A Suite of Fairness Datasets for Tabular Classification
Published in arXiv, 2023
Recommended citation: Hirzel, M. & Feffer, M. (2023). A Suite of Fairness Datasets for Tabular Classification. arXiv arXiv:2308.00133 https://arxiv.org/abs/2308.00133
We introduce a suite of functions for fetching 20 fairness datasets and providing associated fairness metadata. Hopefully, these will lead to more rigorous experimental evaluations in future fairness-aware machine learning research.
Recommended citation: Hirzel, M. & Feffer, M. (2023). A Suite of Fairness Datasets for Tabular Classification. arXiv arXiv:2308.00133