word
Counterfactual Fairness
kown-ter-FAK-choo-ul FAIR-ness
/ˌkaʊntərˈfæktʃuəl ˈfɛrnɪs/Listen
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Syllable breakdown
counterfactualfairness
Dictionary meaning
Fairness criterion requiring that a model's prediction would remain unchanged if the individual belonged to a different demographic group, all else equal
Examples
- Counterfactual fairness asks: would this decision change if the applicant were a different race?
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