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.

Instalation

randomForestExplainer can be installed from CRAN as follows:

install.packages("randomForestExplainer")

To install and load the latest version of randomForestExplainer from Github run:

if (!require(devtools)) install.packages("devtools")
devtools::install_github("MI2DataLab/randomForestExplainer")

library(randomForestExplainer)

Cheatsheets