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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.

License

GPL (>= 2)

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install.packages('varSelRF')

Monthly Downloads

506

Version

0.7-9

License

GPL (>= 2)

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Maintainer

Ramon Diaz-Uriarte

Last Published

January 30th, 2026

Functions in varSelRF (0.7-9)

selProbPlot

Selection probability plot for variable importance from random forests
randomVarImpsRF

Variable importances from random forest on permuted class labels
summary.varSelRFBoot

Summary of a varSelRFBoot object
plot.varSelRFBoot

plot a varSelRFBoot object
varSelRFBoot

Bootstrap the variable selection procedure in varSelRF
varSelRF

Variable selection from random forests using OOB error
varSelImpSpecRF

Variable selection using the "importance spectrum"
randomVarImpsRFplot

Plot random random variable importances
plot.varSelRF

Plot a varSelRF object