This is documentation for an old release of Scikit-learn (version 0.17). Try the latest stable release (version 1.6) or development (unstable) versions.

sklearn.base.ClusterMixin

class sklearn.base.ClusterMixin

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)

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