   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
6      0.746879         0.695155         0.798602  0.411380    0.309237    0.513523             0.592243                0.500455                0.684031             0.315749                0.220202                0.411297         sqrt            50         OneHotEncoder()
7      0.744782         0.737888         0.751676  0.417424    0.341313    0.493535             0.598563                0.431282                0.765844             0.323827                0.233235                0.414419         sqrt            50  CustomOrdinalEncoder()
2      0.731574         0.690674         0.772474  0.422506    0.289151    0.555862             0.527869                0.447301                0.608438             0.357420                0.183327                0.531513          100            50         OneHotEncoder()
3      0.725828         0.699310         0.752346  0.464898    0.397887    0.531909             0.555446                0.446133                0.664759             0.407435                0.269949                0.544921          100            50  CustomOrdinalEncoder()
4      0.717289         0.678189         0.756390  0.406890    0.301783    0.511996             0.612974                0.591103                0.634845             0.307619                0.186347                0.428892         sqrt            10         OneHotEncoder()
5      0.705353         0.659592         0.751113  0.375136    0.167360    0.582912             0.534274                0.337936                0.730611             0.290584                0.097700                0.483468         sqrt            10  CustomOrdinalEncoder()
0      0.705321         0.658665         0.751977  0.428391    0.326895    0.529887             0.555556                0.452280                0.658831             0.353152                0.217482                0.488821          100            10         OneHotEncoder()
1      0.700992         0.672730         0.729254  0.430528    0.421252    0.439804             0.559634                0.412249                0.707019             0.352952                0.311091                0.394814          100            10  CustomOrdinalEncoder()
