Fairness Metric

nounverified·updated Aug 28, 2026

GlossaryL1 — what DictionaryL2 — how used ThesaurusL3 — relations Universaleverything

A mathematical definition of “fairness” that is measurable. Some commonly used fairness metrics include: equalized odds predictive parity counterfactual fairness demographic parity Many fairness metrics are mutually exclusive; see incompatibility of fairness metrics.

Framework senses

3 senses across 3 frameworks

Glossary1 senseview framework →

§1: A quantification of unwanted bias in training data or models.

Machine Learning Glossary1 senseview framework →

§1: A mathematical definition of “fairness” that is measurable. Some commonly used fairness metrics include: equalized odds predictive parity counterfactual fairness demographic parity Many fairness metrics are mutually exclusive; see incompatibility of fairness metrics.

Legacy lexicon import1 senseview framework →

§1 · legacy_primary: A mathematical definition of “fairness” that is measurable. Some commonly used fairness metrics include: equalized odds predictive parity counterfactual fairness demographic parity Many fairness metrics are mutually exclusive; see incompatibility of fairness metrics.
DR-088 backfill from the noun definition column