inFairness.auditor.datainterface module

class inFairness.auditor.datainterface.AuditorResponse(lossratio_mean: float | None = None, lossratio_std: float | None = None, lower_bound: float | None = None, threshold: float | None = None, pval: float | None = None, confidence: float | None = None, is_model_fair: bool | None = None)

Bases: object

Class to store a result from the auditor

confidence: float = None

is_model_fair: bool = None

lossratio_mean: float = None

lossratio_std: float = None

lower_bound: float = None

pval: float = None

threshold: float = None