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