tabensemb.data.dataimputer.MeanImputer._transform

method

MeanImputer._transform(input_data: DataFrame, datamodule: DataModule) → DataFrame

Transform the input tabular data using the fitted imputer. This should perform on the testing dataset.

Parameters:

input_data:

A tabular dataset.

datamodule:

A DataModule instance that contains necessary information required by imputers.

Returns:

pd.DataFrame

A transformed tabular dataset.