Package: rfPermute 2.5.2
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.
Authors:
rfPermute_2.5.2.tar.gz
rfPermute_2.5.2.zip(r-4.5)rfPermute_2.5.2.zip(r-4.4)rfPermute_2.5.2.zip(r-4.3)
rfPermute_2.5.2.tgz(r-4.4-any)rfPermute_2.5.2.tgz(r-4.3-any)
rfPermute_2.5.2.tar.gz(r-4.5-noble)rfPermute_2.5.2.tar.gz(r-4.4-noble)
rfPermute_2.5.2.tgz(r-4.4-emscripten)rfPermute_2.5.2.tgz(r-4.3-emscripten)
rfPermute.pdf |rfPermute.html✨
rfPermute/json (API)
# InstallrfPermute in R: |
install.packages('rfPermute', repos = c('https://ericarcher.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ericarcher/rfpermute/issues
- symb.metab - Symbiodinium type metabolite profiles
Last updated 11 months agofrom:ac6eb2859a
Exports:as.randomForestbalancedSampsizecasePredictionsclassPriorscleanRFdatacombineRPconfusionMatriximportancepctCorrectplotConfMatplotImportanceplotImpPredsplotInbagplotNullplotPredictedProbsplotProximityplotTraceplotVotesrfPermuterfPermuteTutorial
Dependencies:abindclassclassIntcliclueclustercodacolorspacecpp11DBIdeldirdplyre1071fansifarverfBasicsgenericsggplot2ggrepelgluegridExtragssgtableHDIntervaligraphisobandKernSmoothkknnlabelinglatticelifecyclemagrittrMASSMatrixmgcvmodeestmunsellnlmepillarpkgconfigpolyclipproxypurrrR6randomForestRColorBrewerRcpprlangrmutilrpartrunjagss2scalessfspatialspatstat.dataspatstat.geomspatstat.utilsstablestablediststatipstringistringrswfscMisctibbletidyrtidyselecttimeDatetimeSeriesunitsutf8vctrsviridisLitewithrwk