Feature Importance for imblearn Methods

[mividalocas]

How to extract important features of an imblearn-model such as a BalancedBaggingClassifier?

[glemaitre]

you can check the feature selected by each tree which is trained:

http://scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html

[Vernboy]

AttributeError: 'BalancedBaggingClassifier' object has no attribute 'feature_importances_'

[glemaitre]

BaggingClassifier does not implement the feature importance even in scikit-learn.
You need to use the BalancedRandomForest to get this working