Open Access
Table 2
Hyperparameters tested for the random forest and the best value.
| Features | Tested parameters | Best parameter |
|---|---|---|
| n_estimators | [500, 800, 1200] | 1200 |
| max_features | [sqrt, log2] | log2 |
| max_depth | [10, 20, 30, None] | 30 |
| sampling_strategy | [majority, not majority, all] | majority |
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