rfUtilities: Random Forests Model Selection and Performance Evaluation

Utilities for Random Forest model selection, class balance correction, significance test, cross validation and partial dependency plots.

AuthorJeffrey S. Evans [cre, aut], Melanie A. Murphy [ctb]
Date of publication2016-04-27 13:31:07
MaintainerJeffrey S. Evans <jeffrey_evans@tnc.org>
LicenseGPL-3
Version2.0-0
http://cran.r-project.org/package=rfUtilities

View on CRAN

Functions

accuracy Man page
multi.collinear Man page
occurrence.threshold Man page
plot.occurrence.threshold Man page
plot.rf.cv Man page
plot.rf.modelSel Man page
plot.significance Man page
print.accuracy Man page
print.occurrence.threshold Man page
print.rf.cv Man page
print.rf.modelSel Man page
print.significance Man page
rf.classBalance Man page
rf.class.sensitivity Man page
rf.crossValidation Man page
rf.imp.freq Man page
rf.modelSel Man page
rf.partial.ci Man page
rf.partial.prob Man page
rf.regression.fit Man page
rf.significance Man page
rfu.news Man page
summary.accuracy Man page
summary.occurrence.threshold Man page
summary.rf.cv Man page
summary.rf.modelSel Man page
summary.significance Man page

Files

rfUtilities
rfUtilities/inst
rfUtilities/inst/CITATION
rfUtilities/inst/NEWS
rfUtilities/NAMESPACE
rfUtilities/R
rfUtilities/R/print.occurrence.threshold.R rfUtilities/R/summary.rf.modelSel.R rfUtilities/R/rf.classBalance.R rfUtilities/R/print.rf.modelSel.R rfUtilities/R/summary.occurrence.threshold.R rfUtilities/R/rf.class.sensitivity.R rfUtilities/R/rf.imp.freq.R rfUtilities/R/plot.rf.modelSel.R rfUtilities/R/summary.rf.cv.R rfUtilities/R/print.rf.cv.R rfUtilities/R/print.rf.fit.R rfUtilities/R/plot.rf.cv.R rfUtilities/R/plot.occurrence.threshold.R rfUtilities/R/rf.partial.ci.R rfUtilities/R/summary.significance.R rfUtilities/R/occurrence.threshold.R rfUtilities/R/plot.significance.R rfUtilities/R/summary.accuracy.R rfUtilities/R/print.significance.R rfUtilities/R/rf.significance.R rfUtilities/R/rf.partial.prob.R rfUtilities/R/rf.modelSel.R rfUtilities/R/accuracy.R rfUtilities/R/multi.collinear.R rfUtilities/R/zzz.R rfUtilities/R/rf.regression.fit.R rfUtilities/R/rfu.news.R rfUtilities/R/rf.crossValidation.R rfUtilities/R/print.accuracy.R
rfUtilities/MD5
rfUtilities/DESCRIPTION
rfUtilities/man
rfUtilities/man/rf.imp.freq.Rd rfUtilities/man/accuracy.Rd rfUtilities/man/print.rf.modelSel.Rd rfUtilities/man/print.rf.cv.Rd rfUtilities/man/rf.crossValidation.Rd rfUtilities/man/occurrence.threshold.Rd rfUtilities/man/rf.modelSel.Rd rfUtilities/man/summary.accuracy.Rd rfUtilities/man/plot.occurrence.threshold.Rd rfUtilities/man/summary.significance.Rd rfUtilities/man/summary.rf.modelSel.Rd rfUtilities/man/summary.occurrence.threshold.Rd rfUtilities/man/print.significance.Rd rfUtilities/man/plot.significance.Rd rfUtilities/man/print.accuracy.Rd rfUtilities/man/print.occurrence.threshold.Rd rfUtilities/man/summary.rf.cv.Rd rfUtilities/man/rf.partial.ci.Rd rfUtilities/man/rf.significance.Rd rfUtilities/man/plot.rf.cv.Rd rfUtilities/man/rf.classBalance.Rd rfUtilities/man/multi.collinear.Rd rfUtilities/man/plot.rf.modelSel.Rd rfUtilities/man/rf.regression.fit.Rd rfUtilities/man/rf.class.sensitivity.Rd rfUtilities/man/rfu.news.Rd rfUtilities/man/rf.partial.prob.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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