Detection and Mitigation of Algorithmic Bias via Predictive Rate Parity

Cyrus DiCiccio, Brian Hsu, YinYin Yu +2

Predictive parity (PP), also known as sufficiency, is a core definition of algorithmic fairness essentially stating that model outputs must have the same interpretation of expected…