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

doi:doi:10.57702/ngl38jh1

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

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The json representation of the dataset with its distributions based on DCAT.
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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