GitHub - ModelOriented/randomForestExplainer: A set of tools to understand what is happening inside a Random Forest

Folders and files

Name		Name	Last commit message	Last commit date
Latest commit History 89 Commits
.github		.github
R		R
docs		docs
inst		inst
man		man
materials		materials
pkgdown/favicon		pkgdown/favicon
tests		tests
vignettes		vignettes
.Rbuildignore		.Rbuildignore
.gitignore		.gitignore
DESCRIPTION		DESCRIPTION
NAMESPACE		NAMESPACE
NEWS.md		NEWS.md
README.md		README.md
_pkgdown.yml		_pkgdown.yml
cran-comments.md		cran-comments.md
randomForestExplainer.Rproj		randomForestExplainer.Rproj

Repository files navigation

randomForestExplainer

A set of tools to understand what is happening inside a Random Forest. A detailed discussion of the package and importance measures it implements can be found here: Master thesis on randomForestExplainer.

Installation

# the easiest way to get randomForestExplainer is to install it from CRAN:
install.packages("randomForestExplainer")

# Or the the development version from GitHub:
# install.packages("devtools")
devtools::install_github("ModelOriented/randomForestExplainer")