R version 2.8.0 (2008-10-20) Copyright (C) 2008 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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,-0.368425599879591 + ,-0.466096600587418 + ,-0.329732266518501 + ,-0.755350777705227 + ,-0.655584294507986 + ,-0.37228384553536 + ,-0.486332164924849 + ,-0.603920840246379 + ,-0.471576682702204 + ,-0.551419072258858 + ,-0.376314990062576 + ,-0.298899322933669 + ,-0.284959800769893 + ,-0.345076934419993 + ,-0.288544648812596 + ,-0.372561302354108 + ,-0.410360650809927 + ,-0.341969797107633 + ,-0.983459486074041 + ,-1.15817693332461 + ,-1.17122491765911 + ,-1.1915404041861 + ,-1.17401826984394 + ,-1.1776608223664 + ,-1.1873108377462 + ,-1.18397620019804 + ,-1.16708059110789 + ,-1.07409515632769 + ,-1.13114515165009 + ,-1.15836012453936 + ,-1.17517361454251 + ,-1.19003464655909 + ,-1.21903582455619 + ,-0.730406957736437 + ,-1.37779494714159) + ,dim=c(16 + ,170) + ,dimnames=list(c('CONNECTED' + ,'SEPARATE' + ,'PRACTICE' + ,'CRITICAL' + ,'SOCIAL' + ,'TUTOR' + ,'PEER' + ,'COMMUNICA' + ,'INFQUAL' + ,'SYSQUAL' + ,'USEFUL' + ,'EASEOFUSE' + ,'RELADV' + ,'INTENTION' + ,'CONSTRUCT' + ,'EXAM') + ,1:170)) > y <- array(NA,dim=c(16,170),dimnames=list(c('CONNECTED','SEPARATE','PRACTICE','CRITICAL','SOCIAL','TUTOR','PEER','COMMUNICA','INFQUAL','SYSQUAL','USEFUL','EASEOFUSE','RELADV','INTENTION','CONSTRUCT','EXAM'),1:170)) > 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$cptable CP nsplit rel error xerror xstd 1 0.8228618 0 1.00000000 1.0031765 0.06536640 2 0.0923812 1 0.17713817 0.1924462 0.01976377 3 0.0100000 2 0.08475697 0.1022367 0.01329693 > postscript(file="/var/www/html/freestat/rcomp/tmp/1i30l1276371260.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(as.party(m),tp_args=list(id=FALSE)) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/2i30l1276371260.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plotcp(m) > dev.off() null device 1 > cbind(y=m$y,pred=predict(m),res=residuals(m)) y pred res 1 1.39579975 1.1639794 0.231820343 2 1.10044675 1.1639794 -0.063532650 3 0.97466322 1.1639794 -0.189316182 4 0.11413806 -0.4275572 0.541695258 5 0.83834930 1.1639794 -0.325630100 6 -0.66155806 -0.4275572 -0.234000858 7 0.96883430 1.1639794 -0.195145102 8 -0.34201451 -0.4275572 0.085542685 9 0.09396619 -0.4275572 0.521523392 10 1.03212439 1.1639794 -0.131855016 11 1.19993359 1.1639794 0.035954187 12 0.84989738 1.1639794 -0.314082024 13 1.50080107 1.1639794 0.336821660 14 1.06539813 1.1639794 -0.098581272 15 -0.07120118 -0.4275572 0.356356016 16 0.81726829 1.1639794 -0.346711114 17 1.51587715 1.1639794 0.351897744 18 0.54343067 1.1639794 -0.620548736 19 0.54868491 1.1639794 -0.615294495 20 -0.76083694 -0.4275572 -0.333279740 21 1.40792483 1.1639794 0.243945426 22 1.52476713 1.1639794 0.360787728 23 0.99956241 1.1639794 -0.164416990 24 -0.72145523 -0.4275572 -0.293898030 25 0.95334041 1.1639794 -0.210638997 26 1.04256756 1.1639794 -0.121411850 27 -0.66544103 -0.4275572 -0.237883829 28 1.68216863 1.1639794 0.518189228 29 1.16679328 1.1639794 0.002813872 30 1.33910632 1.1639794 0.175126912 31 1.04411476 1.1639794 -0.119864644 32 1.39697550 1.1639794 0.232996091 33 0.78378421 1.1639794 -0.380195200 34 -0.47485544 -0.4275572 -0.047298243 35 1.35648072 1.1639794 0.192501312 36 1.25529364 1.1639794 0.091314234 37 1.37063770 1.1639794 0.206658291 38 1.28885506 1.1639794 0.124875660 39 1.17673804 1.1639794 0.012758636 40 -0.32446035 -0.4275572 0.103096846 41 -0.17458295 -0.4275572 0.252974247 42 1.56958314 1.1639794 0.405603735 43 -0.20483224 -0.4275572 0.222724957 44 -0.13175478 -0.4275572 0.295802424 45 1.31057157 1.1639794 0.146592162 46 -1.05865877 -0.4275572 -0.631101566 47 -0.52385563 -0.4275572 -0.096298434 48 -0.61854363 -0.4275572 -0.190986426 49 -0.30041347 -0.4275572 0.127143735 50 -0.71142755 -0.4275572 -0.283870348 51 0.92412871 1.1639794 -0.239850696 52 1.18984896 1.1639794 0.025869555 53 1.71670752 1.1639794 0.552728116 54 1.11497710 1.1639794 -0.049002306 55 -0.52121742 -0.4275572 -0.093660225 56 1.36353532 1.1639794 0.199555913 57 0.21041029 -0.4275572 0.637967494 58 -0.12206563 -0.4275572 0.305491574 59 0.37254876 1.1639794 -0.791430641 60 1.20142868 1.1639794 0.037449280 61 -1.10227857 -0.4275572 -0.674721372 62 0.87302329 1.1639794 -0.290956110 63 -0.26131930 -0.4275572 0.166237897 64 1.32579188 1.1639794 0.161812477 65 1.21407008 1.1639794 0.050090672 66 0.69662544 1.1639794 -0.467353970 67 1.44456305 1.1639794 0.280583647 68 -0.25558709 -0.4275572 0.171970112 69 1.13880873 1.1639794 -0.025170674 70 -0.18981722 -0.4275572 0.237739984 71 -0.86492776 -0.4275572 -0.437370564 72 0.74228216 1.1639794 -0.421697245 73 1.49866425 1.1639794 0.334684842 74 -0.41774649 -0.4275572 0.009810707 75 -0.83960216 -0.4275572 -0.412044957 76 1.89820369 1.1639794 0.734224287 77 1.03905093 1.1639794 -0.124928478 78 1.69038833 1.1639794 0.526408924 79 1.55850538 1.1639794 0.394525976 80 1.78264458 1.1639794 0.618665174 81 1.31147827 1.1639794 0.147498862 82 0.96495737 1.1639794 -0.199022038 83 -0.31088313 -0.4275572 0.116674067 84 -0.26519763 -0.4275572 0.162359574 85 1.39872744 1.1639794 0.234748038 86 -0.55840368 -0.4275572 -0.130846485 87 -0.90401239 -0.4275572 -0.476455188 88 1.30989099 1.1639794 0.145911588 89 0.06388156 -0.4275572 0.491438756 90 1.13579472 1.1639794 -0.028184690 91 0.59666238 1.1639794 -0.567317029 92 1.54304503 1.1639794 0.379065630 93 1.16825640 1.1639794 0.004276999 94 -0.69911352 -0.4275572 -0.271556318 95 -0.32366449 -0.4275572 0.103892706 96 0.90510403 1.1639794 -0.258875376 97 0.71126834 1.1639794 -0.452711062 98 -0.66490935 -0.4275572 -0.237352149 99 -0.33071464 -0.4275572 0.096842556 100 -0.30380664 -0.4275572 0.123750560 101 0.52269428 1.1639794 -0.641285120 102 1.12023201 1.1639794 -0.043747394 103 -1.53769731 -1.2379355 -0.299761812 104 -0.86856786 -0.4275572 -0.441010665 105 -1.25191136 -1.2379355 -0.013975863 106 -1.35479215 -1.2379355 -0.116856650 107 -1.39982705 -1.2379355 -0.161891552 108 -0.10444864 -0.4275572 0.323108564 109 -1.06923232 -1.2379355 0.168703181 110 -1.64860408 -1.2379355 -0.410668581 111 -0.31681630 -0.4275572 0.110740904 112 -0.09975004 -0.4275572 0.327807162 113 -0.46299765 -0.4275572 -0.035440453 114 -1.28889450 -1.2379355 -0.050959005 115 -1.52622874 -1.2379355 -0.288293240 116 -0.65249300 -0.4275572 -0.224935802 117 -0.53991931 -0.4275572 -0.112362112 118 -1.12907882 -1.2379355 0.108856676 119 -0.64730022 -0.4275572 -0.219743023 120 -0.27308833 -0.4275572 0.154468872 121 -0.70601503 -0.4275572 -0.278457827 122 -0.91375520 -1.2379355 0.324180296 123 -1.54447522 -1.2379355 -0.306539717 124 -0.96576439 -1.2379355 0.272171109 125 -0.49150508 -0.4275572 -0.063947880 126 -1.37694067 -1.2379355 -0.139005174 127 -0.93100532 -1.2379355 0.306930178 128 -0.92632123 -1.2379355 0.311614269 129 -0.53336762 -0.4275572 -0.105810418 130 -0.47308034 -0.4275572 -0.045523138 131 -0.80325208 -1.2379355 0.434683422 132 -1.33630709 -1.2379355 -0.098371590 133 -1.57258586 -1.2379355 -0.334650359 134 -0.13928186 -0.4275572 0.288275341 135 -0.47480677 -0.4275572 -0.047249575 136 -1.11431965 -1.2379355 0.123615852 137 -0.37698781 -0.4275572 0.050569391 138 -1.07002455 -1.2379355 0.167910946 139 -0.66723213 -1.2379355 0.570703367 140 -0.32346133 -0.4275572 0.104095868 141 -0.25784442 -0.4275572 0.169712778 142 -1.46792955 -1.2379355 -0.229994051 143 -1.20442241 -1.2379355 0.033513088 144 -1.26604547 -1.2379355 -0.028109972 145 -1.12125854 -1.2379355 0.116676963 146 -1.47743246 -1.2379355 -0.239496960 147 -0.55085141 -0.4275572 -0.123294208 148 -1.72500224 -1.2379355 -0.487066741 149 -0.24931969 -0.4275572 0.178237507 150 -1.17526474 -1.2379355 0.062670761 151 -0.25629538 -0.4275572 0.171261819 152 -1.54258947 -1.2379355 -0.304653968 153 -0.35788404 -0.4275572 0.069673162 154 -0.97214532 -1.2379355 0.265790174 155 -0.44773306 -0.4275572 -0.020175859 156 -1.07173307 -1.2379355 0.166202433 157 -0.43659879 -0.4275572 -0.009041589 158 -0.38690139 -0.4275572 0.040655805 159 -1.31088324 -1.2379355 -0.072947743 160 -1.24758178 -1.2379355 -0.009646283 161 -1.19948191 -1.2379355 0.038453589 162 -0.97786309 -1.2379355 0.260072404 163 -0.54306431 -0.4275572 -0.115507106 164 -0.43107727 -0.4275572 -0.003520075 165 -0.32010848 -0.4275572 0.107448716 166 -0.26219143 -0.4275572 0.165365771 167 -0.43329259 -0.4275572 -0.005735391 168 -0.32973227 -0.4275572 0.097824933 169 -0.98345949 -0.4275572 -0.555902286 170 -1.37779495 -1.2379355 -0.139859449 > myr <- residuals(m) > myp <- predict(m) > postscript(file="/var/www/html/freestat/rcomp/tmp/36raz1276371260.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/freestat/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/html/freestat/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/freestat/rcomp/tmp/4kiq81276371260.tab") > > try(system("convert tmp/1i30l1276371260.ps tmp/1i30l1276371260.png",intern=TRUE)) character(0) > try(system("convert tmp/2i30l1276371260.ps tmp/2i30l1276371260.png",intern=TRUE)) character(0) > try(system("convert tmp/36raz1276371260.ps tmp/36raz1276371260.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 5.025 0.727 5.159