
best_params = {'n_estimators': 944,
                'min_samples_split': 2,
                'min_samples_leaf': 1,
                'max_features': 'auto',
                'max_depth': None,
                'criterion': 'entropy',
                'bootstrap': False}



{'max_depth': 25,
 'min_samples_leaf': 1,
 'min_samples_split': 2,
 'n_estimators': 300}