Other packages > Find by keyword >

fairml  

Fair Models in Machine Learning
View on CRAN: Click here


Download and install fairml package within the R console
Install from CRAN:
install.packages("fairml")

Install from Github:
library("remotes")
install_github("cran/fairml")

Install by package version:
library("remotes")
install_version("fairml", "0.8")



Attach the package and use:
library("fairml")
Maintained by
Marco Scutari
[Scholar Profile | Author Map]
First Published: 2020-08-06
Latest Update: 2023-05-13
Description:
Fair machine learning regression models which take sensitive attributes into account in model estimation. Currently implementing Komiyama et al. (2018) , Zafar et al. (2019) and my own approach from Scutari, Panero and Proissl (2022) that uses ridge regression to enforce fairness.
How to cite:
Marco Scutari (2020). fairml: Fair Models in Machine Learning. R package version 0.8, https://cran.r-project.org/web/packages/fairml. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.2 (2020-08-06 16:10), 0.3 (2020-09-09 17:00), 0.4 (2021-04-15 20:10), 0.5 (2021-06-16 06:10), 0.6.1 (2022-01-24 22:22), 0.6.2 (2022-04-14 12:12), 0.6.3 (2022-05-09 20:20), 0.6 (2021-08-09 18:50), 0.7 (2022-09-10 18:22)
Other packages that cited fairml R package
View fairml citation profile
Other R packages that fairml depends, imports, suggests or enhances
Complete documentation for fairml
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for fairml10152025303540455055606570TrendBars

Today's Hot Picks in Authors and Packages

landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA