evalml.data_checks.DefaultDataChecks.validate

DefaultDataChecks.validate(X, y=None)

Inspects and validates the input data against data checks and returns a list of warnings and errors if applicable.

Parameters

• X (ww.DataTable, pd.DataFrame, np.ndarray) – The input data of shape [n_samples, n_features]

• y (ww.DataColumn, pd.Series, np.ndarray) – The target data of length [n_samples]

Returns

Dictionary containing DataCheckMessage objects

Return type

dict

evalml.data_checks.DefaultDataChecks.__init__ evalml.data_checks.DataCheckMessage