On the Adult income dataset, fairness libraries Fairlearn, AIF360, and What-If Tool all reduce measured gender disparity in a credit-style classifier, but the paper's comparison across libraries is not controlled.
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Analyzing Fairness of Classification Machine Learning Model with Structured Dataset
On the Adult income dataset, fairness libraries Fairlearn, AIF360, and What-If Tool all reduce measured gender disparity in a credit-style classifier, but the paper's comparison across libraries is not controlled.