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is_clusterer — scikit-learn 1.8.dev0 documentation

sklearn.base.is_clusterer(estimator)[source]#

Return True if the given estimator is (probably) a clusterer.

Added in version 1.6.

Parameters:

estimatorobject

Estimator object to test.

Returns:

outbool

True if estimator is a clusterer and False otherwise.

Examples

>>> from sklearn.base import is_clusterer
>>> from sklearn.cluster import KMeans
>>> from sklearn.svm import SVC, SVR
>>> classifier = SVC()
>>> regressor = SVR()
>>> kmeans = KMeans()
>>> is_clusterer(classifier)
False
>>> is_clusterer(regressor)
False
>>> is_clusterer(kmeans)
True

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