Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-03-04 11:35 -0500 (Wed, 04 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4882
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4574
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 1333/2357HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
mixOmics 6.35.0  (landing page)
Eva Hamrud
Snapshot Date: 2026-03-03 13:40 -0500 (Tue, 03 Mar 2026)
git_url: https://git.bioconductor.org/packages/mixOmics
git_branch: devel
git_last_commit: 6f91947
git_last_commit_date: 2025-10-29 10:48:48 -0500 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
See other builds for mixOmics in R Universe.


CHECK results for mixOmics on kjohnson3

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: 6.35.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:mixOmics.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings mixOmics_6.35.0.tar.gz
StartedAt: 2026-03-03 20:54:50 -0500 (Tue, 03 Mar 2026)
EndedAt: 2026-03-03 21:03:59 -0500 (Tue, 03 Mar 2026)
EllapsedTime: 548.7 seconds
RetCode: 0
Status:   OK  
CheckDir: mixOmics.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:mixOmics.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings mixOmics_6.35.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/mixOmics.Rcheck’
* using R Under development (unstable) (2026-01-15 r89304)
* using platform: aarch64-apple-darwin20
* R was compiled by
    Apple clang version 16.0.0 (clang-1600.0.26.6)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Sonoma 14.8.3
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘mixOmics/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘mixOmics’ version ‘6.35.0’
* 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 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         84.019  7.052  95.106
tune.splsda       33.942  3.999  39.938
tune.plsda        15.523  1.441  18.960
tune.pls          13.255  1.298  15.571
tune.block.plsda   9.785  0.148  10.359
plotIndiv          8.066  1.244  10.167
perf.assess        8.599  0.688  10.297
biplot             6.575  0.047   6.808
tune.block.splsda  4.468  0.080  16.617
* 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 running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 6 NOTEs
See
  ‘/Users/biocbuild/bbs-3.23-bioc/meat/mixOmics.Rcheck/00check.log’
for details.


Installation output

mixOmics.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library’
* installing *source* package ‘mixOmics’ ...
** this is package ‘mixOmics’ version ‘6.35.0’
** 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 Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20

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 6.35.0
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")
2026-03-03 21:00:10.265 R[75324:78841192] XType: Using static font registry.
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 
139.305  13.105 230.770 

Example timings

mixOmics.Rcheck/mixOmics-Ex.timings

nameusersystemelapsed
S3methods-print0.0050.0010.007
auroc0.3780.0070.412
background.predict3.4000.9924.680
biplot6.5750.0476.808
block.pls0.2420.0130.276
block.plsda0.3810.0040.416
block.spls2.2390.0512.500
block.splsda2.9050.0693.158
cim0.0160.0020.018
cimDiablo0.0890.0080.099
circosPlot1.9870.0262.170
colors0.0110.0010.012
explained_variance0.0320.0030.037
get.confusion_matrix0.0570.0040.070
image.tune.rcc0.4630.0580.545
imgCor0.0250.0040.042
impute.nipals0.0040.0010.006
ipca0.3850.0200.482
logratio-transformations0.0280.0030.031
map0.0020.0010.002
mat.rank0.0000.0000.001
mint.block.pls0.0760.0090.088
mint.block.plsda0.0450.0030.049
mint.block.spls0.0600.0050.069
mint.block.splsda0.0490.0030.056
mint.pca0.1960.0070.219
mint.pls0.3240.0050.367
mint.plsda0.3290.0040.354
mint.spls0.3130.0060.344
mint.splsda0.3270.0030.338
mixOmics0.1300.0150.153
nearZeroVar0.2510.0090.263
network0.0050.0010.006
pca2.3170.0422.518
perf0.9780.0921.146
perf.assess 8.599 0.68810.297
plot.rcc0.0040.0010.005
plot.tune0.0000.0000.001
plotArrow0.8480.0190.903
plotDiablo0.0730.0040.082
plotIndiv 8.066 1.24410.167
plotLoadings0.1940.0350.272
plotMarkers000
plotVar0.2920.0080.348
pls0.0020.0000.003
plsda0.1790.0030.197
predict0.0590.0050.065
rcc0.0010.0010.002
selectVar0.1650.0390.206
sipca0.3790.0210.432
spca1.0790.1551.359
spls0.0610.0090.072
splsda0.1890.0060.203
study_split0.0020.0010.003
summary0.0050.0020.007
tune2.1780.2512.592
tune.block.plsda 9.785 0.14810.359
tune.block.splsda 4.468 0.08016.617
tune.mint.plsda0.2920.0300.348
tune.mint.splsda1.2380.1021.438
tune.pca0.3070.0350.379
tune.pls13.255 1.29815.571
tune.plsda15.523 1.44118.960
tune.rcc0.4830.0670.565
tune.spca0.2520.0060.274
tune.spls84.019 7.05295.106
tune.splsda33.942 3.99939.938
unmap0.0010.0020.003
vip0.0030.0010.005
withinVariation0.4410.0050.465
wrapper.rgcca0.0160.0010.018
wrapper.sgcca0.0340.0040.037