Appendix C — R packages used

Package Version Citation
base 4.5.2 R Core Team (2025a)
caret 7.0.1 Kuhn and Max (2008)
ceterisParibus 0.6 Biecek (2024)
DALEX 2.5.3 Biecek (2018)
data.table 1.18.4 Barrett et al. (2026)
e1071 1.7.17 D. Meyer et al. (2025)
GGally 2.4.0 Schloerke et al. (2025)
glmnet 5.0 Friedman, Hastie, and Tibshirani (2010); Simon et al. (2011); Tay, Narasimhan, and Hastie (2023)
grid 4.5.2 R Core Team (2025b)
iml 0.11.4 Molnar, Bischl, and Casalicchio (2018)
infotheo 1.2.0.1 P. E. Meyer (2022)
interactions 1.2.0 Long (2024)
jpeg 0.1.11 Urbanek (2025)
kableExtra 1.4.0 Zhu (2024)
knitr 1.51 Xie (2014); Xie (2015); Xie (2025)
latex2exp 0.9.8 Meschiari (2026)
Metrics 0.1.4 Hamner and Frasco (2018)
mgcv 1.9.4 Wood (2003); Wood (2004); Wood (2011); Wood, Pya, and Säfken (2016); Wood (2017)
nnet 7.3.20 Venables and Ripley (2002)
OneR 2.2 von Jouanne-Diedrich (2017)
palmerpenguins 0.1.1 Horst, Hill, and Gorman (2020)
partykit 1.2.27 Hothorn, Hornik, and Zeileis (2006); Zeileis, Hothorn, and Hornik (2008); Hothorn and Zeileis (2015)
patchwork 1.3.2 Pedersen (2025)
pre 1.0.8 Fokkema (2020)
randomForest 4.7.1.2 Liaw and Wiener (2002)
ranger 0.18.0 Wright and Ziegler (2017)
reshape2 1.4.5 Wickham (2007)
rJava 1.0.18 Urbanek (2026)
rmarkdown 2.31 Xie, Allaire, and Grolemund (2018); Xie, Dervieux, and Riederer (2020); Allaire et al. (2026)
rpart 4.1.27 Therneau and Atkinson (2026)
RWeka 0.4.48 Witten and Frank (2005); Hornik, Buchta, and Zeileis (2009)
sbrl 1.2 Yang et al. (n.d.)
tidyverse 2.0.0 Wickham et al. (2019)
tm 0.7.18 Feinerer, Hornik, and Meyer (2008); Feinerer and Hornik (2026)
viridis 0.6.5 Garnier et al. (2024)
yaImpute 1.0.36 Crookston and Finley (2007)