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Individual Fairness

nounid 4934·updated Aug 28, 2026
verified

A fairness metric that checks whether similar individuals are classified similarly

MWE

Attested in

No recorded attestations. They are written when an MWE tagging stage is completed, stamped with the pack version and the document’s digest.

Classifications

Entity Type

Requirement100%manual revieweval-seeds-v0.4-2026-05-14

Sensitivity

unclassified

Information Class

unclassified

Variants

plural
Individual Fairnesses
possessive
Individual Fairness's
pluralpossessive
Individual Fairnesses'

Framework definitions

Notes on Measurement1 senseview framework →
§1
A fairness metric that checks whether similar individuals are classified similarly
Glossary1 senseview framework →
§1
The goal of similar individuals receiving similar treatments or outcomes.
A Survey on Bias and Fairness in Machine Learning1 senseview framework →
§1
Give similar predictions to similar individuals
Legacy lexicon import1 senseview framework →
§1 · legacy_primary
A fairness metric that checks whether similar individuals are classified similarly
DR-088 backfill from the noun definition column

Outgoing relationships

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This term is not the subject of any RDF-style relationship yet.

Incoming relationships

No incoming triples
No other term currently asserts a relationship to this one.