Computing Environment
This book was built with the following computing environment and packages:
sessioninfo::session_info(pkgs = 'attached')
## ─ Session info ───────────────────────────
## setting value
## version R version 4.3.2 (2023-10-31)
## os macOS Sonoma 14.0
## system x86_64, darwin20
## ui RStudio
## language (EN)
## collate en_US.UTF-8
## ctype en_US.UTF-8
## tz America/New_York
## date 2024-01-15
## rstudio 2023.12.0+369 Ocean Storm (desktop)
## pandoc 3.1.1 @ /Applications/RStudio.app/Contents/Resources/app/quarto/bin/tools/ (via rmarkdown)
##
## ─ Packages ───────────────────────────────
## package * version date (UTC) lib source
## baguette * 1.0.1 2023-04-04 [1] CRAN (R 4.3.0)
## broom * 1.0.5 2023-06-09 [1] CRAN (R 4.3.0)
## caret * 6.0-94 2023-03-21 [1] CRAN (R 4.3.0)
## DiagrammeR * 1.0.10 2023-05-18 [1] CRAN (R 4.3.0)
## dials * 1.2.0 2023-04-03 [1] CRAN (R 4.3.0)
## dplyr * 1.1.2 2023-04-20 [1] CRAN (R 4.3.0)
## earth * 5.3.2 2023-01-26 [1] CRAN (R 4.3.0)
## forcats * 1.0.0 2023-01-29 [1] CRAN (R 4.3.0)
## Formula * 1.2-5 2023-02-24 [1] CRAN (R 4.3.0)
## ggplot2 * 3.4.4 2023-10-12 [1] CRAN (R 4.3.0)
## glmnet * 4.1-8 2023-08-22 [1] CRAN (R 4.3.0)
## here * 1.0.1 2020-12-13 [1] CRAN (R 4.3.0)
## infer * 1.0.4 2022-12-02 [1] CRAN (R 4.3.0)
## kableExtra * 1.3.4 2021-02-20 [1] CRAN (R 4.3.0)
## kernlab * 0.9-32 2023-01-31 [1] CRAN (R 4.3.0)
## kknn * 1.3.1 2016-03-26 [1] CRAN (R 4.3.0)
## lattice * 0.21-9 2023-10-01 [1] CRAN (R 4.3.2)
## lubridate * 1.9.2 2023-02-10 [1] CRAN (R 4.3.0)
## Matrix * 1.6-1.1 2023-09-18 [1] CRAN (R 4.3.2)
## modeldata * 1.2.0 2023-08-09 [1] CRAN (R 4.3.0)
## parsnip * 1.1.1 2023-08-17 [1] CRAN (R 4.3.0)
## pdp * 0.8.1 2022-06-07 [1] CRAN (R 4.3.0)
## plotly * 4.10.2 2023-06-03 [1] CRAN (R 4.3.0)
## plotmo * 3.6.2 2022-05-21 [1] CRAN (R 4.3.0)
## plotrix * 3.8-3 2023-11-02 [1] CRAN (R 4.3.0)
## plotROC * 2.3.0 2022-05-26 [1] CRAN (R 4.3.0)
## purrr * 1.0.2 2023-08-10 [1] CRAN (R 4.3.0)
## randomForest * 4.7-1.1 2022-05-23 [1] CRAN (R 4.3.0)
## ranger * 0.16.0 2023-11-12 [1] CRAN (R 4.3.0)
## readr * 2.1.4 2023-02-10 [1] CRAN (R 4.3.0)
## recipes * 1.0.9 2023-12-13 [1] CRAN (R 4.3.0)
## reshape2 * 1.4.4 2020-04-09 [1] CRAN (R 4.3.0)
## rpart * 4.1.21 2023-10-09 [1] CRAN (R 4.3.2)
## rpart.plot * 3.1.1 2022-05-21 [1] CRAN (R 4.3.0)
## rsample * 1.2.0 2023-08-23 [1] CRAN (R 4.3.0)
## scales * 1.2.1 2022-08-20 [1] CRAN (R 4.3.0)
## stringr * 1.5.0 2022-12-02 [1] CRAN (R 4.3.0)
## TeachingDemos * 2.12 2020-04-07 [1] CRAN (R 4.3.0)
## tibble * 3.2.1 2023-03-20 [1] CRAN (R 4.3.0)
## tidymodels * 1.1.1 2023-08-24 [1] CRAN (R 4.3.0)
## tidyr * 1.3.0 2023-01-24 [1] CRAN (R 4.3.0)
## tidyverse * 2.0.0 2023-02-22 [1] CRAN (R 4.3.0)
## tune * 1.1.2 2023-08-23 [1] CRAN (R 4.3.0)
## vip * 0.3.2 2020-12-17 [1] CRAN (R 4.3.0)
## workflows * 1.1.3 2023-02-22 [1] CRAN (R 4.3.0)
## workflowsets * 1.0.1 2023-04-06 [1] CRAN (R 4.3.0)
## yardstick * 1.2.0 2023-04-21 [1] CRAN (R 4.3.0)
##
## [1] /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/library
##
## ─ Python configuration ───────────────────
## python: /Users/b294776/Library/r-miniconda/envs/r-reticulate/bin/python
## libpython: /Users/b294776/Library/r-miniconda/envs/r-reticulate/lib/libpython3.8.dylib
## pythonhome: /Users/b294776/Library/r-miniconda/envs/r-reticulate:/Users/b294776/Library/r-miniconda/envs/r-reticulate
## version: 3.8.13 | packaged by conda-forge | (default, Mar 25 2022, 06:05:47) [Clang 12.0.1 ]
## numpy: /Users/b294776/Library/r-miniconda/envs/r-reticulate/lib/python3.8/site-packages/numpy
## numpy_version: 1.22.4
##
## ──────────────────────────────────────────