<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Cross-Validation for Model Selection</dc:title>
  <dc:title>R package cvms version 2.0.1</dc:title>
  <dc: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., 
    &amp; Wambugu M. (2019, ISBN: 9781838550134).</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5)</dc:relation>
  <dc:relation>Imports: checkmate (&gt;= 2.0.0), data.table (&gt;= 1.12), dplyr (&gt;= 0.8.5),
ggplot2, groupdata2 (&gt;= 2.0.5), lifecycle, lme4 (&gt;= 1.1-23),
methods, MuMIn (&gt;= 1.43.17), parameters (&gt;= 0.15.0), plyr, pROC
(&gt;= 1.16.0), purrr, rearrr (&gt;= 0.3.4), recipes (&gt;= 0.1.13),
reformulas (&gt;= 0.4.3.1), rlang (&gt;= 0.4.7), stats, stringr,
tibble (&gt;= 3.0.3), tidyr (&gt;= 1.1.2), utils</dc:relation>
  <dc:relation>Suggests: AUC, covr (&gt;= 3.3.1), e1071 (&gt;= 1.7-2), furrr, ggimage (&gt;=
0.3.3), ggnewscale (&gt;= 0.5.0), knitr, merDeriv (&gt;= 0.2-4), nnet
(&gt;= 7.3-20), randomForest (&gt;= 4.6-14), rmarkdown, rsvg,
testthat (&gt;= 2.3.2), xpectr (&gt;= 0.4.3)</dc:relation>
  <dc:creator>Ludvig Renbo Olsen &lt;r-pkgs@ludvigolsen.dk&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Ludvig Renbo Olsen [aut, cre] (ORCID:
    &lt;https://orcid.org/0009-0006-6798-7454&gt;),
  Hugh Benjamin Zachariae [aut],
  Indrajeet Patil [ctb] (ORCID: &lt;https://orcid.org/0000-0003-1995-6531&gt;),
  Daniel Lüdecke [ctb] (ORCID: &lt;https://orcid.org/0000-0002-8895-3206&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=cvms/LICENSE)</dc:rights>
  <dc:date>2026-06-05</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=cvms</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.cvms</dc:identifier>
</oai_dc:dc>
