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()