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

Abstract

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.

Identifiers

DOI

10.32614/cran.package.rfpermute

Citations and references