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is_classifier — scikit-learn 1.7.0 documentation

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

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

Parameters:

estimatorobject

Estimator object to test.

Returns:

outbool

True if estimator is a classifier and False otherwise.

Examples

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

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