SklearnPreprocessor

class mastml.preprocessing.SklearnPreprocessor(preprocessor, as_frame=False, **kwargs)

Bases: BasePreprocessor

Class to wrap any scikit-learn preprocessor, e.g. StandardScaler

Args:

preprocessor (str): name of a sklearn.preprocessor object, e.g. StandardScaler

as_frame (bool): whether to return data as a dataframe

kwargs : key word arguments for the sklearn.preprocessor object

Methods:

See documentation of BasePreprocessor