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Propublica Recidivism Dataset
The dataset is used to evaluate the fairness of machine learning models. -
Compass Recidivism Dataset
The dataset is used to evaluate the fairness of a recidivism algorithm. -
Loan Approval Dataset
The dataset used in the paper is a simulation study for a loan approval case, measuring the financial impact of different choices on the worst-off group.