\name{overlap} \alias{overlap} \title{Calculation of the overlap of soft clusters} \description{This function calculates the overlap of clusters produced by \code{mfuzz}.} \usage{overlap(cl)} \arguments{\item{cl}{object of class \emph{flclust}} } \value{The function generates a matrix of the normalised overlap of soft clusters. The overlap indicates the extent of \dQuote{shared} genes between clusters. For a mathematical definiton of the overlap, see the vignette of the package or the reference below.} \author{Matthias E. Futschik (\url{http://itb.biologie.hu-berlin.de/~futschik})} \references{M.E. Futschik and B. Charlisle, Noise robust clustering of gene expression time-course data, Journal of Bioinformatics and Computational Biology, 3 (4), 965-988, 2005} \examples{ if (interactive()){ data(yeast) # Data pre-processing yeastF <- filter.NA(yeast) yeastF <- fill.NA(yeastF) yeastF <- standardise(yeastF) # Soft clustering and visualisation cl <- mfuzz(yeastF,c=20,m=1.25) mfuzz.plot(yeastF,cl=cl,mfrow=c(4,5)) # Calculation of cluster overlap and visualisation O <- overlap(cl) X11() Ptmp <- overlap.plot(cl,over=O,thres=0.05) } } \keyword{cluster}