sklearn.base.ClusterMixin

class sklearn.base.ClusterMixin[source]

Mixin class for all cluster estimators in scikit-learn.

Methods

fit_predict(X[, y])

Perform clustering on X and returns cluster labels.
fit_predict(X, y=None, **kwargs)[source]

Perform clustering on X and returns cluster labels.

Parameters:
Xarray-like of shape (n_samples, n_features)

Input data.

yIgnored

Not used, present for API consistency by convention.

**kwargsdict

Arguments to be passed to fit.

New in version 1.4.

Returns:
labelsndarray of shape (n_samples,), dtype=np.int64

Cluster labels.