R package name Brief description
randomForest RandomForest is one of the more popular and implementations of Brieman’s (2001)
random forest method.
https://cran.r-project.org/web/packages/randomForest/index.html
randomForestSRC randomForestSRC provides a unified treatment of Brieman’s (2001) random forest
models applied to regression, classification, and survival analysis problems.
https://cran.r-project.org/web/packages/randomForestSRC/index.html
ggRandomForests This package provides graphical methods for exploring random forest models created using
either the randomForest or randomForestSRC packages.
https://cran.r-project.org/web/packages/ggRandomForests/index.html
ranger This package offers a fast implementation of random forest models for classification,
regression, survival, and probability prediction trees.
https://cran.r-project.org/web/packages/ranger/index.html