   roc_auc Mean  roc_auc 95CI.LO  roc_auc 95CI.HI model__max_features  model__n_estimators preparation__non_numeric_pipeline__encoder_chooser__transformer
6      0.746879         0.695155         0.798602                sqrt                   50                                    OneHotEncoder()             
7      0.744782         0.737888         0.751676                sqrt                   50                             CustomOrdinalEncoder()             
2      0.731574         0.690674         0.772474                 100                   50                                    OneHotEncoder()             
3      0.725828         0.699310         0.752346                 100                   50                             CustomOrdinalEncoder()             
4      0.717289         0.678189         0.756390                sqrt                   10                                    OneHotEncoder()             
5      0.705353         0.659592         0.751113                sqrt                   10                             CustomOrdinalEncoder()             
0      0.705321         0.658665         0.751977                 100                   10                                    OneHotEncoder()             
1      0.700992         0.672730         0.729254                 100                   10                             CustomOrdinalEncoder()             
