evalml.data_checks.MulticollinearityDataCheck.validate¶
-
MulticollinearityDataCheck.validate(X, y=None)[source]¶ 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