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Individual Fairness

nounid 4934·updated May 18, 2026
verified
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A fairness metric that checks whether similar individuals are classified similarly

MWE

Classifications

per-axis with provenance

Entity Type

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

Sensitivity

unclassified

Information Class

unclassified

Variants

3 surface forms
plural
Individual Fairnesses
possessive
Individual Fairness's
pluralpossessive
Individual Fairnesses'

Framework definitions

3 senses across 3 frameworks
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

Outgoing relationships

term as subject — 0 triples
No outgoing triples
This term is not the subject of any RDF-style relationship yet.

Incoming relationships

term as object — 0 triples
No incoming triples
No other term currently asserts a relationship to this one.
snapshot nexus-lexicon@liveschema v0.3.3-draftfetched Jul 14, 2026, 03:43 PM