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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

install.packages('varSelRF')

Monthly Downloads

621

Version

0.7-8

License

GPL (>= 2)

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Last Published

July 10th, 2017

Functions in varSelRF (0.7-8)

plot.varSelRF

Plot a varSelRF object
plot.varSelRFBoot

plot a varSelRFBoot object
randomVarImpsRF

Variable importances from random forest on permuted class labels
randomVarImpsRFplot

Plot random random variable importances
varSelRFBoot

Bootstrap the variable selection procedure in varSelRF
varSelImpSpecRF

Variable selection using the "importance spectrum"
varSelRF

Variable selection from random forests using OOB error
selProbPlot

Selection probability plot for variable importance from random forests
summary.varSelRFBoot

Summary of a varSelRFBoot object