3 datasets found

Groups: Fairness Tags: gender

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  • FairFace

    FairFace is a dataset of face images for fairness audit and evaluation, intentionally constructed to be approximately racially balanced.

  • Adult income dataset

    The UCI Adult income dataset is used for causal estimation and fair classification tasks. The dataset contains information about age, gender, occupation, marital status,...

  • 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...
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