Learn R Programming

fasi (version 1.0.0)

Fair Adjusted Selective Inference

Description

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.

Copy Link

Version

Install

install.packages('fasi')

Monthly Downloads

13

Version

1.0.0

License

GPL-3

Maintainer

Bradley Rava

Last Published

August 2nd, 2021

Functions in fasi (1.0.0)

adult

2018 Census data from the UCI repository.
fasi

Create a ranking score model to implement the fasi classification algorithm.
rscore

Calculate the r1 or r2 score for a new observation in ones test data.
predict.fasi

Prediction of a FASI Object
compas_data

ProPublica's Compas recdivism data