Fair Adjusted Selective Inference

The Fair Adjusted Selective Inference (FASI) procedure as described in the paper "A Fairness-Adjusted Selective Inference Framework For Classification" By: Bradley Rava, Wen Sun, Gareth James and Xin Tong (2021). The package includes a function that preforms the FASI procedure and returns both the r-scores and classification for new observations.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("fasi")

1.0.0 by Bradley Rava, 2 months ago


Browse source code at https://github.com/cran/fasi


Authors: Bradley Rava [aut, cre] , Wenguang Sun [ctb] , Xin Tong [ctb] , Gareth James [ctb]


Documentation:   PDF Manual  


GPL-3 license


Depends on naivebayes, fastAdaboost, gam, stats

Suggests testthat, knitr, rmarkdown, dplyr


See at CRAN