Package: cvms
Title: Cross-Validation for Model Selection
Version: 1.7.0
Authors@R: 
    c(person(given = "Ludvig Renbo",
             family = "Olsen",
             role = c("aut", "cre"),
             email = "r-pkgs@ludvigolsen.dk",
             comment = c(ORCID = "0009-0006-6798-7454")),
      person(given = "Hugh Benjamin",
             family = "Zachariae",
             role = "aut"),
      person(given = "Indrajeet",
             family = "Patil",
             role = "ctb",
             email = "patilindrajeet.science@gmail.com",
             comment = c(ORCID = "0000-0003-1995-6531")),
      person(given = "Daniel",
             family = "Lüdecke",
             role = "ctb",
             email = "d.luedecke@uke.de", 
             comment = c(ORCID = "0000-0002-8895-3206")))
Description: Cross-validate one or multiple regression and classification models
    and get relevant evaluation metrics in a tidy format. Validate the
    best model on a test set and compare it to a baseline evaluation.
    Alternatively, evaluate predictions from an external model. Currently
    supports regression and classification (binary and multiclass).
    Described in chp. 5 of Jeyaraman, B. P., Olsen, L. R., 
    & Wambugu M. (2019, ISBN: 9781838550134).
License: MIT + file LICENSE
URL: https://github.com/ludvigolsen/cvms
BugReports: https://github.com/ludvigolsen/cvms/issues
Depends: R (>= 3.5)
Imports: checkmate (>= 2.0.0), data.table (>= 1.12), dplyr (>= 0.8.5),
        ggplot2, groupdata2 (>= 2.0.5), lifecycle, lme4 (>= 1.1-23),
        MuMIn (>= 1.43.17), parameters (>= 0.15.0), plyr, pROC (>=
        1.16.0), purrr, rearrr (>= 0.3.4), recipes (>= 0.1.13), rlang
        (>= 0.4.7), stats, stringr, tibble (>= 3.0.3), tidyr (>=
        1.1.2), utils
Suggests: AUC, covr (>= 3.3.1), e1071 (>= 1.7-2), furrr, ggimage (>=
        0.3.3), ggnewscale (>= 0.5.0), knitr, merDeriv (>= 0.2-4), nnet
        (>= 7.3-20), randomForest (>= 4.6-14), rmarkdown, rsvg,
        testthat (>= 2.3.2), xpectr (>= 0.4.3)
VignetteBuilder: knitr
RdMacros: lifecycle
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2025-03-06 22:42:17 UTC; au547627
Author: Ludvig Renbo Olsen [aut, cre] (<https://orcid.org/0009-0006-6798-7454>),
  Hugh Benjamin Zachariae [aut],
  Indrajeet Patil [ctb] (<https://orcid.org/0000-0003-1995-6531>),
  Daniel Lüdecke [ctb] (<https://orcid.org/0000-0002-8895-3206>)
Maintainer: Ludvig Renbo Olsen <r-pkgs@ludvigolsen.dk>
Repository: CRAN
Date/Publication: 2025-03-07 11:30:07 UTC
Built: R 4.5.0; ; 2025-03-07 12:32:58 UTC; unix
