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

AuthorEric Archer [aut, cre]
MaintainerEric Archer <[email protected]>
LicenseGPL (>= 2)
Version2.1.7
URL https://github.com/EricArcher/rfPermute
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("rfPermute")

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rfPermute documentation built on May 2, 2019, 12:13 p.m.