Adult Census Dataset#

This section contains datasets created by Ding et al. 1. The authors intend for their dataset to replace the UCI Adult dataset 2, which is a popular benchmark dataset for comparing algorithmic interventions with respect to fairness metrics.



Frances Ding, Moritz Hardt, John Miller, Ludwig Schmidt “Retiring Adult: New Datasets for Fair Machine Learning”, Advances in Neural Information Processing Systems 34, 2021.


R. Kohavi and B. Becker, UCI Machine Learning Repository: Adult Data Set, 01-May-1996. Available Online [link].