library(lattice) library(mlbench) data(BreastCancer) data <- na.omit(BreastCancer) n <- dim(data)[1] p <- dim(data)[2] X <- matrix(unlist(data[,2:10]),n,p)+runif(n=dim(X)[1]) name <- data[,11] c.obj <- cmdscale(dist(X),k=3) c.obj <- sammon(dist(X),k=3)$points c.obj <- isoMDS(dist(X),k=3)$points y <- c(c.obj[,2],c.obj[,3],c.obj[,3]) x <- c(c.obj[,1],c.obj[,1],c.obj[,2]) panl <- rep(c("1 vs 2","1 vs 3","2 vs 3"),each=n) xyplot(y~x|panl,groups=rep(name,times=3),pch=16,col=1:6)