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varSelRF

An R package for variable selection using random Forest.

References

Diaz-Uriarte and Alvarez de Andres, 2006, "Gene selection and classification of microarray data using random forest.", BMC Bioinformatics, 2006, 7:3 (with Supplementary Material)

Diaz-Uriarte, 2007, "GeneSrF and varSelRF: a web-based tool and R package for gene selection and classification using random forest." BMC Bioinformatics, 8: 328.

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Install

install.packages('varSelRF')

Monthly Downloads

506

Version

0.7-5

License

GPL (>= 2)

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Maintainer

Ramon Diaz-Uriarte

Last Published

December 14th, 2014

Functions in varSelRF (0.7-5)

randomVarImpsRFplot

Plot random random variable importances
varSelImpSpecRF

Variable selection using the "importance spectrum"
plot.varSelRF

Plot a varSelRF object
varSelRF

Variable selection from random forests using OOB error
varSelRFBoot

Bootstrap the variable selection procedure in varSelRF
summary.varSelRFBoot

Summary of a varSelRFBoot object
plot.varSelRFBoot

plot a varSelRFBoot object
randomVarImpsRF

Variable importances from random forest on permuted class labels
selProbPlot

Selection probability plot for variable importance from random forests