R version 2.9.0 (2009-04-17) Copyright (C) 2009 The R Foundation for Statistical Computing ISBN 3-900051-07-0 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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,1.63673228551732 + ,1.39170490765916 + ,1.30557974427888 + ,0.724131841040338 + ,1.25083713135142 + ,1.02172111183027 + ,1.16880935867111 + ,1.35117776130808 + ,0.787257337297385 + ,1.27925671064977) + ,dim=c(16 + ,186) + ,dimnames=list(c('CONNECTED' + ,'SEPARATE' + ,'PRACTICE' + ,'CRITICAL' + ,'SOCIAL' + ,'TUTOR' + ,'PEER' + ,'COMMUNICA' + ,'INFQUAL' + ,'SYSQUAL' + ,'USEFUL' + ,'EASEOFUSE' + ,'RELADV' + ,'INTENTION' + ,'CONSTRUCT' + ,'EXAM') + ,1:186)) > y <- array(NA,dim=c(16,186),dimnames=list(c('CONNECTED','SEPARATE','PRACTICE','CRITICAL','SOCIAL','TUTOR','PEER','COMMUNICA','INFQUAL','SYSQUAL','USEFUL','EASEOFUSE','RELADV','INTENTION','CONSTRUCT','EXAM'),1:186)) > for (i in 1:dim(x)[1]) + { + for (j in 1:dim(x)[2]) + { + y[i,j] <- as.numeric(x[i,j]) + } + } > par2 = 'No' > par1 = '16' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Dr. Ian E. Holliday > #To cite this work: Ian E. Holliday, 2009, YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: > #Technical description: > library(rpart) > library(partykit) Loading required package: grid Loading required package: mvtnorm > par1 <- as.numeric(par1) > autoprune <- function ( tree, method='Minimum CV'){ + xerr <- tree$cptable[,'xerror'] + cpmin.id <- which.min(xerr) + if (method == 'Minimum CV Error plus 1 SD'){ + xstd <- tree$cptable[,'xstd'] + errt <- xerr[cpmin.id] + xstd[cpmin.id] + cpSE1.min <- which.min( errt < xerr ) + mycp <- (tree$cptable[,'CP'])[cpSE1.min] + } + if (method == 'Minimum CV') { + mycp <- (tree$cptable[,'CP'])[cpmin.id] + } + return (mycp) + } > conf.multi.mat <- function(true, new) + { + if ( all( is.na(match( levels(true),levels(new) ) )) ) + stop ( 'conflict of vector levels') + multi.t <- list() + for (mylev in levels(true) ) { + true.tmp <- true + new.tmp <- new + left.lev <- levels (true.tmp)[- match(mylev,levels(true) ) ] + levels(true.tmp) <- list ( mylev = mylev, all = left.lev ) + levels(new.tmp) <- list ( mylev = mylev, all = left.lev ) + curr.t <- conf.mat ( true.tmp , new.tmp ) + multi.t[[mylev]] <- curr.t + multi.t[[mylev]]$precision <- + round( curr.t$conf[1,1] / sum( curr.t$conf[1,] ), 2 ) + } + return (multi.t) + } > x <- t(y) > k <- length(x[1,]) > n <- length(x[,1]) > x1 <- cbind(x[,par1], x[,1:k!=par1]) > mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1]) > colnames(x1) <- mycolnames #colnames(x)[par1] > m <- rpart(as.data.frame(x1)) > par2 [1] "No" > if (par2 != 'No') { + mincp <- autoprune(m,method=par2) + print(mincp) + m <- prune(m,cp=mincp) + } > m$cptable CP nsplit rel error xerror xstd 1 0.87635491 0 1.00000000 1.00720371 0.064690037 2 0.08129399 1 0.12364509 0.12566325 0.012241691 3 0.01000000 2 0.04235111 0.04813456 0.008915368 > postscript(file="/var/www/html/rcomp/tmp/1s7gu1276370862.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(as.party(m),tp_args=list(id=FALSE)) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2s7gu1276370862.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plotcp(m) > dev.off() null device 1 > cbind(y=m$y,pred=predict(m),res=residuals(m)) y pred res 1 1.32728489 1.3203358 0.006949085 2 -0.38719383 -0.3927221 0.005528227 3 1.50012572 1.3203358 0.179789911 4 -0.41970476 -0.3927221 -0.026982701 5 -0.38252542 -0.3927221 0.010196637 6 1.59481064 1.3203358 0.274474836 7 -0.36065625 -0.3927221 0.032065806 8 1.52493241 1.3203358 0.204596603 9 1.54540614 1.3203358 0.225070330 10 1.32538004 1.3203358 0.005044230 11 1.58100433 1.3203358 0.260668521 12 -0.41993827 -0.3927221 -0.027216209 13 1.45705027 1.3203358 0.136714466 14 1.44430395 1.3203358 0.123968148 15 0.40196332 1.3203358 -0.918372488 16 -0.35726010 -0.3927221 0.035461954 17 1.47271214 1.3203358 0.152376334 18 -0.30739096 -0.3927221 0.085331099 19 -0.34977876 -0.3927221 0.042943299 20 1.16249079 1.3203358 -0.157845020 21 -0.42097275 -0.3927221 -0.028250689 22 -0.45179487 -0.3927221 -0.059072811 23 1.20710484 1.3203358 -0.113230971 24 1.51796628 1.3203358 0.197630478 25 1.23266622 1.3203358 -0.087669588 26 1.20495242 1.3203358 -0.115383390 27 -0.37193587 -0.3927221 0.020786192 28 1.10565458 1.3203358 -0.214681230 29 1.19982033 1.3203358 -0.120515480 30 -0.18345655 -0.3927221 0.209265504 31 1.52886231 1.3203358 0.208526502 32 1.38582425 1.3203358 0.065488442 33 -0.15861872 -0.3927221 0.234103334 34 1.46249228 1.3203358 0.142156474 35 -0.37586501 -0.3927221 0.016857048 36 -0.39584256 -0.3927221 -0.003120505 37 1.25893028 1.3203358 -0.061405528 38 -0.41271745 -0.3927221 -0.019995395 39 1.52131928 1.3203358 0.200983475 40 -0.44372017 -0.3927221 -0.050998115 41 1.04075684 1.3203358 -0.279578968 42 1.29270808 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0.001240010 96 1.39805735 1.3203358 0.077721544 97 1.58936830 1.3203358 0.269032494 98 1.32961222 1.3203358 0.009276415 99 1.51991131 1.3203358 0.199575504 100 1.24411656 1.3203358 -0.076219241 101 1.26305238 1.3203358 -0.057283428 102 -1.33779342 -1.1136630 -0.224130386 103 -1.45084054 -1.1136630 -0.337177510 104 -1.05718530 -1.1136630 0.056477727 105 -0.50438707 -0.3927221 -0.111665015 106 -0.50457892 -0.3927221 -0.111856859 107 -0.31813302 -0.3927221 0.074589035 108 -1.28394447 -1.1136630 -0.170281437 109 -0.39975917 -0.3927221 -0.007037108 110 -1.13252628 -1.1136630 -0.018863254 111 -1.36220460 -1.1136630 -0.248541572 112 -1.31017723 -1.1136630 -0.196514202 113 -0.36621541 -0.3927221 0.026506653 114 -0.43599426 -0.3927221 -0.043272202 115 -1.16438520 -1.1136630 -0.050722168 116 -1.09115148 -1.1136630 0.022511550 117 -0.35987755 -0.3927221 0.032844507 118 -0.98920224 -1.1136630 0.124460790 119 -1.49876495 -1.1136630 -0.385101925 120 -0.77354274 -1.1136630 0.340120292 121 -1.24232141 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-0.202510891 147 -0.68649963 -1.1136630 0.427163401 148 -0.42841286 -0.3927221 -0.035690797 149 -0.36962858 -0.3927221 0.023093475 150 -1.29711787 -1.1136630 -0.183454844 151 -0.34019845 -0.3927221 0.052523610 152 -0.55131165 -0.3927221 -0.158589595 153 -0.86249851 -1.1136630 0.251164524 154 -0.42373112 -0.3927221 -0.031009059 155 -0.74537077 -1.1136630 0.368292256 156 -1.25538512 -1.1136630 -0.141722092 157 -1.04195755 -1.1136630 0.071705476 158 -0.46694659 -0.3927221 -0.074224530 159 -0.93084368 -1.1136630 0.182819350 160 -0.53952327 -0.3927221 -0.146801212 161 -0.94662759 -1.1136630 0.167035437 162 -0.41908737 -0.3927221 -0.026365315 163 -0.94783199 -1.1136630 0.165831040 164 -0.33056808 -0.3927221 0.062153975 165 -1.20742078 -1.1136630 -0.093757749 166 -1.17695331 -1.1136630 -0.063290284 167 -0.93029516 -1.1136630 0.183367873 168 -0.93618629 -1.1136630 0.177476739 169 -0.42809151 -0.3927221 -0.035369451 170 -1.27953208 -1.1136630 -0.165869052 171 -1.02766568 -1.1136630 0.085997353 172 -0.47711747 -0.3927221 -0.084395407 173 -0.54117523 -0.3927221 -0.148453171 174 -0.35610134 -0.3927221 0.036620719 175 -0.46913852 -0.3927221 -0.076416461 176 -0.99776553 -1.1136630 0.115897497 177 -0.47079561 -0.3927221 -0.078073554 178 -0.50569657 -0.3927221 -0.112974508 179 -0.52426574 -0.3927221 -0.131543685 180 -0.51555539 -0.3927221 -0.122833336 181 -0.51532042 -0.3927221 -0.122598360 182 -0.37086798 -0.3927221 0.021854075 183 -0.87992312 -1.1136630 0.233739909 184 1.12620485 1.3203358 -0.194130958 185 -0.40502244 -0.3927221 -0.012300386 186 1.27925671 1.3203358 -0.041079095 > myr <- residuals(m) > myp <- predict(m) > postscript(file="/var/www/html/rcomp/tmp/3lgfw1276370862.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- par(mfrow=c(2,2)) > plot(myr,ylab='residuals') > plot(density(myr),main='Residual Kernel Density') > plot(myp,myr,xlab='predicted',ylab='residuals',main='Predicted vs Residuals') > plot(density(myp),main='Prediction Kernel Density') > par(op) > dev.off() null device 1 > > #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/html/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Model Performance',6,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'#',header=TRUE) > a<-table.element(a,'Complexity',header=TRUE) > a<-table.element(a,'split',header=TRUE) > a<-table.element(a,'relative error',header=TRUE) > a<-table.element(a,'CV error',header=TRUE) > a<-table.element(a,'CV S.D.',header=TRUE) > a<-table.row.end(a) > for (i in 1:length(m$cptable[,1])) { + a<-table.row.start(a) + a<-table.element(a,i,header=TRUE) + a<-table.element(a,round(m$cptable[i,'CP'],3)) + a<-table.element(a,m$cptable[i,'nsplit']) + a<-table.element(a,round(m$cptable[i,'rel error'],3)) + a<-table.element(a,round(m$cptable[i,'xerror'],3)) + a<-table.element(a,round(m$cptable[i,'xstd'],3)) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/html/rcomp/tmp/46yel1276370862.tab") > > try(system("convert tmp/1s7gu1276370862.ps tmp/1s7gu1276370862.png",intern=TRUE)) character(0) > try(system("convert tmp/2s7gu1276370862.ps tmp/2s7gu1276370862.png",intern=TRUE)) character(0) > try(system("convert tmp/3lgfw1276370862.ps tmp/3lgfw1276370862.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 4.065 0.518 5.948