d <- read.table("inp_iris.txt",header=TRUE) ii <- seq(1,150,2) Ldat <- d[ii,1:4] Lgrp <- d[ii,5] Edat <- d[-ii,1:4] Egrp <- d[-ii,5] library(MASS) res1 <-lda(Ldat,Lgrp) res2 <-predict(res1) plot( res2$x, xlim=c(-10,10), ylim=c(-3,3), pch=c(0,1,2)[unclass(Lgrp)], col=c("maroon","blue","red")[unclass(Lgrp)] ) y <- predict(res1,Edat) points( y$x, pch=c(22,21,24)[unclass(Lgrp)], bg=c("maroon","blue","red")[unclass(Egrp)] )