Back to Multiple platform build/check report for BioC 3.7
ABCDEFGHIJKLMNOPQ[R]STUVWXYZ

CHECK report for ropls on tokay2

This page was generated on 2018-10-17 08:40:50 -0400 (Wed, 17 Oct 2018).

Package 1270/1561HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
ropls 1.12.0
Etienne A. Thevenot
Snapshot Date: 2018-10-15 16:45:08 -0400 (Mon, 15 Oct 2018)
URL: https://git.bioconductor.org/packages/ropls
Branch: RELEASE_3_7
Last Commit: 02aac63
Last Changed Date: 2018-04-30 10:35:37 -0400 (Mon, 30 Apr 2018)
malbec2 Linux (Ubuntu 16.04.1 LTS) / x86_64  OK  OK  OK UNNEEDED, same version exists in internal repository
tokay2 Windows Server 2012 R2 Standard / x64  OK  OK [ OK ] OK UNNEEDED, same version exists in internal repository
merida2 OS X 10.11.6 El Capitan / x86_64  OK  OK  OK  OK UNNEEDED, same version exists in internal repository

Summary

Package: ropls
Version: 1.12.0
Command: C:\Users\biocbuild\bbs-3.7-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:ropls.install-out.txt --library=C:\Users\biocbuild\bbs-3.7-bioc\R\library --no-vignettes --timings ropls_1.12.0.tar.gz
StartedAt: 2018-10-17 04:32:01 -0400 (Wed, 17 Oct 2018)
EndedAt: 2018-10-17 04:34:04 -0400 (Wed, 17 Oct 2018)
EllapsedTime: 123.3 seconds
RetCode: 0
Status:  OK  
CheckDir: ropls.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   C:\Users\biocbuild\bbs-3.7-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:ropls.install-out.txt --library=C:\Users\biocbuild\bbs-3.7-bioc\R\library --no-vignettes --timings ropls_1.12.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory 'C:/Users/biocbuild/bbs-3.7-bioc/meat/ropls.Rcheck'
* using R version 3.5.1 Patched (2018-07-24 r75005)
* using platform: x86_64-w64-mingw32 (64-bit)
* using session charset: ISO8859-1
* using option '--no-vignettes'
* checking for file 'ropls/DESCRIPTION' ... OK
* checking extension type ... Package
* this is package 'ropls' version '1.12.0'
* 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 whether package 'ropls' can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking 'build' directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* loading checks for arch 'i386'
** 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
* loading checks for arch 'x64'
** 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 ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* 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 installed files from 'inst/doc' ... OK
* checking files in 'vignettes' ... OK
* checking examples ...
** running examples for arch 'i386' ... OK
** running examples for arch 'x64' ... OK
* checking for unstated dependencies in 'tests' ... OK
* checking tests ...
** running tests for arch 'i386' ...
  Running 'runTests.R'
 OK
** running tests for arch 'x64' ...
  Running 'runTests.R'
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in 'inst/doc' ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: OK

Installation output

ropls.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   C:\cygwin\bin\curl.exe -O https://malbec2.bioconductor.org/BBS/3.7/bioc/src/contrib/ropls_1.12.0.tar.gz && rm -rf ropls.buildbin-libdir && mkdir ropls.buildbin-libdir && C:\Users\biocbuild\bbs-3.7-bioc\R\bin\R.exe CMD INSTALL --merge-multiarch --build --library=ropls.buildbin-libdir ropls_1.12.0.tar.gz && C:\Users\biocbuild\bbs-3.7-bioc\R\bin\R.exe CMD INSTALL ropls_1.12.0.zip && rm ropls_1.12.0.tar.gz ropls_1.12.0.zip
###
##############################################################################
##############################################################################


  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed

  0     0    0     0    0     0      0      0 --:--:-- --:--:-- --:--:--     0
100 1148k  100 1148k    0     0  15.2M      0 --:--:-- --:--:-- --:--:-- 16.7M

install for i386

* installing *source* package 'ropls' ...
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
  converting help for package 'ropls'
    finding HTML links ... done
    aminoacids                              html  
    cellulose                               html  
    checkW4M                                html  
    coef                                    html  
    cornell                                 html  
    fitted                                  html  
    foods                                   html  
    fromW4M                                 html  
    getLoadingMN                            html  
    getPcaVarVn                             html  
    getScoreMN                              html  
    getSubsetVi                             html  
    getSummaryDF                            html  
    getVipVn                                html  
    getWeightMN                             html  
    linnerud                                html  
    lowarp                                  html  
    mark                                    html  
    opls-class                              html  
    opls                                    html  
    plot                                    html  
    predict                                 html  
    print                                   html  
    residuals                               html  
    ropls-package                           html  
    sacurine                                html  
    show                                    html  
    strF                                    html  
    tested                                  html  
    toW4M                                   html  
** building package indices
** installing vignettes
** testing if installed package can be loaded
In R CMD INSTALL

install for x64

* installing *source* package 'ropls' ...
** testing if installed package can be loaded
* MD5 sums
packaged installation of 'ropls' as ropls_1.12.0.zip
* DONE (ropls)
In R CMD INSTALL
In R CMD INSTALL
* installing to library 'C:/Users/biocbuild/bbs-3.7-bioc/R/library'
package 'ropls' successfully unpacked and MD5 sums checked
In R CMD INSTALL

Tests output

ropls.Rcheck/tests_i386/runTests.Rout


R version 3.5.1 Patched (2018-07-24 r75005) -- "Feather Spray"
Copyright (C) 2018 The R Foundation for Statistical Computing
Platform: i386-w64-mingw32/i386 (32-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.
Type 'q()' to quit R.

> BiocGenerics:::testPackage("ropls")
OPLS-DA
10 samples x 8 variables and 1 response
standard scaling of predictors and response(s)
      R2X(cum) R2Y(cum) Q2(cum)  RMSEE RMSEP pre ort
Total    0.699    0.976    0.94 0.0928 0.244   1   1
PLS-DA
10 samples x 8 variables and 1 response
standard scaling of predictors and response(s)
      R2X(cum) R2Y(cum) Q2(cum)  RMSEE  RMSEP pre ort
Total    0.753     0.99   0.937 0.0636 0.0537   3   0
dev.new(): using pdf(file="Rplots1.pdf")
PLS-DA
47 samples x 109 variables and 1 response
standard scaling of predictors and response(s)
      R2X(cum) R2Y(cum) Q2(cum) RMSEE pre ort pR2Y  pQ2
Total    0.211     0.47  0.0394 0.338   2   0 0.05 0.05
dev.new(): using pdf(file="Rplots2.pdf")
PLS-DA
47 samples x 109 variables and 1 response
pareto scaling of predictors and standard scaling of response(s)
      R2X(cum) R2Y(cum) Q2(cum) RMSEE pre ort pR2Y  pQ2
Total    0.204    0.442  0.0531 0.353   2   0  0.1 0.05
dev.new(): using pdf(file="Rplots3.pdf")
Loading required package: BiocGenerics
Loading required package: parallel

Attaching package: 'BiocGenerics'

The following objects are masked from 'package:parallel':

    clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
    clusterExport, clusterMap, parApply, parCapply, parLapply,
    parLapplyLB, parRapply, parSapply, parSapplyLB

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, append,
    as.data.frame, basename, cbind, colMeans, colSums, colnames,
    dirname, do.call, duplicated, eval, evalq, get, grep, grepl,
    intersect, is.unsorted, lapply, lengths, mapply, match, mget,
    order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
    rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
    union, unique, unsplit, which, which.max, which.min

Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.

dev.new(): using pdf(file="Rplots4.pdf")
dev.new(): using pdf(file="Rplots5.pdf")
dev.new(): using pdf(file="Rplots6.pdf")
dev.new(): using pdf(file="Rplots7.pdf")
dev.new(): using pdf(file="Rplots8.pdf")
dev.new(): using pdf(file="Rplots9.pdf")
dev.new(): using pdf(file="Rplots10.pdf")
dev.new(): using pdf(file="Rplots11.pdf")
dev.new(): using pdf(file="Rplots12.pdf")
dev.new(): using pdf(file="Rplots13.pdf")
dev.new(): using pdf(file="Rplots14.pdf")
dev.new(): using pdf(file="Rplots15.pdf")
dev.new(): using pdf(file="Rplots16.pdf")
dev.new(): using pdf(file="Rplots17.pdf")

1) Data set:
183 samples x 109 variables
0 (0%) NAs
0 excluded variables (near zero variance)
standard x scaling
Summary of the 3 increasing variance spaced raw variables:
  Citric acid    Ortho-Hydroxyphenylacetic acid Acetaminophen glucuronide
 Min.   :3.978   Min.   :3.516                  Min.   :-0.30001         
 1st Qu.:4.240   1st Qu.:4.260                  1st Qu.: 0.04682         
 Median :4.354   Median :4.465                  Median : 1.23248         
 Mean   :4.352   Mean   :4.438                  Mean   : 1.38781         
 3rd Qu.:4.450   3rd Qu.:4.656                  3rd Qu.: 2.09594         
 Max.   :4.804   Max.   :5.428                  Max.   : 5.56739         

2) Model: PCA
Correlations between variables and first 2 components:
                                       p1    p2 cor_p1 cor_p2
Salicylic acid                    -0.0069    NA -0.028     NA
N-Acetylleucine                    0.0015    NA  0.006     NA
Chenodeoxycholic acid isomer       0.0075    NA  0.030     NA
Pyridylacetylglycine               0.1500    NA  0.590     NA
Dimethylguanosine                  0.1700    NA  0.670     NA
4-Acetamidobutanoic acid isomer 2  0.1800    NA  0.730     NA
Pentose                                NA -0.24     NA  -0.79
Fumaric acid                           NA -0.22     NA  -0.74
Pyrocatechol sulfate                   NA -0.22     NA  -0.72
6-(carboxymethoxy)-hexanoic acid       NA  0.16     NA   0.52
Testosterone glucuronide               NA  0.16     NA   0.54
FMNH2                                  NA  0.17     NA   0.56

     R2X R2X(cum) Iter.
p1 0.149    0.149     0
p2 0.103    0.252     0

1) Data set:
183 samples x 109 variables and 1 response
0 (0%) NAs
0 excluded variables (near zero variance)
standard x and y scaling
Summary of the 3 increasing variance spaced raw variables:
  Citric acid    Ortho-Hydroxyphenylacetic acid Acetaminophen glucuronide
 Min.   :3.978   Min.   :3.516                  Min.   :-0.30001         
 1st Qu.:4.240   1st Qu.:4.260                  1st Qu.: 0.04682         
 Median :4.354   Median :4.465                  Median : 1.23248         
 Mean   :4.352   Mean   :4.438                  Mean   : 1.38781         
 3rd Qu.:4.450   3rd Qu.:4.656                  3rd Qu.: 2.09594         
 Max.   :4.804   Max.   :5.428                  Max.   : 5.56739         

2) Model: PLS-DA
Correlations between variables and first 2 components:
                                     p1     p2 cor_p1 cor_p2
Testosterone glucuronide         -0.180     NA  -0.50     NA
6-(carboxymethoxy)-hexanoic acid -0.097     NA  -0.27     NA
Asp-Leu/Ile isomer 1             -0.080     NA  -0.22     NA
Glucuronic acid and/or isomers    0.220     NA   0.62     NA
Phe-Tyr-Asp (and isomers)         0.220     NA   0.63     NA
alpha-N-Phenylacetyl-glutamine    0.220     NA   0.64     NA
Porphobilinogen                      NA -0.200     NA -0.530
1-Methyluric acid                    NA -0.200     NA -0.530
p-Hydroxymandelic acid               NA -0.200     NA -0.520
Malic acid                           NA  0.030     NA  0.078
p-Anisic acid                        NA  0.066     NA  0.180
Acetaminophen glucuronide            NA  0.093     NA  0.240

      R2X R2X(cum)   R2Y R2Y(cum)    Q2 Q2(cum) Signif. Iter.
p1 0.0984   0.0984 0.479    0.479 0.401   0.401      R1     1
p2 0.0861   0.1850 0.189    0.668 0.256   0.555      R1     1
 Country Gr_Coffe ... Yoghurt Crisp_Brea
  factor  numeric ... numeric    numeric
 nRow nCol size NAs
   16   21 0 Mb   3
    Country Gr_Coffe ... Yoghurt Crisp_Brea
1       Ger       90 ...      30         26
2       Ita       82 ...       5         18
...     ...      ... ...     ...        ...
15      Spa       70 ...      16         13
16      Ire       30 ...       3          9
 Country Gr_Coffe Inst_Coffe ... Olive_Oil Yoghurt Crisp_Brea
  factor  numeric    numeric ...   numeric numeric    numeric
 nRow nCol size NAs
   16   21 0 Mb   3
    Country Gr_Coffe Inst_Coffe ... Olive_Oil Yoghurt Crisp_Brea
1       Ger       90         49 ...        74      30         26
2       Ita       82         10 ...        94       5         18
3       Fra       88         42 ...        36      57          3
...     ...      ...        ... ...       ...     ...        ...
14      Fin       98         12 ...        17    <NA>         64
15      Spa       70         40 ...        91      16         13
16      Ire       30         52 ...        31       3          9
       dim  class    mode  typeof size NAs
 1 x 1'000 matrix logical logical 0 Mb   0
     1    2 ...  999 1000
1 TRUE TRUE ... TRUE TRUE
     dim  class      mode    typeof size NAs
 10 x 10 matrix character character 0 Mb   0
      1   2 ...   9  10
1     a   a ...   a   a
2     a   a ...   a   a
... ... ... ... ... ...
9     a   a ...   a   a
10    a   a ...   a   a
       dim  class    mode typeof   size NAs  min mean median max
 183 x 109 matrix numeric double 0.2 Mb   0 -0.3  4.2    4.3   6
       (2-methoxyethoxy)propanoic acid isomer (gamma)Glu-Leu/Ile ...
HU_011                            3.019766011        3.888479324 ...
HU_014                             3.81433889        4.277148905 ...
...                                       ...                ... ...
HU_208                            3.748127215        4.523763202 ...
HU_209                            4.208859398        4.675880567 ...
       Valerylglycine isomer 2  Xanthosine
HU_011             3.889078716 4.075879575
HU_014             4.181765852 4.195761901
...                        ...         ...
HU_208             4.634338821 4.487781609
HU_209              4.47194762 4.222953354
     age     bmi gender
 numeric numeric factor
 nRow nCol size NAs
  183    3 0 Mb   0
        age   bmi gender
HU_011   29 19.75      M
HU_014   59 22.64      F
...     ...   ...    ...
HU_208   27 18.61      F
HU_209 17.5 21.48      F


RUNIT TEST PROTOCOL -- Wed Oct 17 04:33:48 2018 
*********************************************** 
Number of test functions: 20 
Number of errors: 0 
Number of failures: 0 

 
1 Test Suite : 
ropls RUnit Tests - 20 test functions, 0 errors, 0 failures
Number of test functions: 20 
Number of errors: 0 
Number of failures: 0 
Warning messages:
1: 'permI' set to 0 because train/test partition is selected 
2: 'permI' set to 0 because train/test partition is selected 
3: Character 'parAsColFcVn' set to a factor 
> 
> proc.time()
   user  system elapsed 
  10.85    0.50   11.70

ropls.Rcheck/tests_x64/runTests.Rout


R version 3.5.1 Patched (2018-07-24 r75005) -- "Feather Spray"
Copyright (C) 2018 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64 (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.
Type 'q()' to quit R.

> BiocGenerics:::testPackage("ropls")
OPLS-DA
10 samples x 8 variables and 1 response
standard scaling of predictors and response(s)
      R2X(cum) R2Y(cum) Q2(cum)  RMSEE RMSEP pre ort
Total    0.699    0.976    0.94 0.0928 0.244   1   1
PLS-DA
10 samples x 8 variables and 1 response
standard scaling of predictors and response(s)
      R2X(cum) R2Y(cum) Q2(cum)  RMSEE  RMSEP pre ort
Total    0.753     0.99   0.937 0.0636 0.0537   3   0
dev.new(): using pdf(file="Rplots1.pdf")
PLS-DA
47 samples x 109 variables and 1 response
standard scaling of predictors and response(s)
      R2X(cum) R2Y(cum) Q2(cum) RMSEE pre ort pR2Y  pQ2
Total    0.211     0.47  0.0394 0.338   2   0 0.05 0.05
dev.new(): using pdf(file="Rplots2.pdf")
PLS-DA
47 samples x 109 variables and 1 response
pareto scaling of predictors and standard scaling of response(s)
      R2X(cum) R2Y(cum) Q2(cum) RMSEE pre ort pR2Y  pQ2
Total    0.204    0.442  0.0531 0.353   2   0 0.15 0.05
dev.new(): using pdf(file="Rplots3.pdf")
Loading required package: BiocGenerics
Loading required package: parallel

Attaching package: 'BiocGenerics'

The following objects are masked from 'package:parallel':

    clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
    clusterExport, clusterMap, parApply, parCapply, parLapply,
    parLapplyLB, parRapply, parSapply, parSapplyLB

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, append,
    as.data.frame, basename, cbind, colMeans, colSums, colnames,
    dirname, do.call, duplicated, eval, evalq, get, grep, grepl,
    intersect, is.unsorted, lapply, lengths, mapply, match, mget,
    order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
    rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
    union, unique, unsplit, which, which.max, which.min

Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.

dev.new(): using pdf(file="Rplots4.pdf")
dev.new(): using pdf(file="Rplots5.pdf")
dev.new(): using pdf(file="Rplots6.pdf")
dev.new(): using pdf(file="Rplots7.pdf")
dev.new(): using pdf(file="Rplots8.pdf")
dev.new(): using pdf(file="Rplots9.pdf")
dev.new(): using pdf(file="Rplots10.pdf")
dev.new(): using pdf(file="Rplots11.pdf")
dev.new(): using pdf(file="Rplots12.pdf")
dev.new(): using pdf(file="Rplots13.pdf")
dev.new(): using pdf(file="Rplots14.pdf")
dev.new(): using pdf(file="Rplots15.pdf")
dev.new(): using pdf(file="Rplots16.pdf")
dev.new(): using pdf(file="Rplots17.pdf")

1) Data set:
183 samples x 109 variables
0 (0%) NAs
0 excluded variables (near zero variance)
standard x scaling
Summary of the 3 increasing variance spaced raw variables:
  Citric acid    Ortho-Hydroxyphenylacetic acid Acetaminophen glucuronide
 Min.   :3.978   Min.   :3.516                  Min.   :-0.30001         
 1st Qu.:4.240   1st Qu.:4.260                  1st Qu.: 0.04682         
 Median :4.354   Median :4.465                  Median : 1.23248         
 Mean   :4.352   Mean   :4.438                  Mean   : 1.38781         
 3rd Qu.:4.450   3rd Qu.:4.656                  3rd Qu.: 2.09594         
 Max.   :4.804   Max.   :5.428                  Max.   : 5.56739         

2) Model: PCA
Correlations between variables and first 2 components:
                                       p1    p2 cor_p1 cor_p2
Salicylic acid                    -0.0069    NA -0.028     NA
N-Acetylleucine                    0.0015    NA  0.006     NA
Chenodeoxycholic acid isomer       0.0075    NA  0.030     NA
Pyridylacetylglycine               0.1500    NA  0.590     NA
Dimethylguanosine                  0.1700    NA  0.670     NA
4-Acetamidobutanoic acid isomer 2  0.1800    NA  0.730     NA
FMNH2                                  NA -0.17     NA  -0.56
Testosterone glucuronide               NA -0.16     NA  -0.54
6-(carboxymethoxy)-hexanoic acid       NA -0.16     NA  -0.52
Pyrocatechol sulfate                   NA  0.22     NA   0.72
Fumaric acid                           NA  0.22     NA   0.74
Pentose                                NA  0.24     NA   0.79

     R2X R2X(cum) Iter.
p1 0.149    0.149     0
p2 0.103    0.252     0

1) Data set:
183 samples x 109 variables and 1 response
0 (0%) NAs
0 excluded variables (near zero variance)
standard x and y scaling
Summary of the 3 increasing variance spaced raw variables:
  Citric acid    Ortho-Hydroxyphenylacetic acid Acetaminophen glucuronide
 Min.   :3.978   Min.   :3.516                  Min.   :-0.30001         
 1st Qu.:4.240   1st Qu.:4.260                  1st Qu.: 0.04682         
 Median :4.354   Median :4.465                  Median : 1.23248         
 Mean   :4.352   Mean   :4.438                  Mean   : 1.38781         
 3rd Qu.:4.450   3rd Qu.:4.656                  3rd Qu.: 2.09594         
 Max.   :4.804   Max.   :5.428                  Max.   : 5.56739         

2) Model: PLS-DA
Correlations between variables and first 2 components:
                                     p1     p2 cor_p1 cor_p2
Testosterone glucuronide         -0.180     NA  -0.50     NA
6-(carboxymethoxy)-hexanoic acid -0.097     NA  -0.27     NA
Asp-Leu/Ile isomer 1             -0.080     NA  -0.22     NA
Glucuronic acid and/or isomers    0.220     NA   0.62     NA
Phe-Tyr-Asp (and isomers)         0.220     NA   0.63     NA
alpha-N-Phenylacetyl-glutamine    0.220     NA   0.64     NA
Porphobilinogen                      NA -0.200     NA -0.530
1-Methyluric acid                    NA -0.200     NA -0.530
p-Hydroxymandelic acid               NA -0.200     NA -0.520
Malic acid                           NA  0.030     NA  0.078
p-Anisic acid                        NA  0.066     NA  0.180
Acetaminophen glucuronide            NA  0.093     NA  0.240

      R2X R2X(cum)   R2Y R2Y(cum)    Q2 Q2(cum) Signif. Iter.
p1 0.0984   0.0984 0.479    0.479 0.401   0.401      R1     1
p2 0.0861   0.1850 0.189    0.668 0.256   0.555      R1     1
 Country Gr_Coffe ... Yoghurt Crisp_Brea
  factor  numeric ... numeric    numeric
 nRow nCol size NAs
   16   21 0 Mb   3
    Country Gr_Coffe ... Yoghurt Crisp_Brea
1       Ger       90 ...      30         26
2       Ita       82 ...       5         18
...     ...      ... ...     ...        ...
15      Spa       70 ...      16         13
16      Ire       30 ...       3          9
 Country Gr_Coffe Inst_Coffe ... Olive_Oil Yoghurt Crisp_Brea
  factor  numeric    numeric ...   numeric numeric    numeric
 nRow nCol size NAs
   16   21 0 Mb   3
    Country Gr_Coffe Inst_Coffe ... Olive_Oil Yoghurt Crisp_Brea
1       Ger       90         49 ...        74      30         26
2       Ita       82         10 ...        94       5         18
3       Fra       88         42 ...        36      57          3
...     ...      ...        ... ...       ...     ...        ...
14      Fin       98         12 ...        17    <NA>         64
15      Spa       70         40 ...        91      16         13
16      Ire       30         52 ...        31       3          9
       dim  class    mode  typeof size NAs
 1 x 1'000 matrix logical logical 0 Mb   0
     1    2 ...  999 1000
1 TRUE TRUE ... TRUE TRUE
     dim  class      mode    typeof size NAs
 10 x 10 matrix character character 0 Mb   0
      1   2 ...   9  10
1     a   a ...   a   a
2     a   a ...   a   a
... ... ... ... ... ...
9     a   a ...   a   a
10    a   a ...   a   a
       dim  class    mode typeof   size NAs  min mean median max
 183 x 109 matrix numeric double 0.2 Mb   0 -0.3  4.2    4.3   6
       (2-methoxyethoxy)propanoic acid isomer (gamma)Glu-Leu/Ile ...
HU_011                            3.019766011        3.888479324 ...
HU_014                             3.81433889        4.277148905 ...
...                                       ...                ... ...
HU_208                            3.748127215        4.523763202 ...
HU_209                            4.208859398        4.675880567 ...
       Valerylglycine isomer 2  Xanthosine
HU_011             3.889078716 4.075879575
HU_014             4.181765852 4.195761901
...                        ...         ...
HU_208             4.634338821 4.487781609
HU_209              4.47194762 4.222953354
     age     bmi gender
 numeric numeric factor
 nRow nCol size NAs
  183    3 0 Mb   0
        age   bmi gender
HU_011   29 19.75      M
HU_014   59 22.64      F
...     ...   ...    ...
HU_208   27 18.61      F
HU_209 17.5 21.48      F


RUNIT TEST PROTOCOL -- Wed Oct 17 04:33:58 2018 
*********************************************** 
Number of test functions: 20 
Number of errors: 0 
Number of failures: 0 

 
1 Test Suite : 
ropls RUnit Tests - 20 test functions, 0 errors, 0 failures
Number of test functions: 20 
Number of errors: 0 
Number of failures: 0 
Warning messages:
1: 'permI' set to 0 because train/test partition is selected 
2: 'permI' set to 0 because train/test partition is selected 
3: Character 'parAsColFcVn' set to a factor 
> 
> proc.time()
   user  system elapsed 
   9.43    0.43    9.93

Example timings

ropls.Rcheck/examples_i386/ropls-Ex.timings

nameusersystemelapsed
checkW4M0.260.000.55
coef1.080.051.14
fitted1.530.021.55
fromW4M0.130.000.12
getLoadingMN0.750.030.86
getPcaVarVn0.150.010.17
getScoreMN0.850.021.05
getSubsetVi0.160.030.19
getSummaryDF1.140.051.22
getVipVn0.950.031.08
getWeightMN1.050.011.08
opls-class2.940.143.29
opls2.950.143.13
plot1.450.302.37
predict0.160.020.18
print0.750.040.79
residuals0.560.020.58
ropls-package2.190.092.66
show0.910.020.93
strF0.010.000.02
tested0.110.020.12
toW4M0.220.000.25

ropls.Rcheck/examples_x64/ropls-Ex.timings

nameusersystemelapsed
checkW4M0.140.000.14
coef0.890.021.00
fitted1.530.011.56
fromW4M0.20.00.2
getLoadingMN0.890.030.96
getPcaVarVn0.170.040.21
getScoreMN0.920.010.95
getSubsetVi0.100.000.09
getSummaryDF0.960.031.07
getVipVn0.960.051.00
getWeightMN1.040.031.07
opls-class3.320.144.14
opls3.180.193.75
plot1.680.232.14
predict0.090.010.14
print1.160.021.19
residuals0.820.020.84
ropls-package2.080.062.19
show1.030.031.06
strF0.020.020.03
tested0.120.030.16
toW4M0.180.000.17