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 min_samples_split 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 2 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 2 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 2 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 2 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 2 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 2 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 2 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 2 CustomOrdinalEncoder()