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sklearn.base.ClusterMixin

class sklearn.base.ClusterMixin [source]

Mixin class for all cluster estimators in scikit-learn.

Methods

fit_predict(X[, y]) Performs clustering on X and returns cluster labels.
__init__()

Initialize self. See help(type(self)) for accurate signature.

fit_predict(X, y=None) [source]

Performs clustering on X and returns cluster labels.

Parameters:

X : ndarray, shape (n_samples, n_features)

Input data.

Returns:

y : ndarray, shape (n_samples,)

cluster labels

© 2007–2017 The scikit-learn developers
Licensed under the 3-clause BSD License.
http://scikit-learn.org/stable/modules/generated/sklearn.base.ClusterMixin.html