word

Fairness Metrics

FAIR-nes MET-riks

/ˈfɛərnɪs ˈmɛtrɪks/

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fairnessmetrics

Quantitative measures used to evaluate whether a machine learning model's predictions exhibit disparate impact or bias across demographic groups

Fairness metrics revealed that the hiring model had significantly lower recall for candidates from underrepresented groups.
There is no single agreed-upon fairness metric; different definitions can be mathematically incompatible.

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