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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")

Vignette

• Understanding random forests with randomForestExplainer

Cheatsheets

• A one-page summary

Examples

• Initial vignette for glioblastoma data

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.