PerformanceBias.run_logic(context: Context, dataset_kind: DatasetKind) CheckResult[source]#

Run the check logic.


value is a dataframe with performance scores for within each subgroup defined by feature and average scores across these subgroups. If control_feature was provided, then performance scores are further disaggregated by the gruops defined by this feature. display is a Figure showing the subgroups with the largest performance differences.