aif360.sklearn.metrics
.make_scorer¶
-
aif360.sklearn.metrics.
make_scorer
(score_func, is_ratio=False, **kwargs)[source]¶ Make a scorer from a ‘difference’ or ‘ratio’ metric (e.g.
statistical_parity_difference()
).Parameters: - score_func (callable) – A ratio/difference metric with signature
score_func(y, y_pred, **kwargs)
. - is_ratio (boolean, optional) – Indicates if the metric is ratio or
- based. (difference) –
- score_func (callable) – A ratio/difference metric with signature