CRAN/E | rfPermute

rfPermute

Estimate Permutation p-Values for Random Forest Importance Metrics

Installation

About

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.

github.com/EricArcher/rfPermute
Bug report File report

Key Metrics

Version 2.5.2
R ≥ 4.0.0
Published 2023-08-23 253 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks rfPermute results

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Maintainer

Maintainer

Eric Archer

eric.archer@noaa.gov

Authors

Eric Archer

aut / cre

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rfPermute archive

Depends

R ≥ 4.0.0

Imports

abind ≥ 1.4
dplyr ≥ 1.0
ggplot2 ≥ 3.3
grDevices
gridExtra
magrittr ≥ 2.0
methods
parallel
randomForest ≥ 4.6
rlang
scales
stats
swfscMisc ≥ 1.5
tibble ≥3.1
tidyr ≥ 1.1
utils

Reverse Imports

banter