Function is_classifier

sklearn/base.py:1245–1273

Return True if the given estimator is (probably) a classifier. Parameters ---------- estimator : estimator instance Estimator object to test. Returns ------- out : bool True if estimator is a classifier and False otherwise. Examples -------- >>>

(estimator)

def is_classifier(estimator):
    """Return True if the given estimator is (probably) a classifier.

    Parameters
    ----------
    estimator : estimator instance
        Estimator object to test.

    Returns
    -------
    out : bool
        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
    """
    return get_tags(estimator).estimator_type == "classifier"


def is_regressor(estimator):