Appendix C — R packages used

Package Version Citation
arules 1.7.8 Hahsler, Gruen, and Hornik (2005); Hahsler et al. (2011); Hahsler et al. (2024)
base 4.4.2 R Core Team (2024a)
caret 6.0.94 Kuhn and Max (2008)
ceterisParibus 0.4.2 Biecek (2020)
DALEX 2.4.3 Biecek (2018)
data.table 1.16.2 Barrett et al. (2024)
e1071 1.7.16 D. Meyer et al. (2024)
GGally 2.2.1 Schloerke et al. (2024)
glmnet 4.1.8 Friedman, Tibshirani, and Hastie (2010); Simon et al. (2011); Tay, Narasimhan, and Hastie (2023)
grid 4.4.2 R Core Team (2024b)
iml 0.11.3 Molnar, Bischl, and Casalicchio (2018)
infotheo 1.2.0.1 P. E. Meyer (2022)
interactions 1.2.0 Long (2024)
jpeg 0.1.10 Urbanek (2022)
kableExtra 1.4.0 Zhu (2024)
knitr 1.48 Xie (2014); Xie (2015); Xie (2024)
latex2exp 0.9.6 Meschiari (2022)
Metrics 0.1.4 Hamner and Frasco (2018)
mgcv 1.9.1 S. N. Wood (2003); S. N. Wood (2004); S. N. Wood (2011); S. N. Wood et al. (2016); S. N. Wood (2017)
nnet 7.3.19 Venables and Ripley (2002)
OneR 2.2 von Jouanne-Diedrich (2017)
palmerpenguins 0.1.1 Horst, Hill, and Gorman (2020)
partykit 1.2.22 Hothorn, Hornik, and Zeileis (2006); Zeileis, Hothorn, and Hornik (2008); Hothorn and Zeileis (2015)
patchwork 1.3.0 Pedersen (2024)
pre 1.0.7 Fokkema (2020)
randomForest 4.7.1.2 Liaw and Wiener (2002)
ranger 0.17.0 Wright and Ziegler (2017)
reshape2 1.4.4 Wickham (2007)
rJava 1.0.11 Urbanek (2024)
rmarkdown 2.29 Xie, Allaire, and Grolemund (2018); Xie, Dervieux, and Riederer (2020); Allaire et al. (2024)
rpart 4.1.23 Therneau and Atkinson (2023)
RWeka 0.4.46 Witten and Frank (2005); Hornik, Buchta, and Zeileis (2009)
sbrl 1.2 Yang, Rudin, and Seltzer (2016)
tidyverse 2.0.0 Wickham et al. (2019)
tm 0.7.14 Feinerer, Hornik, and Meyer (2008); Feinerer and Hornik (2024)
viridis 0.6.5 Garnier et al. (2024)
yaImpute 1.0.34.1 Nicholas L. Crookston and Andrew O. Finley (2007)