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This page was generated on 2025-04-02 19:32 -0400 (Wed, 02 Apr 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.1 LTS)x86_644.4.3 (2025-02-28) -- "Trophy Case" 4764
palomino8Windows Server 2022 Datacenterx644.4.3 (2025-02-28 ucrt) -- "Trophy Case" 4495
merida1macOS 12.7.5 Montereyx86_644.4.3 (2025-02-28) -- "Trophy Case" 4522
kjohnson1macOS 13.6.6 Venturaarm644.4.3 (2025-02-28) -- "Trophy Case" 4449
taishanLinux (openEuler 24.03 LTS)aarch644.4.3 (2025-02-28) -- "Trophy Case" 4426
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 1617/2289HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
puma 3.48.0  (landing page)
Xuejun Liu
Snapshot Date: 2025-03-31 13:00 -0400 (Mon, 31 Mar 2025)
git_url: https://git.bioconductor.org/packages/puma
git_branch: RELEASE_3_20
git_last_commit: 269c99c
git_last_commit_date: 2024-10-29 09:27:54 -0400 (Tue, 29 Oct 2024)
nebbiolo2Linux (Ubuntu 24.04.1 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
palomino8Windows Server 2022 Datacenter / x64  OK    OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.7.5 Monterey / x86_64  OK    OK    WARNINGS    OK  UNNEEDED, same version is already published
kjohnson1macOS 13.6.6 Ventura / arm64  ERROR    ERROR  skippedskipped
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for puma on merida1

To the developers/maintainers of the puma package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/puma.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: puma
Version: 3.48.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:puma.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings puma_3.48.0.tar.gz
StartedAt: 2025-04-01 07:28:53 -0400 (Tue, 01 Apr 2025)
EndedAt: 2025-04-01 07:39:24 -0400 (Tue, 01 Apr 2025)
EllapsedTime: 631.4 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: puma.Rcheck
Warnings: 1

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:puma.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings puma_3.48.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.20-bioc/meat/puma.Rcheck’
* using R version 4.4.3 (2025-02-28)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 12.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘puma/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘puma’ version ‘3.48.0’
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘puma’ can be installed ... WARNING
Found the following significant warnings:
  pumaclust_c.c:181:24: warning: using integer absolute value function 'abs' when argument is of floating point type [-Wabsolute-value]
See ‘/Users/biocbuild/bbs-3.20-bioc/meat/puma.Rcheck/00install.out’ for details.
* used C compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
* used SDK: ‘MacOSX11.3.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... NOTE
Package listed in more than one of Depends, Imports, Suggests, Enhances:
  ‘oligoClasses’
A package should be listed in only one of these fields.
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... NOTE
'library' or 'require' calls in package code:
  ‘ROCR’ ‘limma’ ‘pumadata’ ‘snow’
  Please use :: or requireNamespace() instead.
  See section 'Suggested packages' in the 'Writing R Extensions' manual.
':::' calls which should be '::':
  ‘affy:::mm’ ‘affy:::pm’ ‘affy:::probeNames’ ‘oligo:::mm’ ‘oligo:::pm’
  ‘oligo:::probeNames’ ‘oligo:::rma’
  See the note in ?`:::` about the use of this operator.
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
PMmmgmos: no visible binding for global variable ‘median’
PMmmgmos: no visible global function definition for ‘description’
calcAUC: no visible global function definition for ‘prediction’
calcAUC: no visible global function definition for ‘performance’
calculateLimma: no visible global function definition for ‘lmFit’
calculateLimma: no visible global function definition for
  ‘contrasts.fit’
calculateLimma: no visible global function definition for ‘eBayes’
calculateTtest : <anonymous>: no visible global function definition for
  ‘t.test’
clusterApplyLBDots : submit: no visible global function definition for
  ‘sendCall’
clusterApplyLBDots: no visible global function definition for
  ‘recvOneResult’
clusterNormE: no visible global function definition for ‘var’
clusterNormVar: no visible global function definition for ‘var’
compareLimmapumaDE: no visible global function definition for ‘pdf’
compareLimmapumaDE: no visible global function definition for ‘dev.off’
compareLimmapumaDE: no visible global function definition for ‘par’
compareLimmapumaDE: no visible global function definition for
  ‘vennDiagram’
createDesignMatrix: no visible global function definition for
  ‘model.matrix’
erfc: no visible global function definition for ‘pnorm’
gmhta: no visible global function definition for ‘clusterEvalQ’
gmhta: no visible global function definition for ‘data’
gmhta: no visible global function definition for ‘clusterApplyLB’
gmhta: no visible global function definition for ‘stopCluster’
gmhta: no visible binding for global variable ‘median’
gmoExon: no visible global function definition for ‘clusterEvalQ’
gmoExon: no visible global function definition for ‘data’
gmoExon: no visible global function definition for ‘clusterApplyLB’
gmoExon: no visible global function definition for ‘stopCluster’
gmoExon: no visible binding for global variable ‘median’
igmoExon: no visible global function definition for ‘clusterEvalQ’
igmoExon: no visible global function definition for ‘read.table’
igmoExon: no visible global function definition for ‘data’
igmoExon: no visible global function definition for ‘clusterApplyLB’
igmoExon: no visible global function definition for ‘stopCluster’
igmoExon: no visible binding for global variable ‘median’
just.mgmos: no visible binding for global variable ‘median’
just.mmgmos: no visible binding for global variable ‘median’
legend2: no visible global function definition for ‘par’
legend2: no visible global function definition for ‘xy.coords’
legend2 : rect2: no visible global function definition for ‘rect’
legend2 : segments2: no visible global function definition for
  ‘segments’
legend2 : points2: no visible global function definition for ‘points’
legend2 : text2: no visible global function definition for ‘text’
legend2: no visible global function definition for ‘strwidth’
legend2: no visible global function definition for ‘xinch’
legend2: no visible global function definition for ‘yinch’
legend2: no visible global function definition for ‘strheight’
matrixDistance: no visible global function definition for ‘dist’
mgmos: no visible binding for global variable ‘median’
mmgmos: no visible binding for global variable ‘median’
plot.pumaPCARes: no visible global function definition for ‘text’
plot.pumaPCARes: no visible global function definition for ‘legend’
plotErrorBars: no visible global function definition for ‘qnorm’
plotErrorBars: no visible global function definition for ‘par’
plotErrorBars: no visible global function definition for ‘even’
plotErrorBars: no visible global function definition for ‘odd’
plotErrorBars: no visible global function definition for ‘arrows’
plotErrorBars: no visible global function definition for ‘points’
plotErrorBars: no visible global function definition for ‘axis’
plotErrorBars: no visible global function definition for ‘title’
plotHistTwoClasses: no visible global function definition for ‘axis’
plotHistTwoClasses: no visible global function definition for ‘box’
plotROC: no visible global function definition for ‘prediction’
plotROC: no visible global function definition for ‘performance’
plotWhiskers: no visible global function definition for ‘segments’
plotWhiskers: no visible global function definition for ‘qnorm’
plotWhiskers: no visible global function definition for ‘points’
plotWhiskers: no visible global function definition for ‘abline’
pumaClust: no visible global function definition for ‘read.csv’
pumaClust: no visible global function definition for ‘kmeans’
pumaClust: no visible global function definition for ‘cov’
pumaClustii: no visible global function definition for ‘read.csv’
pumaClustii: no visible global function definition for ‘cov’
pumaComb: no visible global function definition for ‘getMPIcluster’
pumaComb: no visible global function definition for ‘makeCluster’
pumaComb: no visible global function definition for ‘clusterEvalQ’
pumaComb: no visible global function definition for ‘clusterApplyLB’
pumaCombImproved: no visible global function definition for
  ‘getMPIcluster’
pumaCombImproved: no visible global function definition for
  ‘makeCluster’
pumaCombImproved: no visible global function definition for
  ‘clusterEvalQ’
pumaCombImproved: no visible global function definition for
  ‘clusterApplyLB’
pumaFull: no visible global function definition for ‘pdf’
pumaFull: no visible global function definition for ‘par’
pumaFull: no visible global function definition for ‘prcomp’
pumaFull: no visible global function definition for ‘dev.off’
pumaNormalize: no visible binding for global variable ‘median’
pumaPCA: no visible global function definition for ‘prcomp’
pumaPCA: no visible global function definition for ‘rnorm’
pumaPCA: no visible global function definition for ‘optimise’
pumaPCA: no visible global function definition for ‘optim’
pumaPCA: no visible global function definition for ‘par’
pumaPCARemoveRedundancy: no visible global function definition for
  ‘dist’
write.reslts,DEResult: no visible global function definition for
  ‘write.table’
write.reslts,ExpressionSet: no visible global function definition for
  ‘write.table’
write.reslts,exprReslt: no visible global function definition for
  ‘write.table’
write.reslts,pumaPCARes: no visible global function definition for
  ‘write.table’
Undefined global functions or variables:
  abline arrows axis box clusterApplyLB clusterEvalQ contrasts.fit cov
  data description dev.off dist eBayes even getMPIcluster kmeans legend
  lmFit makeCluster median model.matrix odd optim optimise par pdf
  performance pnorm points prcomp prediction qnorm read.csv read.table
  rect recvOneResult rnorm segments sendCall stopCluster strheight
  strwidth t.test text title var vennDiagram write.table xinch
  xy.coords yinch
Consider adding
  importFrom("grDevices", "dev.off", "pdf", "xy.coords")
  importFrom("graphics", "abline", "arrows", "axis", "box", "legend",
             "par", "points", "rect", "segments", "strheight",
             "strwidth", "text", "title", "xinch", "yinch")
  importFrom("stats", "cov", "dist", "kmeans", "median", "model.matrix",
             "optim", "optimise", "pnorm", "prcomp", "qnorm", "rnorm",
             "t.test", "var")
  importFrom("utils", "data", "read.csv", "read.table", "write.table")
to your NAMESPACE file.
* checking Rd files ... NOTE
checkRd: (-1) DEResult-class.Rd:92: Escaped LaTeX specials: \_
checkRd: (-1) DEResult-class.Rd:93: Escaped LaTeX specials: \_
checkRd: (-1) PMmmgmos.Rd:26: Escaped LaTeX specials: \_
checkRd: (-1) PMmmgmos.Rd:37: Escaped LaTeX specials: \_
checkRd: (-1) createContrastMatrix.Rd:20: Escaped LaTeX specials: \&
checkRd: (-1) exprReslt-class.Rd:100: Escaped LaTeX specials: \_
checkRd: (-1) exprReslt-class.Rd:101: Escaped LaTeX specials: \_ \_ \_
checkRd: (-1) exprReslt-class.Rd:102: Escaped LaTeX specials: \_ \_ \_
checkRd: (-1) gmhta.Rd:26: Escaped LaTeX specials: \_
checkRd: (-1) gmoExon.Rd:28: Escaped LaTeX specials: \_
checkRd: (-1) hcomb.Rd:22: Escaped LaTeX specials: \_
checkRd: (-1) hcomb.Rd:23: Escaped LaTeX specials: \_
checkRd: (-1) igmoExon.Rd:28: Escaped LaTeX specials: \_
checkRd: (-1) justmgMOS.Rd:41: Escaped LaTeX specials: \_ \_
checkRd: (-1) justmmgMOS.Rd:41: Escaped LaTeX specials: \_ \_
checkRd: (-1) legend2.Rd:134: Escaped LaTeX specials: \&
checkRd: (-1) mgmos.Rd:25: Escaped LaTeX specials: \_ \_
checkRd: (-1) mgmos.Rd:35: Escaped LaTeX specials: \_
checkRd: (-1) mmgmos.Rd:26: Escaped LaTeX specials: \_ \_
checkRd: (-1) mmgmos.Rd:37: Escaped LaTeX specials: \_
checkRd: (-1) mmgmos.Rd:38: Escaped LaTeX specials: \_
checkRd: (-1) pumaFull.Rd:23: Escaped LaTeX specials: \_ \_
checkRd: (-1) pumaFull.Rd:24: Escaped LaTeX specials: \_
checkRd: (-1) pumaFull.Rd:25: Escaped LaTeX specials: \_ \_ \_
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking sizes of PDF files under ‘inst/doc’ ... OK
* checking installed files from ‘inst/doc’ ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                   user system elapsed
puma-package     74.695  1.853  77.237
pumaDE           48.644  1.267  51.241
pumaCombImproved 30.305  1.118  32.361
pumaComb         18.962  0.313  19.801
plot-methods     13.551  0.635  14.328
pumaPCA          13.278  0.366  13.791
pumaclust         6.176  0.037   6.659
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 WARNING, 5 NOTEs
See
  ‘/Users/biocbuild/bbs-3.20-bioc/meat/puma.Rcheck/00check.log’
for details.


Installation output

puma.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL puma
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/library’
* installing *source* package ‘puma’ ...
** using staged installation
** libs
using C compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
using SDK: ‘MacOSX11.3.sdk’
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c PMmultimgmos.c -o PMmultimgmos.o
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c cregistration.c -o cregistration.o
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c donlp2.c -o donlp2.o
donlp2.c:471:33: warning: variable 'infiny' set but not used [-Wunused-but-set-variable]
    static DDOUBLE   tol1,term, infiny;
                                ^
donlp2.c:2034:1: warning: '/*' within block comment [-Wcomment]
/* **************************************************************************** */
^
donlp2.c:2707:1: warning: '/*' within block comment [-Wcomment]
/* inactive  
^
donlp2.c:2079:44: warning: variable 'iumin' set but not used [-Wunused-but-set-variable]
    static DDOUBLE   delsig,delx,sum,term, iumin;
                                           ^
4 warnings generated.
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c gme.c -o gme.o
gme.c:266:9: warning: variable 'fstart' set but not used [-Wunused-but-set-variable]
        double fstart;
               ^
1 warning generated.
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c ipplr_c.c -o ipplr_c.o
ipplr_c.c:255:118: warning: '&&' within '||' [-Wlogical-op-parentheses]
                   while((fmaxn_ipplr(diff_mu1,in_param.conds)>in_param.eps)||(fmaxn_ipplr(diff_lamda,in_param.conds)>in_param.eps)&& (n<2000))
                                                                            ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~
ipplr_c.c:255:118: note: place parentheses around the '&&' expression to silence this warning
                   while((fmaxn_ipplr(diff_mu1,in_param.conds)>in_param.eps)||(fmaxn_ipplr(diff_lamda,in_param.conds)>in_param.eps)&& (n<2000))
                                                                                                                                   ^
                                                                              (                                                               )
1 warning generated.
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c multimgmos.c -o multimgmos.o
multimgmos.c:893:95: warning: suggest braces around initialization of subobject [-Wmissing-braces]
        double alphaii[MAX_NUM_COND]={0.0}, s1[MAX_NUM_COND]={0.0}, s2[MAX_NUM_PROBE][MAX_NUM_COND]={0.0}, c, d_mmgmos, t1, s3, s4;
                                                                                                     ^~~
                                                                                                     {  }
1 warning generated.
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c newx.c -o newx.o
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c pplr_c.c -o pplr_c.o
pplr_c.c:185:65: warning: unused variable 'x_temp' [-Wunused-variable]
        double exp_c[MAX_NUM_REPLICATE], var_c[MAX_NUM_REPLICATE], x_temp[MAX_NUM_COND];
                                                                   ^
1 warning generated.
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c pumaclust_c.c -o pumaclust_c.o
pumaclust_c.c:181:24: warning: using integer absolute value function 'abs' when argument is of floating point type [-Wabsolute-value]
        while (foptold-fopt > abs(in_param.eps*fopt))
                              ^
pumaclust_c.c:181:24: note: use function 'fabs' instead
        while (foptold-fopt > abs(in_param.eps*fopt))
                              ^~~
                              fabs
1 warning generated.
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c pumaclustii_c.c -o pumaclustii_c.o
pumaclustii_c.c:255:42: warning: variable 'temp2' set but not used [-Wunused-but-set-variable]
        double  *exprs=NULL, *vars=NULL, temp, *temp2, temp3, **t3=NULL, *t4=NULL;
                                                ^
1 warning generated.
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG   -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c user_eval.c -o user_eval.o
clang -arch x86_64 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/x86_64/lib -o puma.so PMmultimgmos.o cregistration.o donlp2.o gme.o ipplr_c.o multimgmos.o newx.o pplr_c.o pumaclust_c.o pumaclustii_c.o user_eval.o -F/Library/Frameworks/R.framework/.. -framework R -Wl,-framework -Wl,CoreFoundation
installing to /Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/library/00LOCK-puma/00new/puma/libs
** R
** data
** demo
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (puma)

Tests output


Example timings

puma.Rcheck/puma-Ex.timings

nameusersystemelapsed
DEResult-class0.0030.0020.004
PMmmgmos0.0000.0010.000
bcomb000
calcAUC0.0010.0000.001
calculateFC0.0000.0010.001
calculateLimma000
calculateTtest0.0000.0000.001
clusterNormE0.0000.0010.000
clusterNormVar0.0000.0010.001
createContrastMatrix0.0500.0040.054
createDesignMatrix0.0650.0060.071
erfc0.0010.0000.001
exprReslt-class0.0000.0010.001
gmhta0.0000.0000.001
gmoExon0.0010.0010.001
hcomb0.0000.0000.001
igmoExon0.0010.0000.001
legend20.0010.0010.002
license.puma0.0020.0020.003
matrixDistance0.0000.0000.001
mgmos0.0010.0000.001
mmgmos0.0000.0010.001
normalisation.gs0.0000.0000.001
numFP0.0010.0010.001
numOfFactorsToUse0.0010.0000.001
numTP0.0010.0010.001
orig_pplr0.0000.0010.001
plot-methods13.551 0.63514.328
plotErrorBars0.3760.0160.395
plotHistTwoClasses0.0160.0020.018
plotROC0.0010.0000.001
pplr0.3350.0320.371
puma-package74.695 1.85377.237
pumaClustii4.6360.0414.725
pumaComb18.962 0.31319.801
pumaCombImproved30.305 1.11832.361
pumaDE48.644 1.26751.241
pumaFull0.0000.0010.001
pumaNormalize0.3690.0190.393
pumaPCA13.278 0.36613.791
pumaclust6.1760.0376.659
removeUninformativeFactors0.0620.0010.065