50 173 296 50 86 72 144 800 477 1547 162 142 241 61 292 1008 134 54 277 internal_value=1.09225e-05 -0.0130254 0.0378664 -0.00309432 -0.0258837 -0.00951739 0.0292746 -0.0312077 0.00587991 0.0178812 -0.032109 -0.0234711 0.0210013 0.00456696 -0.0140522 0.00215351 0.0296118 0.0196372 0.0350244 -0.0354798 0.00284982 -0.0156461 -0.00843654 -0.00292007 0.0125131 -0.0158593 -0.0385879 -0.0262338 -0.00805195 0.0085741 internal_weight=2823.61 2100.32 723.292 1185.05 915.275 690.698 476.535 597.787 494.349 99.6531 584.007 163.932 195.389 168.224 522.475 46.7866 96.996 53.8588 281.145 420.075 394.696 475.688 133.977 99.0548 98.3934 317.488 305.375 151.684 34.4293 141.338 internal_count=11520 8621 2899 4822 3799 2822 1911 2492 2000 401 2436 678 785 683 2139 190 389 216 1126 1758 1599 1949 545 403 396 1307 1281 628 140 573 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=0 5 0 13 14 20 13 24 0 17 7 2 24 10 13 14 2 11 9 22 17 9 14 13 2 27 19 28 11 26 split_gain=1458.25 283.468 108.985 80.9428 36.4509 34.0121 27.5326 25.8892 25.301 25.1775 27.3845 27.2892 23.7145 21.6733 16.3259 14.9081 13.9729 13.7744 14.4808 12.555 12.5343 11.811 12.604 11.3421 11.3415 10.6509 10.1441 9.59532 9.4705 9.40578 threshold=51.500000000000007 20.833333015441898 84.500000000000014 0.95833334326744091 2.2573111057281499 688.42553710937511 2.5916665792465214 9.618260860443117 35.500000000000007 15066.079589843752 41.881944656372077 99955.308593750015 0.094880528748035445 10.989895820617678 -1.0000000180025095e-35 2.1941725015640263 3847.8137207031255 -8.1666665077209455 13.274305343627931 2385.787963867188 4001.842651367188 32.010416030883796 9.7365274429321307 13.535714149475099 8674.6948242187518 1.674674987792969 54999.738281250007 0.642877757549286 33.250000000000007 0.032670872285962112 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 3 12 5 8 14 -5 13 -3 10 16 21 15 17 -1 27 -6 -7 -19 -17 -21 -11 28 -8 -14 -12 -20 -2 -23 -10 right_child=2 4 -4 6 9 7 23 -9 29 11 25 -13 24 -15 -16 19 -18 18 26 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.042355777258337259 0.008126751873626872 -0.016653202824874633 0.05295357899158093 -0.016941516270913465 0.006940933944154272 0.010662994586288565 -0.0052643895954409218 -0.035338454806765375 0.02358754015599689 0.0094427789269202877 0.0084337276698324883 -0.011588246465980036 0.02700102467916941 0.0057681887080757591 -0.029275949607767925 0.040741601490747792 -0.011346853796067313 -0.026999579535718309 -0.0067582647380269286 -0.0014529812163560148 0.029250732594099944 0.0098003349012932475 0.037280618673745505 0.016487088495940869 0.039172085547911011 0.035915554820222011 -0.028134930804422503 0.034049544168450532 0.036280041986551471 -0.0014026110886150636 leaf_weight=141.98498407006264 83.284515842795372 145.17624299228191 246.16590403020382 332.40006981790066 49.906021952629089 12.375132665038107 128.64982938766479 97.489691257476807 15.34691049158573 135.97383980453014 56.31930784881115 39.397268071770668 120.64627879858017 31.960916966199875 217.36735415458679 43.201694443821907 152.51202030479908 171.29554894566536 72.608086302876472 17.933478847146034 35.963055327534676 56.462706670165062 35.818996295332909 25.922803297638893 160.67200563848019 16.384697884321213 27.563649147748947 15.195803269743918 15.491041719913481 116.09260247647762 leaf_count=601 335 597 988 1370 202 50 525 409 62 550 227 161 483 131 912 173 623 712 299 72 144 228 144 105 643 66 114 61 62 471 internal_value=9.69561e-06 -0.0126711 0.0367424 -0.0216563 0.000885123 -0.0276938 -0.0120771 -0.0218246 -0.0080201 0.00529758 -0.00116563 0.0115777 0.0283744 -0.0176528 -0.034444 0.0203511 -0.00683801 -0.02029 -0.021701 0.0286925 0.0190344 0.015322 0.0227397 -0.00161653 0.0339524 0.0146271 -0.0126404 0.0121267 0.0155012 0.00151525 internal_weight=2817.56 2094.5 723.063 1259.62 834.882 772.645 486.973 413.293 276.616 558.266 275.122 283.144 476.897 315.803 359.352 195.579 202.418 283.842 271.467 97.0982 53.8965 243.747 107.773 154.573 281.318 72.704 100.172 98.4803 71.9537 131.44 internal_count=11520 8621 2899 5228 3393 3228 2000 1715 1130 2263 1118 1145 1911 1306 1513 785 825 1175 1125 389 216 984 434 630 1126 293 413 396 290 533 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=0 5 0 7 15 15 24 15 17 14 2 8 15 15 15 26 22 17 2 14 7 27 1 2 8 15 11 25 28 25 split_gain=1374.37 269.416 104.043 67.545 55.7329 49.7924 22.3661 20.9862 19.6132 18.4489 17.789 15.9137 14.2484 11.6738 11.5197 11.2747 11.2205 10.4783 13.933 11.5555 10.8428 10.1644 9.82786 9.77069 9.72104 9.50403 9.24483 8.77944 11.0984 9.12778 threshold=51.500000000000007 12.833333492279055 84.500000000000014 32.348484039306648 2.2343137264251713 0.98958334326744091 0.094880528748035445 -9.7499999999999982 7475.0371093750009 2.1941725015640263 79443.082031250015 9.4780445098876971 8.7638888359069842 0.30860807001590734 0.091966174542903914 0.032670872285962112 647.15951538085949 15066.079589843752 92332.480468750015 9.0393500328063983 43.522727966308601 72.674236297607436 33.500000000000007 57220.583984375007 1.7546440958976748 1.2025641202926638 2.4166666269302373 4.0066964626312265 18.703103065490726 16.876333236694339 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 5 6 4 16 7 12 -1 -6 15 11 23 24 -8 21 -5 -3 20 19 22 -11 -12 25 -9 -2 -19 -7 -10 -29 -30 right_child=2 3 -4 9 8 26 13 10 27 17 14 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0068026066445439366 0.010140027418496586 -0.023466489817432656 0.051560818675949048 0.02282895414631601 -0.017980764490271341 -0.017794847742680184 0.042510168752484867 -0.028918314410512635 0.014567457611890782 -0.00048223043366252575 -0.039845950425747234 0.010633587665435837 0.045770318648240833 0.029034398864818248 -0.025821959855765242 -0.0042174711792252843 -0.011805757724062973 0.016009675821279074 -0.010408604521764528 0.034341999333202637 0.016273603164259118 -0.026161178187997694 0.035172649498740848 -0.0102320250002794 0.024144403767357315 -0.01165672961524181 -0.0055001269009373847 -0.0032097479264283722 0.037187780136748505 0.0037748473206331919 leaf_weight=13.774904280900953 88.338307544589043 89.924795299768448 245.24420845508575 15.380634889006613 32.47408327460289 244.76477915048599 81.423588335514069 118.12708032131195 84.025570228695869 90.553428158164024 238.8157425224781 12.244482070207594 17.242478758096695 199.88552057743073 113.35352228581905 141.39313291013241 426.56682358682156 39.16532401740551 13.986235216259955 39.607344940304756 56.410038709640503 61.409300893545151 15.499252408742903 32.007594019174576 90.117521420121193 15.636423662304876 71.012785062193871 92.034468069672585 12.63969072699547 17.610328868031502 leaf_count=56 355 372 988 62 133 1015 326 494 340 367 1021 50 69 800 477 575 1752 158 57 159 227 260 62 134 361 63 292 373 51 71 internal_value=8.62292e-06 -0.0123282 0.035681 -0.00290071 -0.00829488 -0.0246437 0.0275167 -0.0297915 0.00369053 0.00662638 -0.0306667 -0.0222525 0.0197282 0.0329349 -0.0339703 -0.00156402 -0.013836 0.011367 0.0177935 0.0213824 0.00594928 -0.0370468 0.0140809 -0.0249345 0.017212 0.0081157 -0.01503 0.00710169 0.00197172 0.0177361 internal_weight=2810.67 2088.42 722.252 1182.91 755.276 905.51 477.007 589.733 238.784 427.632 575.958 162.379 195.698 281.309 413.579 156.774 516.492 270.858 123.895 109.908 146.963 300.225 70.301 150.135 178.456 54.8017 315.778 206.31 122.284 30.25 internal_count=11520 8621 2899 4822 3092 3799 1911 2492 968 1730 2436 678 785 1126 1758 637 2124 1093 499 442 594 1281 283 628 716 221 1307 835 495 122 is_linear=0 shrinkage=0.03 Tree=8 num_leaves=31 num_cat=0 split_feature=0 5 0 7 15 15 26 15 14 2 14 9 13 17 2 2 26 22 17 2 7 22 24 22 10 0 11 11 7 17 split_gain=1296.01 255.882 99.6693 63.6258 52.6984 47.7828 21.2309 20.0003 17.3448 17.1778 17.0454 13.6222 13.0002 12.2743 11.0953 10.8609 10.5936 10.4399 9.85029 13.2099 10.1867 9.68881 9.58045 9.54912 13.5776 9.50252 8.94588 8.76604 8.71354 14.6249 threshold=51.500000000000007 12.833333492279055 84.500000000000014 32.348484039306648 1.5895721912384035 0.98958334326744091 0.09723310545086862 -9.7499999999999982 2.1941725015640263 79443.082031250015 13.427356719970705 13.274305343627931 -1.0000000180025095e-35 16939.256835937504 58123.742187500007 8674.6948242187518 0.032670872285962112 647.15951538085949 15066.079589843752 61751.447265625007 43.522727966308601 12608.403808593752 0.094880528748035445 16016.482910156252 13.048356533050539 38.500000000000007 11.166666507720949 2.4166666269302373 21.366666793823246 31981.869140625004 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 5 6 4 17 7 10 -1 16 11 -2 14 -11 25 -9 -8 -5 -3 20 -20 -10 -16 -15 -19 -25 -6 28 -7 -24 -30 right_child=2 3 -4 8 13 27 15 9 18 12 -12 -13 -14 22 21 -17 -18 23 19 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31 leaf_value=0.006593575668898892 0.0107713386922584 -0.023598572852494046 0.050267886819658464 0.022102247953980306 -0.01291603220728728 -0.01732099896046372 0.024558488446113438 -0.030214063432706637 -0.00046778836105366962 -0.038722036013800913 0.045652054365250827 -0.0022578644355126637 -0.028035013762919874 0.028751593520568521 0.0097996139054169762 0.034949718646075968 -0.0040931318147574862 -0.0087354364003796037 0.022644251915745681 -0.0005278805381941546 0.015767868190760124 -0.02454248229707812 -0.0069794242597558875 -0.022604289366864018 0.0064279593168970056 0.013191974697076477 0.013217771643060905 -0.0053400564286322652 -0.012279181355020681 0.021289787795386768 leaf_weight=13.785095065832136 97.624245047569275 87.587410867214203 244.02348947525024 15.409294694662092 64.800832271575928 243.92974571883678 166.63297346234322 104.51674969494343 90.548663854598999 199.69950845837593 14.479048773646353 27.033076703548431 210.34454569220543 15.365554600954054 13.136439770460131 198.20341719686985 141.31880807876587 252.8778463602066 95.104671537876129 28.860869169235229 56.471765756607056 16.912753701210022 75.470896303653717 110.79605023562908 16.68051752448082 15.559467002749441 64.442681923508644 70.948168158531189 18.325959235429764 32.210757881402969 leaf_count=56 392 364 988 62 266 1015 667 440 367 860 58 112 898 62 55 794 575 1041 382 117 227 71 306 458 68 63 260 292 74 130 internal_value=7.70737e-06 -0.0119958 0.0346737 -0.00281661 -0.00805886 -0.0240453 0.0266951 -0.029114 0.00642617 -0.0299751 0.0152765 -0.0216911 -0.0332398 0.00208212 -0.0255951 0.0302037 -0.00151764 -0.0142607 0.0110206 0.0172495 0.00576846 -0.00952934 0.00596437 -0.0121104 -0.0188054 -0.00786097 0.00412589 -0.0146215 -0.000523865 0.00911679 internal_weight=2803.1 2082.14 720.963 1181.83 754.118 900.306 476.94 585.428 427.714 571.643 112.103 161.599 410.044 286.176 134.566 364.836 156.728 467.942 270.986 123.966 147.02 30.0492 205.816 380.354 127.477 80.3603 190.45 314.878 126.008 50.5367 internal_count=11520 8621 2899 4822 3092 3799 1911 2492 1730 2436 450 678 1758 1161 566 1461 637 1931 1093 499 594 126 832 1567 526 329 770 1307 510 204 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=0 5 0 20 15 14 24 15 0 17 2 7 14 11 9 2 11 5 2 22 15 27 27 27 9 14 12 1 15 23 split_gain=1222.76 243.54 95.8537 71.4236 34.895 30.7717 25.0155 22.9362 21.9002 21.3433 23.0954 23.038 19.7622 18.883 13.7755 12.7176 12.5316 11.9525 11.6678 13.0439 10.7898 10.0954 9.90788 9.88296 9.61481 11.0402 9.17583 8.27502 10.9739 8.09781 threshold=51.500000000000007 20.833333015441898 78.500000000000014 688.42553710937511 2.288690567016602 2.2573111057281499 9.618260860443117 0.1012820526957512 35.500000000000007 15066.079589843752 99955.308593750015 41.881944656372077 1.3312467336654665 -8.1666665077209455 13.274305343627931 3847.8137207031255 13.833333492279055 85.166667938232436 5460.1745605468759 3126.0700683593755 1.4868686795234682 6.0281023979187021 1.674674987792969 1.326249957084656 32.010416030883796 9.7365274429321307 1.6297879815101626 33.500000000000007 1.337398409843445 5.5226664543151864 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 3 12 7 6 8 13 -1 -3 11 24 15 -2 -5 29 -7 -6 -4 19 23 -9 -16 -13 -14 -11 27 -23 28 -26 -15 right_child=2 5 17 4 16 9 -8 20 -10 10 -12 22 18 14 21 -17 -18 -19 -20 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.036447399057306235 0.010038935974055514 -0.015416602764038482 0.038729937230708382 0.01728668354595286 -0.0061634680925461687 0.0068754335437019084 -0.031064905145153643 -0.024632460682865238 0.0015212239419630138 0.0088240952060058692 -0.010679430464696485 0.007445104794023865 0.010897710311802183 -0.038031446593787974 -0.014833714539085562 -0.010579580394100731 0.016514688267153865 0.051076511387746507 0.032003849664401465 0.010758580437434807 -0.00071499838405242712 0.010126833241355165 0.033903923763347076 0.035234659853749739 0.017332887873733847 0.034389481198798137 -0.013916399297207012 0.033466150475596236 -0.011536085275235523 -0.018414256484852884 leaf_weight=239.74421927332878 71.758664593100548 143.98947069048882 111.62637101113796 15.339911073446272 127.42674455046654 49.915039584040642 111.54796959459782 135.41637371480465 131.39811909198761 136.18415884673595 39.202846735715866 56.446499064564705 20.210284814238548 19.911820247769356 99.564920350909233 151.86150088906288 26.488330319523811 191.85758471488953 201.10832130908966 64.210307240486145 19.408608332276344 36.599566280841827 16.4493118673563 58.447810128331184 39.729017108678818 35.948601603507996 23.431677937507629 15.491555958986281 16.888080030679703 387.27559238672256 leaf_count=1041 288 597 451 62 521 202 476 574 533 550 161 227 81 83 412 623 107 782 806 257 81 151 66 234 160 144 97 62 68 1623 internal_value=6.89157e-06 -0.0116736 0.0337168 -0.0200914 -0.0151831 0.000871131 -0.0180505 -0.0306349 -0.00733491 0.00492018 0.0106953 -0.00103941 0.0243594 -0.0155566 -0.0164455 -0.0062616 -0.00226062 0.0465352 0.0273469 0.0207915 -0.0216342 -0.00897493 0.0134157 0.0289816 0.0141262 0.0208083 0.000742165 0.0140377 0.00872168 -0.0193736 internal_weight=2794.88 2075.66 719.219 1242.16 847.587 833.504 693.671 394.569 275.388 558.117 283.444 274.672 415.735 582.123 566.784 201.777 153.915 303.484 343.977 142.868 154.825 159.596 72.8958 78.6581 244.241 108.057 60.0312 72.1087 56.6171 407.187 internal_count=11520 8621 2899 5228 3532 3393 2904 1696 1130 2263 1145 1118 1666 2428 2366 825 628 1233 1378 572 655 660 293 315 984 434 248 290 228 1706 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=0 5 0 13 18 7 6 0 24 11 15 5 22 20 15 17 24 19 1 18 14 14 7 19 17 14 20 8 24 21 split_gain=1233.35 201.631 128.787 49.8913 41.5757 39.1452 22.1692 19.9065 18.3363 17.0981 16.3701 13.1108 12.4695 14.2418 12.432 11.6915 16.21 10.9101 10.6062 10.4018 11.6513 9.5475 9.28378 8.70947 11.0643 10.9794 9.37243 8.70723 10.4668 8.32748 threshold=47.500000000000007 12.833333492279055 69.500000000000014 2.8452380895614628 396.52758789062506 32.348484039306648 2.0408329963684086 88.500000000000014 0.082849748432636275 -8.4999999999999982 0.31339286267757421 49.166666030883796 19872.702148437504 469.65472412109381 0.98958334326744091 16710.623046875004 0.082849748432636275 13308.799316406252 30.500000000000004 21677.446289062504 5.65785837173462 24.259407043457035 33.854166030883796 13909.622558593752 88509.015625000015 1.6151115298271181 619.70678710937511 8.585576534271242 1.9291923046112063 16108.207519531252 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 8 5 10 12 -7 -4 11 -6 -1 -2 13 -3 19 22 -17 -8 -18 20 -11 -13 -5 26 25 29 -15 -14 -29 -25 right_child=2 3 7 15 9 6 17 -9 -10 14 -12 21 27 23 -16 16 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.034738062745958233 -0.0055532283109478806 -0.019633428933471458 0.036289305446093094 -0.0095730426913141799 0.015569035419049353 -0.003266188607556569 0.033417093511733977 0.049617438253451551 0.026132391155814106 -0.023494738768696104 -0.020325928919653232 0.014306954706598094 -0.027901104278813642 0.0062911143663594406 -0.014378827376967922 0.033278429399548531 0.0045527278427941863 0.0072218547930443366 0.027163482224395952 -0.03679700914010671 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-0.0232782 -0.00801849 0.00170496 0.0431656 0.019299 -0.017864 -0.0309975 0.0134111 -0.0127098 -0.0103215 -0.0187387 0.00641192 0.010841 0.0176727 0.00745529 -0.0237431 -0.0207394 0.0162352 -0.00152973 -0.00697979 -0.00299574 0.000869203 -0.0134705 -0.0217294 -0.0100876 -0.0125158 internal_weight=2780.79 1966.79 813.995 1071.48 895.31 772.331 251.357 403.83 410.165 526.225 369.085 220.325 520.973 411.905 512.809 299.152 192.047 59.6753 166.868 238.755 194.093 191.768 107.104 303.124 187.831 146.541 115.293 109.068 37.7878 40.0723 internal_count=11499 8210 3289 4387 3823 3177 1020 1644 1645 2215 1608 884 2157 1705 2161 1210 774 241 673 1018 824 769 436 1250 773 602 477 452 155 166 is_linear=0 shrinkage=0.03 Tree=11 num_leaves=31 num_cat=0 split_feature=0 5 0 13 18 5 12 24 11 15 11 5 2 2 26 15 2 7 0 18 5 18 14 0 21 22 21 10 23 12 split_gain=1164.41 191.809 123.597 47.0129 40.0975 37.2136 27.2809 22.4336 16.1669 15.8829 14.5961 12.8828 12.8683 16.194 13.0231 11.9115 11.6721 14.4265 11.4508 11.225 10.9304 10.0457 11.0915 9.96794 11.7488 11.9797 12.176 9.45026 8.99963 8.95675 threshold=47.500000000000007 12.833333492279055 75.500000000000014 2.8452380895614628 396.52758789062506 25.416666984558109 1.6297879815101626 0.066202685236930861 -8.4999999999999982 0.31339286267757421 -6.1666667461395255 49.166666030883796 94004.078125000015 16220.449707031252 1.7198771834373476 0.98958334326744091 12344.549316406252 26.4226188659668 88.500000000000014 2415.838012695313 34.833333969116218 21677.446289062504 5.65785837173462 60.500000000000007 3179.453247070313 6190.9157714843759 55042.445312500007 15.442201614379885 5.8343331813812265 1.8660253882408144 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 7 5 9 12 20 11 -6 -1 -8 -2 13 -3 -15 21 27 -18 -4 -13 -7 22 -10 24 -9 -26 -27 29 -14 -5 right_child=2 3 18 16 8 6 10 23 15 -11 -12 19 28 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.034060529264617258 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118.12012787163258 90.87201988697052 206.58446709811687 13.216276347637175 133.51097212731838 44.1891058832407 23.909450054168701 144.18769912421703 58.589152812957764 28.943657591938972 13.698675930500029 15.566495716571806 23.535047963261604 20.814008265733719 leaf_count=1200 108 704 537 220 54 448 61 104 725 408 599 647 293 292 139 1143 477 365 855 53 542 194 99 579 235 116 55 63 99 85 internal_value=8.05087e-05 -0.0124323 0.0303014 -0.00387513 -0.0227256 -0.00779192 -0.00150384 0.0203911 -0.0174047 -0.0303489 0.00802057 0.0128048 -0.0147001 -0.0114179 -0.00217133 -0.0182594 0.00621903 0.0101115 0.0441336 0.015778 -0.00789073 -0.0231769 -0.0202239 0.0260206 0.0198989 0.0245159 0.012419 -0.00280177 -0.0243045 -0.0072376 internal_weight=2771.32 1959.86 811.467 1070.18 889.672 771.011 403.621 472.756 523.954 365.718 162.016 201.379 367.39 273.816 105.06 510.524 299.172 208.992 338.711 174.575 241.605 237.276 193.087 271.377 127.189 101.231 42.6423 90.18 93.5738 74.6135 internal_count=11499 8210 3289 4387 3823 3177 1650 1897 2215 1608 660 808 1527 1135 431 2161 1210 842 1392 700 990 1018 824 1089 510 406 171 368 392 305 is_linear=0 shrinkage=0.03 Tree=12 num_leaves=31 num_cat=0 split_feature=0 23 0 13 18 24 11 0 13 0 17 15 7 15 22 8 7 16 18 24 10 15 10 16 28 22 18 13 27 0 split_gain=1099.91 154.279 152.514 44.3145 41.6669 23.2033 19.3961 19.1073 16.1452 15.6428 15.1455 13.6699 13.5328 13.0526 10.5429 13.2095 10.1402 10.66 9.9926 9.91961 11.5374 8.98843 8.85556 11.9123 8.61948 8.49875 8.39902 7.96239 8.69106 7.86473 threshold=43.500000000000007 6.7014999389648446 69.500000000000014 2.8452380895614628 396.52758789062506 0.047461789101362235 -6.1666667461395255 88.500000000000014 -1.0000000180025095e-35 33.500000000000007 15066.079589843752 -9.7499999999999982 27.4226188659668 2.1132478713989262 19401.577148437504 8.585576534271242 48.041666030883796 14.500308036804201 473.67968750000006 9.4163069725036639 6.4856715202331552 1.7700320482254031 9.1494073867797869 5.0382845401763925 0.16872002929449084 25507.562500000004 396.81585693359381 0.31666667759418493 1.7053124904632571 55.500000000000007 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 3 5 6 8 16 -1 -4 25 14 -5 -6 -12 19 18 -16 -2 -18 21 20 -13 -8 23 24 -20 -3 27 -11 -29 -7 right_child=2 4 7 10 11 29 9 -9 -10 26 12 13 -14 -15 15 -17 17 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.022511216270912779 -0.00068522764131744105 -0.039578564639458323 0.034402939729492044 -0.0046534977627687192 0.013649940626067267 0.0160748108307734 -0.012753176633215749 0.047542433483339426 -0.024450565000696638 -0.015305795822657403 0.0044759494717808348 -0.018599790769335264 0.021473657581756758 -0.0062794277458075127 -0.027399270039192406 -0.00027158469964154723 0.0097982513135812781 0.036345460267635979 -0.030788390533349339 -0.027984827477163309 0.00023428517316646119 -0.039136403757852115 -0.028672035057471557 0.012257970015476001 -0.0044662032976733124 -0.014129643377197706 0.0056766812761183645 -0.016101566445653328 0.012997023355839809 0.025561797529208806 leaf_weight=17.749945148825645 74.719715848565102 131.13344271481037 194.06177406013012 78.749953910708427 13.19629146158695 145.02741837501526 195.64052107930183 204.6418337225914 227.27643954753876 52.672561779618263 107.09785316884518 352.02636927366257 69.517893299460411 83.217366352677345 70.919401213526726 20.920358017086983 94.293194353580475 15.91018186509609 12.464565590023993 92.345556169748306 31.927641898393631 12.355701148509977 12.690074220299719 37.105389833450317 110.05099846422672 12.979190066456793 78.863998055458069 14.489050567150114 25.489032760262489 171.81653016805649 leaf_count=72 301 593 789 322 53 583 818 855 996 215 432 1495 279 343 298 86 378 64 52 402 132 51 52 152 457 57 319 59 104 690 internal_value=7.79951e-05 -0.0130929 0.0272965 -0.00432706 -0.021605 0.0162908 -0.0084254 0.041147 -0.0294314 -0.00927852 0.00628787 -0.0165298 0.0111664 -0.0172416 -0.0120973 -0.0212198 0.00784635 0.0136309 -0.00989432 -0.0191569 -0.0170336 -0.0143204 -0.00455158 -0.00263397 -0.00714419 -0.0372866 -0.00151896 -0.00764388 0.00245097 0.0212194 internal_weight=2761.35 1860.88 900.471 916.777 944.102 501.767 661.412 398.704 371.389 643.662 255.366 572.713 176.616 559.517 472.147 91.8398 184.923 110.203 380.307 476.3 383.954 207.996 172.311 159.621 122.516 144.113 171.515 92.6506 39.9781 316.844 internal_count=11499 7839 3660 3768 4071 2016 2735 1644 1646 2663 1033 2425 711 2372 1966 384 743 442 1582 2029 1627 869 713 661 509 650 697 378 163 1273 is_linear=0 shrinkage=0.03 Tree=13 num_leaves=31 num_cat=0 split_feature=0 5 0 15 18 5 6 24 15 11 2 7 18 15 0 9 10 2 5 9 18 14 5 0 21 22 17 23 28 19 split_gain=1039.43 173.803 114.938 40.7697 37.3784 34.8287 25.655 20.2208 15.3577 14.5506 14.1462 14.4983 11.937 11.311 10.992 10.8187 11.6664 10.7815 14.4877 10.0581 9.5399 10.3512 9.33745 9.03823 11.0298 11.3214 13.2473 8.95259 8.7805 8.39671 threshold=47.500000000000007 12.833333492279055 75.500000000000014 2.2343137264251713 396.52758789062506 25.416666984558109 2.2153606414794926 0.066202685236930861 0.31339286267757421 -8.4999999999999982 12344.549316406252 27.041666984558109 1618.6322021484377 0.98958334326744091 88.500000000000014 30.319293022155765 5.9515972137451181 94004.078125000015 13.833333492279055 13.510416507720949 21677.446289062504 5.65785837173462 49.166666030883796 60.500000000000007 3179.453247070313 4653.8664550781259 30640.223632812504 5.8343331813812265 4.5503673553466806 14113.995117187502 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 7 5 8 17 -7 12 -1 -6 -5 -12 22 20 -4 -8 -17 18 -3 -20 21 -11 -2 24 -9 -26 -27 -19 -10 -21 right_child=2 3 14 10 9 6 15 23 28 13 11 -13 -14 -15 -16 16 -18 27 19 29 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.03282104540474317 -0.0029414868878944282 0.0060181215069508628 0.03544673990859145 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43.325631126761436 23.854007363319397 153.35356703400612 143.58509232103825 54.216645479202271 21.697130367159843 25.123103260993958 23.445807263255119 80.297129675745964 65.081018939614296 leaf_count=1200 94 154 537 399 54 1290 89 104 59 725 572 361 99 1143 855 99 114 291 206 444 194 99 615 579 218 87 101 100 349 268 internal_value=7.56117e-05 -0.0117874 0.0287396 -0.00365511 -0.0216727 -0.00756904 -0.0013913 0.019214 -0.0291185 -0.0165283 0.00512662 0.00916323 0.0120154 -0.0173469 0.0422249 0.0144267 0.0217613 -0.0144403 -0.0112806 -0.0142122 -0.0221734 -0.0192925 0.0147457 0.0245709 0.0187408 0.0232223 0.0124159 -0.0232247 -0.0187156 -0.0107857 internal_weight=2751.08 1945.79 805.296 1067.55 878.24 738.433 388.84 471.936 358.854 519.386 329.113 231.573 201.354 505.938 333.36 74.5809 52.817 349.593 257.111 219.852 234.474 191.149 176.671 270.582 126.997 101.037 46.8202 92.482 94.1957 171.071 internal_count=11499 8210 3289 4387 3823 3055 1592 1897 1608 2215 1332 933 808 2161 1392 302 213 1463 1072 918 1018 824 709 1089 510 406 188 391 408 712 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 17 9 24 14 0 11 23 5 16 15 15 2 22 10 27 13 14 27 14 26 22 2 9 13 14 split_gain=983.506 140.674 140.183 51.9376 38.5595 35.6821 28.3294 21.0456 18.8531 18.543 18.2796 16.3122 14.5264 13.8568 13.425 11.457 10.9328 10.3244 9.80592 13.3333 9.63198 9.39046 8.5606 10.4641 8.45932 7.65458 7.34768 7.13453 7.56892 10.0645 threshold=43.500000000000007 96066.679687500015 69.500000000000014 12.979166507720949 2.0313625335693364 15066.079589843752 43.107639312744148 0.047461789101362235 1.2334740161895754 88.500000000000014 -9.1666665077209455 20.639166831970218 49.166666030883796 17.082242012023929 2.9302884340286259 0.95553359389305126 58123.742187500007 1272.3140258789065 11.323723793029787 4.0066041946411142 -1.0000000180025095e-35 2.2573111057281499 2.1243437528610234 8.87121629714966 0.027749378234148029 27354.978515625004 2534.7653808593755 78.170288085937514 9.5357141494750994 1.5469896793365481 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 3 7 15 10 6 18 12 17 27 -3 13 -2 22 -12 16 -1 -7 19 -5 -6 -17 -10 -24 -14 -20 -9 28 29 -4 right_child=2 4 9 5 20 8 -8 26 11 -11 14 -13 24 -15 -16 21 -18 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.025051610705189631 -0.0048266284600814472 0.019675191368053284 0.01427537883781034 -0.007607972162613409 -0.035436461846652272 0.007145999674031206 0.033761271617248005 0.0017209858106200936 0.014159629502556578 0.045721006527599604 -0.018737789920174223 -0.024416004101417803 0.03456254093090113 0.026439403069801252 0.0035644664154401116 -0.03236236341155526 -0.007363109495713175 -0.026018720979435604 0.012671417562771533 -0.020714441506561057 -0.025374011339074427 -0.005273021330042457 0.0064772192847782619 -0.0077553440055704798 0.010316858055039057 -0.015745167138532863 0.021230773644926024 0.042291630104554362 0.013848583102808912 0.036620240521316794 leaf_weight=141.16143411397934 59.692582532763481 12.453522786498068 22.433929324150085 230.8717976808548 151.16265860199928 12.351959556341169 13.894006729125975 18.449828907847404 82.91583576798439 200.28352321684361 363.49545593559742 14.925540491938589 14.670271590352057 32.005602672696114 26.031463131308556 13.165958300232885 40.461973547935486 26.729468211531639 28.204994812607765 100.16417460143566 197.44145007431507 91.944412082433701 193.80155166983604 61.165571063756943 110.52186393737793 12.23100124299526 297.81113059818745 51.034088954329491 23.983970239758492 94.820727840065956 leaf_count=612 241 50 91 956 694 51 56 74 334 855 1558 63 59 129 108 56 175 111 115 419 881 384 789 248 443 50 1199 212 98 388 internal_value=7.33816e-05 -0.0124299 0.0259079 -0.00557757 -0.0224356 -0.00169022 -0.00829708 0.0153921 0.00431611 0.0393325 -0.0161035 0.00633236 0.00735143 0.0075731 -0.0172474 -0.016549 -0.021111 -0.0155368 -0.00987017 -0.0115737 -0.0297373 -0.00866619 0.00578601 0.00306289 0.013158 0.00407602 0.0200926 0.0326779 0.0292042 0.0323451 internal_weight=2740.28 1846.58 893.702 1096 750.585 809.262 385.366 501.146 423.896 392.556 401.98 384.814 184.885 369.889 389.527 286.734 181.623 39.0814 371.472 331.036 348.604 105.11 337.883 254.967 125.192 40.436 316.261 192.273 141.239 117.255 internal_count=11499 7839 3660 4548 3291 3321 1596 2016 1725 1644 1716 1563 743 1500 1666 1227 787 162 1540 1375 1575 440 1371 1037 502 165 1273 789 577 479 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 17 0 15 9 11 11 9 6 18 18 20 8 23 1 16 21 13 16 9 26 15 28 16 9 13 split_gain=893.342 154.102 133.968 45.1134 41.0759 33.6109 22.0938 19.1944 18.5188 17.377 14.3183 12.0127 11.2467 14.1154 10.2802 10.3201 9.47167 9.12953 8.95438 11.2689 8.91304 11.6579 8.6801 8.84325 8.58515 8.47749 8.06712 7.83145 8.72649 7.76398 threshold=43.500000000000007 98141.367187500015 75.500000000000014 12.979166507720949 0.70197415351867687 15066.079589843752 53.500000000000007 0.43933823704719549 43.107639312744148 10.166666507720949 -9.833333492279051 78.170288085937514 16.482301712036136 26044.734375000004 123.80062484741212 305.35832214355474 0.56253641843795787 2.1930000782012944 1.5000000000000002 8.7094564437866229 44295.632812500007 0.64583334326744091 4.7562885284423837 32.341665267944343 2.8905488252639775 3.0161290168762211 7.0322167873382577 3.509688258171082 40.806249618530281 1.0416666865348818 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 3 6 20 10 8 14 16 18 12 -3 27 13 -7 -2 -16 -6 -11 19 -5 21 -1 -8 -24 -9 -21 -22 -4 -29 -17 right_child=2 4 11 5 7 9 22 24 -10 17 -12 -13 -14 -15 15 29 -18 -19 -20 25 26 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.028144656650171764 -0.00083426957586891874 0.018326398428982909 0.010357731543103486 -0.014252837421973094 -0.015298977883553801 0.0020747249143030114 0.015739992375284756 0.0056930374234812212 0.025740489857349946 0.030192203177142142 -0.015420384293427373 0.044803261423842985 0.028956577175248851 -0.026519736431818684 0.033338174910178084 0.0033888202293295686 -0.03324149649016811 0.0098817639254223811 -0.00055017386482849174 0.0089986336711912335 0.00039269835424678601 -0.0089834195828621729 0.0072785460340659899 0.027808929877707219 -0.019922271523391287 -0.016385595276556392 -0.014368594214560102 0.012146101251834886 0.038370206435300695 0.017130058185787785 leaf_weight=75.718867808580399 67.293238773941994 11.7398095279932 12.389902815222738 225.99965019524097 29.016848146915436 312.03838416934013 151.45148247480392 14.224463254213331 14.666658431291578 29.601108536124229 312.97594657540321 199.3092268705368 13.138861164450644 16.351394400000572 19.880744054913521 73.387918248772621 302.75725977122784 60.89179316163063 92.860740229487419 37.259828045964241 46.425778821110725 45.899783581495285 21.35492031276226 163.09489813446999 68.407409131526947 17.356585115194321 118.03936669230461 12.8488472700119 102.72453175485134 74.647867947816849 leaf_count=332 271 47 51 945 133 1272 610 60 59 119 1337 856 53 69 80 295 1388 245 383 153 197 194 86 659 299 71 506 54 432 300 internal_value=0.000360148 -0.0115838 0.0248942 -0.00449754 -0.0221898 -0.000919513 0.0161244 -0.0284501 -0.0073267 0.00483693 -0.0142003 0.0401979 0.00173987 0.000650931 0.00907304 0.0130434 -0.0316723 0.0165255 -0.00862526 -0.0112975 -0.0147553 -0.0209131 0.0210621 0.025432 -0.0155128 0.000931763 -0.0102017 0.0330248 0.0354547 0.0103179 internal_weight=2743.75 1845.37 898.384 1106.25 739.122 820.165 571.111 414.406 388.143 432.022 324.716 327.273 341.529 328.39 235.21 167.917 331.774 90.4929 373.477 280.616 286.084 121.619 335.901 184.45 82.6319 54.6164 164.465 127.963 115.573 148.036 internal_count=11556 7862 3694 4598 3264 3369 2301 1880 1611 1758 1384 1393 1394 1341 946 675 1521 364 1552 1169 1229 526 1355 745 359 224 703 537 486 595 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=0 5 0 18 0 16 15 15 11 1 28 21 1 10 26 2 2 26 9 15 8 23 8 2 2 11 15 18 19 20 split_gain=844.859 203.164 73.0226 42.4619 40.5502 21.6876 15.6729 14.245 11.8686 14.4305 11.6622 11.6283 11.6117 10.4481 14.9427 19.9525 10.8808 10.1157 10.0721 9.20376 8.84439 8.70253 7.83461 7.63298 7.55091 9.43571 13.4571 24.7951 7.37173 10.2562 threshold=52.500000000000007 12.833333492279055 77.500000000000014 396.52758789062506 35.500000000000007 3.6482127904891972 0.43933823704719549 1.7182539701461794 -8.4999999999999982 -3.4999999999999996 4.7978205680847177 58784.091796875007 -1.4999999999999998 16.405498504638675 1.3981500267982485 16394.458007812504 70222.648437500015 0.10288248211145402 40.806249618530281 -0.19756097346544263 5.65785837173462 7.5858333110809335 0.56253641843795787 94004.078125000015 63463.333984375007 13.833333492279055 1.1286187171936037 1296.0806274414065 5661.7683105468759 1284.8969726562502 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 3 11 6 5 19 22 12 -5 -10 -8 -2 -6 14 15 -7 20 -17 -4 -3 -16 -20 -1 24 25 26 -19 -28 -9 -30 right_child=2 4 18 8 7 13 10 28 9 -11 -12 -13 -14 -15 16 17 -18 23 21 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.017363547947837808 0.01864134543281578 -0.028726720633454394 0.011238561174262205 0.013438247025630975 0.018303850286243588 -0.0094001766068121349 0.0097894480353703812 0.0033865329482684879 -0.038388044976544904 -0.014497942425349367 -0.021665155254614831 0.034851337509586383 -0.00038739216743284148 0.016328278048905825 -0.026611990285306662 0.031358698197728817 -0.03063873937899866 0.015751426018851031 0.034282188570447285 -0.010440097554634143 -0.0036622018157194303 0.045156946101535908 -0.033514175879645537 -0.0089028726835036209 0.021004242114186441 0.015186041954592699 -0.030531302475176571 0.00604284248410777 0.029002218535370959 0.010206554703084524 leaf_weight=30.373279795050621 341.05598975718021 27.676627606153488 10.386639818549154 12.959513634443281 34.267405182123184 117.91627158224583 12.910887494683264 46.579124391078949 23.899519085884094 475.3809759914875 59.489705353975296 45.094516113400459 235.41734766960144 27.299728855490685 18.137397781014442 13.191722020506857 21.962531954050064 29.671153128147125 102.53972806036472 235.93479552865028 90.635772675275803 187.02818880975246 245.74520586431026 33.263542160391808 28.159391090273857 46.558554232120514 27.523564293980598 42.353825554251671 43.219448894262314 66.07243238389492 leaf_count=140 1377 118 44 52 138 491 55 188 109 2052 263 185 953 111 76 53 94 121 432 999 374 818 1150 140 114 187 111 171 174 266 internal_value=0.000350579 -0.00930761 0.0291602 -0.0204019 -0.00125464 -0.00540509 -0.0284799 0.00616042 -0.0149058 -0.0156415 -0.016056 0.0205343 0.0019876 -0.00171374 -0.0027631 0.000562776 -0.0113779 0.00588529 0.0402649 -0.01236 -0.00748897 0.0413061 -0.0317376 0.00426606 0.00677971 0.0040382 -0.00117561 -0.00836312 0.0133801 0.0176393 internal_weight=2732.7 2046.6 686.105 860.759 1185.84 760.285 348.519 425.556 512.24 499.28 72.4006 386.151 269.685 496.673 469.374 338.638 130.736 220.722 299.955 263.611 108.773 289.568 276.118 207.53 174.266 146.107 99.5485 69.8774 155.871 109.292 internal_count=11556 8700 2856 3821 4879 3160 1608 1719 2213 2161 318 1562 1091 2043 1932 1388 544 897 1294 1117 450 1250 1290 844 704 590 403 282 628 440 is_linear=0 shrinkage=0.03 Tree=17 num_leaves=31 num_cat=0 split_feature=0 5 0 15 0 16 15 15 19 12 14 1 9 22 17 26 10 26 19 9 19 9 15 23 25 8 9 10 27 19 split_gain=799.481 193.141 71.1623 38.4943 38.1938 20.4937 16.0326 13.4073 12.2933 15.428 11.1631 10.9171 10.795 10.3213 9.90107 15.2204 12.3047 11.4249 11.4139 9.73983 9.52178 9.3558 8.77755 8.64736 8.20553 7.56066 7.30793 9.14949 7.23156 10.551 threshold=52.500000000000007 12.833333492279055 77.500000000000014 0.98958334326744091 35.500000000000007 3.6482127904891972 -9.7499999999999982 1.7182539701461794 92902.718750000015 2.7370891571044926 3.4089891910552983 -1.4999999999999998 51.035715103149421 4406.2033691406259 16247.469726562502 1.3981500267982485 13.942095756530763 0.10288248211145402 56213.035156250007 40.806249618530281 46467.355468750007 11.548611164093019 -0.19756097346544263 7.5858333110809335 25.820224761962894 0.56253641843795787 22.881944656372074 7.2294368743896493 1.3133026361465456 3385.223999023438 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 3 10 6 5 22 -1 11 9 20 28 -6 13 -12 16 17 -7 -16 -17 -4 21 -8 -3 -21 -22 -10 -13 -28 -2 -30 right_child=2 4 19 -5 7 14 8 -9 25 -11 12 26 -14 -15 15 18 -18 -19 -20 23 24 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.0059974157874999332 0.0055174850091547619 -0.028070278434930724 0.01093055301977254 -0.011457843425307031 0.017742433850040228 -0.0099845470884314096 -0.028725727279234354 0.012980694671357882 -0.015470480397449412 -0.032740970287544469 0.033912497730705309 -0.019498905189223169 0.03255907562548277 0.011036754034699349 0.032109933544430605 0.0019323934930763442 0.016517959082936455 0.0040587885894081219 -0.018629785736228994 0.033519545889425108 0.0077928440414402611 -0.0062807535096823571 -0.010151900681578034 0.044413595349124688 -0.014030241942688693 -0.030717918758794292 -0.0024070976757288253 0.011866617477111395 0.033785432729357974 0.014475289291174752 leaf_weight=14.882579520344732 51.794489979743958 27.477186143398285 10.359360933303831 308.54113176465034 34.290786430239677 159.2717409580946 53.804992273449898 155.84875467419624 32.512699842453003 59.263499513268471 25.163128361105919 16.708803743124008 92.665375724434853 60.264763161540031 13.94210924208164 48.283051133155823 17.498861238360405 208.30340042710304 48.906006306409836 101.73870873451233 23.823941230773926 24.246066108345985 235.36243869364262 184.4920559078455 44.416696012020111 293.37873619794846 165.1913498789072 53.509112685918808 32.088068246841431 123.40224531292915 leaf_count=61 208 118 44 1320 138 666 240 628 150 270 102 68 379 244 56 198 71 847 205 432 105 104 999 818 198 1373 669 216 129 500 internal_value=0.000341333 -0.00906133 0.0284605 -0.0199289 -0.00121863 -0.00525206 -0.024713 0.00597573 -0.025573 -0.0198279 0.0199589 0.00192784 0.0254674 0.0177749 -0.00166439 0.00148805 -0.00736101 0.00581852 -0.0084146 0.0395071 -0.0145968 -0.0217533 -0.0120251 0.0405414 -0.00641144 -0.0291968 -0.000375784 0.00108523 0.0152262 0.0184603 internal_weight=2721.43 2039.46 681.968 854.87 1184.59 759.045 546.329 425.549 531.447 205.555 385.378 269.7 178.093 85.4279 496.205 319.435 176.771 222.246 97.1891 296.59 146.292 78.0511 262.84 286.231 68.2406 325.891 235.409 218.7 207.285 155.49 internal_count=11556 8700 2856 3821 4879 3160 2501 1719 2440 917 1562 1091 725 346 2043 1306 737 903 403 1294 647 344 1117 1250 303 1523 953 885 837 629 is_linear=0 shrinkage=0.03 Tree=18 num_leaves=31 num_cat=0 split_feature=0 5 0 20 0 2 17 13 13 2 11 11 8 21 1 9 11 15 28 0 5 7 1 23 22 23 17 1 2 11 split_gain=756.752 183.629 69.4059 37.9598 35.9697 19.4119 25.2049 16.1595 12.8364 14.5701 11.4535 16.462 11.1444 11.0789 10.3464 9.43217 9.42764 9.29445 9.0839 8.63043 8.58225 8.35839 7.46607 7.34595 7.26825 6.97632 6.86251 10.6318 7.03186 6.57197 threshold=52.500000000000007 12.833333492279055 77.500000000000014 1155.9315185546877 35.500000000000007 98141.367187500015 15455.573730468752 -1.0000000180025095e-35 7.7638888359069833 4366.3879394531259 -8.833333492279051 -0.83333334326744068 9.3539404869079608 58784.091796875007 -4.4999999999999991 40.806249618530281 10.166666507720949 0.021286232396960262 2.8689359426498418 88.500000000000014 15.416666507720949 27.690475463867191 1.5000000000000002 5.2681665420532235 19401.577148437504 3.5529999732971196 83430.757812500015 1.5000000000000002 72671.441406250015 0.83333334326744091 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 3 13 7 5 6 12 -1 14 -10 -5 -12 22 -2 -6 -4 26 -9 -19 24 -7 -14 25 -22 -17 -3 27 28 -8 -24 right_child=2 4 15 10 8 20 16 17 9 -11 11 -13 21 -15 -16 19 -18 18 -20 -21 23 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.036803247846278447 0.017559022536901999 -0.009081219320383787 0.010630821372414228 0.011941227097200045 0.030285968208140574 -0.031051583051315858 0.0029909412552229409 -0.031166388557586217 0.0013111921092235901 0.028487111503147616 -0.027834367235192375 -0.013030578450315484 -0.0054616201396903048 0.033453307187883967 0.0024382483346298083 0.036019539973000295 0.012541990952256617 0.0028543240333353177 -0.020865789268075887 0.043583876571502166 -0.015267871570171156 0.025846234996493578 0.015218582122122237 0.0087025497528773511 0.013100422144411523 -0.019936255932038387 0.019616394065982232 -0.01606405626205221 -0.020720023378592266 -0.0074000838334208428 leaf_weight=112.91739565134048 339.85239934921265 129.07332488894463 10.332310929894446 14.260630324482916 12.447192966938017 26.936406791210175 189.84826749563217 73.53840146958828 30.311789944767952 42.863776698708534 79.919135898351669 438.75392837822437 18.01997342705727 44.655015647411346 339.93985982239246 81.754722252488136 70.678156092762947 16.67614620923996 112.93397954106331 186.3301364928484 80.54632031917572 13.368063256144522 15.406610101461409 13.424070596694945 14.690822720527647 90.74890998005867 15.315018072724341 36.234174683690071 11.966314703226088 46.320474877953529 leaf_count=552 1377 546 44 58 50 118 775 349 122 173 364 1911 75 185 1374 349 284 72 515 838 343 54 65 57 63 388 63 149 50 193 internal_value=0.000332414 -0.00882115 0.0277877 -0.0194675 -0.00118348 -0.00510265 -0.00301087 -0.0277047 0.00579619 0.0172299 -0.0145824 -0.0153116 -0.00908345 0.0194049 0.0034219 0.0387845 0.0028536 -0.0226474 -0.0178139 0.0398132 -0.0161229 0.00787229 -0.0109737 -0.0118436 0.0325284 -0.0135625 0.00015093 -0.00110139 0.00158503 -0.00175464 internal_weight=2710.06 2032.45 677.615 849 1183.45 757.886 636.979 316.066 425.563 73.1756 532.934 518.673 312.937 384.507 352.387 293.108 324.042 203.149 129.61 282.776 120.907 31.388 281.549 93.9704 96.4455 219.822 253.364 238.049 201.815 61.7271 internal_count=11556 8700 2856 3821 4879 3160 2642 1488 1719 295 2333 2275 1321 1562 1424 1294 1321 936 587 1250 518 129 1192 400 412 934 1037 974 825 258 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=0 split_feature=0 2 0 24 14 7 17 2 15 0 11 5 0 12 22 14 13 22 26 10 18 20 11 16 18 6 10 2 1 21 split_gain=716.753 128.635 117.086 36.559 35.9252 31.9573 19.4297 17.9508 17.7151 17.2565 11.8354 11.7513 11.6535 11.1973 10.0855 9.61011 14.6536 13.6858 9.58772 10.6847 9.20101 9.64443 8.7746 10.674 8.63639 8.60451 8.54959 8.21344 8.04811 7.64325 threshold=43.500000000000007 98141.367187500015 75.500000000000014 0.70197415351867687 2.2573111057281499 27.4226188659668 6492.9985351562509 30716.134765625004 0.43933823704719549 53.500000000000007 -9.833333492279051 10.416666507720949 88.500000000000014 14.183322429656984 19401.577148437504 3.4089891910552983 1.7638888955116274 2604.156127929688 0.064250186085701003 0.87160980701446544 123.80062484741212 305.35832214355474 0.58333334326744091 7.0723671913146982 819.27056884765636 0.85355338454246532 14.99074172973633 5726.4526367187509 1.5000000000000002 3406.4633789062505 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 9 10 18 7 22 24 -5 20 -3 -9 14 -8 -4 -11 -17 -18 19 -1 -2 -22 23 -7 -6 -20 -26 -19 -24 -23 right_child=2 3 12 8 5 6 13 11 -10 15 -12 -13 -14 -15 -16 16 17 27 25 -21 21 29 28 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.01339379156744429 -0.0011904371540156521 0.016787480476556996 0.033841749505403633 -0.029577663517872992 -0.0046929277146784548 -0.0091141795595048019 0.011414994965355092 -0.0088668871321276703 -0.013856882233981344 0.014121429298922673 -0.01389101703567887 0.005897833252156052 0.041930218231708366 0.032543486296314025 0.010536432183008706 0.037439577342794281 0.031806507455189419 -0.0060300036625491405 -0.018344806049747388 0.017863170072203775 0.031567887625639328 -0.0079638152831853406 -0.026316565120800418 0.02232581459243561 -0.018575716797869724 -0.0084542979328155327 0.0038909203893788074 0.016889831648736021 -0.0014012300672453571 0.011996941574917808 leaf_weight=19.804570004343987 67.296338349580765 11.749348223209379 103.95840854942799 317.44846791028976 139.74469193816185 17.657224133610725 124.90235117077827 68.867735490202904 80.965568497776985 180.91034223139286 308.02664050459862 164.16099551320076 189.32602000236511 27.554839506745338 19.913257658481598 51.124386638402939 38.514357596635818 21.342407792806625 163.50663548707962 19.567487299442291 19.862925544381142 19.957039847970009 18.714399635791779 21.616256222128868 110.47978258132935 153.46979960799217 17.684642657637596 41.30546972155571 30.990082427859306 127.99088217318058 leaf_count=82 271 47 445 1521 587 73 504 298 359 732 1337 669 863 111 85 210 158 86 705 80 80 80 77 88 470 655 72 169 127 515 internal_value=0.000323756 -0.0104458 0.0225214 -0.020319 -0.00399205 -0.000233649 0.0087321 -0.00455484 -0.0263829 0.0144047 -0.0127638 0.00153437 0.0372494 0.0152337 0.0300953 0.0187959 0.024349 0.0177334 -0.0118218 0.00214058 0.0081813 0.0119396 -0.00240794 0.0081905 -0.00985126 -0.0135561 -0.0154757 0.00908167 -0.0107822 0.00930439 internal_weight=2698.41 1816.91 881.502 718.19 1098.72 742.373 241.435 500.938 398.414 568.304 319.776 233.029 313.198 152.457 123.872 333.197 152.287 101.162 356.348 39.3721 235.107 167.811 88.978 39.2735 267.909 316.976 128.164 62.6479 49.7045 147.948 internal_count=11556 7862 3694 3264 4598 3076 980 2096 1880 2301 1384 967 1393 615 530 1355 623 413 1522 162 946 675 365 161 1129 1360 542 255 204 595 is_linear=0 shrinkage=0.03 Tree=20 num_leaves=31 num_cat=0 split_feature=5 5 23 18 5 14 24 1 13 22 15 21 12 14 24 11 2 22 8 10 9 22 10 15 28 25 27 17 12 15 split_gain=680.897 146.122 70.0469 41.1606 37.658 17.5248 15.1017 14.3929 14.346 12.9104 11.9121 11.9055 11.8817 11.7106 10.4577 10.0022 9.89656 9.3052 8.60832 8.2242 7.77421 7.59918 12.9831 7.55449 7.35561 7.12201 10.7281 6.45933 8.23835 6.31049 threshold=49.166666030883796 12.833333492279055 5.3916666507720956 396.52758789062506 32.166666030883796 32.927240371704109 0.12339078262448312 13.500000000000002 -1.0000000180025095e-35 20124.336914062504 5.2928571701049814 8133.0190429687509 6.0552382469177255 5.65785837173462 7.4315552711486825 -1.0000000180025095e-35 15595.564941406252 768.33044433593761 0.56253641843795787 16.123714447021488 49.506097793579109 16016.482910156252 5.792644977569581 0.71651786565780651 2.8689359426498418 3.9021667242050175 6.0281023979187021 17842.556640625004 4.6723089218139657 0.55718955397605907 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 3 6 8 7 10 15 17 -1 27 -6 12 -8 -11 -15 20 -12 -3 -10 21 -2 25 -23 -13 -20 -19 -27 -5 -29 -22 right_child=2 4 -4 9 5 -7 11 -9 18 13 16 23 -14 14 -16 -17 -18 19 24 -21 29 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.03473298046399706 0.024542881919920195 -0.016479489146286108 0.040335342702855666 -0.031944550454521159 0.00077586097897189472 0.031999976798916405 0.010009306418065925 0.0036533618385368423 -0.0061872658917108293 -0.03260931120343942 0.0048951222597708498 0.039390908847329723 0.036057075728457309 0.012406382655836466 -0.020862353427300872 0.01816057949891969 0.024584824835035612 0.00016728094541328031 -0.0041162864633894364 0.011858150776083928 -0.0059319783649461871 -0.027219887184342251 -0.0072493263679256712 0.025118582447135638 -0.026068621886250372 -0.015077742655935223 -0.00012369317428470673 -0.011171258751324211 0.0083858340196454086 0.016027316150593721 leaf_weight=124.60349343717098 14.649184241890906 103.04019512236118 205.03723940253258 12.658340558409689 343.699815928936 20.143887579441071 67.153471112251282 107.36031992733479 27.400238677859306 52.284147724509239 57.702900514006615 51.191348716616631 20.594352811574936 11.958979114890097 29.431620180606842 175.25556443631649 38.173554360866547 142.36733198165894 14.986617013812063 20.904986083507538 42.706281512975693 41.777590543031693 98.081106156110764 95.91916199028492 164.78397053480148 103.49755577743053 74.081120952963829 382.61611895263195 20.419963628053665 16.263110548257828 leaf_count=624 59 444 944 56 1397 85 276 437 129 239 233 217 86 50 134 710 155 591 67 85 172 181 414 400 776 435 308 1671 89 66 internal_value=-7.16799e-05 -0.00896225 0.0256405 -0.0184663 -0.00201574 0.00463808 0.0194119 -0.00644179 -0.0266891 -0.0131104 0.0033842 0.0248684 0.0161227 -0.0231716 -0.01125 0.0142626 0.0127346 -0.00829844 -0.0218511 -0.00654484 0.00498318 -0.00738153 -0.0132148 0.0300851 -0.0242386 -0.00483162 -0.00883931 -0.0108431 -0.0101804 0.000124154 internal_weight=2680.74 1991.97 688.77 841.143 1150.83 459.72 483.732 691.11 331.774 509.369 439.576 234.858 87.7478 93.6747 41.3906 248.874 95.8765 583.75 207.171 480.71 73.6186 459.805 139.859 147.111 179.771 319.946 177.579 415.694 403.036 58.9694 internal_count=11530 8600 2930 3835 4765 1870 1986 2895 1596 2239 1785 979 362 423 184 1007 388 2458 972 2014 297 1929 595 617 843 1334 743 1816 1760 238 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=0 5 0 18 5 16 13 2 22 13 17 12 16 24 0 23 16 12 17 24 16 15 8 11 13 17 26 12 27 19 split_gain=658.784 136.885 66.6441 39.8418 34.6488 17.9084 14.1017 13.4717 12.3793 10.252 10.2954 10.3631 10.1204 10.4771 9.52709 8.67914 9.27032 10.2582 9.04669 8.29698 13.435 8.99755 8.26925 8.21472 8.14022 9.80543 9.91459 8.52352 7.85067 9.7183 threshold=51.500000000000007 12.833333492279055 84.500000000000014 396.52758789062506 32.166666030883796 3.9912915229797368 -1.0000000180025095e-35 5726.4526367187509 20124.336914062504 5.5357143878936776 15066.079589843752 3.0275251865386967 5.2005603313446054 7.0258672237396249 34.500000000000007 21.519833564758304 16.745480537414554 13.372740268707277 16247.469726562502 0.11903645470738412 5.7485544681549081 0.30860807001590734 0.56253641843795787 13.833333492279055 5.2613637447357187 41634.589843750007 0.56496277451515209 4.6723089218139657 1.3133026361465456 4390.4621582031259 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 3 7 6 5 -3 -1 28 -5 -6 11 -11 -10 -14 15 16 17 18 -7 20 -9 -21 -8 24 25 27 -27 -20 -2 -30 right_child=2 4 -4 8 9 14 22 19 12 10 -12 -13 13 -15 -16 -17 -18 -19 23 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.034234820387616723 0.00089920719995302415 -0.01293250802077559 0.039251360781487145 -0.010551134845445839 0.0018923140303027687 -0.0098928726479624914 -0.0060161831594378861 0.0056482310581523086 -0.03281717636551966 0.012642122638119407 0.023403567982201813 -0.015776863651184456 0.0082804803092843115 -0.022313736690198614 0.012471396869862797 -0.028953845990633689 0.014660037018012648 -0.022115252422289008 0.0043728815150453132 0.038152156859449747 0.027195421315141247 0.022981048024877469 -0.023737762776981558 0.01240682280488117 -0.014659107612815744 0.010856027306534632 -0.012218151333604245 0.032087525122647252 0.022132399820042462 0.0062219088592629862 leaf_weight=122.65373373031616 39.5316411703825 243.09627021849155 214.25412204861641 414.40795066952705 369.18484744429588 115.62908805906773 27.335042133927345 51.92076601088047 45.302900955080986 37.961720377206802 44.808712676167488 16.59725783765316 14.47794523835182 33.119023278355598 33.970975145697594 12.23127833008766 24.289955198764801 27.458726763725281 51.362222269177437 48.403562113642693 52.253873988986015 128.81255882978439 178.08376854658127 41.920632690191269 38.09866689145565 23.151840910315514 60.70154233276844 12.397904008626936 89.264641493558884 56.370582014322281 leaf_count=624 159 1049 1000 1816 1498 488 129 210 210 153 182 67 61 152 137 53 99 114 208 207 215 540 843 168 154 95 256 51 363 229 internal_value=-6.98626e-05 -0.0087914 0.0254005 -0.0180386 -0.00209073 -0.00639431 -0.0261856 0.0190399 -0.01277 0.00419454 0.0127481 0.00399685 -0.0226678 -0.0130077 -0.00279194 -0.00406517 -0.0032945 -0.0044709 -0.00305947 0.0231752 0.0164563 0.0271248 -0.0213796 0.000411649 -0.00229601 0.000894873 -0.00584739 0.00976188 0.0127556 0.015974 internal_weight=2669.05 1988.24 680.812 835.38 1152.86 684.309 328.073 466.558 507.308 468.553 99.3677 54.559 92.8999 47.597 441.213 407.242 395.011 370.721 343.262 281.391 104.175 177.216 205.419 227.633 185.712 147.614 83.8534 63.7601 185.167 145.635 internal_count=11530 8607 2923 3835 4772 2872 1596 1923 2239 1900 402 220 423 213 1823 1686 1633 1534 1420 1172 425 747 972 932 764 610 351 259 751 592 is_linear=0 shrinkage=0.03 Tree=22 num_leaves=31 num_cat=0 split_feature=0 5 0 18 5 16 13 2 22 14 13 14 24 0 6 19 18 7 5 8 24 27 19 16 2 22 12 16 14 27 split_gain=623.908 130.218 65.3382 38.563 32.6564 16.9456 13.8752 12.8723 11.874 11.0215 9.66519 9.62423 9.26864 8.96678 14.5079 12.3987 8.47664 8.2216 8.02746 7.94168 7.51874 7.41339 9.19341 9.44975 7.29248 6.8974 6.86649 6.5699 6.38071 8.64733 threshold=51.500000000000007 12.833333492279055 84.500000000000014 396.52758789062506 32.166666030883796 3.9912915229797368 -1.0000000180025095e-35 5726.4526367187509 20124.336914062504 6.4430556297302255 5.5357143878936776 1.954533636569977 9.618260860443117 34.500000000000007 1.0773502588272097 6304.4670410156259 589.34677124023449 27.4226188659668 60.833333969116218 0.56253641843795787 0.023960020393133167 1.3133026361465456 4390.4621582031259 13.660516738891603 15595.564941406252 3302.856323242188 53.871601104736335 4.8736474514007577 2.0036580562591557 2.8663749694824223 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 3 7 6 5 -3 -1 21 -5 -10 20 -9 -11 14 15 -7 27 -16 -18 -8 -6 -2 25 -24 -12 -23 -4 -13 -22 -30 right_child=2 4 26 8 10 13 19 11 9 12 24 16 -14 -15 17 -17 18 -19 -20 -21 28 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.033751947165620404 0.00087227401943350258 -0.012588804306655424 0.03990990304781316 -0.01026622366633804 0.024036342772068921 -0.022673947086037621 -0.0058495320957337605 0.012635051813724795 -0.030709620318441419 0.012192353363989498 0.006173728326010406 0.024452009712757471 -0.019878342798983952 0.012091941949893237 -0.016110625133159143 0.0017403368697920215 0.011615632463033437 0.0021999015967435541 0.027181747573856434 -0.02324495028163602 -0.0041246415069145686 0.025844410470003076 -0.0051476537654908498 0.019535193657970008 0.023034560953067447 0.0053812280879466864 0.015181691133951625 0.040515039342243361 0.0079155144316006999 -0.0052099301917104155 leaf_weight=120.7058127373457 39.52971638739109 242.25429613888264 200.39582490921021 413.15079122781754 13.236825957894323 20.199887558817863 27.271374717354774 66.599378794431686 54.961533188819885 11.958914190530775 62.716392308473587 45.245761901140213 25.202250137925148 33.98566809296608 102.72065691649914 255.71388801932335 52.18307538330555 28.10902002453804 69.565592095255852 176.4287956058979 135.14374695718288 70.240835577249527 30.799679055809975 25.531377524137497 36.535789430141449 18.790305286645889 10.643033623695372 46.435271680355072 157.52607798576355 63.33900049328804 leaf_count=624 159 1049 950 1816 53 85 129 275 257 50 253 190 116 137 434 1051 215 116 295 843 552 287 125 104 149 76 50 197 636 257 internal_value=-6.80458e-05 -0.00855939 0.0248191 -0.0176203 -0.00203073 -0.00621505 -0.0256921 0.0185351 -0.0124379 -0.0221772 0.00406925 0.0225913 -0.0095576 -0.00271161 -0.00394853 -4.70541e-05 0.0256981 -0.0121766 0.0205099 -0.0209161 0.00183524 0.0123918 0.0155244 0.00603955 0.0123804 0.0215256 0.0386628 0.0325877 0.00100977 0.00415144 internal_weight=2657.12 1981.16 675.96 829.679 1151.48 682.983 324.406 464.921 505.273 92.1227 468.498 280.029 37.1612 440.729 406.743 275.914 213.43 130.83 121.749 203.7 369.246 184.892 145.362 56.3311 99.2522 89.0311 211.039 91.681 356.009 220.865 internal_count=11530 8607 2923 3835 4772 2872 1596 1923 2239 423 1900 1172 166 1823 1686 1136 897 550 510 972 1498 751 592 229 402 363 1000 387 1445 893 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 21 13 16 13 2 17 2 22 16 22 15 21 26 11 16 24 9 20 12 8 15 22 28 16 15 split_gain=590.948 124.206 64.1022 41.1774 38.2571 15.3787 13.2224 12.8064 12.7682 12.2917 10.9698 13.7203 10.6315 10.452 10.3555 10.1715 8.96994 10.221 8.58502 8.38623 11.1344 10.3259 11.7712 11.2639 8.29329 8.65967 8.19016 8.12754 9.87971 8.16015 threshold=51.500000000000007 98141.367187500015 84.500000000000014 21.506097793579105 0.48735776543617254 37703.982421875007 -1.0000000180025095e-35 1.1165229678153994 11.583333492279055 5726.4526367187509 8320.4965820312518 3365.477905273438 181.60996246337893 4.9843621253967294 20124.336914062504 1.6282894611358645 51892.304687500007 4.5366950035095224 -18.749999999999996 20.1225118637085 4.7997386455535898 22.552083015441898 1284.8969726562502 16.512618064880375 0.56253641843795787 1.9857142567634585 27644.553710937504 9.6972961425781268 7.693596839904786 -0.064172957092523561 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 3 9 5 18 27 -6 12 13 -2 11 -9 -5 14 15 16 -7 -18 -3 21 -21 -12 -23 -24 -8 -26 -16 29 -29 -1 right_child=2 4 -4 7 6 8 24 10 -10 -11 19 -13 -14 -15 26 -17 17 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.025268113782418195 0.012040675894240115 0.015382279497313415 0.038099674027936944 0.0078571786270472139 -0.030954244180433126 -0.015562256828643151 -0.0042814770322735264 0.0080033553241130161 0.012839537651288103 0.022022112887464022 0.026633960257575497 -0.0059037738824945516 -0.021930840523319062 0.0006033664546770158 -0.034986020064026881 -0.020117211852552542 0.01683098956187937 -0.0081499167053203855 -0.011345200009014761 0.034222555348017977 -0.00025017708721253361 0.011167696496331297 -0.0035426640209488183 0.020062217331012634 -0.023458804437903377 0.0030245140483270757 -0.011099643283180268 -0.036075312655126673 -0.0032900952744050081 -0.0093199628481026829 leaf_weight=34.133148938417435 184.58468048274517 11.23989814519882 207.7837597578764 15.811436548829077 167.61671493947506 25.429008796811104 27.002113506197929 97.742032840847969 35.132141649723053 278.67481075227261 19.223511934280396 184.10151290893555 33.909906521439552 116.60849480330944 24.182734131813049 33.687732070684433 33.127289697527885 26.558812335133553 286.81202360987663 21.493724018335342 13.876646056771277 122.04598516225815 161.19470335543156 20.508757308125496 195.79202309250832 11.780790805816649 27.737247511744499 28.256427764892578 11.696736201643942 187.43541906774044 leaf_count=151 751 45 1000 65 849 111 128 394 141 1172 79 768 144 486 110 142 142 119 1259 87 56 494 655 83 940 51 124 127 50 807 internal_value=-6.6207e-05 -0.00833334 0.0242548 -0.00275426 -0.0184829 -0.00861671 -0.0245193 0.00220811 -0.00423247 0.018045 0.0033472 -0.00108085 -0.0124582 -0.00631987 -0.0110486 -0.00616419 -0.000641717 0.00571512 -0.0103373 0.00682994 0.0206981 0.00531117 0.0039617 -0.000878396 -0.0199212 -0.0219557 -0.0222252 -0.0140226 -0.0264771 -0.0117768 internal_weight=2645.18 1974.14 671.043 1273.89 700.244 583.985 402.192 689.908 322.463 463.259 640.187 281.844 49.7213 287.331 170.723 118.803 85.1151 59.6861 298.052 358.343 35.3704 322.973 303.749 181.703 234.575 207.573 51.92 261.522 39.9532 221.569 internal_count=11530 8607 2923 5335 3272 2510 1968 2825 1375 1923 2616 1162 209 1234 748 514 372 261 1304 1454 143 1311 1232 738 1119 991 234 1135 177 958 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=0 5 0 18 5 16 13 0 22 14 24 13 17 12 11 28 0 6 19 7 8 28 16 12 28 0 16 9 14 13 split_gain=559.689 118.519 62.9647 36.2253 29.4135 15.2388 13.5038 11.3684 11.1273 10.3736 8.8113 8.71052 9.2138 9.79818 8.45174 10.0371 8.24637 13.1629 11.5599 7.73715 7.31981 7.20664 7.20434 6.83535 6.68233 11.2499 8.55211 6.60498 6.57284 6.31347 threshold=51.500000000000007 12.833333492279055 84.500000000000014 396.52758789062506 32.166666030883796 3.9912915229797368 -1.0000000180025095e-35 63.500000000000007 20124.336914062504 5.65785837173462 7.4315552711486825 5.5357143878936776 15066.079589843752 3.0275251865386967 -1.0000000180025095e-35 2.3344787359237675 34.500000000000007 1.0773502588272097 6304.4670410156259 27.4226188659668 0.56253641843795787 2.8689359426498418 16.455416679382328 53.871601104736335 0.23194095492362979 25.500000000000004 1.9516135454177859 53.010416030883796 3.243680596351624 3.6181818246841435 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 3 7 6 5 24 -1 14 -5 -10 -11 22 13 -13 15 -2 17 18 -7 -19 -8 -22 -6 -4 -3 26 -26 -16 -9 -30 right_child=2 4 23 8 11 16 20 28 9 10 -12 12 -14 -15 27 -17 -18 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.032866698074027159 -0.0041851155847373407 -0.020521295769800905 0.038829387075750045 -0.0097141801828507686 0.00076504929879294195 -0.021958414543835434 -0.0055590034184081882 0.017174280891069541 -0.030471309253475208 0.011495541530375518 -0.019116638086241523 0.011927860584366391 0.021921225093887269 -0.015711387089587064 0.01122449854716729 0.025102420768688266 0.011635219320181288 -0.015447091204854768 0.0016861022611158781 0.0023414487945997639 -0.0021859590399363319 -0.024171187189841938 0.019240985341725463 0.013889234634453679 -0.0044256733010132566 0.0056159409937789548 -0.019285178000553412 0.022831333087076203 0.033899176517846484 0.019733598094570128 leaf_weight=116.99107854068279 43.278063505887985 61.075536549091339 194.08297555148602 410.53680983185768 348.99510763585567 20.070815861225128 27.160112842917442 109.96813000738621 50.034345358610153 12.013880282640455 28.626557469367981 37.979447871446609 44.496306151151657 16.583960562944412 103.42275628447533 13.918236985802649 33.991180762648582 102.06968048214912 255.5944798886776 28.054647669196129 14.65980216860771 158.5128977894783 20.087595745921135 10.42124944925308 61.242515116930008 37.360729396343231 80.91279336810112 76.960136398673058 62.202621921896935 51.979377895593643 leaf_count=624 176 267 950 1816 1417 85 129 462 239 50 134 153 182 67 422 57 137 434 1051 116 67 776 81 50 266 160 356 316 269 221 internal_value=-6.46204e-05 -0.00811379 0.0237005 -0.0168366 -0.00189713 -0.0058795 -0.0247683 0.0175627 -0.0118149 -0.0213262 -0.0100673 0.00389064 0.0117896 0.00352721 0.0129903 0.00294176 -0.00255869 -0.00374765 -3.54229e-05 -0.0116119 -0.020039 -0.02231 0.00177062 0.0375585 -0.0119497 -0.00903341 -0.0128835 0.0161765 0.022409 0.0274505 internal_weight=2633.28 1967.05 666.234 818.535 1148.51 680.372 317.324 461.729 501.212 90.6748 40.6404 468.142 99.0597 54.5634 237.579 57.1963 439.781 405.79 275.665 130.124 200.333 173.173 369.083 204.504 240.592 179.516 142.155 180.383 224.15 114.182 internal_count=11530 8607 2923 3835 4772 2872 1596 1923 2239 423 184 1900 402 220 971 233 1823 1686 1136 550 972 843 1498 1000 1049 782 622 738 952 490 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=0 0 2 26 16 9 22 17 28 15 10 1 21 0 17 18 16 22 16 15 23 27 9 11 15 7 25 18 13 7 split_gain=499.773 104.212 84.6213 30.9484 23.5513 21.8355 17.5577 17.0787 14.7084 14.0969 13.9141 13.8175 12.0656 12.0356 11.3718 10.4307 10.2736 9.44718 9.39477 8.73536 8.43899 8.37765 8.19497 7.78225 7.7416 7.39657 10.5292 7.28388 7.18999 8.75968 threshold=43.500000000000007 75.500000000000014 75237.535156250015 1.3981500267982485 3.8261053562164311 43.107639312744148 19031.984375000004 61703.486328125007 0.11856568977236749 1.0000000180025095e-35 0.70824542641639721 -20.499999999999996 3227.623168945313 88.500000000000014 14345.463867187502 3477.3081054687505 20.1225118637085 7209.0766601562509 12.753087997436525 0.075961541384458556 2.6169999837875371 2.5711771249771123 30.644345283508304 -1.0000000180025095e-35 0.048199767246842391 56.541666030883796 1.2656250000000002 4590.4182128906259 -0.087121214717626558 11.527777671813967 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 7 4 11 6 8 9 12 -6 22 -5 -4 25 -3 -10 16 -14 -17 23 27 -19 -21 -1 -12 -11 26 -2 -13 29 -16 right_child=1 13 3 10 5 -7 -8 -9 14 24 18 19 15 -15 28 17 -18 20 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.023241462076511118 0.0020328916787913558 0.026000982013036387 0.021354552514532159 -0.011726341013738883 0.017491049045806503 0.03785572366076323 -0.026602976833354521 0.028746611605951506 -0.0075778305924581197 0.011757093400701423 -0.031802506942227346 -0.022113485096325373 0.012169532054414196 0.038492176375410629 -0.026263705423482008 0.020990445206807613 0.02823095788100272 -0.018217855427709068 -0.008641031989579509 0.01384277507237361 0.0066862146601560585 -0.0097936953743409886 -0.0049293234430968936 -0.021973730066817208 -0.0050290413295900234 0.018660790165862105 -0.024675229493920016 0.0010961091388286652 0.0026212585500680831 -0.00046397813605968038 leaf_weight=61.047099083662033 70.64626969397068 116.64292043447495 11.948044478893278 85.934138134121895 36.806664139032364 13.340723678469656 48.042726591229439 46.031652852892876 215.18596374988556 28.652063831686974 146.16508650779724 87.297089800238609 305.4638838917017 171.4872917085886 18.019199714064598 15.971508502960203 40.607034265995026 24.12820927798748 27.70146906375885 14.313115313649176 24.866688191890717 236.34909181296825 34.381579995155334 143.86049610376358 180.50188045203686 16.972284615039825 16.361338689923286 14.140669435262678 337.39951561391354 34.561192244291306 leaf_count=274 284 525 48 420 150 54 220 196 900 124 761 398 1248 858 81 65 169 98 129 59 101 1034 142 703 776 69 66 60 1390 144 internal_value=-0.000159138 0.0187702 -0.00921185 -0.016716 -0.00349622 -0.000132315 -0.00974765 0.0112388 -0.000921739 -0.00708901 -0.0224362 -0.0103733 0.00967403 0.0334354 -0.00204162 0.0119835 0.0140541 0.000953552 -0.0253329 -0.01145 -0.00557814 -0.00844402 -0.0166439 -0.0269272 -0.0027295 0.000544458 -0.00298943 -0.018878 0.00101319 -0.0093055 internal_weight=2624.83 849.179 1775.65 767.709 1007.94 655.313 352.625 561.049 641.973 304.583 403.661 364.048 515.017 288.13 605.166 411.037 346.071 64.9664 317.727 352.1 48.9949 250.662 95.4287 290.026 209.154 103.98 87.0076 101.438 389.98 52.5804 internal_count=11546 3679 7867 3612 4255 2719 1536 2296 2665 1316 2013 1599 2100 1383 2515 1681 1417 264 1593 1551 199 1093 416 1464 900 419 350 458 1615 225 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=0 2 0 24 9 15 17 0 2 10 1 0 17 15 13 18 21 18 14 11 11 13 14 24 12 22 10 10 10 15 split_gain=472.882 91.5652 84.7077 32.812 23.8311 22.7892 15.9878 15.5685 14.8361 13.5109 12.0967 12.0273 10.8723 9.47716 8.47551 7.76036 7.50512 8.80831 9.92381 7.33643 9.54041 7.73817 7.32491 8.10106 7.05544 7.01526 9.99947 6.93081 9.39477 7.30811 threshold=47.500000000000007 75237.535156250015 75.500000000000014 0.75443771481513988 12.979166507720949 0.95553359389305126 12284.519042968752 38.500000000000007 58123.742187500007 0.70824542641639721 -17.499999999999996 88.500000000000014 61703.486328125007 0.075961541384458556 13.071428775787355 123.80062484741212 3227.623168945313 3477.3081054687505 19.383294105529789 2.8333333730697636 5.1666667461395273 1.7638888955116274 5.963271141052247 8.3342347145080584 53.871601104736335 148.03936004638675 7.2294368743896493 11.414070606231691 9.7885775566101092 0.46737588942050939 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 12 10 5 8 7 27 -1 -5 -3 -4 16 22 -8 25 -2 18 -18 21 -21 -12 -11 -24 -13 -9 -27 28 -6 -29 right_child=2 3 11 9 6 -7 14 15 -10 13 19 24 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 29 -30 -31 leaf_value=-0.022394106058108904 0.0024550679344420888 0.02065595370151203 0.025443424558238257 -0.011700383183803257 -0.0091434952753364721 0.0010535552129928524 0.0015292720761329801 0.013656387691817035 0.007529330976669163 -0.032990562822927276 -0.011090008819033067 0.039630241294794567 0.026796077173764529 -0.018905579525750296 0.012735244342070863 0.010138082553464167 0.012377107356015328 0.0010459257849059513 0.028326415708579706 0.014410024742866741 -0.017250281414359143 -0.033783538664710948 -0.00074788960177498667 -0.027603503550702353 0.014792569823831205 -0.027538270014087315 0.0057351599250809156 0.017343678099067786 -0.035359708711743043 -0.012994004286718236 leaf_weight=123.82017414271832 81.083362072706223 11.481403604149817 115.63835243880749 87.948850259184837 232.6680261194706 82.675011590123177 412.51162524521351 12.33036148548126 16.953947946429253 135.1893338561058 298.83045630156994 157.49836105108261 41.249757617712021 132.93432509899139 71.234571158885956 73.468019142746925 250.27520200610161 50.53294575214386 40.839826107025146 22.144817844033241 13.969800934195517 14.164079293608664 14.660770148038862 32.56145179271698 11.012789621949194 18.436079159379005 14.539430886507033 17.364051118493084 12.989179864525793 12.144490301609038 leaf_count=570 327 46 525 431 996 355 1694 50 76 725 1325 804 178 637 288 297 1027 206 171 94 59 62 72 167 54 75 59 71 55 50 internal_value=-0.000155031 -0.00823784 0.0199947 -0.0162187 -0.0027013 -0.0114482 -0.000474439 -0.00496127 -0.0187903 -0.0220979 -0.00964324 0.0328941 0.0120948 -0.0249978 0.00317942 0.00411624 0.0106603 0.0126077 0.0146146 -0.0106397 0.00216323 -0.012117 -0.0294375 -0.0192658 0.038007 -0.00564879 -0.0128675 -0.00887953 -0.0105297 0.00485795 internal_weight=2613.15 1865.02 748.131 763.885 1101.13 223.449 877.686 393.94 140.774 403.295 360.591 284.15 463.981 315.346 483.746 118.774 422.731 341.648 291.115 349.109 36.1146 312.995 182.412 47.2222 168.511 45.3059 32.9755 275.166 245.657 29.5085 internal_count=11546 8254 3292 3618 4636 1001 3635 1653 646 2032 1586 1383 1909 1601 1982 481 1731 1404 1198 1540 153 1387 964 239 858 184 134 1172 1051 121 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=0 0 5 15 13 17 20 9 21 17 24 21 5 12 14 11 24 22 18 6 13 22 21 24 12 17 23 16 1 7 split_gain=447.801 98.0541 74.1545 36.3889 16.03 15.6941 12.4677 12.2615 12.0609 11.2605 13.4248 10.8579 9.88719 16.5943 9.88499 11.1159 9.59711 9.3691 9.3548 9.99398 9.06157 8.88862 8.72489 8.91269 8.08405 9.80866 7.92574 7.07749 8.49621 6.96301 threshold=43.500000000000007 75.500000000000014 12.833333492279055 0.98958334326744091 2.5916665792465214 61703.486328125007 0.0008635785197839142 1.6711711287498476 83835.019531250015 7475.0371093750009 0.082849748432636275 3227.623168945313 25.416666984558109 2.5811814069747929 12.38165330886841 -8.833333492279051 7.7066280841827401 20124.336914062504 3477.3081054687505 7.3026463985443124 6.6833331584930429 7209.0766601562509 69436.636718750015 0.15465550869703296 20.812656402587894 15455.573730468752 2.6169999837875371 7.0723671913146982 -1.4999999999999998 56.541666030883796 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 5 3 6 12 11 7 -1 -3 -6 -11 29 22 -14 15 -8 -16 -17 19 -13 -12 -20 23 -4 25 -25 -23 28 -15 -2 right_child=1 8 4 -5 9 -7 14 -9 -10 10 20 18 13 27 16 17 -18 -19 21 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.011537000188360871 -0.0029550003441997561 0.02516330664877468 -0.018128919243878629 -0.0072023815252801526 -0.0097171084508974517 0.027524486733833821 0.010221472417889026 -0.028689856011959971 0.037746535159743883 0.023687604362435565 -0.0047218006273550273 0.011988940209108548 -0.0059753864988108252 -0.013364496475456537 0.020947454960260646 -0.015020240903592401 -0.018393204534802372 -0.028275347693289456 0.020338725325758408 0.033272149343635635 0.0079944217151027442 -0.017683753740990345 -0.017377933955729296 -0.00826435823591125 -0.027837283765979479 0.0048912824263541632 0.0064486698980992276 0.019156274955173341 0.012536675433580724 0.018073343424578919 leaf_weight=46.428104355931282 86.998469486832619 119.69263687729836 48.408888757228851 294.59216514229774 53.825376942753792 45.442688584327698 12.143477469682692 195.1960586309433 160.4572374522686 31.597084939479828 86.449514344334602 323.6971572637558 237.60914097726345 19.591986522078514 12.298097267746927 150.02039103209972 10.217517286539076 70.567601099610329 15.945550858974455 21.154373988509178 121.0630105137825 24.156892001628876 87.749011471867561 116.83442457020283 12.009375765919684 90.529647529125214 24.84653440117836 37.778704404830933 27.252905175089836 16.929793819785118 leaf_count=235 350 564 211 1303 223 196 49 1041 819 128 351 1329 993 81 53 706 51 353 65 88 491 98 392 509 51 380 101 154 112 69 internal_value=-0.000151049 0.0178838 -0.00874108 -0.0155565 -0.00318408 0.0106259 -0.0205096 -0.0253939 0.0323704 0.00267999 0.00547067 0.00913106 -0.00571857 -0.00191254 -0.015886 -0.0177223 0.00309478 -0.0192606 0.0113274 0.0132945 0.00269686 0.000883074 -0.00916814 -0.00647789 -0.00390687 -0.00252095 -0.00544773 0.00949526 0.001704 0.000470493 internal_weight=2601.48 839.321 1762.16 791.463 970.699 559.171 496.871 241.624 280.15 292.935 239.11 513.729 677.764 322.233 255.247 232.731 22.5156 220.588 409.801 344.852 207.513 64.949 355.531 267.782 219.373 207.364 49.0034 84.6236 46.8449 103.928 internal_count=11546 3679 7867 3791 4076 2296 2488 1276 1383 1193 970 2100 2883 1340 1212 1108 104 1059 1681 1417 842 264 1543 1151 940 889 199 347 193 419 is_linear=0 shrinkage=0.03 Tree=28 num_leaves=31 num_cat=0 split_feature=0 2 0 24 9 15 16 2 10 0 17 0 11 17 26 8 24 15 25 2 5 14 24 11 18 15 21 18 22 10 split_gain=424.288 83.5851 80.0001 30.5409 21.2641 21.3576 14.4286 14.272 12.938 12.2141 12.0446 13.5046 10.026 9.88578 9.88573 9.84947 9.72322 9.32552 8.86436 8.22882 7.29916 7.16123 7.7966 7.08431 8.18628 7.06212 6.90773 6.81314 8.51311 9.0548 threshold=47.500000000000007 75237.535156250015 75.500000000000014 0.75443771481513988 12.979166507720949 0.95553359389305126 17.082242012023929 58123.742187500007 0.70824542641639721 88.500000000000014 12284.519042968752 38.500000000000007 -8.1666665077209455 58970.740234375007 3.6479810476303105 7.1244349479675302 4.7806637287139901 0.075961541384458556 2.4481666088104252 9267.3388671875018 17.416666984558109 5.963271141052247 8.3342347145080584 -1.0000000180025095e-35 1861.1002197265627 0.075961541384458556 3227.623168945313 123.80062484741212 181.60996246337893 7.2294368743896493 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 13 12 5 7 10 -1 -5 -4 11 20 -3 23 -12 -16 19 21 -14 -8 -6 -10 -23 24 -2 -20 -25 28 -13 -30 right_child=2 3 9 8 6 -7 16 -9 17 -11 14 27 18 -15 15 -17 -18 -19 25 -21 -22 22 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.021589039568182075 0.0073642390355191309 0.016983094062341216 0.024301663875906369 -0.011037707467453934 -0.031925236976038614 0.0012524816542768145 0.0048609231664860711 0.0078275783810843637 -0.032202163250211358 0.037124677279482543 0.0035491551387236168 0.013293887505950704 0.0048696543846333653 0.025059118080814402 -0.033117083939414739 -0.0030697587335966666 -0.0047642931842778562 -0.018062866577846993 -0.019550231700305395 0.031570252534281522 -0.0080949833927294393 -0.00029161980469670349 -0.026802784694804582 0.0032112684267681223 -0.014205432523418209 -0.0090953635820903191 0.014326700297346055 0.0091411644182922622 -0.031323334632231643 0.0022407049453861856 leaf_weight=122.12134988605976 76.673480093479156 12.728390365839003 113.47378590703011 86.960088387131691 12.131760463118551 82.529069736599922 16.965162739157677 16.89754518866539 131.13700722157955 162.71999683976173 386.50402553379536 13.784758895635603 32.167380183935165 43.502000033855438 12.773939609527586 42.436723589897156 18.453037232160568 130.83447940647602 77.117160156369209 26.750709012150764 248.93374998867512 14.547365188598631 31.824177220463753 62.421744272112846 19.957898661494255 236.40714783966541 259.50704166293144 68.535221755504608 15.192458465695383 13.809137552976607 leaf_count=570 314 51 525 431 53 355 69 76 725 858 1580 56 134 190 56 176 75 637 358 109 1066 72 167 252 81 1043 1072 277 62 56 internal_value=-0.000147144 -0.00781467 0.019083 -0.0155074 -0.00253314 -0.0108367 -0.000433749 -0.0180135 -0.0212576 0.0318564 -0.00149755 -0.00547177 -0.00916538 0.0114478 0.00185291 -0.0100217 0.0134967 -0.0241399 -0.0101282 0.021205 -0.00920238 -0.028619 -0.0184859 0.0100331 0.00290932 -0.0116669 0.0121714 0.00327707 -0.00611604 -0.0153418 internal_weight=2589.8 1851.54 738.256 753.723 1097.82 221.548 876.271 139.019 395.303 276.194 814.102 372.387 358.42 462.062 441.715 55.2107 62.1689 308.343 345.692 43.7159 261.066 177.509 46.3715 418.56 96.6314 313.524 321.929 111.322 42.7864 29.0016 internal_count=11546 8254 3292 3618 4636 1001 3635 646 2032 1383 3382 1570 1586 1909 1812 232 253 1601 1535 178 1119 964 239 1719 395 1401 1324 451 174 118 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=0 2 2 24 9 15 16 2 7 10 0 19 6 1 15 25 8 22 19 27 10 15 19 25 14 20 2 23 19 2 split_gain=402.443 92.5769 67.0019 29.9398 23.3847 20.3242 14.0919 13.5894 13.4291 12.737 11.0195 14.8634 10.5845 10.4382 8.97469 8.85457 8.17375 14.5123 10.3761 10.6578 10.0078 8.85738 8.4981 7.56284 8.25074 9.54476 9.34822 8.45913 7.81246 7.47271 threshold=51.500000000000007 75237.535156250015 79443.082031250015 0.75443771481513988 12.979166507720949 0.95553359389305126 20.1225118637085 58123.742187500007 81.041667938232436 0.70824542641639721 35.500000000000007 13909.622558593752 2.0408329963684086 -17.499999999999996 0.075961541384458556 2.4481666088104252 4.1946032047271737 11945.732421875002 11219.483398437502 1.3133026361465456 1.943954646587372 7.6904761791229257 5275.5400390625009 1.041541635990143 2.1941725015640263 14169.064453125002 44897.128906250007 1.7783333063125613 4564.6740722656259 12916.000000000002 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 8 13 5 7 10 -1 16 -5 11 -6 -8 -3 -11 -15 18 -18 19 -2 22 -20 -21 -12 26 27 28 -26 -25 -30 right_child=2 3 -4 9 6 -7 12 -9 -10 14 23 -13 -14 15 -16 -17 17 -19 21 20 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.021113575278474777 -0.0090676130523044615 0.019239333326161852 0.034391220375656298 -0.010758476685307048 -0.0088219383626630937 0.0011522522676364728 0.031138739753988447 0.0075733430421920794 0.03339491449223312 -0.028231854866481595 0.021612535794991346 0.0010792638932408556 0.0041052266604327068 0.0051995696539706314 -0.017835898144466868 -0.011377813767627965 0.025581332101424142 0.0073018306140204383 0.01062525713921559 0.030905516380448261 0.0026323431081589554 0.031652191043042927 0.00017317820047544128 -0.0072421094007879732 0.0060484381524350296 -0.007875205267713601 -0.027341393822894352 0.024309619650610518 0.028572591259904252 0.00085808543579560172 leaf_weight=121.1403087079525 40.406491041183472 11.471039935946463 210.62166202068329 86.546927735209465 242.99232056736946 83.540469646453857 22.082276895642281 16.940186500549316 29.062541052699089 175.14948491752148 19.560781300067902 311.22062323987484 31.81471948325634 31.94598825275898 130.36244828999043 314.31523558497429 88.924847438931465 69.747361779212952 56.629250228404999 26.297997653484344 77.131808698177338 26.45197306573391 11.700978338718413 66.665940940380096 156.3961226940155 37.627475395798683 13.546379938721655 26.732578784227371 12.648893177509306 28.450398728251457 leaf_count=570 163 46 1083 431 1049 359 90 76 146 965 79 1282 129 133 639 1409 384 298 234 108 324 114 50 272 632 152 55 108 51 115 internal_value=-0.000143401 -0.00693314 0.020548 -0.0151915 -0.00173568 -0.0105277 0.000273618 -0.0175942 0.0137094 -0.0209179 -0.000603689 -0.00326188 0.0151812 -0.00891566 -0.0237959 -0.00984839 0.0122693 0.0175462 0.00876038 0.00418823 0.00884053 0.01732 0.0214421 0.00347011 0.00243265 0.00588653 -0.00385251 0.00871415 -0.000899896 0.00938762 internal_weight=2578.13 1941.15 636.975 749.791 1191.36 221.621 969.739 138.08 426.353 392.059 915.842 554.213 53.897 357.732 305.512 346.261 397.291 158.672 238.618 155.537 115.131 83.0812 37.999 361.629 342.068 220.756 121.312 183.129 107.765 41.0993 internal_count=11546 8642 2904 3623 5019 1005 4014 646 1821 2035 3795 2331 219 1588 1604 1542 1675 682 993 645 482 348 158 1464 1385 892 493 740 438 166 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=0 0 18 0 13 15 5 10 24 14 1 26 24 13 14 13 26 22 24 22 19 14 14 22 21 24 18 15 25 27 split_gain=409.396 106.159 61.2819 20.2894 18.6545 16.0952 14.2844 14.1166 14.0719 10.5548 10.1655 10.0802 9.20567 8.78149 9.10961 9.39195 8.73313 8.50852 8.36579 8.01889 7.6451 12.8431 13.5902 10.554 7.57401 7.52496 9.08105 7.50512 7.24049 7.27564 threshold=35.500000000000007 70.500000000000014 117.10898590087892 88.500000000000014 2.1055555343627934 0.33687943220138555 49.166666030883796 13.534621238708498 10.066305637359621 4.077190876007081 1.5000000000000002 6.5056588649749765 0.65054315328598034 1.8452380895614626 1.4161750078201296 -0.10555555671453475 1.1473809480667116 17949.172851562504 5.0992562770843515 13493.046875000002 32053.674804687504 7.779635190963746 17.199156761169437 2385.787963867188 4981.6599121093759 0.04231723956763745 93.98746490478517 1.0000000180025095e-35 2.0322083234786992 2.9091905355453496 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 6 5 27 7 12 10 8 13 19 24 -7 -1 14 15 -4 28 -17 -9 25 21 -11 23 -23 -2 26 -8 -3 -16 -30 right_child=1 3 4 -5 -6 11 9 18 -10 20 -12 -13 -14 -15 16 17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.013378076906721137 -0.0070172344865907571 0.034537062452217333 -0.031922629004962198 0.036620308540090726 -0.00024441834263472917 0.0028469608466947598 0.011875634743924404 0.017998866829747159 -0.023592748392606649 0.037998769663441977 0.010449145292081647 -0.017362590056565274 -0.026431382206143845 -0.023507133077200277 -0.01536082686011035 -0.0085085409638312581 -0.0081154211259954253 -0.029288386560855809 -0.0090107814376152624 0.028101417000399156 0.033375643045551552 0.016190183458909723 0.023056973716921544 -0.015691936631792375 0.0041131902689601684 0.010507698823680451 -0.01252823754838495 0.018136307373488505 0.015807923200812649 -0.0012234502008817351 leaf_weight=61.132365763187408 83.130484983325005 31.241989329457283 22.399536490440369 154.28907258808613 303.57321718335152 36.374425962567329 23.347537726163864 26.993296846747398 61.761591672897339 18.292215436697006 141.22117531299591 57.053048551082611 237.65713129937649 34.263795405626297 20.310134023427963 138.39154669642448 391.22295066714287 20.340778887271881 16.709575951099396 17.219498351216316 27.811635181307793 15.961505427956579 36.594985410571098 22.541894301772118 162.73619391024113 138.74063900113106 33.291937872767448 127.97233314812183 33.196940869092941 70.54719802737236 leaf_count=281 339 146 101 844 1254 163 94 111 314 76 574 280 1306 148 84 618 1742 95 74 71 120 67 155 93 659 573 134 585 141 306 internal_value=-0.000288081 0.0142938 -0.0101341 0.0288675 -0.00661418 -0.0203624 0.00795593 -0.00892683 -0.00984225 0.0125035 0.00403438 -0.00949434 -0.0237607 -0.00867996 -0.00795045 -0.0137376 -0.00591615 -0.0111714 0.00767186 0.00847563 0.0195687 0.0154571 0.00996644 -0.00247527 0.00034986 0.00674594 -0.00246864 0.0213546 0.00101958 0.00422639 internal_weight=2566.32 1034.39 1531.93 313.503 1139.71 392.217 720.89 836.137 792.434 333.802 387.088 93.4275 298.789 730.673 696.409 181.132 515.277 158.732 43.7029 212.6 121.202 93.3906 75.0984 38.5034 245.867 195.38 56.6395 159.214 124.054 103.744 internal_count=11548 4530 7018 1575 4988 2030 2955 3734 3549 1383 1572 443 1587 3235 3087 814 2273 713 185 872 511 391 315 160 998 801 228 731 531 447 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=0 0 20 13 5 15 24 10 24 0 1 14 17 12 26 26 7 13 14 10 13 2 10 9 28 5 21 15 22 14 split_gain=387.115 102.823 56.5863 20.1881 19.4991 17.3517 15.094 16.7641 10.6527 10.546 10.1146 9.29213 8.66349 12.2604 8.46255 7.77729 8.0042 7.48672 8.45108 9.1141 8.58437 7.42539 7.28015 7.24012 8.79349 7.77699 7.12935 7.14578 9.41309 7.40058 threshold=35.500000000000007 78.500000000000014 0.0008635785197839142 2.1055555343627934 49.166666030883796 0.075961541384458556 8.3342347145080584 11.323723793029787 0.11903645470738412 88.500000000000014 1.5000000000000002 17.199156761169437 7274.0187988281259 6.0552382469177255 1.8754265904426577 0.24664486944675448 59.541666030883796 1.8452380895614626 1.4161750078201296 1.6041495203971865 -0.10555555671453475 51549.339843750007 1.8003237247467043 13.424812316894533 0.29096725583076483 5.4166667461395273 4981.6599121093759 0.14119601994752887 3126.0700683593755 2.3923803567886357 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 4 5 6 10 -1 7 17 11 -3 26 -6 13 15 22 -10 -17 18 20 21 -4 -20 -7 25 -25 -22 -2 28 -28 -30 right_child=1 9 3 -5 8 14 -8 -9 12 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 23 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.027468831657709983 -0.0068122099866334733 0.022718715185291914 -0.030813106331485825 -0.00022389521295258425 0.0071480889961851443 0.019380138523888264 -0.020110656510398419 0.0083496045537423663 0.022810693708395634 0.036221117366710909 0.010358714595819914 0.024616360911942949 0.025012948809718841 0.03468631902807677 -0.017290099650794956 0.010386231234739689 -0.017010922854698809 -0.022746088714586398 -0.00068185491069103102 -0.0076181628645236154 -0.005658386853655448 0.026756439855135272 -0.010505088598125616 -0.014216398857017651 0.0036579142172621587 -0.028367732159899899 0.036317597805705565 0.00032167135229073331 -0.0090239294895009241 0.021518257799588103 leaf_weight=175.0678583085537 83.064473658800125 79.356745287775993 23.461634397506714 304.05302155017853 211.52260732650757 11.468283861875536 100.67181622982025 54.03904964029789 14.723874628543852 151.35426390171051 143.68086601793766 31.486446931958199 97.54257720708847 15.378354489803312 110.67436134815216 19.893714234232903 18.543003097176552 33.81279830634594 35.586405992507935 485.46477784216404 21.740383520722389 11.826634511351584 20.360838368535042 57.586673140525818 43.46975414454937 36.122534930706024 12.652775615453718 121.43105560541153 15.273355990648271 13.408545091748236 leaf_count=977 339 382 107 1256 868 51 514 230 62 844 585 135 430 66 560 82 78 147 158 2159 100 51 94 255 188 171 51 492 62 54 internal_value=-0.000280629 0.0139357 -0.00987354 -0.00691075 0.00883937 -0.0211421 -0.00916037 -0.00778772 0.0134136 0.0315767 0.00403526 0.00941144 0.0192694 0.0110954 -0.0133695 0.004271 -0.00283096 -0.00895189 -0.00829979 -0.00639204 -0.0138738 0.00616231 0.000262795 -0.011373 -0.0065277 -0.0198353 0.000339379 0.00398906 0.0147629 0.00525428 internal_weight=2554.72 1029.31 1525.41 1207.84 798.602 317.571 903.782 803.111 409.091 230.711 389.511 243.009 166.082 68.5389 142.503 53.1606 38.4367 749.072 715.259 532.878 182.381 47.413 31.8291 158.919 101.056 57.8629 245.83 162.766 41.3347 28.6819 internal_count=11548 4530 7018 5336 3304 1682 4080 3566 1721 1226 1583 1003 718 288 705 222 160 3336 3189 2368 821 209 145 714 443 271 998 659 167 116 is_linear=0 shrinkage=0.03 Tree=32 num_leaves=31 num_cat=0 split_feature=5 5 23 15 10 15 2 20 24 7 1 27 13 12 8 14 14 26 15 21 12 15 18 14 14 9 26 9 23 17 split_gain=358.305 94.7761 58.2899 34.8198 21.8067 14.8066 13.9297 12.693 12.4641 11.8603 10.8853 10.7553 10.0453 9.7296 10.3289 9.13383 8.52773 8.86826 8.02464 7.15583 11.7558 7.16272 7.10048 10.5778 6.91901 6.8648 6.72386 6.75307 6.65963 8.84782 threshold=49.166666030883796 12.833333492279055 5.2581665515899667 0.98958334326744091 11.323723793029787 6.7596154212951669 7215.9663085937509 0.0008635785197839142 0.11903645470738412 32.541666030883796 26.500000000000004 3.1671000719070439 -1.0000000180025095e-35 2.4130063056945805 9.8895401954650897 17.199156761169437 2.2314318418502812 0.11851179227232934 -9.7499999999999982 8133.0190429687509 5.5376675128936776 0.30860807001590734 576.16497802734386 11.051360607147219 2.7933890819549565 51.035715103149421 0.30484129488468176 61.023809432983406 4.0883331298828134 51361.943359375007 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 3 8 7 5 11 -7 12 15 -6 -11 16 -1 14 18 -2 -3 -18 -9 20 26 -21 -13 -24 -19 -4 -10 -28 -8 -30 right_child=2 4 25 -5 9 6 28 13 19 10 -12 22 -14 -15 -16 -17 17 24 -20 21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.032995942202115033 0.0069403030563725369 -0.005759619407860567 0.0093909878285520845 -0.0066445461942203961 0.0021567364500255102 -0.011171775043742957 0.014689215613828494 0.010257180428902309 0.02132051961949127 0.011755228963420914 0.040344001110172001 -0.012425639450918012 -0.020043812884290184 -0.024828900253612077 0.01415377717009892 0.024247782714837154 0.016852612745501813 0.017103846556462406 -0.015265756172701902 0.034781040232137982 0.032470148534479895 0.019148184022559165 -0.0022048122082889395 -0.022873743025606057 -0.0019523680026287112 0.035920264474788119 0.011937159114487228 -0.011396345665864982 -0.018877947537683154 0.010315778134984402 leaf_weight=85.470696911215782 211.3227996379137 184.5453355461359 9.2891737669706327 292.74961733818054 109.3376292437315 36.201011970639229 85.604870393872261 11.917832434177397 17.962558999657631 55.740371242165565 15.2702769190073 185.30628855526447 145.86156116425991 67.573765322566032 13.100857704877852 31.538379594683647 35.173715591430664 19.414457112550735 158.9990416765213 36.181458294391632 19.519841119647026 97.354466915130615 200.60633544623852 25.069202706217766 146.88941088318825 159.67730563879013 21.105685487389565 23.696414768695831 14.476267114281653 26.350398793816566 leaf_count=519 868 776 48 1313 452 149 350 48 77 227 71 821 776 352 60 136 142 80 774 169 87 435 855 106 604 898 88 102 59 106 internal_value=-0.000273368 -0.00671873 0.0193987 -0.0148082 -0.00121443 -0.00301318 0.00523623 -0.0197571 0.0138498 0.0083567 0.017903 -0.00469651 -0.0248293 -0.0150933 -0.0115183 0.00918788 -0.00110061 0.00316685 -0.0134861 0.0190958 0.0121368 0.0233839 -0.00807402 -0.00450082 0.000272271 0.0344618 0.00581315 -0.000404236 0.00993432 -3.56959e-05 internal_weight=2543.31 1915.66 627.648 775.673 1139.99 959.637 162.633 482.924 458.682 180.348 71.0106 797.005 231.332 251.591 184.018 242.861 386.023 201.478 170.917 215.82 82.2845 133.536 410.982 225.676 166.304 168.966 62.7647 44.8021 126.432 40.8267 internal_count=11548 8640 2908 3842 4798 4048 664 2529 1962 750 298 3384 1295 1234 882 1004 1602 826 822 958 354 604 1782 961 684 946 267 190 515 165 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=0 0 18 5 23 15 16 28 0 24 1 22 11 15 10 23 2 16 15 2 19 21 26 2 22 12 21 12 8 9 split_gain=347.259 96.4944 54.5627 17.3052 16.6753 15.0126 13.2026 11.7909 10.6556 9.73641 9.30755 9.00971 8.51744 9.39614 8.95387 12.1098 9.77835 8.42731 9.40766 8.09954 10.3081 9.23406 8.09775 7.99294 8.5324 8.69494 7.77067 12.2062 7.33688 10.573 threshold=35.500000000000007 78.500000000000014 117.10898590087892 49.166666030883796 9.3204998970031756 0.33687943220138555 16.455416679382328 4.5503673553466806 88.500000000000014 0.11903645470738412 1.5000000000000002 28502.013671875004 -22.666666984558102 0.80217391252517711 10.989895820617678 20.710499763488773 28089.811523437504 1.0698153376579287 0.063164893537759795 31658.205078125004 92231.761718750015 86515.832031250015 31.188351631164554 41767.988281250007 5692.9716796875009 1.2844570279121401 7616.2231445312509 6.0552382469177255 2.0916482210159306 63.183334350585945 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 5 10 6 11 17 -7 -3 -5 -2 -1 -6 14 16 -16 -14 18 -4 -19 21 23 -15 -21 -25 -26 27 28 -11 -30 right_child=1 8 4 9 12 7 -8 -9 -10 26 -12 -13 13 22 15 -17 -18 19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.023762482180446926 0.00031167803862542037 0.021725648704157101 -0.03401229562892804 0.008883947673343124 0.016726262016231029 0.0076130830282151434 0.015374134153137261 -0.015738901461287823 0.035480167348553686 0.025058010027088115 0.0099288285063544642 0.00097575812793978742 -0.036231390284689392 -0.0087802159017589514 0.019567111968030629 -0.020395292554022976 -0.015855414530532002 -0.0058428346340109955 -0.0050065149097327606 0.010895863933132436 -0.016964051516611015 0.028281428845822045 0.014301526329271395 0.0043168116248823215 -0.026625390152272707 -0.0020682697216523769 0.023772120216659781 0.037203966519601651 0.0093855260779019973 -0.022045180435712665 leaf_weight=274.8934418708086 245.69023098051548 77.753837212920189 17.418015003204346 242.22034938633442 9.9633245915174466 27.921158626675606 32.805072128772736 64.216188192367554 145.63679014146328 12.038897067308424 143.45146481692791 13.920988187193869 25.12685190141201 222.13445480167866 13.618942543864252 13.679626181721686 135.5237693041563 395.91984347999096 23.834583178162575 60.026781901717186 24.861730843782425 12.689872443675993 14.577171161770819 74.022628128528595 20.72276259958744 34.7139543145895 97.10536502301693 12.532804533839224 27.903276026248932 14.710426285862921 leaf_count=1516 998 382 80 1003 40 124 134 319 844 52 585 71 124 992 58 65 673 1712 105 244 109 54 62 301 89 146 433 55 116 62 internal_value=-0.000266236 0.0132704 -0.00938599 0.00837889 -0.0060801 -0.0192063 -0.00320442 -0.00866235 0.0306927 0.0127077 0.0038569 -0.0225701 -0.0106919 -0.0113352 -0.0163432 -0.000458508 -0.0190424 -0.00412201 -0.0172536 -0.00325243 0.00126485 0.00350647 -0.0073588 0.00184729 -0.00234829 -0.011248 0.0183451 0.0105013 0.0043779 -0.00146448 internal_weight=2531.63 1019.04 1512.59 795.653 1131.64 380.952 697.015 92.1373 223.391 406.511 389.142 288.814 434.624 424.661 187.949 27.2986 160.651 664.21 41.2526 622.958 227.038 202.176 236.712 189.486 129.459 55.4367 164.291 67.1854 54.6526 42.6137 internal_count=11548 4530 7018 3304 4988 2030 2974 443 1226 1721 1583 1587 2014 1974 920 123 797 2840 185 2655 943 834 1054 780 536 235 718 285 230 178 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=0 0 18 0 23 15 15 16 28 15 6 17 17 5 22 10 28 17 15 11 10 10 9 11 1 24 17 17 22 17 split_gain=328.356 93.9255 52.3001 23.4915 15.8271 14.5081 14.0498 12.4265 11.1769 10.8633 13.4013 9.3411 9.54768 8.87557 8.44601 16.5923 8.36574 8.28183 8.2683 8.05248 8.03522 9.72144 7.769 7.58711 8.85637 7.57248 7.27064 7.96228 7.1684 7.16427 threshold=35.500000000000007 84.500000000000014 117.10898590087892 63.500000000000007 9.3204998970031756 0.33687943220138555 1.6282894611358645 16.455416679382328 4.5503673553466806 0.47958332300186163 2.2153606414794926 18514.346679687504 16489.080078125004 14.416666507720949 5692.9716796875009 2.7521347999572758 1.2775954008102419 24788.510742187504 -0.051956815645098679 0.83333334326744091 9.0317611694335955 4.0270948410034189 46.318181991577156 -22.666666984558102 -3.4999999999999996 0.058312417939305312 93502.023437500015 77070.742187500015 740.06466674804699 15455.573730468752 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 5 6 7 13 9 11 -7 10 20 12 29 -1 26 -16 -3 -6 -5 28 21 -2 -18 -19 -25 -23 27 -13 -11 -4 right_child=1 16 4 18 17 8 -8 -9 -10 19 -12 14 -14 -15 15 -17 22 23 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.024770590443550348 0.0040767372316244084 0.007133553372253308 -0.0075801778897722286 0.03236117248831822 -0.032511678681819263 0.0073674175165851178 0.011454940428678862 0.01490764329013998 -0.015373951963395178 -0.017256254516858197 0.020725557338335979 0.0032123689382392846 -0.025586667451610329 -0.011471781089595378 -0.02816020380048526 -0.001217284530248791 0.011718765250935318 0.016231915773848391 0.015187843021298008 -0.012062029138016772 0.02196369857047193 -0.025633607275189926 0.036989238009363497 -0.027227316754198361 -0.0091186941799122311 0.0036949072473499269 -0.017739309152213258 0.027815379998898198 0.0077078373165127305 0.0088193518611570949 leaf_weight=229.26112243533134 154.5146939009428 10.251765698194502 275.77427951991558 29.375171720981598 14.750736489892004 27.985620811581612 255.2380279302597 32.816476032137871 63.775108486413956 12.883315190672873 45.641088411211967 177.75315853953362 24.610258772969246 56.24727264046669 25.466880768537521 107.00985899567604 11.834704637527464 9.9588223099708539 178.89008295536041 65.608196794986725 17.889916136860847 19.746156737208366 146.32839208841324 25.958501279354095 382.00701725482941 13.232961595058439 13.748158842325209 12.683423444628714 52.692957550287247 26.257318779826164 leaf_count=1328 628 57 1211 137 69 124 1055 134 319 53 188 728 111 259 112 452 65 40 799 268 73 80 858 135 1770 54 61 54 215 111 internal_value=-0.000259398 0.0129369 -0.0091453 0.00886268 -0.00591332 -0.0188154 0.00600475 -0.00311271 -0.00843818 0.00236513 0.00602136 -0.00400425 -0.00761856 -0.0221506 -0.000497514 -0.0063967 0.0333961 -0.0104191 0.0176101 -0.00463117 0.00275374 0.000920804 0.0350984 -0.00963939 -0.0102709 -0.0138655 0.00332993 0.00485097 0.00280332 -0.00615447 internal_weight=2520.19 1014.13 1506.06 845.713 1128.79 377.269 637.447 696.12 91.7607 382.209 251.025 663.303 326.642 285.508 336.661 132.477 168.415 432.675 208.265 131.184 205.384 187.494 158.163 417.924 407.966 32.9791 204.185 190.437 65.5763 302.032 internal_count=11548 4530 7018 3550 4988 2030 2614 2974 443 1559 1023 2840 1433 1587 1407 564 980 2014 936 536 835 762 923 1945 1905 134 843 782 268 1322 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=0 5 5 15 14 7 18 14 15 21 21 11 7 16 11 5 22 8 16 5 28 27 12 22 28 8 16 28 18 2 split_gain=301.279 72.8312 52.3379 24.7535 16.8303 16.5379 16.1179 14.003 13.1185 10.9696 10.5466 9.25439 9.09554 8.54058 8.09485 8.01457 7.8979 7.66001 7.21557 6.89014 6.79897 7.92857 6.2233 6.07942 6.49237 5.85926 5.8686 5.59608 5.50217 6.38441 threshold=51.500000000000007 13.166666507720949 83.166667938232436 0.47958332300186163 1.3312467336654665 32.348484039306648 1.0000000180025095e-35 2.2573111057281499 -9.7499999999999982 48280.806640625007 2876.758911132813 8.8333334922790545 40.845237731933601 1.0339469313621523 -0.41666667163372034 13.833333492279055 6833.3522949218759 8.9567556381225604 1.0698153376579287 20.833333015441898 0.4994091540575028 4.3363022804260263 25.439465522766117 36926.044921875007 16.28797817230225 1.1647324562072756 1.2467988729476931 0.053338143974542625 3188.101440429688 11463.091796875002 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 3 4 6 13 11 14 10 -8 27 -7 15 -11 -2 -1 -3 25 -10 -17 20 21 -20 23 24 -21 26 -15 -6 29 -12 right_child=2 5 -4 -5 9 7 8 -9 17 12 28 -13 -14 16 -16 18 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032677936240156025 0.022230118687610607 0.0079752308180568755 0.034158205310329037 -0.0072443579630403522 0.032972955533928865 0.018594454701624987 0.01831284453590494 0.0077023320285037186 -0.015632513359494345 -0.00066263289786728109 -0.0095484997518456606 0.0038319233946732889 0.029733649730546225 -0.0052035195468794386 -0.019984094280885489 -0.020764713358423618 0.011686947392271694 0.0068932882690912215 -0.017095079465777978 -0.0041816209732369455 -0.012527877495753152 0.012841837717404462 0.017238368145000089 -0.024637064877550501 0.012563750164684523 0.0047002755537468256 -0.032104094028385557 0.012511098360103277 -0.022694000538176117 0.0046213065072168071 leaf_weight=63.921396493911743 13.430026948451994 36.852532282471657 143.50882388651371 349.00522167980671 12.54871806502342 17.104743033647537 12.139704555273054 267.71966905891895 173.13842974603176 10.152569875121115 75.538588851690292 113.27086266875267 69.587089121341705 14.297762259840967 154.48250214755535 30.074051201343536 19.550691843032837 14.74357885122299 12.416043877601622 256.78793087601662 164.25768433511257 22.194931954145432 13.33415427803993 11.991336062550543 22.67833711206913 13.945853367447851 14.91047167778015 290.55427318811417 16.395105749368668 46.072152063250542 leaf_count=393 57 158 850 1591 54 69 49 1089 865 46 312 461 350 59 891 137 82 68 54 1100 730 95 55 50 96 58 61 1258 67 187 internal_value=-0.000109225 -0.00604193 0.0183453 -0.0131438 0.013401 -0.00111713 -0.0180645 0.00354677 -0.0119119 0.0159629 -0.0036257 -0.00400082 0.0258636 0.000518849 -0.0236993 -0.00555575 -0.00413124 -0.0138649 -0.00649002 -0.00563766 -0.00998161 0.00210253 -0.00280335 -0.00372025 -0.00282276 -0.0112976 -0.018936 0.0133582 -0.00637971 -0.00418028 internal_weight=2476.61 1874.12 602.486 767.431 458.977 1106.69 418.426 422.83 200.022 382.843 155.111 683.858 79.7397 76.1348 218.404 570.587 62.7048 187.882 533.734 503.66 198.869 34.611 304.792 291.458 279.466 43.1541 29.2082 303.103 138.006 121.611 internal_count=11392 8517 2875 3857 2025 4660 2266 1724 982 1708 635 2936 396 317 1284 2475 260 933 2317 2180 879 149 1301 1246 1196 178 120 1312 566 499 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=0 5 5 15 9 14 18 14 15 21 21 9 7 11 5 16 8 10 25 10 10 27 20 18 26 18 16 16 16 10 split_gain=285.486 69.2126 51.4321 23.8581 17.7145 15.9789 15.681 13.2283 12.4058 10.6392 9.36154 9.1893 8.87755 8.51169 8.19126 8.06561 7.27741 7.09217 9.58407 7.049 7.04392 8.99299 6.76086 6.65798 6.46574 8.55971 13.0443 11.3313 9.46195 14.5932 threshold=51.500000000000007 13.166666507720949 83.166667938232436 0.47958332300186163 31.389277458190922 1.3312467336654665 1.0000000180025095e-35 2.2573111057281499 -9.7499999999999982 48280.806640625007 2876.758911132813 1.6711711287498476 51.041666030883796 7.5833332538604745 13.833333492279055 1.0339469313621523 8.9567556381225604 1.7681679725646975 9.4112501144409197 11.323723793029787 19.591880798339847 3.2884762287139897 3865.0275878906255 3188.101440429688 1.3788040876388552 678.05416870117199 1.5498082637786867 2.080925822257996 4.9843621253967294 3.05493175983429 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 3 5 6 13 15 11 10 -8 -7 -6 -1 -11 14 -3 -2 17 22 -19 24 21 -9 -10 -12 25 -16 -27 -28 29 -29 right_child=2 4 -4 -5 7 9 8 20 16 12 23 -13 -14 -15 19 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.010932005242635325 0.02165587736472659 0.0080110465345063307 0.033797131728898443 -0.007044517231638109 0.017208418491732217 0.013001541292637597 0.017766734088769262 0.0078716276982793067 -0.023962859893175328 0.0093808754227725274 -0.0035163589603795695 -0.026406489674775234 0.031711376818512757 0.0030792839858193575 -0.009746928645501262 -0.0040063119883723686 0.0066734436836214887 0.00071349482071956366 -0.024023564617103633 0.0028274876071643059 0.028284355700369326 -0.014927832292775722 -0.0019855377807492607 -0.022912935761282588 -0.012889055613318608 -0.020369283828299663 0.03018437533774956 -0.027837064316807058 0.010122590404742371 0.0071327301841714553 leaf_weight=43.196886524558067 13.37342596054077 36.706013575196266 140.7328250259161 348.15188260376453 17.345009729266167 302.09275254607201 12.137496188282965 248.81041969358921 16.903438657522202 22.368636503815651 113.76950766146183 172.29137954115868 56.479429602622986 121.60749892890453 171.54335394501686 62.712171778082848 14.77196031808853 16.754232913255692 88.844708651304245 62.110015794634819 13.992103442549704 16.609736278653145 49.45755398273468 18.519667193293571 156.43322867155075 22.269601345062256 13.854182451963423 20.101288869976997 48.871296986937523 23.062134578824043 leaf_count=239 57 157 850 1591 70 1312 49 1014 84 109 468 1045 287 496 773 260 68 79 456 256 57 68 246 77 682 99 60 86 199 98 internal_value=-0.000106284 -0.00588046 0.0179391 -0.0128337 -0.00108495 0.013056 -0.017698 0.00368361 -0.0116229 0.0155629 -0.00351467 -0.0233045 0.0253764 -0.00410897 -0.00568415 0.000504284 -0.0135332 -0.0152691 -0.0200988 -0.00665415 0.00753851 0.00644486 -0.00758359 -0.00623176 -0.00794522 -0.00536472 0.000500968 0.00489021 0.00108263 -0.00915277 internal_weight=2465.87 1868.11 597.759 762.51 1105.61 457.026 414.358 429.046 198.869 380.941 149.634 215.488 78.8481 676.559 554.951 76.0856 186.732 171.96 105.599 518.245 279.412 265.42 66.361 132.289 456.135 299.702 128.159 105.889 92.0347 43.1634 internal_count=11392 8517 2875 3857 4660 2025 2266 1754 982 1708 615 1284 396 2906 2410 317 933 865 535 2253 1139 1082 330 545 1997 1315 542 443 383 184 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=0 5 5 15 9 18 14 14 15 22 21 9 7 11 5 16 22 8 18 11 25 28 16 25 27 21 8 8 26 15 split_gain=270.515 65.7695 50.5435 22.9992 16.689 15.2438 15.1756 12.4489 11.7345 10.6586 10.3131 8.97402 8.62187 8.02754 7.71997 7.6176 7.42624 6.91607 6.35336 6.25259 6.28089 11.5772 5.89815 5.8342 6.56413 7.21502 6.0932 6.08466 5.80167 7.63647 threshold=51.500000000000007 13.166666507720949 83.166667938232436 0.47958332300186163 31.389277458190922 1.0000000180025095e-35 1.3312467336654665 2.2573111057281499 -9.7499999999999982 5692.9716796875009 48280.806640625007 1.6711711287498476 40.845237731933601 7.5833332538604745 13.833333492279055 1.0339469313621523 6833.3522949218759 8.9567556381225604 3054.442260742188 -1.0000000180025095e-35 20.565291404724125 6.0207359790802011 2.2605329751968388 2.5722501277923588 2.0590901374816899 14893.196777343752 1.474529027938843 0.83575356006622326 0.050013763830065734 0.31339286267757421 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 3 6 5 13 11 15 9 -7 -6 -8 -1 -12 14 -3 -2 28 -10 23 -13 21 -21 -22 24 26 -26 27 -9 -17 -30 right_child=2 4 -4 -5 7 8 10 18 17 -11 12 19 -14 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.010666065266996287 0.021098751058701869 0.0077574649563298161 0.033445765666802796 -0.0068498695995449829 0.0013944913562847301 0.017239547192125195 0.012654404297180224 0.0038037235856601802 -0.01491748469969437 -0.016759688016542349 -0.00092628021047115562 -0.030862164971367345 0.028750308688195989 0.0029862027927603264 -0.0064694701505985568 -0.024849772846963939 0.011472160787109198 0.006461132873582332 0.016986058656959131 -0.021908727314400221 -0.033476318472733593 0.021168082066801919 -0.01059380232487638 -0.0096885230270258096 0.03068523441931998 0.0036342457918895647 0.0018498654083174461 0.032169261783937197 -0.017119745098279307 0.014999806155187428 leaf_weight=42.949511110782623 13.315646097064016 36.767749428749084 137.98659560084343 347.31653301417828 109.9361467063427 12.133459657430647 301.08389838039875 14.298582822084429 170.7604338824749 39.587411910295486 10.12577301263809 99.347973376512527 67.846924751996994 121.63567136228085 517.10046672821045 16.438968941569328 19.524314865469933 14.799218744039534 50.146838501095772 16.269093319773678 30.215719863772392 8.5745221972465497 15.256968691945074 21.475635632872581 19.574121564626694 16.233160316944122 144.65178136527538 12.988597333431242 14.351148918271067 12.433597192168234 leaf_count=239 57 157 850 1591 451 49 1312 59 865 164 46 628 350 496 2253 66 82 68 204 96 178 51 92 89 80 66 588 53 60 52 internal_value=-0.000103533 -0.00572377 0.0175408 -0.0125311 -0.00105389 -0.0173402 0.0127187 0.00357433 -0.0113434 -0.00341196 0.0151726 -0.022916 0.0248964 -0.00399245 -0.00552504 0.00048957 -0.00388387 -0.0132124 0.00731352 -0.026017 -0.0191715 -0.0070412 -0.0257988 0.00519746 0.00673629 0.0184217 0.00430273 0.0173056 -0.0108202 -0.00220971 internal_weight=2455.13 1862.02 593.107 757.623 1104.4 410.307 455.12 428.892 197.693 149.524 379.057 212.614 77.9727 675.504 553.868 76.0637 62.748 185.56 279.369 169.664 70.3163 24.8436 45.4727 229.222 207.746 35.8073 171.939 27.2872 43.2237 26.7847 internal_count=11392 8517 2875 3857 4660 2266 2025 1754 982 615 1708 1284 396 2906 2410 317 260 933 1139 1045 417 147 270 935 846 146 700 112 178 112 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=0 5 5 18 26 16 13 10 25 21 11 9 20 9 10 1 11 17 23 12 9 10 27 8 22 23 7 21 11 28 split_gain=256.335 62.7054 49.6537 27.0656 14.217 12.5519 11.6878 11.0179 9.316 8.98738 8.13278 8.09521 10.0616 7.9321 8.32223 7.85129 7.27537 6.11662 6.01627 5.89652 5.8709 8.53796 9.62806 9.12749 6.25992 6.53937 8.04529 6.29974 6.13367 5.81559 threshold=51.500000000000007 20.833333015441898 83.166667938232436 363.20814514160162 0.09723310545086862 1.6803609132766726 1.4226190447807314 1.5281967520713808 1.4695833921432497 55042.445312500007 -0.41666667163372034 13.274305343627931 1183.571228027344 15.342342376708986 18.714653968811039 -22.499999999999996 -0.83333334326744068 58970.740234375007 5.5226664543151864 1.2844570279121401 28.675437927246097 20.85512733459473 3.2028437852859502 8.0888056755065936 41028.876953125007 3.4141666889190678 21.522727012634281 37703.982421875007 -0.83333334326744068 0.26081410050392156 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 3 4 6 7 8 10 -2 -3 -6 -1 12 -5 19 17 -14 -17 -15 -18 -13 24 22 23 28 25 -7 27 -27 -22 -10 right_child=2 5 -4 11 9 20 -8 -9 29 -11 -12 13 15 14 -16 16 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.02718193900042953 0.012298479007731639 0.0036587153324132548 0.033103428003560621 -0.035480481120111318 0.012844419523150472 -0.0027332433524910652 0.0065586996541755847 -0.006897577185350866 -0.016328581588202235 0.024671633032747643 -0.01605569587611895 0.015614622733138751 0.017537174200649309 -0.0067378315573080397 0.016741864295838984 -0.019138356399173082 -0.026474735548127865 -0.027784140540664342 -0.0070974578810289492 -0.0010707995916699605 -0.0075586316107697175 0.028174802415636566 -0.011091801448454617 0.019687166333006306 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6.38435 6.32487 7.1402 6.20661 threshold=51.500000000000007 13.166666507720949 83.166667938232436 0.47958332300186163 3.6688697338104252 1.0000000180025095e-35 6.7596154212951669 25.833333015441898 2.1941725015640263 -9.7499999999999982 39.183334350585945 2876.758911132813 0.081498786807060256 7475.0371093750009 -0.41666667163372034 1.0396764278411867 3.4707715511322026 16.583333015441898 17.082242012023929 2.4915872812271123 -1.4722222089767454 2187.5244140625005 8.9567556381225604 1.7681679725646975 9.4112501144409197 80349.199218750015 3865.0275878906255 2.0408329963684086 2.0408329963684086 8133.0190429687509 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 3 4 5 12 14 7 15 11 -7 -6 -9 -2 -8 -1 16 17 21 19 20 -10 -3 23 26 -25 -12 -11 28 29 -14 right_child=2 6 -4 -5 10 9 13 8 18 22 25 -13 27 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.03144859753779769 -0.0016785621514339021 0.009752376106509409 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109.1396835744381 168.48924008011818 11.077800914645193 14.800075516104696 16.60096575319767 86.706994593143463 46.05298225581646 48.924551725387573 17.612592145800591 14.936433613300322 63.245719507336617 leaf_count=393 293 135 850 1591 130 49 182 72 52 84 653 800 261 551 891 806 352 408 113 450 688 51 68 79 456 256 246 78 67 287 internal_value=-9.80308e-05 -0.00541997 0.0167716 -0.0119568 0.0120712 -0.0166876 -0.000981083 -0.00241783 0.000703786 -0.0108296 0.0175483 -0.00468802 0.00678946 0.00642367 -0.0222127 -0.00655079 -0.00266188 -0.00763082 0.00422464 0.0028446 0.00681894 0.00254654 -0.0126316 -0.0142958 -0.0191039 0.0201031 -0.00670033 0.0106732 0.0128064 0.0104631 internal_weight=2434.66 1850.78 583.875 748.51 451.284 403.02 1102.27 923.152 525.923 195.616 221.545 207.76 229.739 179.12 207.403 397.229 213.823 130.654 318.163 290.333 181.193 41.7878 183.505 168.705 103.308 191.636 65.3966 157.502 139.889 124.953 internal_count=11392 8517 2875 3857 2025 2266 4660 3927 2175 982 1039 872 986 733 1284 1752 946 594 1303 1190 740 186 933 865 535 909 330 693 615 548 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=5 5 0 13 20 1 11 8 22 16 6 19 26 2 13 16 13 28 28 18 16 17 14 6 2 16 6 12 13 19 split_gain=246.591 47.392 45.2118 24.9841 14.9376 10.6696 9.5309 9.49798 9.20446 9.01719 7.84524 7.26945 7.2171 7.03749 6.96721 6.55945 8.7631 8.28401 7.28104 6.55511 7.60833 6.19944 7.90655 8.77949 7.32585 6.08826 6.01852 7.81931 11.4919 5.92619 threshold=49.166666030883796 25.833333015441898 78.500000000000014 0.087121214717626586 29.372384071350101 1.5000000000000002 4.1666667461395273 0.71242365241050731 3126.0700683593755 1.0320009589195254 0.85355338454246532 3969.6345214843755 1.3788040876388552 54354.001953125007 0.15476191043853763 10.23700523376465 4.5227272510528573 1.6507847309112551 10.545944213867189 24191.272460937504 12.753087997436525 7621.2324218750009 1.7360509037971499 2.9433757066726689 3527.257446289063 16.455416679382328 1.4708693623542788 15.027743339538576 4.9583332538604745 45069.941406250007 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 3 10 4 7 9 14 -1 11 -3 -2 -7 -4 29 -5 18 17 -17 -11 20 -6 22 -12 24 -24 -19 -8 28 -28 -10 right_child=2 5 12 6 19 8 26 -9 13 15 21 -13 -14 -15 -16 16 -18 25 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010274271616945257 0.0052275067571048127 -0.020588997894416886 0.018844957616719019 0.012148918381518554 -0.01008968828757353 -0.00071443482984738559 0.0048757039427685857 -0.026298363993702788 0.0032983977492443816 -0.0010461668627513897 0.023516841614532422 0.02614650615560761 0.032345569660420674 0.020902465199637312 -0.0075441166862443582 0.033672759465113611 -0.0023780687614591623 -0.0026464266567608596 -0.020163403391582693 -0.022784623341455319 0.0086260695722191801 0.018908382416680986 0.0095632665947558825 0.022615862838327293 -0.0082023085395983835 0.021669688389861184 -0.00029298609467069822 0.0083810013555240745 -0.035682875780480836 -0.018901695283459915 leaf_weight=47.594076618552208 127.23706141114235 20.148214414715767 47.103906124830246 16.644424930214882 257.4918412566185 12.305058911442755 117.16253601014614 110.77737081050873 111.66421608626842 297.42813459038734 29.577926516532898 34.467213973402977 146.38596558570862 18.680305629968643 565.7579723149538 15.240549981594084 51.397939682006836 22.20160810649395 19.080480679869652 33.128145590424538 21.15472500026226 131.95133265852928 46.292145028710365 22.558622807264328 38.069896072149277 15.906844049692152 18.567069411277771 18.249998092651367 14.873122483491896 11.983411356806753 leaf_count=277 534 87 251 85 1243 50 486 712 459 1239 123 153 937 78 2638 62 211 91 81 182 96 594 192 100 164 65 83 76 63 51 internal_value=0.000270089 -0.00510805 0.0171747 -0.00855614 -0.0139799 0.00157154 -0.00516187 -0.0214828 0.00753398 -0.000982804 0.0113633 0.0190798 0.0290589 0.00373975 -0.00698131 -4.50603e-05 0.00646229 0.0149793 -0.00219863 -0.0101687 -0.0086688 0.0142715 0.00978915 0.0059916 0.00154623 0.00750336 0.00111368 -0.00741345 -0.0160333 0.00114686 internal_weight=2441.08 1851.91 589.177 1221.4 470.146 630.504 751.255 158.371 189.1 441.404 395.687 46.7723 193.49 142.328 582.402 421.256 104.747 53.349 316.509 311.775 278.647 268.45 136.499 106.921 84.362 38.1085 168.853 51.6902 33.4402 123.648 internal_count=11463 8568 2895 5941 2510 2627 3431 989 791 1836 1707 203 1188 588 2723 1749 429 218 1320 1521 1339 1173 579 456 356 156 708 222 146 510 is_linear=0 shrinkage=0.03 Tree=41 num_leaves=31 num_cat=0 split_feature=5 5 0 15 24 14 1 16 20 6 2 28 11 10 26 7 15 8 20 16 13 20 15 28 23 9 25 17 19 15 split_gain=233.614 44.8262 44.305 25.8675 16.0694 14.1352 10.0423 8.53008 7.89785 7.452 7.44384 8.66658 7.38007 7.28953 7.19305 6.94775 6.58081 6.46827 10.2136 6.1735 8.25063 7.93447 7.31863 6.45357 7.35423 5.94754 7.31672 5.92836 7.52371 8.95288 threshold=49.166666030883796 25.833333015441898 78.500000000000014 0.83527129888534557 32.873748779296882 8.720187187194826 1.5000000000000002 1.0320009589195254 13390.486816406252 0.85355338454246532 88002.128906250015 11.199306488037111 4.1666667461395273 16.675857543945316 1.3788040876388552 2.4083334207534794 1.6702898144721987 0.70315632224082958 321.69114685058599 10.23700523376465 4.5227272510528573 14404.767089843752 3.5131578445434575 10.545944213867189 2.7055000066757207 21.506097793579105 3.4154999256134038 7621.2324218750009 4104.0793457031259 0.47958332300186163 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 3 9 4 5 17 7 -3 -7 16 11 13 25 -8 -4 -6 -2 -1 -19 22 21 -21 23 24 -9 -5 -27 28 29 -11 right_child=2 6 14 12 15 8 10 19 -10 27 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0054435889507856786 0.00060999537247670768 -0.020073029973777832 0.018451354389630623 -0.006892373550060474 -0.012669385394219924 -0.011345569887598704 0.0063380146394861146 -0.0014516446632132432 0.012427347189421659 0.026848078812799946 0.029691627709778994 -0.012081549144702303 0.0019964684863041419 0.030852084273031297 0.032009028960336312 -0.031481568445020071 0.015509250268602242 -0.019965185002075669 -0.010325895630934511 0.024695653464570342 -0.0023063921900796898 0.0013540210473410939 -0.022750473494193704 -0.01839423313279941 0.016182370017225084 -0.0065942629062338311 0.021249822026186235 0.018449894437396929 0.00083453872701279611 0.0067838980006688773 leaf_weight=108.45104087889194 89.022518321871758 20.047669947147369 46.672073170542717 341.45863169431686 26.952162191271782 19.527230903506279 143.15219116210938 260.13218745589256 35.338201135396957 34.598416239023209 12.490400061011313 21.587598383426666 159.96359610557556 11.818516016006468 143.53060548007488 51.297923266887665 38.098833441734314 150.39188402891159 289.1203955411911 30.116439804434776 51.405281230807304 23.206382393836975 14.772731319069861 18.292134806513786 23.182031616568565 18.438257843255997 15.747946828603743 131.18520618975163 54.148844346404076 47.486284717917442 leaf_count=558 368 87 251 1542 161 93 588 1081 164 145 62 91 666 50 937 323 166 894 1398 123 211 95 60 78 101 77 65 594 234 200 internal_value=0.000263243 -0.00496895 0.0167889 -0.00833265 -0.0122118 -0.0105516 0.00152511 -0.000953966 0.0039663 0.0110553 0.00731015 0.0057268 -0.00339995 0.00820753 0.0286822 -0.025002 0.00507537 -0.0120052 -0.0136243 -4.37641e-05 0.00626963 0.0145372 -0.00213363 -0.00112381 -8.75102e-06 -0.00569795 0.00623217 0.013898 0.00951478 0.0152409 internal_weight=2431.63 1846.89 584.743 1216.69 681.079 602.829 630.204 441.155 54.8654 394.54 189.049 176.558 535.608 154.971 190.203 78.2501 127.121 547.963 439.512 421.107 104.728 53.3228 316.379 301.606 283.314 375.645 34.1862 267.419 136.234 82.0847 internal_count=11463 8568 2895 5941 3591 3107 2627 1836 257 1707 791 729 2350 638 1188 484 534 2850 2292 1749 429 218 1320 1260 1182 1684 142 1173 579 345 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=5 0 5 15 24 14 12 20 15 11 12 18 8 11 20 26 6 26 15 11 7 15 2 26 14 15 12 22 9 17 split_gain=221.33 43.3953 42.4063 24.6521 15.5907 13.4132 9.96256 13.5493 8.21247 8.43458 10.8848 8.13811 8.50755 8.08846 7.41939 7.16884 7.07177 7.0217 7.74756 6.96094 6.81885 6.228 6.14111 5.69005 6.01903 14.178 13.7494 7.94788 7.08828 5.67067 threshold=49.166666030883796 78.500000000000014 25.833333015441898 0.83527129888534557 32.873748779296882 8.720187187194826 37.488883972167976 40239.332031250007 -1.1020833253860471 -0.83333334326744068 5.816483974456788 553.16171264648449 0.65900281071662914 -9.1666665077209455 13390.486816406252 1.3788040876388552 0.85355338454246532 4.5366950035095224 0.41885964572429663 4.1666667461395273 2.4083334207534794 1.6702898144721987 36366.888671875007 2.739120721817017 1.6763248443603518 0.060661764815449722 2.4130063056945805 1534.7659912109377 15.342342376708986 7621.2324218750009 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 3 4 5 11 7 8 -4 10 -10 12 -1 -14 -7 -3 21 18 23 -5 -6 -2 -8 24 25 -13 28 -27 -26 -18 right_child=1 15 6 19 20 14 22 -9 9 -11 -12 17 13 -15 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 26 27 -28 -29 -30 -31 leaf_value=-0.0046474277825599222 0.00059174600845408746 0.018064782491566476 0.023741950329282575 -0.0055381747896664935 -0.012379968101877824 -0.011041343748891102 0.0069591353795499513 -0.030002697224741082 -0.019108653960165801 0.0019544401488787101 0.011404899771445359 -0.022079127714418015 0.0050779393489349418 -0.01814638170577617 0.012008981265070053 0.031679531324736929 0.0092469392663745795 -0.01490378593380152 -0.021924827558833564 0.0019359966819566855 -0.031121376854734047 0.015107321527425135 0.036808477566987546 0.01365002383339247 0.03704956615852352 0.025550216689273597 -0.014746810284784181 -0.007430880746427909 0.0043345422009604282 0.018002657417706798 leaf_weight=62.47697526216507 89.015041172504425 46.247197687625885 14.402917772531508 374.90422999858856 26.757763832807541 19.464281752705574 14.256502330303194 12.657804876565931 37.973241046071053 525.10871122777462 14.554171636700628 34.851454898715019 14.244582340121267 257.00339429080486 35.470174312591553 140.71545918285847 135.98249168694019 69.613949418067932 17.547415792942047 160.01062197983265 50.349283546209335 37.94148962199688 10.981512352824209 20.891261532902718 11.54428191483021 11.66782918572426 17.680668741464615 15.068937733769415 12.323483899235724 130.42257888615131 leaf_count=339 368 251 59 1684 161 93 61 52 158 2181 60 167 58 1433 164 937 579 359 82 666 323 166 56 99 55 52 80 72 54 594 internal_value=0.000256542 0.0164124 -0.0048339 -0.00811587 -0.0119194 -0.0102871 0.00147996 0.000709198 0.00136582 0.000807887 -0.010654 -0.0117114 -0.0146279 -0.0169268 0.00384183 0.0283118 0.0107566 -0.00710275 -0.00326691 -0.0033024 -0.0246177 0.00492979 0.0199471 -0.000627194 -0.00351917 -0.00947177 0.0053045 0.00696195 0.020158 0.0135334 internal_weight=2422.13 580.324 1841.81 1211.87 676.956 599.849 629.935 604.697 592.039 577.636 52.5274 544.914 333.725 271.248 54.9345 186.963 393.362 211.189 141.575 534.915 77.107 126.957 25.238 124.028 103.137 61.5882 41.5484 26.7368 23.8678 266.405 internal_count=11463 2895 8568 5941 3591 3107 2627 2510 2458 2399 218 2850 1830 1491 257 1188 1707 1020 661 2350 484 534 117 579 480 291 189 124 109 1173 is_linear=0 shrinkage=0.03 Tree=43 num_leaves=31 num_cat=0 split_feature=5 0 5 20 15 24 1 2 25 6 28 21 8 7 24 16 26 8 16 27 2 15 27 25 16 22 17 8 22 2 split_gain=209.694 42.7785 40.4443 19.2196 16.2059 11.293 11.2127 11.3341 10.2242 13.9192 9.68542 8.59879 11.193 7.79839 7.42119 7.09378 7.49179 6.79963 5.63115 8.54272 8.2695 5.96658 6.36859 10.5894 5.90019 5.58816 7.44478 5.43122 5.6616 5.40521 threshold=49.166666030883796 88.500000000000014 19.833333015441898 688.42553710937511 0.091966174542903914 0.12339078262448312 16.500000000000004 37616.291015625007 11.125606060028078 15.916417121887209 7.3768191337585458 8133.0190429687509 4.5758202075958261 1.5227272510528567 0.27539165318012243 1.1165229678153994 0.09723310545086862 0.71242365241050731 12.753087997436525 16.811041831970218 58847.242187500007 0.37638889253139501 40.666528701782234 18.575583457946781 1.5158003568649294 768.33044433593761 6885.6313476562509 2.2755284309387211 1343.957946777344 92332.480468750015 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 5 3 4 13 -2 15 8 9 -8 29 12 27 -1 -15 -4 -17 -6 19 -12 -20 24 23 -23 -21 26 -18 28 -7 -5 right_child=1 -3 6 10 17 11 7 -9 -10 -11 18 -13 -14 14 -16 16 25 -19 20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0086743942615502435 0.0075385132541693177 0.032690957775046152 -0.01177150695587049 -0.0011850488377023476 0.0040097269313837149 0.02351333241678347 0.0020434644796384826 0.02999531301626988 -0.020752658977366313 0.029665307228069523 -0.025257088514291485 0.021516625907982249 0.025448624324629365 0.00061926262363449353 -0.027602109786785584 0.005960445363710409 -0.0023016755793359529 -0.011809054664747146 0.010125568884299364 -0.0025678058097003457 -0.018493305510081288 0.01752451775826391 0.01728519613369622 -0.016285970997760781 -0.021422870787066371 -0.00078343328165529429 -0.021548614911210733 -0.016988255368756863 2.2809601587973584e-05 -0.0073587867272832137 leaf_weight=31.168417781591415 241.61464613676071 111.93487355113029 54.090523451566696 278.88648916780949 34.030420333147049 12.682883560657499 77.229861289262772 18.526877999305725 12.638659983873366 20.852392241358757 44.676600426435471 138.07574881613255 26.620463579893112 9.0623364597558957 112.38276137411594 130.65739458799362 48.196932911872864 86.921372503042221 22.941991031169891 21.338148131966591 15.046628490090368 11.126288279891012 11.449332997202871 33.255602076649666 49.788105651736259 448.31634096801281 28.952316969633102 11.04166306555271 33.958817377686501 235.3302213549614 leaf_count=182 1020 793 240 1236 173 58 317 88 54 88 223 702 128 44 759 541 204 474 97 113 78 52 52 156 282 1877 131 50 144 1107 internal_value=0.000249852 0.0160444 -0.00470237 -0.00878628 -0.0155603 0.0120286 0.000149918 0.00827746 0.00464342 0.0079159 -0.00622612 0.0169071 0.00935743 -0.0220607 -0.0254962 -0.00132917 -0.000468305 -0.00735836 -0.0116613 -0.0139746 -0.00120987 -0.0100042 -0.00266362 -0.00780987 -0.0157663 -0.00206682 -0.0095246 0.00193146 0.00641039 -0.00401045 internal_weight=2412.8 575.929 1836.87 997.405 273.565 463.994 839.461 129.248 110.721 98.0823 723.839 222.38 84.3038 152.614 121.445 710.214 656.123 120.952 209.623 171.634 37.9886 126.957 55.8312 44.3819 71.1263 525.466 77.1492 57.6834 46.6417 514.217 internal_count=11463 2895 8568 5028 1632 2102 3540 547 459 405 3396 1082 380 985 803 2993 2753 647 1053 878 175 655 260 208 395 2212 335 252 202 2343 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=5 0 5 20 15 24 1 2 25 6 24 21 8 21 7 24 10 16 26 8 11 7 19 16 21 21 13 25 22 17 split_gain=198.68 42.1444 38.3114 18.4611 15.7122 10.8396 10.5682 10.7777 9.60682 13.2008 8.57406 8.2734 10.687 7.86061 7.61606 7.22077 7.02127 6.70072 7.04792 6.44725 5.8049 5.72298 5.68486 5.50029 5.48546 6.91387 6.52641 5.71579 5.27825 7.08128 threshold=49.166666030883796 88.500000000000014 19.833333015441898 688.42553710937511 0.091966174542903914 0.12339078262448312 16.500000000000004 37616.291015625007 11.125606060028078 15.916417121887209 9.618260860443117 8133.0190429687509 4.5758202075958261 75739.828125000015 1.5227272510528567 0.27539165318012243 15.894683361053469 1.1165229678153994 0.09723310545086862 0.71242365241050731 -0.83333334326744068 6.3166668415069589 4025.3559570312505 2.9861516952514653 14209.377929687502 16456.755859375004 0.087121214717626586 5.2531249523162851 768.33044433593761 6885.6313476562509 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 5 3 4 14 20 17 8 9 -8 16 12 22 -12 -1 -16 24 -4 -19 -6 -2 23 -7 -15 27 26 -26 -5 29 -20 right_child=1 -3 6 10 19 11 7 -9 -10 -11 13 -13 -14 21 15 -17 -18 18 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0084557755005352352 -0.010769549955144142 0.032416232445980353 -0.011457191127918293 -0.0055260323640155262 0.0038824534641319262 0.011765937081433761 0.0019821936565524666 0.029306427259404081 -0.02006210386862662 0.028942377494277156 -0.020205820662243437 0.021073831846410734 0.024936752447184414 -0.0061934262591316911 0.00060052821274659337 -0.027252089169599689 0.016518603052346887 0.0057787625282433152 -0.0022335877376313405 -0.011524124090399426 0.0085201262712414367 -0.020330071220550267 -0.007099210139865599 0.022124405850047386 -0.0021781793503292545 -0.00520286723874083 0.024606143491371246 -0.026272127551912116 -0.00076001154973790667 -0.0210459410658391 leaf_weight=31.017355114221573 14.969476014375685 109.53338223695755 53.909981936216354 26.467911049723625 34.090675175189972 27.422096937894821 77.228601112961769 18.395508453249931 12.680822864174841 20.73385363817215 66.633366465568542 136.76762993633747 26.355928435921669 15.910139530897142 9.0646693557500821 110.44092273712158 13.709706172347067 130.72127869725227 48.176479429006577 86.406278446316719 226.29092292487621 11.89284874498844 30.218086168169975 10.086913198232649 20.001815795898438 521.5734791457653 13.861772581934927 21.793475419282913 448.26914803683758 28.757497355341911 leaf_count=182 63 793 240 117 173 118 317 88 54 88 360 702 128 86 44 759 58 541 204 474 957 62 134 50 88 2418 59 98 1877 131 internal_value=0.000243452 0.0156853 -0.00457464 -0.00856239 -0.0152387 0.0117188 0.000145549 0.0080431 0.00450787 0.00768834 -0.00605605 0.0165225 0.00911177 -0.014002 -0.0217015 -0.0251394 -0.00471085 -0.00129012 -0.0004545 -0.00716534 0.00732326 -0.00309195 0.00187581 0.00479395 -0.00519296 -0.00435002 0.00878576 -0.0148944 -0.00200594 -0.00926554 internal_weight=2403.38 571.558 1831.82 992.951 271.02 462.024 838.873 129.039 110.643 97.9625 721.931 220.764 83.9961 104.523 150.523 119.506 617.408 709.834 655.924 120.497 241.26 37.8899 57.6402 25.9971 603.698 555.437 33.8636 48.2614 525.203 76.934 internal_count=11463 2895 8568 5028 1632 2102 3540 547 459 405 3396 1082 380 558 985 803 2838 2993 2753 647 1020 198 252 136 2780 2565 147 215 2212 335 is_linear=0 shrinkage=0.03 Tree=45 num_leaves=31 num_cat=0 split_feature=0 5 0 26 11 14 25 16 11 22 15 6 18 2 27 18 0 25 15 20 27 15 23 10 1 17 5 1 16 15 split_gain=176.106 57.0329 31.4755 21.7286 11.7394 11.4996 11.8247 8.88998 8.64218 8.56246 8.45109 8.69863 10.3407 10.4129 8.97171 8.38299 8.36096 12.5194 10.2938 8.50806 7.99606 7.62061 7.52965 7.48709 6.48404 6.46059 10.3738 7.04078 6.34772 7.85828 threshold=60.500000000000007 20.833333015441898 88.500000000000014 4.5366950035095224 0.83333334326744091 5.2141270637512216 1.041541635990143 14.719085216522219 2.4166666269302373 126.18164825439455 -0.14434523880481717 0.85355338454246532 75.073013305664077 3516.3950195312505 1.2991771101951601 2932.8295898437505 22.500000000000004 2.5722501277923588 -0.082207206636667238 210.9568786621094 3.2516522407531743 1.1690475940704348 6.5111665725708017 0.62815791368484508 -15.499999999999998 7274.0187988281259 51.833333969116218 30.500000000000004 1.1846386194229128 0.30860807001590734 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 3 9 8 23 6 -3 22 15 -2 -8 12 14 -14 -12 21 24 18 -18 -20 -21 -1 -6 -5 -7 26 -13 -27 -11 -30 right_child=2 5 -4 4 7 16 10 -9 -10 28 11 25 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.0068632088576584972 0.032982878430269376 0.02326264306770557 0.032175436934367037 -0.0043987486649419757 0.0091640467469016711 0.0046757794196853521 -0.011493817343355528 0.017900310070695084 0.0025503831739419232 -0.0068626367820031732 -0.0090892061869071623 -0.0063633509318508363 -0.029540566684997931 -0.0057917325844240196 0.024227519208182141 0.0035481705864250533 0.033633584234853547 -0.0010802504548124434 -0.015678242993217267 0.012960222131185519 -0.011374781334065838 -0.022336943610029265 -0.012066472409511394 -0.019062509068423692 0.031003332025864944 0.0037919512968105254 0.011754250034297699 0.019824111597847995 0.021933710343136764 0.0095137858754188332 leaf_weight=415.38285385072231 18.46734207868576 18.112954214215279 114.77947191894054 36.030948579311371 17.814248651266098 14.364326000213621 65.72549606859684 12.494278714060782 117.96010522544384 15.37813428044319 12.421617090702059 119.94303032755852 19.155274823307991 125.34718151390553 17.554660901427269 65.695205673575401 15.836989611387251 167.94987219572067 12.332023128867148 115.61163565516472 13.579614520072935 30.766173154115677 96.35992668569088 240.57511802017689 20.341631010174751 180.28029806911945 37.285054191946983 28.559013888239861 64.173253074288368 160.57063966989517 leaf_count=2018 100 74 846 202 80 60 281 53 495 69 50 501 78 540 75 302 66 698 52 486 56 137 484 1450 84 755 156 122 314 772 internal_value=0.000174956 -0.00332769 0.0191013 -0.00825147 -0.0136886 0.00183956 -0.000622571 -0.00612483 -0.00476996 0.0132982 -0.00133617 -0.000101087 -0.00561347 -0.00893988 0.0104217 -0.00645701 0.00610971 0.00461642 0.0106965 0.00812971 0.0104023 -0.00793027 -0.00875394 -0.0171524 0.0201067 0.00252628 -0.00206694 0.00598437 0.0117842 0.0130602 internal_weight=2390.85 2017.48 373.369 1033.08 403.275 984.401 624.385 126.668 629.804 258.589 606.272 540.546 174.479 144.502 29.9763 511.844 360.016 325.31 157.36 141.523 129.191 446.149 114.174 276.606 34.706 366.067 157.228 208.839 240.122 224.744 internal_count=11456 9355 2101 5221 2269 4134 2632 617 2952 1255 2558 2277 743 618 125 2457 1502 1358 660 594 542 2155 564 1652 144 1534 657 877 1155 1086 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=0 5 0 20 15 14 25 11 26 9 7 15 6 18 27 0 25 15 20 28 9 9 14 13 22 26 22 1 16 8 split_gain=167.316 53.9152 31.1575 20.8106 14.4908 10.8246 11.1535 9.90804 12.7793 9.08544 8.43501 7.96787 8.19057 9.73319 8.41793 7.83311 11.8034 9.73416 8.01118 7.59996 7.5612 12.4612 7.54694 13.126 7.52098 7.19108 7.14348 9.15737 6.93698 6.61526 threshold=60.500000000000007 20.833333015441898 88.500000000000014 688.42553710937511 0.091966174542903914 5.2141270637512216 1.041541635990143 2.5833333730697636 9.7446761131286639 79.072917938232436 1.5227272510528567 -0.14434523880481717 0.85355338454246532 75.073013305664077 1.2991771101951601 22.500000000000004 2.5722501277923588 -0.082207206636667238 210.9568786621094 3.2600179910659794 13.274305343627931 14.755952358245851 3.1974170207977299 3.6181818246841435 28872.076171875004 1.3788040876388552 4206.6479492187509 1.0000000180025095e-35 11.668154716491701 3.8153395652771001 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 3 9 4 10 6 -3 8 20 22 -1 -8 13 14 -13 -7 17 -17 -19 -20 25 -22 -2 -24 -23 -5 -12 -28 -10 -6 right_child=2 5 -4 7 29 15 11 -9 28 -11 26 12 -14 -15 -16 16 -18 18 19 -21 21 24 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0072803336935051916 0.0053439766573553189 0.02262317231052938 0.031910284875890836 -0.022215176019787904 -0.0055722158117379721 0.019460891633423853 -0.01116985221661016 0.0010087552983761433 -0.01978312274813995 0.028002269718522623 -0.028501822167473548 -0.0088174754265262049 0.0024524740275559944 -0.008680966362698106 0.023438094919936397 0.032736655161722229 -0.0010478745764731653 -0.015188842360428285 0.012478790750972548 -0.012242827927278883 0.014643884366896251 -0.007535812499370801 0.02629024807063534 0.0058538304550256673 0.018648311472650531 -0.0062739343132853552 -0.026936222931243196 0.012917701855664944 -0.0019335837948803928 -0.031807451283649396 leaf_weight=30.052760973572731 112.27410361170769 18.066888645291328 112.29879066348076 27.857046693563461 114.06071490049362 34.78028903901577 65.604670807719231 165.47095234692097 94.383911490440369 31.7232805788517 97.347222395241261 12.420304074883463 365.7875615209341 144.34967555105686 17.600819751620293 15.783572673797606 167.94486749172211 12.347253680229185 116.61201180517673 12.379963636398314 40.82818266749382 95.884043321013451 57.983825147151947 55.226114809513092 11.006065607070921 296.94728016853333 11.668952241539957 9.343739375472067 24.72994826734066 9.3598919808864576 leaf_count=179 506 74 846 141 614 144 281 707 519 189 676 50 1534 618 75 66 698 52 491 51 175 436 295 265 53 1412 79 58 122 50 internal_value=0.000170598 -0.00323614 0.0187263 -0.00803709 -0.0151573 0.00178573 -0.000604428 -0.00548062 -0.00729559 0.0129701 -0.0214738 -0.00129719 -9.81124e-05 -0.00544862 0.0100934 0.00592929 0.00448149 0.0103917 0.0078964 0.0101061 -0.0050819 0.000545386 0.0108552 0.0163209 -0.00483973 -0.00764114 -0.0250777 -0.00921433 -0.0160773 -0.00756183 internal_weight=2382.12 2012.62 369.506 1028.94 271.833 983.678 623.83 757.107 591.636 257.207 148.413 605.763 540.158 174.371 30.0211 359.848 325.068 157.123 141.339 128.992 472.523 147.718 225.484 113.21 106.89 324.804 118.36 21.0127 119.114 123.421 internal_count=11456 9355 2101 5221 1656 4134 2632 3565 2858 1255 992 2558 2277 743 125 1502 1358 660 594 542 2217 664 1066 560 489 1553 813 137 641 664 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=0 5 0 26 11 14 25 9 11 18 2 21 28 2 15 6 18 2 27 10 9 0 23 14 13 19 24 27 19 8 split_gain=159.013 50.9884 30.8052 20.1195 10.995 10.1907 10.522 8.8309 7.77246 7.89462 7.59255 10.0213 9.46919 8.86422 7.51261 7.71252 9.16559 9.78709 7.90104 7.48605 7.43462 7.39946 7.28431 7.21302 12.6302 6.48536 6.78361 6.77854 10.762 8.66 threshold=60.500000000000007 20.833333015441898 88.500000000000014 4.5366950035095224 0.83333334326744091 5.2141270637512216 1.041541635990143 79.072917938232436 2.4166666269302373 678.05416870117199 30716.134765625004 66358.476562500015 31.821305274963382 22056.602539062504 -0.14434523880481717 0.85355338454246532 75.073013305664077 3516.3950195312505 1.2991771101951601 14.99074172973633 1.6711711287498476 1.5000000000000002 6.5111665725708017 3.1974170207977299 3.6181818246841435 12135.153808593752 0.30986197292804724 25.388813018798832 94267.476562500015 1.9138646125793459 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 3 7 8 20 6 -3 23 9 25 12 -12 13 -7 -8 16 18 -18 -16 22 -5 -22 -6 -2 -25 -1 -27 28 -28 -30 right_child=2 5 -4 4 19 10 14 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31 leaf_value=-0.025143130426580135 0.0051921691611775834 0.022005283358857139 0.031650260998517948 -0.0048829093320666931 0.0093344568656110651 0.0064770299410832439 -0.010855051671222856 0.027605405482852289 0.002453274762926227 -0.00035213285499244865 0.023526362158580144 -5.156235614354197e-05 -0.020375753923167324 -0.012882139931900679 -0.00855417789173951 0.0023785640602053282 -0.028407471092438626 -0.0053740711496497433 0.022681823861684141 0.017996826152908912 -0.029331625006886644 -0.015918194378293973 -0.011314775448518848 0.025807583385475914 0.0056914483370677478 0.0073970395373478834 -0.0019970526406857389 -0.004856142235265629 -0.0087685489956766133 -0.027624837724099544 leaf_weight=19.952698960900307 112.09284289181232 18.017712652683258 109.86166134476662 41.891555592417717 18.282114177942276 253.13293549418449 65.483869835734367 31.221597492694855 118.02235339581966 151.4972843080759 43.256805717945099 25.96078659594059 14.075808346271513 23.241194427013397 12.418549358844759 365.83843940496445 19.146274894475937 124.97676265239716 17.641406893730164 10.886456504464148 46.371210761368275 183.42257508635521 96.700958028435707 57.306546047329903 55.099663183093071 25.307731673121452 46.235795766115189 175.72798010706902 37.485027894377708 52.791851311922073 leaf_count=95 506 74 846 245 82 1059 281 189 495 697 178 112 58 95 50 1534 78 540 75 46 328 1079 489 295 265 120 209 831 223 282 internal_value=0.000166184 -0.00314736 0.0183641 -0.00783061 -0.0131102 0.00173302 -0.000586664 0.0126561 -0.00448315 -0.00609151 0.00575444 0.0146832 0.00362661 0.00484905 -0.00125892 -9.52783e-05 -0.00529112 -0.00843398 0.00977742 -0.00578039 -0.0165061 -0.018625 -0.00803158 0.0105771 0.015947 -0.00852367 -0.00754129 -0.00875207 -0.0137672 -0.0197953 internal_weight=2373.35 2007.77 365.582 1024.58 397.555 983.191 623.523 255.721 627.021 508.998 359.668 69.2176 290.45 276.374 605.505 540.021 174.183 144.123 30.06 125.87 271.685 229.794 114.983 224.499 112.406 357.501 337.548 312.241 136.513 90.2769 internal_count=11456 9355 2101 5221 2269 4134 2632 1255 2952 2457 1502 290 1212 1154 2558 2277 743 618 125 617 1652 1407 571 1066 560 1760 1665 1545 714 505 is_linear=0 shrinkage=0.03 Tree=48 num_leaves=31 num_cat=0 split_feature=0 9 0 13 2 24 19 13 20 22 9 16 25 13 17 3 24 17 14 13 17 26 27 24 27 21 14 19 9 22 split_gain=151.112 47.7372 30.4459 15.2927 10.3629 11.0657 14.6993 9.66483 11.3741 9.05425 8.58201 8.04813 8.23833 7.7818 6.96481 8.28241 12.093 8.05315 6.89344 12.1537 6.2295 6.02677 8.86732 6.14939 7.4679 11.2543 12.979 5.79553 7.69635 6.12021 threshold=60.500000000000007 13.274305343627931 88.500000000000014 2.4494949579238896 98141.367187500015 0.30986197292804724 97323.398437500015 -1.0000000180025095e-35 0.0008635785197839142 28872.076171875004 79.072917938232436 16.745480537414554 1.041541635990143 -7.8333332538604727 15455.573730468752 1.4100000262260439 0.049002489075064666 20173.358398437504 3.1974170207977299 3.6181818246841435 15656.455078125002 9.5767021179199237 17.101802825927738 1.3746708631515505 32.33308410644532 63343.482421875007 1.7067154645919802 4564.6740722656259 38.414216995239265 41028.876953125007 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 3 10 7 11 6 -6 8 -1 -7 18 12 -3 -10 15 16 -14 -16 -2 -20 -21 23 -23 24 25 26 -9 -13 29 -29 right_child=2 4 -4 -5 5 9 -8 21 13 -11 -12 27 14 -15 17 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.028332298301781449 0.0050444996039948333 0.020475608512176766 0.031394987675739679 0.0027367344724628173 -0.017090337234769236 -0.017877402153375521 0.018221324948044314 -0.023465030253522375 0.008845159752640842 0.0076800997796263298 0.027214926736776675 -0.01018838276599757 -0.0048600749239703037 -0.014776086746099587 0.012168075955797547 -0.0048874167675040632 0.0086046933296124641 0.0012659693439622663 0.025334870898533313 0.017397282384086089 -0.0030625832884826178 -0.039657633187215359 -0.011290480161877158 0.0019417449093536094 -0.0034698493423386306 -0.024694487858103333 0.0053539108472268702 0.011289858227120263 0.023727067080066468 -0.010235257884867005 leaf_weight=54.23490209877491 111.91568656265736 18.43728531897068 107.4685463309288 86.490371286869049 17.180357992649078 73.775409549474716 27.7413699477911 22.408030316233635 14.791833639144896 15.014476999640463 30.727002561092377 12.140385016798971 111.80964760482311 82.898380920290947 73.889016836881638 342.15645363926888 129.63181817531586 349.04061086475849 56.634778201580048 23.097359865903854 31.878894865512848 10.48708066344261 182.61074733734131 67.355892017483711 130.62697060406208 49.438766092061996 37.773423746228218 44.933986082673073 32.156591355800629 16.16505940258503 leaf_count=418 506 76 846 373 79 412 128 116 61 80 189 51 455 459 308 1490 537 1448 295 110 155 52 1029 362 612 246 171 185 141 66 internal_value=0.000161918 -0.00306056 0.0180077 -0.00911701 0.000480713 -0.00741696 0.00471635 -0.010688 -0.0173156 -0.0135556 0.0123492 0.00141494 0.000603195 -0.0111995 0.000239178 -0.00188524 0.00236926 0.00317065 0.0103057 0.0155812 0.00553329 -0.00867695 -0.0128311 -0.00606919 -0.00831515 -0.014089 -0.00537657 0.00930904 0.0118473 0.00559493 internal_weight=2364.91 2003.19 361.722 739.116 1264.07 133.712 44.9217 652.626 151.925 88.7899 254.254 1130.36 1024.96 97.6902 1006.53 583.598 241.441 422.93 223.527 111.611 54.9763 500.701 193.098 307.603 240.247 109.62 60.1815 105.396 93.2556 61.099 internal_count=11456 9355 2101 3899 5456 699 207 3526 938 492 1255 4757 4314 520 4238 2482 992 1756 1066 560 265 2588 1081 1507 1145 533 287 443 392 251 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=0 5 20 0 15 16 9 2 26 27 8 7 6 25 13 18 17 28 27 1 13 16 9 21 2 12 21 15 7 19 split_gain=143.751 56.5086 18.61 16.98 13.963 10.8398 8.99697 9.73614 8.40182 9.93231 10.5179 8.14159 7.34688 7.69214 7.12416 6.83405 6.90513 10.1184 9.96661 11.0617 8.64306 8.87769 7.00828 6.76954 9.99521 6.71596 8.93681 6.65618 6.57824 7.60077 threshold=70.500000000000014 20.833333015441898 688.42553710937511 88.500000000000014 0.091966174542903914 16.745480537414554 23.010416984558109 3677.8288574218755 9.7446761131286639 16.811041831970218 4.1946032047271737 1.5227272510528567 11.291567802429201 1.041541635990143 6.2750000953674325 15215.692382812502 8320.4965820312518 2.598326683044434 10.644418716430666 30.500000000000004 1.0416666865348818 7.276738405227662 56.510416030883796 69436.636718750015 52074.269531250007 5.3995366096496591 79630.816406250015 1.0000000180025095e-35 54.041666030883796 3610.540893554688 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 2 4 27 11 12 -7 14 23 -10 -11 -1 13 -3 -8 16 17 20 19 -18 22 -22 -15 24 -4 26 -25 -2 -19 -30 right_child=3 5 8 -5 -6 6 7 -9 9 10 -12 -13 -14 15 -16 -17 18 28 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.0066029993191341297 0.028637703088787363 0.019920820215575213 -0.0035526163094879511 0.031144117481453317 -0.0068004139769077387 -0.013700674019936594 0.013302586853532512 0.018717259297769285 -0.024931599901048943 -0.016989081744188065 0.00057991576989393611 -0.024263524138387466 0.012084980628770324 -0.0037198782480097931 -0.019017452716030853 -0.021199550344598049 0.0010371919388600715 -0.011011004838527662 0.02658837150804045 0.019255453793122834 0.024536850262950684 -3.3267976300528064e-05 0.0096742590684057821 -0.031374843403012734 0.0085227328778069242 0.015918028974323803 -0.0065750043245585543 0.011857051798411566 0.022419712869058854 -0.0095543434040460465 leaf_weight=29.601834073662758 26.371592774987221 18.383061960339546 241.56691394746304 105.11977481842041 121.58727096021175 11.97042080760002 12.297716811299326 81.622394934296608 36.251946732401848 54.435288235545158 70.237740486860275 113.84872854501009 54.070704281330109 186.1931523680687 12.254665732383726 13.091005787253378 408.24317400157452 128.86573408544064 15.850965261459349 32.373876363039017 26.480016797780991 26.4604821652174 43.342085897922516 13.828051194548605 82.852166995406151 11.099259987473486 240.96353729069233 110.05844475328922 12.496641710400583 14.403362914919851 leaf_count=179 149 76 1100 846 664 49 52 358 185 309 346 813 226 792 51 58 1723 543 67 141 113 111 183 67 364 52 1142 583 53 61 internal_value=0.000157763 -0.00234662 -0.007445 0.0220826 -0.0142798 0.00237056 0.010955 0.0137348 -0.00503367 -0.0111101 -0.00709114 -0.0206192 0.00133591 0.000708382 -0.0028291 0.000319328 0.000634183 -0.00205558 0.00321655 0.00237576 0.00132947 0.0122563 -0.00119072 -0.00337717 -0.000468738 -0.00692582 -0.00792094 0.0151007 -0.00819426 0.0052995 internal_weight=2356.22 2114.67 1016.27 241.55 265.038 1098.4 118.145 106.175 751.235 160.925 124.673 143.451 980.254 926.184 24.5524 907.8 894.709 438.241 456.468 440.617 282.476 52.9405 229.535 590.31 324.419 265.891 254.792 136.43 155.766 26.9 internal_count=11456 9878 5221 1578 1656 4657 510 461 3565 840 655 992 4147 3921 103 3845 3787 1856 1931 1864 1199 224 975 2725 1464 1261 1209 732 657 114 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=7 23 2 24 14 11 27 15 16 28 16 20 21 7 24 17 2 11 6 24 25 15 15 17 15 18 8 7 27 23 split_gain=144.885 55.448 34.3516 16.0994 14.4357 10.4763 9.56063 9.24394 10.2454 8.45359 14.177 11.561 10.8756 13.1935 10.7701 8.78658 11.906 10.4495 8.00569 7.97106 7.90908 7.35863 9.28831 7.27784 8.26547 11.064 6.69756 7.52589 7.30612 8.00994 threshold=40.541666030883796 5.1291666030883798 98141.367187500015 28.897273063659672 1.4161750078201296 -9.1666665077209455 1.4100526571273806 0.075961541384458556 7.3755395412445077 6.0207359790802011 14.264290332794191 28520.935546875004 44295.632812500007 18.645833015441898 4.7806637287139901 15919.788085937502 3245.5959472656255 0.83333334326744091 4.300769805908204 0.65054315328598034 1.041541635990143 13.071428775787355 3.5131578445434575 38306.537109375007 -0.04396135360002517 2708.3037109375005 0.71242365241050731 4.4772727489471444 3.6408810615539555 14.083666801452638 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 6 4 5 -1 -4 20 8 19 14 12 -12 13 -11 15 16 -6 -18 26 -7 -2 22 23 24 -17 -26 27 -9 -28 -30 right_child=1 -3 3 -5 9 7 -8 18 -10 10 11 -13 -14 -15 -16 21 17 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31 leaf_value=-0.0090556933008622761 0.020474544475592903 0.028587385440984683 0.016095688704386286 -0.0245404303867412 0.017935238674869004 -0.0097125309963543884 0.010161488850279296 -0.003135698960372585 0.0065805248728241566 -0.026151908908728289 0.025930000426073022 -0.001269893683801499 -0.0019503768258691484 -0.0034170814848874008 0.030230916106717159 -0.0068364435259902464 0.0010095426795772048 -0.012413731497242328 -0.026681673466581266 -0.023212806608000239 0.00051024365177168357 0.013759903204731385 -0.0042596268781363777 0.00059884829373664365 0.011993324470665902 0.044369541071543721 0.014709645876241503 0.026281894052845495 -0.018678649432459428 -0.0057488165190860583 leaf_weight=204.79404748976231 19.554221227765083 132.42255222797394 14.420247480273245 68.951028078794479 21.425110161304474 66.956405952572823 349.91631872951984 23.861995100975037 17.387657709419727 52.226005733013153 20.726201072335243 43.751274093985558 101.22943340241909 41.014180436730385 11.733232244849203 15.821007400751112 106.85336112976074 102.03498096764088 17.364362254738808 95.507831007242203 206.01818744838238 59.768744990229607 119.03160315752029 89.941142097115517 59.75244066119194 11.295289292931555 12.913877785205839 11.647152096033095 54.240491017699242 210.33574378490448 leaf_count=959 82 1020 60 473 89 348 1610 131 104 262 86 184 473 176 52 73 463 434 88 670 856 245 492 380 252 50 56 53 277 1041 internal_value=-0.000274024 0.0110844 -0.00513253 -0.0109121 -0.00190031 -0.00912097 0.00705688 -0.00983366 -0.0153065 -0.000189625 -0.00471727 0.00747348 -0.00875918 -0.0161514 0.00177207 0.00120218 -0.0033628 -0.00554728 -0.00685423 -0.0176489 0.00224089 0.00415871 0.00221899 0.00658051 0.0127737 0.0171406 -0.00575425 0.0065134 -0.00732409 -0.00839955 internal_weight=2362.9 707.911 1654.98 593.587 1061.4 524.636 575.489 510.216 179.852 856.604 258.947 64.4775 194.47 93.2402 597.657 585.924 230.313 208.888 330.364 162.464 225.572 355.61 295.841 176.81 86.8687 71.0477 312.999 35.5091 277.49 264.576 internal_count=11539 3568 7971 3301 4670 2828 2548 2768 1122 3711 1181 270 911 438 2530 2478 986 897 1646 1018 938 1492 1247 755 375 302 1558 184 1374 1318 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=7 25 2 24 14 15 15 23 17 6 10 20 14 25 23 27 8 7 15 27 27 10 6 24 0 22 14 22 9 5 split_gain=136.999 56.2693 33.5049 15.5086 12.8818 9.97122 11.8781 8.59207 11.0727 10.7885 7.95076 8.32715 7.60582 8.30118 8.43832 7.39769 7.25212 7.01366 6.62957 8.23231 7.62029 6.56628 7.92386 6.5464 6.2537 6.01057 9.04647 5.9189 5.88474 8.84861 threshold=40.845237731933601 3.8740416765213017 98141.367187500015 28.897273063659672 1.4161750078201296 -2.3095238208770748 0.075961541384458556 27.928500175476078 15066.079589843752 13.297856330871584 19.005057334899906 6224.6552734375009 3.6011362075805669 1.041541635990143 1.0710000395774844 8.8069190979003924 0.71242365241050731 4.4772727489471444 4.0250000953674325 4.1911721229553232 2.3269279003143315 17.797163963317875 3.6957451105117802 0.27539165318012243 62.500000000000007 4933.2207031250009 6.7523844242095956 29593.399414062504 36.343750000000007 37.833333969116218 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 12 4 5 -1 -4 23 8 9 10 11 28 13 -2 -15 24 17 -8 19 20 25 22 -20 -7 -3 -14 -27 -25 29 -6 right_child=1 15 3 -5 7 6 16 -9 -10 -11 -12 -13 18 14 -16 -17 -18 -19 21 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31 leaf_value=-0.0085075026249544616 0.022729018058005212 -0.00080613487400723628 0.011011277767536931 -0.024173880047696102 -0.0039399222152064275 -0.00096470551062825425 -0.0030466423410783088 -0.014530845457729499 0.0031454659332202511 0.016830552291033082 0.018193391185933709 -0.016153190032961385 0.019403652444966658 -0.016686886668607352 0.0035926165670426289 0.031657392693853988 -0.0080315185738317717 0.025281576631138284 0.0017927453652748432 -0.006220731039540974 0.030677404469334178 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6.51589 6.26825 8.79014 8.09918 6.23091 10.5133 6.1878 6.16978 7.87452 7.13946 threshold=40.541666030883796 5.1291666030883798 9.4163069725036639 93602.050781250015 15066.079589843752 0.10471491143107416 13.297856330871584 13.071428775787355 18.714653968811039 6.5119047164917001 0.29263226687908178 1.4100526571273806 4.0066964626312265 87668.316406250015 1.0012300014495852 2.5756666660308842 15097.150878906252 1.041541635990143 29593.399414062504 11.125606060028078 2.1666666269302373 2.1941725015640263 1.2586303353309634 2.7902500629425053 20.219623565673832 2.8575892448425297 0.034953683614730842 48.500000000000007 22.759490966796879 28.897273063659672 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 11 3 4 6 -4 8 13 12 20 -11 17 14 16 -1 -16 -6 -2 -18 -20 -5 22 26 -23 25 -13 -19 28 -7 -30 right_child=1 -3 5 9 7 27 -8 -9 -10 10 -12 24 -14 -15 15 -17 18 21 19 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.016397057446176269 0.019373071087637202 0.027982924014091037 -0.020801027308734531 -0.0062902967115419789 0.017101535155475172 -0.014841812252593265 0.017094622701429443 0.013928204373394719 0.018881160722664155 0.005602780942725879 -0.020127088815169999 0.0078563674084485922 -0.013752258741418038 0.01596459169061511 -0.0061750031262558513 0.0063677657004086669 -0.0022345467443102172 -0.0082809482592234532 -0.010895684419614015 0.026502963528668173 0.01145850089426899 0.02574787931773662 -0.011886603846028757 0.002031172735457156 -0.013053342377803012 0.021502281992788315 0.01858341959748791 -0.029940434396448279 0.010993760457534359 -0.0093413860845659863 leaf_weight=41.511962532997131 19.399838134646416 127.43402937054634 136.31427486240864 230.06491600722075 22.352215349674225 45.669381842017174 19.644130676984787 60.722310647368431 13.156704053282736 29.86268350481987 110.80233910679817 274.89920879900455 124.1781564950943 29.648137971758842 130.42048606276512 72.063688963651657 443.8433348685503 13.134102225303652 18.153997033834457 24.049321353435516 20.254559561610222 14.956360220909117 62.053485333919525 97.043446272611618 10.532440856099127 62.335505679249763 18.707979589700699 10.056219354271887 33.452596202492714 29.016948893666267 leaf_count=190 82 1020 937 1168 95 234 82 250 55 137 650 1247 571 134 551 320 1956 53 80 106 89 62 252 413 53 310 76 46 175 145 internal_value=-0.000259709 0.0105466 -0.00486075 -0.00307711 -0.00100178 -0.0146072 -0.00536353 0.00191914 -0.00652046 -0.00838372 -0.0146647 0.00666928 -0.00742818 0.00056383 -0.00420964 -0.00171106 -0.000334291 0.0020388 -0.00113613 0.0104157 -0.00485416 0.00040553 -0.00531132 0.00519828 0.00966906 0.0103787 0.00750251 -0.00746387 -0.00537369 0.00154814 internal_weight=2345.73 700.496 1645.24 1390.73 999.744 254.509 400.975 598.769 381.331 390.984 140.665 573.062 368.174 538.047 243.996 202.484 508.399 225.295 486.047 42.2033 250.319 205.895 93.8956 112 347.767 337.235 31.8421 118.195 108.139 62.4695 internal_count=11539 3568 7971 6434 4390 1537 1769 2621 1687 2044 787 2548 1632 2371 1061 871 2237 938 2142 186 1257 856 381 475 1610 1557 129 600 554 320 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=7 25 24 19 13 14 19 9 24 13 16 27 22 13 21 21 24 13 14 25 23 6 24 6 2 28 12 11 8 5 split_gain=122.545 53.3617 30.5355 16.6854 13.7715 11.7912 10.1697 9.48644 15.5726 8.11869 7.48812 7.438 7.1062 9.73241 8.85582 7.88423 7.33878 9.89218 6.98451 7.54248 7.77365 6.72018 6.79926 6.36661 9.42895 8.87335 7.33908 6.84711 7.23554 6.34594 threshold=40.845237731933601 3.8740416765213017 9.4163069725036639 93602.050781250015 0.095454547554254546 1.4161750078201296 87668.316406250015 6.5119047164917001 0.29263226687908178 0.21111111342906955 20.775485038757328 8.8069190979003924 13143.146484375002 -1.9045454263687132 39317.078125000007 20453.947265625004 0.33923664689064031 1.6515151262283327 3.6011362075805669 1.041541635990143 1.0710000395774844 28.471991539001468 16.007122516632084 12.734466075897219 8150.1801757812509 1.9459885954856875 11.365149021148683 -0.83333334326744068 2.3559507131576543 15.166666507720949 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 18 3 5 29 -1 10 -5 -9 -6 12 -3 23 -14 15 -15 17 -17 19 -2 -21 22 -11 24 25 -7 27 -26 -29 -4 right_child=1 11 4 7 9 6 -8 8 -10 21 -12 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.007382296811355259 0.021658446418844905 0.01815612811409871 -0.022486960487470217 -0.0047189969512505163 0.016676659949953963 0.00029418188979401545 0.019348684228090555 0.0046354006932173954 -0.019724161825088314 -0.018035797113019145 0.014198742283091639 0.031181759651824435 0.021009651046087669 0.00018800367519898893 -0.0012434922622221003 -0.030666335014597621 -0.031332067130385305 0.0026752779773666288 0.010495494563667968 -0.016113322412958327 0.0033524628043906583 -0.031942128094679521 -0.0011647152241648008 0.018625266782787326 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0.000106727 0.025528 -0.000506582 -0.00516034 -0.00674167 -0.0140043 -0.019818 -0.0104154 0.0057748 0.00324675 0.00217193 -0.0094358 -0.00691148 0.00133255 0.000713884 -0.00613696 0.00310941 0.00393522 0.00526175 -0.0208321 internal_weight=2337.77 687.342 1650.43 1397.32 253.111 1007.75 805.294 389.57 139.791 118.373 779.765 160.614 747.243 211.659 199.599 85.9998 61.0085 33.5836 526.728 343.028 324.108 106.457 95.7211 535.584 517.084 133.965 383.12 368.542 333.45 134.738 internal_count=11539 3528 8011 6472 1539 4427 3477 2045 788 607 3363 1201 3225 949 894 384 276 144 2327 1457 1377 536 488 2276 2198 571 1627 1567 1409 932 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=7 25 18 15 24 9 10 5 8 7 21 21 15 22 22 14 23 25 23 13 22 12 2 17 26 22 8 5 0 6 split_gain=115.841 51.8561 29.2909 12.955 12.8294 10.4946 11.9409 10.0763 9.30799 8.51376 8.21438 8.07721 11.4214 7.4601 7.41272 8.59978 8.56721 7.23346 7.89781 7.22533 6.99327 6.88225 6.82614 10.1977 8.29306 7.95628 7.46682 7.3513 11.0947 9.7813 threshold=40.845237731933601 6.0241250991821298 78.350475311279311 0.075961541384458556 49.800859451293952 13.274305343627931 1.0012300014495852 70.416667938232436 0.71242365241050731 4.4772727489471444 14209.377929687502 44295.632812500007 0.98958334326744091 3989.7866210937505 22710.232421875004 4.0108754634857187 2.5313333272933964 1.041541635990143 1.0710000395774844 -2.0416666269302364 4206.6479492187509 4.6006889343261728 3245.5959472656255 7911.8349609375009 0.25446145236492163 6833.3522949218759 1.0710658431053164 39.166666030883796 36.500000000000007 1.2844570279121401 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 7 3 20 5 11 10 14 9 -5 -7 12 -4 -12 15 17 -17 -2 -19 -13 -1 -21 25 26 -25 -8 -24 28 29 -26 right_child=1 -3 4 8 -6 6 22 -9 -10 -11 13 19 -14 -15 -16 16 -18 18 -20 21 -22 -23 23 24 27 -27 -28 -29 -30 -31 leaf_value=-0.022549125830052776 0.020692155053401325 0.028573531335676954 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311.90766277909279 53.665971502661705 48.068761333823204 22.080768316984177 77.148705244064331 207.18879558146 12.564713656902311 144.69881351292133 32.290874227881432 42.340624362230301 110.03592890501022 leaf_count=855 79 941 437 129 92 237 69 574 667 52 286 101 189 55 91 583 53 85 1122 1522 331 227 98 323 873 51 622 136 176 483 internal_value=-0.000246078 0.0101324 -0.00455751 -0.0126345 -0.00257479 -0.00223996 -9.23678e-05 0.00643152 -0.00638528 0.00727793 -0.00832672 -0.00561025 -0.0122222 -0.00239236 0.0045573 0.00535693 0.011539 0.00255375 0.00138576 -0.00344552 -0.0183851 -0.00447952 0.00154508 0.000895233 0.00316093 0.0157648 -0.00547618 0.00139085 0.00262223 0.00069699 internal_weight=2329.96 683.836 1646.13 324.443 1321.68 1304.94 797.047 569.538 155.481 34.8234 132.207 507.89 125.268 81.1199 466.603 446.63 139.338 307.292 288.701 382.622 168.962 359.976 664.84 635.785 469.005 29.0554 166.78 391.856 359.565 317.225 internal_count=11539 3528 8011 2034 5977 5885 3409 2587 848 181 578 2476 626 341 2013 1922 636 1286 1207 1850 1186 1749 2831 2711 1991 120 720 1668 1532 1356 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=0 9 18 14 9 23 17 13 8 26 26 18 16 19 17 6 14 21 23 15 6 8 15 5 18 13 23 28 16 23 split_gain=113.946 54.9485 21.6414 9.85882 10.9009 17.4936 9.69493 9.64886 10.7653 10.5196 9.52195 9.36269 9.33567 8.84719 8.69453 8.61605 9.72613 8.23054 8.04329 7.4637 7.20445 7.10246 6.88724 6.5833 6.45752 6.57143 7.19826 6.38018 7.0601 5.92658 threshold=35.500000000000007 79.072917938232436 242.30849456787112 3.53981626033783 50.56439399719239 19.004166603088382 43942.386718750007 0.42261904478073126 0.56253641843795787 0.86348682641983043 0.58245575428009044 26044.734375000004 3.1596032381057744 94938.636718750015 32616.168945312504 0.85355338454246532 3.7335475683212285 24808.036132812504 1.7966666817665102 -0.072299651801586137 1.4708693623542788 11.857491493225099 -0.26201373338699335 23.833333015441898 4836.8608398437509 1.0416666865348818 1.0846666693687441 4.6673231124877939 2.4909358024597172 47.472166061401374 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 7 19 5 18 17 8 -1 10 -10 12 -4 14 -14 -9 -17 -6 -5 20 22 -13 -2 -16 25 27 -27 28 -21 -15 right_child=1 -3 11 4 6 -7 -8 15 9 -11 -12 21 13 29 23 16 -18 -19 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0030130403511501747 0.0092417758983752256 0.029886046935818478 -0.0074782028305042563 0.0033601559349167665 0.014383416670192627 -0.026280868928054035 0.028983075661217605 0.0054645309682723117 -0.012052994136182544 -0.020703198120662965 0.017168793662535799 -0.020202753245144773 -0.0018920494589286685 -0.013280862557160811 0.0043007287065894313 -0.0038606074397817217 -0.032714836390661833 -0.014513570559226183 0.014547167675402458 0.0038856813376402263 -0.028282559926494529 -0.00043953544651540068 -0.015592366727539216 0.021490828865703568 0.02189865658799035 0.03180621452905126 0.0069021506447002274 0.015867994632840145 -0.0062813307825206584 -0.0024678250084077956 leaf_weight=27.673181138932705 22.443525418639179 94.34527925401926 243.4741472452879 149.88795495033264 72.313796974718571 14.462134338915346 39.06378048658371 47.68911200761795 54.049175053834915 170.60166835784912 12.324233517050741 48.50916413962841 286.89603893458843 65.560131341218948 190.20853938162327 36.006863966584206 14.850062221288679 10.111220851540564 94.191767305135727 141.44028224050999 12.060941517353056 24.698324382305145 18.201378926634792 22.413369327783585 17.533187426626682 11.856695309281347 87.762236997485161 23.338643528521061 108.72109618037939 149.98694081604481 leaf_count=160 96 811 1190 628 359 72 262 234 254 1227 66 270 1247 312 816 193 76 53 438 593 51 110 75 92 77 51 385 101 464 718 internal_value=-9.93641e-06 0.00819986 -0.00541118 0.00571502 0.0092607 0.00577776 0.0166728 -0.0117092 -0.014693 -0.0167607 -0.00662708 -0.00319416 -0.00240438 -0.000676779 0.00151525 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threshold=35.500000000000007 81.041667938232436 5.0992562770843515 18.714653968811039 0.095454547554254546 3.0331866741180424 15.322640895843508 19.004166603088382 38.677083969116218 1.0000000180025095e-35 4.6306817531585702 0.53078436851501476 2.0408329963684086 1.5324687361717226 69.500000000000014 3303.1665039062505 1.1714165210723879 19226.919921875004 1.0000000180025095e-35 58724.945312500007 1.0416666865348818 5.2690021991729745 3.7596154212951665 1.3763889074325564 34.500000000000007 35.416666030883796 1.0104166865348818 14.833333492279055 5.7750000953674325 0.062719244509935393 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 6 3 5 -4 11 14 9 -9 10 -8 19 -13 -14 20 -16 17 -7 -19 -1 23 22 -22 25 27 -2 -27 28 29 -24 right_child=1 -3 4 -5 -6 16 7 8 -10 -11 -12 12 13 -15 15 -17 -18 18 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0042777774198319825 0.022448397603794759 0.029574424467405543 -0.019312909674001934 0.028168075641039209 -0.0070580159408190069 -0.0084314521121543473 0.022929325671426141 -0.040105449225525593 0.0213886668747435 0.019837629781127599 -0.013241968709636207 -0.012491737975391937 0.02021354308687684 -0.0089896407465747119 0.0048098137346833355 0.023070580130040378 -0.0028278796702407272 0.026365827583941483 0.0041147208424394338 0.02301128463068064 0.018645769105083091 -0.0092726010537820119 0.0076464977435043418 -0.01439553864442676 0.014092035211556393 -0.00030533274279047801 0.022064753214849187 -0.018596205596418648 0.014255442109940694 -0.021054240829713633 leaf_weight=23.409744590520859 11.449529230594633 92.907110810279846 151.44610472023487 15.589639909565447 119.24910271912813 26.276695817708969 12.933785028755663 8.4805851429700869 9.5104722008109075 100.89665199816227 20.857542872428894 237.98852176219225 20.29898052662611 40.329675026237965 55.648490071296692 36.371645733714104 665.80911245942116 22.823979668319225 54.18280515819788 13.441522330045698 66.644473075866699 39.388411983847618 11.948317527770998 28.626851260662079 48.411032810807228 305.26385253667831 13.607371792197226 12.567329183220862 25.645680263638496 12.987415239214895 leaf_count=116 47 823 1071 66 627 118 59 39 75 507 96 1232 98 205 285 213 3037 99 227 69 284 163 50 119 211 1271 57 53 110 54 internal_value=-9.52997e-06 0.00798674 -0.00526515 -0.00317501 -0.0139143 -0.00361738 0.00554452 0.0123476 -0.00759829 0.0150119 0.000602759 -0.00809602 -0.00979557 0.000787829 0.0039909 0.0120275 -0.00166385 0.00583994 0.0107097 0.00567592 0.0027082 0.00693692 0.0105197 0.000144759 0.00566529 0.00140488 0.000649279 -0.000794814 0.00362807 -0.00730187 internal_weight=2304.99 914.147 1390.85 1120.15 270.695 1104.56 821.239 152.679 17.9911 134.688 33.7913 335.468 298.617 60.6287 668.56 92.0201 769.093 103.283 77.0068 36.8513 576.54 217.593 178.204 358.948 111.56 330.321 318.871 63.1487 50.5814 24.9357 internal_count=11481 4516 6965 5267 1698 5201 3693 776 114 662 155 1720 1535 303 2917 498 3481 444 326 185 2419 925 762 1494 478 1375 1328 267 214 104 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=0 9 24 10 13 16 14 9 23 17 8 12 8 21 6 18 18 13 24 15 6 12 2 15 17 18 13 23 28 16 split_gain=101.669 52.1119 26.6437 16.2431 10.7678 10.1674 8.93323 10.2875 16.0203 9.46188 8.25349 8.99003 11.9888 7.77979 7.25785 8.29716 7.15389 8.0683 7.9859 6.95441 6.79044 6.63131 6.57503 6.47502 6.42304 6.05851 5.89225 6.83371 5.94455 6.6424 threshold=35.500000000000007 79.072917938232436 5.0992562770843515 18.714653968811039 0.095454547554254546 3.0331866741180424 3.53981626033783 50.56439399719239 25.076250076293949 43942.386718750007 0.53078436851501476 2.0408329963684086 1.5324687361717226 24808.036132812504 1.0773502588272097 462.35348510742193 2458.634399414063 0.095454547554254546 1.9291923046112063 -0.072299651801586137 1.4708693623542788 37.488883972167976 58724.945312500007 -0.26201373338699335 60551.667968750007 4836.8608398437509 1.0416666865348818 1.0846666693687441 4.6673231124877939 2.4909358024597172 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 6 3 5 -4 10 19 8 21 13 22 -12 -13 -9 15 -7 17 -16 24 20 23 -8 -1 -2 -18 26 28 -28 29 -21 right_child=1 -3 4 -5 -6 14 7 9 -10 -11 11 12 -14 -15 16 -17 18 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0041569305121352271 0.0089439320759222077 0.029394425664154337 -0.018962693816385174 0.027323722030294536 -0.006867982330024492 -0.0021648581966003427 0.0057565734092827805 0.013786534236624633 -0.029530470408748673 0.028422820357282767 -0.012184539868295364 0.019466798206095402 -0.0087524171693800657 -0.01430414051551532 -0.004883696091724659 0.0059232282161629252 0.014482823239245645 -0.02468926430137067 -0.01408866267874429 0.003744263158306092 -0.027462707677912566 0.026278210683620292 0.022092573198801563 -0.015146824870550475 -0.011494233910281829 0.021166147637513961 0.030838758464373128 0.006457706585940963 0.015310960028658747 -0.0061189370306364826 leaf_weight=23.368226677179337 22.415009856224057 90.422773845493793 149.64337810128927 15.589239433407782 118.87792499363422 476.40072762966156 231.3114170730114 71.544056981801987 11.290989838540552 38.003098487854004 236.6890220567584 20.44306817650795 40.182346746325493 10.129661835730074 39.51321841776371 150.12210048735142 30.695179134607315 34.829307273030281 25.146893978118896 141.36351189017296 12.087214931845663 15.096472799777983 13.578327819705008 18.189308613538746 11.882774010300635 17.447660021483898 11.73522102832794 87.433078147470951 23.264941923320293 108.70686057209969 leaf_count=116 96 811 1071 66 627 2190 1001 359 57 262 1232 98 205 53 202 637 130 160 112 593 51 80 69 75 50 77 51 385 101 464 internal_value=-9.0351e-06 0.00778035 -0.00512221 -0.00308484 -0.0136082 -0.00351468 0.00539698 0.00878818 0.00541268 0.0160566 -0.00788258 -0.00954437 0.000763185 0.0103026 -0.00161507 -0.000226859 -0.00773715 -0.0141626 -0.000683894 0.00250581 -0.00772381 0.00701386 0.0054901 -0.00184788 0.00723307 0.00388807 0.00307878 0.00934287 0.000806117 -0.00054332 internal_weight=2297.4 910.441 1386.96 1118.44 268.521 1102.85 820.019 377.376 257.699 119.677 334.261 297.314 60.6254 81.6737 768.59 626.523 142.067 74.3425 67.7248 442.643 52.6915 246.408 36.9466 40.6043 42.578 389.951 372.504 99.1683 273.335 250.07 internal_count=11481 4516 6965 5267 1698 5201 3705 1812 1138 674 1720 1535 303 412 3481 2827 654 362 292 1893 222 1081 185 171 180 1671 1594 436 1158 1057 is_linear=0 shrinkage=0.03 Tree=58 num_leaves=31 num_cat=0 split_feature=0 5 7 24 16 7 2 13 13 11 15 24 9 15 0 14 11 8 19 12 28 8 5 11 22 8 21 16 19 24 split_gain=96.4782 39.0416 20.9393 19.4757 14.2091 9.18733 9.8304 12.0987 8.46864 7.97655 7.89402 7.23571 8.95502 7.33838 7.01694 6.86875 6.74643 6.58246 6.42316 6.18263 6.01327 8.48555 5.56532 5.4716 5.16585 6.58845 11.293 18.5933 11.5426 7.96782 threshold=68.500000000000014 19.833333015441898 84.916667938232436 8.3342347145080584 16.745480537414554 23.041666984558109 6989.7133789062509 6.6833331584930429 0.095454547554254546 33.250000000000007 -0.16843971610069272 0.12339078262448312 40.806249618530281 0.47958332300186163 89.500000000000014 17.921017646789554 -0.83333334326744068 0.59946590662002575 11219.483398437502 4.2029862403869638 0.57267853617668163 1.0579749345779421 27.583333015441898 13.833333492279055 35447.912109375007 2.6514656543731694 7333.9201660156259 10.539668560028078 17027.706054687504 0.29263226687908178 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 3 10 15 9 -6 7 -7 17 16 -2 13 -13 -12 -14 18 19 -5 -1 -3 21 -20 -21 -22 25 -18 27 -27 -28 -30 right_child=2 4 -4 8 5 6 -8 -9 -10 -11 11 12 14 -15 -16 -17 24 -19 20 22 23 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=-0.020075881901585553 0.036332446617616927 -0.012809135667555071 0.031506860448546142 -0.0041544519204673325 -0.013169777796436657 0.018706364885570512 0.02333514871128756 -0.013593922235231815 -0.0078774843060819017 0.012286582354095403 -0.020366950892606286 -0.0090861703172393209 0.01279898899843176 0.011485418035048321 0.032735333932516306 0.018550184050526577 -0.00059685531634671518 -0.022742158217673274 -0.00038167094500101106 -0.01559381993861317 -0.0054465095764915424 0.028126452233155595 0.0090967031172078505 0.010843549002547161 -0.012802168475505421 0.024991711332418048 -0.0084689133407381215 -0.010095841322424135 0.012119917808593807 -0.0035702561789744992 leaf_weight=23.252217844128609 11.345791526138781 65.915966659784317 72.462358862161636 20.607202611863613 11.658990547060965 23.072663903236389 55.238910362124443 19.057385921478271 100.55921040475368 49.858251422643661 12.675297275185587 14.263878688216208 95.298473171889782 13.382598772644995 19.068350039422512 11.757557377219198 550.68307830393314 102.10656573623419 52.656285300850868 11.470389083027838 602.79855439066887 11.438133433461187 28.960684716701508 19.146573677659035 24.14115983247757 50.643112242221832 68.435367777943611 18.578677475452423 85.30738553404808 44.232818737626076 leaf_count=109 70 285 706 131 48 102 248 82 538 218 57 76 537 65 175 50 2342 785 233 52 3074 51 124 77 102 216 293 79 365 191 internal_value=-8.61524e-06 -0.00210808 0.0180512 -0.00658939 0.00171381 0.011997 0.0150104 0.00409544 -0.0143317 0.000590664 0.0121788 0.0104072 0.0133275 -0.00400847 0.016123 -0.00419197 -2.42214e-05 -0.0196207 -0.00456896 -0.00714404 -0.00404337 0.00470582 0.00209194 -0.00494502 0.000875009 0.00127871 0.00514419 0.0155744 0.00149727 0.00676235 internal_weight=2290.07 2051.58 238.497 944.322 1107.25 109.028 97.369 42.13 223.273 998.227 166.034 154.689 128.631 26.0579 114.367 721.049 948.369 122.714 709.292 106.347 686.04 64.0944 40.4311 621.945 842.022 817.88 267.197 69.2218 197.976 129.54 internal_count=11481 9795 1686 5048 4747 480 432 184 1454 4267 980 910 788 122 712 3594 4049 916 3544 461 3435 284 176 3151 3588 3486 1144 295 849 556 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=0 0 24 7 16 15 13 16 8 6 15 21 7 24 27 20 12 8 1 21 25 1 13 8 2 13 14 13 2 3 split_gain=91.8779 37.1992 24.3315 20.7313 10.9199 8.90147 8.43013 7.94184 7.74239 7.69933 7.6758 7.38519 7.00187 6.88638 6.89978 6.83543 6.81028 9.55261 6.60491 6.67591 9.10638 6.59417 6.33359 6.27299 6.13635 5.96995 8.80473 8.04193 6.37268 7.0409 threshold=68.500000000000014 35.500000000000007 8.3342347145080584 84.916667938232436 3.0331866741180424 1.6702898144721987 0.095454547554254546 20.775485038757328 0.53078436851501476 1.0773502588272097 -0.16843971610069272 98887.679687500015 24.535714149475101 0.12339078262448312 2.5100978612899785 1324.3760375976565 2.0408329963684086 1.5324687361717226 -1.4999999999999998 3331.242553710938 1.3191249966621401 1.5000000000000002 1.0000000180025095e-35 0.59946590662002575 58724.945312500007 3.7638888359069829 3.4619132280349736 5.2613637447357187 15595.564941406252 1.247500002384186 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 2 4 10 8 12 23 9 24 15 -2 -11 -3 14 -12 -6 -10 22 -7 -20 -21 -8 -18 -4 -1 26 -22 -27 29 -29 right_child=3 5 6 -5 7 18 21 -9 16 11 13 -13 -14 -15 -16 -17 17 -19 19 20 25 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0039431272405241972 0.035977603761794361 -0.022214128059850156 -0.0040400049046320843 0.031322565599273683 -0.0020479163644117017 -0.012170359231468385 -0.0004558553175221812 0.015753594424378223 -0.01139951710411613 -0.0057371579688130937 0.0091300974752728595 -0.030020786585348885 0.001619489203397716 0.013034848226897072 -0.022183027500539021 0.0051581216436516163 -0.00064354122433911865 -0.0087515985788142788 -0.0040718224913078053 0.024950836186038994 -0.0041690044249949538 -0.015842079346332572 0.031221647204895574 -0.02219479043469964 0.021367773489107775 -0.0080687996677695495 0.023909443769475933 0.020758305254013197 0.019541438948213495 -0.0018754283224068919 leaf_weight=23.291512921452522 11.117422148585318 11.418467387557028 20.556030459702015 70.728282660245895 464.57684490084648 13.831481859087942 54.916037082672119 24.144033014774323 244.87634682655334 147.49225357919931 15.238059818744661 12.204012736678122 390.05413088202477 127.60069646686316 10.837499648332594 159.02478457987309 11.18334072083235 43.391363367438316 30.369217708706856 35.079610258340836 13.458696991205214 46.125163875520229 11.272347018122671 102.74683088064194 13.686044588685034 32.5013248026371 39.697466135025024 16.386597335338593 34.548097908496857 50.460735678672791 leaf_count=116 70 47 131 706 2130 60 302 101 1296 676 71 76 1632 788 51 695 57 227 126 160 57 240 53 796 69 137 170 69 157 215 internal_value=-8.0531e-06 -0.0020494 -0.00486302 0.0177365 -0.00310717 0.00376268 -0.0139038 -0.00119309 -0.0075521 -0.00171545 0.0119055 -0.00759292 0.000941626 0.010164 -0.00388423 -0.000210303 -0.00909642 -0.000531527 0.00801516 0.00912088 0.0109245 -0.00747964 0.0153522 -0.0191682 0.00542488 0.00829407 0.0168002 0.00491719 0.00907972 0.00367288 internal_weight=2282.81 2047.29 1379.49 235.522 1155.14 667.806 224.344 807.442 347.701 783.298 164.794 159.696 401.473 153.676 26.0756 623.602 310.723 65.8471 266.333 252.502 222.133 101.041 22.4557 123.303 36.9776 187.053 53.1562 133.897 101.395 66.8473 internal_count=11481 9795 6965 1686 5496 2830 1469 3678 1818 3577 980 752 1679 910 122 2825 1633 337 1151 1091 965 542 110 927 185 805 227 578 441 284 is_linear=0 shrinkage=0.03 Tree=60 num_leaves=31 num_cat=0 split_feature=0 18 5 24 7 20 21 21 22 21 13 22 18 16 6 15 21 12 20 8 19 26 27 10 19 18 14 2 18 15 split_gain=89.7558 34.1362 19.4523 15.1536 12.1995 11.5443 8.34856 9.22171 8.60742 7.98128 7.9657 8.23968 7.59467 7.13443 7.10098 10.1729 6.20589 5.94573 7.20939 8.52983 9.58918 5.75944 5.6704 9.50311 7.10443 8.68284 8.38686 6.94824 7.48126 8.88481 threshold=63.500000000000007 56.063261032104499 84.833332061767592 0.29263226687908178 40.041666030883796 29.372384071350101 4254.7170410156259 8133.0190429687509 7799.9724121093759 4353.9221191406259 -1.0000000180025095e-35 28502.013671875004 52521.531250000007 1.0320009589195254 0.64222851395607006 0.37638889253139501 47401.380859375007 24.259016036987308 1535.9219970703127 4.6563735008239755 11219.483398437502 0.15434631705284121 1.3133026361465456 1.1127795577049258 3198.125854492188 89.578887939453139 1.4161750078201296 3245.5959472656255 127.6025733947754 0.067424245178699507 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 3 6 5 9 -1 -2 -8 -9 21 11 -5 13 -11 -10 -16 17 18 19 20 22 -3 27 -24 25 -25 -26 28 29 -6 right_child=2 4 -4 10 16 -7 7 8 14 12 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31 leaf_value=0.018644812771973451 0.028381726864253453 -0.025817783323478671 0.02813131585973859 -0.023431295790958855 0.0082255373184292567 -0.010679414156840266 -0.0017804296575045994 0.021212710552461156 -0.012672031170536386 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23.987499818205833 33.578698307275772 20.443497583270073 leaf_count=116 109 90 833 714 55 106 252 374 73 187 1058 42 64 5448 70 221 138 83 378 104 242 81 52 52 53 72 167 101 137 83 internal_value=0.000151402 -0.00208709 0.0159376 -0.0111917 -0.000401652 0.00425122 0.0108803 0.0087409 0.0131524 -0.00183341 -0.0140157 -0.020992 -0.00140788 -0.00116099 0.00552395 0.0109501 0.00413767 0.00306696 0.002212 0.00469153 0.00301122 -0.0149773 -0.000260615 0.00488482 0.00117501 0.012807 -0.00551096 -0.00558297 -0.000661588 -0.0105737 internal_weight=2285.99 2002.09 283.898 312.731 1689.36 48.3462 200.671 178.813 125.988 1284.28 264.385 94.5966 1244.01 1230.36 64.7279 49.8595 405.079 373.984 355.807 266.095 242.375 40.2744 186.351 94.7501 82.215 30.0081 52.207 91.6006 67.6131 34.0344 internal_count=11555 9623 1932 2036 7587 222 1099 990 738 5870 1814 756 5699 5635 364 291 1717 1579 1496 1118 1014 171 772 396 344 124 220 376 275 138 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=0 18 9 24 7 19 13 22 21 17 21 18 15 16 16 22 1 27 27 10 18 10 22 10 15 16 22 22 16 19 split_gain=85.2983 32.416 19.5589 14.4397 11.4911 9.14551 7.75322 7.92942 7.73615 7.79787 7.54313 7.19497 6.79218 10.9713 6.75923 6.49839 6.49539 6.1141 6.0887 13.6221 6.40305 6.64048 10.1205 5.53261 5.43112 5.38337 6.19246 5.96936 10.1564 7.08605 threshold=63.500000000000007 56.063261032104499 79.072917938232436 0.29263226687908178 40.041666030883796 98399.101562500015 -1.0000000180025095e-35 28502.013671875004 4254.7170410156259 7274.0187988281259 4353.9221191406259 52521.531250000007 0.29217478632926946 3.9331965446472172 1.0320009589195254 1419.3002929687502 48.500000000000007 1.3435270786285403 4.7859840393066415 19.307160377502445 93.98746490478517 15.600162029266359 16016.482910156252 2.8729408979415898 1.6282894611358645 17.796769142150882 41028.876953125007 20124.336914062504 5.2005603313446054 94938.636718750015 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 3 8 5 10 23 7 -5 -2 -10 -3 14 -11 -14 -12 -15 17 -6 20 -20 -19 22 -22 -1 -17 27 -27 29 -29 -16 right_child=2 4 -4 6 16 -7 -8 -9 9 12 11 -13 13 15 25 24 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0053634809636119891 0.027523745272727652 -0.014580679739116652 0.027577851018266777 -0.023096983260566532 -0.0007829666725966051 0.016498796738324367 -0.0098823599449063288 0.010741845462872155 -0.002398611918200099 0.024480813805782396 -0.013651982204363526 -0.023093475996701352 -0.024353329057530092 0.030309497400839162 0.0012188536881315717 0.020606693035374459 0.023761144813855314 0.021413292766213753 -0.02776662636524619 0.014727868193492305 0.0056828302803052684 -0.012188122101949672 0.03310256798449969 -0.02410911806882898 0.0028569745596689513 0.012330273960705554 -0.010270878642112844 -0.015097242154700966 -0.0006343107523116892 -0.0048634000133703902 leaf_weight=11.275306090712549 21.134697958827019 40.132404282689095 85.651045419275761 86.541186101734638 179.43780967593193 25.455307900905609 168.81671384721994 6.7160367071628562 45.327137723565102 30.33630009740591 37.590469256043434 13.567506231367586 8.4904631897807104 13.744104675948618 713.75300794094801 21.671840861439705 14.462136030197142 29.909570679068565 13.569857597351076 13.587176591157911 124.44394494593143 15.78752990067005 13.421385720372198 11.660724967718123 54.610900305211544 52.133284986019135 13.7981865927577 70.562343947589397 114.78400868177414 227.28923331201077 leaf_count=50 108 171 836 714 747 121 1058 42 209 176 187 64 44 106 3156 139 67 124 57 60 532 71 59 51 314 222 61 388 526 1095 internal_value=0.000147531 -0.00202823 0.0156251 -0.0109374 -0.000389832 0.00411906 -0.0137175 -0.02066 0.0103835 0.00830372 -0.00177944 -0.00136629 0.0120685 0.0082464 -0.00112661 0.0113209 0.00401855 0.00328674 0.00675229 -0.00650583 0.00871376 0.0062417 0.00835218 -0.00962045 0.00789965 -0.000731721 0.00760029 -0.00121942 -0.00614043 -0.000250189 internal_weight=2279.66 1998.7 280.966 310.465 1688.23 48.3913 262.074 93.2572 195.315 174.181 1283.61 1243.48 128.854 98.5173 1229.91 90.0268 404.619 390.157 210.719 27.157 183.562 153.653 137.865 22.936 76.2827 1192.32 65.9315 1126.39 185.346 941.042 internal_count=11555 9623 1932 2036 7587 222 1814 756 1096 988 5870 5699 779 603 5635 559 1717 1650 903 117 786 662 591 101 453 5448 283 5165 914 4251 is_linear=0 shrinkage=0.03 Tree=62 num_leaves=31 num_cat=0 split_feature=0 18 9 24 7 20 13 20 21 2 21 18 27 16 1 27 27 10 18 10 22 16 22 15 16 28 22 16 28 21 split_gain=81.0552 30.771 19.2417 13.7612 10.8232 10.3285 7.54349 7.80587 7.40976 7.44627 7.14466 6.88503 6.34573 6.59177 6.18321 5.76101 5.73415 12.8003 6.02996 6.24821 9.62552 5.60001 5.96162 5.41251 14.009 5.2711 5.24119 10.2782 6.14553 5.85346 threshold=63.500000000000007 56.063261032104499 79.072917938232436 0.29263226687908178 40.041666030883796 29.372384071350101 -1.0000000180025095e-35 1.0000000180025095e-35 4254.7170410156259 8185.6689453125009 4862.2722167968759 52521.531250000007 2.1682395935058598 10.23700523376465 48.500000000000007 1.3435270786285403 4.7859840393066415 19.307160377502445 93.98746490478517 15.600162029266359 16016.482910156252 17.796769142150882 41028.876953125007 0.29217478632926946 3.7576845884323125 2.598326683044434 20124.336914062504 5.2005603313446054 28.281384468078617 33611.931640625007 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 3 8 5 10 -1 7 -5 -2 -10 -3 12 13 -12 15 -6 18 -18 -17 20 -20 26 -23 -11 -25 -4 28 -28 -14 -29 right_child=2 4 25 6 14 -7 -8 -9 9 23 11 -13 21 -15 -16 16 17 -19 19 -21 -22 22 -24 24 -26 -27 27 29 -30 -31 leaf_value=0.017513331734563677 0.027006769272570119 -0.011641760567270563 0.014517147684932289 -0.026161274484977671 -0.00075941930535695533 -0.010190520927495991 -0.0096408507480124986 -0.0072258266779572887 -0.00097684267136550693 0.024209205869326861 0.002166373565430188 -0.022539342898658634 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leaf_count=116 108 266 176 567 747 106 1058 189 256 160 366 64 3839 96 67 124 57 60 532 71 59 192 61 40 532 660 398 142 66 380 internal_value=0.000143715 -0.00197142 0.0153166 -0.0106863 -0.000378541 0.00398782 -0.013424 -0.0203311 0.0101309 0.00809632 -0.0017279 -0.00122212 -0.000983881 0.00588759 0.00390135 0.00318994 0.00655649 -0.00631411 0.00846117 0.00606097 0.00811444 -0.00167268 0.00730508 0.0123577 0.0088726 0.0273245 -0.00218456 -0.00675467 -0.00118977 -0.00114931 internal_weight=2273.09 1994.98 278.105 308.289 1686.69 48.4732 259.815 91.9465 194.226 173.33 1282.39 1220.14 1206.65 109.935 404.309 389.969 210.518 27.1379 183.38 153.499 137.655 1096.72 59.158 117.938 91.1376 83.8787 1037.56 185.476 852.082 113.789 internal_count=11555 9623 1932 2036 7587 222 1814 756 1096 988 5870 5604 5540 462 1717 1650 903 117 786 662 591 5078 253 732 572 836 4825 920 3905 522 is_linear=0 shrinkage=0.03 Tree=63 num_leaves=31 num_cat=0 split_feature=0 18 0 24 14 7 20 21 17 15 10 13 20 18 16 11 24 21 14 1 21 5 19 21 17 2 5 19 22 2 split_gain=77.0149 29.2129 18.9668 13.1096 11.1398 10.1941 9.69501 7.42841 7.85996 11.0757 8.06361 7.34183 7.64712 7.03997 7.02759 6.88185 6.64079 6.54861 6.27434 5.88617 5.51535 5.07658 4.97618 11.9766 5.40347 11.0531 6.88233 6.04608 5.65 8.60217 threshold=63.500000000000007 56.063261032104499 88.500000000000014 0.29263226687908178 53.037853240966804 40.041666030883796 29.372384071350101 4254.7170410156259 7274.0187988281259 0.29217478632926946 1.0924999713897707 -1.0000000180025095e-35 1.0000000180025095e-35 10670.736328125002 1.0320009589195254 -2.1666666269302364 49.800859451293952 4254.7170410156259 1.9756361842155459 48.500000000000007 47401.380859375007 65.833332061767592 92902.718750000015 83835.019531250015 15066.079589843752 13905.229003906252 31.833333015441898 16428.200195312504 5850.8679199218759 3267.404174804688 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 3 7 6 -4 14 -1 -2 21 10 -10 12 -5 18 -3 -14 17 -16 -11 20 -7 -9 23 24 25 28 27 -26 29 -19 right_child=2 5 4 11 -6 19 -8 8 9 13 -12 -13 15 -15 16 -17 -18 22 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.016924345500466939 0.02680400510070095 -0.014162194099191864 0.030706064934602356 -0.025863728830162452 -0.0092598270283048897 0.0020645793031596159 -0.0099085309336542447 0.014987878903881193 -0.00059707438753539826 -0.010216023172382396 0.032288660880322624 -0.0094042052339020406 -0.030293757583999246 -0.016364353298973427 -0.014030214438612843 0.0024089421973887584 -0.02221163460705056 0.02695008798372657 0.012825196962680566 0.022748469671124993 0.015442202112961947 -0.008421769512368232 -0.0045873520898266421 0.017257989500012904 0.012562451688563125 -0.023799832593089799 0.0077591379709270429 -0.0012059527217556415 -0.0073297595716493961 -0.00043587708481505476 leaf_weight=24.899490997195244 21.027089580893517 39.334260269999504 73.392584815621376 62.4553437307477 6.8638545200228682 359.71242980659008 23.609644368290901 10.985680565237997 8.6057582870125753 12.698921151459215 30.470867112278938 166.94452649354935 8.1444867029786128 11.183567725121973 34.024344280362129 20.044704549014568 13.496100924909113 10.9110731780529 65.492903836071491 14.21690548956394 30.054352626204491 34.583280295133591 235.76159226894379 35.980623617768288 30.738340631127357 22.334957286715508 120.19291377067566 433.81586752831936 113.15856377780437 191.43923825025558 leaf_count=116 108 196 793 567 65 1516 106 51 49 68 199 1058 56 58 145 133 79 46 382 67 134 159 1138 170 134 101 501 1994 507 859 internal_value=0.000139998 -0.0019162 0.0150124 -0.010442 0.027288 -0.000367557 0.00386465 0.00996139 0.00792629 0.0117238 0.0250463 -0.0131362 -0.0200097 0.00589888 -0.00167779 -0.0070396 -0.00128236 -0.00105241 0.00908314 0.00378771 0.00309611 -0.00277821 -0.000682699 0.000277654 -0.000384571 -0.00340507 0.00136056 -0.000294933 -0.00196132 0.00104082 internal_weight=2266.57 1991.27 275.305 306.098 80.2564 1685.17 48.5091 195.048 174.021 128.452 39.0766 257.589 90.6445 89.3754 1281.19 28.1892 1241.85 1228.36 78.1918 403.984 389.767 45.569 1194.33 958.572 922.591 337.844 584.747 464.554 315.509 202.35 internal_count=11555 9623 1932 2036 858 7587 222 1074 966 756 248 1814 756 508 5870 189 5674 5595 450 1717 1650 210 5450 4312 4142 1513 2629 2128 1412 905 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=0 18 9 24 7 20 13 22 16 15 22 16 18 21 1 27 27 10 18 10 22 18 22 18 20 12 16 20 5 10 split_gain=73.19 27.7305 18.7306 12.487 9.60125 9.10201 7.14388 7.55845 6.86739 7.61839 8.31338 6.66148 6.35889 6.18292 5.60366 5.37024 5.38917 12.0216 5.72717 5.87775 9.08149 5.1039 6.71248 6.47074 5.36595 5.06504 4.98277 5.48413 5.72959 4.84881 threshold=63.500000000000007 56.063261032104499 79.072917938232436 0.29263226687908178 40.041666030883796 29.372384071350101 -1.0000000180025095e-35 28502.013671875004 1.1846386194229128 1.2970588207244875 1419.3002929687502 1.0320009589195254 52521.531250000007 4254.7170410156259 48.500000000000007 1.3435270786285403 4.7859840393066415 19.307160377502445 93.98746490478517 15.600162029266359 16016.482910156252 123.80062484741212 712.52081298828136 83.719577789306655 204.22844696044925 13.946221828460695 30.619781494140629 1853.6525878906252 65.166667938232436 0.79308086633682262 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 3 8 5 11 -1 7 -5 -2 -10 -11 -3 13 -13 15 21 18 -18 -17 20 25 23 24 -6 -23 -20 27 -12 -29 -4 right_child=2 4 29 6 14 -7 -8 -9 9 10 26 12 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.016358904358270043 -0.013429872399837735 -0.013821822995279665 0.0071098605934309276 -0.022173385051481621 0.00013735997612804597 -0.0096340965315760436 -0.0091723608732334171 0.010984449256657263 0.017722378311354557 0.022661175424469545 -0.0070568761237155405 -0.013650430944805916 -0.021831840504974928 -0.00066207818725974761 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64 5465 67 124 57 60 482 71 59 47 413 74 112 50 54 63 190 743 internal_value=0.000136398 -0.00186261 0.0147164 -0.0102024 -0.00035697 0.00374566 -0.0128532 -0.0196921 0.00962265 0.0110192 0.0053685 -0.00162924 -0.00124506 -0.00102103 0.00367717 0.00300483 0.00625947 -0.00622857 0.00810767 0.00576569 0.00776373 -0.000807149 0.00203849 -0.00980402 0.0128186 0.00524928 0.000963396 0.00377577 0.0104 0.0268609 internal_weight=2260.07 1987.56 272.508 303.953 1683.61 48.5405 255.413 89.3696 191.985 181.019 98.2204 1279.95 1240.85 1227.49 403.663 389.568 210.146 27.0916 183.055 153.211 137.332 179.421 136.308 43.1132 37.6328 124.144 78.2796 68.7831 42.6826 80.5235 internal_count=11555 9623 1932 2036 7587 222 1814 756 1096 1047 569 5870 5674 5610 1717 1650 903 117 786 662 591 747 572 175 159 532 435 381 253 836 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=0 2 0 9 15 24 2 27 28 14 19 9 28 24 9 25 19 9 26 24 15 11 21 8 28 13 17 27 14 14 split_gain=75.5974 34.6827 21.3529 10.7614 10.2769 10.1322 8.02248 10.3307 8.15315 6.56822 6.21686 5.96913 8.17751 7.22679 7.1505 5.6086 5.43727 5.31726 6.51041 7.12496 6.64424 6.5082 5.94385 5.83915 5.40077 5.23212 5.21808 5.19188 5.09241 7.14918 threshold=62.500000000000007 70222.648437500015 88.500000000000014 40.422618865966804 -0.16843971610069272 34.288499832153327 52074.269531250007 15.667208194732668 20.968221664428714 12.546669483184816 4231.5966796875009 49.010416030883796 11.199306488037111 7.0258672237396249 17.042572021484379 5.4861249923706064 87668.316406250015 2.8775000572204594 0.86348682641983043 0.11394425854086877 2.4045455455780034 5.8333332538604745 58784.091796875007 0.56253641843795787 1.0183907151222231 -2.9583333730697627 20173.358398437504 19.840900421142582 1.6763248443603518 1.86271208524704 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 6 4 -4 -2 9 7 8 11 17 -6 12 13 25 -14 -16 -11 -3 19 -19 22 -22 -20 -24 -21 -1 -17 -9 -27 -30 right_child=2 5 3 -5 10 -7 -8 27 -10 16 -12 -13 14 -15 15 26 -18 18 20 24 21 -23 23 -25 -26 28 -28 -29 29 -31 leaf_value=-0.021259265226773228 0.031701908444588575 -0.003391531775973533 -0.018387249589955697 0.03049114579525462 0.022890344715046737 -0.019532407487046339 0.0076739084192924412 -0.017664462033061514 0.018548019461553822 -0.0069597456364956728 0.0054087395778174494 0.0057759439414480649 -0.03105587793348959 0.022801233793852228 -0.018946095130871612 0.017601140840394026 0.022142078306522494 -0.015876297461084508 0.0072508101819663186 -0.0022447672065586868 0.010521364702385985 -0.015849701261565031 0.0074182172919621623 -0.016157323429947721 0.017819714661844004 -0.0036199272452988986 -0.0089438188018519296 -0.0043213369172660906 0.018985317910731412 0.0010673134257955801 leaf_weight=10.336478665471075 17.05976939201355 203.00923575460911 4.2868189215660086 74.630109347403049 20.613782867789268 60.139086320996284 133.78814166784286 36.348415434360504 23.060742512345314 10.535409331321718 163.70910739898682 163.60035653412342 12.923883982002733 12.648025646805761 17.473347216844559 12.009701684117319 12.795880421996115 26.237976372241974 11.350136704742907 49.871086783707142 21.372463047504425 13.900762751698492 9.9257346540689451 199.43744684010744 15.930509082973002 223.62843585014343 14.975625321269034 94.424562193453312 20.791725039482117 555.04231283068657 leaf_count=46 115 1072 28 844 102 482 581 176 99 52 894 712 62 56 74 51 64 119 68 233 95 61 54 1290 82 1013 65 465 92 2353 internal_value=3.37117e-05 -0.0020448 0.0146089 0.027836 0.00942556 -0.00781664 0.000706613 -7.19469e-05 0.000903877 -0.00658994 0.0073638 0.000513925 -0.000464523 0.000299433 -0.0114141 -0.00570432 0.00900094 -0.00725008 -0.00950083 -0.00265792 -0.0119612 0.000128838 -0.0138933 -0.0150396 0.00261283 -5.20166e-05 0.0028699 -0.00803007 0.000222178 0.00171428 internal_weight=2245.86 1965.56 280.3 78.9169 201.383 634.506 1331.05 1197.26 1066.49 574.367 184.323 1043.43 879.83 822.447 57.3826 44.4587 23.3313 551.035 348.026 92.0396 255.987 35.2732 220.713 209.363 65.8016 809.799 26.9853 130.773 799.462 575.834 internal_count=11500 9517 1983 872 1111 3672 5845 5264 4623 3190 996 4524 3812 3560 252 190 116 3074 2002 434 1568 156 1412 1344 315 3504 116 641 3458 2445 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=0 2 0 9 15 24 2 27 28 14 19 9 28 10 22 0 13 24 22 10 0 9 20 6 2 10 8 8 8 16 split_gain=71.7849 32.8077 21.0557 11.2085 9.95636 9.76946 7.54073 9.74378 7.66984 6.19924 5.93473 5.62439 7.71676 10.7084 7.67688 8.99691 6.74129 6.13087 8.73823 7.23703 6.36643 7.0072 5.81575 12.9751 8.99188 5.77549 5.77408 10.7618 5.64255 7.73959 threshold=62.500000000000007 70222.648437500015 88.500000000000014 40.010416030883796 -0.16843971610069272 34.288499832153327 52074.269531250007 15.667208194732668 20.968221664428714 12.546669483184816 4231.5966796875009 49.010416030883796 11.199306488037111 8.4616360664367694 768.33044433593761 24.500000000000004 -2.9583333730697627 7.0258672237396249 5453.5458984375009 6.249209165573121 43.500000000000007 42.878572463989265 1155.9315185546877 1.0773502588272097 12839.626464843752 12.401145458221437 0.99531692266464245 1.2921670079231264 0.71242365241050731 9.4684839248657244 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 6 4 -4 -2 9 7 8 11 -3 -6 12 14 -14 15 -1 -16 18 19 22 -21 -22 23 -18 -24 -13 -26 -28 -17 -30 right_child=2 5 3 -5 10 -7 -8 -9 -10 -11 -12 25 13 -15 16 28 17 -19 -20 20 21 -23 24 -25 26 -27 27 -29 29 -31 leaf_value=-0.020319696570915168 0.031326955049653098 -0.0070597789446034693 -0.020645929402671986 0.030336519987275015 0.022412739178504615 -0.01920324194224381 0.0074369185447913082 -0.0078094995845585597 0.017988787602708778 0.0087233990235220816 0.005259833920829125 0.0036923917423404536 -0.033993854422311343 -0.0037459639460864914 -0.02179604070615172 0.0076894586115166452 0.0039166268488694351 0.023429364443259795 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internal_value=3.28372e-05 -0.00198747 0.0143108 0.0276282 0.00918542 -0.00761725 0.000685606 -6.99875e-05 0.000877011 -0.00641587 0.0071667 0.000498605 -0.000450868 -0.0111026 0.000290397 -0.00511084 0.00184589 0.00224782 0.00183289 0.0041038 0.0133118 0.0217221 0.0024912 0.00983131 0.000580806 0.00561023 0.00417154 0.00629904 -0.00221543 -0.00553456 internal_weight=2239.71 1962.08 277.631 77.1559 200.475 631.685 1330.39 1196.48 1066.04 572.338 183.724 1042.98 879.597 57.2294 822.367 183.877 638.49 627.817 615.754 438.641 65.371 36.1769 373.27 77.0868 296.183 163.383 201.228 171.219 154.47 115.699 internal_count=11500 9517 1983 872 1111 3672 5845 5264 4623 3190 996 4524 3812 252 3560 808 2752 2704 2651 1884 277 155 1607 338 1269 712 860 724 664 495 is_linear=0 shrinkage=0.03 Tree=67 num_leaves=31 num_cat=0 split_feature=0 2 0 9 15 24 2 27 28 14 19 10 13 26 9 28 10 22 0 13 22 24 22 10 10 2 17 15 2 10 split_gain=68.1582 31.0106 20.7532 12.7115 9.64536 9.42178 7.08822 9.19082 7.21614 5.84768 5.66546 5.4753 8.49912 7.45266 5.30049 7.28537 10.2672 7.23238 8.56734 6.3662 5.82225 6.00922 6.9314 7.95777 6.82049 7.07719 6.55252 5.99053 5.75137 5.48603 threshold=62.500000000000007 70222.648437500015 88.500000000000014 38.677083969116218 -0.16843971610069272 34.288499832153327 52074.269531250007 15.667208194732668 20.968221664428714 12.546669483184816 4231.5966796875009 0.70824542641639721 1.4226190447807314 26.111692428588871 49.010416030883796 11.199306488037111 8.4616360664367694 768.33044433593761 24.500000000000004 -2.9583333730697627 854.36755371093761 7.0258672237396249 5453.5458984375009 5.3034052848815927 4.1412065029144296 12839.626464843752 11209.479003906252 0.091966174542903914 13905.229003906252 12.401145458221437 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 6 4 -4 -2 9 7 8 14 11 -6 12 13 -3 15 17 -17 18 -1 -19 -21 22 23 24 25 26 -22 -25 -27 -16 right_child=2 5 3 -5 10 -7 -8 -9 -10 -11 -12 -13 -14 -15 29 16 -18 19 -20 20 21 -23 -24 27 -26 28 -28 -29 -30 -31 leaf_value=-0.019879412562630365 0.030958450309724883 -0.0096453668898681608 -0.026906220271247901 0.030213802865484463 0.02194524428824363 -0.018877107536649548 0.0072076193349883038 -0.0075955222199138566 0.017448871317159029 0.0084475695007286949 0.0051147219723979556 -0.0080537452518555635 0.027404177846643538 0.012931705770849306 0.0035846556702914039 -0.033392494167819982 -0.0036341073221115338 -0.02123355952199394 -0.0021496124429319537 0.020595646517226181 -0.00074362625048712057 0.022663395534887984 -0.003679202971771225 -0.003605186813779626 -0.02002678227677341 0.025395431763647482 -0.020539637595919539 0.016581399545553027 0.0040898796426178793 0.021674493431780944 leaf_weight=29.16085883975029 16.446240484714508 45.780949756503105 3.6865851134061804 71.746726557612419 20.236540913581848 58.572913929820061 134.0213870331645 130.0966122969985 23.064579695463181 23.388171158730984 162.90092006325722 473.58428326249123 9.3870567828416807 18.46678701788187 146.32939152419567 13.747046649456022 43.304388627409935 10.628040507435797 154.43031699955463 15.081058219075201 85.029689908027649 12.09518903493881 177.034573122859 16.982228085398674 12.812785327434538 12.031278342008589 18.284588798880577 59.891413509845734 218.45113305747509 16.822574272751808 leaf_count=144 115 264 23 849 102 482 581 641 99 116 894 2651 40 119 637 67 185 48 664 65 368 53 767 72 54 52 81 254 938 75 internal_value=3.21146e-05 -0.00193173 0.0140173 0.0274222 0.00895083 -0.0074188 0.000665391 -6.81615e-05 0.000851198 -0.00624261 0.00697448 -0.00687047 0.000739835 -0.00315602 0.000483851 -0.000437938 -0.0108047 0.000281646 -0.00496574 0.00179087 0.00218072 0.00172739 0.00130571 0.00338963 0.0014529 0.0022774 -0.00424713 0.012122 0.00520204 0.0054499 internal_weight=2233.5 1958.48 275.017 75.4333 199.584 629.18 1329.3 1195.28 1065.18 570.607 183.137 547.219 73.6348 64.2477 1042.12 878.965 57.0514 821.913 183.591 638.322 627.694 612.613 600.518 423.483 346.609 333.797 103.314 76.8736 230.482 163.152 internal_count=11500 9517 1983 872 1111 3672 5845 5264 4623 3190 996 3074 423 383 4524 3812 252 3560 808 2752 2704 2639 2586 1819 1493 1439 449 326 990 712 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=7 3 2 24 14 23 16 28 16 20 21 28 16 13 18 13 14 25 10 8 13 15 18 10 15 15 7 7 13 9 split_gain=63.9119 35.0848 26.1848 10.3862 7.83622 8.16264 6.85959 9.44125 7.94269 9.81294 7.81206 8.36637 7.8665 6.71247 6.37159 11.3319 8.27511 9.4024 7.60728 6.44645 6.19987 6.0953 5.94619 5.94391 5.70034 5.41238 8.21021 6.48478 6.43213 8.90726 threshold=49.522727966308601 7.7119998931884775 98141.367187500015 34.288499832153327 1.6151115298271181 26.77783298492432 16.745480537414554 5.5405051708221444 14.087940216064455 2426.7900390625005 38201.373046875007 8.2380204200744647 9.1247639656066912 -0.42261904478073115 527.72836303710949 3.6181818246841435 10.925191879272463 2.5465832948684697 1.7381182312965395 1.2758111357688906 -0.59166666865348805 0.60208335518836986 1514.0806884765627 2.7521347999572758 0.060661764815449722 2.6770833730697636 2.8452380895614628 4.7638888359069833 0.84523808956146251 5.6770832538604745 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 13 4 25 -1 6 7 8 14 -10 12 -12 -9 -2 18 19 22 -18 24 -16 -20 -14 -17 -21 -6 26 -4 -28 29 -29 right_child=1 -3 3 -5 5 -7 -8 10 9 -11 11 -13 21 -15 15 16 17 -19 20 23 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0044149597599208263 0.019090831562004622 0.030231891978368886 -0.0027952567469429401 -0.020305114087442296 0.0022514428642372943 -0.012643173904421476 0.0095857780874953665 -0.019237331114647958 0.0065116636659877771 -0.030936489965817229 0.02650404587269431 -0.0021804496835614181 0.016512351259764961 0.0053692994311978137 0.021506535960854233 -0.026936849354773067 0.028410924794401306 -0.0065813536439379271 -0.011642486283015658 -0.0013345273149605347 0.003430009307975402 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-8.01126e-05 0.0012202 0.00177076 0.000917409 0.00267072 -0.0137802 -0.0048894 0.000526118 -0.0115969 0.00670146 0.00334857 0.00679863 -0.0035791 0.00907986 0.000648872 0.0104347 0.00212741 -0.000879931 -0.0119685 0.0078166 -0.0127579 -0.00657429 -0.00735685 -0.0108838 -0.0080309 -0.00547653 internal_weight=2227.41 433.588 1793.82 542.615 1251.21 962.492 925.728 834.595 641.04 25.3686 193.556 107.092 86.4638 366.032 615.671 270.275 70.1274 27.9512 345.396 200.148 311.088 35.9865 42.1762 161.871 34.3077 487.421 459.278 259.011 190.279 156.677 internal_count=11500 2655 8845 3297 5548 4199 4010 3613 2716 108 897 500 397 1839 2608 1146 291 117 1462 855 1316 154 174 692 146 2828 2686 1614 1154 984 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=0 2 0 9 15 24 2 27 16 14 19 10 13 26 12 15 10 8 22 10 27 21 9 24 15 16 12 15 2 13 split_gain=61.9306 27.8103 19.9952 12.1233 9.23661 8.68871 6.53625 8.43256 5.9728 5.45827 5.41716 5.16096 7.89826 6.96778 5.09137 5.89313 6.17767 6.26136 5.7852 9.8932 7.23103 12.8511 8.96006 6.64919 6.48007 5.61607 9.93364 6.22903 5.30609 7.51219 threshold=62.500000000000007 70222.648437500015 88.500000000000014 38.677083969116218 -0.16843971610069272 34.288499832153327 52074.269531250007 15.667208194732668 20.775485038757328 12.546669483184816 4231.5966796875009 0.70824542641639721 1.4226190447807314 26.111692428588871 0.64222851395607006 -0.02105496451258659 5.9515972137451181 1.815964460372925 5453.5458984375009 7.1355137825012216 10.644418716430666 36009.820312500007 49.010416030883796 0.30986197292804724 -0.41565039753913874 8.918981075286867 4.9413151741027841 0.78647416830062877 16341.812500000002 -0.087121214717626558 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 6 4 -4 -2 9 7 8 14 11 -6 12 13 -3 15 -1 17 -17 19 28 22 23 24 -22 -20 27 -27 -21 -16 -30 right_child=2 5 3 -5 10 -7 -8 -9 -10 -11 -12 -13 -14 -15 18 16 -18 -19 20 25 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.027227274656292665 0.030425352113449003 -0.0092588271795207532 -0.025497732468062143 0.029894439406851155 0.021375381582559912 -0.018217897819835134 0.0069041634397349035 -0.0073099895204209583 0.010530460909719023 0.0082611827237651109 0.004828748503795245 -0.0076983719462278971 0.026471196298763416 0.012550255051587451 -0.0008472295447785657 -0.0010920950025967305 0.0088835841935874012 -0.021715111859805427 0.013497022905664239 0.01037377771720408 0.013865130025563914 0.029640334060249914 0.010372036751480473 -0.01397104097367247 -0.0099261222001752903 -0.013592719877021606 0.020807457559815688 0.036337477224805896 -0.011629967322630965 0.0068873941197397258 leaf_weight=10.866590559482573 15.992910496890543 45.402014166116714 3.751101739704608 68.381612658500671 20.004698127508163 57.02931010723114 134.03191809356213 129.53102995455265 53.86794102191925 23.375965222716331 162.10346791148186 470.35497353971004 9.4392520189285261 18.579965807497501 400.01252046227455 33.634642347693443 24.448243960738182 21.861739292740822 11.422789618372915 18.505361914634705 12.460744470357893 15.673399493098257 26.910687118768692 20.312998615205288 153.15293733775616 14.585842028260233 15.672869876027105 15.104030117392538 21.960170149803162 193.0701998770237 leaf_count=49 115 264 23 849 102 482 581 641 239 116 894 2651 40 119 1743 146 104 93 50 78 56 66 116 102 657 62 69 66 101 826 internal_value=3.05058e-05 -0.00183356 0.0134903 0.0270139 0.00856611 -0.00705584 0.000622683 -8.3e-05 0.000797206 -0.00593346 0.00664641 -0.00654366 0.000853734 -0.00292561 0.000277909 -0.00649856 -0.00368098 -0.00921614 0.000947641 0.00236278 -0.0030566 0.00729746 -0.00567624 -0.00338759 -0.00830038 0.0136009 0.00422527 0.0220418 0.00119577 0.00499629 internal_weight=2221.5 1951.27 270.234 72.1327 198.101 624.181 1327.09 1193.05 1063.52 567.152 182.108 543.776 73.4212 63.982 1009.66 90.8112 79.9446 55.4964 918.845 678.911 239.934 48.4471 191.486 32.7737 164.576 63.8681 30.2587 33.6094 615.043 215.03 internal_count=11500 9517 1983 872 1111 3672 5845 5264 4623 3190 996 3074 423 383 4384 392 343 239 3992 2945 1047 224 823 158 707 275 131 144 2670 927 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=0 7 24 17 8 12 16 15 27 20 21 10 27 14 3 15 13 9 10 15 16 24 1 22 8 18 20 20 14 16 split_gain=64.8475 29.8339 13.5945 10.1424 9.57693 8.48083 7.38512 7.00626 6.86885 6.09138 8.92704 8.6793 8.6335 5.91255 7.59791 13.4872 10.2792 9.7853 5.82426 5.75958 5.58033 5.0343 7.31067 5.02163 7.3144 5.63757 6.37513 6.46496 4.90052 6.50007 threshold=88.500000000000014 32.348484039306648 49.800859451293952 94466.441406250015 0.56253641843795787 53.871601104736335 2.7902500629425053 0.62063494324684154 2.2578499317169194 35561.404296875007 39317.078125000007 13.534621238708498 12.589208126068117 3.4619132280349736 1.1510000228881838 4.8875000476837167 5.6833331584930429 55.521429061889656 2.2219021320343022 1.6702898144721987 21.403767585754398 0.056832157075405128 1.0000000180025095e-35 1124.2163696289065 3.9766635894775395 3656.4443359375005 2426.7900390625005 8395.9067382812518 12.38165330886841 9.1247639656066912 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 2 3 8 -5 -2 7 -6 -1 10 12 -12 -10 -3 19 17 -17 23 -8 -15 -11 -18 -23 -16 -25 26 -26 -28 29 -20 right_child=5 13 -4 4 6 -7 18 -9 9 20 11 -13 -14 14 15 16 21 -19 28 -21 -22 22 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.016856529006382404 0.031506972121796921 0.0013162297363990614 -0.029855554026014849 0.010746289330028231 -0.01657179850816248 -0.010672852907766539 0.017329925382127916 -0.0015154365405695563 -0.0015746294857775036 -0.016428072402989796 0.0023969543219319166 0.024201382361117487 -0.015026160752023286 -0.015559518180667507 0.020027887725933249 -0.02565744699944375 0.016111414693399873 0.024975664905702036 -0.0058852981623776501 0.0051999124188129575 0.0044781441793867519 -0.024981390918754006 0.0038050239380274875 -0.013217017777045882 0.015565813062133154 0.020722701088771767 -0.017453967256754042 0.0082455548330730277 0.014203924021531641 -0.030570419257386718 leaf_weight=25.553471848368645 62.996724285185337 486.05837543308735 17.97298177331686 26.050504676997662 123.8055412247777 4.60364906489849 9.9434158504009229 35.875897094607353 394.74298708885908 40.73307067155838 282.30531399697065 17.445313721895218 48.184095658361912 22.196185886859894 29.321924135088921 13.176962062716482 19.637041121721268 47.198813490569592 283.29180590808392 26.257198378443718 16.006207942962646 9.8488966673612577 40.968177065253258 15.255533412098883 25.855452388525009 26.921021178364754 16.879231698811054 18.427195221185684 10.4304221868515 9.9371736720204336 leaf_count=111 801 2161 124 157 946 44 62 206 1782 197 1317 73 255 94 126 61 91 291 1540 113 67 50 210 65 122 119 78 86 61 67 internal_value=-0.000294999 -0.00120873 -0.00393973 -0.00358801 -0.0069626 0.0286345 -0.00793734 -0.0131891 -0.00154545 -0.00105603 -0.000332206 0.00366596 -0.00303796 0.00338494 0.00660833 0.00861609 -0.00133755 0.0132443 -0.00526325 -0.00430985 -0.0105304 0.00321097 -0.00177409 0.00907049 0.00596136 0.00928296 0.00424765 -0.00404083 -0.00600307 -0.00672185 internal_weight=2207.88 2140.28 1342.28 1324.31 499.335 67.6004 473.284 159.681 824.97 799.417 742.678 299.751 442.927 798.002 311.944 263.49 83.6311 179.859 313.603 48.4534 56.7393 70.4541 50.8171 132.66 103.338 88.0829 61.1619 35.3064 303.659 293.229 internal_count=11477 10632 6965 6841 3039 845 2882 1152 3802 3691 3427 1390 2037 3667 1506 1299 412 887 1730 207 264 351 260 596 470 405 286 164 1668 1607 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=0 7 24 19 8 12 14 19 15 1 8 6 14 3 15 13 9 15 27 20 25 17 7 11 9 7 9 15 2 25 split_gain=62.458 28.1303 13.0474 10.9177 8.76597 8.31432 7.55313 8.19704 6.91172 8.89584 7.63219 6.47879 5.59233 7.17767 12.7853 9.6035 9.4853 5.40553 5.37912 5.78453 6.34597 5.87297 5.33851 8.76112 5.29105 7.00037 5.83397 5.27891 5.18965 7.06267 threshold=88.500000000000014 32.348484039306648 49.800859451293952 94938.636718750015 0.56253641843795787 53.871601104736335 1.0045250058174136 83209.484375000015 0.33687943220138555 -4.4999999999999991 0.83575356006622326 0.64222851395607006 3.4619132280349736 1.1510000228881838 4.8875000476837167 5.6833331584930429 55.521429061889656 1.6702898144721987 2.2578499317169194 36004.306640625007 10.681666374206545 14345.463867187502 3.2613636255264287 0.58333334326744091 1.6711711287498476 4.7638888359069833 5.8923611640930185 2.9302884340286259 17830.626953125004 25.3216667175293 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 2 3 6 -5 -2 -1 18 9 -6 -10 -9 -3 17 16 -16 -15 -14 -8 -20 -21 -22 -12 -24 -11 -26 -27 -25 -23 -30 right_child=5 12 -4 4 8 -7 7 11 10 24 22 -13 13 14 15 -17 -18 -19 19 20 21 28 23 27 25 26 -28 -29 29 -31 leaf_value=-0.01910611007402728 0.031379380591232263 0.0012769357336262317 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683.49022936820984 9.5834814757108671 12.304898113012312 15.527325540781019 17.913767337799072 50.817594282329082 51.502947226166725 8.1507884636521322 84.870567537844181 24.193394720554352 10.723707892000677 9.5150932893156988 leaf_count=106 801 2161 124 152 93 44 109 99 77 249 692 226 94 596 61 351 291 113 3147 44 58 69 103 271 456 67 608 110 53 52 internal_value=-0.000286638 -0.00117465 -0.00383015 -0.00348755 -0.00715204 0.0284524 -0.00145891 -0.00100615 -0.00812512 -0.0122841 -0.00476995 0.00935724 0.00328753 0.00642789 0.00838551 -0.00129574 0.0129105 -0.00417755 -0.00186433 -0.00140337 -0.0105288 -0.00608481 -0.00611669 -0.0116812 -0.0141976 -0.0168145 -0.0119016 -0.0161828 6.57038e-05 -0.00994375 internal_weight=2202.62 2136.6 1339.47 1321.77 470.988 66.0191 850.784 829.501 445.788 199.051 246.737 63.4373 797.135 311.149 262.665 83.6646 179 48.4844 766.064 741.145 57.6545 48.071 231.645 92.9248 182.442 144.524 93.0214 75.011 35.7661 20.2388 internal_count=11477 10632 6965 6841 2878 845 3963 3857 2726 1473 1253 325 3667 1506 1299 412 887 207 3532 3423 276 232 1176 484 1380 1131 675 381 174 105 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=0 7 24 19 8 12 14 21 28 19 5 15 1 9 5 6 12 5 13 7 9 14 1 8 26 17 12 7 23 1 split_gain=60.1585 26.5239 12.5212 10.3577 8.27591 8.15347 7.17192 7.6975 7.77384 6.63287 7.08875 7.60577 8.9427 6.12403 5.92246 7.08971 7.39934 6.7896 5.89687 5.8332 6.17317 5.7486 5.70919 5.65227 5.52954 5.18284 5.12012 7.46091 9.5992 8.20091 threshold=88.500000000000014 32.348484039306648 49.800859451293952 94938.636718750015 0.56253641843795787 53.871601104736335 1.0045250058174136 83835.019531250015 10.545944213867189 96724.863281250015 23.166666984558109 0.33687943220138555 -4.4999999999999991 1.6711711287498476 52.833333969116218 3.0275251865386967 21.94690036773682 33.833333969116218 -0.73863637447357167 4.7638888359069833 5.8923611640930185 3.243680596351624 1.5000000000000002 0.83575356006622326 26.111692428588871 3152.694946289063 1.8660253882408144 40.541666030883796 1.1903333663940432 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 2 3 6 -5 -2 -1 25 -9 -6 11 12 -11 -14 17 -16 -17 18 -3 -15 -21 -20 -22 -13 -10 -8 -19 29 -29 -28 right_child=5 14 -4 4 9 -7 7 8 24 10 -12 23 13 19 15 16 -18 26 21 20 22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.01868166297223546 0.031253812452013079 -0.0057086642356666299 -0.028988025213456316 0.0097050294109664818 -0.029267901957716082 -0.0098886522761085036 -0.024294140806880759 0.022222152097967893 -0.020151674472308419 0.0091625826008879616 0.011734022568537077 0.013522171430085021 -0.0041074239096369975 -0.025850712446412866 0.004408145022479713 0.022509050283105909 -0.0071349320797448011 0.0020176593020761707 0.0062453501423865732 0.011867973767090338 -0.019718655550411635 0.030418808503021463 0.002349220004285999 -0.0056960290528851589 0.0091183535606085084 -0.0014463086959906593 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0.00614008 0.0167711 0.000921571 0.0115195 -0.0178483 -0.0127201 0.0178666 -0.0156183 -0.00448204 -0.00134935 -0.0017115 -0.000360498 -0.00519023 0.00107548 -0.0132863 internal_weight=2197.48 2133 1336.72 1319.3 468.925 64.4754 850.372 829.257 50.3698 443.585 430.859 413.927 181.183 165.749 796.28 346.548 48.5481 449.733 48.5344 127.928 77.965 35.4676 69.7442 232.744 25.2853 778.887 401.198 132.371 74.6202 57.7504 internal_count=11477 10632 6965 6841 2878 845 3963 3857 255 2726 2660 2582 1391 1304 3667 1779 290 1888 209 1055 603 152 536 1191 139 3602 1679 562 320 242 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=0 7 24 19 12 8 16 19 15 1 8 5 6 12 5 27 13 5 5 22 9 25 22 10 21 25 15 28 16 7 split_gain=57.9445 25.0092 12.0154 9.8279 7.99795 7.81417 6.51544 8.06403 6.38147 8.06037 6.77043 5.59929 6.77845 7.08514 6.39525 5.59886 5.55587 5.46933 6.63933 8.4897 6.70796 5.1811 5.10733 5.55079 5.09289 6.94169 8.9353 6.29979 6.4356 5.06526 threshold=88.500000000000014 32.348484039306648 49.800859451293952 94938.636718750015 53.871601104736335 0.56253641843795787 1.0175249576568606 79843.476562500015 0.33687943220138555 -4.4999999999999991 0.83575356006622326 52.833333969116218 3.0275251865386967 21.94690036773682 33.833333969116218 2.2578499317169194 -0.73863637447357167 3.1666666269302373 4.4166667461395273 12608.403808593752 13.274305343627931 2.0322083234786992 20124.336914062504 8.6916947364807147 44295.632812500007 15.671610832214357 -0.0863354057073593 7.0322167873382577 1.5498082637786867 3.2613636255264287 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 2 3 6 -2 -5 -1 15 9 -7 -10 14 -13 -14 16 -8 -3 -17 19 -19 24 -18 -9 -24 25 26 -20 28 -28 -12 right_child=4 11 -4 5 -6 8 7 22 10 -11 29 12 13 -15 -16 17 21 18 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.016903662791642401 0.031130123545097119 -0.005540098622013232 -0.028562927152649194 0.0093628404795727243 -0.0095228366946902062 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13.721873864531519 11.427009560167788 77.853354595601559 15.731633543968199 15.419189885258673 18.183631613850594 48.368026301264763 92.159460753202438 leaf_count=124 801 57 124 152 44 93 105 260 77 1380 692 1489 238 52 1679 89 71 70 65 90 2147 81 75 60 386 90 84 97 221 484 internal_value=-0.000271034 -0.00110978 -0.00362008 -0.00329509 0.028091 -0.00679213 -0.00137438 -0.000930151 -0.0077246 -0.0117659 -0.00450477 0.0031012 0.0059724 0.0164204 0.000894191 -0.00189118 0.0111851 -0.00141914 -0.00105921 0.0126201 -0.00167421 0.0173508 0.00820859 -0.00294121 -0.00650837 -0.0106839 -0.00758506 -0.00409272 0.00034774 -0.00578691 internal_weight=2192.25 2129.28 1334.02 1316.86 62.9685 466.857 850.008 826.369 441.38 195.724 245.656 795.257 345.622 48.1073 449.636 747.737 48.4884 723.806 710.275 30.5591 679.716 35.4279 78.6316 25.1489 187.193 109.34 93.6082 81.9708 63.7872 230.387 internal_count=11477 10632 6965 6841 845 2878 3963 3839 2726 1473 1253 3667 1779 290 1888 3444 209 3339 3250 160 3090 152 395 135 943 557 467 402 305 1176 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=0 5 11 5 12 8 11 13 9 6 15 13 14 12 2 9 8 5 20 17 5 14 13 20 9 6 22 8 21 10 split_gain=55.8127 23.7657 10.1216 9.05903 7.84744 7.22626 7.97148 8.26128 9.22214 6.85058 7.68007 6.63021 8.91967 6.99678 6.33565 7.05576 7.9748 6.12434 5.84627 4.96617 8.14248 5.3686 6.50071 7.30929 5.31055 5.08673 4.95639 8.99917 8.34718 10.0614 threshold=88.500000000000014 20.833333015441898 -0.83333334326744068 51.833333969116218 53.871601104736335 0.56253641843795787 13.833333492279055 -0.91287881135940541 15.016129016876222 3.0275251865386967 3.8377192020416264 -0.087121214717626558 2.5604796409606938 2.0408329963684086 58724.945312500007 3.3786764144897465 0.52463960647583019 15.166666507720949 1.0000000180025095e-35 11370.489746093752 53.833333969116218 19.383294105529789 -0.27922078967094416 848.89355468750011 70.916667938232436 1.4708693623542788 5692.9716796875009 9.194242477416994 37703.982421875007 1.0700509548187258 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 2 18 26 -2 14 7 8 -7 19 -11 12 17 -14 -4 16 -16 -9 -1 25 -21 22 -22 -24 -25 -5 27 -3 -28 -30 right_child=4 3 5 9 -6 6 -8 11 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 28 -29 29 -31 leaf_value=-0.025699278912663142 0.031008171340185135 0.00077119865033206474 -0.0056986682987532379 0.0032235619212835783 -0.0091731981282218485 0.033045441805828378 0.011090903659461681 -0.027726837892331369 -0.0025772246593206817 0.023537540303686825 -0.0023258665036281338 -0.0045228078527599766 0.018403762858522951 -0.014404904788780223 -0.015977655661505403 0.026871398370457066 0.023222157957112997 0.0035593035560846837 -0.0093658175968133993 0.030993853135221384 0.025699779756906415 0.024406811657639135 -0.024172593380899249 0.00012766244575683827 0.017087295982026875 -0.0095964582637449655 -0.008081571820415882 0.016951212356285269 -0.026353533545428885 0.0037587973342840739 leaf_weight=24.325961165130138 56.758240759372711 474.60037057101727 23.799203336238861 140.30179224908352 4.7397200018167487 10.709580190479757 29.444709256291389 35.590657666325569 16.802359133958817 35.438282430171967 14.586379297077654 628.73677702248096 10.555810019373896 13.122908607125281 10.738479442894461 19.159668892621994 8.2664030939340574 6.6895858496427527 104.2231722921133 12.87552163004875 11.103597477078436 12.763741984963415 9.0738155916333181 72.332215860486031 21.572774358093739 34.755202293395996 149.78950275480747 33.095006301999092 10.697300240397452 150.29631128907204 leaf_count=242 801 2026 119 631 44 65 119 308 94 224 79 3316 66 93 66 93 49 35 597 61 75 78 53 353 145 168 636 145 52 644 internal_value=-0.000263631 -0.00107885 -0.00463395 0.00175183 0.0279113 -0.00339798 -0.00420974 -0.00483355 0.0112896 0.00568364 0.0159962 -0.00547208 -0.0145208 0.000220974 0.00644911 0.0140244 0.00107278 -0.0227767 -0.0124567 0.00404477 0.00826258 0.00595524 0.00389084 0.00153932 0.0040238 0.00067832 -6.12436e-07 0.00182592 -0.00298444 0.00175797 internal_weight=2186.95 2125.45 942.165 1183.28 61.498 813.616 751.652 722.208 27.5119 364.803 50.0247 694.696 65.959 23.6787 61.9638 38.1646 19.0049 42.2802 128.549 314.779 139.722 126.846 114.082 102.979 93.905 175.057 818.478 507.695 310.783 160.994 internal_count=11477 10632 5262 5370 845 4423 4096 3977 159 1867 303 3818 502 159 327 208 115 343 839 1564 765 704 626 551 498 799 3503 2171 1332 696 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=9 9 13 26 0 15 23 14 2 22 25 21 6 12 27 28 22 21 19 14 22 13 12 18 25 17 8 23 26 9 split_gain=45.4083 29.2865 8.56293 7.51103 7.38072 7.31382 6.79275 6.75895 9.46582 5.96729 5.25074 7.67551 9.02806 7.93198 7.38545 8.8947 7.32681 6.67744 7.13704 6.22191 5.8966 6.78234 7.96747 8.07553 7.89265 7.0539 6.33774 5.93672 5.7576 5.56246 threshold=78.170288085937514 12.979166507720949 -1.0000000180025095e-35 0.027749378234148029 88.500000000000014 -9.7499999999999982 20.710499763488773 18.579212188720707 3975.4760742187505 24995.232421875004 2.4481666088104252 59112.337890625007 4.2029862403869638 2.5811814069747929 10.644418716430666 6.8673686981201181 647.15951538085949 69436.636718750015 67216.121093750015 13.712828636169435 99.983306884765639 1.0416666865348818 4.2029862403869638 3405.394897460938 1.794333338737488 15977.560546875002 1.7827028036117556 1.8573333621025088 0.14476851373910907 56.973455429077156 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 2 5 -3 6 -1 7 10 -9 -8 11 20 13 -13 15 16 -12 18 19 -18 -5 22 23 25 26 28 -23 -24 29 -22 right_child=-2 3 -4 4 -6 -7 9 8 -10 -11 14 12 -14 -15 -16 -17 17 -19 -20 -21 21 24 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0078983219147174821 0.024015453729863117 0.020229191193263007 -0.0042909047453987504 0.018864771914904762 0.020426475374461517 -0.015670989586862628 -0.025952824769686893 -0.0085290969016467589 0.013169464576884641 -0.00052649502749888488 -0.0096304080958915239 0.011117796816470543 -0.010553977819636073 0.039591472752276979 0.0099816002959766306 -0.014149253284132114 0.0020441909603721286 -0.0079250717533738534 0.019198653072733277 -0.015214286479038445 -0.0026453310292496824 0.026588387591483503 0.0027821022986904377 -0.017011412312415885 -0.0018682116733031405 0.0077333881555275551 0.0075374412666321363 0.027877383149431712 -0.010068184562833151 0.011755343613841744 leaf_weight=13.297437004745005 69.401057250797749 19.413302592933178 529.34030783176422 17.829000160098076 18.206734985113144 108.80611165612936 15.303859733045099 22.836099550127983 87.137788832187653 18.170195437967777 73.820281475782394 26.230847306549549 10.558852054178713 13.254381835460661 50.507869102060795 49.449151553213596 351.61968245357275 70.920382544398308 20.754243306815624 19.862112894654274 143.89556522667408 18.250787794589996 22.006319180130959 31.022121354937553 77.901515103876591 66.236208751797676 113.16028818488121 13.807151310145853 77.536106795072556 29.006579592823982 leaf_count=59 865 85 2909 75 210 855 118 100 419 97 382 119 53 64 224 238 1543 395 107 88 605 78 97 134 341 276 508 62 334 125 internal_value=0.000134918 -0.000643122 -0.00594283 0.00169168 0.00144507 -0.0131042 0.00120525 0.00152288 0.00866375 -0.012151 0.000917691 0.0027914 0.0140866 0.0206758 -0.00102592 -0.00197398 -0.000852784 0.000546239 0.00207794 0.00112143 0.00186574 0.0013545 -0.0010161 -0.00240387 0.00569799 -0.000972881 0.0101833 0.0124571 -0.00327553 -0.000229431 internal_weight=2199.54 2130.14 651.444 1478.7 1459.28 122.104 1441.08 1407.6 109.974 33.4741 1297.63 660.696 50.0441 39.4852 636.934 586.426 536.977 463.156 392.236 371.482 610.652 592.823 383.51 347.697 209.313 316.674 131.411 35.8135 250.438 172.902 internal_count=11565 10700 3823 6877 6792 914 6582 6367 519 215 5848 2871 236 183 2977 2753 2515 2133 1738 1631 2635 2560 1633 1474 927 1340 586 159 1064 730 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=9 9 13 26 0 15 2 1 0 6 17 5 1 18 24 25 14 16 17 1 1 24 26 19 9 17 9 25 14 10 split_gain=43.56 27.6433 8.19824 7.09631 7.07612 6.96859 6.43801 8.44887 8.58127 7.66714 7.57283 8.18169 6.02511 7.29672 8.02751 6.90894 7.0346 6.97307 6.0806 5.55632 10.5908 5.07203 6.26286 5.10521 5.02526 4.92096 5.78708 4.79101 4.67104 5.22392 threshold=78.170288085937514 12.979166507720949 -1.0000000180025095e-35 0.027749378234148029 88.500000000000014 -9.7499999999999982 98141.367187500015 9.5000000000000018 39.500000000000007 1.4708693623542788 15455.573730468752 15.166666507720949 -5.4999999999999991 1618.6322021484377 0.06639528647065164 1.8807083368301394 8.0441484451293963 10.930608272552492 67590.859375000015 1.5000000000000002 11.500000000000002 4.819927692413331 2.739120721817017 64250.060546875007 32.341665267944343 46056.326171875007 40.422618865966804 44.245042800903327 1.5324687361717226 1.4160718917846682 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 2 5 -3 6 -1 10 8 21 -10 11 -5 -12 15 25 -14 19 -18 -16 -17 -21 22 -8 -23 -20 -15 -27 -6 29 -4 right_child=-2 3 28 4 27 -7 7 -9 9 -11 12 -13 13 14 18 16 17 -19 24 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0076594998438083107 0.023752030245463841 0.019694048998708056 -0.0051444349944816488 -0.019636385243598693 0.028819367630779993 -0.015357034782749001 -0.0060068237440643046 -0.033727112004697038 -0.0072974920936334396 0.030157287958082847 0.020389892415818376 0.00035263315165942908 0.014629484185589936 -0.023258360208508019 0.00029112124380384927 0.013693970389401719 -0.022749589025309224 0.001597154167513766 0.0055503088901378258 -0.02171308396042404 0.0075779473413347493 0.0035460618591439392 0.017147732335741395 -0.028695823551107273 0.027760603084296218 -0.016077691850328094 0.012531487485468232 -0.0075943936273154206 -0.0023700415443132189 -0.017512165111189075 leaf_weight=13.300638042390345 68.085628293454647 19.3436568826437 110.32532922178507 18.91926646232605 13.64551702141762 107.71628794074059 85.688799358904362 8.5371820479631406 8.2666654139757174 12.145831838250158 20.606190487742424 711.21183525025845 81.359902486205101 18.327814742922783 181.93191908299923 70.20095381885767 14.586352393031119 38.61650538444519 26.98484805226326 13.881940752267836 55.631936103105545 6.2395530268549946 11.983681581914423 15.156091578304766 13.886420391499994 13.812459006905558 11.799453556537626 4.2693507298827162 375.33964962512255 42.607245519757271 leaf_count=59 865 85 690 87 166 855 451 46 49 84 95 3178 357 75 802 296 60 164 119 57 228 40 81 132 71 60 50 44 1948 271 internal_value=0.00013131 -0.000625034 -0.00578418 0.00164287 0.00140333 -0.0128274 0.00117018 -0.00475612 -0.00298289 0.0149888 0.00184925 -0.000165325 0.00446826 0.00386184 0.000328973 0.00729765 0.00420557 -0.00507787 0.00264015 0.00774067 0.00172852 -0.00606388 -0.00316593 -0.0192932 0.0130965 -0.0113902 -0.00289739 0.0201415 -0.00417072 -0.0085901 internal_weight=2194.41 2126.32 649.289 1477.03 1457.69 121.017 1439.78 148.018 139.481 20.4125 1291.76 730.131 561.627 541.021 266.743 274.278 192.918 53.2029 222.803 139.715 69.5139 119.068 97.6725 21.3956 40.8713 43.9397 25.6119 17.9149 528.272 152.933 internal_count=11565 10700 3823 6877 6792 914 6582 883 837 133 5699 3265 2434 2339 1177 1162 805 224 992 581 285 704 532 172 190 185 110 210 2909 961 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=9 9 13 26 0 25 2 24 16 14 24 5 21 9 16 2 13 24 9 11 0 12 28 20 22 26 22 15 25 14 split_gain=41.7823 26.0945 7.84458 6.70525 6.78782 6.68404 6.07175 7.27877 9.93535 9.27865 5.8836 6.61396 5.78764 7.05436 6.29365 5.68021 7.97911 5.24801 8.00258 5.14851 5.12077 5.10854 5.04232 5.73606 4.91908 4.81235 6.78348 6.58597 4.66353 4.52913 threshold=78.170288085937514 12.979166507720949 -1.0000000180025095e-35 0.027749378234148029 88.500000000000014 74.462944030761733 98141.367187500015 4.819927692413331 4.8736474514007577 3.7335475683212285 0.22227095812559131 56.166666030883796 59112.337890625007 36.677083969116218 20.1225118637085 4765.4655761718759 5.4083333015441903 0.24015365540981296 22.343750000000004 50.500000000000007 16.500000000000004 37.204372406005866 0.98621293902397167 14404.767089843752 34483.052734375007 0.41517680883407598 23607.258789062504 3.9782608747482304 44.245042800903327 5.4851727485656747 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 2 5 -3 6 29 12 8 9 17 -10 20 14 22 19 16 -16 -8 -19 -5 -12 -2 -14 -24 -9 -17 27 -27 -6 -1 right_child=21 3 -4 4 28 -7 7 24 10 -11 11 -13 13 -15 15 25 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.019473534125085526 0.025663631048268094 0.019174432136971228 -0.0040546773886932013 0.00031437813996369513 0.028625733125755677 0.00067273341443580036 -0.013911200015837448 -0.028034601700424672 0.027896455859447666 -0.033192976677062343 0.0087662953912743015 0.025878350304689816 -0.0037943384590568684 0.025342539847756581 0.014349537912906628 0.028458836179151285 -0.018064312692187792 -0.0073250548924205525 0.022676169090089095 0.016225115936745926 -0.01587500618407691 -0.0081568700635066219 0.020728566383327419 -0.00034152872264454068 0.003110569275836811 0.012446022178114876 0.018642243017669802 -0.021607038581270981 -0.0073244319692182744 -0.0023668751223969615 leaf_weight=76.187231801450253 62.506951354444027 19.272906593978405 527.12771739810705 1081.1953699216247 13.330457083880903 26.722762994468212 27.355565324425697 17.450360409915451 11.046813145279883 11.74247384816408 15.185231454670431 8.8846106156706792 34.547022342681885 18.687465749680996 13.041559994220735 15.146890118718146 14.361891910433767 21.794162340462208 12.644456550478933 18.619095504283905 15.17536924779415 4.2958148568868628 25.987018033862114 21.046030610799789 6.1804288849234572 10.551261529326441 28.177195951342583 9.9146221429109556 4.2935323268175116 17.04568062722683 leaf_count=647 814 85 2909 4748 166 144 136 150 59 68 93 66 143 99 58 77 62 136 67 89 71 51 107 89 37 50 126 51 44 123 internal_value=0.000127739 -0.000607443 -0.0056304 0.00159519 0.00136255 -0.0125547 0.00113587 -0.00463128 -0.00171961 -0.00874709 0.00855593 0.00311193 0.00179446 0.00871659 0.0012117 0.00878514 -0.00263826 -0.00410175 0.00369017 0.000583736 -0.00355035 0.0234888 0.00490809 0.0113003 -0.0198889 0.0136925 0.00909444 -0.00405086 0.0198676 -0.0163459 internal_weight=2189.52 2122.72 647.083 1475.63 1456.36 119.956 1438.73 147.459 123.829 73.5367 50.292 39.2452 1291.28 100.268 1191.01 91.1934 27.4035 61.7942 34.4386 1099.81 30.3606 66.8028 81.5801 47.033 23.6308 63.79 48.6431 20.4659 17.624 93.2329 internal_count=11565 10700 3823 6877 6792 914 6582 883 696 407 289 230 5699 438 5261 424 120 339 203 4837 164 865 339 196 187 304 227 101 210 770 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=9 9 26 0 28 12 27 27 23 16 15 16 20 27 7 19 20 15 19 15 9 22 1 17 22 12 7 9 22 10 split_gain=40.0764 24.6265 6.33599 6.50997 6.08929 11.9098 7.48392 6.73143 6.03881 6.42271 5.74397 7.92346 5.85635 11.717 9.54218 6.00476 5.94781 5.66618 9.99685 6.94127 5.82688 5.43224 5.36406 9.00169 5.19824 4.97045 4.62673 5.63481 4.56265 13.9857 threshold=78.170288085937514 12.979166507720949 0.027749378234148029 88.500000000000014 6.8673686981201181 2.5811814069747929 15.401583671569826 12.589208126068117 20.710499763488773 20.1225118637085 -1.1020833253860471 7.9040360450744638 14404.767089843752 10.644418716430666 15.845237731933596 71606.152343750015 12938.384277343752 3.9782608747482304 10626.693847656252 10.535714149475099 29.023809432983402 24995.232421875004 32.500000000000007 7017.6135253906259 36362.117187500007 37.204372406005866 76.541667938232436 56.973455429077156 208.15783691406253 1.0477074980735781 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 5 -1 -6 -7 9 10 11 -4 16 15 -15 -14 22 20 -19 -20 -11 -10 26 -24 -16 -2 27 -12 -29 -30 right_child=25 2 3 -5 6 7 -8 -9 21 17 12 -13 13 14 24 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0042887350875757393 0.025422258768344672 0.018669657352075805 0.00080371509040601621 0.019595116272290835 -0.027173828104732043 0.0042590293324615176 -0.0074504175061718414 0.037255396959097471 -0.025098901035987015 0.0010818973725385489 -8.3641449000020331e-05 0.030886212856316535 -0.01420328522839101 -0.012607046140721759 0.031352534783405196 0.005064242125628061 0.01906156001946371 -0.016824690036697728 -0.00061396797346103778 0.023588779626472729 0.025914085346183561 -0.00059142054523863077 -0.0036875336887140205 0.019670647882604409 0.0043151711486796246 -0.0078610551078890974 -0.018374533802900772 0.022284756741143309 -0.027533002275782696 0.0086111857980424849 leaf_weight=332.97129998356104 61.226843792945147 19.201268181204796 18.953615240752697 17.33988344669342 18.497229300439358 13.2645815089345 270.76556485891342 9.5853750407695753 14.780962742865084 12.660384133458136 934.09558430314064 13.487600475549696 81.539389662444592 12.661745548248289 14.215093642473223 17.721334010362625 16.599974736571312 16.529692679643631 22.940797939896584 19.92982979118824 25.90788260102272 18.117412060499191 26.003413811326027 34.614740118384361 11.640656001865862 4.3233165219426146 11.591759972274302 15.211989067494867 10.827945172786711 87.450544513761997 leaf_count=1762 814 85 89 210 120 72 1818 51 118 53 4127 73 375 57 61 91 79 77 107 101 128 97 111 166 51 51 71 72 48 430 internal_value=0.00012435 -0.000590285 0.00154916 0.0013232 -0.00547895 -0.00285094 -0.00871165 0.0181007 0.00110279 0.00140038 0.000844888 0.0133107 0.000527502 -0.0053136 0.00873067 -0.0107634 0.00123569 0.008809 0.00299541 0.0106375 0.0177627 -0.0116024 0.000971432 0.00965067 0.0191799 0.0232271 0.000474708 0.000683279 0.0069955 0.00462896 internal_weight=2184.66 2119.11 1474.02 1454.82 645.084 355.821 289.263 22.85 1437.48 1404.58 1306.62 32.4412 1274.17 137.778 38.5175 99.2607 1136.4 97.9686 59.4003 42.8706 38.5683 32.8984 1119.8 60.6182 25.8557 65.5502 1059.18 1047.59 113.49 98.2785 internal_count=11565 10700 6877 6792 3823 1885 1938 123 6582 6367 5901 162 5739 635 169 466 5104 466 285 208 181 215 5025 277 112 865 4748 4677 550 478 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=9 9 13 25 7 24 6 27 0 22 13 7 8 22 12 11 11 14 22 20 17 5 17 1 18 1 13 5 10 5 split_gain=38.4355 23.2386 7.51043 6.40692 5.99779 6.442 6.87278 6.34639 6.08631 5.97838 5.87358 5.73451 5.28954 5.2394 4.836 4.80072 5.8026 4.78667 6.02025 5.12867 7.14675 7.76395 6.88889 6.60209 6.92108 8.65751 5.72695 5.34746 5.28415 5.19661 threshold=78.170288085937514 12.979166507720949 -1.0000000180025095e-35 74.462944030761733 32.348484039306648 2.2394180297851567 26.601993560791019 2.2578499317169194 3.5000000000000004 647.15951538085949 19.125000000000004 76.541667938232436 0.53078436851501476 515.47503662109386 37.204372406005866 21.166666984558109 18.166666984558109 2.1941725015640263 126.18164825439455 15599.718261718752 5887.8259277343759 51.166666030883796 5033.4050292968759 1.0000000180025095e-35 396.81585693359381 32.500000000000007 4.5227272510528573 53.833333969116218 11.593332290649416 60.833333969116218 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 2 3 -1 7 11 -7 -3 -9 13 -8 12 -6 -10 -2 16 -11 18 -14 20 22 23 -19 -22 25 -25 28 -23 -21 -29 right_child=14 4 -4 -5 5 6 10 8 9 15 -12 -13 17 -15 -16 -17 -18 19 -20 26 21 27 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.015910483055909475 0.025180869100626453 -0.013981984643380858 -0.0037899230303531008 0.00078935132066378208 0.017928734182315786 0.02647925119619977 -0.01122194145225411 -0.019950004958519108 -0.0039612251304869282 0.001635913205911765 0.02314842210917999 -0.016161130000845757 0.013983354679253804 -0.02539009886671002 -0.0075778366626818219 -0.012238640753275363 0.022727997304385055 0.0028352280614325682 -0.002137736984205176 -0.0095617746185465546 -0.006555441599865864 0.032288774604493406 -0.019148605297273608 -0.011953603263103917 0.017271006014909412 0.014951306434778039 -0.017444243214669291 0.00095079839511182443 0.015098147099902461 0.01727010392113645 leaf_weight=91.847701795399189 59.9783227853477 30.280479118227959 524.65820930153131 26.682649470865726 20.807787910103798 21.635770492255688 11.843512289226057 13.389581598341463 62.896433979272842 529.6604708135128 7.1923136115074149 14.302896559238432 22.892383351922035 12.27265779674053 4.349937677383422 21.852719068527222 12.004931584000586 171.46060877293348 233.47059728205204 14.957960285246374 36.613690733909607 14.412750720977781 13.86624753475189 23.752777695655823 42.462609395384789 19.684197641909122 19.290141493082047 24.749819852411747 16.389409884810448 60.464079663157463 leaf_count=770 814 135 2909 144 88 166 69 113 332 2386 76 93 97 60 51 91 50 748 992 70 151 73 64 99 180 90 95 126 82 351 internal_value=0.000121122 -0.000573441 -0.00533078 -0.0121511 0.00150441 0.0032835 0.0149117 -0.000555978 6.74857e-05 0.000487137 0.00176423 0.00265256 0.00301854 -0.00745986 0.0229657 0.00154721 0.00210338 0.0025843 -0.000698176 0.00442123 0.00554023 0.00916922 0.00119039 0.00411161 0.00865831 0.00023881 -0.0045831 0.0153887 0.00333122 0.0125303 internal_weight=2180.12 2115.8 643.189 118.53 1472.61 790.25 40.6716 682.357 652.077 638.687 19.0358 749.578 735.275 75.1691 64.3283 563.518 541.665 714.467 256.363 458.104 407.467 222.14 185.327 122.513 85.8996 43.437 50.6375 99.6267 31.3474 85.2139 internal_count=11565 10700 3823 914 6877 3710 311 3167 3032 2919 145 3399 3306 392 865 2527 2436 3218 1089 2129 1882 1070 812 520 369 189 247 550 152 477 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=0 5 5 12 22 15 22 20 7 8 27 15 27 26 11 20 10 27 20 25 26 0 28 8 28 25 8 0 16 22 split_gain=37.88 14.8447 13.6602 9.0055 7.29634 9.70999 6.13025 7.38156 7.15123 9.11314 7.13905 6.51207 5.67956 5.32072 5.10464 5.15828 19.1517 7.44936 5.43738 5.0726 6.08809 6.0344 4.65434 6.09634 5.20908 10.4795 5.75294 7.54331 6.16601 7.51321 threshold=63.500000000000007 93.166667938232436 20.833333015441898 53.018075942993171 679.67916870117199 0.1123737394809723 171.56953430175784 1535.9219970703127 63.604166030883796 2.4194587469100957 3.7627022266387944 0.29217478632926946 72.674236297607436 0.027749378234148029 -9.1666665077209455 117.53268814086915 1.8300139904022219 2.131385445594788 40239.332031250007 57.333269119262702 4.5366950035095224 14.500000000000002 32.491968154907234 4.7274181842803964 7.3768191337585458 13.831958293914797 0.70315632224082958 3.5000000000000004 2.0582690238952641 34933.710937500007 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 5 12 -2 8 -8 10 -10 -9 -1 -4 -15 16 -16 -18 -17 20 21 -7 24 -24 -6 -26 -27 -28 -29 -30 right_child=1 -3 13 -5 22 19 7 11 9 -11 -12 -13 -14 14 15 18 17 -19 -20 -21 -22 -23 23 -25 25 26 27 28 29 -31 leaf_value=-0.020606227220416475 0.026162653761225656 0.031056732322532771 0.017799120570619047 -0.024119104596680631 -0.0018102203869065727 0.015932661681226104 0.021401889436473313 0.027619833266653664 -0.0041331452313496907 -0.029660659596987243 0.018504697141519876 0.009316846936545168 -0.0033562824256574749 0.020595679578494466 0.010054294885481839 0.0015158019770273087 -0.041062073071591987 -0.011798004049255007 -0.013212858035848001 0.014709827637968211 -0.011648608176020824 -0.011479833102056072 -0.011559712728608909 0.014360136740635809 -0.019770557702714273 0.016651436793591635 -0.019318300526074722 -0.016682115290340565 0.0096912394924512681 -0.017462209616527745 leaf_weight=68.301077544689178 18.480801984667778 30.092268828302622 16.868140578269958 7.3452863320708266 541.46725367754698 18.609775125980381 13.924399442970751 23.249482359737158 46.112911731004715 9.381292983889578 17.219286616891623 70.686354748904705 22.950663283467293 11.590401694178579 28.562629073858261 879.5022314786911 13.129661977291105 19.390742912888527 23.152078896760941 13.177609100937842 51.343346498906612 11.816436052322386 11.28082103282213 29.583763055503368 47.587459899485111 12.023445695638655 25.677788220345974 16.327279202640057 45.567357018589973 11.481908380985258 leaf_count=668 185 505 74 63 2643 105 75 172 221 55 177 471 170 54 120 3806 54 92 98 83 334 62 74 158 264 66 216 96 244 55 internal_value=4.33079e-05 0.0113722 -0.00135255 0.00850226 -0.00397061 -0.00927955 0.00970602 0.00802177 0.00170594 -0.00206577 0.00202182 0.0138469 -0.0162677 0.00109401 0.000805096 0.000567084 -0.00787004 -0.023613 0.00113803 -0.00256338 -0.00534705 0.00528664 -0.00263657 0.00720487 -0.00321099 -0.00799131 -0.0029449 -0.00532354 -0.000426143 0.00422625 internal_weight=2155.88 236.492 1919.39 206.4 927.196 186.199 199.055 180.574 86.6379 72.7135 63.3322 93.9358 91.2517 992.196 975.328 963.737 61.083 32.5204 902.654 94.9472 81.7696 30.4262 740.997 40.8646 700.132 158.665 111.078 99.0543 73.3765 57.0493 internal_count=11460 1924 9536 1419 5238 1422 1356 1171 528 453 398 643 838 4298 4224 4170 266 146 3904 584 501 167 3816 232 3584 941 677 611 395 299 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=0 5 5 14 22 15 22 20 7 27 5 20 27 6 15 26 11 20 10 27 20 14 26 13 14 22 5 11 14 8 split_gain=35.9344 14.6374 12.8897 8.98487 6.95397 9.32984 5.86463 7.58054 6.86458 8.46744 6.75602 7.12496 5.50953 5.22939 5.24725 5.02632 4.81453 4.85632 18.0483 6.99748 5.11715 5.525 6.00358 10.9582 9.11939 7.96331 10.5434 7.31659 8.61327 8.14048 threshold=63.500000000000007 93.166667938232436 20.833333015441898 46.853000640869148 679.67916870117199 0.1123737394809723 171.56953430175784 1535.9219970703127 63.604166030883796 3.7627022266387944 65.166667938232436 15599.718261718752 72.674236297607436 3.1348003149032597 5.0357143878936776 0.027749378234148029 -9.1666665077209455 117.53268814086915 1.8300139904022219 2.131385445594788 40239.332031250007 2.2314318418502812 1.003740191459656 3.7638888359069829 12.026087284088137 5064.4033203125009 55.166666030883796 0.58333334326744091 4.077190876007081 2.3796802759170537 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 5 12 -2 8 -8 -10 11 -9 -1 14 -12 -4 -17 18 -18 -20 21 -19 23 25 -25 27 -27 28 -23 -29 right_child=1 -3 15 -5 -6 -7 7 10 9 -11 13 -13 -14 -15 -16 16 17 20 19 -21 -22 22 -24 24 -26 26 -28 29 -30 -31 leaf_value=-0.020299806288625856 0.025875725720441035 0.030966583486323817 0.017326591473857365 -0.021620009695267235 -0.0025612412828601261 -0.0024924704079338986 0.020978678017682332 0.014358976827174201 -0.0081812649729628949 0.015219287590574809 0.018739641033052725 -0.021469931516229328 -0.0032630102768860551 0.033574067840947339 -0.0036678596645053382 0.020022224563042503 0.0097478402092322902 -0.0020639842421929862 -0.039854277858875908 -0.011472582898988344 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-0.00386156 -0.00906494 0.00961194 0.00796137 0.00157005 -0.00211911 0.0139414 -0.00134753 -0.0159731 0.018254 0.013983 0.0010613 0.000780969 0.000550065 -0.00763935 -0.022944 0.00110386 0.00147028 0.00306993 0.00628701 -0.00286253 0.010132 0.00301944 0.0152368 0.0212885 0.00576799 internal_weight=2151.65 234.561 1917.09 205.274 924.997 184.939 196.619 178.503 86.2848 72.5035 92.2187 20.2892 90.1672 71.9295 56.2484 992.093 975.284 963.719 61.0417 32.4651 902.677 879.531 605.483 280.346 82.9517 197.394 82.4777 114.916 70.1084 44.8077 internal_count=11460 1924 9536 1419 5238 1422 1347 1164 527 452 637 114 838 523 379 4298 4224 4170 266 146 3904 3806 2608 1208 362 846 355 491 297 194 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=0 5 0 14 22 15 5 26 25 21 25 9 22 20 7 7 25 21 14 24 10 10 25 7 25 27 27 24 28 13 split_gain=34.0979 14.4214 12.2021 8.43728 7.60268 6.70156 5.93955 7.00589 7.24313 5.92985 6.33304 7.1642 6.10362 6.31106 6.29377 5.80852 5.12605 6.13884 5.52099 5.22221 12.1005 6.13454 5.30665 10.9569 5.11818 6.60611 5.0664 5.93289 5.63022 4.84585 threshold=63.500000000000007 93.166667938232436 21.500000000000004 46.853000640869148 679.67916870117199 0.1123737394809723 15.833333492279055 2.8232177495956425 57.333269119262702 3331.242553710938 3.8740416765213017 75.030418395996108 21797.523437500004 1667.1875000000002 63.604166030883796 63.041666030883796 40.666528701782234 91639.476562500015 5.0146970748901376 5.0992562770843515 8.2568612098693865 4.2442071437835702 16.479151725769047 16.522727012634281 4.0066964626312265 4.3363022804260263 72.674236297607436 7.4315552711486825 3.9724901914596562 1.4226190447807314 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 9 5 26 7 -7 29 -2 11 12 13 14 -11 -15 17 19 -18 20 21 24 23 -23 -6 -26 27 28 -1 -9 right_child=1 -3 -4 -5 16 6 -8 8 -10 10 -12 -13 -14 15 -16 -17 18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.021568099566959507 0.034793359593578516 0.030877733369680454 0.0010588295581512991 -0.020684083046089343 0.011550635102124021 0.016695689726312482 -0.024022094348276651 -0.013861377269899661 0.014882211130853251 0.022463852928385833 0.016594666669512845 -0.016545681770138418 -0.015848514012562598 0.0050095851529714085 -0.0020243378103972833 0.026488448474766304 0.00045847979157375134 -0.010924552746676929 0.019659025304536466 -0.010157799364266589 0.012092776285259923 -0.027991668673978558 0.0055114170885297393 0.0007155955377025308 -0.022392696419580617 -0.0014332921596737248 -0.0027861177272826506 -0.028235889698660775 0.0023989056012905558 0.010796915909796203 leaf_weight=19.187788598239422 7.9335903264582148 28.501640796661377 981.62174513936043 8.7733189910650236 25.337548494338989 16.505356587469578 11.262158408761023 45.507557891309261 13.11097940802574 11.695231847465037 57.576536752283573 12.933794878423212 9.6648066416382772 19.679312162101269 49.111207567155361 26.712874162942171 166.38393422216177 90.979685969650745 14.666292704641817 67.332059070467949 53.964729197323322 29.059863582253456 12.78894282877445 20.342339605093002 14.303132429718969 251.72721061110497 23.048988573253155 32.865560747683048 16.328293412923813 8.5148542672395688 leaf_count=144 54 505 4256 72 108 87 58 307 82 64 581 77 58 110 235 168 869 543 91 420 251 157 63 101 63 1182 171 376 157 50 internal_value=4.13027e-05 0.0108882 -0.00127619 0.00809646 -0.00373233 -0.00915355 -0.00356915 -0.000815108 -0.0051203 0.0093893 0.00831366 0.00464031 0.00698505 0.00904368 0.00268561 0.0173772 -0.00237985 -0.0037857 0.00201385 -0.00241794 -0.00113914 -0.00315877 -0.0117121 -0.0161709 -0.00133309 -0.00256018 -0.0149499 -0.0190499 -0.0105494 -0.00997481 internal_weight=2147.42 232.582 1914.84 204.081 933.217 186.332 94.9009 83.6387 67.1334 195.307 187.374 129.797 116.863 107.199 60.8064 46.3922 746.886 565.836 181.05 474.856 407.524 353.559 62.1911 49.4022 291.368 266.03 91.4306 68.3816 35.5161 54.0224 internal_count=11460 1924 9536 1419 5280 1432 584 526 439 1347 1293 712 635 577 299 278 3848 2888 960 2345 1925 1674 321 258 1353 1245 848 677 301 357 is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=0 5 0 14 22 15 21 2 7 5 26 25 17 15 23 21 11 27 24 28 15 26 23 14 22 15 23 1 28 14 split_gain=32.3369 14.2108 11.515 7.92319 7.24056 6.43828 5.75116 6.47525 7.44976 5.65769 6.56533 6.8181 5.09805 5.65073 5.48849 5.45835 5.08443 4.9024 5.86363 5.40018 4.59763 4.50212 4.2649 4.21051 5.64435 5.41223 4.04194 5.55558 5.21878 5.03748 threshold=63.500000000000007 93.166667938232436 21.500000000000004 46.853000640869148 679.67916870117199 0.1123737394809723 3331.242553710938 8674.6948242187518 73.041667938232436 15.833333492279055 2.8232177495956425 57.333269119262702 9224.2661132812518 1.0000000180025095e-35 7.5858333110809335 92332.167968750015 -22.666666984558102 72.674236297607436 7.4315552711486825 3.9724901914596562 1.4868686795234682 0.027749378234148029 1.916666626930237 17.921017646789554 2604.156127929688 0.37638889253139501 4.0041666030883798 -7.4999999999999991 1.5343194007873537 17.921017646789554 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 5 17 -2 8 23 10 -7 20 -9 -14 15 22 -6 18 19 -1 -12 -4 -15 24 25 -8 28 -28 -18 -29 right_child=1 -3 21 -5 16 9 7 12 -10 -11 11 -13 13 14 -16 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.021212001258088732 0.034442086493397354 0.030790083463375976 0.016543126760733849 -0.019802707080524909 0.018330255304658965 0.01608291949806331 -0.0020510676677730861 0.038244383338068871 -0.019548059179355148 -0.023549279278910224 -0.013565087342850288 0.014307774565599719 0.02463158872664626 -0.012339078344104372 0.025964736619148145 -0.019452775033449939 -0.0045593933558077792 -0.0027075820290393899 -0.028014732670510013 0.0023226955987050513 0.010409203508622483 0.00076101650918989163 0.0099560198973891369 0.020763208165881258 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0.0122823 0.0108061 0.00755886 0.0046333 -0.00231213 -0.0146654 -0.0187454 -0.010302 -0.00973919 0.00102704 0.00721004 0.00560457 0.000925523 0.00949658 -0.00260934 -0.00317682 0.00610871 -0.00267105 internal_weight=2143.39 230.768 1912.62 203.032 930.978 185.104 194.144 186.368 66.6471 94.6691 83.5237 66.9052 119.721 113.28 91.734 79.1529 745.873 90.4351 67.4285 35.2862 53.6788 981.643 71.5035 53.4269 40.8253 25.6699 735.287 690.35 44.9373 666.799 internal_count=11460 1924 9536 1419 5280 1432 1347 1293 326 584 526 439 967 927 708 524 3848 848 677 301 357 4256 460 256 191 122 3805 3609 196 3468 is_linear=0 shrinkage=0.03 Tree=84 num_leaves=31 num_cat=0 split_feature=0 5 0 14 22 15 13 21 2 14 5 26 25 13 25 21 1 9 13 0 14 0 0 21 23 28 1 27 27 24 split_gain=30.6712 13.9945 10.8637 7.44453 6.89613 6.1831 5.7645 6.21151 7.02354 6.55737 5.38914 6.15413 6.44596 4.94537 4.8274 5.82188 5.40106 9.51983 6.26111 6.20854 5.12469 4.9955 4.95018 4.94303 4.87339 7.9573 5.29969 4.83627 4.7423 5.79239 threshold=63.500000000000007 93.166667938232436 21.500000000000004 46.853000640869148 679.67916870117199 0.1123737394809723 -1.0416666865348814 4254.7170410156259 8674.6948242187518 17.921017646789554 15.833333492279055 2.8232177495956425 53.166542053222663 1.4226190447807314 40.666528701782234 91639.476562500015 2.5000000000000004 14.510416507720949 -0.42261904478073115 6.5000000000000009 5.0146970748901376 3.5000000000000004 4.5000000000000009 87225.496093750015 4.0041666030883798 0.98621293902397167 -2.4999999999999996 24.772876739501957 72.674236297607436 7.4315552711486825 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 5 28 -2 -8 9 -9 11 -7 13 -13 15 21 17 27 -19 -18 -16 -6 -23 24 25 -24 -26 -17 29 -1 right_child=1 -3 -4 -5 14 10 7 8 -10 -11 -12 12 -14 -15 20 16 19 18 -20 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010059501735896263 0.03345476386073095 0.030703540674072362 0.00099628521821284576 -0.018971421195616848 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24.934893384575844 15.174238070845602 12.015026442706583 20.351485319435596 25.144527554512024 341.07040384411812 12.684850335121153 22.965570822358131 31.435958661139011 leaf_count=301 109 505 4256 72 240 87 115 206 855 62 58 290 100 49 869 222 72 61 55 57 91 125 65 62 101 108 1644 76 171 376 internal_value=3.91296e-05 0.0104153 -0.00120435 0.00770378 -0.00352993 -0.0087326 0.00894745 0.00785038 0.00599692 -0.00269584 -0.00337851 -0.000772384 -0.00485378 -0.0100382 -0.00224562 -0.0036135 -0.0105928 -0.0152486 0.00410274 0.000964327 0.00201792 -0.00228242 -0.00141238 -0.0021947 -0.00276177 0.007131 -0.00386536 -0.022124 -0.0143844 -0.0184435 internal_weight=2139.42 228.951 1910.47 201.96 928.869 183.899 192.963 184.695 165.869 55.6083 94.4365 83.4066 66.6801 50.9422 744.97 564.016 90.3391 64.3966 16.8817 25.9424 180.954 473.677 438.691 413.756 401.741 40.3188 361.422 47.5149 89.4624 66.4969 internal_count=11460 1924 9536 1419 5280 1432 1347 1238 1123 268 584 526 439 339 3848 2888 543 414 116 129 960 2345 2105 1980 1918 173 1745 298 848 677 is_linear=0 shrinkage=0.03 Tree=85 num_leaves=31 num_cat=0 split_feature=0 12 2 1 13 0 25 13 22 14 13 24 9 18 26 26 5 2 2 5 26 26 18 26 12 10 26 16 13 16 split_gain=27.8452 27.6522 13.8353 7.64917 13.7381 6.91419 11.1777 8.04544 6.08806 5.82684 7.28671 8.10298 6.05248 10.7052 6.92184 6.79093 5.99753 7.21371 8.9537 5.63469 6.08718 5.60453 6.53271 5.76439 5.572 5.49618 5.89583 6.54733 8.30068 6.19856 threshold=88.500000000000014 54.532035827636726 75237.535156250015 10.500000000000002 2.6833333969116215 25.500000000000004 48.999958038330085 -0.087121214717626558 27947.128906250004 1.4446866512298586 -0.13392857462167737 0.049856064841151244 13.274305343627931 4429.0444335937509 4.5366950035095224 0.15911075472831729 52.833333969116218 56208.105468750007 59802.394531250007 13.416666507720949 0.31631869077682501 0.095039360225200667 177.00855255126956 0.11334807053208353 3.4879931211471562 1.9170372486114504 12.210533142089846 17.796769142150882 7.0499999523162851 2.8287777900695805 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 9 4 5 6 8 -7 -4 10 11 -1 13 -12 -15 21 17 -11 -19 -20 -21 -14 -23 -24 -9 -18 27 29 -29 -27 right_child=1 -3 3 -5 -6 7 -8 24 -10 16 12 -13 15 14 -16 -17 25 18 19 20 -22 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.0020552776814621353 0.028918482631190869 -0.053329733987628365 -0.01108579899428052 -0.025894633854308097 0.014086481584491285 0.018339055341861064 -0.00057161542021759914 -0.0081853457918407094 0.0042802285398316868 0.0006798924140317997 -0.025315399181364003 -0.026162049445952709 0.0017989868733144163 0.017647869243501001 -0.014455125610455819 0.010188740573510883 0.018775411625644868 0.023415735173625243 0.014862120169965288 0.011425579782671336 -0.014100686699264273 0.0064515742681677032 -0.035771268272926073 -0.008751248261566251 0.01521824864582574 -0.011879778035965082 0.025539134314753447 0.0054717272593803488 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0.00295265 -0.00441484 -0.00141711 -0.0104428 -0.018066 -0.00269426 0.00698647 0.00511118 0.00376559 -0.010481 0.00604935 internal_weight=2152.37 50.894 2101.47 620.934 607.207 568.672 493.582 75.0904 278.711 1480.54 319.534 37.6727 281.861 46.6812 24.5066 235.18 1161.01 937.257 86.6471 57.7964 35.7071 173.769 45.6517 31.4574 50.9846 223.749 193.041 181.112 25.0216 156.09 internal_count=11534 856 10678 3939 3861 3673 3240 433 1973 6739 1481 174 1307 260 131 1047 5258 4103 374 244 147 754 214 151 282 1155 997 936 136 800 is_linear=0 shrinkage=0.03 Tree=86 num_leaves=31 num_cat=0 split_feature=0 12 2 1 13 0 25 13 12 11 22 17 2 9 9 15 27 3 9 23 24 3 26 11 3 13 19 21 25 25 split_gain=26.7829 27.2663 13.0634 7.7405 11.1919 6.65549 11.4148 7.92358 7.36492 6.19083 5.58045 5.41818 7.61708 6.79697 6.75056 6.66221 5.82134 5.51934 5.50876 5.28207 6.54015 5.00199 5.28956 4.80911 4.73182 4.6086 6.30669 4.59597 5.37128 5.46494 threshold=88.500000000000014 60.136640548706062 71242.054687500015 11.500000000000002 2.6833333969116215 25.500000000000004 48.999958038330085 -0.087121214717626558 3.3393259048461919 5.8333332538604745 27947.128906250004 15066.079589843752 13948.365234375002 40.422618865966804 36.677083969116218 11.708333492279055 2.2261842489242558 1.1980000138282778 35.433034896850593 26.77783298492432 22.694739341735843 1.5979999899864199 0.39686870574951177 -1.8333333134651182 1.9854999780654909 -0.76388889551162709 74584.398437500015 11227.508300781252 1.041541635990143 1.0988749861717226 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 11 4 5 6 10 -7 -9 -6 23 12 13 14 18 19 -14 27 -1 20 -13 22 -16 -4 -17 -12 -27 28 -15 -30 right_child=1 -3 3 -5 9 7 -8 8 -10 -11 25 15 16 17 21 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0014586809403131411 0.027752760787033353 -0.0672605436913076 -0.022646951872586779 -0.024537348710794205 0.01948393935445791 0.01729953359019664 -0.00026229570969198677 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66.441804945468903 8.503632530570032 9.0306119471788389 17.329795822501183 15.759563982486723 56.00974528491497 leaf_count=1537 833 23 211 86 141 163 1270 223 78 54 54 2540 79 63 101 153 93 1044 71 154 57 68 51 1609 294 58 50 80 65 231 internal_value=0.000525457 0.0222552 9.21805e-06 -0.00359747 -0.00307088 -0.00413733 -0.00544926 0.00378681 -0.00266138 0.0122553 -0.00945586 0.00156228 -0.000185645 0.000483849 -0.00210959 0.00346377 -0.0135804 0.00372362 -0.000622823 0.00228052 0.00290321 -0.0122152 -0.00606666 -0.0108103 0.0106749 0.00383985 -0.00486012 -0.00199175 -0.00482789 -0.00817943 internal_weight=2148.8 49.865 2098.93 631.77 616.272 576.179 494.336 81.8433 55.4045 40.0927 278.902 1467.16 764.45 728.06 404.365 702.714 36.3898 323.695 352.504 603.662 575.335 51.8613 36.1271 253.118 99.0523 25.7846 17.5342 103.463 86.1334 71.7693 internal_count=11534 856 10678 3997 3911 3716 3252 464 301 195 1982 6681 3483 3311 1828 3198 172 1483 1608 2751 2597 220 152 1820 447 162 108 439 359 296 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=0 16 2 1 13 7 25 16 11 8 23 14 17 17 5 26 15 23 24 8 24 24 3 17 0 21 14 13 15 13 split_gain=25.7513 22.0217 12.3193 7.28768 10.5371 6.36119 8.34525 7.01858 5.80803 5.71297 5.99014 10.1971 7.11024 5.09816 8.19339 6.51605 6.29965 4.98245 6.11266 4.93551 4.93035 8.90513 4.51564 4.20253 4.15533 5.47654 7.71663 5.08607 4.54332 8.01255 threshold=88.500000000000014 54.451942443847663 71242.054687500015 11.500000000000002 2.6833333969116215 37.183334350585945 47.859153747558601 8.2765426635742205 5.8333332538604745 0.54112252593040477 5.6915831565856942 1.1661242842674258 83430.757812500015 15066.079589843752 15.166666507720949 0.027749378234148029 11.708333492279055 26.77783298492432 22.694739341735843 4.5018334388732919 0.10507773980498315 0.33923664689064031 1.9854999780654909 69692.847656250015 55.500000000000007 4167.5961914062509 18.579212188720707 7.0499999523162851 -0.38379706442356104 -0.82575756311416615 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 13 4 5 6 9 20 -6 -4 11 -11 -13 14 -1 -16 17 18 -15 -14 -7 -22 -18 -19 28 -26 -27 -28 29 -17 right_child=1 -3 3 -5 8 7 -8 -9 -10 10 -12 12 19 16 15 24 22 23 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.019766642176034136 0.027547697754608868 -0.051555205230721789 0.0098090872357884332 -0.023828638034068497 0.018857799583565212 -0.02040100047551819 -0.0004280710544481956 0.025142792865344696 -0.0067698889215272824 -0.029787122154909255 -0.011856052584120935 -0.02102423196653767 0.0088890272211562902 0.0023613228314556031 0.022398125217870265 -0.0026381229444283403 0.019567256300532531 -0.020145208298698012 0.02387925740866241 -0.010344626803090347 0.025096767235422816 -0.011984312522260584 0.0059038099306201524 0.0032472315231289331 0.011265759095166583 -0.0037188351354185334 0.028387182987815375 -0.0008290107805703599 -0.0020285440224658224 0.025730814721050408 leaf_weight=18.75001172721386 45.469519939273596 3.40460330992937 15.270542509853838 15.480472587049006 29.200433202087879 8.5022521093487757 217.04342368617654 13.247133627533911 10.940966509282587 10.965788587927817 205.23701611533761 11.306901365518568 54.167514741420746 563.38927008211613 11.832146629691122 22.182677939534187 32.390510857105255 16.093301028013233 12.137481711804865 15.427269287407396 11.48988960683346 11.830215599387882 66.386472582817078 12.115532442927359 60.796290747821331 91.654071383178234 12.719629101455213 9.2715102657675725 521.45249180495739 15.032612845301626 leaf_count=96 828 28 82 86 141 40 1289 96 54 58 1588 49 275 2540 55 98 153 91 57 76 71 92 294 63 293 460 71 49 2295 66 internal_value=0.000510667 0.0220373 8.78701e-06 -0.00349934 -0.00298731 -0.00402563 -0.0049467 0.0067939 0.0118727 -0.00808631 -0.0090061 -0.00263914 0.00104062 0.00151642 -0.000180252 0.000312733 0.00336086 0.00221176 0.00281512 0.00462545 -0.000844449 0.00628565 0.0103843 -0.0100983 -4.37184e-05 0.00399824 0.00011036 0.0160696 -0.0013058 0.00882113 internal_weight=2145.19 48.8741 2096.31 630.11 614.629 574.488 529.418 45.0695 40.1414 312.375 297.104 91.8675 80.9017 1466.2 763.691 744.941 702.513 603.736 575.527 69.5948 31.8224 23.3201 98.777 28.2088 733.109 174.442 113.645 21.9911 558.668 37.2153 internal_count=11534 856 10678 3997 3911 3716 3417 299 195 2128 2046 458 400 6681 3483 3387 3198 2751 2597 351 203 163 447 154 3332 873 580 120 2459 164 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=0 12 2 24 15 13 13 25 0 28 13 22 22 7 23 28 10 14 13 24 9 18 26 26 5 2 2 5 26 26 split_gain=24.7522 25.5367 11.6537 6.40379 6.4309 6.37145 8.17796 5.63973 7.31171 6.80605 5.77397 6.67968 5.61722 6.56219 5.86269 7.31652 5.81872 5.32011 6.85895 7.72493 5.75176 10.2293 6.42749 6.4162 5.38232 6.69304 8.29783 5.26363 5.74737 5.22144 threshold=88.500000000000014 62.394933700561531 75237.535156250015 36.771734237670906 -2.3095238208770748 2.9128788709640507 5.9583332538604745 47.859153747558601 25.500000000000004 0.92000776529312145 0.44949495792388922 17710.851562500004 27947.128906250004 26.041666984558109 9.0100002288818377 4.879880666732789 2.6684826612472539 1.4446866512298586 -0.13392857462167737 0.049856064841151244 13.274305343627931 4429.0444335937509 0.15911075472831729 4.5366950035095224 52.833333969116218 56208.105468750007 59802.394531250007 13.416666507720949 0.31631869077682501 0.095039360225200667 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 17 4 -4 7 -7 8 12 10 11 -10 13 14 15 -6 -16 18 19 -1 21 -20 29 -23 25 -19 -27 -28 -29 -22 right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15 16 -17 -18 24 20 -21 22 23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.0020179193123053621 0.027450960265616723 -0.063318411333017147 0.011879384655160523 -0.017106526497447847 -0.0067098191699323344 0.01783195824935872 -0.0085690723315030182 -0.00028515048365689201 0.0094660975281759714 0.013950608105662255 -0.024775836823340038 -0.017009386284251301 0.0058486417747752803 -0.036389838347435206 -0.0075698551487636268 0.019348706559590152 -0.019351352685079568 0.00059116494830181612 -0.024932597939858994 -0.025576216281161562 0.0016839328215397871 0.016802790734483115 0.0098708235913977042 -0.014110538590276346 0.0065939671847239914 0.022451488034613869 0.01426269739859283 0.011041271456197542 -0.013771595426895803 -0.010151280192305292 leaf_weight=15.70292407274246 44.938252579420805 2.9741373658180228 25.773932419717312 29.461799565702677 58.416562885046005 26.912801206111908 17.378024183213711 190.64348293095827 24.841323204338551 25.762902952730656 10.538493327796457 13.098936915397642 20.442922122776508 8.5242618322372419 83.875405192375183 11.627382107079027 68.574166022241116 849.89315648376942 21.885346338152885 21.815799593925476 127.97405940294266 13.807805895805361 61.47328545153141 10.744964271783827 222.303118519485 28.942858546972275 22.148096665740013 13.538994640111921 22.140857547521591 45.469077348709106 leaf_count=65 834 22 148 293 345 124 93 1112 125 166 56 65 119 43 646 69 535 3729 129 109 540 70 293 61 1155 130 97 55 92 214 internal_value=0.000496326 0.0218165 8.43664e-06 -0.00345863 -0.00277295 -0.00344655 0.0074732 -0.00438322 -0.00678195 0.00149045 -0.00513121 0.000325393 -0.00922431 -0.0105581 -0.00956845 -0.00238407 -0.0128694 0.0014533 -0.00197828 -0.0140271 -0.000371573 -0.0100191 0.00153553 0.00327427 0.00239745 0.00140146 0.0093381 0.00277486 -0.00435616 -0.00141873 internal_weight=2141.63 47.9124 2093.71 615.872 586.411 560.637 44.2908 516.346 325.702 74.2417 48.4788 37.9403 251.461 231.018 222.494 70.0439 152.45 1477.84 318.873 37.5187 281.355 46.4381 234.916 24.5528 1158.97 936.664 86.7708 57.8279 35.6799 173.443 internal_count=11534 856 10678 3939 3646 3498 217 3281 2169 412 246 190 1757 1638 1595 414 1181 6739 1481 174 1307 260 1047 131 5258 4103 374 244 147 754 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=0 16 2 1 13 24 16 9 0 24 7 7 7 13 6 16 13 17 5 11 9 9 22 23 28 8 15 16 16 15 split_gain=23.7961 19.7755 10.9916 6.46454 11.0069 6.15614 7.73061 5.54795 8.43922 7.43548 5.24148 5.19394 5.76975 6.64417 6.5205 5.14313 4.97685 4.60826 7.73786 5.66587 4.55472 4.37751 6.25085 4.36661 7.67329 5.16648 5.23569 6.39397 4.63806 4.12815 threshold=88.500000000000014 54.451942443847663 75237.535156250015 10.500000000000002 2.6833333969116215 49.800859451293952 12.753087997436525 2.8775000572204594 25.500000000000004 0.11394425854086877 24.535714149475101 5.0416667461395273 5.8666667938232431 1.7638888955116274 1.0773502588272097 1.041577994823456 0.44949495792388922 15066.079589843752 15.166666507720949 34.750000000000007 31.010416984558109 40.422618865966804 208.15783691406253 10.111166477203371 4.879880666732789 3.9192332029342656 0.2299679517745972 2.9861516952514653 1.7435150146484377 0.46737588942050939 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 17 4 5 6 7 -4 10 20 11 15 14 23 -13 -9 -11 18 -1 -19 -10 22 -20 24 25 26 27 28 -14 -24 right_child=1 -3 3 -5 -6 -7 -8 8 9 16 -12 12 13 -15 -16 -17 -18 19 21 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.019335871774053853 0.027218154266117754 -0.045862598378078726 -0.0006446625324364961 -0.023779232692501578 0.012559885008790834 -0.029019488771721273 0.01328748009882026 0.0022190865134454479 0.0032333815064918641 0.015799856023334755 -0.028149256206873013 -0.0027404761622753324 -0.0032956219384668926 -0.033765738285168309 0.035735900071083807 -0.017466530754149365 -0.0056869267945616024 0.0026956875910425599 -0.017841259625608084 0.019154214582860048 -0.023579427267580642 0.0027800774356539337 0.0027093903488434805 -0.013000521791937432 0.021760266741558981 -0.025809245124302521 0.012684732936789346 0.0078716357161635799 -0.030131872801150563 -0.0036003470109699457 leaf_weight=18.577611990272999 43.354639183729887 3.6099318936467162 217.66102090477943 13.650844059884546 38.765947416424751 8.6919155307114107 23.433719396591187 14.283678170293568 10.343167364597322 32.183450158685446 12.869799882173536 10.761308167129757 11.007666617631914 7.9219355285167685 6.2757196128368369 72.94051830098033 13.888615004718302 695.17041160166264 20.842237859964371 19.34861034154892 12.70683094114065 339.12327197194099 159.94777336716652 42.99274180829525 11.312488324940203 9.2290583029389364 16.310294486582279 14.662304475903509 12.242243357002733 224.02606180310249 leaf_count=96 828 28 1270 78 188 85 140 94 48 202 68 79 68 41 53 589 84 3151 94 105 61 1565 743 400 70 58 88 89 86 985 internal_value=0.000482139 0.0216008 7.84596e-06 -0.00336518 -0.0029011 -0.00396812 -0.00357438 -0.0043205 -0.00688543 0.00236298 -0.00951823 -0.00847545 -0.00495057 -0.00717147 0.0114326 -0.0142428 0.00932258 0.00141031 -0.000211783 0.00314137 -0.0115478 0.000265783 -0.0018405 -0.00538237 -0.00100159 -0.0050597 -0.00152798 -0.00764246 -0.0174263 -0.000971969 internal_weight=2138.14 46.9646 2091.17 614.135 600.484 561.718 553.027 529.593 311.932 69.1221 242.81 229.94 142.716 125.679 17.037 87.2242 46.0721 1477.04 762.517 714.519 23.05 743.939 404.816 117.757 74.7641 63.4516 54.2225 37.9122 23.2499 383.974 internal_count=11534 856 10678 3939 3861 3673 3588 3448 2178 395 1783 1715 1032 900 132 683 286 6739 3483 3256 109 3387 1822 859 459 389 331 243 154 1728 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=0 12 18 0 26 11 18 9 5 16 16 18 18 23 9 27 15 15 21 27 19 27 27 5 26 18 27 26 9 26 split_gain=28.6973 11.6067 7.04633 9.21198 9.72567 8.7329 7.39523 5.29197 7.7887 5.14298 7.69881 5.08199 4.81814 4.11009 4.62458 3.96855 4.69972 4.12713 6.24936 4.76159 3.925 7.06166 8.01726 7.4769 3.90735 3.90401 5.53196 5.11123 4.26017 4.02659 threshold=88.500000000000014 60.136640548706062 123.80062484741212 59.500000000000007 0.027749378234148029 -0.41666667163372034 206.61211395263675 38.414216995239265 21.416666984558109 5.8781471252441415 2.4501119852066044 242.30849456787112 255.3051452636719 42.935167312622077 25.623311042785648 1.3133026361465456 0.41885964572429663 0.075961541384458556 99409.074218750015 72.674236297607436 11483.958984375002 2.1682395935058598 1.7786160707473757 44.833333969116218 0.079749774187803282 98.033134460449233 3.6408810615539555 0.088788088411092772 21.288690567016605 1.8754265904426577 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 -1 7 20 8 13 10 -5 -8 -13 14 -6 16 -7 18 -17 -20 21 22 23 -4 -25 26 27 -19 29 -28 right_child=1 -3 6 9 5 15 11 -9 -10 -11 -12 12 -14 -15 -16 17 -18 25 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.024959327106005746 0.02717040903794463 -0.03465105425713514 -0.011989870895232764 0.01363946994240247 -0.0081615871598886593 -0.0052669116489821484 -0.012248299667240382 -0.036464964464396073 0.013684982479709895 0.022968746084039798 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18.077794253826141 11.760961800813673 81.807710245251656 leaf_count=40 835 22 57 88 307 84 143 47 42 118 57 51 7210 147 41 286 50 51 403 170 53 177 63 51 53 90 121 79 52 541 internal_value=-0.000164773 0.0232548 -0.000681995 -0.00411077 -0.00549976 -0.00623713 0.000204605 -0.0159586 -0.0125555 0.00981585 0.000762277 -0.00031133 -6.48408e-05 -0.0171193 -0.0124634 -0.00411244 -0.0139567 -0.00295055 -0.00745569 -0.0139331 0.00798746 0.00585714 0.0130929 0.00583335 0.0158501 1.39458e-06 0.00172998 0.0131344 -0.0012285 0.000682303 internal_weight=2132.19 46.0719 2086.12 428.597 389.727 380.515 1657.52 68.2478 58.5337 38.8701 23.0228 1554.48 1523.03 49.8616 38.5865 312.267 32.9653 279.302 110.564 60.5903 103.048 91.0007 52.0105 37.6922 24.1306 168.738 147.563 30.3951 117.168 105.407 internal_count=11529 857 10672 2814 2551 2511 7858 584 537 263 145 7404 7261 495 348 1927 134 1793 859 573 454 401 224 161 104 934 844 130 714 662 is_linear=0 shrinkage=0.03 Tree=91 num_leaves=31 num_cat=0 split_feature=5 16 18 11 17 11 21 17 19 24 25 13 5 13 8 7 15 1 13 11 19 20 15 9 13 8 15 20 19 11 split_gain=24.4485 7.09188 7.54319 8.4626 6.59898 9.2215 7.82301 9.11837 7.21661 7.00525 6.54927 12.0725 6.54396 6.5355 6.12238 6.54432 6.18683 5.82737 6.83089 7.21008 5.81829 4.97596 6.9921 7.86901 9.00116 7.08002 6.01968 7.67754 5.52811 5.21828 threshold=89.166667938232436 16.745480537414554 123.80062484741212 -0.41666667163372034 3268.6691894531255 0.83333334326744091 44295.632812500007 61228.513671875007 52802.496093750007 2.8719464540481572 15.671610832214357 -0.087121214717626558 63.166666030883796 0.42261904478073126 0.56253641843795787 56.541666030883796 0.1123737394809723 11.500000000000002 5.5357143878936776 4.8333332538604745 3091.3371582031255 86.359153747558608 4.0250000953674325 45.947916030883796 2.4494949579238896 0.99810245633125316 11.708333492279055 24421.485351562504 39203.068359375007 18.166666984558109 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 2 3 13 5 -4 7 10 9 -8 -6 -12 17 -1 16 -16 -5 18 19 -10 -7 -3 23 24 -23 -24 27 -27 -29 -28 right_child=-2 21 4 14 6 20 8 -9 12 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 25 -25 -26 26 29 28 -30 -31 leaf_value=-0.017359524152145624 0.025965809102171656 0.022278352374881839 0.021359684481210756 0.00099069881089393873 -0.0014617441962722576 -0.0092736550764577833 0.0064785685341056821 -0.027779395745445429 -0.00099185939244119162 0.029807468241987874 0.007624957654000902 -0.03249327633420647 0.020674623585438253 0.013704451149299499 -0.0057112579046811381 0.0088165739501933783 0.027829786713721216 0.010953386386593818 -0.016775901335613904 0.01529047416903199 0.014272095176482634 -0.0013961472613547728 0.017703932585716745 0.028468968319646903 0.028653254691560014 -0.025626975927516837 0.015350698354159356 0.016996526437706012 -0.01318355874037461 -0.010507803251478216 leaf_weight=61.962856233119965 31.756382655352354 14.238773271441458 30.28691903501749 27.405199147760868 846.99559803679585 25.434641562402248 67.798566877841949 12.460083831101654 375.85681033879519 13.971829771995543 11.362857028841974 16.632369711995125 14.496185924857853 6.7605248093605033 267.83578519523144 31.152347385883331 10.766813009977339 41.385470494627953 22.901824355125427 26.181471288204193 15.024705648422239 41.59223248809576 13.869648315012453 17.138201143592596 11.439032278954981 21.288233306258917 17.341268684715036 9.4396573379635829 12.964143220335243 11.804984293878077 leaf_count=557 677 130 130 166 3893 111 317 75 1885 78 75 93 112 39 1691 206 50 179 99 113 64 190 74 102 52 107 92 44 61 67 internal_value=-0.000159962 -0.000555455 -0.00107529 -0.00470881 -0.000105534 0.00884119 -0.000542036 -0.00229649 0.0022255 0.0104647 -0.00193361 -0.0162099 0.000824309 -0.0143037 -0.00275309 -0.00419757 0.00856094 0.000207242 -0.000839339 6.84761e-05 -0.000529867 0.00529756 0.00375632 0.0107968 0.00508562 -0.00194125 -0.00568203 -0.012726 -0.000467428 0.00487734 internal_weight=2129.55 2097.79 1926.67 405.884 1520.79 70.7463 1450.04 887.451 562.592 81.7704 874.991 27.9952 480.822 68.7234 337.16 298.988 38.172 466.326 424.94 402.038 40.4593 171.116 156.877 70.1695 53.0313 86.7079 72.8383 43.692 22.4038 29.1463 internal_count=11529 10852 9933 2709 7224 305 6919 4136 2783 395 4061 168 2388 596 2113 1897 216 2276 2097 1998 175 919 789 344 242 445 371 212 105 159 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=0 12 18 26 7 11 18 26 14 16 17 13 7 28 1 20 2 16 10 14 13 16 9 23 8 8 27 28 18 28 split_gain=26.5911 12.3708 6.29793 8.46488 9.08605 7.14112 6.78656 6.71024 6.6839 6.88036 5.6011 5.2794 5.95178 6.39072 5.85009 4.86701 4.73092 4.59015 4.30982 4.15163 5.99826 5.19817 4.11251 9.19588 3.75701 3.72987 5.66297 3.52246 4.16493 3.50113 threshold=88.500000000000014 62.394933700561531 123.80062484741212 0.027749378234148029 56.541666030883796 -0.41666667163372034 166.71443176269534 0.095039360225200667 7.7271165847778329 2.5546768903732304 3375.250366210938 0.42261904478073126 32.541666030883796 0.66500425338745128 -4.4999999999999991 176.51187896728518 4949.1481933593759 4.8736474514007577 1.0477074980735781 1.4161750078201296 -0.13392857462167737 1.5158003568649294 13.424812316894533 17.664834022521976 0.67137891054153453 0.56253641843795787 70.555328369140639 0.091165926307439818 843.80984497070324 0.040954487398266799 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 5 11 7 15 9 18 -9 12 13 -5 -15 -4 -12 -11 -6 20 -8 -21 23 24 -22 26 -7 28 -23 -24 right_child=1 -3 6 4 8 25 19 10 -10 17 16 -13 -14 14 -16 -17 -18 -19 -20 21 22 27 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.024362451769122957 0.026913698375839248 -0.038968646736493383 0.0093379940533892848 0.017024774185426746 -0.0010953435752081493 0.018581580047781213 -0.016684669901204114 0.035882100420622905 0.032466508551530639 -0.02858164932437704 -0.0036877212546725458 0.01085990936726797 -0.043932659910145187 0.0089189549983530649 -0.022184644202275439 -0.015990828733803288 0.022660757724268225 0.0026495187221779307 0.027218802177622493 0.014721923517454579 -0.0061819005870969715 0.013648892821158729 -0.015819483890974508 0.0034087012845298542 -0.028087988749818906 -0.0052104396981788297 -0.0085544861665570113 -8.5911601757380902e-05 -0.0060602131934245117 0.001737230937466028 leaf_weight=9.3292958289384824 41.555340189486742 2.7338453456759444 16.392856523394588 5.2291484773159018 8.6129056364297885 15.279061026871204 28.689291901886463 11.26932469755411 8.3175138235092145 7.6043475605547455 11.512166708707811 6.3534939289093009 6.9794047102332106 6.2976186349987975 40.07195732742548 11.701411768794058 13.125763714313505 9.5600098893046361 11.040173798799513 22.60572699457407 10.98877088725567 34.781339585781097 11.003427281975744 28.68770769238472 19.639218285679817 278.39334834739566 12.653323329985142 1278.7468119636178 13.354961156845091 144.07325477898121 leaf_count=41 837 20 70 29 47 85 148 50 70 47 50 33 31 67 414 51 60 60 63 112 64 159 45 156 115 1744 83 6054 57 667 internal_value=-0.000155284 0.022847 -0.000644528 -0.00389908 -0.00453228 -0.00607745 0.000191858 0.0097703 0.00817751 0.00269032 0.0183627 -0.0151146 -0.0179318 -0.0144149 -0.0179604 -0.00121159 0.0103493 -0.0111869 0.0148102 -0.000193076 -0.0038021 0.000457013 -0.0020782 -0.00879649 -0.0202285 -0.00416186 0.00628899 0.000213985 0.00818079 0.000491499 internal_weight=2126.58 44.2892 2082.29 425.722 416.392 371.257 1656.57 64.0015 45.135 36.8174 35.9073 64.9316 58.5781 51.5987 46.3696 28.0943 24.6379 17.1644 19.6531 1592.57 243.082 1349.49 214.392 59.3157 30.628 306.326 27.9324 1326.88 48.1363 155.077 internal_count=11529 857 10672 2814 2773 2486 7858 281 287 217 160 574 541 510 481 121 110 107 110 7577 1195 6382 1047 335 179 1912 168 6270 216 712 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=0 12 18 26 7 11 14 16 18 18 18 27 10 9 5 23 9 14 8 26 15 7 9 16 18 18 9 15 18 6 split_gain=25.5492 11.7864 5.94718 7.99979 8.58436 6.83041 6.4822 6.49004 6.43826 4.85427 4.47665 4.45469 4.12618 4.09796 6.67034 4.19682 4.55843 3.92616 8.89546 7.62631 8.81925 8.85299 8.65225 8.38539 9.10076 7.43373 6.42258 6.04305 7.56317 5.51879 threshold=88.500000000000014 62.394933700561531 123.80062484741212 0.027749378234148029 56.541666030883796 -0.41666667163372034 7.7271165847778329 2.5546768903732304 206.61211395263675 242.30849456787112 255.3051452636719 2.4022786617279057 1.0477074980735781 38.414216995239265 21.416666984558109 42.935167312622077 25.623311042785648 5.2141270637512216 7.6107146739959726 0.081498786807060256 4.8875000476837167 61.041666030883796 50.56439399719239 10.930608272552492 1588.7607421875002 3939.6452636718755 70.916667938232436 -0.10380747169256209 7046.3393554687509 5.6715474128723153 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 5 13 7 12 -4 -10 -11 -9 -6 14 15 16 -5 18 26 -19 22 23 -21 24 -22 -26 27 28 -12 -29 right_child=1 -3 8 4 6 -7 -8 11 9 10 17 -13 -14 -15 -16 -17 -18 19 -20 20 21 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.023745149064339909 0.026742873603457357 -0.036907765389853533 0.0074585578169551218 -0.0072745389420377999 -0.001062023849011384 -0.0040439939705861558 0.032206058056993996 -0.026049304718044366 -0.01197464170542145 0.018715391545567672 -0.0040720282169661517 0.00443958534066957 0.026708211813912672 -0.035237215340388199 0.012623296172620178 -0.032883051047454676 -0.037048733906236163 0.019013248801829617 -0.02800335173456129 0.0023568224199659294 -0.036740852771240569 -0.025847011589725612 0.018733924130903967 0.0024856903772751539 0.012505395895559561 -0.020936988652571709 0.012178660201951264 -0.00071243559362370941 -0.023054876288086584 0.021096716980460527 leaf_weight=9.2853458672761899 40.580918371677399 2.7988758459687224 102.76029017567635 32.060725599527359 8.6165740713477152 305.81828016042709 8.1359840333461744 8.6196506917476672 31.379545286297798 11.35098099708557 111.48232968896627 8.6322667524218542 10.915596611797808 7.7627120055258265 8.4309761524200422 10.689783476293085 5.4085364416241637 22.762021079659462 11.047520831227301 273.30410848557949 11.41099478304386 16.137021131813526 32.484199211001396 92.457551300525665 11.988542079925539 11.940012499690054 32.527918599545956 849.70580404996872 22.743259184062481 10.572531305253504 leaf_count=41 837 20 454 307 47 1912 70 42 143 51 551 65 63 38 41 147 41 109 56 1257 49 96 198 406 49 52 215 3986 134 52 internal_value=-0.000150749 0.0226361 -0.000625886 -0.00379445 -0.00441049 -0.00591336 0.00797418 0.00261452 0.000186082 -0.000295039 -5.42235e-05 -0.0107937 0.0144574 -0.014797 -0.0119931 -0.0163026 -0.0115723 -0.000195266 -0.00122711 0.00207176 0.0012143 -0.00490911 0.00409658 -0.00226527 -0.014695 -0.00418188 -0.000939085 -0.00136814 -0.00728849 -0.000444408 internal_weight=2123.81 43.3798 2080.43 424.376 415.091 370.171 44.9201 36.7841 1656.05 1553.29 1521.91 17.2519 19.5322 64.3527 56.59 48.159 37.4693 1510.56 1038.08 472.484 449.722 143.934 305.788 127.797 35.3395 23.9286 1027.03 994.504 134.226 860.278 internal_count=11529 857 10672 2814 2773 2486 287 217 7858 7404 7261 107 110 574 536 495 348 7210 4994 2216 2107 652 1455 556 150 101 4938 4723 685 4038 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=0 12 18 26 7 13 14 16 18 26 5 15 22 8 14 24 26 11 20 24 24 15 13 16 27 27 21 7 2 5 split_gain=24.5458 11.244 5.61629 7.56098 8.11145 6.55074 6.28401 6.12716 6.09835 6.3341 5.84226 5.70279 8.9176 6.93879 6.83702 6.54848 5.50544 5.1071 4.58048 4.37039 4.59013 8.24654 7.28728 6.17914 4.96927 4.14879 3.89946 8.02269 7.75152 6.04832 threshold=88.500000000000014 62.394933700561531 123.80062484741212 0.027749378234148029 56.541666030883796 -1.2250000238418577 7.7271165847778329 2.5546768903732304 166.71443176269534 0.095039360225200667 42.833333969116218 1.0000000180025095e-35 4206.6479492187509 0.56253641843795787 5.8996019363403329 0.37037926912307745 0.050013763830065734 -0.58333334326744068 176.51187896728518 0.031176926568150524 0.049856064841151244 1.4868686795234682 1.0871212482452395 7.276738405227662 3.6408810615539555 2.4022786617279057 44295.632812500007 7.3666667938232431 61751.447265625007 57.833333969116218 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 5 -5 7 -6 9 18 -11 12 17 -13 15 -14 -15 -7 -4 -18 23 22 24 -21 -22 -9 27 -10 -29 -28 right_child=1 -3 8 4 6 11 -8 25 26 10 -12 13 14 16 -16 -17 19 -19 -20 20 21 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.023146188111941548 0.026571058700762699 -0.035013484185791893 0.0088347485505297658 -0.023533218105088304 0.01411292488228195 -0.029295307851972728 0.031950032559037361 -0.025066856467899017 -0.015268016964575535 0.0059950733630781197 0.030243760085357473 0.021457075703054711 0.011312712140908159 -0.018830611254588594 0.027375800976244005 -0.018486711353888432 0.011405161984061057 -0.011399768808895807 -0.01573976613421068 -0.0020012311774472383 0.014321136754746716 0.016708036850637199 -0.031227873173559035 -0.027896490506588836 -0.0043063667538583168 0.0043174321455595882 0.0010780868690374399 -0.00046749345182482108 -0.021826455061308321 0.015674284876575212 leaf_weight=9.2405414134263975 39.632393565028906 2.8608116880059233 16.39167304337025 17.752892415970564 19.412203591316938 17.864945881068707 7.9578432105481616 8.6876921802759188 35.854051813483238 18.63896082341671 17.188775010406971 10.800498522818087 12.656926475465299 18.501116767525673 7.9606948755681506 13.954002723097799 20.476789191365242 72.999285660684109 11.697793543338774 19.220526248216629 14.822844311594961 20.536523103713989 8.1595453545451146 14.587721139192579 98.805367767810822 8.6105405464768392 570.31131729483604 942.66605618596077 15.544340454041956 26.748772375285625 leaf_count=41 837 20 70 154 110 210 70 42 210 81 79 59 64 76 53 121 85 590 51 82 68 103 48 61 712 65 2758 4334 89 186 internal_value=-0.000146256 0.0224249 -0.000607806 -0.00369275 -0.00429214 -0.00575337 0.00778223 0.00254329 0.00018067 0.00926653 0.0176287 -0.00485499 -0.00998425 -0.002007 0.00298369 -0.00431324 -0.00318511 -0.0149182 -0.00139925 -0.00171285 -0.00323792 -0.00087752 -0.00384289 -0.0131746 -0.0018764 -0.0104402 -0.00018432 -0.00133531 -0.000813984 0.00173201 internal_weight=2120.54 42.4932 2078.05 423.009 413.768 369.1 44.6683 36.7104 1655.04 63.9172 35.8277 351.347 125.436 225.911 34.5716 26.6109 215.11 90.8642 28.0895 196.609 176.133 142.324 121.788 33.8082 113.628 17.2982 1591.12 994.064 958.21 597.06 internal_count=11529 857 10672 2814 2773 2486 287 217 7858 281 160 2332 1038 1294 238 185 1235 800 121 1159 1074 931 828 143 780 107 7577 4633 4423 2944 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=0 12 16 24 22 10 10 12 8 10 15 10 9 28 11 28 1 6 26 11 14 19 10 12 7 14 6 14 8 15 split_gain=25.2841 16.6275 10.6393 7.30901 6.39976 6.26475 9.49928 10.8833 11.8686 8.87282 6.85916 6.49263 6.39687 6.05846 10.5802 5.68763 5.34954 8.50891 5.33851 8.03521 5.49087 5.32428 5.93338 4.9379 8.5302 4.92443 4.87446 6.63326 5.31934 4.9909 threshold=88.500000000000014 62.394933700561531 16.745480537414554 32.873748779296882 496.67642211914068 1.0012300014495852 1.6607555747032168 2.5811814069747929 1.0466373562812807 1.0924999713897707 0.10471491143107416 1.4160718917846682 17.4226188659668 0.10061999782919885 -1.0000000180025095e-35 0.11198899522423746 4.5000000000000009 2.2153606414794926 0.088788088411092772 1.0000000180025095e-35 1.1464404463768008 17027.706054687504 0.73119062185287487 2.0408329963684086 6.3166668415069589 1.1464404463768008 16.230081558227543 13.896041870117189 15.267190933227541 0.64644607901573192 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 13 12 7 8 10 -10 -7 -11 -6 18 -15 -16 17 23 19 20 -1 -14 25 -17 -25 -23 27 -8 29 -29 right_child=1 -3 3 -5 5 6 26 -9 9 11 -12 -13 21 14 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0071480105056138613 0.02808797919532147 -0.041772621506373814 0.0083113236273584315 -0.015411789412134808 -0.00015513269940701577 0.0074332514593322095 -0.00048851447052636321 -0.016089883104663992 0.042784480183891908 0.0054641384807661356 -0.024334729604222841 0.025747276199484873 -0.02983055520936604 -0.016241141834617639 -0.026058657637774811 -0.0051668890885843508 -0.025506055152507985 0.025024501037447411 0.018237429470032363 -0.0091935457692138879 0.016746281518886942 -0.030392715504134037 0.0054654256488218308 -0.016151136352836475 0.020688739419088324 -0.0084021628545941779 0.010717324770183851 -0.0058026939947808292 0.00031464678815513119 -0.031042624620014267 leaf_weight=12.981070667505263 39.20449011027813 3.3263900056481353 154.47087201476097 12.645308487117289 76.095142617821693 15.227015823125841 1201.2256162315607 14.025222733616827 11.420745499432085 34.246853172779083 10.224151387810705 24.268416702747345 13.131394438445566 83.030299447476864 9.3335385769605619 122.65098796412349 8.2825919911265355 10.729067496955393 14.18546089529991 52.567144155502319 25.975851356983185 12.886363774538038 18.470934443175793 8.2342205159366149 18.071357697248459 31.735141962766647 33.22442352026701 12.485436398535969 19.297665074467659 16.198925286531448 leaf_count=57 838 22 761 67 378 79 5870 70 54 166 50 117 65 719 41 793 57 74 64 223 110 63 85 65 98 134 154 67 89 75 internal_value=-0.000273612 0.0226241 -0.000742418 0.00651625 -0.00137745 -0.000532012 0.000100121 0.00858519 0.0122133 0.0185971 -0.00532847 0.0138763 -0.00630825 -0.00494397 -0.00740337 -0.00326465 -0.00199805 -0.000778736 0.00111284 -0.00154133 0.00878432 -0.012451 -0.00883377 -0.0026373 0.00915705 -0.0147529 -0.000623794 -0.000925427 -0.0118635 -0.0200564 internal_weight=2119.85 42.5309 2077.32 167.116 1910.21 1544.16 1391.84 109.412 95.3872 69.936 25.4512 58.5153 152.319 366.042 260.332 177.302 167.968 159.686 105.71 91.5241 38.9569 76.2238 63.0924 148.957 26.3056 44.6215 1282.43 1249.21 47.982 28.6844 internal_count=11505 860 10645 828 9817 7516 6791 536 466 337 129 283 725 2301 1847 1128 1087 1030 454 390 167 347 282 956 163 197 6255 6101 231 142 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=0 12 16 24 20 15 28 10 23 22 18 19 17 22 13 3 7 18 22 22 15 16 13 22 2 14 19 25 21 15 split_gain=24.2983 15.8364 10.0291 6.89531 6.63116 7.24771 6.026 5.36361 7.48161 6.47956 6.9092 6.63897 8.50234 6.18175 5.83949 9.27777 8.12469 5.71026 6.57033 13.1812 5.621 9.10845 5.61536 5.38323 5.25792 5.22956 6.75558 8.98436 6.71323 5.15698 threshold=88.500000000000014 62.394933700561531 16.745480537414554 32.873748779296882 0.0008635785197839142 0.31339286267757421 0.4994091540575028 0.70824542641639721 20.710499763488773 20124.336914062504 3007.101196289063 92902.718750000015 83430.757812500015 5692.9716796875009 -0.38750000298023218 4.7190001010894784 14.816666603088381 1955.1062622070315 4653.8664550781259 2697.945678710938 -0.072299651801586137 3.7576845884323125 3.6181818246841435 10739.996093750002 98141.367187500015 1.0313264131546023 16282.244140625002 6.3524167537689218 93063.339843750015 2.1132478713989262 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 6 -1 8 13 10 17 12 20 -6 -11 16 -16 25 19 -19 21 -12 29 -20 -14 -9 27 -27 -28 -22 right_child=1 -3 3 -5 7 -7 -8 9 -10 14 11 -13 24 -15 15 -17 -18 18 23 -21 22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.01607209961783488 0.027942069342729529 -0.039592493522746949 0.0080788098878532 -0.015001263332058149 -0.005914663110120638 0.00093255924178783564 -0.012322559838600417 0.0099842356761201036 0.016250315800464446 0.0060586319909169215 -0.023423912815739519 -0.010511325292792686 0.041155129345824104 -0.025399830859016717 0.011670160156981284 -0.016148260972888746 -0.006279370490624752 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53 1139 57 internal_value=-0.000265701 0.0224234 -0.000720899 0.00633458 -0.00133722 -0.00643673 -0.0107573 -0.000724163 -0.00636338 -0.000221843 0.00058791 0.0056688 0.00747943 -0.00849967 -0.00482433 -0.00688711 -0.00230588 -0.000331844 -0.00979674 0.00204966 0.00524287 -0.00634465 0.0079084 -0.0189409 0.0261319 0.000150084 -0.000296331 -0.00267859 0.00219232 0.0104731 internal_weight=2117.39 41.6446 2075.75 166.756 1908.99 204.867 129.148 1704.12 139.381 1564.74 1330.63 203.954 183.428 127.35 234.109 196.806 131.672 1126.68 54.5881 23.7804 163.788 30.6308 133.157 30.8077 19.6393 1072.09 1025.54 523.969 501.569 113.488 internal_count=11505 860 10645 828 9817 1694 1227 8123 643 7480 6247 995 886 579 1233 1004 593 5252 258 114 781 149 632 144 105 4994 4783 2358 2425 545 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=0 12 24 16 6 20 11 1 16 15 22 10 18 15 12 21 13 23 18 11 24 14 20 10 22 22 21 10 16 10 split_gain=23.3497 15.1032 9.4859 12.2736 6.75785 5.65823 12.3409 10.002 12.6629 6.90113 5.58532 6.39042 6.39624 7.50291 6.29724 8.17495 9.38294 5.98087 5.9576 5.75535 7.28166 6.5518 5.51241 5.31876 5.14958 12.3435 5.11803 7.08283 7.92306 6.84382 threshold=88.500000000000014 62.394933700561531 49.800859451293952 16.745480537414554 16.230081558227543 0.0008635785197839142 -1.0000000180025095e-35 4.5000000000000009 3.509688258171082 0.41885964572429663 20124.336914062504 0.70824542641639721 3007.101196289063 3.7596154212951665 0.64222851395607006 39317.078125000007 1.0000000180025095e-35 1.3268333673477175 1955.1062622070315 -1.0000000180025095e-35 0.38937573134899145 1.1464404463768008 22064.161132812504 6.0459485054016122 4653.8664550781259 2697.945678710938 16378.110351562502 6.5626838207244882 9.9632163047790545 1.1692548394203188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 9 8 -8 -1 11 19 18 17 22 16 -16 -14 26 21 -21 -7 -12 -17 25 -20 -13 29 -29 -28 right_child=1 -3 -4 -5 -6 10 7 -9 -10 -11 14 12 13 -15 15 23 -18 -19 24 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.019103466965360791 0.027795430609183148 -0.037589472028620001 -0.022510694580765819 0.0074720433401192412 0.012694867548834456 -0.0091233373147109192 -0.0021817025979103122 -0.033456861736700774 0.027168668548215549 0.013796641331653226 0.024125193962741338 -0.0018782742514321001 -0.010309804377642401 -0.014480762173649917 -2.6231025090767521e-05 -0.011179791315183027 -0.023960931901713327 0.0092158811454373362 -0.020201546983049844 -0.015096989294220509 0.0076070362312231762 0.012685717009594527 -0.0044500557468306117 0.0016550665619373885 -0.018295572684897798 0.023632633464002857 0.016222532433987989 0.024126695308344253 -0.0075954102793260253 0.00045393434589517179 leaf_weight=64.984123043715954 37.304143913090229 3.475713223218917 17.792953010648489 159.83809322118759 31.055837105959654 24.766636081039906 107.01832437887788 7.8650253266096106 15.095837064087389 6.2938458248972884 11.531320832669737 556.50373259931803 15.532729297876356 15.316571719944475 22.440731912851334 44.1444086804986 42.961978688836098 155.08808114379644 12.249047644436361 70.935486793518066 15.48974698781967 24.822918608784676 12.842417165637015 85.029773399233818 30.276611559092999 10.950414732098578 26.209602929651737 25.362892180681229 9.8335838168859464 451.5170920342207 leaf_count=683 838 22 136 792 143 122 769 57 116 37 56 2499 65 68 128 280 204 775 59 314 80 109 62 420 141 52 122 134 52 2170 internal_value=-0.000258134 0.0222226 -0.000700213 -0.000511458 -0.00118445 -0.00141556 -0.00616662 -0.000665394 0.00144661 -0.0161984 -0.00084086 -0.000164224 0.000478942 0.00563275 -0.00530598 -0.00710667 -0.0157485 0.00743833 -0.000374457 -0.00635327 -0.0110278 0.00179357 0.00906902 -0.00273116 -0.0101464 0.000488693 0.000114184 0.00227593 0.0152638 0.00131905 internal_weight=2114.53 40.7799 2073.75 2055.96 1896.12 1865.06 201.257 129.979 122.114 71.278 1663.81 1444.86 1308.84 185.937 218.951 194.577 65.4027 170.621 1122.9 136.015 86.4252 49.5896 24.3737 129.174 53.4761 23.1995 1069.43 512.923 35.1965 477.727 internal_count=11505 860 10645 10509 9717 9574 1662 942 885 720 7912 6762 6137 908 1150 1032 332 840 5229 625 394 231 118 700 252 111 4977 2478 186 2292 is_linear=0 shrinkage=0.03 Tree=98 num_leaves=31 num_cat=0 split_feature=0 12 24 16 6 20 11 1 16 27 15 22 13 3 26 21 21 10 18 15 18 15 16 19 19 11 27 16 12 2 split_gain=22.4365 14.4213 9.02761 11.5674 6.36955 5.36217 11.8001 9.5713 11.8046 7.23962 6.58797 5.26595 6.11383 6.15122 7.03974 6.89975 7.41336 6.01892 6.00838 7.05301 5.61323 5.48414 8.65084 6.23615 6.66149 5.4203 7.31114 5.3653 5.3567 4.87314 threshold=88.500000000000014 62.394933700561531 49.800859451293952 16.745480537414554 16.230081558227543 0.0008635785197839142 -1.0000000180025095e-35 4.5000000000000009 3.509688258171082 10.365097522735597 0.41885964572429663 20124.336914062504 -0.38750000298023218 4.7190001010894784 20.549223899841312 44295.632812500007 55745.466796875007 0.70824542641639721 3007.101196289063 3.7596154212951665 1955.1062622070315 -0.14434523880481717 3.9331965446472172 92231.761718750015 85097.210937500015 -1.0000000180025095e-35 2.7575556039810185 1.0965946316719057 6.1775493621826181 16908.739257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 10 8 -8 -10 -1 17 -13 14 -14 -15 -17 25 20 21 29 22 -20 24 -23 27 -27 -7 -16 -19 right_child=1 -3 -4 -5 -6 11 7 -9 9 -11 -12 12 13 15 28 16 -18 18 19 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.018774812558764828 0.027647988525625583 -0.035742159918074598 -0.022070646904842357 0.0072607971964481453 0.012337496545676452 -0.0086911329341030335 -0.0021190096549431586 -0.033011824774433506 0.0096991962400486201 0.052170182064015545 0.013308624009310963 0.0065776515190255789 -0.0072319762341730527 -0.032475647501968359 -0.0027691561547981392 0.011469670916031346 -0.016245245315230358 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2349 internal_value=-0.000250791 0.0220217 -0.000680057 -0.000496749 -0.00114995 -0.00137425 -0.00601115 -0.000647049 0.00140267 0.0261066 -0.015894 -0.000815878 -0.00515525 -0.00730045 -0.00344028 -0.0150601 -0.00925279 -0.000159369 0.000464416 0.00545509 -0.000363264 0.00720259 -0.00454809 0.00966018 0.0119242 -0.00616917 -0.0107076 0.0017414 0.0100981 0.000110747 internal_weight=2112.04 39.9364 2072.1 2054.5 1894.94 1863.94 200.331 129.852 122.118 15.2365 70.4791 1663.61 218.616 184.823 123.424 61.3995 46.0454 1445 1309.12 186.226 1122.89 170.914 29.5629 141.351 125.189 135.879 86.3428 49.5363 27.0042 1069.48 internal_count=11505 860 10645 10509 9717 9574 1662 942 885 116 720 7912 1150 946 560 386 286 6762 6137 908 5229 840 153 687 603 625 394 231 118 4977 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=5 16 0 10 21 18 9 17 22 11 22 10 22 1 11 10 10 25 24 25 22 8 15 18 15 9 6 25 24 13 split_gain=21.6999 8.53862 7.50245 7.94712 5.75094 5.4862 5.36692 7.74892 5.30536 9.5133 4.97132 4.7383 4.68145 4.62365 6.40936 5.60044 11.6746 8.43686 7.97768 4.8077 4.60947 5.58506 4.46331 7.39526 7.60179 5.13823 6.4044 4.7094 4.45107 4.42536 threshold=92.833332061767592 16.745480537414554 70.500000000000014 1.1561383008956911 8133.0190429687509 4760.5727539062509 23.520417213439945 36318.943359375007 69.510181427001967 -1.0000000180025095e-35 29220.867187500004 0.54878199100494396 99.983306884765639 -20.499999999999996 -0.83333334326744068 1.0012300014495852 1.1692548394203188 1.6562083363533022 0.33923664689064031 18.575583457946781 1152.609802246094 4.2462089061737069 -0.18677325546741483 2932.8295898437505 -1.0000000180025095e-35 30.010416984558109 1.4708693623542788 7.7604167461395273 5.8923208713531503 -1.9045454263687132 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 2 8 -4 20 10 -7 -8 9 11 -3 -1 -10 -14 22 19 17 -17 -19 -16 -5 -22 25 24 -24 -15 -27 -25 -21 -18 right_child=-2 5 3 4 -6 6 7 -9 12 -11 -12 -13 13 14 15 16 29 18 -20 28 21 -23 23 27 -26 26 -28 -29 -30 -31 leaf_value=0.0023339228473343607 0.031277897888462455 0.0070780490863236465 -0.013868815554529462 0.016726475213253773 0.016554960226379718 -0.01233899674400247 -0.0091294080437208346 0.016289546050708887 0.017459264581189609 -0.0016314189896705848 0.024334545467259074 -0.020520714061821876 0.012367240664588629 -0.006331233832369043 -0.0068549101041897363 -0.0088329431599712613 0.016342336841877848 0.030344415320721761 0.0023462350512465252 0.023531699382740828 -0.026777853636381684 0.007766607354361574 0.013534379886872604 0.015841339554333637 -0.015602227334236413 -0.0082722334641340024 -0.036019174156360238 -0.0074401672674292828 -0.0045870803800875763 -0.00073762190590441023 leaf_weight=9.8718754053115827 19.473929405212402 91.649322021752596 13.697184652090071 8.9086034744977969 52.88455980271101 24.033996321260929 19.025799535214901 24.945859543979168 12.248990714550017 117.19913886114955 17.970920082181692 47.197793252766132 22.439814299345016 58.406506981700659 182.30421030521393 11.310481071472166 13.813857346773146 26.046280071139336 14.127055108547209 9.4874701499938983 8.6478699743747729 8.2123474068939668 10.192873790860174 24.552529439330101 38.49509072303772 15.577719759196045 14.414228603243826 11.473901197314261 10.873097226023672 1170.0432333946228 leaf_count=63 520 546 90 52 510 111 92 146 51 836 88 528 102 359 833 47 70 115 77 46 43 64 55 112 205 72 75 80 71 5446 internal_value=-0.000243773 -0.000537474 -0.00112186 0.00721986 0.0108924 0.00575434 -0.000939524 0.00529119 -0.00154512 -0.00652264 0.00990704 -0.0165673 -0.00101806 -0.00115661 -0.00134497 -0.000688452 6.986e-05 0.0140549 0.0204988 -0.00531073 -0.000728779 -0.00995179 -0.00679854 -0.00187781 -0.00950245 -0.0115142 -0.0216075 0.00842651 0.00851551 -0.000538324 internal_weight=2109.53 2090.05 1912.43 92.3506 78.6534 177.626 68.0057 43.9717 1820.08 174.269 109.62 57.0697 1645.81 1633.56 1611.12 1438.01 1235.34 51.4838 40.1733 202.665 25.7688 16.8602 173.113 84.7144 48.688 88.3985 29.9919 36.0264 20.3606 1183.86 internal_count=11505 10985 10002 759 669 983 349 238 9243 1427 634 591 7816 7765 7663 6705 5755 239 192 950 159 107 958 452 260 506 147 192 117 5516 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=5 5 17 28 11 11 22 23 8 15 11 13 10 26 23 24 17 26 20 5 15 0 2 3 25 25 9 20 21 7 split_gain=20.736 11.5848 8.32421 8.20018 6.66367 5.20891 4.28223 10.7286 5.99466 5.55581 5.36255 9.15218 4.85485 7.79725 7.04056 7.72917 9.34646 10.5737 9.43893 8.4779 5.78681 6.85837 5.86069 6.19928 6.5646 6.15827 5.41568 5.34349 8.21852 5.11821 threshold=85.166667938232436 15.166666507720949 14619.181152343752 1.2775954008102419 -0.83333334326744068 -8.833333492279051 5692.9716796875009 5.3916666507720956 9.194242477416994 1.2970588207244875 20.166666984558109 10.387499809265138 0.73119062185287487 0.046519109979271896 2.0011667013168339 0.37037926912307745 55684.708984375007 8.598762512207033 7564.1044921875009 57.583333969116218 0.46737588942050939 31.500000000000004 5190.7312011718759 4.4095001220703134 16.876333236694339 10.681666374206545 35.433034896850593 2484.5993652343755 10278.599121093752 40.041666030883796 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 2 -1 -2 5 -4 7 8 -3 -10 11 12 -8 -14 15 16 17 19 -18 27 21 -16 -22 24 25 26 -24 28 -15 -29 right_child=3 6 4 -5 -6 -7 10 -9 9 -11 -12 -13 13 14 20 -17 18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.02740201673631491 -0.023609009998961247 0.0010668239290638397 0.0047111894543389182 0.027097561612893534 -0.002177297685218558 -0.013941287490005306 -0.017542949590093795 0.024567107921678346 0.00072403717740826307 0.020334999813161853 -0.021822144528904203 0.019422678229006514 0.018589777113800655 -0.017863341913102824 0.0018207259482136673 -0.029620416580527064 -0.007581030679597432 0.008655161837805703 0.025728618519916032 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-0.00377984 0.0225505 -0.00333508 -0.010736 0.000939921 0.00221852 0.00171804 0.0115299 -0.00127311 -0.000802214 -0.00163748 -0.00105081 -0.001842 -0.00676351 -0.00489911 -0.00867138 0.00987569 -0.0132396 0.00112387 0.0061889 -0.00267221 -0.000670714 0.00223749 0.00515465 0.00135063 -0.00946532 0.0010632 -0.0151189 internal_weight=2110.3 2075.14 713.093 35.1621 699.915 94.6821 1362.04 863.277 844.368 52.5528 498.765 487.592 468.253 451.596 434.109 163.237 150.926 120.23 30.6968 95.1444 270.872 116.041 154.831 138.54 114.495 98.286 78.2151 80.7932 28.227 52.5662 internal_count=11526 10735 4354 791 4282 718 6381 4018 3860 270 2363 2299 2198 2118 2045 706 649 510 139 403 1339 601 738 667 526 456 368 339 119 220 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=5 5 28 13 6 6 20 27 23 22 23 8 8 16 11 13 15 23 10 24 16 11 21 26 11 12 16 19 18 26 split_gain=19.91 10.9242 7.90124 6.96159 5.31864 7.12677 6.08025 4.2835 7.47791 4.03012 10.1643 5.67437 6.86884 5.07692 5.31766 8.43013 5.21141 7.12045 6.75591 7.36201 6.91649 7.47733 6.93736 6.26047 6.31555 8.24307 4.93898 4.9193 10.1066 6.93507 threshold=85.166667938232436 15.166666507720949 1.2775954008102419 -0.087121214717626558 2.1014931201934819 1.6297879815101626 30600.265625000004 74.833301544189467 34.625499725341804 5692.9716796875009 5.3916666507720956 13.006407260894777 17.959339141845707 1.0965946316719057 19.416666984558109 10.387499809265138 0.46737588942050939 1.5258333683013918 11.414070606231691 1.5219013690948489 3.7576845884323125 0.83333334326744091 39651.001953125007 0.051989750936627395 -1.0000000180025095e-35 3.6957451105117802 2.587733387947083 13167.736328125002 331.65556335449224 0.26678344607353216 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 3 -2 4 5 6 7 8 -1 10 11 -3 -13 -11 15 16 17 26 19 20 21 -19 -22 -18 25 -25 -15 -26 -29 -30 right_child=2 9 -4 -5 -6 -7 -8 -9 -10 13 -12 12 -14 14 -16 -17 23 18 -20 -21 22 -23 -24 24 27 -27 -28 28 29 -31 leaf_value=-0.0085108006688421906 -0.022468918860535394 0.0011985025868389205 0.026937340115416909 -0.0021499005450099922 -0.020869946508570592 0.023133120455124338 0.017629305892897615 0.00025075963641801115 -0.029964339988452351 -0.017296360082724609 0.023969871977422504 0.025585484729597936 -0.004422447362747035 0.0044015491789895379 -0.020214393074671322 0.019506541543807227 0.020750475361679961 -0.0062094751079030536 0.018729303393141449 -0.020842048263901104 0.0010384464433984156 0.020846905284236477 0.025491791270792572 -0.023798577549614942 -0.010693066482766699 0.0011472125757097721 -0.017138079772528639 0.019586699624507157 0.018549857417113194 -0.0047771812777323381 leaf_weight=59.424336895346642 3.2127796858549109 814.56906640902162 31.244921378791332 563.03408705443144 29.433723833411932 6.8262330815196028 7.5147259682416907 26.008049719035625 19.39522248506546 17.105022095143795 18.800386995077133 18.717334765940908 10.841807913035153 16.179637089371681 12.204510219395159 18.836682520806789 9.130667105317114 50.316267006099224 29.772067464888096 10.83473017066717 18.964758813381195 11.247837245464323 23.232611067593098 30.605877906084061 47.467972114682198 19.528428107500076 23.491337403655052 21.218386270105839 12.621763736009596 125.72987586632371 leaf_count=420 41 3704 750 3177 277 62 47 142 229 83 158 97 59 66 69 99 39 251 143 63 90 54 125 140 214 93 101 101 56 576 internal_value=-0.000286191 -0.000662124 0.0223308 -0.00367428 -0.00944993 -0.00662927 -0.00843771 -0.0103064 -0.0137899 0.000912379 0.00215296 0.00166705 0.0145791 -0.00123518 -0.000664475 -0.000155933 -0.000978365 0.00290368 0.00599697 0.00268911 0.00514622 -0.00126624 0.0145017 -0.00366121 -0.00452792 -0.0140816 -0.00835323 -0.00221448 0.000307675 -0.00264907 internal_weight=2107.51 2073.05 34.4577 711.636 148.602 119.169 112.342 104.828 78.8196 1361.42 862.929 844.128 29.5591 498.488 481.383 469.179 450.342 184.039 144.368 114.596 103.761 61.5641 42.1974 266.303 257.172 50.1343 39.671 207.038 159.57 138.352 internal_count=11526 10735 791 4354 1177 900 838 791 649 6381 4018 3860 156 2363 2280 2211 2112 893 726 583 520 305 215 1219 1180 233 167 947 733 632 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=5 5 17 11 11 17 21 27 21 28 23 25 17 18 18 26 18 25 21 15 21 21 20 26 17 17 2 17 2 12 split_gain=19.1485 10.6839 7.95923 6.16973 4.96152 4.22525 3.83756 5.57149 5.68604 5.36482 4.72584 6.58225 6.37964 6.37643 6.10652 7.32015 7.13511 7.45088 7.17724 5.67788 5.47258 6.84952 4.75366 5.01036 6.6408 5.03822 4.60722 5.82903 5.16096 4.48431 threshold=89.166667938232436 15.166666507720949 14619.181152343752 -0.83333334326744068 -8.833333492279051 15919.788085937502 99999.058593750015 39.976200103759773 98126.894531250015 1.7815860509872439 5.3916666507720956 18.183458328247074 13908.897949218752 12051.517089843752 5112.4589843750009 0.13745581358671191 3316.383911132813 10.681666374206545 16959.965820312504 0.47958332300186163 87225.496093750015 92332.167968750015 14648.399414062502 8.0007324218750018 37775.718750000007 10907.028808593752 66729.082031250015 75947.941406250015 36366.888671875007 1.4708693623542788 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 2 -1 4 -4 -5 7 8 10 -8 11 13 -12 14 16 -16 17 20 -18 -17 22 -22 -3 24 -24 -25 28 -28 -15 -19 right_child=-2 6 3 5 -6 -7 9 -9 -10 -11 12 -13 -14 26 15 19 18 29 -20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31 leaf_value=-0.026853664135445633 0.026338209538459768 0.0010675378513987815 0.0047610239076102956 0.013439949258765139 -0.013475815692865521 -0.0024351055172947742 -0.004840846368121726 -0.020118436341340893 -0.016559285828953853 0.019229111344783469 0.031703368586276343 -0.0190036204722649 0.0051248484935730535 -0.013336145954958288 -0.0087668559200954916 0.02573631418197498 0.011022964013072893 0.0031139884492214693 -0.01792704640768817 0.0059441110865315182 0.035118414898875516 -0.00012778877534317266 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0.000700178 0.000880668 0.0105956 0.00110246 0.000651774 0.00832641 0.000896874 0.00135198 0.0101651 0.000816023 0.00130494 -0.0111588 0.0153822 0.000885781 0.0164574 0.000577341 -0.00810204 -0.0163446 0.00207483 -0.00948559 -0.0197459 -0.00156177 0.0164863 internal_weight=2104.92 2080.87 710.164 697.19 93.5416 603.648 1370.7 1334.47 1323 36.2296 1306.39 1229.67 76.7166 1214.53 1163.53 66.7016 1096.83 1053.8 43.0256 52.2916 1025.49 19.9181 1005.57 53.7567 29.7009 24.0558 51.0021 22.2244 28.7776 28.314 internal_count=11526 10864 4354 4282 718 3564 6510 6219 6163 291 6069 5609 460 5540 5289 312 4977 4780 197 250 4649 110 4539 248 139 109 251 121 130 131 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=5 5 17 11 20 5 10 15 18 22 26 26 22 22 8 11 13 22 20 19 10 13 19 15 25 28 25 19 21 17 split_gain=18.6144 10.3696 7.61577 5.86966 4.73 4.51259 9.40731 10.5573 7.36709 5.23221 4.52178 7.60017 4.78746 4.24596 7.16101 5.06146 8.36058 5.40526 6.64042 7.81427 5.60982 8.57141 6.79275 5.13995 5.02094 4.19531 8.28765 7.82226 7.66069 17.3354 threshold=92.833332061767592 15.166666507720949 14619.181152343752 -0.83333334326744068 1.0000000180025095e-35 70.416667938232436 1.1561383008956911 3.7596154212951665 442.47781372070318 7799.9724121093759 0.66979455947875988 0.30484129488468176 3368.5358886718755 5692.9716796875009 13.006407260894777 18.833333015441898 10.387499809265138 9913.6445312500018 194.736198425293 4025.3559570312505 8.562232971191408 0.13392857462167743 45069.941406250007 -0.60208335518836964 1.2914166450500491 1.0470132231712344 1.794333338737488 85843.343750000015 41003.931640625007 68476.457031250015 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 2 -1 4 -4 13 8 10 -7 -9 11 -8 -13 14 -3 16 17 20 -19 -20 21 22 -15 -21 -25 28 -27 -28 -26 -30 right_child=-2 5 3 -5 -6 6 7 9 -10 -11 -12 12 -14 15 -16 -17 -18 18 19 23 -22 -23 -24 24 25 26 27 -29 29 -31 leaf_value=-0.026398830443548089 0.031124750119017108 0.0012406389118517526 -0.026114100446714712 -0.0019690330019951508 -0.0072138402670114147 -0.030606693782906438 0.026309077058359435 0.0053583646459995499 0.0094220496534973119 -0.022332307329386947 0.025626463235529043 -0.022841256346543874 0.011761191580372742 -0.026543537398075363 0.015532467182648918 -0.021584358594685583 0.019499715305481797 0.015826574630831258 -0.027533396059515183 0.014406438557449221 -0.021293715641265344 0.0095686859120629204 0.0015457871165378224 0.018604354198995657 0.01021409017718042 0.024090425497771246 -0.0031850596861791466 0.021220393758637757 -0.045826751606521457 -0.0046873599341605799 leaf_weight=12.804340273141859 16.86095529422164 774.52618265897036 14.038755659013985 603.0438316911459 78.850937612354755 9.6406242325902003 12.274876475334169 17.053315870463852 7.249916110187768 9.5976349562406522 32.551850315183401 7.3158635534346086 7.082351952791214 17.665911376476291 32.893044505268335 11.323006369173525 16.785464581102133 21.084108978509903 10.087874278426169 19.027871303260326 23.940359003841877 24.037931829690933 13.801721438765524 10.627290084958075 14.290049329400061 11.704563766717909 209.74616470187902 12.525380581617354 12.178937166929243 37.924097009003162 leaf_count=72 502 3440 212 3564 506 66 67 130 51 82 389 48 53 74 214 61 78 100 43 93 107 104 65 45 63 53 947 62 54 181 internal_value=-0.000269925 -0.000523725 -0.00347217 -0.00305035 -0.0100703 0.000993903 0.00704126 0.0110667 -0.0134252 -0.0046137 0.0181228 0.00896537 -0.00582063 0.000506162 0.00182287 -0.00177157 -0.00127898 -0.00207411 -0.000507924 -0.00152652 -0.00915527 -0.00391978 -0.0142235 -0.000726715 -0.00165861 -0.00238033 -0.000514124 -0.00180977 -0.00916131 -0.0146874 internal_weight=2102.54 2085.67 708.738 695.934 92.8897 1376.94 102.766 85.8759 16.8905 26.651 59.2249 26.6731 14.3982 1274.17 807.419 466.751 455.428 438.642 359.196 338.112 79.4459 55.5056 31.4676 328.024 308.996 298.369 233.976 222.272 64.3931 50.103 internal_count=11526 11024 4354 4282 718 6670 886 769 117 212 557 168 101 5784 3654 2130 2069 1991 1641 1541 350 243 139 1498 1405 1360 1062 1009 298 235 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=5 5 17 15 12 22 9 23 8 3 26 5 10 15 18 22 26 26 21 28 20 28 26 20 9 8 15 8 25 22 split_gain=18.0312 9.77663 7.28742 5.69097 4.53235 7.39346 9.37251 5.59062 4.57367 6.44962 5.13398 4.27868 8.88594 10.1031 6.81164 4.85519 4.44095 7.25381 4.98195 4.17232 6.79555 4.51879 6.38212 6.34718 7.1471 7.17179 4.65226 4.07409 4.00066 3.99562 threshold=92.833332061767592 15.166666507720949 14619.181152343752 1.0000000180025095e-35 2.4130063056945805 3474.0703125000005 1.5055555701255801 9.0100002288818377 3.5797197818756108 8.545499801635744 10.102287769317629 70.416667938232436 1.1561383008956911 3.7596154212951665 442.47781372070318 7799.9724121093759 0.66979455947875988 0.30484129488468176 11090.239257812502 36.832273483276374 33099.046875000007 17.613570213317875 11.785973072052004 15825.591308593752 3.0104166269302373 1.2758111357688906 0.040833333507180221 4.6563735008239755 33.253395080566413 5692.9716796875009 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 2 -1 4 5 6 -4 -8 -6 -10 -11 29 14 16 -13 -15 17 -14 -19 20 21 22 26 24 25 -23 -5 -28 -26 -3 right_child=-2 11 3 19 8 -7 7 -9 9 10 -12 12 13 15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-0.02595231846820379 0.031090530883007887 0.0017686226135121301 0.00034764736897638458 0.017448177087822047 -0.030140957479793042 0.0036210941485305156 -0.0026716668833989148 -0.023810824326760266 -0.034755016958119417 0.020236846249242338 -0.011611003347747641 -0.02923617759057966 0.025848720563514511 0.0052137142948089753 0.0091905505409712596 -0.021356422971179061 0.025337943494409338 -0.023595573706803614 0.01165329752380399 0.015252214354043014 -0.021521901357859512 6.7072082909135379e-05 -0.016357010583016252 0.021630619226003751 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0.000964998 0.00686984 0.0108193 -0.0129361 -0.00445946 0.0178011 0.00873683 -0.00562667 -0.00123935 -0.00169928 -0.00105868 -0.00227089 0.00613217 0.000655853 0.0112197 -0.00124956 -0.0018511 -0.0115878 0.000491124 internal_weight=2100.02 2083.64 707.438 694.802 199.732 159.266 101.616 56.4055 40.4666 26.5584 20.0126 1376.2 102.238 85.2399 16.9976 26.7344 58.5054 26.5614 14.4403 495.069 481.637 466.56 399.255 67.3048 49.7322 26.6975 372.263 360.66 23.0346 1273.96 internal_count=11526 11024 4354 4282 1595 1204 824 531 391 243 199 6670 886 769 117 212 557 168 101 2687 2615 2530 2093 437 341 184 1910 1848 157 5784 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=5 5 21 24 6 6 12 8 21 21 14 26 2 21 14 15 14 16 8 15 10 27 26 14 27 27 15 21 21 17 split_gain=14.905 7.83363 6.93567 6.31208 5.13162 4.73543 6.70191 6.47338 6.01443 9.49782 6.78869 5.92982 5.38634 10.3856 5.61826 6.31661 5.74613 6.28915 6.98999 6.50093 6.26944 7.09715 5.02085 5.00888 4.95805 4.8567 4.77829 4.78473 4.89494 4.71713 threshold=93.166667938232436 25.416666984558109 6876.0996093750009 49.800859451293952 2.2153606414794926 1.8660253882408144 3.0275251865386967 2.076319813728333 87225.496093750015 93063.339843750015 24.259407043457035 1.322723984718323 71242.054687500015 59112.337890625007 1.0492792129516604 0.063164893537759795 1.1360368728637698 7.0004689693450937 4.3675799369812021 -0.051956815645098679 3.9000705480575566 2.8663749694824223 0.37331324815750128 1.3312467336654665 1.9335370063781741 1.6537395715713503 -0.051956815645098679 19470.491210937504 25701.554687500004 4294.5478515625009 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 2 -1 -4 5 8 7 -7 10 -10 12 -11 13 14 15 -3 -16 18 20 -19 21 24 -23 -22 -18 -17 -26 -28 -29 -20 right_child=-2 4 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 16 25 17 19 29 -21 23 22 -24 -25 26 -27 27 28 -30 -31 leaf_value=-0.024127606950533412 0.029151094010839471 -0.0064826019146025232 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164.11439480260015 15.148761719465254 9.6927051246166247 10.379367571324108 41.104957543313503 11.608816772699354 25.5820965282619 41.804236814379692 15.329865425825121 12.136981710791586 24.640364095568657 leaf_count=61 494 87 5716 127 1227 47 76 105 43 69 126 113 201 66 82 105 901 48 73 746 64 50 83 181 53 117 187 65 51 116 internal_value=-1.41059e-05 -0.000234484 -0.0020777 -0.00180462 0.00161204 0.000511658 -0.0089911 -0.000489712 0.00106265 0.015617 0.000579239 0.00265924 8.18051e-05 0.000680155 0.000162807 0.00821306 -0.000770529 -0.000242354 0.00178992 -0.00501105 0.000476796 0.00213918 0.0193946 -0.00874165 0.000952528 0.013746 -0.00536276 -0.00834784 0.00137918 0.0134885 internal_weight=2087.09 2071.44 1036.65 1023.97 1034.79 813.965 44.6092 29.0705 769.356 24.7323 744.624 16.6458 722.826 686.195 672.971 69.9173 603.054 584.054 409.527 174.528 368.198 311.944 20.0721 56.2537 291.872 50.7936 80.8799 69.2711 27.4668 41.3289 internal_count=11480 10986 5904 5843 5082 3855 228 152 3627 225 3402 182 3276 3075 3009 309 2700 2618 1824 794 1635 1390 133 245 1257 222 356 303 116 189 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=5 5 21 24 6 6 12 8 21 21 14 26 2 21 14 15 14 16 8 15 10 2 22 8 2 22 18 19 27 20 split_gain=14.4193 7.37812 6.58327 6.03973 4.83702 4.45347 6.27932 6.08504 5.68711 8.97571 6.43881 5.6323 5.06701 9.81006 5.28523 5.94008 5.41424 5.91523 6.58683 6.12142 5.99508 7.75688 7.14221 7.02745 7.01812 5.3141 5.23336 4.80145 4.55966 4.53044 threshold=93.166667938232436 25.416666984558109 6876.0996093750009 49.800859451293952 2.2153606414794926 1.8660253882408144 3.0275251865386967 2.076319813728333 87225.496093750015 93063.339843750015 24.259407043457035 1.322723984718323 71242.054687500015 59112.337890625007 1.0492792129516604 0.063164893537759795 1.1360368728637698 7.0004689693450937 4.3675799369812021 -0.051956815645098679 1.8300139904022219 2549.5651855468755 5182.1015625000009 1.2200880050659182 19226.919921875004 349.86506652832037 462.35348510742193 4662.5422363281259 1.6537395715713503 2355.3808593750005 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 2 -1 -4 5 8 7 -7 10 -10 12 -11 13 14 15 -3 -16 18 20 -19 23 -22 26 24 25 -18 -23 -20 -17 -9 right_child=-2 4 3 -5 -6 6 -8 29 9 11 -12 -13 -14 -15 16 28 17 19 27 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.023580094495313595 0.029067887905134693 -0.0062915351215221543 -0.0014857642315171035 -0.021709613094981692 0.0055062087304004132 -0.020659675736323501 -0.024080006978923783 0.024228440028001907 0.041201261083313657 -0.012300306116466314 0.016688798689049572 0.023126234982340864 -0.010790271938234905 0.026297728487413168 -0.0165185407021483 0.004270017536282221 0.0011305780035961712 0.017473040796055873 0.029852390857166577 -0.0062699841394958933 -0.027997376162112068 -0.00057017563507481318 -0.013542595734464804 0.016559876166587995 0.019349122940350284 -0.020668286101321199 0.014263242848601004 0.0068513152497876794 0.022243401325388521 -0.0044968427750287244 leaf_weight=12.58814602345228 15.232460180297492 19.113497793674469 1009.6778348013759 13.467492591589687 220.50316522084177 9.1899029724299925 15.582527305930851 9.238566495478155 8.0516868494451064 9.6076542995870131 21.634885430335999 6.9684323593974105 36.640299867838621 13.17450215667486 18.974762439727783 25.207989647984505 39.254051633179188 10.391131512820719 11.21581210196018 164.25479824841022 9.9191187247633916 192.90038536116481 34.920439887791872 39.222556471824646 14.125383391976355 13.535226222127674 24.078236781060696 30.058694906532764 25.608167987316847 10.623832225799559 leaf_count=61 494 87 5716 127 1227 47 76 48 43 69 126 113 201 66 82 105 172 48 51 746 45 859 153 174 62 62 108 138 117 57 internal_value=-1.35649e-05 -0.000227594 -0.00201726 -0.00175197 0.00156508 0.000496812 -0.00871574 -0.000474939 0.00103163 0.0152152 0.000562275 0.00259268 7.94383e-05 0.000660044 0.000158003 0.00796512 -0.00074761 -0.000235087 0.00173753 -0.00485732 0.000462796 -0.00197533 -0.000950646 0.00647713 0.000567045 -0.00445867 0.0010759 0.0131016 0.0133275 0.0088641 internal_weight=2084.96 2069.73 1035.73 1023.15 1034 813.493 44.6348 29.0523 768.858 24.6278 744.23 16.5761 722.595 685.955 672.78 69.9297 602.851 583.876 409.23 174.646 367.955 261.818 251.899 106.137 66.9147 52.7893 216.979 41.2745 50.8162 19.8624 internal_count=11480 10986 5904 5843 5082 3855 228 152 3627 225 3402 182 3276 3075 3009 309 2700 2618 1824 794 1635 1165 1120 470 296 234 967 189 222 105 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=5 9 13 19 20 23 22 19 17 0 21 16 19 23 16 27 19 19 20 15 23 26 17 2 28 14 2 26 24 15 split_gain=13.9491 6.9745 4.60962 9.1033 10.7944 4.16451 7.66943 3.81485 6.50982 6.47236 5.56249 7.39253 6.36593 5.79576 5.07718 5.59413 6.66926 11.7381 6.13564 13.3065 7.94536 5.98022 5.72742 8.58745 7.06855 5.76391 6.07081 5.48849 5.45746 7.36736 threshold=93.166667938232436 13.274305343627931 -0.087121214717626558 31000.577148437504 0.0008635785197839142 29.555417060852054 19401.577148437504 2767.001342773438 3268.6691894531255 44.500000000000007 3227.623168945313 4.7562885284423837 2963.391967773438 1.1590000391006472 20.775485038757328 9.8695416450500506 35066.982421875007 45069.941406250007 19425.040039062504 -0.51848116517066944 11.635666847229006 9.5767021179199237 15455.573730468752 13948.365234375002 2.7015986442565922 12.38165330886841 21956.992187500004 0.075053889304399504 2.946853876113892 0.98958334326744091 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 2 3 -1 -5 -6 -7 -3 9 -9 12 -12 -11 -13 15 18 -17 -18 20 -20 22 -19 23 -10 25 26 27 -24 29 -16 right_child=-2 7 -4 4 5 6 -8 8 14 10 11 13 -14 -15 28 16 17 21 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033388981937726499 0.028984218066502948 -0.006287987626265667 -0.0017535773699495251 -0.022517293590610561 0.012933860633821534 0.0019988949573571989 -0.030777283381558 0.025596021109060736 -0.0007606354835052151 0.0087693393726243022 0.032598126317139375 -0.0085163927804211004 -0.015019768477920529 0.016299933517784245 0.03419291538855871 -0.0042702460412015189 0.039448512043518208 0.023459093824632814 0.025163517118141975 -0.014651563294110251 -0.025521066086127815 -0.003412229598148814 -0.012334716944695552 -0.015623045358100669 0.016483442564019013 -0.0097611506212861802 0.0010026710214458519 0.012618231424073804 -0.0016080131783245074 0.0076919950703846244 leaf_weight=11.935068182647226 14.824304630979894 63.017036586999893 530.31514904275537 23.997093163430691 18.868812680244446 35.339322417974472 7.8530433252453795 16.706344082951546 461.48165873810649 20.61656567081809 11.980898875743149 15.299449741840361 19.892003923654556 18.974073216319084 11.464027874171732 24.84082194045186 12.786609739065169 11.242050854489205 8.7173320204019529 56.63738264888525 10.747837809845803 22.12054012157023 8.8783381879329664 37.859171181917191 31.075941495597363 36.376211658120155 370.11272834986448 74.527205839753151 41.023625671863556 53.510145984590054 leaf_count=75 494 282 3068 366 118 197 75 68 2124 86 53 64 83 86 63 127 58 129 47 291 130 127 37 178 190 173 1793 334 266 298 internal_value=-1.30158e-05 -0.000220861 -0.00285816 -0.00883589 -0.00543072 0.00117611 -0.00396032 0.00092995 0.0012603 0.00849692 0.00520447 0.0123131 -0.00291246 0.00522211 0.000672296 0.000101491 0.00826291 0.0150092 -0.00042694 -0.00934083 0.000138076 0.00564249 0.000408367 -0.00188748 0.00260889 0.00172878 0.00265037 0.00996204 0.00695884 0.0123678 internal_weight=2083.02 2068.2 628.308 97.9933 86.0583 62.0612 43.1924 1439.89 1376.87 103.469 86.763 46.2544 40.5086 34.2735 1273.4 1167.4 70.99 46.1492 1096.41 65.3547 1031.06 33.3626 1020.31 499.341 520.97 489.894 453.518 83.4055 105.998 64.9742 internal_count=11480 10986 3899 831 756 390 272 7087 6805 440 372 203 169 150 6365 5738 441 314 5297 338 4959 256 4829 2302 2527 2337 2164 371 627 361 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=5 5 21 24 6 6 12 8 21 0 14 22 1 15 20 14 15 8 14 2 22 16 6 5 16 18 7 7 18 2 split_gain=13.4942 6.68515 6.23311 5.7148 4.56869 4.1989 5.85955 5.723 5.29956 8.59767 5.98492 5.28425 5.06443 4.53407 4.29623 4.16882 7.6741 5.33285 4.62871 7.4065 7.05834 5.98566 5.2964 8.98984 5.10484 4.83456 4.20059 6.98705 6.04304 9.91119 threshold=93.166667938232436 25.416666984558109 6876.0996093750009 49.800859451293952 2.2153606414794926 1.8660253882408144 3.0275251865386967 2.076319813728333 87225.496093750015 29.500000000000004 24.259407043457035 2901.3093261718755 -2.4999999999999996 -0.38379706442356104 2355.3808593750005 1.0492792129516604 0.063164893537759795 0.59946590662002575 1.3312467336654665 3087.378784179688 181.60996246337893 7.5000369548797616 1.0773502588272097 37.416666030883796 4.9248135089874276 282.15379333496099 34.535715103149421 36.458333969116218 273.01142883300787 21269.218750000004 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 2 -1 -4 5 8 7 -7 10 -10 12 -11 -3 -14 -9 16 -15 -18 19 -17 -21 22 24 -24 -20 -22 28 -28 -23 -30 right_child=-2 4 3 -5 -6 6 -8 14 9 11 -12 -13 13 15 -16 18 17 -19 21 20 25 26 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.022990054783952024 0.028900020842815413 -0.017972189649275144 -0.0014058742298401173 -0.021275843411550137 0.0053268055866195676 -0.020060276247733735 -0.023311609497851108 0.023593837733402508 0.045290033951387337 -0.018841316803627741 0.016156740159039135 0.015574444658222525 0.012029812439289597 -0.0082243382595952944 -0.0044257579502451844 -0.023351471559122074 0.0320736455790636 0.0080617946123637506 -0.00072323355536456704 0.022252449969036751 -0.015153031757029919 -0.024478400992883446 -0.0061182800091761722 0.020466444428207248 0.01044514919609757 0.00066136183700533804 0.018331027126762944 -0.0042333358615257036 0.0094110151824855545 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7.3768191337585458 10890.949218750002 5.2613637447357187 16.811041831970218 10.166666507720949 7.3829233646392831 10.500000000000002 9.0007858276367205 16.811499595642093 43239.683593750007 2.5164108276367192 69149.121093750015 1.0579749345779421 3.5000000000000004 11.206897735595705 4.2041666507720956 4.4772727489471444 1.6715071201324465 2767.001342773438 3268.6691894531255 1.247500002384186 2763.5932617187505 162.05911254882815 20.775485038757328 9.8695416450500506 35066.982421875007 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 2 6 -4 5 10 12 -6 -9 -10 11 -5 -1 -8 16 -16 -15 -17 -11 -14 -21 -22 25 24 -24 26 -3 28 -25 -30 right_child=-2 22 3 4 7 -7 13 8 9 18 -12 -13 19 14 15 17 -18 -19 -20 20 21 -23 23 27 -26 -27 -28 -29 29 -31 leaf_value=-0.019823082193654144 0.028815235884096665 -0.0085374299111237537 -0.016729916781323489 0.0090368227965747037 -0.023878971966233037 0.024684458057352851 -0.0029092694125092862 -0.020916840392955081 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17.771986953914165 105.46344855800271 24.786701589822769 46.047198602929711 leaf_count=83 494 133 260 207 148 55 135 149 82 52 43 198 1842 41 68 87 66 39 50 114 55 125 275 5297 165 70 79 627 127 314 internal_value=-1.2227e-05 -0.000208252 -0.0027319 -0.00627302 -0.00395373 0.00216872 -0.00095595 -0.0111555 -0.00613326 0.0017292 -0.00102645 0.00161638 -0.00252865 0.00674075 0.0116931 0.00350089 0.0283004 -0.0086498 -0.00902762 -0.00189886 -0.0104257 -0.00369931 0.000891138 0.00120881 0.00824129 -0.00604329 -0.00119503 0.000637745 9.25737e-05 0.00807445 internal_weight=2079.01 2064.97 626.602 209.291 171.298 92.5867 417.31 78.7115 56.4355 36.8417 81.0807 71.0282 346.507 70.8032 46.7906 31.334 15.4566 18.3994 21.1103 334.332 38.7042 28.6167 1438.37 1375.36 103.297 63.0068 47.2603 1272.06 1166.6 70.8339 internal_count=11480 10986 3899 1244 984 503 2655 481 333 184 448 405 2219 436 301 194 107 126 102 2136 294 180 7087 6805 440 282 212 6365 5738 441 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=5 7 13 22 23 1 15 23 23 14 14 16 16 28 9 5 28 18 15 12 14 7 2 24 0 27 13 22 16 1 split_gain=14.1847 6.59772 6.28298 8.96976 5.56495 6.20288 7.37921 6.89817 6.87724 6.15666 5.5235 5.36258 6.17489 5.4371 5.42949 5.44876 5.03507 5.77048 4.62929 6.73464 6.50501 6.05775 6.22391 5.44484 6.46023 5.3765 4.97334 4.79064 4.38213 4.23456 threshold=93.166667938232436 39.183334350585945 -0.10555555671453475 965.98513793945324 1.9748333096504214 -33.499999999999993 -9.7499999999999982 5.0174999237060556 4.2664999961853036 6.5460517406463632 3.0220135450363164 1.0339469313621523 1.0698153376579287 6.0207359790802011 48.677083969116218 56.416666030883796 41.054841995239265 52521.531250000007 0.45584416389465338 33.545984268188484 1.9006713032722475 41.541666030883796 4518.8273925781259 0.11903645470738412 67.500000000000014 1.5003076791763308 -1.0000000180025095e-35 2385.787963867188 1.2586303353309634 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 2 3 -1 -5 -6 -7 8 9 10 -8 -3 -13 18 15 -15 17 -4 21 20 25 22 -14 24 28 -20 -25 -27 -23 -9 right_child=-2 11 16 4 5 6 7 29 -10 -11 -12 12 13 14 -16 -17 -18 -19 19 -21 -22 23 -24 26 -26 27 -28 -29 -30 -31 leaf_value=-0.017769340308366546 0.030910150158667372 0.017710623706042448 -2.211565534225121e-05 -0.021370960242473057 -0.02717762790368464 0.025269410462770942 0.0039568503697500956 -0.0099683135812735184 0.027362174864540987 0.018639081273399666 -0.021550145443694307 -0.019519967045635581 0.0031942836513597886 0.010252089040364325 0.021662998367807003 -0.015586439012445401 0.020118784574416678 -0.022801141755153263 -0.022478676412939453 -0.023859829945211825 0.0021060411838778074 0.015094320523089302 0.033287593147196939 0.0029738451047435985 -0.021165553216919038 0.015786684716410832 0.019015169100964121 -0.011353017991922409 -0.0005975127419683197 0.0019983478529619295 leaf_weight=42.698541071265936 13.600100582465528 20.964334234595299 1202.214777905494 13.390534371137617 8.035929046571253 9.6625266373157483 20.859504491090775 77.044045925140381 11.690379500389097 13.551414906978605 12.057390838861464 11.476670205593107 11.958588033914568 29.995105262845755 25.500061608850956 9.7272258736193162 11.063563480973242 10.092883206903933 19.163955166935921 11.134840086102484 216.73047645948827 18.707041040062904 12.812308758497236 40.438425781205297 12.207909613847731 9.2461653538048285 30.524385815486312 15.953769855201243 111.38374226540327 40.658520076423883 leaf_count=469 493 94 6035 57 37 40 99 563 57 58 56 50 50 154 234 53 65 48 80 71 1160 77 53 302 58 47 227 75 469 249 internal_value=0.000371796 0.000172212 -0.000912986 -0.00525023 -0.00266726 -0.00137333 -0.000255619 -0.00165807 0.00679451 0.00162014 -0.00538631 0.00280168 0.00226918 0.00270371 0.0108599 0.00392474 -2.78996e-05 -0.000211759 0.00166118 -0.0010108 -3.6363e-05 0.00471702 0.0187595 0.00308595 -0.000299162 -0.0105026 0.00987396 -0.00139513 0.00165897 -0.00583462 internal_weight=2094.55 2080.95 1473.02 249.649 206.95 193.56 185.524 175.861 58.1587 46.4683 32.9169 607.925 586.961 575.484 65.2224 39.7223 1223.37 1212.31 510.262 272.229 261.094 238.032 24.7709 213.262 142.299 44.3639 70.9628 25.1999 130.091 117.703 internal_count=11580 11087 7833 1685 1216 1159 1122 1082 270 213 155 3254 3160 3110 441 207 6148 6083 2669 1433 1362 1236 103 1133 604 202 529 122 546 812 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=5 7 11 14 14 9 7 16 16 27 14 12 14 16 2 2 21 7 12 17 19 26 21 20 20 8 20 9 16 22 split_gain=13.7599 6.21652 6.06093 7.38641 8.86623 6.96619 5.29589 5.058 5.80657 5.2364 4.8281 9.20981 4.60313 7.28644 4.74423 4.53746 8.08168 4.33354 6.00382 4.96432 8.71181 7.58955 4.77698 4.42815 9.97423 6.53187 4.78611 4.59343 4.82752 6.52567 threshold=93.166667938232436 39.183334350585945 -0.83333334326744068 8.2652974128723162 9.7365274429321307 34.397916793823249 17.690475463867191 1.0339469313621523 1.0698153376579287 1.5214999914169314 2.7974551916122441 4.2029862403869638 1.1360368728637698 1.2586303353309634 2534.7653808593755 58483.826171875007 93063.339843750015 60.041666030883796 36.184541702270515 6885.6313476562509 5186.3483886718759 0.10528291761875154 3907.2775878906255 636.91003417968761 2484.5993652343755 0.83996704220771801 4635.7614746093759 39.520833969116218 9.0027670860290545 1152.609802246094 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 2 3 5 -5 10 -6 -3 -9 12 15 -12 -10 -14 -15 -1 -17 23 19 20 22 -21 -19 25 -25 -11 -26 -27 -29 -30 right_child=-2 7 -4 4 6 -7 -8 8 9 17 11 -13 13 14 -16 16 -18 18 -20 21 -22 -23 -24 24 26 27 -28 28 29 -31 leaf_value=-0.014797528965202415 0.030882615289169215 0.017215845733743438 -0.00021354810924890361 0.034230469821324702 -0.022861673824812401 -0.034564174700511659 0.0059723363689158648 -0.018913504284818805 -0.015699910663725843 0.02593192045165784 -0.035224911115387635 -0.0050683424592954888 0.020140079140062432 -0.01828090020668148 0.0002234477029841523 0.025187529276026382 -0.0043667285480838893 0.018963337835657554 -0.026230098089408731 -0.018375779955416366 -0.023474318474667216 0.0095159023637704336 -0.0038981161557288947 0.02561931347304014 -0.0096432671366196432 -0.014956703264549873 0.0098512323031769832 0.020371902996829457 0.014014618378634647 -0.027846200703454921 leaf_weight=22.291170138865709 13.209746422246097 20.920506615191698 1311.8988156765699 7.6530469655990592 7.986835319548848 9.4869055822491628 20.314090371131897 11.489132441580294 16.840582311153412 8.2200669199228269 14.618471074849365 24.207477062940598 15.917263224720953 13.244382843375204 213.2288299202919 10.3040827922523 43.406351715326309 11.981930803507565 6.5948681123554698 9.7005871385335904 15.372610554099081 92.550768043845892 26.241922840476036 34.251977987587452 14.287945263087748 17.632491707801819 54.832254935055971 10.572583168745043 6.7602787725627405 6.6470766365528107 leaf_count=116 493 94 6782 44 67 48 99 50 70 36 116 186 65 55 935 62 313 72 55 45 73 836 121 163 67 75 288 48 75 31 internal_value=0.000361051 0.000167162 -0.000886348 -0.00639364 0.00558207 -0.00985723 -0.00216494 0.00272105 0.0022039 0.00262594 -0.00781598 -0.0164227 -0.000533479 0.00052024 -0.000858705 -0.00341919 0.00130311 0.00522067 0.00180695 0.00299337 -0.00440212 0.00686982 0.0032682 0.00884022 0.0123814 0.00149438 0.00582149 -0.00333298 0.00521396 -0.00673907 internal_weight=2092.67 2079.46 1472.17 160.268 35.954 124.314 28.3009 607.288 586.368 574.878 114.828 38.8259 259.231 242.39 226.473 76.0016 53.7104 315.647 162.443 155.848 53.5965 102.251 38.2239 153.205 103.372 49.8325 69.1202 41.6124 23.9799 13.4074 internal_count=11580 11087 7833 1051 210 841 166 3254 3160 3110 793 302 1125 1055 990 491 375 1985 1202 1147 266 881 193 783 518 265 355 229 154 106 is_linear=0 shrinkage=0.03 Tree=112 num_leaves=31 num_cat=0 split_feature=5 0 12 23 25 8 28 1 2 15 27 14 2 9 8 19 27 13 27 20 22 13 14 8 20 22 1 15 23 23 split_gain=13.348 5.1602 6.33815 5.02301 6.3277 6.3764 5.72173 4.84465 5.61532 5.19941 4.27542 3.97369 8.60919 5.12543 4.2503 4.56755 3.92783 7.4251 6.89564 5.30327 5.294 3.87906 7.5338 6.26958 5.46546 4.19351 3.83726 8.47176 3.89281 7.96633 threshold=93.166667938232436 35.500000000000007 53.054212570190437 2.3922500610351567 2.5722501277923588 1.1571011543273928 0.43827264010906225 -4.4999999999999991 8185.6689453125009 0.98958334326744091 3.413345575332642 18.24818325042725 3252.7963867187505 66.951122283935561 18.253993034362797 17273.869140625004 8.8069190979003924 6.2750000953674325 15.667208194732668 1155.9315185546877 10091.520996093752 -0.10555555671453475 1.0853696465492251 14.986366271972658 37410.470703125007 229.47406768798831 -33.499999999999993 -9.7499999999999982 5.0174999237060556 4.2664999961853036 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 11 -5 10 -7 -8 9 -9 -6 13 -13 -3 15 -14 17 19 -18 -10 -19 22 -1 24 -23 -24 -27 -28 29 -29 right_child=-2 2 -4 4 5 6 7 8 16 -11 -12 12 14 -15 -16 -17 18 20 -20 -21 -22 23 25 -25 -26 26 27 28 -30 -31 leaf_value=-0.026225823058809633 0.030855933655145922 0.0009329465827485271 -0.021759508564819965 0.02079287945992836 -0.027075936661403233 0.034111140118000885 0.031548380285019155 -0.023018251901717305 -0.010380653985548277 0.0022339019448542915 0.0022684826407652313 -0.015220916127249866 0.012886086738210826 -0.016394546956251192 0.0011987911933066093 0.038648598805369035 0.035591829358539433 0.0065400110080914243 0.002151235054279364 0.019584735136182418 -0.026408303414439102 -0.0002761708359572649 -0.014820393480301544 0.014724399445423158 -0.017046793082530445 -0.020333967610452582 0.025671741075762838 -0.0010939266815714113 -0.0057424340151103368 0.026310460704343726 leaf_weight=13.441703133285044 12.830257272347806 560.86725425720215 9.9262416027486307 25.574331149458885 8.7967178076505679 6.6433119177818289 6.0399569123983374 11.136748472228645 6.8586145211011198 21.515937112271786 9.0821895338594896 10.127711072564123 16.355113178491596 15.796612009406088 12.1625789552927 9.9689115807414037 11.262288209050896 7.9840619489550617 10.941128158941863 23.626162230968475 9.7469995915889722 992.96714189648628 24.715327519923449 24.706770047545433 17.802813045680523 9.5507132112979871 10.268377527594565 63.047244414687157 115.80860479921103 11.250444963574408 leaf_count=107 493 2440 74 155 42 42 85 55 72 97 88 45 92 82 64 54 148 67 76 208 71 5135 347 112 98 44 43 286 804 54 internal_value=0.000350636 0.000162283 0.00206257 0.002364 0.00712134 0.00450493 0.00708037 0.00543459 0.00390434 -0.00637877 -0.0121695 0.00115268 0.00938952 0.000458293 0.0158657 0.0226424 0.00867251 0.00386448 0.0191134 0.012843 -0.0115721 -0.00101383 -0.0043832 -0.000206588 -0.000571554 -0.00313192 -0.00175579 -0.000870274 -0.00230391 0.00305575 internal_weight=2090.8 2077.97 794.413 784.487 159.208 133.634 115.755 109.112 103.072 32.6527 17.8789 625.278 48.6143 576.664 38.4866 26.324 70.4193 48.2158 22.2034 30.4848 17.7311 1283.56 248.082 1035.48 1010.77 234.641 209.925 200.375 190.106 74.2977 internal_count=11580 11087 4057 3983 1206 1051 921 879 794 152 130 2777 255 2522 210 146 642 418 224 280 138 7030 1685 5345 5233 1578 1231 1187 1144 340 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=5 7 24 12 7 16 16 27 10 26 10 16 27 27 8 27 27 12 19 8 10 26 19 8 8 5 9 20 15 16 split_gain=12.9484 5.62767 5.69745 5.21646 5.44399 4.80945 5.41521 4.87919 6.25617 5.60957 5.02223 6.84729 6.55063 6.5231 6.02144 5.14349 4.90033 4.50274 4.45158 6.72723 8.97627 5.79606 5.30562 7.24707 5.33816 5.02286 5.15243 4.56964 4.24528 11.003 threshold=93.166667938232436 39.183334350585945 48.959205627441413 37.488883972167976 36.861110687255866 1.0339469313621523 1.0698153376579287 1.5214999914169314 0.81744554638862621 0.039473297074437148 1.4722612500190737 9.2355723381042498 1.0876041650772097 1.2238000035285952 0.9024353325366975 1.4777722954750063 1.3133026361465456 1.0773502588272097 10445.003906250002 4.5758202075958261 12.059032440185549 0.11334807053208353 14523.191894531252 1.2200880050659182 1.6818810701370241 72.583332061767592 64.343750000000014 2307.8400878906255 -0.026671408675611016 2.9861516952514653 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 2 3 4 28 -3 -7 10 -9 -10 12 14 -8 -14 -12 17 -15 -16 19 20 21 -11 -20 -24 -25 26 -23 -21 29 -1 right_child=-2 5 -4 -5 -6 6 7 8 9 18 11 -13 13 16 15 -17 -18 -19 22 27 -22 25 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.014141772288078143 0.030830077849941968 0.016738933699204088 -0.018904374428015243 0.016783636909486314 -0.0094760687673673249 -0.018295943585077939 -0.012912462990084242 -0.015885714747944348 0.029196151606501127 0.014889766761593044 -0.02254589065631183 -0.0179979400810341 0.025326954845469329 -0.011546271173589324 -0.012582807947225806 -0.014566742288974364 0.012421655004849017 0.0043930976094517194 0.023447813597900411 0.016201948516308965 -0.020285797920888006 0.001497581900731407 -0.017051215784923374 0.035640472507007769 0.0072371858620208949 0.0092660784903361472 -0.024433861160726073 -0.00071197463010498282 0.00029396889040074703 0.00021723310791130494 leaf_weight=69.435965206474066 12.461350340396164 20.880168061703444 15.555565286427735 15.281834796071051 62.781482629477978 11.500939972698687 12.320034131407736 12.388887472450731 8.9989690929651243 20.612950161099434 10.784120380878447 23.864916950464249 19.139970764517784 12.435748964548109 15.815149977803229 17.857675015926361 20.063686326146126 126.87104608118534 19.384323969483376 34.728684823960066 22.363467216491699 13.14702655375004 10.681386955082415 6.2923311814665785 111.15333406813443 15.417710250243543 14.503786668181418 24.530212160199881 1151.5535783097148 155.7886921800673 leaf_count=567 493 94 139 72 269 50 53 78 41 90 44 107 88 51 67 81 86 548 107 185 99 60 69 52 909 91 66 138 5860 926 internal_value=0.000340767 0.000157765 -0.000844731 -0.000651632 -0.000836718 0.00259127 0.00208618 0.00249503 0.00500839 0.00586606 -0.00055224 -0.00294287 0.00674354 0.011433 -0.000845792 0.000611856 0.00325045 0.00251151 0.00514906 0.00142209 -0.00393483 0.00180726 0.00882026 0.00660726 0.00875894 -0.00445414 -0.0121043 0.00920043 -0.000442761 -0.0042096 internal_weight=2088.59 2076.13 1470.4 1454.84 1439.56 605.737 584.856 573.355 314.203 301.814 259.152 195.193 63.9594 51.6394 171.328 160.544 32.4994 142.686 292.815 145.304 86.0449 63.6815 147.511 128.127 117.446 43.0685 27.6508 59.2589 1376.78 225.225 internal_count=11580 11087 7833 7694 7622 3254 3160 3110 1985 1907 1125 847 278 225 740 696 137 615 1866 729 406 307 1137 1030 961 217 126 323 7353 1493 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=5 10 27 8 10 18 11 11 21 9 20 22 12 15 23 16 28 12 0 12 23 8 10 28 10 11 10 16 28 28 split_gain=12.561 4.73741 5.33884 5.11429 4.15915 7.21532 5.53591 11.3062 5.36953 7.26233 6.63041 9.16226 6.68339 6.48457 5.32937 5.61091 5.41307 5.09388 5.04883 5.56135 5.70664 4.72782 5.84616 3.65983 7.09673 7.84916 4.71722 4.10457 3.64923 3.56487 threshold=93.166667938232436 11.323723793029787 39.976200103759773 12.0584774017334 12.059032440185549 282.15379333496099 -8.833333492279051 -0.83333334326744068 38201.373046875007 42.516666412353523 32353.446289062504 27644.553710937504 15.027743339538576 0.060661764815449722 12.41083335876465 9.2355723381042498 4.4008593559265146 4.6006889343261728 36.500000000000007 8.7273464202880877 4.5686666965484628 14.313284873962404 19.591880798339847 6.8673686981201181 0.69906887412071239 0.83333334326744091 0.53078436851501476 1.1538361310958865 20.968221664428714 2.7798142433166508 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 3 4 23 5 -3 -6 17 9 14 11 18 -12 -11 15 -9 -17 -8 -10 -20 -21 -18 -23 29 26 -26 -25 -28 -14 -1 right_child=-2 2 -4 -5 6 -7 7 8 10 13 12 -13 28 -15 -16 16 21 -19 19 20 -22 22 -24 24 25 -27 27 -29 -30 -31 leaf_value=-7.6088304530224436e-05 0.030805018954469823 0.035476544815065798 -0.014278349734028367 -0.017420159507654916 0.024027423503619853 0.0040893125797281209 -0.032775784268064552 -0.013377776759229009 -0.011911364008419474 0.033309670399598118 -0.018892032208496466 0.036487097669112553 -0.0026456901348172984 0.0051260644897119529 -0.023522554703412791 -0.0094408424874731986 0.025656748352360266 -0.0048547642262597186 0.032770673741123545 -0.013841370367433844 0.023937830646539541 -0.010816150663391208 0.018583049830803462 -0.010192842322753325 -0.0088914049332628215 0.0015322191787485828 0.029049424088082147 0.0046216447656298697 0.022083567788303844 0.0057472960478431147 leaf_weight=1336.1334638018161 12.102750821039079 10.229056116193535 14.4287625066936 15.843519594520329 11.072960216552017 18.536676272749901 10.641360368579628 25.019227765500546 8.1105066500604135 8.4722015187144262 10.975474763661621 15.728163655847309 10.600613195449116 55.338618099689484 11.383005335927008 18.60100644826889 12.22916431725025 13.144907981157301 9.8790677301585692 7.8048256635665876 6.676883090287447 13.129752367734911 11.349831119179724 7.943721927702426 167.75629021413624 106.16244693659246 11.927922464907171 12.87084189802408 10.885498076677321 101.81942505575716 leaf_count=6443 493 53 103 85 57 89 60 109 42 44 53 76 54 317 53 83 51 75 76 41 79 56 54 54 1381 606 74 91 49 679 internal_value=0.000331059 0.000153289 0.0035464 -0.000452374 0.00440424 0.0152506 0.00325313 0.00236828 0.00435371 0.0010961 0.0106347 0.0176934 0.000153895 0.00886802 -0.00431139 -0.00158908 0.00374351 -0.0173459 0.00859027 0.0154159 0.00357697 0.0104243 0.00281464 -0.000298283 -0.00327368 -0.00485153 0.00992639 0.0163711 0.00988288 0.000336257 internal_weight=2086.8 2074.7 314.238 1760.46 299.809 28.7657 271.043 259.97 236.184 155.523 80.661 48.1994 32.4616 63.8108 91.712 80.329 55.3098 23.7863 32.4713 24.3608 14.4817 36.7087 24.4796 1744.61 306.661 273.919 32.7425 24.7988 21.4861 1437.95 internal_count=11580 11087 1674 9413 1571 142 1429 1372 1237 767 470 314 156 361 406 353 244 135 238 196 120 161 110 9328 2206 1987 219 165 103 7122 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=5 10 9 21 7 16 24 24 24 6 2 15 24 27 25 18 18 20 18 20 14 25 7 5 14 3 16 24 6 12 split_gain=13.1296 5.25367 5.05968 9.8576 4.79259 8.94635 5.23242 4.37826 5.16481 4.24436 7.50118 4.89904 7.62597 7.06641 5.8254 5.56928 9.75334 6.00402 8.54769 7.39531 5.36146 5.32448 7.58658 5.41416 4.5807 4.54533 4.19677 4.02053 3.81443 5.71078 threshold=93.166667938232436 0.54878199100494396 40.806249618530281 3545.7019042968755 42.430555343627937 3.2017004489898686 6.4355866909027108 49.800859451293952 47.160152435302741 0.85355338454246532 59802.394531250007 0.12310606241226198 0.59559354186058056 1.8573125004768374 1.2656250000000002 123.80062484741212 93.98746490478517 305.35832214355474 390.48362731933599 822.63128662109386 2.4300827980041508 4.5041668415069589 73.875000000000014 70.416667938232436 14.864047050476076 1.1054999828338625 4.7562885284423837 0.082849748432636275 14.924621105194094 28.87617111206055 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 -1 3 -3 5 -4 9 8 28 10 -6 12 13 14 -11 16 26 -17 -19 -20 -16 22 23 25 -23 -21 -13 -27 -5 -30 right_child=-2 2 4 7 6 -7 -8 -9 -10 11 -12 15 -14 -15 20 17 -18 18 19 21 -22 24 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.0077632075265634147 0.030779116933812425 -0.028591467044674804 0.037597781171483921 -0.0020172161864095385 -0.0020188796575519121 0.0038708760820672099 0.022503264196996407 -0.01796327669472032 0.019769145324253109 0.014138485309629287 -0.026684703459482328 -0.013604182235868836 -0.016768015715789435 0.023603221354843062 -0.018019946145188814 0.017864034176062023 -0.035026838537243518 -0.019650614607559323 0.022777159897549321 0.010864174461947363 0.0095183379645065926 0.035033899913192487 -0.025202436080404934 0.0197658559241711 -0.00062580360829863507 -0.018425570833471325 0.013887431442429309 -0.0016064293545672412 0.012481299493944 -0.0054819083589515271 leaf_weight=63.101352389901876 11.949679585173724 12.364806607365606 9.120596915483473 1373.8604392074049 120.2941130399704 31.612728375941515 9.6943074297159892 14.734347410500048 10.177339404821394 28.446486935019493 12.223949629813431 9.8679191619157844 9.9753763843327743 26.882308227941394 14.073740243911745 18.524378754198551 10.83343757688999 18.0674187541008 14.204655304551123 21.825791075825691 11.613349065184591 6.9834500979632121 11.240764021873472 11.910098966211079 6.0513670295476913 15.260994225740431 10.125596681609748 79.045517258346081 40.062765493988991 26.440771251916885 leaf_count=330 502 56 37 7228 560 163 126 124 76 117 87 69 83 233 61 82 45 83 71 96 54 97 71 86 44 70 94 396 175 122 internal_value=-0.00057586 -0.000758755 -0.00102959 -0.00191744 0.00155356 0.0114227 0.000693016 -0.00169235 -0.00152708 0.000230812 -0.00429415 0.00207624 0.00798279 0.0110303 0.00478671 -0.00022111 -0.0121026 0.00158217 -5.1787e-05 0.00207465 -0.00556966 0.000144007 -0.00157187 0.000502638 0.018479 -0.00147293 0.000318781 -0.00432816 -0.00167755 0.00533941 internal_weight=2060.57 2048.62 1985.52 1477.64 507.878 40.7333 467.145 1465.28 1450.54 457.451 132.518 324.933 90.9913 81.0159 54.1336 233.941 30.827 203.114 184.59 166.523 25.6871 152.318 139.283 128.042 13.0348 116.132 19.9935 94.3065 1440.36 66.5035 internal_count=11438 10936 10606 7781 2825 200 2625 7725 7601 2499 647 1852 548 465 232 1304 208 1096 1014 931 115 860 719 648 141 562 163 466 7525 297 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=5 8 2 9 21 9 26 25 25 5 2 8 20 25 8 9 13 14 10 10 8 10 10 20 10 24 11 24 26 13 split_gain=12.7161 4.95567 7.73789 4.8575 8.83854 4.79401 10.2269 5.16565 7.94229 9.0061 4.99949 7.61663 8.20385 4.80434 4.75658 4.27821 4.2747 5.76333 4.27336 12.2388 7.58976 6.26021 5.89769 4.97473 4.34623 4.30693 4.83816 4.44539 4.25961 8.10174 threshold=93.166667938232436 0.56253641843795787 5223.2397460937509 40.806249618530281 3545.7019042968755 42.177083969116218 0.11851179227232934 3.8740416765213017 2.7869583368301396 70.416667938232436 3975.4760742187505 2.076319813728333 1222.7139282226565 2.9853750467300419 0.52463960647583019 75.030418395996108 -0.42261904478073115 6.1930837631225595 1.0012300014495852 1.1692548394203188 1.0579749345779421 0.79308086633682262 1.0924999713897707 1222.7139282226565 1.3767442107200625 49.800859451293952 -9.1666665077209455 47.160152435302741 1.0396764278411867 3.6181818246841435 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 2 -1 4 -3 6 -5 8 9 16 -9 12 -12 -10 -4 -15 17 -7 21 20 -20 -6 -22 -23 -21 26 -26 28 29 -28 right_child=-2 3 14 5 18 7 -8 10 13 -11 11 -13 -14 15 -16 -17 -18 -19 19 24 22 23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.02722758039428233 0.030755626825083735 -0.027540625575550315 -0.0031238724557623378 0.03439874563431064 -0.0024779287248711391 0.00103745049006762 0.00034774276812999283 -0.014509243276062463 -0.029082287670813455 0.019638655895993402 -0.032038400172693778 0.019216366504802494 0.016085558533735729 0.0036208818453923254 0.010974810153616519 -0.021121367511162895 -0.0014929992895892155 0.026229268030747054 -0.0028823466607780955 -0.013083922135157569 0.042156831213809379 -0.021243639594665843 0.013509070300930877 -0.0015677934382250247 0.01269788742185304 -0.017586517872485857 0.0029646752360729745 0.018636318327773557 -0.0027474493715214736 -0.013876471066877363 leaf_weight=13.094306319952009 11.605236278846858 12.051118165254591 53.624401856213808 12.167411267757414 127.77575429901481 24.97816576063633 22.839106146246195 7.0804007034748784 12.171661235392092 21.577699672430754 6.2818380724638683 37.563698418438435 6.47360884770751 15.72752319276333 35.991850834339857 10.481249786913393 309.0875679217279 12.148488052189348 14.619266808032988 29.333512734621763 10.07297455519438 35.240930993109941 18.069709863513708 17.214153073728085 22.144032433629036 14.600554481148718 276.52590808272362 9.8216749876737577 830.15539390593767 28.343633607029915 leaf_count=58 502 55 297 50 720 110 115 39 69 141 72 479 68 101 180 66 1408 64 81 179 55 219 101 92 99 124 1259 73 4439 123 internal_value=-0.000558732 -0.000736242 0.00568602 -0.00107546 -0.00195592 0.00147801 0.012183 0.000669619 -0.000520866 0.000834301 0.00909377 0.0124149 -0.00761466 -0.0135072 0.00253847 -0.00627388 -0.000337675 0.00928065 -0.00174089 -0.00111993 0.0146535 -0.0060603 0.0237628 -0.0147866 -0.00167695 -0.00139377 -0.00119117 -0.00145982 -0.00163372 0.00139896 internal_weight=2058.86 2047.26 102.711 1944.55 1445.97 498.578 35.0065 463.572 406.172 367.792 57.3995 50.3191 12.7554 38.3804 89.6163 26.2088 346.214 37.1267 1433.92 1253.69 42.762 180.231 28.1427 52.4551 1210.92 1181.59 1166.99 1144.85 1135.02 304.87 internal_count=11438 10936 535 10401 7619 2782 165 2617 1959 1723 658 619 140 236 477 167 1582 174 7564 6533 237 1031 156 311 6296 6117 5993 5894 5821 1382 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=5 8 2 9 21 9 26 25 25 5 2 8 20 11 24 8 16 13 18 12 7 20 11 16 14 16 14 2 7 9 split_gain=12.3164 4.66496 7.31558 4.57712 8.38023 4.51232 9.64207 4.89584 7.42515 8.5718 4.73076 7.28096 7.58592 4.63491 5.70899 4.46675 4.12294 6.39686 4.47582 7.52733 6.19087 5.92606 8.96105 7.99133 7.58792 4.84934 6.84152 6.8325 12.3086 9.60421 threshold=93.166667938232436 0.56253641843795787 5223.2397460937509 40.806249618530281 3545.7019042968755 42.177083969116218 0.11851179227232934 3.8740416765213017 2.7869583368301396 70.416667938232436 3975.4760742187505 2.076319813728333 1222.7139282226565 1.1666666865348818 0.15238124877214435 0.52463960647583019 1.0899539589881899 -1.0000000180025095e-35 462.35348510742193 7.9686269760131845 33.041666030883796 3364.555297851563 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0.029518237442431022 0.013885463353244943 -0.01483898177383995 0.018610317747770729 -0.022964174346631241 0.011928413013912125 -0.0011527633577894446 leaf_weight=13.048839092254637 11.270467469468711 11.971506349742411 53.558584399521351 12.149590745568274 8.2952250204980356 346.20269022881985 22.837926235049963 7.1183375529944888 9.1726922020316142 21.3435866124928 6.4303413163870555 37.087068783119321 6.3970759063959122 13.452104628086088 15.995101518929003 36.065519411116838 744.10235805809498 57.871171403676271 27.216583199799061 24.599860481917858 7.7918359115719786 44.415782436728477 102.70532878488302 21.974158331751823 31.874887987971306 36.569563999772072 24.203769527375698 29.797712683677673 13.098404243588446 258.3825680539012 leaf_count=58 502 55 297 50 66 1582 115 39 47 141 72 479 68 89 100 180 4129 339 132 168 36 249 460 94 140 188 132 202 61 1168 internal_value=-0.000542325 -0.000714629 0.00551749 -0.00104394 -0.00189892 0.00143573 0.0118242 0.000651036 -0.000504708 0.000810128 0.0088818 0.0121447 -0.00733779 -0.013018 -0.00541986 0.00246193 -0.00169009 -0.00900384 -0.00133601 -0.0028328 -0.0169898 0.000633103 0.0051037 0.0160612 0.0010986 -0.00138813 -0.00253584 -0.00115352 -0.0123097 0.000539962 internal_weight=2057 2045.73 102.673 1943.06 1444.87 498.187 34.9875 463.199 406.166 367.546 57.0328 49.9145 12.8274 38.6199 25.1678 89.6241 1432.9 66.1664 1366.73 776.494 32.3917 590.239 183.771 49.1907 134.58 406.468 362.052 325.482 42.8961 282.586 internal_count=11438 10936 535 10401 7619 2782 165 2617 1959 1723 658 619 140 236 147 477 7564 405 7159 4333 204 2826 826 226 600 2000 1751 1563 263 1300 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=5 8 2 9 21 15 6 25 21 10 25 5 20 22 26 24 20 11 11 9 13 8 24 11 24 26 25 21 22 14 split_gain=11.9301 4.39161 6.91799 4.31321 7.97379 6.28259 4.32288 7.17619 6.94292 6.76652 4.71852 8.30056 6.84344 7.58735 6.54566 4.7346 4.78459 4.63835 4.49461 6.27427 7.42394 4.19499 3.92665 4.59261 4.2357 3.90401 3.82648 4.30804 5.42654 4.46943 threshold=93.166667938232436 0.56253641843795787 5223.2397460937509 40.806249618530281 4050.0041503906255 0.14434523880481723 0.85355338454246532 4.3408751487731942 36009.820312500007 1.6607555747032168 2.7869583368301396 71.833332061767592 305.35832214355474 647.15951538085949 0.086637843400239958 0.34854941070079809 1623.4248657226565 3.8333333730697636 0.58333334326744091 44.860416412353523 0.59166666865348827 0.52463960647583019 49.800859451293952 -9.1666665077209455 47.160152435302741 0.15911075472831729 2.2557916641235356 47401.380859375007 12267.323730468752 2.1675988435745244 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 2 -1 4 5 -3 8 9 18 -8 11 12 14 -14 -11 -12 -17 -9 19 -5 -21 -4 23 -6 -25 -10 27 28 29 -15 right_child=-2 3 21 6 22 -7 7 17 25 10 15 -13 13 26 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.025804884716803155 0.030710791446348685 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12.668244857341049 20.369263671338558 62.222800314426422 15.71257697790861 36.135731175541878 14.399222701787947 1359.903289090842 9.8777636364102346 8.7412849683314544 10.562498569488524 15.34885687381029 11.887792792171238 123.66300652548671 leaf_count=58 502 83 297 76 100 80 223 348 33 69 62 84 58 78 106 58 95 186 99 275 84 180 124 7159 73 74 58 83 56 577 internal_value=-0.000526492 -0.000693756 0.00535417 -0.00101347 -0.00184384 -0.0155527 0.00139452 0.00307999 -0.00324244 0.00157359 -0.000253563 0.00117353 -4.85336e-05 -0.00235506 0.0114818 -0.0110809 -0.018792 0.0148231 -0.000670674 0.0020453 -0.00164662 0.00238775 -0.00148121 -0.00131999 -0.00153952 -0.021551 -0.000748841 0.000344084 -0.00116691 0.000462321 internal_weight=2055 2044.05 102.631 1941.42 1443.61 37.2019 497.808 365.1 132.708 323.59 274.836 242.83 231.588 192.983 38.6045 32.0062 22.1248 41.5099 116.363 95.9937 77.9354 89.6303 1406.41 1392.01 1369.78 16.3452 179.869 169.306 153.957 142.07 internal_count=11438 10936 535 10401 7619 163 2782 2141 641 1607 1384 1169 1085 910 175 215 153 534 534 435 359 477 7456 7332 7232 107 852 794 711 655 is_linear=0 shrinkage=0.03 Tree=119 num_leaves=31 num_cat=0 split_feature=5 8 18 9 21 9 26 25 25 5 0 8 26 25 15 13 14 10 10 8 10 10 20 26 26 14 13 11 19 25 split_gain=11.5563 4.13402 6.96423 4.064 7.67315 4.11185 8.96321 4.44159 6.66151 7.92531 4.555 8.43972 7.29768 4.39914 4.89906 4.04069 5.45165 4.01476 11.3468 7.09463 6.00209 5.45904 4.69518 4.25954 7.85669 4.04759 4.32028 9.10408 6.78091 3.78521 threshold=93.166667938232436 0.56253641843795787 282.15379333496099 40.806249618530281 3545.7019042968755 42.177083969116218 0.11851179227232934 3.8740416765213017 2.7869583368301396 70.416667938232436 62.500000000000007 2.076319813728333 0.42584584653377539 2.9853750467300419 1.9208332896232607 -0.42261904478073115 6.1930837631225595 1.0012300014495852 1.1692548394203188 1.0579749345779421 0.79308086633682262 1.0924999713897707 1222.7139282226565 0.07058414071798326 0.11334807053208353 10.925191879272463 -0.10555555671453475 -1.0000000180025095e-35 52317.228515625007 2.0322083234786992 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 2 29 4 -3 6 -5 8 9 15 -9 12 -12 -10 -15 16 -7 20 19 -19 25 -21 -22 -20 -25 26 -6 -28 -29 -1 right_child=-2 3 -4 5 17 7 -8 10 13 -11 11 -13 -14 14 -16 -17 -18 18 23 21 22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.027421474886843034 0.030689401076347964 -0.025854964755776786 -0.002146761037656176 0.032138771258936862 -0.024748061480627324 0.0010562393926347845 0.00020189564973865825 -0.0067125162047201063 -0.027045197659664934 0.018683452890517125 0.017226359059916298 0.022553111102569377 -0.026159015250310454 0.0057465406790998905 -0.020302306846381325 -0.0014436057421200138 0.025650571359898858 -0.0028068844144502479 0.013954362424801815 0.040550680756587638 -0.020713515862774222 0.013074248327688614 -0.0015527330646366887 -0.016773596515870667 -0.001337869415267342 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3.74515 3.6182 threshold=93.166667938232436 31.389277458190922 2.2882083654403691 7.3768191337585458 10.644418716430666 -1.0000000180025095e-35 -0.73863637447357167 -1.0000000180025095e-35 20.408332824707035 0.24357284605503085 5.1666667461395273 26.111692428588871 1.0659420490264895 1.0416666865348818 9.4360003471374529 22064.161132812504 11767.439453125002 0.76388889551162731 10278.599121093752 30319.861328125004 32798.607421875007 50667.666015625007 59792.371093750007 3.0608289241790776 92332.480468750015 0.17372349649667743 253.48037719726565 0.23219873011112216 13.958333492279055 2.1283295154571538 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 2 17 25 -5 7 -7 8 -6 10 11 -9 13 14 19 16 23 18 -1 -8 -14 -22 -23 24 -16 26 -4 -27 -24 -26 right_child=-2 -3 3 4 5 6 12 9 -10 -11 -12 -13 20 -15 15 -17 -18 -19 -20 -21 21 22 28 -25 29 27 -28 -29 -30 -31 leaf_value=-0.023157915684685164 0.030674064186360879 0.0018466315814489231 0.011622677161363544 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19.889721304178238 11.500641629099844 45.520604863762856 8.5449857898056489 55.361851885914803 45.813065692782402 47.486588135361671 734.09188982844353 10.91181095689535 6.3393185473978511 leaf_count=55 495 4090 54 237 398 56 68 96 22 131 51 102 40 88 44 97 61 79 66 53 87 50 234 71 442 212 225 3712 49 49 internal_value=-0.000148735 -0.000302183 -0.00165182 -0.00129661 -0.00441329 -0.00319546 -0.000968582 -0.00930506 -0.0182275 -0.00339621 0.00501756 -0.00501566 -0.00193144 -0.00551743 -0.00294448 -0.00589485 -0.00304461 -0.0110865 -0.00316354 0.0111173 0.00323288 0.00521721 3.7245e-05 -0.00573 -0.00815599 0.000109457 -0.00747696 0.000677696 0.00350482 -0.00531806 internal_weight=2065.4 2055.17 1262.32 1216.52 378.201 336.745 246.792 89.953 35.8378 54.1152 31.4882 23.9923 236.296 139.459 122.656 101.384 87.8424 45.8022 27.287 21.2718 96.8372 87.8228 67.9331 77.1928 68.6478 838.322 58.4166 779.905 56.4324 61.7012 internal_count=11514 11019 6929 6729 2526 2289 1489 800 420 380 249 198 1433 973 885 764 667 200 121 121 460 420 333 606 535 4203 279 3924 283 491 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=5 9 27 24 24 8 16 15 13 8 6 15 21 11 5 9 27 27 2 5 14 14 12 11 0 24 17 17 2 6 split_gain=10.5222 6.23817 4.97234 4.83098 4.73936 4.85137 6.01147 4.51282 5.1235 5.06285 6.8459 5.72655 4.0232 3.87608 5.06457 6.46838 4.72369 7.41535 5.76927 4.29272 3.83289 7.15764 5.31235 5.06832 4.6888 4.18876 6.12738 5.75121 4.50175 4.37076 threshold=93.166667938232436 31.389277458190922 2.2578499317169194 5.0992562770843515 4.5673756599426278 2.9206670522689824 1.1538361310958865 0.41885964572429663 0.34848485887050634 10.562225341796877 4.8293492794036874 6.5227272510528573 98887.679687500015 -0.41666667163372034 4.1666667461395273 6.5119047164917001 20.730564117431644 43.108858108520515 57220.583984375007 12.416666507720949 16.884957313537601 15.101895809173586 16.81759071350098 1.1666666865348818 49.500000000000007 0.051693677902221687 4814.3815917968759 5484.3173828125009 5726.4526367187509 2.0408329963684086 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 2 -1 4 20 6 -6 8 13 10 12 -11 -9 14 -5 -16 18 -18 -15 -17 21 22 24 -22 25 -4 -27 -28 -29 -30 right_child=-2 -3 3 7 5 -7 -8 9 -10 11 -12 -13 -14 16 15 19 17 -19 -20 -21 23 -23 -24 -25 -26 26 27 28 29 -31 leaf_value=-0.024530228399231375 0.030653799469130924 0.0017918879219596844 -0.015138225806895972 -0.029288236880747852 0.021151230907851429 0.032621146183235569 -0.014845236669714997 -0.020605299583913404 -0.032854438715254487 -0.019988265082037496 0.020022711941541083 0.0033736876535742904 0.0037553973948614497 -0.0085491056904357723 0.022620483191217278 -0.028159251897477047 -0.021177571265945983 -0.0010268646677811346 0.028314648262927865 0.0026213063777525678 0.02046294306417757 -0.025956680599945225 0.019882922408086721 -0.0054720099354008877 -0.018634151127682023 0.01883599538877382 -0.020255253620561312 0.014525066761727731 -0.00030567869447862417 -0.0078909101386601503 leaf_weight=8.4573958367109281 9.9355778023600561 792.56175113096833 18.297712221741676 14.736177410930393 8.5419835075736099 7.4826614931225768 8.1681784316897375 8.2551620751619357 7.5495124012231818 19.166589088737965 19.431851141154766 18.614096619188786 23.38720516115427 7.1892285197973242 5.2154259681701687 9.9961540214717406 23.652772504836321 53.867571372538805 8.1551122181117517 6.8873457647860041 16.831601858139042 10.404776707291601 10.901492729783056 11.357889197766779 13.65134486556053 14.308762677013872 13.678824424743651 17.244439229369164 800.90657859668136 74.750414434820414 leaf_count=38 495 4090 78 208 47 44 67 49 53 87 95 80 151 40 53 122 250 431 80 46 72 45 48 51 60 64 64 77 4048 381 internal_value=-0.000144765 -0.000293769 -0.00160455 -0.00144976 -0.000575392 0.0125454 0.00355562 -0.00541947 -0.00882964 -0.000151958 0.00600707 -0.00847811 -0.00260005 -0.00743121 -0.0156658 -0.00658199 -0.00416493 -0.00717519 0.011043 -0.0156028 -0.000892081 -0.00120766 -0.000940465 0.0100134 -0.00117871 -0.000924987 -0.000642575 -0.00095001 -0.000654263 -0.000953192 internal_weight=2063.59 2053.65 1261.09 1252.63 1026.53 24.1928 16.7102 226.104 137.249 88.8549 51.0742 37.7807 31.6424 129.7 36.8351 22.0989 92.8647 77.5203 15.3443 16.8835 1002.33 974.144 963.74 28.1895 952.838 939.187 920.889 906.58 892.901 875.657 internal_count=11514 11019 6929 6891 5146 158 114 1745 1283 462 295 167 200 1230 429 221 801 681 120 168 4988 4865 4820 123 4772 4712 4634 4570 4506 4429 is_linear=0 shrinkage=0.03 Tree=122 num_leaves=31 num_cat=0 split_feature=5 9 24 25 26 2 15 13 8 6 15 24 13 7 15 22 26 9 11 5 9 27 26 2 5 23 24 18 19 12 split_gain=10.2007 5.87566 4.21866 5.01388 4.34986 7.56829 4.29591 4.95185 4.76193 6.38627 5.40138 4.26756 4.57649 3.97223 4.48749 5.2705 4.0246 3.90934 3.73295 4.96895 6.088 4.44448 7.57779 5.32221 4.1698 4.15431 3.5267 4.89775 9.67385 4.45545 threshold=93.166667938232436 31.389277458190922 5.0992562770843515 2.2882083654403691 0.3340084850788117 5565.2011718750009 0.41885964572429663 0.34848485887050634 10.562225341796877 4.8293492794036874 6.5227272510528573 4.5673756599426278 1.0000000180025095e-35 28.958333015441898 0.20227272808551791 19564.818359375004 34.449054718017585 3.220486164093018 -0.41666667163372034 4.1666667461395273 6.5119047164917001 20.730564117431644 23.393901824951175 57220.583984375007 12.416666507720949 43.444499969482429 0.11364121362566949 1012.7680053710939 32956.101562500007 16.985280990600589 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 2 3 4 5 -1 7 18 9 17 -10 13 -13 16 -15 -16 26 -8 19 -4 -21 23 -23 -20 -22 -24 27 28 -5 -28 right_child=-2 -3 6 11 -6 -7 8 -9 10 -11 -12 12 -14 14 15 -17 -18 -19 21 20 24 22 25 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.018010174777421228 0.030634156108230965 0.0017387502768188255 -0.029100250875161191 -0.010331083187210021 -0.025148507142116139 0.010956314129988643 0.0074940685068618481 -0.032468877238001119 -0.019427557048954339 0.019280572439755606 0.0032724520356340694 0.022363716786959763 -0.0044428720165987376 -0.0076291078492089753 0.020785659339823407 -0.0018105894926098846 -0.016183024662292322 -0.013637170509929299 -0.0083257131983577176 0.021579131012642961 -0.027920564131511536 -0.023968632121256852 0.020278024114705029 0.026970684837547904 0.0025392833777499084 -0.0046584165278982974 -0.00055438532067863904 -0.025106920486315857 0.017141595426784149 0.015575783130985047 leaf_weight=17.570896372199059 9.6480269841849786 792.28390306979418 14.391648057848213 48.439242199063301 12.995160833001135 15.089598029851912 16.616428047418598 7.4120743051171294 19.128749053925276 19.572227001190186 18.614235527813435 15.003234907984735 9.2753389626741392 13.455221354961393 25.063833743333817 14.76168356835842 15.603099361062048 14.985543452203272 7.1610967963933936 5.3017406128346947 9.7824026644229907 18.116285726428032 6.7952916137874118 8.3023264408111555 6.8963848166167727 52.21171922236681 805.11083954945207 11.445050850510595 15.141461461782454 15.71268107742071 leaf_count=79 495 4090 208 225 56 65 104 53 87 95 80 102 56 63 109 65 78 96 40 53 122 178 55 80 46 448 4099 52 66 69 internal_value=-0.000140859 -0.000285539 -0.00155845 -0.000748424 -0.0104683 -0.00462726 -0.00527862 -0.00862373 -0.000148258 0.00581402 -0.00823228 -0.000299726 0.0121226 -0.000612347 0.00734955 0.0124102 -0.00107778 -0.00252629 -0.0072532 -0.0153967 -0.00642438 -0.00405407 -0.00699726 0.010625 -0.015326 -0.00178672 -0.000814685 -0.00704066 -0.00378859 -0.000245612 internal_weight=2061.89 2052.24 1259.96 1034.67 45.6557 32.6605 225.288 136.371 88.9172 51.1742 37.743 989.012 24.2786 964.733 53.2807 39.8255 911.452 31.602 128.959 36.3722 21.9805 92.5867 77.1233 15.4634 16.6788 59.007 895.849 75.0258 63.5807 820.824 internal_count=11514 11019 6929 5184 200 144 1745 1283 462 295 167 4984 158 4826 237 174 4589 200 1230 429 221 801 681 120 168 503 4511 343 291 4168 is_linear=0 shrinkage=0.03 Tree=123 num_leaves=31 num_cat=0 split_feature=5 9 24 25 13 21 15 13 24 20 23 27 24 26 15 14 14 12 22 14 15 21 15 7 14 11 14 26 15 22 split_gain=9.88927 5.53439 3.9949 4.72574 4.21951 8.79911 4.08831 4.78588 4.65165 8.09133 5.06925 6.15402 3.99208 4.31875 5.27314 4.00032 6.93432 5.2533 3.94809 5.70115 5.51531 7.55619 6.86137 5.03967 4.92359 8.61046 4.78071 4.89699 4.28888 3.99938 threshold=93.166667938232436 31.389277458190922 5.0992562770843515 2.2882083654403691 0.76388889551162731 10278.599121093752 0.41885964572429663 0.34848485887050634 17.303957939147953 31650.875000000004 22.165500640869144 35.681550979614265 4.5673756599426278 6.9352340698242196 0.021286232396960262 16.884957313537601 15.101895809173586 16.81759071350098 16500.900390625004 1.4088362455368044 0.20227272808551791 58784.091796875007 2.7537878751754765 28.958333015441898 9.8681783676147479 3.5833333730697636 2.5604796409606938 8.0007324218750018 0.28165064752101904 12115.211425781252 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 2 3 4 5 -1 7 -4 9 -8 -10 -12 15 14 -14 16 17 18 23 -20 21 -21 26 24 29 -26 -22 -28 -25 -5 right_child=-2 -3 6 12 -6 -7 8 -9 10 -11 11 -13 13 -15 -16 -17 -18 -19 19 20 22 -23 -24 28 25 -27 27 -29 -30 -31 leaf_value=-0.02206859477602011 0.030615111855691081 0.0016871722913181094 -0.0070788396930286769 -0.00055424014813838785 -0.021220117621910922 0.012403466041396494 0.0004935850248772816 -0.032088846469686995 0.022997171484495049 -0.028885535939848175 -0.013945393390948968 0.012345211140170896 0.020713017364198335 0.030690564427287372 -0.012776743812590663 0.010685835747041602 -0.025347380635231474 0.020522166351299411 -0.019509193311513462 0.0201176384184832 0.0089793189397756237 -0.010165231802138535 0.0085956668128572122 -0.0029653069225977075 -0.031808720370196074 0.00055159204915600463 -0.02440977435567071 -0.0067096738713146335 0.020305632500670894 0.0098481248209540684 leaf_weight=11.81896883249283 9.3686205856502038 792.01357550919056 128.23772994428873 680.6946882084012 18.48825266957283 15.279726147651671 32.894879922270775 7.2769135609269133 12.38690362870693 11.347310170531271 14.658033952116964 17.676047243177891 8.1439259834587627 7.4708084948360911 8.8078079260885698 27.488109424710274 10.348047599196432 10.426139131188391 22.149206779897213 18.482068508863453 8.8706251233816129 12.385001614689825 19.924371764063835 11.208683162927629 12.256713978946211 18.676407262682915 25.648432075977325 31.155955269932747 19.577803313732147 34.972724579274654 leaf_count=55 495 4090 1230 3454 79 66 183 53 54 50 78 97 53 52 53 120 45 46 130 97 48 77 83 52 56 77 125 155 84 177 internal_value=-0.000137066 -0.000277553 -0.00151377 -0.00072641 -0.0101702 -0.00263136 -0.0051415 -0.00842184 -0.000144672 -0.00704162 0.00667844 0.000426871 -0.00029097 0.0116873 0.00331236 -0.000594351 -0.000925348 -0.000652559 -0.000893574 -0.00555779 -0.00290456 0.00796704 -0.00682485 -6.1898e-05 -0.000552399 -0.0122706 -0.0115031 -0.0147017 0.0118332 -4.59048e-05 internal_weight=2060.13 2050.77 1258.75 1034.27 45.5869 27.0987 224.478 135.515 88.9632 44.2422 44.721 32.3341 988.688 24.4225 16.9517 964.265 936.777 926.429 916.003 138.616 116.466 30.8671 85.5994 777.387 746.601 30.9331 65.675 56.8044 30.7865 715.667 internal_count=11514 11019 6929 5184 200 121 1745 1283 462 233 229 175 4984 158 106 4826 4706 4661 4615 715 585 174 411 3900 3764 133 328 280 136 3631 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=5 9 28 25 28 20 27 9 25 8 8 22 19 11 25 28 9 25 23 11 11 12 15 25 22 24 24 17 19 16 split_gain=9.58759 5.21253 3.82528 6.25435 3.56423 5.09248 3.52059 6.85654 3.47829 6.57646 6.84003 6.10412 5.44422 4.54197 4.5339 5.54676 5.36866 5.33172 6.48458 5.57106 4.46017 6.2451 5.70384 5.51318 3.98163 3.40985 3.2841 3.28299 6.41693 5.68174 threshold=93.166667938232436 31.389277458190922 7.3768191337585458 2.2882083654403691 0.17372349649667743 253.48037719726565 8.4373435974121112 29.023809432983402 4.3408751487731942 17.31514930725098 13.006407260894777 5692.9716796875009 96724.863281250015 0.58333334326744091 4.8092083930969247 1.5921710133552553 51.57948303222657 6.0241250991821298 13.300333499908449 0.83333334326744091 -0.83333334326744068 5.816483974456788 -0.49390244483947748 1.610083341598511 3126.0700683593755 0.062719244509935393 0.10507773980498315 13538.394531250002 31000.577148437504 6.4533994197845468 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 2 3 25 5 -5 -4 -8 9 10 12 -12 20 -11 -10 -16 17 -17 19 -19 21 23 -22 26 -25 -1 -3 -24 -29 -30 right_child=-2 8 6 4 -6 -7 7 -9 14 13 11 -13 -14 -15 15 16 -18 18 -20 -21 22 -23 27 24 -26 -27 -28 28 29 -31 leaf_value=-0.023696994311666757 0.030596650781239337 -0.011390148818918124 -0.01500891850445903 0.011410210650584071 0.00067888403841545109 -0.011295749320098419 -0.0038114248468716569 0.025386691384935645 0.027262763375374886 0.0028613644806014232 0.030688519000584346 0.0016770620824427462 -0.019539110208545037 -0.02225159123676209 -0.02012476650728048 -0.018746376262352996 0.020389145471727061 -0.0014692154737790211 -0.013038991878078372 0.029529279143480434 0.024117436305228144 0.014483868084956091 1.2014147451845209e-05 -0.035387278400814758 -0.0096528489730934655 -0.0046121161461735987 0.007400523383492885 0.0089791862066566086 -0.0047454762333311211 0.017202722948650551 leaf_weight=14.937979042530058 9.0971393175423128 17.789915964007378 24.309239469468594 10.952261567115782 779.38124535232782 47.207235783338547 354.02731317654252 7.3894036971032611 9.3589410260319692 10.11768861860037 13.460105214267971 12.672415267676113 11.445851594209669 18.036586962640285 7.0884014628827563 9.0389125086367113 20.55177659355104 8.9496727734804207 9.6179649233818036 12.51400054246187 10.468076914548872 11.116340380161999 357.74782271310687 10.363804541528227 11.322403833270071 19.326304793357849 15.810448452830313 127.77434551715851 74.115453906357288 12.389659918844698 leaf_count=67 495 73 134 54 3924 225 2406 35 71 51 74 69 81 106 79 43 367 43 59 85 58 54 1606 48 58 84 68 583 339 75 internal_value=-0.000133295 -0.000269711 -0.00147026 -0.000369675 0.000144275 -0.00701989 -0.00395776 -0.00321445 0.00163711 0.000983901 0.00156672 0.01662 0.000971001 -0.0132268 0.00769008 0.00498675 0.00792055 0.0015335 0.00743114 0.0166039 0.00133278 -0.00603372 0.00217254 -0.0101591 -0.0219513 -0.0129324 -0.00254831 0.00177095 0.00470756 -0.00160195 internal_weight=2058.38 2049.28 1257.53 871.805 837.541 58.1595 385.726 361.417 791.751 714.631 686.477 26.1325 660.344 28.1543 77.1197 67.7607 60.6723 40.1206 31.0816 21.4637 648.898 66.4029 582.495 55.2866 21.6862 34.2643 33.6004 572.027 214.279 86.5051 internal_count=11514 11019 6929 4354 4203 279 2575 2441 4090 3343 3186 143 3043 157 747 676 597 230 187 128 2962 301 2661 247 106 151 141 2603 997 414 is_linear=0 shrinkage=0.03 Tree=125 num_leaves=31 num_cat=0 split_feature=9 2 24 6 12 11 1 20 1 18 16 12 27 22 10 16 24 26 13 13 28 6 9 24 10 8 11 14 27 18 split_gain=7.69872 5.97797 6.80386 5.59839 8.15508 5.52953 6.60044 5.01658 4.99693 4.79318 4.3919 6.365 7.12688 4.80784 7.95436 4.38422 4.38094 5.82351 4.34602 5.1097 4.64747 5.77871 4.35355 4.26154 4.15647 6.50906 4.21998 5.4358 8.54612 5.43542 threshold=21.506097793579105 6955.5500488281259 0.037213532254099853 3.0275251865386967 21.94690036773682 -0.83333334326744068 -1.4999999999999998 2484.5993652343755 26.500000000000004 308.45268249511724 14.500308036804201 2.4130063056945805 3.518505454063416 20124.336914062504 3.7861437797546391 7.0723671913146982 0.52650064229965221 4.2593052387237558 1.3484848737716677 3.9583333730697636 0.642877757549286 2.1014931201934819 64.343750000000014 0.026269460096955303 1.0700509548187258 1.261608421802521 -1.0000000180025095e-35 7.6284456253051767 4.7009041309356698 4836.8608398437509 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 3 9 5 -5 -2 -7 10 -6 -3 11 12 -4 14 15 -14 -12 -18 20 -20 -13 -22 -23 -8 -9 -26 27 -27 29 -29 right_child=1 2 7 4 8 6 23 24 -10 -11 16 18 13 -15 -16 -17 17 -19 19 -21 21 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.0023805207714267741 -0.015560503624899183 0.0098759040902754534 0.0049750554095150251 0.014800505441977641 -0.019631270002155327 0.014517149015118082 0.011497205230718914 -0.012170956667550603 0.0070868489313947128 -0.010472482759476751 0.023054587013134811 0.013909340462640604 0.018438758863278944 0.048395965428318262 -0.012749235243572103 0.05755168613785025 -0.035778209477326517 0.015074829349564958 -0.03903864679444758 -0.00084967724033126538 -0.036734720887778002 -0.016684457741432773 0.025566936584759989 -0.0035640727007241516 0.02224915655901416 -0.010612565155015104 0.0038949527269893985 -0.00032507875040213428 -0.011634110352872396 0.030460851273677245 leaf_weight=945.33302095532417 28.128615982830524 13.143652424216269 200.27089191973209 41.657474182546139 13.127397730946543 21.132417768239975 17.853163465857506 19.42693660967052 12.112991996109484 50.249916180968285 25.862000174820423 13.085246004164221 25.169089132919911 4.4158783536404362 7.2791353575885287 2.8737477324903002 2.94941991381347 6.4784251283854246 6.4070273768156749 6.209192207083106 5.0164291597902766 4.5679427534341794 4.2248336523771286 319.27715963125229 13.822563098743556 50.672841444611549 168.9402390178293 9.0955395624041575 16.631184505298734 11.933152612298725 leaf_count=5502 126 61 914 197 61 96 75 112 58 211 144 66 500 27 76 14 25 132 71 39 48 30 82 1408 74 268 947 51 96 56 internal_value=-0.000386037 0.00129438 0.00309724 -0.00136533 0.00664725 -0.00275259 -0.00174699 0.00407651 -0.00680911 -0.00625357 0.00670009 0.00544104 0.00727783 0.0188833 0.0151937 0.0224469 0.0166726 -0.000834105 -0.00571656 -0.0202436 0.00109809 -0.0110415 0.00361688 -0.00276648 0.0012336 0.00219419 0.00111669 -0.00419687 0.00443571 0.017145 internal_weight=2067.35 1122.01 668.725 453.289 66.8979 386.391 358.263 605.332 25.2404 63.3936 314.809 279.519 240.009 39.7379 35.322 28.0428 35.2898 9.42785 39.5107 12.6162 26.8945 13.8092 8.79278 337.13 290.522 271.096 257.273 88.3327 37.6599 21.0287 internal_count=11567 6065 4044 2021 316 1705 1579 3772 119 272 2168 1867 1531 617 590 514 301 157 336 110 226 160 112 1483 1604 1492 1418 471 203 107 is_linear=0 shrinkage=0.03 Tree=126 num_leaves=31 num_cat=0 split_feature=5 9 2 24 6 12 0 17 1 18 8 12 12 22 10 10 18 27 14 24 22 21 8 13 24 20 26 18 1 16 split_gain=8.2007 6.34647 4.74895 5.93397 5.2813 7.69808 4.76335 6.13464 4.6796 4.50938 4.21605 4.16239 8.72354 7.62262 4.92031 7.50687 11.3125 6.93159 10.1123 4.75391 5.84438 4.73079 6.68067 4.98944 4.47451 5.92829 4.93774 4.39208 4.84555 4.36499 threshold=92.833332061767592 21.506097793579105 6955.5500488281259 0.037213532254099853 3.0275251865386967 21.94690036773682 54.500000000000007 5033.4050292968759 26.500000000000004 308.45268249511724 0.52463960647583019 2.1014931201934819 16.512618064880375 29220.867187500004 1.0477074980735781 1.6607555747032168 492.77407836914068 1.5214999914169314 2.1476851701736455 0.58551111817359935 26364.243164062504 48280.806640625007 0.80711030960083019 0.095454547554254546 1.3746708631515505 17806.140625000004 5.1107306480407724 602.58523559570324 39.500000000000007 1.9266272187232973 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 -1 4 9 10 6 7 -6 -7 -4 -3 14 13 -13 21 16 -16 18 -17 -14 24 22 23 -5 -21 26 -26 28 -20 -19 right_child=-2 2 3 11 5 8 -8 -9 -10 -11 -12 12 19 -15 15 17 -18 29 27 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.002311446357873123 0.027432511110368936 0.014164866801672586 0.0096010740886611386 0.024859083515316897 -0.0045125058583595197 -0.018952259385676164 0.02911899404369336 0.023890481186001584 0.0068858373560926152 -0.010151625299879376 -0.0032609662679183955 -0.0017745856675379626 0.020224811665302184 -0.028458080283939164 -0.0056715490816744325 -0.028607926407626546 0.031302280580431358 0.023888852575956031 -0.013058460859586897 -0.02524857522695248 0.015235746910740684 -0.018119955059709647 -0.013482762923940831 -0.00089805850435547598 0.034818380351839352 -0.020034701336451032 -0.0020049717442451741 0.018777030628270255 0.011357910804603957 0.006654648178011811 leaf_weight=944.39002414420247 9.5011912155896407 12.928423777222632 13.114736288785933 12.820737458765509 16.334916904568676 13.188828080892565 13.406744644045828 11.778995871543883 12.092906624078749 50.282486006617546 373.34290237724781 148.33257683180273 23.199523627758026 10.30457100830972 10.68156463652849 11.942198768258093 24.598059680312872 14.144108213484285 18.126345828175548 7.4413649961352375 22.425058646127582 13.412102367728947 15.382959518581627 14.338467873632906 5.7132392972707766 7.2147398442029944 7.6868883278220892 11.19359630346298 12.264798209071158 203.86307409964502 leaf_count=5502 528 60 61 66 70 61 77 50 58 211 1641 846 127 63 52 50 115 76 81 43 121 87 74 67 33 47 96 51 61 1092 internal_value=-0.000374636 -0.000503142 0.00103321 0.00265976 -0.00133076 0.00645781 0.0144045 0.0073876 -0.00659323 -0.00606546 -0.00267773 0.00358929 0.000454016 -0.00350786 0.00559714 0.00708918 0.0201078 0.00539772 -0.00427558 0.00898407 0.00381819 -0.00258419 0.00231371 0.0112608 -0.00530774 0.00189031 0.0136949 0.00271212 -0.00320487 0.00777279 internal_weight=2065.45 2055.95 1111.56 658.483 453.074 66.8024 41.5207 28.1139 25.2817 63.3972 386.271 595.086 232.318 158.637 362.768 306.814 35.2796 271.534 53.5269 73.6808 50.4813 55.9543 42.5422 27.1592 28.0562 20.6149 13.4001 41.5847 30.3911 218.007 internal_count=11567 11039 5537 3520 2017 316 197 120 119 272 1701 3248 1376 909 1872 1578 167 1411 243 467 340 294 207 133 219 176 129 193 142 1168 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=5 7 7 18 27 6 11 26 15 16 27 17 5 7 1 18 15 21 18 18 18 18 7 2 8 24 26 9 2 9 split_gain=7.92229 6.09585 8.3129 5.56854 5.07419 4.75077 5.7923 10.1661 5.82952 4.4977 4.25473 4.1174 3.92397 6.78282 3.80011 4.3764 3.66734 5.45516 4.1819 4.10636 4.63836 7.69223 5.54217 4.71138 5.43502 6.30518 6.53987 4.41285 4.28821 4.69791 threshold=92.833332061767592 32.348484039306648 33.041666030883796 52521.531250000007 2.2578499317169194 2.9433757066726689 -0.83333334326744068 1.3788040876388552 -0.19756097346544263 2.7067027091979985 2.1682395935058598 11526.005859375002 34.416666030883796 39.183334350585945 27.500000000000004 14298.442871093752 -0.040833333507180207 3835.5249023437505 5199.7292480468759 3372.519653320313 2349.2177734375005 1828.243347167969 34.104166030883796 4949.1481933593759 1.0466373562812807 0.04231723956763745 0.11851179227232934 47.044643402099616 2655.3178710937505 56.973455429077156 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 3 -3 4 10 6 7 -4 9 -8 -1 -9 -7 -14 -6 -16 17 -10 19 20 21 22 -18 28 -25 -26 27 -27 -24 -30 right_child=-2 2 5 -5 14 12 8 11 16 -11 -12 -13 13 -15 15 -17 18 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 29 -31 leaf_value=-0.0047963600894206145 0.027332186138536822 0.019146746322797708 -0.018966544824239262 -0.022681033783968917 -0.0015412905983005157 0.020128062714744394 0.0039038600853014459 -0.0028674592647984138 0.0067296473590196726 0.029295518979768783 -0.027562725969130401 0.028293938833730992 -0.011131825302952847 0.0081222313681808614 0.024035667467296074 -1.2571769533050597e-05 -0.017723289600873118 -0.018499956100885388 0.016276537433497093 -0.015853866842506507 0.01681800981036034 -0.023781820020700138 0.0076520877659367065 -0.0039464627011435846 -0.0059773395965509613 0.037403910942955025 0.0067467925009236989 0.01089306984506011 -0.0055607206301398213 0.0069258715157925381 leaf_weight=19.268961854279045 9.2537254225462657 23.528366535902023 34.214937679469585 11.366740509867666 1195.0890404507518 16.423063062131405 14.570767764002087 9.0926300287246686 12.04916876927018 11.032042838633059 11.982133165001867 6.5763084571808568 20.47235418856144 84.160641551017761 11.312191955745222 17.115326195955276 14.006296724081038 21.433389341458678 15.291615640744565 13.689635042101143 15.758472282439469 11.670305224135516 37.517588898539543 53.850582402199507 28.733700037002563 11.376031666994097 129.49238821864128 11.228372544050215 159.41649758815765 32.676690444350243 leaf_count=89 528 103 158 59 6673 76 72 42 51 64 56 87 91 622 54 73 60 104 87 69 83 61 164 269 122 49 721 53 678 149 internal_value=-0.000363523 -0.000488274 0.00158282 -0.00177769 -0.00158833 0.00104244 1.70067e-05 -0.00980161 0.000841857 0.0148449 -0.0135253 0.0102111 0.00649486 0.00435501 -0.00128343 0.00955697 0.000210875 -0.00942073 0.000813991 0.000358774 0.000797637 0.000282387 0.000869545 0.00143043 0.00441965 0.00691104 0.00934588 0.0242351 -0.00162479 -0.00343664 internal_weight=2063.65 2054.4 788.262 1266.13 1254.77 764.733 643.677 49.8839 593.794 25.6028 31.2511 15.6689 121.056 104.633 1223.52 28.4275 568.191 33.4826 534.708 519.417 505.727 489.968 478.298 464.292 234.681 180.83 152.097 22.6044 229.611 192.093 internal_count=11567 11039 4035 7004 6945 3932 3143 287 2856 136 145 129 789 713 6800 127 2720 155 2565 2478 2409 2326 2265 2205 1214 945 823 102 991 827 is_linear=0 shrinkage=0.03 Tree=128 num_leaves=31 num_cat=0 split_feature=5 9 2 24 6 12 11 1 0 17 25 1 8 12 13 17 24 18 6 10 10 18 27 19 8 13 25 15 8 6 split_gain=7.65302 5.76028 4.34082 5.36526 4.79667 7.29031 4.90151 6.19014 4.59282 5.7778 4.56423 4.37021 4.00577 3.91723 8.3809 5.56813 8.19043 4.59529 4.82622 4.54255 7.54632 10.8092 6.634 6.15264 6.14062 6.64505 5.84784 5.0315 4.56323 4.28033 threshold=92.833332061767592 21.506097793579105 6955.5500488281259 0.037213532254099853 3.0275251865386967 21.94690036773682 -0.83333334326744068 -1.4999999999999998 54.500000000000007 5033.4050292968759 1.4917083382606509 26.500000000000004 0.52463960647583019 2.1014931201934819 10.816666603088381 35409.654296875007 5.0992562770843515 4321.4455566406259 4.1023919582366952 1.0675545930862429 1.6607555747032168 492.77407836914068 1.5214999914169314 48823.662109375007 0.80711030960083019 1.0000000180025095e-35 1.5908333063125613 3.1455025672912602 2.0959911346435551 2.2153606414794926 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 -1 4 10 6 8 -3 -8 9 -6 -4 -7 -9 19 17 -16 -17 -15 29 23 21 -21 27 24 25 -5 -24 28 -22 -19 right_child=-2 2 3 13 5 11 7 12 -10 -11 -12 -13 -14 14 15 16 -18 18 -20 20 22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0021981906354135456 0.027230313787036466 -0.014604699205870082 -0.0016742567487393115 0.030465976552585004 -0.0044511441273691324 -0.018431506693714274 0.014168798996711453 0.013803412270981303 0.028569962087508404 0.023133220028356116 -0.021652973415800317 0.0065550304363943294 -0.0032437824423625066 -0.0058068408225812936 0.027484519972154842 -0.0217500755508779 0.022983309118783664 0.00035302005906801394 -0.0012534074829623598 -0.0049865240300329249 -0.02103515824840365 0.031720724908665697 0.026091703444534899 -0.0183858151798338 -0.010932819961533724 -0.00033418724789591777 0.0062035522069638629 0.0064866558248532179 0.0028380532872694531 0.024863670020538717 leaf_weight=942.79824856668711 9.0133288986980897 28.152886718511581 50.487402200698853 10.933930553495886 16.331491678953174 13.217583611607553 21.075071826577187 12.899806689471005 13.158963382244108 11.751638099551199 12.926311030983923 12.037130184471605 323.91773972660303 113.791289890185 15.705167546868326 6.9884992912411672 7.7898014970123768 11.387868789955975 61.395794190466404 10.501001954078673 19.394265502691272 23.107404198497534 14.237730756402014 15.667104281485079 16.026664137840271 14.888854652643202 203.34136424586177 22.512419939041138 11.466315507888792 14.675901524722574 leaf_count=5502 528 126 216 56 70 61 95 60 77 50 56 58 1420 681 86 48 100 57 322 51 83 108 64 99 77 70 1104 110 50 82 internal_value=-0.000352813 -0.000473937 0.000990895 0.00254781 -0.0012702 0.00617164 -0.00255207 -0.00160397 0.0139447 0.00709178 -0.00574674 -0.0065222 -0.00259089 0.00343359 0.000387854 0.015047 0.00182937 -0.00183256 0.00333826 0.0053829 0.00684316 0.0202515 0.00518002 -0.00234944 0.00365406 0.0127073 0.00750497 -0.00429785 -0.012165 0.0141544 internal_weight=2061.58 2052.57 1109.77 657.225 452.542 66.4968 386.046 357.893 41.2421 28.0831 63.4137 25.2547 336.818 593.811 231.734 30.4835 14.7783 201.251 87.4596 362.077 304.561 33.6084 270.952 57.5166 41.8494 25.8228 217.579 53.373 30.8606 26.0638 internal_count=11567 11039 5537 3520 2017 316 1701 1575 197 120 272 119 1480 3248 1376 234 148 1142 461 1872 1570 159 1411 302 203 126 1168 243 133 139 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=7 7 5 18 27 10 10 16 22 15 23 8 12 5 21 12 11 27 13 14 10 0 23 23 27 17 23 10 2 1 split_gain=6.65409 7.52609 6.58306 5.27011 4.83267 4.54729 5.84464 4.90482 4.37447 6.79402 7.91459 5.45514 5.62159 5.76193 5.36169 10.4011 6.51287 5.20199 5.06949 4.95267 4.78679 5.26423 4.31791 4.8962 4.05955 3.87575 6.15388 7.2093 7.22587 5.85169 threshold=32.348484039306648 33.041666030883796 92.833332061767592 52521.531250000007 2.2578499317169194 8.8127264976501483 7.4436261653900155 5.3217344284057626 2901.3093261718755 0.80217391252517711 2.5756666660308842 0.81834807991981517 1.0773502588272097 34.833333969116218 47401.380859375007 7.0118846893310556 12.166666507720949 2.4022786617279057 2.4083334207534794 6.4430556297302255 12.730080127716066 71.500000000000014 1.3268333673477175 1.6819999814033511 2.1682395935058598 6647.1657714843759 1.2913333773612978 1.0675545930862429 18771.034179687504 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 -2 5 4 24 6 25 -8 9 19 -11 -10 -13 -14 16 -16 17 -15 -17 -7 -19 22 -22 -24 -1 -3 29 -28 -29 -27 right_child=1 2 -4 -5 -6 8 7 -9 11 10 -12 12 13 14 15 18 -18 20 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31 leaf_value=-0.0046746242450869079 0.018518853781534495 -0.0025700266983209263 0.027126847962492415 -0.022106768798573293 -0.0012137650792015135 -0.018391433926427839 -0.030140083046024321 -0.0041567458255765541 0.024087392803609609 0.033552523655256995 -0.0013063188516545363 0.017244117929633394 0.017144075526311378 -0.02274432671912284 0.028141314631992542 0.013111753173295179 0.01462829340586764 0.011340938020960287 -0.024961833175052725 0.01247548511300176 -0.004033405369701884 0.010797787250319824 -0.034730240841059093 -0.0070801327091534081 -0.026983483204368938 -0.015956898437373062 -0.0066502017430288864 0.014985227054728482 0.0023596309146231942 0.0011753782452326963 leaf_weight=19.238424509763721 23.536105558276176 236.24159472435713 8.779807008802889 11.282385051250456 1221.9377521313727 8.2282625176012534 10.396420631557705 17.619850821793079 9.8833750486373884 18.536340758204464 8.5732039883732778 17.339180015027523 14.391304422169922 18.977877680212259 13.08411204069853 5.2588287815451604 12.122191973030565 13.064608177170156 7.839396083727479 10.843980267643927 23.823353320360184 10.162501817569135 12.723400518298151 10.537221640348433 11.871050447225569 26.223857969045639 36.160447835922241 75.309266678988934 89.02343375235796 56.821485221385956 leaf_count=89 103 1022 528 59 6800 41 49 90 46 99 104 87 66 97 93 42 73 63 72 68 102 86 56 53 56 111 200 370 588 254 internal_value=-0.000342316 0.00180729 0.00129778 -0.00169482 -0.00151104 0.00100064 -0.000451422 -0.0137988 0.00469365 0.0128773 0.0225287 0.00246009 0.00111847 -0.000850789 -0.00288043 0.00922266 -0.00600521 -0.00880649 -0.0096756 -0.000841308 -0.00504449 -0.00878392 -0.0130104 -0.0222046 -0.0131875 0.000268003 0.00263262 0.00547707 0.0081456 -0.00423461 internal_weight=2059.83 795.501 771.965 1264.33 1253.05 763.185 547.796 28.0163 215.389 46.1818 27.1095 169.207 159.324 141.985 127.593 26.1823 101.411 89.289 13.0982 19.0722 70.3111 57.2465 47.084 23.2606 31.1095 519.78 283.538 200.493 164.333 83.0453 internal_count=11567 4563 4460 7004 6945 3932 2684 139 1248 312 203 936 890 803 737 207 530 457 114 109 360 297 211 109 145 2545 1523 1158 958 365 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=5 6 25 1 22 12 15 14 20 8 2 12 1 25 21 28 19 18 9 27 24 11 16 11 12 10 16 12 10 2 split_gain=8.4163 6.55287 7.20754 7.16952 5.45881 5.41477 5.09173 6.18881 5.79034 6.87433 4.48126 4.56229 3.95838 3.95605 4.28744 3.95253 4.08654 3.86041 3.66738 3.65291 3.47348 3.40716 9.70418 5.49658 5.35238 5.70762 6.49993 5.10971 7.59178 4.96548 threshold=52.833333969116218 3.0275251865386967 16.119071960449222 29.500000000000004 22710.232421875004 1.8660253882408144 2.0104166269302373 14.113724708557131 1459.5635375976565 1.9296330809593203 2534.7653808593755 1.8660253882408144 27.500000000000004 14.479971885681154 3633.838012695313 2.1736162900924687 3969.6345214843755 2844.872192382813 43.107639312744148 9.0004997253417987 0.11903645470738412 -8.1666665077209455 8.4870662689209002 -0.83333334326744068 6.0552382469177255 9.3701648712158221 5.5233225822448739 27.015425682067875 19.591880798339847 2665.3410644531255 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=10 2 4 15 5 18 8 -8 9 -7 11 -1 21 14 -14 16 -3 -18 -2 -6 -10 22 -12 24 -23 26 -26 28 29 -25 right_child=1 3 -4 -5 19 6 7 -9 20 -11 12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 23 -24 27 25 -27 -28 -29 -30 -31 leaf_value=-0.001276831284168869 0.022554333209227739 0.030935291459723246 0.030593163804131004 -0.014178547547573167 -0.024823659128951868 0.0071916336765113931 -0.037582018133565508 -0.0043811866998273163 0.00019896876199416961 -0.024493303019618096 -0.0064647361624311315 -0.026714803035032122 -0.010299742705983581 -0.0078551311406424434 0.011759104525954352 0.030277784938478776 -0.0072397565181865284 0.01816673309235892 0.0042903067391094358 0.0018679423916370739 0.028529271105877763 -0.0094937262570137029 0.027509532528835146 0.012062365401452831 -0.010182424303148469 -0.011278595971743185 0.024133286189190507 -0.014935479188815078 0.018558797111274793 -0.00085025151305396975 leaf_weight=13.415641345083715 10.415734574198721 7.4671679511666325 8.0370344370603544 6.996605433523654 11.120968541130425 13.169824462383987 7.9950906001031425 13.731664698570965 7.1408928930759421 11.582541093230246 16.65867563337088 12.040349580347536 9.1499789319932443 15.746226835995911 59.477545708417892 16.287625960074365 11.009855270385744 10.530918115749953 197.82692045066506 7.8874229788780204 8.568798363208769 121.4500988908112 13.863686971366404 27.347454756498337 7.3733210116624859 14.302722897380589 15.227233368903397 21.906278014183044 18.884499229490757 1345.0014946013689 leaf_count=59 51 49 390 85 72 75 47 90 34 72 77 51 39 73 292 260 73 74 1142 52 87 801 72 114 64 81 92 101 85 6948 internal_value=5.09596e-05 0.00429148 0.00256986 0.0140854 0.00179172 0.00288401 -0.00488404 -0.0165985 0.00140626 -0.00763491 -0.000815476 -0.0133087 -0.000626892 0.00570641 0.00881804 0.0184512 0.0118107 0.00518104 0.00520382 -0.0137481 0.0156516 -0.00096045 0.00896686 -0.00115326 -0.00645344 0.00355227 0.012938 -0.000559337 -0.000332971 -0.000592936 internal_weight=2061.61 349.769 297.477 52.2922 289.44 270.431 62.1888 21.7268 40.4621 24.7524 1711.85 25.456 1686.39 84.3738 68.6275 45.2956 29.0079 21.5408 208.243 19.0084 15.7097 1602.02 30.5224 1571.49 158.353 36.9033 22.6006 1413.14 1391.23 1372.35 internal_count=11602 2653 2112 541 1722 1598 405 137 268 147 8949 110 8839 404 331 456 196 147 1193 124 121 8435 149 8286 1038 237 156 7248 7147 7062 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=0 split_feature=5 6 25 1 22 6 2 12 28 19 1 0 10 8 10 25 23 18 10 8 6 16 14 22 24 27 9 2 16 7 split_gain=7.94244 6.25502 6.98195 6.82888 5.11459 5.28047 4.21312 4.28435 3.89222 3.95063 3.73032 4.38218 5.48251 5.3022 3.90652 3.7294 4.23141 3.66781 3.43002 8.90715 3.73157 3.9957 5.10866 6.88894 5.19113 3.38099 3.21089 5.4935 3.14867 3.12734 threshold=52.833333969116218 3.0275251865386967 16.119071960449222 29.500000000000004 22710.232421875004 2.4130063056945805 2534.7653808593755 1.8660253882408144 2.1736162900924687 3969.6345214843755 27.500000000000004 53.500000000000007 19.591880798339847 23.144588470458988 18.390175819396976 14.479971885681154 2.2986665964126591 2844.872192382813 11.753615856170656 12.0584774017334 15.879755496978762 15.04647731781006 8.4870662689209002 24114.768554687504 0.13740938156843188 9.0004997253417987 50.144309997558601 2655.3178710937505 20.775485038757328 52.522727966308601 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 8 5 29 7 -1 9 -3 11 12 14 -14 18 16 -12 -11 19 26 21 22 24 -24 -20 -6 27 -8 -23 -2 right_child=1 3 -4 -5 25 -7 10 -9 -10 17 15 -13 13 -15 -16 -17 -18 -19 20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012384711931074804 0.013158811999285496 0.030539572987609034 0.030431488288250472 -0.013623472526986534 -0.023813673853924886 -0.01891767363445488 0.018666060546209798 -0.025881230868904658 0.030011618432436698 -0.0069941341317485079 0.0029605083485734862 -0.016080378078035616 0.023537896954817682 -0.0019130382207344448 -0.018748198599768649 -0.0076183403143286026 0.018482055726814738 0.017814478038539236 0.0082133326545120872 -0.027522078377809286 0.020705057944714882 -0.015917896308909905 0.00058799733968660668 0.028011827512439927 -0.016807945043123589 0.0018133582169619702 -0.012028905710201841 -0.0010499389688059192 0.0039116423993387122 0.0024795808517059903 leaf_weight=13.416226506233217 27.606181804090738 7.3389547541737583 7.8403191408142439 7.0622020959854117 11.242942618206145 9.7122325003147107 12.83638074994087 12.0550589710474 15.944321569055317 11.053923163563015 43.71977025270462 17.004949197173119 16.240936432033781 13.482973862439392 11.098893441259859 15.74854066595435 24.759258881211281 10.418694041669367 17.917712375521663 11.535461485385893 11.234203226864336 15.721349101513626 15.917136028409002 17.101410053670406 12.788990687578915 7.8811954995617262 23.596029937267303 1391.3825748302042 13.306812096387146 232.79990252386779 leaf_count=59 131 49 390 85 72 74 53 51 260 73 196 81 78 61 53 73 135 74 76 59 53 71 73 77 75 52 101 7463 61 1393 internal_value=4.97541e-05 0.00417496 0.00249737 0.0137929 0.00174018 0.00280165 -0.00079151 -0.0129014 0.0181191 0.0115377 -0.000608494 -0.000932201 -0.000769595 0.0119932 -0.00101364 0.00554518 0.00857247 0.00504321 -0.000886107 -0.00126625 0.00437566 0.00239785 0.00660034 0.0147917 -0.00220774 -0.0132526 -0.00105413 -0.000869709 -0.00682783 0.00361171 internal_weight=2059.77 348.901 297.083 51.8181 289.242 270.118 1710.86 25.4713 44.7559 28.8116 1685.39 1601.17 1584.16 29.7239 1554.44 84.2276 68.479 21.4726 1543.34 1439.35 103.988 92.7534 63.7252 33.0185 30.7067 19.1241 1427.81 1404.22 29.0282 260.406 internal_count=11602 2653 2112 541 1722 1598 8949 110 456 196 8839 8435 8354 139 8215 404 331 147 8162 7676 486 433 301 150 151 124 7617 7516 132 1524 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=5 5 6 1 2 12 24 15 28 19 1 0 25 23 18 16 2 24 21 7 27 15 14 12 25 12 14 11 12 14 split_gain=7.49209 5.99826 5.95944 6.30781 3.96188 4.0255 3.81294 12.0162 3.57927 3.81924 3.51509 4.09768 3.51554 4.01382 3.48462 3.31165 3.9528 3.63387 4.5605 5.83285 5.50802 3.45829 3.43298 5.81709 6.07938 4.85696 5.45146 4.67344 5.08811 6.94943 threshold=52.833333969116218 93.166667938232436 3.0275251865386967 29.500000000000004 2534.7653808593755 1.8660253882408144 0.52650064229965221 1.4305019378662112 2.1736162900924687 3969.6345214843755 27.500000000000004 53.500000000000007 14.479971885681154 2.2986665964126591 2844.872192382813 0.99724516272544872 2655.3178710937505 0.033713703975081451 21727.567382812504 42.788888931274421 1.2603958249092104 0.64644607901573192 29.478786468505863 21.94690036773682 5.2531249523162851 16.512618064880375 15.938684463500978 -0.83333334326744068 6.0552382469177255 2.7974551916122441 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 6 8 5 -1 -2 -8 9 -4 11 15 13 -12 -11 21 -17 18 19 -18 -21 -6 23 25 -25 27 -27 28 29 -19 right_child=1 -3 3 -5 10 -7 7 -9 -10 14 12 -13 -14 -15 -16 16 17 22 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0012012665158517061 0.0024792362884595775 0.030489013165913896 0.030150959474713756 -0.013095441259861798 -0.025433511785540479 -0.025082174985221216 0.015468704611478498 -0.050040685608676486 0.029674975200411138 -0.0067578806750933345 0.0028732995736660788 -0.015512923646768425 -0.0073888820388193317 0.018015204544077741 0.017467048176267687 0.01196509670414383 -0.029897159458808779 -0.003336435591045453 0.0037002331252007003 -0.017107919975675089 0.0078029068503492668 -0.0044990124405944075 0.013415165904781309 0.0011914351717551164 -0.02957967362861259 0.025340758097291079 -0.00076302798811016877 7.9648355258936425e-05 0.0049577780195169631 -0.018383942972390866 leaf_weight=13.41678584367037 280.46275001391768 7.5609895773231974 7.212461773306134 7.1255657710134974 9.1332146972417814 12.065755270421503 5.1977325566112977 4.8915809243917465 14.243785955011843 11.0964930690825 43.69569356739521 17.096741080284119 15.750446002930401 24.640669830143452 10.308831287547944 22.47915655374527 13.027549818158148 87.427433546632528 21.986066743731499 18.125072926282883 14.283915072679518 31.932957485318184 16.029035769402981 10.700613692402841 12.562413755804299 13.970168340951206 14.858217678964136 1222.6174276918173 34.064006444066763 40.380610208958387 leaf_count=59 1546 502 49 85 58 51 100 51 173 73 196 81 73 135 74 94 54 546 93 76 59 179 74 48 67 68 69 6366 228 275 internal_value=4.8499e-05 0.00406031 0.00347351 0.0130416 -0.000768058 -0.0125087 0.00182741 -0.0162921 0.0173867 0.0112706 -0.000590478 -0.000904552 0.00538823 0.00833316 0.00490888 -0.000746836 -0.000522989 -0.000707671 -0.00751616 -0.0129436 -0.00612874 -0.0091549 -0.000391656 -0.000545709 -0.0154255 -0.00030079 0.0118868 -0.000554565 -0.00534477 -0.00809066 internal_weight=2058.34 348.1 340.539 49.9871 1710.24 25.4825 290.552 10.0893 42.8616 28.6178 1684.76 1600.67 84.0868 68.3364 21.4053 1583.58 1542.51 1520.03 67.4226 45.4365 32.409 41.0662 1452.61 1436.58 23.263 1413.32 28.8284 1384.49 161.872 127.808 internal_count=11602 2653 2151 454 8949 110 1697 151 369 196 8839 8435 404 331 147 8354 8117 8023 282 189 135 237 7741 7667 115 7552 137 7415 1049 821 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=5 5 2 12 1 1 0 2 28 24 13 14 12 25 10 18 20 18 22 24 8 25 25 11 23 15 15 10 12 18 split_gain=7.06803 5.86293 3.7262 3.78414 3.5287 3.31235 3.94393 8.68396 5.68671 10.2188 5.74293 5.04149 4.46079 5.28361 4.98623 4.9636 6.09921 4.9325 8.22633 4.83879 5.71115 4.88761 6.2875 4.78892 5.14909 4.23779 7.12549 5.90188 6.60255 7.32185 threshold=52.833333969116218 93.166667938232436 2534.7653808593755 1.8660253882408144 -5.4999999999999991 27.500000000000004 49.500000000000007 2665.3410644531255 0.10864420980215074 0.75443771481513988 1.0416666865348818 29.478786468505863 21.94690036773682 5.2531249523162851 19.591880798339847 2932.8295898437505 40239.332031250007 2156.130737304688 4772.7177734375009 0.033713703975081451 0.9554448425769807 1.2656250000000002 1.3751666545867922 -0.83333334326744068 1.2913333773612978 -1.1020833253860471 -0.28416149318218226 9.1494073867797869 0.85355338454246532 3188.101440429688 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 4 3 -1 -2 6 7 -4 -8 10 -10 12 14 -14 15 16 17 19 -19 20 -9 -21 -23 -24 -25 -17 -27 28 -28 -30 right_child=1 -3 5 -5 -6 -7 8 11 9 -11 -12 -13 13 -15 -16 25 -18 18 -20 21 -22 22 23 24 -26 26 27 -29 29 -31 leaf_value=-0.001165181308748884 0.020757205030796082 0.030474395542879135 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22.589813336730003 26.921836987137794 14.807714581489561 107.99717520922422 10.451612055301664 916.5637722723186 20.207230713218451 13.406003907322882 42.364876851439476 11.100386470556257 194.4757007136941 leaf_count=59 102 502 73 51 2049 404 79 70 85 59 76 77 46 68 60 56 49 89 119 92 111 60 759 43 4918 128 74 191 49 1004 internal_value=4.72443e-05 0.003949 -0.000745393 -0.0121297 0.00337621 -0.000573081 -0.000877824 -0.000563898 -0.00794407 -0.0026198 0.00565586 -0.00080687 -0.000988741 -0.0141155 -0.000784574 -0.000944633 -0.00181821 -0.0016208 -0.0114438 -0.00123144 -0.0109818 -0.000831371 -0.00112846 -0.000850762 -0.000154248 0.00255137 0.00184145 0.00316851 0.00515144 0.0064817 internal_weight=2056.87 347.297 1709.57 25.4901 339.956 1684.08 1600.13 1532.07 68.0639 49.4294 36.1303 1514.54 1498 22.9424 1475.06 1462.74 1170.31 1160.66 44.2523 1116.41 44.0018 1072.41 1049.82 1035.01 927.015 292.434 281.554 261.347 218.982 205.576 internal_count=11602 2653 8949 110 2151 8839 8435 8136 299 220 161 8063 7986 114 7872 7812 6310 6261 208 6053 181 5872 5780 5720 4961 1502 1446 1318 1127 1053 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=7 23 21 25 0 7 17 28 22 28 11 16 15 2 22 16 10 16 22 2 19 15 19 9 8 19 17 1 26 6 split_gain=6.66587 7.73668 6.10553 6.51706 6.87625 4.92875 4.6395 6.15578 4.62626 4.51005 4.09143 4.36047 5.33624 7.59064 7.27547 6.64036 6.28663 6.56361 5.70607 9.05469 6.30268 5.83807 5.77676 5.32627 6.42668 5.17796 6.12903 5.30409 5.08862 5.04762 threshold=56.541666030883796 14.07950019836426 3331.242553710938 1.2656250000000002 46.500000000000007 47.041666030883796 3268.6691894531255 1.2492437958717348 208.15783691406253 9.3236904144287127 41.250000000000007 5.0382845401763925 -0.0863354057073593 6029.8293457031259 3989.7866210937505 5.3217344284057626 1.1976472139358523 7.5000369548797616 24729.652343750004 3663.922973632813 26060.808593750004 11.708333492279055 76949.523437500015 15.342342376708986 7.499242067337037 22475.751953125004 19193.946289062504 15.500000000000002 7.4232096672058114 1.0773502588272097 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 8 3 5 -5 -1 7 -4 -2 -10 11 -8 13 -13 -15 -14 17 -17 21 -20 -21 25 29 -16 -25 26 27 -18 -26 -22 right_child=1 -3 6 4 -6 -7 10 -9 9 -11 -12 12 15 14 23 16 18 -19 19 20 22 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=0.0096678056397994025 0.016031950774407434 0.030803303638959487 0.024244774044023729 -0.0085307168703363939 -0.036206892607120129 -0.0075169712141116701 -0.0016367683061891283 0.0021178216925454626 0.003072863327425502 -0.020055844308202401 0.018643030263184618 0.031778668418963568 0.018705151253773294 -0.019807534596861513 0.024343302586175532 0.024777966150352732 -0.006017819884114161 0.0030904194621766109 -0.024656883281685138 0.021829031124861058 0.010383404145372758 0.017163450625284706 0.022565867986058405 -0.010423784677305235 0.02490784723197938 -0.010150654395959555 0.018372139798520221 0.01326764866500788 -0.0024678210608278721 -0.0045734084581979112 leaf_weight=21.692786619067192 24.265777718275785 9.8603817382827383 15.774244502186773 23.841528378427029 12.220882244408129 48.836846515536308 1093.7243074476719 40.035034343600273 193.83809695206583 7.8970248363912097 10.06890721619129 11.188671827316282 17.262593526393175 9.1274155527353269 15.072276923805473 15.918973818421362 98.904163025319576 59.508296921849251 9.735260531306265 17.949530094861984 29.64755541831255 10.727245055139063 11.612039931118487 17.395909979939461 14.431714046746494 112.22046471573412 12.812781400978563 14.748884707689284 10.59915830567479 64.458232644945383 leaf_count=88 203 566 71 103 53 204 6023 174 1266 60 52 50 83 72 101 65 446 264 41 87 133 75 58 100 73 567 57 72 66 329 internal_value=4.58314e-05 0.00479102 -0.000569281 -0.00753573 -0.0179097 -0.00223145 -0.000135772 0.00837191 0.00365611 0.00216748 -0.000422298 -0.000538851 0.00163135 0.00891412 0.00507444 0.000439549 -0.000248539 0.00766759 -0.00180827 0.00319982 0.00539274 -0.00448693 0.00260206 0.00902422 0.00358205 -0.00545996 -0.00129763 -0.00351512 0.0133158 0.00013866 internal_weight=2055.38 235.861 1819.52 106.592 36.0624 70.5296 1712.92 55.8093 226.001 201.735 1657.11 1647.05 553.321 77.8151 66.6265 475.506 458.243 75.4273 382.816 133.403 123.667 249.414 105.718 57.4991 42.4268 238.686 126.466 113.653 25.0309 94.1058 internal_count=11602 2095 9507 448 156 292 9059 245 1529 1326 8814 8762 2739 462 412 2277 2194 329 1865 648 607 1217 520 340 239 1142 575 518 139 462 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=0 12 23 12 8 12 12 17 15 5 27 16 14 28 28 8 2 14 23 19 16 14 8 26 18 23 24 3 2 20 split_gain=6.82071 11.2539 4.01467 4.16873 7.38503 3.79567 8.57068 3.94997 6.44662 5.43073 5.32063 3.74781 3.60516 5.20119 5.16532 7.19996 5.22017 5.32501 4.87974 6.35173 5.04443 4.63049 4.4804 7.02242 4.31678 4.19608 4.38101 4.16997 6.59274 6.47897 threshold=88.500000000000014 54.532035827636726 4.0137498378753671 37.488883972167976 25.11639499664307 21.373656272888187 16.81759071350098 12284.519042968752 0.25290697813034063 17.833333015441898 3.7627022266387944 20.775485038757328 1.3450202941894533 0.62448239326477062 0.098027039319276824 1.7546440958976748 3502.910522460938 1.0313264131546023 3.4141666889190678 33395.417968750007 9.8593182563781756 1.1360368728637698 1.6151115298271181 0.088788088411092772 1514.0806884765627 3.6205000877380376 0.43722711503505712 1.4100000262260439 2534.7653808593755 271.55754089355474 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 12 4 5 6 7 8 9 -4 -9 -7 13 14 -1 16 -16 -18 22 25 24 -15 -14 -24 -21 -20 -27 28 -25 -30 right_child=1 -3 3 -5 -6 11 -8 10 -10 -11 -12 -13 18 21 15 -17 17 -19 19 20 -22 -23 23 27 -26 26 -28 -29 29 -31 leaf_value=0.00061527954885814658 0.026451238537222088 -0.025950878798088668 -0.015449185434352204 0.01184107662207445 -0.029638432199826453 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22.596275582909584 14.660723030567167 11.98772671073675 10.553401976823809 13.063481926918028 399.62665250897408 11.406324744224547 171.58858210593462 leaf_count=382 824 36 54 106 45 90 82 100 146 77 4840 57 716 85 39 60 86 214 85 152 61 90 96 61 54 57 63 1896 52 761 internal_value=0.000210289 0.0162619 2.13896e-05 -0.00144395 -0.00175292 -0.00148609 -0.00112961 -0.00153425 -0.00966302 0.00203173 -0.00101443 -0.0123163 0.00125368 -0.00227509 -0.00451359 -0.00979629 -0.0136188 -0.0105085 0.00209963 0.00841441 0.00193709 0.00767428 0.00130638 0.000153957 0.00682708 0.0174344 0.00921494 0.000775027 0.0043393 0.00589011 internal_weight=2024.52 23.5481 2000.98 914.054 893.279 884.812 856.616 841.318 50.567 23.0689 790.751 28.1962 1086.92 210.181 171.578 84.5215 70.9913 61.9372 876.741 97.8434 56.9485 38.6031 778.898 619.879 43.8083 40.895 23.6169 597.282 197.656 182.995 internal_count=11467 860 10607 5597 5491 5446 5299 5217 277 131 4940 147 5010 956 781 399 339 300 4054 472 267 175 3582 2866 206 205 120 2770 874 813 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=0 12 2 1 17 23 5 7 15 15 7 26 11 25 5 6 9 25 22 11 28 25 15 25 7 28 9 28 9 2 split_gain=6.5355 10.7785 3.90308 6.44489 6.25233 9.25285 6.47988 5.77841 5.442 5.44373 4.82427 4.71514 4.19532 4.33169 5.67877 5.69116 4.43299 5.4122 6.1791 6.41999 6.60774 6.79227 4.76858 4.54111 5.67006 6.26548 7.48024 4.14344 3.66817 5.19656 threshold=88.500000000000014 54.532035827636726 71242.054687500015 5.5000000000000009 65486.146484375007 25.123749732971195 4.4166667461395273 7.0416667461395273 2.6770833730697636 1.5465368032455447 6.7638888359069833 6.1308846473693857 -22.666666984558102 1.8410416245460512 34.166666030883796 0.64222851395607006 2.8775000572204594 20.565291404724125 27947.128906250004 -2.1666666269302364 6.0207359790802011 15.497250080108644 1.2970588207244875 5.7659997940063485 27.690475463867191 1.7815860509872439 24.083916664123539 1.4426383376121523 10.814144611358644 61751.447265625007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 8 5 6 -1 -6 9 12 -11 27 -4 -14 16 -16 -15 18 19 -18 23 -22 -19 24 25 26 -21 -9 -8 -30 right_child=1 -3 3 -5 7 -7 28 11 -10 10 -12 -13 13 14 15 -17 17 22 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.020072843695999789 0.026304300657005959 -0.024808668245426147 0.017404075013291491 -0.014621791212260803 0.029372923925056596 -0.019862856766095068 -0.0048382657046765823 0.0023075706043783331 0.011513834740920496 -0.0042273989499199251 -0.032366860189907469 -0.0073415515198917885 -0.018683178511688544 0.0012169367715250178 -0.0095065270863810003 0.019832270122172133 -0.020898585704633585 -0.012714420973605962 0.017413004446159775 -0.0086128587412251378 -0.00076654829554912557 0.036876250669283281 0.015981110725811907 -0.01115955234290387 -0.01092791782676226 0.029378469877065636 0.020987820018148376 0.023735386997888661 0.0012268676711612496 -0.015568301528036952 leaf_weight=15.445114761590956 18.509902125224475 4.6449043340980998 10.562780547887085 34.483225159347057 11.570789754390715 19.883661970496178 105.48353969305754 17.250960864126682 28.497299309819937 12.629559114575388 9.6906514316797239 16.360687144100666 13.161445707082747 201.74410333484411 8.2932599820196646 21.065342744812369 16.624765481799841 80.37555069476366 14.14878675714135 22.25144387036562 9.6426767148077506 7.8069825544953337 5.5733904242515555 44.790705557912588 22.700211651623249 9.3163766115903837 11.735799513757227 15.347056187689303 1196.8091232180595 16.813118938356638 leaf_count=74 824 36 45 206 57 115 581 75 141 71 54 79 62 1254 51 186 141 784 86 132 79 76 35 364 108 50 59 69 5498 75 internal_value=0.000204159 0.0160509 2.07004e-05 -0.00204023 0.000872905 0.000451331 0.000753995 0.0103062 -0.00125228 -0.00194907 -0.0164446 0.00580006 -0.00130171 -0.00170558 -0.00123622 0.0115446 -0.0020762 -0.00478828 -0.00150995 -0.00335809 -0.00108425 0.0160749 -0.0108536 -0.00378673 0.00121652 0.00758277 0.00160826 0.0123957 0.000527795 0.000994193 internal_weight=2023.21 23.1548 2000.06 585.094 1414.96 1354.43 1334.55 60.5295 550.611 522.114 22.3202 48.9587 499.794 489.231 476.069 29.3586 446.711 244.967 159.018 144.869 128.244 17.4497 85.9489 110.795 66.0038 43.3036 33.9872 32.598 1319.11 1213.62 internal_count=11467 860 10607 3984 6623 6343 6228 280 3778 3637 125 223 3512 3467 3405 237 3168 1914 1095 1009 868 155 819 713 349 241 191 144 6154 5573 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=0 12 20 8 25 24 15 8 1 15 15 7 8 16 11 8 8 17 10 24 15 10 9 7 22 10 25 13 26 18 split_gain=6.26138 10.3294 3.78612 5.28884 5.33036 10.3044 7.16239 3.94915 3.92839 4.5676 6.80777 4.02351 5.77044 4.9508 4.02192 6.17655 4.00465 3.88015 4.38283 3.59084 3.16523 7.29191 6.2786 3.09702 2.88392 4.11786 5.10844 4.26955 3.77493 4.70401 threshold=88.500000000000014 54.532035827636726 147.95204925537112 0.83575356006622326 1.4179832935333254 0.29263226687908178 0.28165064752101904 1.2758111357688906 1.0000000180025095e-35 0.040833333507180221 0.20227272808551791 3.2613636255264287 1.3795427680015566 5.7485544681549081 1.1666666865348818 2.8411204814910893 1.86271208524704 3268.6691894531255 1.0477074980735781 9.4163069725036639 0.021286232396960262 0.67523455619812023 1.6711711287498476 19.683333396911625 2385.787963867188 8.8127264976501483 2.125750064849854 -0.64583334326744068 0.09723310545086862 3477.3081054687505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 17 7 6 -6 -5 9 23 -11 12 -10 14 15 16 -13 -1 20 -16 -19 22 -22 -7 25 27 -27 -4 29 -26 right_child=1 -3 24 4 5 8 -8 -9 11 10 -12 13 -14 -15 19 -17 -18 18 -20 -21 21 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=0.013215967053705365 0.026155735000042014 -0.023736001664116164 -0.015892574637677463 -0.0088059550340809818 0.00083104498601454092 -0.027139740521242978 0.033970164421445403 -0.031021617987391094 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21.772192887961864 12.328681766986845 372.91064175963402 1229.1237729266286 19.568232879042625 leaf_count=96 824 36 62 71 88 365 49 51 60 83 126 130 56 88 57 67 63 296 96 58 59 106 53 39 213 115 65 1740 6168 87 internal_value=0.000197969 0.0158403 1.97604e-05 -0.00320743 -0.00648258 -0.00407487 0.0134637 -0.0180594 -0.00778615 -0.0141173 -0.00479642 -0.00303733 0.0117345 -0.00668555 -0.0111714 -0.00426041 -0.0117576 0.00196176 -0.00088376 -0.0232567 0.00206838 0.00807077 -0.00521748 -0.022868 0.000548021 0.00271259 0.0127042 0.00182707 -0.000150097 -0.00694593 internal_weight=2021.55 22.7715 1998.77 281.157 172.11 142.478 24.8837 29.6322 117.594 50.4 24.4048 67.1942 13.3082 53.8859 43.3392 27.5721 21.5611 109.047 87.0399 15.767 73.0013 37.9567 18.7787 25.9952 1717.62 418.872 34.1009 384.772 1298.74 69.6207 internal_count=11467 860 10607 2157 1451 1329 137 122 1192 613 209 579 116 463 375 260 193 706 610 115 514 218 112 404 8450 1982 180 1802 6468 300 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=0 12 28 10 7 24 24 25 14 3 15 19 27 28 12 16 15 15 13 24 17 15 12 7 14 16 17 19 17 16 split_gain=5.99771 9.90427 3.66414 5.3931 6.9136 7.13594 8.26995 7.1296 6.35903 5.96392 9.79992 6.65272 5.45588 5.21073 6.03563 10.5048 7.04651 5.00281 4.94984 7.22252 4.88137 6.03812 4.4908 4.44861 4.41252 6.17614 5.5979 6.64776 6.51084 5.51995 threshold=88.500000000000014 54.532035827636726 10.925374031066896 7.1355137825012216 20.408332824707035 0.38937573134899145 1.2186030149459841 5.3359332084655771 21.340227127075199 1.2994999885559084 0.28165064752101904 4981.2805175781259 1.7053124904632571 15.652918815612795 1.2844570279121401 11.058898925781252 0.035098522901535041 0.82732918858528148 1.0416666865348818 0.043404962867498405 17147.875000000004 -0.051956815645098679 1.0000000180025095e-35 35.958333969116218 1.3450202941894533 1.3507517576217654 57078.964843750007 43844.300781250007 68476.457031250015 1.9015554785728457 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 24 5 -5 -7 9 -9 10 -6 -11 -13 14 16 -16 -4 -8 19 -12 21 -14 -18 -23 26 -26 27 29 -28 -1 right_child=1 -3 13 4 7 6 17 8 -10 11 18 12 20 -15 15 -17 22 -19 -20 -21 -22 23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.00016678057366875603 0.026005494401401635 -0.022726806673496667 0.021479681383971865 0.036844681939578093 -0.014437550757562385 -0.016334659463421827 0.026012409531995219 -0.025871235695636614 0.0064492989501482136 0.01069072229193949 0.023007533407842239 -0.021389631938313652 0.014442969724907344 -0.00061975721092037456 -0.029081121978223903 0.0003948797918811724 0.0056540586673109981 0.0019344356931821926 0.02351004186148763 -0.0098050061893628412 0.0054735897166536887 -0.0020450323583091012 -0.015637717871578652 -0.020070220737170928 0.021729122240804085 0.00039645715548345929 -0.037266806804058791 0.017584605099583102 -0.0079590024050294975 -0.012023066458630872 leaf_weight=149.1165257692337 17.629249078221623 4.7687805704772463 9.646424036473034 10.079046607017515 11.284461632370947 9.2273467853665334 18.517742168158296 14.503469791263344 8.8046352788805944 45.138936690986156 11.48089422285557 12.653112083673475 10.068577736616133 272.59953517280519 26.058267725631595 18.683830130845308 14.677630737423895 13.376412346959112 33.914560243487358 12.733594655990599 58.692997939884663 24.661688148975372 22.709680110216141 24.629322648048401 12.359893776476381 1037.0893265418708 8.023823142051695 15.256643719971178 45.54729101061821 46.318803042173386 leaf_count=714 824 36 60 45 52 51 117 87 50 225 49 63 48 1831 199 95 91 58 152 57 330 109 136 135 63 5142 38 75 322 213 internal_value=0.00019196 0.0156299 1.88853e-05 0.000625682 0.00411964 0.0142225 0.00867773 0.00219358 -0.0136622 0.00370043 0.0111463 0.000761207 -0.00266793 -0.00270136 -0.00888429 -0.0167723 -0.00138065 0.0159141 0.0161129 0.00575251 -0.000661301 -0.0067273 -0.00727892 -0.0110517 -0.000224771 0.000647703 -0.00368956 -0.00148787 -0.0123487 -0.00297676 internal_weight=2020.25 22.398 1997.85 1633.48 319.767 51.2005 41.1215 268.566 23.3081 245.258 69.4135 175.845 130.706 364.375 91.7758 44.7421 47.0337 31.8942 58.129 24.2145 118.053 59.3596 37.3873 49.291 1313.71 1049.45 264.263 210.692 53.5711 195.435 internal_count=11467 860 10607 8195 1628 271 226 1357 137 1220 310 910 685 2412 581 294 287 175 258 106 622 292 227 244 6567 5205 1362 1002 360 927 is_linear=0 shrinkage=0.03 Tree=139 num_leaves=31 num_cat=0 split_feature=7 12 10 8 27 22 20 13 21 23 22 18 7 23 10 28 19 6 12 16 10 16 26 1 24 24 22 21 2 6 split_gain=4.32127 6.42924 3.94617 6.67375 4.4195 4.3709 8.32826 4.94337 5.35024 5.62047 7.51854 6.33361 4.38341 4.31167 4.23715 3.83633 9.70876 4.27489 5.95438 4.43057 6.42411 5.83987 5.62569 3.96837 3.75705 6.26655 4.43007 5.44505 4.91076 6.99556 threshold=88.041667938232436 62.394933700561531 7.8254957199096689 7.6107146739959726 38.262538909912116 19564.818359375004 18165.799804687504 -0.85416665673255909 40510.861328125007 15.792999744415285 28872.076171875004 4429.0444335937509 17.041666984558109 50.926000595092781 6.0459485054016122 6.6830549240112314 39203.068359375007 2.2153606414794926 2.4130063056945805 2.2004237174987797 0.70824542641639721 1.041577994823456 24.611401557922367 4.5000000000000009 0.031176926568150524 0.041246416047215469 1186.9716796875002 95723.714843750015 32552.096679687504 1.4708693623542788 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 24 6 15 -7 -9 10 11 12 -10 -11 -5 -1 -17 18 19 20 -18 -22 -21 -19 -4 -26 -27 28 29 -28 right_child=1 -3 4 14 -6 7 -8 8 9 13 -12 -13 -14 -15 -16 16 17 23 -20 22 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.00034587050491471585 0.025117244582312549 -0.056755013196185276 0.013730573634572822 -0.03205471551516996 -0.01061396186338506 0.014995193354533838 0.022188166178824274 -0.026260566849982406 -0.027909725476748116 -0.027001068364062072 0.021639666015050889 0.013029442329877499 -0.0013212762257173531 0.0024267233959888493 -0.0074355533727298749 -0.031813681939256766 0.0031696198584636914 0.0221661564148663 -0.024979552179976484 -0.0030034506115008928 0.0028870928280755699 -0.019042168543945585 0.032654697509181638 -0.0054557152180293418 -0.014924231322616709 0.016717644474016358 0.0072254703501530917 -0.018926353512590845 0.009036193334129734 -0.0026904225793215573 leaf_weight=1254.0037397556007 10.629661205224689 0.93953431770205575 28.306805744767189 8.8051419258117694 22.019857131876051 8.3988435268402082 15.106778383255003 13.694832377135752 12.099815867841246 15.028924230486156 11.273014254868029 10.026563562452791 10.357191558927296 6.3845886364579192 22.041599124670029 11.002774611115454 46.274103529751301 11.170397169888021 11.69956863299012 9.498979255557062 15.826285276561974 35.323181699961424 6.8560837842524043 8.0578644163906556 17.909178897738457 20.733993037603796 102.84010408632457 10.405001615174113 92.969232614152133 169.68669609166682 leaf_count=6153 628 7 124 48 149 51 87 96 72 111 65 52 55 63 124 65 335 114 101 94 112 371 69 57 77 174 488 81 630 814 internal_value=0.000186235 0.0184684 8.08908e-05 -0.000649141 0.0025039 -0.000367335 3.18329e-05 -0.00688485 -0.00921499 -0.00563304 0.00053015 -0.00679564 -0.0156471 -0.018227 -0.014463 -0.000205599 -0.00464686 -0.00258122 -0.00459971 -0.0025041 -0.00492968 -0.012257 0.0119445 0.0105908 0.00315616 0.0024341 0.00321788 0.00247325 0.00308246 0.00105142 internal_weight=2019.37 11.5692 2007.8 1542.93 464.871 1512.08 1424.82 87.2638 78.8649 65.1701 43.7566 32.4836 22.457 21.4135 30.8467 1409.71 155.709 144.706 125.478 113.779 97.4236 51.1495 16.3551 19.2283 442.851 414.544 396.635 375.901 365.496 272.527 internal_count=11467 635 10832 8295 2537 8123 7558 565 514 418 244 179 127 174 172 7471 1318 1253 1082 981 818 483 163 171 2388 2264 2187 2013 1932 1302 is_linear=0 shrinkage=0.03 Tree=140 num_leaves=31 num_cat=0 split_feature=0 9 15 14 6 15 15 26 26 8 13 28 8 18 28 16 2 10 6 1 24 26 18 16 28 20 15 2 27 28 split_gain=4.45578 9.3271 3.03825 11.3723 7.46386 7.31289 7.14789 6.32888 4.6774 5.98768 5.32416 4.46216 5.23618 3.8688 5.16701 6.74639 5.58344 5.24392 4.56619 3.72373 4.85146 3.35991 3.28034 3.12211 5.58146 5.8099 5.37334 5.15848 5.14995 4.5164 threshold=94.500000000000014 36.677083969116218 -0.026671408675611016 6.5460517406463632 5.3995366096496591 -0.092329546809196458 -1.0000000180025095e-35 10.102287769317629 13.433559894561769 14.833500385284426 -2.3095238208770748 5.7040348052978525 2.0013879537582402 7046.3393554687509 0.086995374411344542 1.5279913544654848 4518.8273925781259 1.7090570926666262 1.4708693623542788 -2.4999999999999996 1.031576991081238 0.83419102430343639 219.96234130859378 10.539668560028078 20.968221664428714 35033.927734375007 0.54653680324554454 4736.3176269531259 15.667208194732668 16.28797817230225 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 7 8 -4 11 9 19 -10 13 -13 14 -1 22 -17 -18 -19 -5 -21 -20 -16 -8 25 29 -26 -28 -29 -25 right_child=1 -3 6 5 -6 -7 23 -9 10 -11 -12 12 -14 -15 15 16 17 18 21 20 -22 -23 -24 24 26 -27 27 28 -30 -31 leaf_value=0.0084034779650850287 -0.040263349204288541 0.031311376390380674 0.0200437628014975 0.0064338418828191928 -0.033923538407295076 -0.017932150104028658 0.0011228004401146999 -0.02032227674261922 -0.023050320556208509 -0.0013317588724598168 0.01197549986621395 -0.0053852003350816323 0.027962290775713078 -0.01781158545157141 -0.0048905913546321619 -0.017346887296782285 0.019002614224539496 0.00066009536931867121 -0.0050255553848872498 0.018518797128080671 0.045462678552285161 -0.027689019591674816 -0.03017736172089247 -0.0035597937178857824 0.025308654332395812 -0.018577371505680996 -0.016124495587398768 0.024931930148839241 -0.00039222450471832474 0.017117336857735959 leaf_weight=30.319230049848557 1.9809300564229477 9.4815327674150449 17.023034390062094 9.2149639725685066 7.9626756180077782 8.5465931035578233 1363.0109829623252 20.714803863316774 6.5958842672407654 12.619604945182799 9.5771107226610166 8.2255227006971854 8.7409668844193202 17.248782075941563 7.1196191525086787 20.584638208150864 11.296525422483681 92.703479547984898 15.139230765402319 15.960633844137197 9.6513325814157707 9.633622754365204 13.135988421738146 221.56203684490174 10.894602485001085 22.697242436930537 10.903269737958906 10.587189543992279 22.773561336100101 9.9334884174168092 leaf_count=132 10 529 97 56 58 44 7057 290 47 63 74 77 74 88 65 92 70 564 77 95 63 87 76 1162 73 114 47 56 118 49 internal_value=0.000290227 0.0189419 0.000184617 -0.00242535 -0.00532177 0.00812325 0.000702151 -0.00442816 0.0116235 0.0163727 -0.00230919 -0.00302202 0.0117951 -0.00417956 -0.00300348 -0.00504253 -0.00283917 -0.000520078 -0.00239738 0.022788 0.028672 -0.0138389 -0.0212893 0.000505272 -0.00221557 -0.0040927 0.00643498 0.00178965 0.00764451 -0.00267254 internal_weight=2035.84 11.4625 2024.38 334.991 262.825 72.1661 1689.39 254.862 63.6195 47.4465 16.173 234.148 16.9665 217.181 199.932 169.613 149.357 128.773 117.476 34.8269 25.612 24.7729 20.2556 1672.36 309.351 254.193 55.1586 44.264 33.3608 231.496 internal_count=11504 539 10965 2192 1750 442 8773 1692 398 277 121 1402 151 1251 1163 1031 890 798 728 214 158 164 141 8676 1619 1325 294 221 174 1211 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=0 9 15 14 6 22 15 15 22 14 27 26 8 13 1 11 18 26 18 28 15 20 26 0 5 27 2 14 26 3 split_gain=4.29478 8.93579 2.86487 10.7142 7.12816 7.39628 6.87836 6.69608 4.84328 4.9386 4.41845 4.39193 5.61904 5.03587 3.48811 4.4844 3.43041 6.19243 4.25047 4.78943 4.96152 4.38969 3.53065 3.4938 4.66317 3.46045 5.43843 3.18504 4.5782 7.9765 threshold=94.500000000000014 36.677083969116218 -0.026671408675611016 6.5460517406463632 5.3995366096496591 1.0000000180025095e-35 -0.092329546809196458 -1.0000000180025095e-35 135.84840393066409 1.0313264131546023 8.6047143936157244 13.433559894561769 14.833500385284426 -2.3095238208770748 -2.4999999999999996 1.0000000180025095e-35 7046.3393554687509 0.18351120501756671 4429.0444335937509 4.879880666732789 -0.19756097346544263 10181.901855468752 12.210533142089846 64.500000000000014 49.833333969116218 1.360822916030884 4350.7250976562509 1.1905755996704104 0.83419102430343639 3.653500080108643 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 10 11 -4 -7 -10 -1 12 14 -13 -5 -16 18 -18 19 21 -21 23 -19 24 25 -11 -27 -28 29 -29 right_child=1 -3 7 6 -6 8 -8 -9 9 16 -12 13 -14 -15 15 -17 17 22 -20 20 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.0011789341904823306 -0.038697486978945123 0.031275521449826427 0.019363296257911961 0.0062386245376671529 -0.033293942781933011 0.017134046109256475 -0.017406068477913431 0.00048997888760028512 -0.022792716274767616 0.012241637461801735 -0.028810997740718398 -0.022563039955339918 -0.0012916270437090635 0.011557262594543649 0.041701805860820243 0.016479008610746363 -0.034784576790004053 0.0063912688214024333 0.019093587385347631 0.034881181649635787 -0.004567434735888617 -0.02357880969050298 -0.020815519012041615 0.015148307024027721 -0.019743849253762137 -0.02575885063678892 -0.016472169460432735 -0.0017158362421700961 -0.0041205804667400038 0.030760967973268136 leaf_weight=6.0499625429511097 1.9989698752760876 9.2117007207125408 17.091553524136543 9.2181672975420899 7.8712499421089879 10.561392374336718 8.540845435112713 1672.8122181622311 11.511319193989037 14.307778820395468 16.425285848788917 6.5370820276439217 12.621330820024012 9.6252309642732126 11.471559699624782 14.19278511404991 7.9788594245910671 12.131866648793222 8.8870536312460882 6.1601264253258705 5.3714832551777345 9.2440354153513891 6.6436627283692351 9.6853607259690744 14.268246687948702 9.0248458981513959 11.410562217235563 18.637238472700123 65.247127309441566 10.721833966672419 leaf_count=61 10 529 97 56 58 53 44 8676 63 58 287 47 63 74 68 90 37 71 44 60 46 50 68 108 64 40 67 84 375 56 internal_value=0.000281408 0.0187987 0.000178856 -0.00235846 -0.00517702 -0.00430661 0.00787398 0.000680862 -0.00271336 -0.00366086 -0.0207382 0.0112653 0.0158613 -0.00224319 0.0220677 0.0277532 -0.00261073 -0.0126444 -0.00114354 -0.00217668 0.0165058 -0.00350208 -0.00323577 -0.00229147 -0.00346758 -0.00167219 -0.00340265 -0.00149955 0.000306317 0.0101446 internal_weight=2035.46 11.2107 2024.25 334.346 262.139 254.268 72.207 1689.9 231.793 221.231 22.4752 63.6662 47.5038 16.1623 34.8825 25.6643 209.72 26.7544 182.966 174.079 11.5316 162.547 18.7755 153.303 143.618 129.349 115.042 106.017 94.6062 29.3591 internal_count=11504 539 10965 2192 1750 1692 442 8773 1344 1291 348 398 277 121 214 158 1228 176 1052 1008 106 902 139 852 744 680 622 582 515 140 is_linear=0 shrinkage=0.03 Tree=142 num_leaves=31 num_cat=0 split_feature=0 9 15 14 6 15 15 26 2 8 27 17 28 8 11 20 0 5 14 6 8 27 10 28 13 2 2 17 2 0 split_gain=4.13942 8.56784 2.70283 10.099 6.8061 6.47158 6.27431 5.91975 4.30482 5.24948 5.33847 4.34705 4.14154 4.78124 3.86588 3.37615 3.67395 3.62607 3.15594 9.46018 5.2103 4.54479 3.6328 3.24855 3.75616 5.24656 2.89112 7.68023 7.56646 5.33694 threshold=94.500000000000014 36.677083969116218 -0.026671408675611016 6.5460517406463632 5.3995366096496591 -0.092329546809196458 -1.0000000180025095e-35 10.102287769317629 5460.1745605468759 13.789680957794191 12.123666286468508 26569.942382812504 5.7040348052978525 2.0013879537582402 -1.0000000180025095e-35 11730.299316406252 64.500000000000014 56.833333969116218 2.3761218786239628 0.85355338454246532 1.3373047113418581 3.7103921175003056 0.65385767817497265 0.30943784117698675 -0.85416665673255909 45753.685546875007 71242.054687500015 72588.121093750015 55407.808593750007 80.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 7 8 -4 12 -5 10 11 -10 15 -14 -13 16 17 18 20 -20 22 -22 -1 -21 25 -25 28 -28 -8 -29 right_child=1 -3 6 5 -6 -7 26 -9 9 -11 -12 14 13 -15 -16 -17 -18 -19 19 23 21 -23 -24 24 -26 -27 27 29 -30 -31 leaf_value=-0.018647495343220674 -0.037227523765731664 0.031240579939844151 0.018710273473476518 0.026896290311279252 -0.032675337946412177 -0.016896501340632163 0.00049308607122131964 -0.019814060583126823 0.0081175925467052244 -0.0059187097328991583 -0.0050636086592977933 0.048403460039505596 -0.0051361999620935135 0.026686949209478204 0.015093077376590568 -0.016490025528816697 0.012857863319012921 -0.021724213939328604 0.029899344019426167 0.013433251450733897 -0.0093102523553567421 -0.033943958265048493 0.0028356937162868413 -0.014420912736957848 -0.017293183684550822 0.0048008981523292478 -0.019929859517438173 -0.00017518960447317886 0.0087767108007664515 -0.020392273635246243 leaf_weight=8.6443830057978612 2.0153066813945761 8.9493013853207213 17.156427301466465 12.260892622172831 7.781036900356411 8.5345642492175084 1115.4697901215404 20.096681881695986 11.307563561946155 18.051394332200289 9.3544822148978692 7.0966159403324074 8.1761343739926833 8.846665087155996 5.6180304866284168 17.781189695000648 12.561381954699753 9.7400978952646238 9.0702686645090562 10.409687221050261 22.650843694806099 9.5962868370115739 39.248452588915825 18.308255650103092 16.128106217831373 42.323589608073235 19.640694748610258 416.78061143122613 108.93342327699065 12.092595394700764 leaf_count=50 10 529 97 59 58 44 5256 290 52 94 77 60 77 74 56 97 142 45 46 44 104 83 213 88 98 241 134 2589 492 205 internal_value=0.000272868 0.0186561 0.000173264 -0.00229454 -0.00503847 0.00763524 0.000660358 -0.00419045 0.0109226 0.00711432 0.0141631 0.0216501 -0.00284569 0.0114021 0.0336851 -0.00396615 -0.00284531 -0.00390513 -0.00292112 0.000740797 -0.0073187 -0.0166409 -0.0010419 -0.00229324 -0.00442596 -0.00100328 0.000475249 -0.00158534 0.00123007 -0.000745235 internal_weight=2034.62 10.9646 2023.66 333.587 261.363 72.2235 1690.07 253.582 63.689 51.4281 33.3767 24.0222 233.485 17.0228 12.7146 216.463 198.681 186.12 176.38 96.2399 80.14 32.2471 47.8928 87.1696 76.76 60.6318 1672.92 448.514 1224.4 428.873 internal_count=11504 539 10965 2192 1750 442 8773 1692 398 339 245 168 1402 151 116 1251 1154 1012 967 517 450 187 263 471 427 329 8676 2928 5748 2794 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=0 9 15 14 6 22 15 15 22 16 2 8 26 17 8 18 19 17 18 28 10 18 12 16 21 14 21 9 2 23 split_gain=3.98946 8.22118 2.54976 9.52138 6.49803 7.05545 6.09109 5.88047 4.5305 7.09791 4.09613 4.95288 3.60243 3.88877 3.36391 3.20829 4.97644 4.65913 3.88575 4.54944 4.21851 4.50068 3.40434 3.33693 4.19925 4.86954 2.98032 4.50167 3.49319 3.42868 threshold=94.500000000000014 36.677083969116218 -0.026671408675611016 6.5460517406463632 5.3995366096496591 1.0000000180025095e-35 -0.092329546809196458 -1.0000000180025095e-35 135.84840393066409 1.0460556745529177 5460.1745605468759 14.833500385284426 13.433559894561769 12284.519042968752 7.6107146739959726 7046.3393554687509 43239.683593750007 65486.146484375007 4429.0444335937509 4.7978205680847177 3.5917716026306157 1778.366149902344 1.4708693623542788 3.1058686971664433 17512.693359375004 3.0220135450363164 4516.5097656250009 23.877976417541507 62590.271484375007 2.744500041007996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 -1 10 -4 -7 -10 -5 12 13 -12 -15 18 -17 -18 19 20 21 26 -21 -22 -25 -26 -11 28 -28 -29 right_child=1 -3 7 6 -6 8 -8 -9 9 15 11 -13 -14 14 -16 16 17 -19 -20 22 23 -23 -24 24 25 -27 27 29 -30 -31 leaf_value=-0.020359798924636567 -0.035843948805824526 0.031206532156892786 0.018083204064730966 0.026227425587141702 -0.03206716314964847 0.016651986315828021 -0.016402792221402649 0.00046097045465900483 -0.029811918971147718 -0.0092395587802215819 0.0001324740580318608 -0.0074951468877324859 -0.0022624333241991301 0.010589315925185184 0.036387055035699674 -0.02756803185435782 0.016626657654311171 -0.016361762765923119 0.018375163936634738 0.027888928020550503 -0.025586443177729078 -0.018004586164272141 -0.0019730375996701911 -0.018691823451022532 0.020583549426786779 -0.011226231730616777 -0.013122848689253725 0.0063961589584335173 0.0034292541252838506 0.027558354896670519 leaf_weight=21.879407319240272 2.0300720669329158 8.6941424049437028 17.217861259356141 12.197339706122873 7.6921095103025428 10.568703051656483 8.5278058908879739 1673.0612207278609 8.827593155205248 19.227265484631062 7.2582463771104839 15.183392368257044 10.146642811596392 7.6314849816262749 11.262717248871921 10.985637225210668 7.1393730901181689 8.3713934421539289 8.9062489271163923 7.6846650242805463 11.115127831697462 11.857968710362909 6.2144054472446442 14.016357488930227 7.9991970919072655 9.4455474875867349 16.431676790118217 24.577992498874664 38.041959993541241 9.5747559405863267 leaf_count=348 10 529 97 59 58 53 44 8676 53 86 34 77 89 59 80 63 52 61 44 56 65 62 61 64 48 59 87 109 219 102 internal_value=0.000264657 0.018514 0.000167917 -0.00223245 -0.00490387 -0.00407757 0.00740722 0.000640478 -0.00253529 -0.00345529 0.0105958 0.00689231 0.0129104 0.0187971 0.0259672 -0.00235569 -0.0121194 -0.00117769 -0.000958 -0.00193529 -0.00334608 -0.000461566 0.0145374 -0.0114565 -0.00646441 0.00335998 0.0014672 0.00379 -0.0015636 0.012329 internal_weight=2033.77 10.7242 2023.04 332.765 260.557 252.865 72.2076 1690.28 230.986 220.417 63.6798 51.4825 36.2991 26.1524 18.8942 211.59 26.4964 15.5108 185.093 176.187 162.288 119.712 13.8991 42.5762 31.4611 17.4447 107.854 88.6264 54.4736 34.1527 internal_count=11504 539 10965 2192 1750 1692 442 8773 1344 1291 398 339 262 173 139 1238 176 113 1062 1018 901 665 117 236 171 107 603 517 306 211 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=0 9 11 1 27 11 12 10 26 13 1 1 8 28 0 16 14 13 28 2 9 12 12 10 8 15 15 5 23 25 split_gain=3.84473 7.894 2.54683 6.21577 11.8193 5.25505 5.43234 8.87503 7.03518 6.61959 7.54069 3.83825 5.49926 4.67057 4.45242 3.00264 6.60357 7.69858 8.92233 7.57841 7.89663 6.1873 6.36959 10.9953 6.72214 5.56138 8.03301 12.1451 5.69371 5.82937 threshold=94.500000000000014 36.677083969116218 -8.1666665077209455 -33.499999999999993 5.0526392459869394 -0.83333334326744068 5.816483974456788 12.059032440185549 13.669389724731447 -1.4722222089767454 1.0000000180025095e-35 -1.4999999999999998 1.8819313645362856 0.25524233281612402 43.500000000000007 10.539668560028078 5.4338304996490487 3.0416666269302373 0.35684084892272955 32205.426757812504 37.510416030883796 7.0118846893310556 4.4340744018554696 2.7081151008605961 3.8705372810363774 -0.19756097346544263 1.6282894611358645 29.833333015441898 2.0011667013168339 2.8957916498184209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 -5 6 7 11 9 -8 -11 12 -4 -13 -15 16 21 18 -18 20 -19 22 -7 -24 -25 -20 28 -28 -27 -30 right_child=1 -3 5 4 -6 15 8 -9 -10 10 -12 13 -14 14 -16 -17 17 19 25 -21 -22 -23 23 24 -26 26 27 -29 29 -31 leaf_value=-0.010653215723093527 -0.034538517370327829 0.03117335613865058 0.020522541038228263 -0.0095556858047125045 0.036321238879713148 8.2793712643784579e-05 -0.010162994882192035 -0.031765622761669957 -0.021480415238248427 0.0028952859057930678 0.03538736343658317 -0.024289791509871112 -0.0037483883910781595 -0.0088255849434460236 0.016963835336687692 -0.002111448763847174 0.029387962476316067 -0.015370495615773354 0.021966591608416203 0.0091832972020692988 0.011297157740626174 -0.022441345140131283 -0.014792382714416262 0.043500852555787534 0.011886552349104261 -0.013970737857904775 0.00055831713114653364 0.044417870866730713 0.026119680294994198 -0.0004159161507802011 leaf_weight=10.117770262062551 2.0433878228068343 8.4460355667397362 10.237235151231287 8.4272665902972239 12.626821707934139 1215.7485431758687 10.390282001346348 12.439207807183264 7.7259688749909392 13.649988515302541 12.150502577424048 15.663690149784086 46.862340464256704 52.721868073567748 6.8023392204195252 319.19211211521178 19.303925953805447 38.043277591466904 19.186077702790499 38.80537187308073 13.553828049451111 10.713533058762549 9.6118577457964403 9.1378755979239958 17.931411989033222 21.022250093519688 13.184644103050234 9.9857266182079893 9.2743580192327482 37.895372128114104 leaf_count=47 10 529 75 46 73 6471 66 76 83 73 70 71 362 376 49 1662 85 165 113 168 72 64 62 58 87 93 60 53 51 234 internal_value=0.000256682 0.0183724 0.000162723 0.0086715 0.0179582 2.95221e-05 -0.00473453 -0.00753889 0.0045072 0.010055 0.0181971 -0.00526081 0.000603084 -0.009714 -0.00587841 0.000528086 0.00109605 0.00588947 0.0105693 -0.000832533 -0.00836528 0.000260221 0.000454414 0.0127713 0.0225587 0.00728318 0.00419967 0.0194605 -0.000985664 0.00480143 internal_weight=2032.89 10.4894 2022.41 31.1719 21.0541 1991.23 188.643 144.727 43.9167 36.1908 25.8005 132.287 57.0996 75.1879 59.5242 1802.59 1483.4 220.255 129.852 90.4025 51.5971 1263.14 1252.43 36.6811 27.0693 110.548 91.3624 23.1704 68.192 47.1697 internal_count=11504 539 10965 166 119 10799 1301 1009 292 209 143 933 437 496 425 9498 7836 1094 689 405 237 6742 6678 207 145 604 491 113 378 285 is_linear=0 shrinkage=0.03 end of trees feature_importances: delta_cents_mean_l=302 price_cents=230 price_cents_mean_s=202 delta_cents_std_l=202 iy=199 delta_cents_mean_m=196 delta_cents_std_m=196 cri_std_s=191 price_cents_mean_l=188 iy_std_l=187 price_cents_std_m=169 iy_std_s=165 price_cents_std_l=163 cri_std_m=154 delta_cents_mean_s=149 iy_mean_l=144 cri_mean_l=136 price_cents_mean_m=135 iy_mean_s=135 delta_cents_std_s=132 cri_mean_m=122 cri_std_l=122 iy_std_m=115 iy_mean_m=104 cri_mean_s=103 delta_cents=97 price_cents_std_s=94 cri=18 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.03] [num_leaves: 31] [num_threads: 0] [seed: 2026] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 2026] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 2026] [extra_trees: 0] [extra_seed: 4728] [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: 5409] [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: 6654] [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: 199] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null