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You are running hiring for a company where 7 5 % of the applicants are female and 2 5 % are male. To see if

You are running hiring for a company where 75% of the applicants are female and 25% are
male. To see if there could be disparate impact in hiring practices, you train a classifier to
predict sex based on the other features. This classifier achieves an accuracy of 70%. If sex is
not used in hiring decisions, could there still be disparate impact? Explain your answer

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