Elizabeth McClellan
2008-Sep-26 16:38 UTC
[R] issue with varSel.svm.rfe in package MCRestimate
Hello all, I would like to perform SVM-RFE (Guyon et al. 2002) in R and have only found one implementation of this algorithm. The function belongs to the MCRestimate package but when I try to use it I encounter a problem - the function appears to be missing a required package or other function that I simply cannot find available anywhere. Here is my session info followed by a simple example with the error message I receive when using the function varSel.svm.rfe:> sessionInfo()R version 2.7.1 (2008-06-23) i386-pc-mingw32 locale: LC_COLLATE=English_United States.1252;LC_CTYPE=English_United States.1252;LC_MONETARY=English_United States.1252;LC_NUMERIC=C;LC_TIME=English_United States.1252 attached base packages: [1] tools splines stats graphics grDevices utils datasets [8] methods base other attached packages: [1] MCRestimate_1.4.0 Biobase_2.0.1 randomForest_4.5-25 [4] pamr_1.38.0 survival_2.34-1 cluster_1.11.11 [7] e1071_1.5-18 class_7.2-42 RColorBrewer_1.0-2> > m<-matrix(c(1:16),4,4) > classes<-c(1,1,0,0) > varSel.svm.rfe(m,classes)Loading required package: rfe Error in varSel.svm.rfe(m, classes) : could not find function "rfe.cv" In addition: Warning message: In library(package, lib.loc = lib.loc, character.only = TRUE, logical.return = TRUE, : there is no package called 'rfe' Thanks in advance for any help/suggestions, Elizabeth McClellan elizabethmcclellan@gmail.com -- Ms. Elizabeth McClellan Research Assistant Department of Statistical Science Southern Methodist University [[alternative HTML version deleted]]
Elizabeth McClellan
2009-Mar-02 04:15 UTC
[R] issue with varSel.svm.rfe in package MCRestimate
Unfortunately no one ever answered my question and I was never able to implement the varSel.svm.rfe function in R. I found a 2005 book that mentions the RFE package: Analyzing Microarray Gene Expression Data, Chapter 6.13.4<http://books.google.com/books?id=gt8JNQfpnMIC&pg=PA206&lpg=PA206&dq=> but the link does not work so I searched the name Ambroise and came up with this site: Christophe Ambroise<http://stat.genopole.cnrs.fr/dw/~cambroise/doku.php?id=softwares:softwares> . Towards the bottom of the page you'll find links to packages that are supposed to carry out RFE - you might try RMagpie<http://www.maths.uq.edu.au/bioinformatics/rmagpie.html> . I have not yet attempted to use this package. Elizabeth On Fri, Sep 26, 2008 at 10:38 AM, Elizabeth McClellan < elizabethmcclellan@gmail.com> wrote:> Hello all, > > I would like to perform SVM-RFE (Guyon et al. 2002) in R and have only > found one implementation of this algorithm. The function belongs > to the MCRestimate package but when I try to use it I encounter a problem > - the function appears to be missing a required package or other function > that I simply cannot find available anywhere. > > Here is my session info followed by a simple example with the error message > I receive when using the function varSel.svm.rfe: > > > sessionInfo() > R version 2.7.1 (2008-06-23) > i386-pc-mingw32 > locale: > LC_COLLATE=English_United States.1252;LC_CTYPE=English_United > States.1252;LC_MONETARY=English_United > States.1252;LC_NUMERIC=C;LC_TIME=English_United States.1252 > attached base packages: > [1] tools splines stats graphics grDevices utils datasets > [8] methods base > other attached packages: > [1] MCRestimate_1.4.0 Biobase_2.0.1 randomForest_4.5-25 > [4] pamr_1.38.0 survival_2.34-1 cluster_1.11.11 > [7] e1071_1.5-18 class_7.2-42 RColorBrewer_1.0-2 > > > > m<-matrix(c(1:16),4,4) > > classes<-c(1,1,0,0) > > varSel.svm.rfe(m,classes) > Loading required package: rfe > Error in varSel.svm.rfe(m, classes) : could not find function "rfe.cv" > In addition: Warning message: > In library(package, lib.loc = lib.loc, character.only = TRUE, > logical.return = TRUE, : > there is no package called 'rfe' > > Thanks in advance for any help/suggestions, > Elizabeth McClellan > elizabethmcclellan@gmail.com > > > -- > Ms. Elizabeth McClellan > Research Assistant > Department of Statistical Science > Southern Methodist University >-- Ms. Elizabeth McClellan Research Assistant Department of Statistical Science Southern Methodist University [[alternative HTML version deleted]]
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