models/optuna_trials.csv

number,value,datetime_start,datetime_complete,duration,params_colsample_bytree,params_gamma,params_learning_rate,params_max_depth,params_min_child_weight,params_n_estimators,params_reg_alpha,params_reg_lambda,params_subsample,state
0,0.1898637299496884,2026-05-31 15:36:16.578732,2026-05-31 15:36:17.003259,0 days 00:00:00.424527,0.5780093202212182,0.2904180608409973,0.1205712628744377,10,2,250,0.08499808989182997,0.0006440507553993703,0.8394633936788146,COMPLETE
1,0.18258175254449607,2026-05-31 15:36:17.003313,2026-05-31 15:36:17.082029,0 days 00:00:00.078716,0.6061695553391381,0.9170225492671691,0.2708160864249968,3,2,383,2.716051144654844e-06,0.00015777981883364995,0.9329770563201687,COMPLETE
2,0.2369980882131971,2026-05-31 15:36:17.082077,2026-05-31 15:36:17.148082,0 days 00:00:00.066005,0.6460723242676091,2.28034992108518,0.08012737503998542,5,4,273,0.019116469627784252,3.9572205641009174e-07,0.6557975442608167,COMPLETE
3,0.23354413552023795,2026-05-31 15:36:17.148116,2026-05-31 15:36:17.260518,0 days 00:00:00.112402,0.5852620618436457,4.7444276862666666,0.011711509955524094,7,1,306,0.530953226900921,0.02932100047183291,0.8430179407605753,COMPLETE
4,0.23962087875157065,2026-05-31 15:36:17.260553,2026-05-31 15:36:17.316920,0 days 00:00:00.056367,0.5610191174223894,0.17194260557609198,0.1024932221692416,3,5,222,0.1881755597772026,1.1755466083160747e-06,0.7760609974958406,COMPLETE
5,0.28667717461871667,2026-05-31 15:36:17.316957,2026-05-31 15:36:17.421954,0 days 00:00:00.104997,0.5924272277627636,3.8756641168055728,0.05864129169696527,5,10,365,0.32808889626606236,0.14408501080722544,0.8186841117373118,COMPLETE
6,0.25540877113288846,2026-05-31 15:36:17.421987,2026-05-31 15:36:17.590549,0 days 00:00:00.168562,0.522613644455269,1.9433864484474102,0.01351182947645082,10,4,339,1.481809088646707e-06,0.04264813784432918,0.6783931449676581,COMPLETE
7,0.22473300885806227,2026-05-31 15:36:17.590588,2026-05-31 15:36:17.647970,0 days 00:00:00.057382,0.9010984903770198,4.9344346830025865,0.06333268775321842,5,1,243,0.015064619068942013,3.8879928024075543e-07,0.6563696899899051,COMPLETE
8,0.26037160449907365,2026-05-31 15:36:17.648004,2026-05-31 15:36:17.687360,0 days 00:00:00.039356,0.8856351733429728,1.7923286427213632,0.11069143219393454,9,1,102,8.451863533931625e-08,0.08032068562667222,0.8916028672163949,COMPLETE
9,0.2634981661447631,2026-05-31 15:36:17.687395,2026-05-31 15:36:17.796768,0 days 00:00:00.109373,0.6625916610133735,3.1877873567760657,0.012413189635294229,5,8,349,0.12522814303053625,5.994036749692399e-05,0.7243929286862649,COMPLETE
10,0.2631726307572251,2026-05-31 15:36:17.796802,2026-05-31 15:36:17.951005,0 days 00:00:00.154203,0.7640858921203038,3.651834476035047,0.03001215871999436,7,10,486,0.000708454929345622,0.5743386936170548,0.9729161367647149,COMPLETE
11,0.26603700011816767,2026-05-31 15:36:17.951047,2026-05-31 15:36:18.066038,0 days 00:00:00.114991,0.7171781358782056,3.428985852396359,0.03057610208137913,5,9,438,0.0007202349503619245,2.541136388519596e-05,0.7392194339652385,COMPLETE
12,0.26924362098676174,2026-05-31 15:36:18.066076,2026-05-31 15:36:18.180931,0 days 00:00:00.114855,0.7542782371321683,3.8010404681426615,0.03338034147970685,6,10,443,0.00027677678129142897,1.5223416071433098e-08,0.7458004804578023,COMPLETE
13,0.26031906342822275,2026-05-31 15:36:18.180969,2026-05-31 15:36:18.288627,0 days 00:00:00.107658,0.8160782391706531,4.133292234546421,0.03531369483454838,6,7,407,4.354583380764534e-05,1.887357440280478e-08,0.6037493867846113,COMPLETE
14,0.2496807049617076,2026-05-31 15:36:18.288666,2026-05-31 15:36:18.402156,0 days 00:00:00.113490,0.9966762831864868,2.7939929152165717,0.04815035925095873,6,10,492,0.0010872340147197433,0.004359299029555911,0.8038102230086545,COMPLETE
15,0.2791457576443677,2026-05-31 15:36:18.402191,2026-05-31 15:36:18.539029,0 days 00:00:00.136838,0.7242740284450381,4.109844361539446,0.02028573521720704,8,7,435,1.3307088829376484e-08,3.868159214922418e-08,0.8795233936488246,COMPLETE
16,0.2738912655179476,2026-05-31 15:36:18.539071,2026-05-31 15:36:18.674124,0 days 00:00:00.135053,0.6836874653341911,4.369794306410908,0.020397706135341725,8,7,383,1.6510195320654132e-08,5.251280804878214e-06,0.8920538105669723,COMPLETE
17,0.25417907776052284,2026-05-31 15:36:18.674167,2026-05-31 15:36:18.762207,0 days 00:00:00.088040,0.8132394567758081,2.838091932582077,0.018661763995585987,8,7,185,4.598257659375889e-06,0.9522581473958315,0.8749004528350904,COMPLETE
18,0.2356488662792346,2026-05-31 15:36:18.762243,2026-05-31 15:36:18.839684,0 days 00:00:00.077441,0.5094030062553871,4.353215554408531,0.04969388325976179,4,8,328,2.9904280092387287e-07,0.0013509039128217649,0.9694880010155159,COMPLETE
19,0.22775512996274952,2026-05-31 15:36:18.839723,2026-05-31 15:36:18.924300,0 days 00:00:00.084577,0.639553048746349,3.9411181890882356,0.1991266186754082,8,6,426,3.454555947497455e-05,5.246279583118166e-08,0.8109069179221944,COMPLETE
20,0.28931499498300856,2026-05-31 15:36:18.924341,2026-05-31 15:36:19.061684,0 days 00:00:00.137343,0.7020843771180812,3.176227806450042,0.02261987722445193,9,9,378,1.2387044364130546e-08,6.840793596052189e-06,0.9184453934740648,COMPLETE
21,0.28581974382822006,2026-05-31 15:36:19.061724,2026-05-31 15:36:19.257097,0 days 00:00:00.195373,0.7149872794581777,3.250454518489347,0.02032786129497231,9,9,377,1.3767884945287468e-08,5.30621871476353e-06,0.9253052475673965,COMPLETE
22,0.28920056877860617,2026-05-31 15:36:19.257139,2026-05-31 15:36:19.406564,0 days 00:00:00.149425,0.6883898835864328,3.115044878544297,0.023136549204546084,9,9,364,1.7566366830590038e-07,8.359410053058924e-06,0.938363077009676,COMPLETE
23,0.26653265451306396,2026-05-31 15:36:19.406602,2026-05-31 15:36:19.495439,0 days 00:00:00.088837,0.6160774117802493,2.8617253865724335,0.04000479078782372,9,9,296,1.7977504933100885e-07,1.7227894475773726e-05,0.9997173908335091,COMPLETE
24,0.26794141321867904,2026-05-31 15:36:19.495474,2026-05-31 15:36:19.588458,0 days 00:00:00.092984,0.8039619302221802,2.290670043607198,0.06487473530802493,10,8,356,6.037447074927862e-07,0.00023039318949668005,0.9225443295963883,COMPLETE
25,0.2665346426703458,2026-05-31 15:36:19.588498,2026-05-31 15:36:19.684495,0 days 00:00:00.095997,0.6821269497054445,1.4635679205345227,0.02604698774930044,4,9,314,1.140881083355269e-05,4.0565145398254975e-06,0.8465055785221199,COMPLETE
26,0.2820373576224597,2026-05-31 15:36:19.684531,2026-05-31 15:36:19.835644,0 days 00:00:00.151113,0.5361187515937964,3.410347487890499,0.01606989528103154,9,10,395,6.362577991228303e-08,0.004737188696616971,0.9403252601806452,COMPLETE
27,0.2714868590236465,2026-05-31 15:36:19.835683,2026-05-31 15:36:19.976217,0 days 00:00:00.140534,0.6149440016111111,2.558894363479297,0.024851203526807926,7,8,459,0.004920491332843422,8.99350063281423e-07,0.957152195047184,COMPLETE
28,0.25661956243485884,2026-05-31 15:36:19.976258,2026-05-31 15:36:20.070753,0 days 00:00:00.094495,0.6919072523191407,2.9963426885215694,0.04094162942045279,4,9,364,4.861837982039971e-08,3.375170910136555e-05,0.7803890844735994,COMPLETE
29,0.2158726038429907,2026-05-31 15:36:20.070791,2026-05-31 15:36:20.145960,0 days 00:00:00.075169,0.5554549411439629,1.0270497742181646,0.15921728208236582,10,6,280,7.26811739217153e-07,0.0006337665565356945,0.8557310125499158,COMPLETE