Table 3 Hyperparameter combinations and their ranges for random forest optimization.
No. | Random forest hyperparameters | Ranges |
|---|---|---|
1 | n_estimators | (1,500) |
2 | max_depth | (1,20) |
3 | max_features | (1,5) |
4 | min_samples_split | (2,10) |
5 | min_samples_leaf | (1,10) |
No. | Random forest hyperparameters | Ranges |
|---|---|---|
1 | n_estimators | (1,500) |
2 | max_depth | (1,20) |
3 | max_features | (1,5) |
4 | min_samples_split | (2,10) |
5 | min_samples_leaf | (1,10) |
