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Differences in Fairness Preferences
A crowdsourced dataset for studying differences in fairness preferences depending on demographic identities. -
Bank Marketing dataset
The Bank Marketing dataset is a commonly used dataset in the fairness literature, containing information about individuals' demographic and economic characteristics. -
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...