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get_tags — scikit-learn 1.8.dev0 documentation

sklearn.utils.get_tags(estimator) → Tags[source]#

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.

Added in version 1.6.

Parameters:

estimatorestimator object

The estimator from which to get the tag.

Returns:

tagsTags

The estimator tags.

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