Table 4.
The parameters used in the random forest algorithm.
| Parameter | Description | Value |
|---|---|---|
| n_estimators | Max number of the decision trees | 160 |
| criterion | The principle function used to separate a branch | Gini |
| max_features | Max number of the features considering when separating a branch | All |
| max_depth | Max depth of the tree | No limit |
| min_samples split | The minimum number of samples at least remains in one node that can be split. | 10 |
| min_samples leaf | The minimum number of samples at least remains in leaf nodes. | 1 |