tabensemb.data.dataimputer.MiceImputer._fit_transform

method

MiceImputer._fit_transform(input_data: DataFrame, datamodule: DataModule) → DataFrame

Fit the imputer and transform the input dataframe. This should be performed on the training and validation sets.

Parameters:

input_data:

A tabular dataset.

datamodule:

A DataModule instance that contains necessary information required by imputers.

Returns:

pd.DataFrame

A transformed tabular dataset.