Table 2. Hyperparameter Values for the Random Forest Classifier That Were Explored by Grid Search.
parameter | values |
---|---|
# estimators | 50, 250, 1000, 4000, 8000, 16 000 |
max features | none, sqrt, Log 2 |
min sample leaf | 1, 10, 100, 1000 |
class weight | none, balanced subsample, balanced |