Open Access
Table 2.
Results of the hyperparameter tuning using RANDOMIZED-SEARCHCV for each model, SMOTE + RF and BRF.
| Hyperparameters | SMOTE + RF | BRF |
|---|---|---|
| number of trees | 1500 | 128 |
| minimum samples split | 5 | 5 |
| minimum sample leaf | 2 | 2 |
| maximum features | sqrt | log2 |
| maximum depth | 75 | 200 |
| sampling strategy | – | all |
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