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 (pd.DataFrame) – the input data of shape [n_samples, n_features]

  • y (pd.Series) – the target labels of length [n_samples]

Returns

list containing DataCheckMessage objects

Return type

list (DataCheckMessage)

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