ai-testing
AI Fairness Metrics: Measuring Demographic Parity, Equalized Odds, and Calibration
AI fairness is not a single number. Demographic parity, equalized odds, and calibration are distinct mathematical properties that are provably incompatible under realistic conditions. This guide explains what each metric actually measures, when to use which, how to compute them with Fairlearn and custom code, and what EU AI Act