Make filtered im list from phase 3 im list
makeFilteredImList(D, Q, rm, til, filter.thresh)
D
: binary matrix of events by samplesQ
: penalty matrix of events by samplesrm
: matrix of rules ordered by phase onetil
: im list from phase 3filter.thresh
: minimum percentage of samples assigned to each rule in rsfiltered top im list
library(crso) data(skcm) list2env(skcm.list,envir=globalenv()) Q <- log10(P) rm.full <- buildRuleLibrary(D,rule.thresh = 0.05) # Rule library matrix, dimension: 60 x 71 til.p2 <- makePhaseTwoImList(D,Q,rm.full,k.max = 3, pool.sizes=c(60,20,20),max.stored=100,shouldPrint = FALSE) filtered.im.list <- makeFilteredImList(D,Q,rm.full,til.p2,filter.thresh = 0.05)
Useful links