get_tags

sklearn.utils.get_tags(estimator) → Tags

Get estimator tags.

BaseEstimator provides the estimator tags machinery. However, if an estimator does not inherit from this base class, we should fall-back to the default tags.

For scikit-learn built-in estimators, we should still rely on self.__sklearn_tags__(). get_tags(est) should be used when we are not sure where est comes from: typically get_tags(self.estimator) where self is a meta-estimator, or in the common checks.

Parameters:

estimatorestimator object

The estimator from which to get the tag.

Returns:

tagsTags

The estimator tags.