ROC/AUC Mean |
ROC/AUC 95CI.LO |
ROC/AUC 95CI.HI |
F1 Mean |
F1 95CI.LO |
F1 95CI.HI |
Pos. Pred. Val Mean |
Pos. Pred. Val 95CI.LO |
Pos. Pred. Val 95CI.HI |
True Pos. Rate Mean |
True Pos. Rate 95CI.LO |
True Pos. Rate 95CI.HI |
max_features |
n_estimators |
encoder |
0.747 |
0.695 |
0.799 |
0.411 |
0.309 |
0.514 |
0.592 |
0.500 |
0.684 |
0.316 |
0.220 |
0.411 |
sqrt |
50 |
OneHotEncoder() |
0.745 |
0.738 |
0.752 |
0.417 |
0.341 |
0.494 |
0.599 |
0.431 |
0.766 |
0.324 |
0.233 |
0.414 |
sqrt |
50 |
CustomOrdinalEncoder() |
0.732 |
0.691 |
0.772 |
0.423 |
0.289 |
0.556 |
0.528 |
0.447 |
0.608 |
0.357 |
0.183 |
0.532 |
100 |
50 |
OneHotEncoder() |
0.726 |
0.699 |
0.752 |
0.465 |
0.398 |
0.532 |
0.555 |
0.446 |
0.665 |
0.407 |
0.270 |
0.545 |
100 |
50 |
CustomOrdinalEncoder() |
0.717 |
0.678 |
0.756 |
0.407 |
0.302 |
0.512 |
0.613 |
0.591 |
0.635 |
0.308 |
0.186 |
0.429 |
sqrt |
10 |
OneHotEncoder() |
0.705 |
0.660 |
0.751 |
0.375 |
0.167 |
0.583 |
0.534 |
0.338 |
0.731 |
0.291 |
0.098 |
0.483 |
sqrt |
10 |
CustomOrdinalEncoder() |
0.705 |
0.659 |
0.752 |
0.428 |
0.327 |
0.530 |
0.556 |
0.452 |
0.659 |
0.353 |
0.217 |
0.489 |
100 |
10 |
OneHotEncoder() |
0.701 |
0.673 |
0.729 |
0.431 |
0.421 |
0.440 |
0.560 |
0.412 |
0.707 |
0.353 |
0.311 |
0.395 |
100 |
10 |
CustomOrdinalEncoder() |