R version 3.2.2 (2015-08-14) -- "Fire Safety" Copyright (C) 2015 The R Foundation for Statistical Computing Platform: x86_64-pc-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. 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> par1 = 'ward' > ylab = 'height' > xlab = 'cases' > main = 'Dendrogram' > par4 <- 'FALSE' > par3 <- 'FALSE' > par2 <- '20' > par1 <- 'ward' > #'GNU S' R Code compiled by R2WASP v. 1.2.291 () > #Author: root > #To cite this work: Wessa, P., (2012), Hierarchical Clustering (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_hierarchicalclustering.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > # > par3 <- as.logical(par3) > par4 <- as.logical(par4) > if (par3 == 'TRUE'){ + dum = xlab + xlab = ylab + ylab = dum + } > x <- t(y) > hc <- hclust(dist(x),method=par1) The "ward" method has been renamed to "ward.D"; note new "ward.D2" > d <- as.dendrogram(hc) > str(d) --[dendrogram w/ 2 branches and 51 members at h = 13.8] |--[dendrogram w/ 2 branches and 13 members at h = 3.25] | |--[dendrogram w/ 2 branches and 7 members at h = 1.39] | | |--[dendrogram w/ 2 branches and 4 members at h = 0.951] | | | |--[dendrogram w/ 2 branches and 2 members at h = 0.529] | | | | |--leaf "5" | | | | `--leaf "6" | | | `--[dendrogram w/ 2 branches and 2 members at h = 0.838] | | | |--leaf "7" | | | `--leaf "11" | | `--[dendrogram w/ 2 branches and 3 members at h = 1.01] | | |--leaf "12" | | `--[dendrogram w/ 2 branches and 2 members at h = 0.789] | | |--leaf "10" | | `--leaf "13" | `--[dendrogram w/ 2 branches and 6 members at h = 1.96] | |--[dendrogram w/ 2 branches and 2 members at h = 1.26] | | |--leaf "8" | | `--leaf "49" | `--[dendrogram w/ 2 branches and 4 members at h = 1.88] | |--leaf "9" | `--[dendrogram w/ 2 branches and 3 members at h = 1.1] | |--leaf "51" | `--[dendrogram w/ 2 branches and 2 members at h = 0.5] | |--leaf "48" | `--leaf "50" `--[dendrogram w/ 2 branches and 38 members at h = 9.19] |--[dendrogram w/ 2 branches and 16 members at h = 2.69] | |--[dendrogram w/ 2 branches and 10 members at h = 1.34] | | |--[dendrogram w/ 2 branches and 2 members at h = 0.624] | | | |--leaf "17" | | | `--leaf "18" | | `--[dendrogram w/ 2 branches and 8 members at h = 1.04] | | |--[dendrogram w/ 2 branches and 3 members at h = 0.829] | | | |--leaf "23" | | | `--[dendrogram w/ 2 branches and 2 members at h = 0.473] | | | |--leaf "15" | | | `--leaf "20" | | `--[dendrogram w/ 2 branches and 5 members at h = 0.976] | | |--[dendrogram w/ 2 branches and 2 members at h = 0.634] | | | |--leaf "22" | | | `--leaf "24" | | `--[dendrogram w/ 2 branches and 3 members at h = 0.763] | | |--leaf "21" | | `--[dendrogram w/ 2 branches and 2 members at h = 0.473] | | |--leaf "16" | | `--leaf "31" | `--[dendrogram w/ 2 branches and 6 members at h = 1.51] | |--[dendrogram w/ 2 branches and 2 members at h = 0.684] | | |--leaf "25" | | `--leaf "26" | `--[dendrogram w/ 2 branches and 4 members at h = 1] | |--leaf "30" | `--[dendrogram w/ 2 branches and 3 members at h = 0.582] | |--leaf "29" | `--[dendrogram w/ 2 branches and 2 members at h = 0.33] | |--leaf "27" | `--leaf "28" `--[dendrogram w/ 2 branches and 22 members at h = 3.95] |--[dendrogram w/ 2 branches and 10 members at h = 2.38] | |--[dendrogram w/ 2 branches and 6 members at h = 0.983] | | |--[dendrogram w/ 2 branches and 3 members at h = 0.673] | | | |--leaf "42" | | | `--[dendrogram w/ 2 branches and 2 members at h = 0.66] | | | |--leaf "43" | | | `--leaf "47" | | `--[dendrogram w/ 2 branches and 3 members at h = 0.745] | | |--leaf "44" | | `--[dendrogram w/ 2 branches and 2 members at h = 0] | | |--leaf "45" | | `--leaf "46" | `--[dendrogram w/ 2 branches and 4 members at h = 1.01] | |--leaf "41" | `--[dendrogram w/ 2 branches and 3 members at h = 0.693] | |--leaf "40" | `--[dendrogram w/ 2 branches and 2 members at h = 0.33] | |--leaf "38" | `--leaf "39" `--[dendrogram w/ 2 branches and 12 members at h = 2.48] |--[dendrogram w/ 2 branches and 7 members at h = 1.23] | |--[dendrogram w/ 2 branches and 3 members at h = 0.528] | | |--leaf "37" | | `--[dendrogram w/ 2 branches and 2 members at h = 0.414] | | |--leaf "35" | | `--leaf "36" | `--[dendrogram w/ 2 branches and 4 members at h = 1.03] | |--leaf "1" | `--[dendrogram w/ 2 branches and 3 members at h = 0.591] | |--leaf "32" | `--[dendrogram w/ 2 branches and 2 members at h = 0.33] | |--leaf "33" | `--leaf "34" `--[dendrogram w/ 2 branches and 5 members at h = 1.44] |--[dendrogram w/ 2 branches and 2 members at h = 0.981] | |--leaf "2" | `--leaf "4" `--[dendrogram w/ 2 branches and 3 members at h = 1.29] |--leaf "3" `--[dendrogram w/ 2 branches and 2 members at h = 0.803] |--leaf "14" `--leaf "19" > mysub <- paste('Method: ',par1) > postscript(file="/var/wessaorg/rcomp/tmp/18phu1447953977.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > if (par4 == 'TRUE'){ + plot(d,main=main,ylab=ylab,xlab=xlab,horiz=par3, nodePar=list(pch = c(1,NA), cex=0.8, lab.cex = 0.8),type='t',center=T, sub=mysub) + } else { + plot(d,main=main,ylab=ylab,xlab=xlab,horiz=par3, nodePar=list(pch = c(1,NA), cex=0.8, lab.cex = 0.8), sub=mysub) + } > dev.off() null device 1 > if (par2 != 'ALL'){ + if (par3 == 'TRUE'){ + ylab = 'cluster' + } else { + xlab = 'cluster' + } + par2 <- as.numeric(par2) + memb <- cutree(hc, k = par2) + cent <- NULL + for(k in 1:par2){ + cent <- rbind(cent, colMeans(x[memb == k, , drop = FALSE])) + } + hc1 <- hclust(dist(cent),method=par1, members = table(memb)) + de <- as.dendrogram(hc1) + postscript(file="/var/wessaorg/rcomp/tmp/2uz9q1447953977.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + if (par4 == 'TRUE'){ + plot(de,main=main,ylab=ylab,xlab=xlab,horiz=par3, nodePar=list(pch = c(1,NA), cex=0.8, lab.cex = 0.8),type='t',center=T, sub=mysub) + } else { + plot(de,main=main,ylab=ylab,xlab=xlab,horiz=par3, nodePar=list(pch = c(1,NA), cex=0.8, lab.cex = 0.8), sub=mysub) + } + dev.off() + str(de) + } The "ward" method has been renamed to "ward.D"; note new "ward.D2" --[dendrogram w/ 2 branches and 20 members at h = 6.81] |--[dendrogram w/ 2 branches and 7 members at h = 2.27] | |--[dendrogram w/ 2 branches and 3 members at h = 1.2] | | |--leaf 19 | | `--[dendrogram w/ 2 branches and 2 members at h = 0.915] | | |--leaf 18 | | `--leaf 20 | `--[dendrogram w/ 2 branches and 4 members at h = 1.56] | |--leaf 6 | `--[dendrogram w/ 2 branches and 3 members at h = 1.33] | |--leaf 5 | `--[dendrogram w/ 2 branches and 2 members at h = 0.711] | |--leaf 4 | `--leaf 7 `--[dendrogram w/ 2 branches and 13 members at h = 3.41] |--[dendrogram w/ 2 branches and 6 members at h = 1.24] | |--[dendrogram w/ 2 branches and 2 members at h = 0.82] | | |--leaf 12 | | `--leaf 13 | `--[dendrogram w/ 2 branches and 4 members at h = 1.01] | |--leaf 1 | `--[dendrogram w/ 2 branches and 3 members at h = 0.78] | |--leaf 11 | `--[dendrogram w/ 2 branches and 2 members at h = 0.508] | |--leaf 9 | `--leaf 10 `--[dendrogram w/ 2 branches and 7 members at h = 1.46] |--[dendrogram w/ 2 branches and 3 members at h = 1.19] | |--leaf 3 | `--[dendrogram w/ 2 branches and 2 members at h = 0.818] | |--leaf 16 | `--leaf 17 `--[dendrogram w/ 2 branches and 4 members at h = 1.21] |--leaf 2 `--[dendrogram w/ 2 branches and 3 members at h = 0.857] |--leaf 8 `--[dendrogram w/ 2 branches and 2 members at h = 0.581] |--leaf 14 `--leaf 15 > > #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Summary of Dendrogram',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Label',header=TRUE) > a<-table.element(a,'Height',header=TRUE) > a<-table.row.end(a) > num <- length(x[,1])-1 > for (i in 1:num) + { + a<-table.row.start(a) + a<-table.element(a,hc$labels[i]) + a<-table.element(a,hc$height[i]) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/3ludb1447953977.tab") > if (par2 != 'ALL'){ + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Summary of Cut Dendrogram',2,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'Label',header=TRUE) + a<-table.element(a,'Height',header=TRUE) + a<-table.row.end(a) + num <- par2-1 + for (i in 1:num) + { + a<-table.row.start(a) + a<-table.element(a,i) + a<-table.element(a,hc1$height[i]) + a<-table.row.end(a) + } + a<-table.end(a) + table.save(a,file="/var/wessaorg/rcomp/tmp/4alff1447953977.tab") + } > > try(system("convert tmp/18phu1447953977.ps tmp/18phu1447953977.png",intern=TRUE)) character(0) > try(system("convert tmp/2uz9q1447953977.ps tmp/2uz9q1447953977.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 1.105 0.186 1.295