evalml.data_checks.MulticollinearityDataCheck.validate

MulticollinearityDataCheck.validate(X, y=None)

Check if any set of features are likely to be multicollinear.

Parameters

X (ww.DataTable, pd.DataFrame, np.ndarray) – The input features to check

Returns

dict with a DataCheckWarning if there are any potentially multicollinear columns.

Return type

dict

evalml.data_checks.MulticollinearityDataCheck.__init__ evalml.data_checks.DataChecks