MMMModelBuilder.validate#
- MMMModelBuilder.validate(target, data)[source]#
Validate the input data based on the specified target type.
This function loops over the validation methods specified for the target type and applies them to the input data.
- Parameters:
- target
str The type of target to be validated. Expected values are “X” for features and “y” for the target variable.
- data
Union[pd.DataFrame,pd.Series,np.ndarray] The input data to be validated.
- target
- Raises:
ValueErrorIf the target type is not “X” or “y”, a ValueError will be raised.