Individual Fairness

nounverified·updated May 18, 2026

A fairness metric that checks whether similar individuals are classified similarly

Framework senses

3 senses across 3 frameworks

Notes on Measurement1 senseview framework →

§1: A fairness metric that checks whether similar individuals are classified similarly

§1: The goal of similar individuals receiving similar treatments or outcomes.

A Survey on Bias and Fairness in Machine Learning1 senseview framework →