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

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Files in this package

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

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