| n_estimators,learning_rate,max_depth,num_leaves,min_child_samples,subsample,colsample_bytree,reg_alpha,reg_lambda,scale_pos_weight,random_state,verbose,n_jobs,val_auc,val_pr_auc,val_brier |
| 2000,0.1,6,31,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8332066235848764,0.8542980634229818,0.16618148971292557 |
| 2000,0.1,8,63,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.832034173424733,0.8533229739250368,0.16664917812875132 |
| 1000,0.1,8,31,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8328231231027093,0.8538733688552906,0.1663043530129882 |
| 2000,0.05,6,31,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8334854908657231,0.8544588008223737,0.16603038196699307 |
| 500,0.01,6,63,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8333833637954604,0.85458906664085,0.16620054102391726 |
| 1000,0.05,6,63,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8332710695031124,0.8544028999268216,0.16614424918113443 |
| 2000,0.05,6,63,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.833182659264049,0.85446201274997,0.16618515109618068 |
| 1000,0.01,4,31,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8337958676164183,0.8550112855804161,0.16589843532030288 |
| 2000,0.1,6,63,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8330384184896749,0.8539838913374027,0.16632095950110096 |
| 1000,0.1,8,31,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8331177049847089,0.8542767920206424,0.16618199381640886 |
| 2000,0.01,6,63,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8333267840964169,0.8547239675355551,0.16615659230082572 |
| 500,0.05,4,63,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.833844349212257,0.8548902462405111,0.16587028474566148 |
| 2000,0.05,8,63,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8327181242381383,0.8540679973009672,0.1664156060958446 |
| 500,0.01,6,31,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8335491073526835,0.8547470989256931,0.16610034618260175 |
| 500,0.1,8,31,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8331177049847089,0.8542767920206424,0.16618199381640886 |
| 2000,0.05,6,31,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8333235377202424,0.854434496304076,0.1661134096640669 |
| 2000,0.05,4,63,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.833736594495384,0.8550912672446329,0.16591100362909225 |
| 500,0.01,8,31,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8333531831993752,0.8544736399103895,0.16612435032350628 |
| 2000,0.01,6,31,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8335799300891108,0.8547866491815022,0.16603420550266867 |
| 500,0.1,8,31,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8328231231027093,0.8538733688552906,0.1663043530129882 |
| 2000,0.05,8,31,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8335010449317906,0.8546231767689698,0.16603541329297192 |
| 1000,0.1,8,63,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8322295000307781,0.8532993462326964,0.16666550175488706 |
| 1000,0.01,4,63,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8338395420783061,0.854912308673403,0.16588123788249945 |
| 500,0.05,4,31,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.833764135181173,0.8550287695811688,0.16590604127468275 |
| 1000,0.05,6,31,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8333235377202424,0.854434496304076,0.1661134096640669 |
| 2000,0.01,4,31,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.833826333608211,0.8549074158563351,0.16589869371458393 |
| 2000,0.01,8,31,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8332822980404856,0.8544412946251114,0.1661050199098666 |
| 500,0.01,8,31,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8332509847801858,0.8543183076059202,0.16617294878307032 |
| 500,0.05,8,63,20,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8329589536223234,0.8542901317276657,0.1662918568548576 |
| 2000,0.1,4,63,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8337468865780915,0.8546225469360409,0.1659096177811369 |
| 1000,0.05,6,63,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8332206436490153,0.854274037994863,0.16613250984515635 |
| 500,0.1,4,63,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8337468865780915,0.8546225469360409,0.1659096177811369 |
| 1000,0.05,8,31,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8332687774188352,0.8543386747414223,0.1661057227590363 |
| 2000,0.1,4,31,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8335203002234417,0.8545160238767404,0.1659476730382038 |
| 1000,0.1,4,63,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8335203002234417,0.8545160238767404,0.1659476730382038 |
| 1000,0.1,6,31,20,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8330518053320872,0.8541225628170177,0.16628394792747545 |
| 1000,0.01,4,31,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8338395420783061,0.854912308673403,0.16588123788249945 |
| 1000,0.1,6,63,50,0.8,0.8,0.1,1.0,0.9037776387717913,42,-1,-1,0.8332093080882517,0.8542760134634583,0.16619111757384847 |
| 1000,0.05,8,63,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.8327181242381383,0.8540679973009672,0.1664156060958446 |
| 1000,0.05,4,31,50,0.8,0.8,0.0,1.0,0.9037776387717913,42,-1,-1,0.833844349212257,0.8548902462405111,0.16587028474566148 |
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