compressed (bool, optional) – If True, the file is assumed to be compressed and gzip will be used
to load it. Otherwise, it will assume that the file is not
compressed. Default = True.
The method works on simple estimators as well as on nested objects
(such as pipelines). The latter have parameters of the form
<component>__<parameter> so that it’s possible to update each
component of a nested object.