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__($self, /, *args, **kwargs)

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. y : Ignored not used, present for API consistency by convention.
Returns:	labels : ndarray, shape (n_samples,) cluster labels