─ Session info ────────────────────────────────────────────────────────
setting value
version R version 4.5.3 (2026-03-11)
os Ubuntu 24.04.4 LTS
system x86_64, linux-gnu
ui X11
language (EN)
collate en_US.UTF-8
ctype en_US.UTF-8
tz Etc/UTC
date 2026-04-23
pandoc 3.9.0.2 @ /usr/bin/ (via rmarkdown)
quarto 1.7.32 @ /usr/local/bin/quarto
─ Packages ────────────────────────────────────────────────────────────
package * version date (UTC) lib source
backports 1.5.1 2026-04-03 [1] RSPM
base64url 1.4 2018-05-14 [1] RSPM
batchtools 0.9.18 2025-08-20 [1] RSPM
bbotk * 1.10.0 2026-04-08 [1] RSPM
bit 4.6.0 2025-03-06 [1] RSPM
bit64 4.8.0 2026-04-21 [1] RSPM
brew 1.0-10 2023-12-16 [1] RSPM
checkmate 2.3.4 2026-02-03 [1] RSPM
class 7.3-23 2025-01-01 [2] CRAN (R 4.5.3)
classInt 0.4-11 2025-01-08 [1] RSPM
cli 3.6.6 2026-04-09 [1] RSPM
cluster 2.1.8.2 2026-02-05 [2] CRAN (R 4.5.3)
codetools 0.2-20 2024-03-31 [2] CRAN (R 4.5.3)
crayon 1.5.3 2024-06-20 [1] RSPM
data.table * 1.18.2.1 2026-01-27 [1] RSPM
DBI 1.3.0 2026-02-25 [1] RSPM
DEoptimR 1.1-4 2025-07-27 [1] RSPM
dictionar6 0.1.3 2026-02-23 [1] https://m~
digest 0.6.39 2025-11-19 [1] RSPM
diptest 0.77-2 2025-08-20 [1] RSPM
distr6 1.8.4 2026-02-23 [1] https://m~
dplyr 1.2.1 2026-04-03 [1] RSPM
e1071 1.7-17 2025-12-18 [1] RSPM
evaluate 1.0.5 2025-08-27 [1] RSPM
farver 2.1.2 2024-05-13 [1] RSPM
fastmap 1.2.0 2024-05-15 [1] RSPM
flexmix 2.3-20 2025-02-28 [1] RSPM
fpc 2.2-14 2026-01-14 [1] RSPM
future 1.70.0 2026-03-14 [1] RSPM
generics 0.1.4 2025-05-09 [1] RSPM
ggplot2 4.0.2 2026-02-03 [1] RSPM
globals 0.19.1 2026-03-13 [1] RSPM
glue 1.8.1 2026-04-17 [1] RSPM
gtable 0.3.6 2024-10-25 [1] RSPM
here 1.0.2 2025-09-15 [1] RSPM
hms 1.1.4 2025-10-17 [1] RSPM
htmltools 0.5.9 2025-12-04 [1] RSPM
htmlwidgets 1.6.4 2023-12-06 [1] RSPM
igraph 2.3.0 2026-04-21 [1] RSPM
jsonlite 2.0.0 2025-03-27 [1] RSPM
kernlab 0.9-33 2024-08-13 [1] RSPM
KernSmooth 2.23-26 2025-01-01 [2] CRAN (R 4.5.3)
knitr 1.51 2025-12-20 [1] RSPM
lattice 0.22-9 2026-02-09 [2] CRAN (R 4.5.3)
lgr 0.5.2 2026-01-30 [1] RSPM
lifecycle 1.0.5 2026-01-08 [1] RSPM
listenv 0.10.1 2026-03-10 [1] RSPM
magrittr 2.0.5 2026-04-04 [1] RSPM
MASS 7.3-65 2025-02-28 [2] CRAN (R 4.5.3)
Matrix 1.7-4 2025-08-28 [2] CRAN (R 4.5.3)
mclust 6.1.2 2025-10-31 [1] RSPM
mlr3 * 1.6.0 2026-04-02 [1] RSPM
mlr3batchmark 0.2.2 2025-09-04 [1] RSPM
mlr3benchmark 0.1.7 2024-12-02 [1] RSPM
mlr3book * 0.1 2026-04-23 [1] Github (mlr-org/mlr3book@002400d)
mlr3cluster 0.3.0 2026-03-01 [1] RSPM
mlr3cmprsk 0.0.5 2026-04-11 [1] https://m~
mlr3data 0.9.0 2024-11-08 [1] RSPM
mlr3db 0.7.1 2026-02-28 [1] RSPM
mlr3extralearners 1.5.2 2026-04-22 [1] https://m~
mlr3fairness 0.4.0 2026-04-23 [1] Github (mlr-org/mlr3fairness@1e86882)
mlr3filters 0.9.0 2025-09-12 [1] RSPM
mlr3fselect 1.5.1 2026-03-18 [1] RSPM
mlr3hyperband 1.1.0 2026-03-17 [1] RSPM
mlr3inferr 0.2.1 2025-11-26 [1] RSPM
mlr3learners 0.14.0 2025-12-13 [1] RSPM
mlr3mbo 1.1.0 2026-03-18 [1] RSPM
mlr3measures 1.3.0 2026-04-17 [1] RSPM
mlr3misc 0.21.0 2026-02-26 [1] RSPM
mlr3oml 0.12.0 2026-01-28 [1] RSPM
mlr3pipelines 0.11.0 2026-03-01 [1] RSPM
mlr3proba 0.8.9 2026-04-14 [1] https://m~
mlr3spatial 0.6.1 2025-09-14 [1] RSPM
mlr3spatiotempcv 2.3.4 2026-04-23 [1] Github (mlr-org/mlr3spatiotempcv@f7b3b8d)
mlr3tuning 1.6.0 2026-03-16 [1] RSPM
mlr3tuningspaces 0.6.0 2025-05-16 [1] RSPM
mlr3verse * 0.3.1 2025-01-14 [1] RSPM
mlr3viz 0.11.0 2026-02-22 [1] RSPM
modeltools 0.2-24 2025-05-02 [1] RSPM
nnet 7.3-20 2025-01-01 [2] CRAN (R 4.5.3)
ooplah 0.2.0 2022-03-25 [1] https://m~
otel 0.2.0 2025-08-29 [1] RSPM
palmerpenguins 0.1.1 2022-08-15 [1] RSPM
paradox * 1.0.1 2024-07-09 [1] RSPM
parallelly 1.47.0 2026-04-17 [1] RSPM
param6 0.2.4 2026-02-23 [1] https://m~
pillar 1.11.1 2025-09-17 [1] RSPM
pkgconfig 2.0.3 2019-09-22 [1] RSPM
prabclus 2.3-5 2026-01-14 [1] RSPM
prettyunits 1.2.0 2023-09-24 [1] RSPM
progress 1.2.3 2023-12-06 [1] RSPM
proxy 0.4-29 2025-12-29 [1] RSPM
R6 2.6.1 2025-02-15 [1] RSPM
rappdirs 0.3.4 2026-01-17 [1] RSPM
RColorBrewer 1.1-3 2022-04-03 [1] RSPM
Rcpp 1.1.1-1 2026-04-16 [1] RSPM
rlang 1.2.0 2026-04-06 [1] RSPM
rmarkdown 2.31 2026-03-26 [1] RSPM
robustbase 0.99-7 2026-02-05 [1] RSPM
rprojroot 2.1.1 2025-08-26 [1] RSPM
S7 0.2.1-1 2025-11-14 [1] RSPM
scales 1.4.0 2025-04-24 [1] RSPM
sessioninfo 1.2.3 2025-02-05 [1] RSPM
set6 0.2.6 2026-02-23 [1] https://m~
sf 1.1-0 2026-02-24 [1] RSPM
spacefillr 0.4.0 2025-02-24 [1] RSPM
stringi 1.8.7 2025-03-27 [1] RSPM
survival 3.8-6 2026-01-16 [2] CRAN (R 4.5.3)
terra 1.9-11 2026-03-26 [1] RSPM
tibble 3.3.1 2026-01-11 [1] RSPM
tidyselect 1.2.1 2024-03-11 [1] RSPM
units 1.0-1 2026-03-11 [1] RSPM
uuid 1.2-2 2026-01-23 [1] RSPM
vctrs 0.7.3 2026-04-11 [1] RSPM
withr 3.0.2 2024-10-28 [1] RSPM
xfun 0.57 2026-03-20 [1] RSPM
yaml 2.3.12 2025-12-10 [1] RSPM
[1] /usr/local/lib/R/site-library
[2] /usr/local/lib/R/library
* ── Packages attached to the search path.
───────────────────────────────────────────────────────────────────────Appendix E — Session Info
This appendix shows the session information for the book.