tabensemb.data.AbstractScaler.transform

method

AbstractScaler.transform(input_data: DataFrame, datamodule: DataModule) → DataFrame

Restore feature names in datamodule using recorded features and call _transform() to transform the input data. This should be performed on the validation and testing sets.

Parameters:

input_data:

A tabular dataset.

datamodule:

A DataModule instance that contains necessary information required by processors.

Returns:

pd.DataFrame

A transformed tabular dataset.