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==Demographic Parity in Machine Learning== ...protected attribute, such as gender, race, or age. The goal of demographic parity is to ensure equal treatment for different demographic groups, thereby miti

* '''[[Statistical Parity]]''': This metric evaluates the difference in the probability of positive o