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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    
DecisionTree      
RandomForest   
  1. The table lists the hyperparameters which are accepted by different tree classifiers