Package: rfPermute
Type: Package
Title: Estimate Permutation p-Values for Random Forest Importance
        Metrics
Description: 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.
Version: 2.5.4
Authors@R: c(
  EA = person("Eric", "Archer", email = "eric.archer@noaa.gov", role = c("aut", "cre")))
URL: https://github.com/EricArcher/rfPermute
BugReports: https://github.com/EricArcher/rfPermute/issues
Depends: R (>= 4.1.0)
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
Collate: rfPermute-package.R dataSets.R internals.R rfPermute.R
        summary.R importance.R combineRP.R classPriors.R
        confusionMatrix.R casePredictions.R pctCorrect.R plotInbag.R
        plotImpPreds.R plotNull.R plotPredictedProbs.R plotProximity.R
        plotTrace.R plotVotes.R balancedSampsize.R cleanRFdata.R
LazyData: TRUE
License: GPL (>= 2)
Encoding: UTF-8
RoxygenNote: 7.3.2
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        libglpk-dev libicu-dev libxml2-dev libssl-dev libproj-dev
        libsqlite3-dev libudunits2-dev
Repository: https://swfsc.r-universe.dev
Date/Publication: 2025-03-25 17:49:20 UTC
RemoteUrl: https://github.com/swfsc/rfpermute
RemoteRef: HEAD
RemoteSha: 6fac6a65007e534cc3422f5dc2eb1877bad42949
NeedsCompilation: no
Packaged: 2026-06-11 09:39:47 UTC; root
Author: Eric Archer [aut, cre]
Maintainer: Eric Archer <eric.archer@noaa.gov>