auswahl.benchmarking.util.helpers.Selection

class auswahl.benchmarking.util.helpers.Selection(selected_features: List[int] = [])

Helper class allowing the handling of lists of different lengths in a single pandas DataFrame.

Parameters

selected_features: List[int], default=None

List of feature indices wrapped by this instance.

Attributes

features: List[int]

List of feature indices contained in the instance.

__init__(selected_features: List[int] = [])

is_valid()

Indicates, whether the selection has been produced by a selector execution raising an error during benchmarking or is valid.

Returns

validity flag: bool