Table 5 Hyperparameters accepted by different tree models
From: How can SHAP values help to shape metabolic stability of chemical compounds?
n_estimators | max_depth | max_samples | splitter | max_features | bootstrap | |
|---|---|---|---|---|---|---|
ExtraTrees | â | â | â | |||
DecisionTree | â | â | â | |||
RandomForest | â | â | â | â |