ggRandomForests: Visually Exploring Random Forests

Graphic elements for exploring Random Forests using the 'randomForest' or 'randomForestSRC' package for survival, regression and classification forests and 'ggplot2' package plotting. Implements visualisations of the methods described in Breiman (2001) <doi:10.1023/A:1010933404324> and Ishwaran, Kogalur, Blackstone, and Lauer (2008) <doi:10.1214/08-AOAS169>.

Package details

AuthorJohn Ehrlinger [aut, cre]
MaintainerJohn Ehrlinger <john.ehrlinger@gmail.com>
LicenseMIT + file LICENSE
Version2.7.3
URL https://github.com/ehrlinger/ggRandomForests https://ehrlinger.github.io/ggRandomForests/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ggRandomForests")

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ggRandomForests documentation built on May 12, 2026, 5:07 p.m.