owever, this behavior
    does not apply to `groups` which is passed to the splitter configured
    via the `cv` parameter of the constructor. Thus, `groups` is used
    *to perform the split* and determines which samples are
    assigned to the each side of the a split.

Returns
-------
self : object
    Instance of fitted estimator.
)