

This folder contains the code and data files necessary to implement the proposed methods and reproduce the results presented in the paper.

FairFDA.R: contains R functions for implementing the proposed fairness-aware classifiers

main_sim.R: generates results for the simulation studies

main_NHANES.R: generates results for the real data analysis (NHANES)

eval_sim.R: produces figures corresponding to the simulation results

eval_NHANES.R: produces figures corresponding to the real data analysis

The NHANES/ subfolder contains the preprocessed data used in the real data analysis.