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FairRepair: Fairness-guided SMT-based Rectification of Decision Trees and Random Forests

The FairRepair tool repairs an unfair decision tree to be fair relative to a dataset.

Data and Resources

Cite this as

Jiang Zhang, Ivan Beschastnikh, Sergey Mechtaev, Abhik Roychoudhury (2024). Dataset: FairRepair: Fairness-guided SMT-based Rectification of Decision Trees and Random Forests. https://doi.org/10.57702/ngl38jh1

DOI retrieved: December 16, 2024

Additional Info

Field Value
Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.48550/arXiv.2011.11001
Author Jiang Zhang
More Authors
Ivan Beschastnikh
Sergey Mechtaev
Abhik Roychoudhury
Homepage https://github.com/fairrepair/fair-repair