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This page was generated on 2026-02-12 11:58 -0500 (Thu, 12 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4889
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 1333/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
mixOmics 6.34.0  (landing page)
Eva Hamrud
Snapshot Date: 2026-02-09 13:45 -0500 (Mon, 09 Feb 2026)
git_url: https://git.bioconductor.org/packages/mixOmics
git_branch: RELEASE_3_22
git_last_commit: 553e6cc
git_last_commit_date: 2025-10-29 10:48:48 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
See other builds for mixOmics in R Universe.


CHECK results for mixOmics on nebbiolo2

To the developers/maintainers of the mixOmics package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/mixOmics.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: mixOmics
Version: 6.34.0
Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:mixOmics.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings mixOmics_6.34.0.tar.gz
StartedAt: 2026-02-10 01:59:05 -0500 (Tue, 10 Feb 2026)
EndedAt: 2026-02-10 02:31:14 -0500 (Tue, 10 Feb 2026)
EllapsedTime: 1928.7 seconds
RetCode: 0
Status:   OK  
CheckDir: mixOmics.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:mixOmics.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings mixOmics_6.34.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/mixOmics.Rcheck’
* using R version 4.5.2 (2025-10-31)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* checking for file ‘mixOmics/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘mixOmics’ version ‘6.34.0’
* package encoding: UTF-8
* 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 ... NOTE
Found the following non-portable file paths:
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-coloured-by-primary-groups-custom-cols-reordered-groups.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-coloured-by-primary-groups-custom-cols-with-set-pch-circle-for-all-samples.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-coloured-by-primary-groups-custom-cols-with-set-pch-triangle-for-all-samples.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-coloured-by-primary-groups-with-pch-for-secondary-groups-reordered.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-coloured-by-primary-groups-with-pch-for-secondary-groups.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-coloured-by-primary-groups-with-set-pch-for-each-group.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-sample-names-coloured-by-primary-groups-custom-cols.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-with-centroids-coloured-by-primary-groups-custom-cols.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-with-ellipse-coloured-by-primary-groups-custom-cols-ellipse-level-0-5.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-with-ellipse-coloured-by-primary-groups-custom-cols-sample-names.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pca/pca-plot-with-ellipse-coloured-by-primary-groups-custom-cols.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/pca-plot-sample-names-coloured-by-primary-groups-custom-cols.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/rcca-plot-coloured-by-primary-groups-custom-cols-reordered-groups.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/rcca-plot-coloured-by-primary-groups-custom-cols-with-set-pch-circle-for-all-samples.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/rcca-plot-coloured-by-primary-groups-with-pch-for-secondary-groups.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/rcca-plot-coloured-by-primary-groups-with-set-pch-for-each-group.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/rcca-plot-with-ellipse-coloured-by-primary-groups-ellipse-level-0-5.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/rcca-plot-with-pch-for-primary-groups-col-consistent.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/spls-plot-with-centroids-and-stars-coloured-by-primary-groups.svg
  mixOmics/tests/testthat/_snaps/plotIndiv.pls/splsda-plot-with-centroids-and-stars-custom-cols-pch-on-second-grouping.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-change-cols-and-borders-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-change-cols-and-borders-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-change-gene-names-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-change-gene-names-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-change-labels-and-label-sizes-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-change-labels-and-label-sizes-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-change-layout-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-change-layout-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-specific-study-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.pls/loadings-plot-mint-pls-specific-study-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.mint.plsda/mint-plsda-loadings-ggplot2-specific-study.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pca/loadings-plot-change-gene-names-and-plot-top-3-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pca/loadings-plot-change-gene-names-and-plot-top-3-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pca/loadings-plot-change-labels-and-label-sizes-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pca/loadings-plot-change-labels-and-label-sizes-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pls/loadings-plot-spls-change-cols-and-borders-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pls/loadings-plot-spls-change-cols-and-borders-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pls/loadings-plot-spls-change-gene-names-and-plot-top-3-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pls/loadings-plot-spls-change-gene-names-and-plot-top-3-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pls/loadings-plot-spls-change-labels-and-label-sizes-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.pls/loadings-plot-spls-change-labels-and-label-sizes-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.plsda/loadings-plot-splsda-with-custom-legend-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.plsda/loadings-plot-splsda-with-custom-legend-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.plsda/loadings-plot-splsda-with-custom-names-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.plsda/loadings-plot-splsda-with-custom-title-and-labels-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.plsda/loadings-plot-splsda-with-custom-title-and-labels-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.sgccda/loadings-plot-diablo-block-specific-with-contrib-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.sgccda/loadings-plot-diablo-block-specific-with-contrib-graphics.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.sgccda/loadings-plot-diablo-change-labels-and-label-sizes-ggplot2.svg
  mixOmics/tests/testthat/_snaps/plotLoadings.sgccda/loadings-plot-diablo-change-labels-and-label-sizes-graphics.svg

Tarballs are only required to store paths of up to 100 bytes and cannot
store those of more than 256 bytes, with restrictions including to 100
bytes for the final component.
See section ‘Package structure’ in the ‘Writing R Extensions’ manual.
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘mixOmics’ can be installed ... OK
* checking installed package size ... INFO
  installed size is  6.5Mb
  sub-directories of 1Mb or more:
    R      1.6Mb
    data   3.3Mb
* checking package 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 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 loading without being on the library search path ... OK
* checking whether startup messages can be suppressed ... OK
* checking dependencies in R code ... NOTE
Namespace in Imports field not imported from: ‘gsignal’
  All declared Imports should be used.
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
.plotLoadings_barplot: no visible binding for global variable
  ‘size.axis’
perf.assess.sgccda: no visible binding for global variable
  ‘signif.threshold’
plotLoadings.mint.pls: no visible binding for global variable
  ‘importance’
plotLoadings.mint.pls: no visible binding for global variable ‘color’
plotLoadings.mint.plsda: no visible binding for global variable
  ‘importance’
plotLoadings.mint.plsda: no visible binding for global variable ‘color’
plotLoadings.mint.spls: no visible binding for global variable
  ‘importance’
plotLoadings.mint.spls: no visible binding for global variable ‘color’
plotLoadings.mint.splsda: no visible binding for global variable
  ‘importance’
plotLoadings.mint.splsda: no visible binding for global variable
  ‘color’
plotLoadings.mixo_pls: no visible binding for global variable
  ‘importance’
plotLoadings.mixo_plsda: no visible binding for global variable
  ‘importance’
plotLoadings.mixo_plsda: no visible binding for global variable ‘color’
plotLoadings.mixo_plsda: no visible binding for global variable ‘group’
plotLoadings.mixo_spls: no visible binding for global variable
  ‘importance’
plotLoadings.mixo_splsda: no visible binding for global variable
  ‘importance’
plotLoadings.mixo_splsda: no visible binding for global variable
  ‘color’
plotLoadings.mixo_splsda: no visible binding for global variable
  ‘group’
plotLoadings.pca: no visible binding for global variable ‘importance’
plotLoadings.rcc: no visible binding for global variable ‘importance’
plotLoadings.rgcca: no visible binding for global variable ‘importance’
plotLoadings.sgcca: no visible binding for global variable ‘importance’
plotLoadings.sgccda: no visible binding for global variable
  ‘importance’
plotLoadings.sgccda: no visible binding for global variable ‘color’
plotLoadings.sgccda: no visible binding for global variable ‘group’
Undefined global functions or variables:
  color group importance signif.threshold size.axis
* checking Rd files ... NOTE
checkRd: (-1) plotLoadings.Rd:479: Lost braces
   479 | For code{mint.pls}, \code{mint.spls}: when \code{study="all.partial"}, 
       |         ^
* checking Rd metadata ... OK
* checking Rd cross-references ... NOTE
Found the following Rd file(s) with Rd \link{} targets missing package
anchors:
  perf.Rd: BiocParallelParam-class
  perf.assess.Rd: BiocParallelParam-class
  rcc.Rd: estimate.lambda
  tune.Rd: BiocParallelParam-class
  tune.block.plsda.Rd: BiocParallelParam-class
  tune.block.splsda.Rd: BiocParallelParam-class
  tune.pls.Rd: BiocParallelParam-class
  tune.plsda.Rd: BiocParallelParam-class
  tune.spca.Rd: BiocParallelParam-class
  tune.spls.Rd: BiocParallelParam-class
  tune.splsda.Rd: BiocParallelParam-class
Please provide package anchors for all Rd \link{} targets not in the
package itself and the base packages.
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... NOTE
S3 methods shown with full name in Rd file 'perf.assess.Rd':
  ‘perf.assess’

The \usage entries for S3 methods should use the \method markup and not
their full name.
See chapter ‘Writing R documentation files’ in the ‘Writing R
Extensions’ manual.
* 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 files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                      user system elapsed
tune.spls          214.646  0.361 215.013
tune.splsda         92.813  0.046  92.861
tune.plsda          40.319  0.037  40.362
tune.pls            32.933  0.098  33.031
tune.block.plsda    30.586  0.004  30.590
perf.assess         23.867  0.073  23.941
plotIndiv           22.312  0.112  22.427
biplot              17.303  0.263  17.567
tune.block.splsda   13.038  0.072  44.169
background.predict   8.474  0.413   8.888
block.splsda         8.218  0.107   8.326
block.spls           7.088  0.116   7.205
circosPlot           6.901  0.070   6.972
pca                  5.947  0.004   5.951
tune                 5.370  0.006   5.377
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 6 NOTEs
See
  ‘/home/biocbuild/bbs-3.22-bioc/meat/mixOmics.Rcheck/00check.log’
for details.


Installation output

mixOmics.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL mixOmics
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’
* installing *source* package ‘mixOmics’ ...
** this is package ‘mixOmics’ version ‘6.34.0’
** using staged installation
** R
** data
** 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
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (mixOmics)

Tests output

mixOmics.Rcheck/tests/testthat.Rout


R version 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu

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.

> library(testthat)
> library(mixOmics)
Loading required package: MASS
Loading required package: lattice
Loading required package: ggplot2

Loaded mixOmics 6.34.0
Thank you for using mixOmics!
Tutorials: http://mixomics.org
Bookdown vignette: https://mixomicsteam.github.io/Bookdown
Questions, issues: Follow the prompts at http://mixomics.org/contact-us
Cite us:  citation('mixOmics')

> 
> test_check("mixOmics")
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
character(0)
[1] "test.keepX is set to NULL, tuning only for number of components..."
[1] "test.keepX is set to NULL, tuning only for number of components..."
[1] "test.keepX set to NULL, tuning only for number of components..."
[1] "test.keepX and test.keepY are set to NULL, tuning only for number of components..."
[1] "test.keepX and test.keepY are set to NULL, tuning only for number of components..."
[1] "test.keepX and test.keepY are set to NULL, tuning only for number of components..."
[1] "test.keepX set to NULL, tuning only for number of components..."
[ FAIL 0 | WARN 3 | SKIP 51 | PASS 663 ]

══ Skipped tests (51) ══════════════════════════════════════════════════════════
• On CRAN (51): 'test-biplot.R:13:1', 'test-biplot.R:35:1',
  'test-biplot.R:59:1', 'test-plotArrow.R:46:1', 'test-plotArrow.R:77:1',
  'test-plotIndiv.mint.R:73:1', 'test-plotIndiv.mint.R:96:1',
  'test-plotIndiv.mint.R:127:1', 'test-plotIndiv.mint.R:142:1',
  'test-plotIndiv.mint.R:165:1', 'test-plotIndiv.pca.R:148:1',
  'test-plotIndiv.pca.R:172:1', 'test-plotIndiv.pca.R:205:1',
  'test-plotIndiv.pca.R:239:1', 'test-plotIndiv.pca.R:259:1',
  'test-plotIndiv.pls.R:415:1', 'test-plotIndiv.pls.R:438:1',
  'test-plotIndiv.pls.R:464:1', 'test-plotIndiv.pls.R:482:1',
  'test-plotIndiv.pls.R:494:1', 'test-plotIndiv.pls.R:527:1',
  'test-plotIndiv.pls.R:560:1', 'test-plotIndiv.pls.R:577:1',
  'test-plotIndiv.pls.R:595:1', 'test-plotIndiv.pls.R:606:1',
  'test-plotIndiv.pls.R:618:1', 'test-plotIndiv.pls.R:651:1',
  'test-plotIndiv.pls.R:662:1', 'test-plotIndiv.pls.R:679:1',
  'test-plotIndiv.pls.R:690:1', 'test-plotIndiv.pls.R:708:1',
  'test-plotIndiv.pls.R:737:1', 'test-plotLoadings.mint.pls.R:11:3',
  'test-plotLoadings.mint.pls.R:58:1', 'test-plotLoadings.mint.pls.R:117:1',
  'test-plotLoadings.mint.plsda.R:14:5', 'test-plotLoadings.mint.plsda.R:61:5',
  'test-plotLoadings.mint.plsda.R:87:1',
  'test-plotLoadings.mint.plsda.R:139:1', 'test-plotLoadings.pca.R:11:3',
  'test-plotLoadings.pca.R:46:1', 'test-plotLoadings.pca.R:80:1',
  'test-plotLoadings.pls.R:39:1', 'test-plotLoadings.pls.R:87:1',
  'test-plotLoadings.plsda.R:105:1', 'test-plotLoadings.plsda.R:144:1',
  'test-plotLoadings.sgccda.R:16:3', 'test-plotLoadings.sgccda.R:32:3',
  'test-plotLoadings.sgccda.R:47:3', 'test-plotLoadings.sgccda.R:91:1',
  'test-plotLoadings.sgccda.R:129:1'

[ FAIL 0 | WARN 3 | SKIP 51 | PASS 663 ]
> 
> proc.time()
   user  system elapsed 
383.345  12.141 546.433 

Example timings

mixOmics.Rcheck/mixOmics-Ex.timings

nameusersystemelapsed
S3methods-print0.0140.0010.015
auroc1.2170.0141.231
background.predict8.4740.4138.888
biplot17.303 0.26317.567
block.pls0.7680.0030.771
block.plsda1.1670.0131.180
block.spls7.0880.1167.205
block.splsda8.2180.1078.326
cim0.0370.0020.039
cimDiablo0.2570.0010.258
circosPlot6.9010.0706.972
colors0.0280.0020.031
explained_variance0.0920.0070.100
get.confusion_matrix0.1650.0000.165
image.tune.rcc1.6930.0051.697
imgCor0.0590.0040.063
impute.nipals0.0120.0000.012
ipca1.2360.0051.241
logratio-transformations0.0530.0020.054
map0.0030.0000.004
mat.rank0.0010.0000.002
mint.block.pls0.1430.0000.143
mint.block.plsda0.1210.0020.123
mint.block.spls0.5060.0110.518
mint.block.splsda0.1220.0010.124
mint.pca0.5660.0000.567
mint.pls0.9430.0310.974
mint.plsda1.0520.0021.054
mint.spls0.9110.0020.913
mint.splsda1.0160.0021.018
mixOmics0.3080.0130.321
nearZeroVar0.6440.0050.649
network0.0110.0010.012
pca5.9470.0045.951
perf2.9170.0843.000
perf.assess23.867 0.07323.941
plot.rcc0.0120.0000.012
plot.tune0.0000.0000.001
plotArrow2.1730.0042.178
plotDiablo0.1890.0000.188
plotIndiv22.312 0.11222.427
plotLoadings0.4990.0230.521
plotMarkers000
plotVar0.9060.0010.906
pls0.0060.0000.006
plsda0.5400.0010.541
predict0.1590.0000.159
rcc0.0020.0000.002
selectVar0.3580.0040.363
sipca0.6750.0010.677
spca3.6170.0203.637
spls0.1730.0010.174
splsda0.5610.0010.562
study_split0.0050.0000.005
summary0.0130.0000.013
tune5.3700.0065.377
tune.block.plsda30.586 0.00430.590
tune.block.splsda13.038 0.07244.169
tune.mint.plsda0.8300.0010.831
tune.mint.splsda3.6220.0023.624
tune.pca0.7820.0060.788
tune.pls32.933 0.09833.031
tune.plsda40.319 0.03740.362
tune.rcc1.5540.0011.555
tune.spca0.7160.0000.717
tune.spls214.646 0.361215.013
tune.splsda92.813 0.04692.861
unmap0.0040.0000.004
vip0.0090.0000.009
withinVariation1.3650.0021.368
wrapper.rgcca0.0670.0010.068
wrapper.sgcca0.1010.0000.101