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Disparate Impact
Disparate Impact
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updated May 13, 2026
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A Comparative Study of Fairness-Enhancing Interventions in Machine Learning
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For Predictor Y and Sensitive Impact S. Definition 6.2 Disparate Impact (DI) = P[Yˆ = 1 | S != 1]/P[Yˆ = 1 | S = 1]