Fairness Metrics Overview

Map the fairness-metrics zoo. Learn group vs individual vs causal metrics, the families inside group fairness (parity-based, error-based, calibration-based), the metrics regulators reference (4/5ths rule, statistical parity), and a practical decision tree for picking the right metric per problem and per regulatory context.