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() |