tabensemb.data.datamodule.DataModule.derive_stacked#

method

DataModule.derive_stacked(df: DataFrame) Tuple[DataFrame, List[str], List[str]][source]#

Derive stacked features using the input dataframe. Calculated using data derivers whose argument “stacked” is set to True.

Parameters:
df

The tabular dataset.

Returns:
pd.DataFrame

The tabular dataset with derived stacked features.

List

Continuous feature names with derived stacked features.

List

Categorical feature names with derived stacked features.