EricArcher/rfPermute: Estimate Permutation p-Values for Random Forest Importance Metrics

Estimate significance of importance metrics for a Random Forest model by permuting the response variable. Produces null distribution of importance metrics for each predictor variable and p-value of observed. Provides summary and visualization functions for 'randomForest' results.

Getting started

Package details

Maintainer
LicenseGPL (>= 2)
Version2.1.6
URL https://github.com/EricArcher/rfPermute
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("EricArcher/rfPermute")
EricArcher/rfPermute documentation built on Oct. 1, 2018, 7:09 p.m.