roc_auc Mean roc_auc 95CI.LO roc_auc 95CI.HI model__max_features model__n_estimators preparation__non_numeric_pipeline__encoder_chooser__transformer
0.747 0.695 0.799 sqrt 50 OneHotEncoder()
0.745 0.738 0.752 sqrt 50 CustomOrdinalEncoder()
0.732 0.691 0.772 100 50 OneHotEncoder()
0.726 0.699 0.752 100 50 CustomOrdinalEncoder()
0.717 0.678 0.756 sqrt 10 OneHotEncoder()
0.705 0.660 0.751 sqrt 10 CustomOrdinalEncoder()
0.705 0.659 0.752 100 10 OneHotEncoder()
0.701 0.673 0.729 100 10 CustomOrdinalEncoder()