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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,-1.16994615505856 + ,-1.20003246644836 + ,-1.09599913919669 + ,-1.09227398225391 + ,-0.944340687510763 + ,-1.09929497170653 + ,-0.965544207610857 + ,-1.38692030140539 + ,-1.05580216284133 + ,-0.63411301527141 + ,-1.54475621129391 + ,-1.12639793644149 + ,-1.05112135121132 + ,-1.30216108202255 + ,-0.638098315290663 + ,-1.07338760293042 + ,-1.07133059230306 + ,-1.17872246863293 + ,-1.07781276517473 + ,-1.08652370183553 + ,-0.893865510923486 + ,-1.11134992846618 + ,-0.75480764046481 + ,-1.34836154828848 + ,-1.05580216284133 + ,-0.63411301527141 + ,-1.61453303892214 + ,-1.06599768323733 + ,-0.858809455612882 + ,-1.16117580137653 + ,-0.845457841700739 + ,-1.17507064707489 + ,-1.06487858826485 + ,-1.19058577999848 + ,-1.09880689113827 + ,-1.1357408507334 + ,-0.932626682473936 + ,-1.11113742377612 + ,-0.867198078655661 + ,-1.34836154828848 + ,-1.05580216284133 + ,-0.63411301527141 + ,-1.51708308598875 + ,-1.12336722361087 + ,-0.94681024201088 + ,-1.21816101614224 + ,-0.659517608093932 + ,-1.15993235279375 + ,-1.11354465650677 + ,-1.17706026030247 + ,-1.0801147789542 + ,-1.09246624895492 + ,-0.9090586267575 + ,-1.08708277354812 + ,-0.794911558313248 + ,-1.37438114351261 + ,-1.05580216284133 + ,-0.63411301527141 + ,-1.54062079280748 + ,-1.10833319709143 + ,-0.967960083075765 + ,-1.23952212991721 + ,-0.795326310503873 + ,-1.07480934809006) + ,dim=c(16 + ,174) + ,dimnames=list(c('CONNECTED' + ,'SEPARATE' + ,'PRACTICE' + ,'CRITICAL' + ,'SOCIAL' + ,'TUTOR' + ,'PEER' + ,'COMMUNICA' + ,'INFQUAL' + ,'SYSQUAL' + ,'USEFUL' + ,'EASEOFUSE' + ,'RELADV' + ,'INTENTION' + ,'CONSTRUCT' + ,'EXAM') + ,1:174)) > y <- array(NA,dim=c(16,174),dimnames=list(c('CONNECTED','SEPARATE','PRACTICE','CRITICAL','SOCIAL','TUTOR','PEER','COMMUNICA','INFQUAL','SYSQUAL','USEFUL','EASEOFUSE','RELADV','INTENTION','CONSTRUCT','EXAM'),1:174)) > 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$cptable CP nsplit rel error xerror xstd 1 0.91061321 0 1.00000000 1.00657809 0.07387676 2 0.07179907 1 0.08938679 0.10811356 0.01851644 3 0.01000000 2 0.01758771 0.03410394 0.01422345 > postscript(file="/var/www/html/freestat/rcomp/tmp/1usfb1276371613.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(as.party(m),tp_args=list(id=FALSE)) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/2usfb1276371613.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plotcp(m) > dev.off() null device 1 > cbind(y=m$y,pred=predict(m),res=residuals(m)) y pred res 1 1.4721460 1.4776884 -0.0055424079 2 1.8368270 1.4776884 0.3591386112 3 -0.5865690 -0.4162852 -0.1702838111 4 1.6571096 1.4776884 0.1794211779 5 -0.4445060 -0.4162852 -0.0282207880 6 1.5670994 1.4776884 0.0894110062 7 -0.5381855 -0.4162852 -0.1219002846 8 1.5507892 1.4776884 0.0731007801 9 1.1266613 1.4776884 -0.3510271252 10 -0.5463873 -0.4162852 -0.1301021493 11 -0.4254081 -0.4162852 -0.0091228805 12 1.2714394 1.4776884 -0.2062490477 13 1.4847655 1.4776884 0.0070771044 14 -0.3741430 -0.4162852 0.0421422467 15 1.6190666 1.4776884 0.1413782188 16 1.5220942 1.4776884 0.0444057575 17 1.4059888 1.4776884 -0.0716995720 18 1.3196486 1.4776884 -0.1580397752 19 -0.4813576 -0.4162852 -0.0650724202 20 -0.4445416 -0.4162852 -0.0282563939 21 1.1889007 1.4776884 -0.2887877151 22 1.5088060 1.4776884 0.0311175636 23 -0.3961384 -0.4162852 0.0201467736 24 -0.3666821 -0.4162852 0.0496030875 25 -0.3434404 -0.4162852 0.0728447936 26 1.4160427 1.4776884 -0.0616457434 27 1.8706931 1.4776884 0.3930047131 28 1.3869374 1.4776884 -0.0907510302 29 1.7306826 1.4776884 0.2529941665 30 -0.3626297 -0.4162852 0.0536554681 31 1.5600163 1.4776884 0.0823279211 32 1.5881768 1.4776884 0.1104884041 33 -0.4482604 -0.4162852 -0.0319751581 34 1.2817934 1.4776884 -0.1958949824 35 1.5801142 1.4776884 0.1024257393 36 1.2938927 1.4776884 -0.1837957081 37 -0.4012479 -0.4162852 0.0150372881 38 -0.4336494 -0.4162852 -0.0173641588 39 -0.5427948 -0.4162852 -0.1265096200 40 -0.4330720 -0.4162852 -0.0167868016 41 -0.3476271 -0.4162852 0.0686581331 42 -0.4226685 -0.4162852 -0.0063832956 43 1.7540475 1.4776884 0.2763591138 44 -0.4058246 -0.4162852 0.0104606312 45 -0.4295698 -0.4162852 -0.0132846008 46 -0.3929987 -0.4162852 0.0232865244 47 -0.5085902 -0.4162852 -0.0923049786 48 1.8188277 1.4776884 0.3411393265 49 1.1665008 1.4776884 -0.3111876042 50 1.4195164 1.4776884 -0.0581720139 51 -0.4233512 -0.4162852 -0.0070660092 52 -0.4656150 -0.4162852 -0.0493298007 53 1.3160005 1.4776884 -0.1616878794 54 -0.3775887 -0.4162852 0.0386965020 55 -0.4148459 -0.4162852 0.0014393391 56 1.6929408 1.4776884 0.2152523570 57 1.1996972 1.4776884 -0.2779912161 58 -0.3840439 -0.4162852 0.0322412733 59 -0.4577210 -0.4162852 -0.0414358021 60 -0.4474020 -0.4162852 -0.0311168119 61 -0.4001719 -0.4162852 0.0161132516 62 1.3199597 1.4776884 -0.1577287425 63 1.6250450 1.4776884 0.1473566120 64 -0.4468066 -0.4162852 -0.0305214069 65 1.7120309 1.4776884 0.2343425265 66 -0.4576636 -0.4162852 -0.0413783941 67 -0.5158875 -0.4162852 -0.0996023332 68 1.6416377 1.4776884 0.1639493230 69 1.4464157 1.4776884 -0.0312727464 70 -0.4037333 -0.4162852 0.0125519500 71 -0.4086331 -0.4162852 0.0076521409 72 -0.4165999 -0.4162852 -0.0003147238 73 -0.4017040 -0.4162852 0.0145811842 74 1.4386615 1.4776884 -0.0390268727 75 1.6810972 1.4776884 0.2034088193 76 1.4053713 1.4776884 -0.0723171343 77 1.5458661 1.4776884 0.0681776484 78 1.9950787 1.4776884 0.5173902805 79 1.6597004 1.4776884 0.1820119422 80 -0.4942406 -0.4162852 -0.0779553791 81 1.3413882 1.4776884 -0.1363001873 82 1.5721714 1.4776884 0.0944829792 83 -0.4441213 -0.4162852 -0.0278360756 84 -0.3721111 -0.4162852 0.0441740774 85 -0.5267373 -0.4162852 -0.1104521081 86 -0.3923720 -0.4162852 0.0239131677 87 -0.4795079 -0.4162852 -0.0632226602 88 -0.4358303 -0.4162852 -0.0195450916 89 1.0893096 1.4776884 -0.3883787866 90 -0.3741329 -0.4162852 0.0421522710 91 1.2864457 1.4776884 -0.1912426685 92 -0.5255040 -0.4162852 -0.1092188328 93 1.4342412 1.4776884 -0.0434472420 94 0.9272485 1.4776884 -0.5504398802 95 1.3556792 1.4776884 -0.1220092378 96 1.5604096 1.4776884 0.0827211735 97 -0.4880698 -0.4162852 -0.0717845829 98 1.2836517 1.4776884 -0.1940367633 99 1.4334772 1.4776884 -0.0442111833 100 -1.1456845 -1.1268449 -0.0188395660 101 -0.4380783 -0.4162852 -0.0217930771 102 -1.1204727 -1.1268449 0.0063721562 103 -0.3695290 -0.4162852 0.0467561623 104 -1.1104664 -1.1268449 0.0163784982 105 -0.1984529 -0.4162852 0.2178322824 106 -1.1088997 -1.1268449 0.0179452012 107 -1.1479804 -1.1268449 -0.0211354980 108 -0.2887964 -0.4162852 0.1274888030 109 -0.1878957 -0.4162852 0.2283895277 110 -1.0629109 -1.1268449 0.0639339989 111 -1.0945205 -1.1268449 0.0323244353 112 -0.5038146 -0.4162852 -0.0875293524 113 -1.2163240 -1.1268449 -0.0894790716 114 -0.4207280 -0.4162852 -0.0044428242 115 -0.4538410 -0.4162852 -0.0375557720 116 -1.0557942 -1.1268449 0.0710506547 117 -1.2080466 -1.1268449 -0.0812017433 118 -0.3678853 -0.4162852 0.0483999254 119 -0.4635448 -0.4162852 -0.0472596392 120 -0.4930676 -0.4162852 -0.0767824153 121 -1.1586872 -1.1268449 -0.0318422821 122 -0.2946753 -0.4162852 0.1216099142 123 -1.0222692 -1.1268449 0.1045756621 124 -1.0140183 -1.1268449 0.1128265552 125 -0.4611312 -0.4162852 -0.0448460148 126 -0.5236196 -0.4162852 -0.1073343647 127 -0.2915314 -0.4162852 0.1247537859 128 -0.4438406 -0.4162852 -0.0275553785 129 -1.1917790 -1.1268449 -0.0649340587 130 -0.2873890 -0.4162852 0.1288961546 131 -0.4225561 -0.4162852 -0.0062708781 132 -0.5180536 -0.4162852 -0.1017684469 133 -1.1233825 -1.1268449 0.0034623988 134 -1.2095920 -1.1268449 -0.0827471454 135 -0.4388945 -0.4162852 -0.0226093474 136 -1.1167578 -1.1268449 0.0100870566 137 -0.2529294 -0.4162852 0.1633557930 138 -0.4883695 -0.4162852 -0.0720843260 139 -1.0460595 -1.1268449 0.0807853979 140 -0.4218090 -0.4162852 -0.0055238082 141 -0.4681808 -0.4162852 -0.0518956077 142 -0.3706771 -0.4162852 0.0456080775 143 -1.1498472 -1.1268449 -0.0230022642 144 -0.9866233 -1.1268449 0.1402215940 145 -0.3013786 -0.4162852 0.1149066181 146 -1.0402871 -1.1268449 0.0865578246 147 -1.1507638 -1.1268449 -0.0239188651 148 -0.3199770 -0.4162852 0.0963082342 149 -0.4055722 -0.4162852 0.0107129741 150 -0.4269113 -0.4162852 -0.0106260709 151 -0.2998564 -0.4162852 0.1164287668 152 -1.2532124 -1.1268449 -0.1263674758 153 -1.2120866 -1.1268449 -0.0852416734 154 -0.3414497 -0.4162852 0.0748355079 155 -0.5719726 -0.4162852 -0.1556874147 156 -0.3594480 -0.4162852 0.0568371580 157 -1.2105149 -1.1268449 -0.0836699928 158 -1.1597874 -1.1268449 -0.0329424661 159 -0.3735617 -0.4162852 0.0427234748 160 -0.3721117 -0.4162852 0.0441734771 161 -1.2070526 -1.1268449 -0.0802077215 162 -0.4542478 -0.4162852 -0.0379626027 163 -0.2548331 -0.4162852 0.1614520768 164 -1.1300025 -1.1268449 -0.0031576205 165 -0.3212811 -0.4162852 0.0950040867 166 -0.3219497 -0.4162852 0.0943355355 167 -1.1515069 -1.1268449 -0.0246619733 168 -1.0241965 -1.1268449 0.1026483592 169 -0.5865547 -0.4162852 -0.1702695249 170 -0.4382994 -0.4162852 -0.0220142205 171 -1.0733876 -1.1268449 0.0534572911 172 -1.1750706 -1.1268449 -0.0482257531 173 -1.1599324 -1.1268449 -0.0330874588 174 -1.0748093 -1.1268449 0.0520355459 > myr <- residuals(m) > myp <- predict(m) > postscript(file="/var/www/html/freestat/rcomp/tmp/3usfb1276371613.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/4q2d21276371613.tab") > > try(system("convert tmp/1usfb1276371613.ps tmp/1usfb1276371613.png",intern=TRUE)) character(0) > try(system("convert tmp/2usfb1276371613.ps tmp/2usfb1276371613.png",intern=TRUE)) character(0) > try(system("convert tmp/3usfb1276371613.ps tmp/3usfb1276371613.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 5.190 0.742 5.363