pyreal.explainers.GlobalFeatureImportance.produce#
- GlobalFeatureImportance.produce(x_orig=None, disable_feature_descriptions=False, **kwargs)#
Return the explanation, in the interpretable feature space with feature descriptions applied.
- Parameters:
x_orig (DataFrame of shape (n_instances, n_features) or Series of length (n_features)) – Input to explain
disable_feature_descriptions (Boolean) – If False, do not apply feature descriptions
**kwargs – Additional arguments to be used by more specific explainers.
- Returns:
- Explanation
A generated interpretable explanation object, including interpretable feature names and values.