Package: randomForestExplainer
Title: Explaining and Visualizing Random Forests in Terms of Variable
        Importance
Version: 0.11.0
Authors@R: c(
  person("Aleksandra", "Paluszynska", email = "ola.paluszynska@gmail.com", role = c("aut")),
  person("Przemyslaw", "Biecek", email = "przemyslaw.biecek@gmail.com", role = c("aut","ths")),
  person("Michael", "Mayer", email = "mayermichael79@gmail.com", role = c("aut")),
  person("Olivier", "Roy", role = c("aut")),
  person("Yue", "Jiang", email = "rivehill@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-9798-5517"))
  )
Description: A set of tools to help explain which variables are most
        important in a random forests. Various variable importance
        measures are calculated and visualized in different settings in
        order to get an idea on how their importance changes depending
        on our criteria (Hemant Ishwaran and Udaya B. Kogalur and Eiran
        Z. Gorodeski and Andy J. Minn and Michael S. Lauer (2010)
        <doi:10.1198/jasa.2009.tm08622>, Leo Breiman (2001)
        <doi:10.1023/A:1010933404324>).
Depends: R (>= 3.5.0)
License: GPL
Encoding: UTF-8
Imports: data.table (>= 1.10.4), dplyr (>= 0.7.1), DT (>= 0.2), GGally
        (>= 1.3.0), ggplot2 (>= 3.4.0), ggrepel (>= 0.6.5),
        randomForest (>= 4.6.12), ranger(>= 0.9.0), rlang, rmarkdown
        (>= 1.5), tidyr
Suggests: knitr, MASS (>= 7.3.47), testthat
VignetteBuilder: knitr
RoxygenNote: 7.3.0
URL: https://github.com/ModelOriented/randomForestExplainer,
        https://modeloriented.github.io/randomForestExplainer/
Config/testthat/edition: 3
Config/Needs/website: ModelOriented/DrWhyTemplate
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2024-03-22 23:28:05 UTC
RemoteUrl: https://github.com/modeloriented/randomforestexplainer
RemoteRef: HEAD
RemoteSha: c92335e7261fab2687827f095e56d4cf46db0deb
NeedsCompilation: no
Packaged: 2026-07-03 19:51:08 UTC; root
Author: Aleksandra Paluszynska [aut],
  Przemyslaw Biecek [aut, ths],
  Michael Mayer [aut],
  Olivier Roy [aut],
  Yue Jiang [aut, cre] (ORCID: <https://orcid.org/0000-0002-9798-5517>)
Maintainer: Yue Jiang <rivehill@gmail.com>