FeatureGaleShapley

class FeatureGaleShapley(name: str, ranked_candidates: List[str])[source]

Bases: etna.transforms.feature_selection.gale_shapley.BaseGaleShapley

Class for feature member of Gale-Shapley matching.

Init BaseGaleShapley.

Parameters
  • name (str) – name of object

  • ranked_candidates (List[str]) – list of preferences for the object ranked descending by importance

Inherited-members

Methods

check_segment(segment)

Check if given segment is better than current match according to preference list.

reset_tmp_match()

Break tmp current.

set_params(**params)

Return new object instance with modified parameters.

to_dict()

Collect all information about etna object in dict.

update_tmp_match(name)

Create match with object name.

check_segment(segment: str) bool[source]

Check if given segment is better than current match according to preference list.

Parameters

segment (str) – segment to check

Returns

returns True if given segment is a better candidate than current match.

Return type

is_better