predfairness (version 0.1.0)
Discrimination Mitigation for Machine Learning Models
Description
Based on different statistical definitions of discrimination, several methods have been proposed to detect and mitigate social inequality in machine learning models.
This package aims to provide an alternative to fairness treatment in predictive models. The ROC method implemented in this package
is described by Kamiran, Karim and Zhang (2012) .