Package: ggRandomForests
Type: Package
Title: Visually Exploring Random Forests
Version: 4.0.0
Date: 2026-09-29
Authors@R: person("John", "Ehrlinger",
  role = c("aut", "cre"),
  email = "john.ehrlinger@gmail.com",
  comment = c(ORCID = "0000-0002-5340-5154"))
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
URL: https://github.com/ehrlinger/ggRandomForests,
        https://ehrlinger.github.io/ggRandomForests/
BugReports: https://github.com/ehrlinger/ggRandomForests/issues
Description: Graphic elements for exploring Random Forests using
        'randomForestSRC' and 'randomForest' for survival, regression,
        and classification forests, and 'varPro' for rule-based
        variable priority. Suggests 'randomForestRHF' for hazards with
        time-dependent covariates. Implements visualizations of the
        methods described in Breiman (2001)
        <doi:10.1023/A:1010933404324>, Ishwaran, Kogalur, Blackstone,
        and Lauer (2008) <doi:10.1214/08-AOAS169>, Lu and Ishwaran
        (2024) <doi:10.48550/arXiv.2409.09003>, and Ishwaran, Hsich,
        Kogalur, and Lee (2026) <doi:10.48550/arXiv.2608.21597>.
Depends: R (>= 4.3.0)
Imports: randomForestSRC (>= 3.4.0), randomForest, varPro (>= 3.3.0),
        igraph, survival, tidyr, dplyr, ggplot2, patchwork, stringr
Suggests: bookdown, callr, covr, datasets, ggraph, kernelshap, knitr,
        lintr, magick, MASS, pkgdown, pkgload, quarto, ragg,
        randomForestRHF (>= 2.0.3), RColorBrewer, rmarkdown, testthat,
        vdiffr, withr
VignetteBuilder: quarto
SystemRequirements: Quarto command line tool
        (<https://github.com/quarto-dev/quarto-cli>)
Config/roxygen2/version: 8.1.0
Roxygen: list(markdown = TRUE)
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev
        libxml2-dev libx11-dev
Repository: https://ehrlinger.r-universe.dev
Date/Publication: 2026-10-26 19:56:48 UTC
RemoteUrl: https://github.com/ehrlinger/ggRandomForests
RemoteRef: HEAD
RemoteSha: e7da25c8472c69a265cf376140557b18e66fc88f
NeedsCompilation: no
Packaged: 2026-10-26 23:26:07 UTC; root
Author: John Ehrlinger [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-5340-5154>)
Maintainer: John Ehrlinger <john.ehrlinger@gmail.com>