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selfreg
2007 Jan 22
0
Recursive-SVM (R-SVM)
...## integer: N fold CV
## "LOO": leave-one-out CV
## "bootstrape": bootstrape CV
## CVnum: number of CVs
## LOO: defined as sample size
## Nfold and bootstrape: user defined, default as sample size
## output: a named list
## Error: a vector of CV error on each level
## SelFreq: a matrix for the frequency of each gene being selected in each level
## with each column corresponds to a level of selection
## and each row for a gene
## The top important gene in each level are those high-freqent ones
RSVM <- function(x, y, ladder, CVtype, CVnum=0 )
{
## check if y is b...