sklearn.base.BiclusterMixin¶

class sklearn.base.BiclusterMixin[source]¶

Mixin class for all bicluster estimators in scikit-learn.

Attributes

biclusters_

Convenient way to get row and column indicators together.

Methods

get_indices(i)	Row and column indices of the i’th bicluster.
get_shape(i)	Shape of the i’th bicluster.
get_submatrix(i, data)	Return the submatrix corresponding to bicluster i.

property biclusters_¶

Convenient way to get row and column indicators together.

Returns the rows_ and columns_ members.

get_indices(i)[source]¶

Row and column indices of the i’th bicluster.

Only works if rows_ and columns_ attributes exist.

Parameters

iint

The index of the cluster.

Returns

row_indndarray, dtype=np.intp

Indices of rows in the dataset that belong to the bicluster.

col_indndarray, dtype=np.intp

Indices of columns in the dataset that belong to the bicluster.

get_shape(i)[source]¶

Shape of the i’th bicluster.

Parameters

iint

The index of the cluster.

Returns

n_rowsint

Number of rows in the bicluster.

n_colsint

Number of columns in the bicluster.

get_submatrix(i, data)[source]¶

Return the submatrix corresponding to bicluster i.

Parameters

iint

The index of the cluster.

dataarray-like of shape (n_samples, n_features)

The data.

Returns

submatrixndarray of shape (n_rows, n_cols)

The submatrix corresponding to bicluster i.

Notes

Works with sparse matrices. Only works if rows_ and columns_ attributes exist.