Rev 6302 | Blame | Compare with Previous | Last modification | View Log | Download | RSS feed
R version 2.15.0 (2012-03-30)Copyright (C) 2012 The R Foundation for Statistical ComputingISBN 3-900051-07-0Platform: x86_64-unknown-linux-gnu (64-bit)R is free software and comes with ABSOLUTELY NO WARRANTY.You are welcome to redistribute it under certain conditions.Type 'license()' or 'licence()' for distribution details.R is a collaborative project with many contributors.Type 'contributors()' for more information and'citation()' on how to cite R or R packages in publications.Type 'demo()' for some demos, 'help()' for on-line help, or'help.start()' for an HTML browser interface to help.Type 'q()' to quit R.> library(rpart)> mystate <- data.frame(state.x77, region=factor(state.region))> names(mystate) <- c("population","income" , "illiteracy","life" ,+ "murder", "hs.grad", "frost", "area", "region")> #> # This little test came out of a query that cp did not scale> # with the data size. It does> #> # tdata = 20 copies of "mystate"> # trees with tdata and trees with mystate should be the same (they are)> # except for the n's> tdata <- rbind(mystate, mystate, mystate, mystate, mystate)> tdata <- rbind(tdata, tdata, tdata, tdata)> tfit1 <- rpart(income ~ population + illiteracy + murder + hs.grad + region,+ data = mystate, method = "anova", xval=0, cp=.089)> tfit2 <- rpart(income ~ population + illiteracy + murder + hs.grad + region,+ data = tdata, method='anova', xval=0, cp=.089,+ minsplit=400, minbucket=140)>> all.equal(tfit1$splits[,-1], tfit2$splits[,-1])[1] TRUE>>> proc.time()user system elapsed0.237 0.049 0.324