artifacts/model_trainer/leaderboard.csv

model,score_val,eval_metric,pred_time_val,fit_time,pred_time_val_marginal,fit_time_marginal,stack_level,can_infer,fit_order
WeightedEnsemble_L3,0.8884166666666666,accuracy,6.368147373199463,185.18996047973633,0.0362851619720459,13.78397822380066,3,True,12
XGBoost_BAG_L2,0.8883333333333333,accuracy,4.772806644439697,117.99682998657227,0.7316691875457764,19.488352060317993,2,True,10
LightGBM_BAG_L2,0.8882916666666667,accuracy,4.236595630645752,108.94257974624634,0.19545817375183105,10.434101819992065,2,True,8
LightGBMLarge_BAG_L2,0.8882896825396825,accuracy,4.524163246154785,121.30039930343628,0.48302578926086426,22.791921377182007,2,True,11
LightGBMXT_BAG_L2,0.8881607142857143,accuracy,4.921709060668945,118.6916069984436,0.8805716037750244,20.18312907218933,2,True,7
WeightedEnsemble_L2,0.888140873015873,accuracy,3.4903199672698975,91.3477520942688,0.029932737350463867,4.999566316604614,2,True,6
CatBoost_BAG_L2,0.8880694444444445,accuracy,4.092148065567017,129.36256766319275,0.0510106086730957,30.854089736938477,2,True,9
CatBoost_BAG_L1,0.8711408730158731,accuracy,0.05260515213012695,2.6617836952209473,0.05260515213012695,2.6617836952209473,1,True,3
XGBoost_BAG_L1,0.8563115079365079,accuracy,1.0044958591461182,38.38530468940735,1.0044958591461182,38.38530468940735,1,True,4
LightGBM_BAG_L1,0.8209186507936508,accuracy,1.5950639247894287,26.91775679588318,1.5950639247894287,26.91775679588318,1,True,2
LightGBMXT_BAG_L1,0.6850019841269841,accuracy,0.5807502269744873,12.160292148590088,0.5807502269744873,12.160292148590088,1,True,1
LightGBMLarge_BAG_L1,0.6837380952380953,accuracy,0.8082222938537598,18.38334059715271,0.8082222938537598,18.38334059715271,1,True,5