evalml.data_checks.DataCheck.validate¶
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abstract
DataCheck.validate(X, y=None)[source]¶ Inspects and validates the input data, runs any necessary calculations or algorithms, 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, optional) – The target data of length [n_samples]
- Returns
Dictionary of DataCheckError and DataCheckWarning messages
- Return type
dict (DataCheckMessage)