Package: fairmetrics
Title: Fairness Evaluation Metrics with Confidence Intervals for Binary
        Protected Attributes
Version: 1.0.8
Authors@R: 
    c(
    person("Jianhui", "Gao", email = "jianhui.gao@mail.utoronto.ca", role = c("aut"),comment = c(ORCID = "0000-0003-0915-1473")),
    person("Benjamin", "Smith", email = "benyamin.smith@mail.utoronto.ca", role = c("aut","cre"), comment = c(ORCID = "0009-0007-2206-0177")),
    person("Benson", "Chou", email = "benson.chou@mail.utoronto.ca", role = c("aut"), comment = c(ORCID = "0009-0007-0265-033X")),
    person("Jessica", "Gronsbell", email = "j.gronsbell@utoronto.ca", role = c("aut"), comment = c(ORCID = "0000-0002-5360-5869"))
    )
Description: A collection of functions for computing fairness metrics
        for machine learning and statistical models, including
        confidence intervals for each metric. The package supports the
        evaluation of group-level fairness criterion commonly used in
        fairness research, particularly in healthcare for binary
        protected attributes. It is based on the overview of fairness
        in machine learning written by Gao et al (2025)
        <doi:10.1002/sim.70234>.
Imports: stats
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Suggests: dplyr, magrittr, corrplot, randomForest, pROC,
        SpecsVerification, knitr, rmarkdown, testthat, kableExtra,
        naniar
Config/testthat/edition: 3
Depends: R (>= 3.5.0)
LazyData: true
URL: https://jianhuig.github.io/fairmetrics/
VignetteBuilder: knitr
Repository: https://jianhuig.r-universe.dev
Date/Publication: 2026-04-17 20:59:59 UTC
RemoteUrl: https://github.com/jianhuig/fairmetrics
RemoteRef: HEAD
RemoteSha: e32f070bd668acef95c98c193c43ece3873e4105
NeedsCompilation: no
Packaged: 2026-06-17 07:45:24 UTC; root
Author: Jianhui Gao [aut] (ORCID: <https://orcid.org/0000-0003-0915-1473>),
  Benjamin Smith [aut, cre] (ORCID:
    <https://orcid.org/0009-0007-2206-0177>),
  Benson Chou [aut] (ORCID: <https://orcid.org/0009-0007-0265-033X>),
  Jessica Gronsbell [aut] (ORCID:
    <https://orcid.org/0000-0002-5360-5869>)
Maintainer: Benjamin Smith <benyamin.smith@mail.utoronto.ca>