imblearn.ensemble.RUSBoostClassifier.feature_importances_¶
-
property
RUSBoostClassifier.
feature_importances_
¶ The impurity-based feature importances.
The higher, the more important the feature. The importance of a feature is computed as the (normalized) total reduction of the criterion brought by that feature. It is also known as the Gini importance.
Warning: impurity-based feature importances can be misleading for high cardinality features (many unique values). See
sklearn.inspection.permutation_importance
as an alternative.- Returns
- feature_importances_ndarray of shape (n_features,)
The feature importances.