A three-parameter grid search finds resampling ratios that trade off disparate impact and MCC, improving fairness on doubly imbalanced fraud data.
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Fair for a few: Improving Fairness in Doubly Imbalanced Datasets
A three-parameter grid search finds resampling ratios that trade off disparate impact and MCC, improving fairness on doubly imbalanced fraud data.