tabensemb.data.AbstractImputer.transform#
method
- AbstractImputer.transform(input_data: DataFrame, datamodule: DataModule) DataFrame[source]#
Restore feature names in the datamodule using recorded features, and transform the input tabular data using the fitted imputer. This should be performed on the testing set.
- Parameters:
- input_data:
A tabular dataset.
- datamodule:
A
DataModuleinstance that contains necessary information required by imputers.
- Returns:
- pd.DataFrame
A transformed tabular dataset.