22 datasets found

Groups: Fairness Object Type: dataset

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  • Adult dataset

    A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category...

  • 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.
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