   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
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                  2         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                  2  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                  2         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                  2  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                  2         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                  2  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                  2         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                  2  CustomOrdinalEncoder()
