Loading required package: MASS
Loading required package: lattice
Loading required package: ggplot2

Loaded mixOmics 6.22.0
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')

Failed to create bus connection: No such file or directory
── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr     1.1.4     ✔ readr     2.1.4
✔ forcats   1.0.0     ✔ stringr   1.5.1
✔ lubridate 1.9.3     ✔ tibble    3.2.1
✔ purrr     1.0.2     ✔ tidyr     1.3.0
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
✖ purrr::map()    masks mixOmics::map()
✖ dplyr::select() masks MASS::select()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
Warning message:
In system("timedatectl", intern = TRUE) :
  running command 'timedatectl' had status 1
Design matrix has changed to include Y; each block will be
            linked to Y.
Design matrix has changed to include Y; each block will be
            linked to Y.
Saving 7 x 7 in image
Saving 7 x 7 in image
Saving 7 x 7 in image
Joining with `by = join_by(Label)`
Warning message:
ggrepel: 81 unlabeled data points (too many overlaps). Consider increasing max.overlaps 
Saving 7 x 7 in image
Warning message:
ggrepel: 90 unlabeled data points (too many overlaps). Consider increasing max.overlaps