mupet: Multiclass Performance Evaluation Toolkit
Implementation of custom 'tidymodels' metrics for multi-class prediction models with a single negative class. Currently are implemented macro-average sensitivity and specificity as in Mortaz, Ebrahim (2020) "Imbalance accuracy metric for model selection in multi-class imbalance classification problems” <doi:10.1016/j.knosys.2020.106490> and a generalized weighted Youden index as in Li, D.L., Shen F., Yin Y., Peng J.X and Chen P.Y. (2013) “Weighted Youden index and its two-independent-sample comparison based on weighted sensitivity and specificity” <doi:10.3760/cma.j.issn.0366-6999.20123102>.
| Version: | 0.1.0 |
| Imports: | rlang, yardstick |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-01-21 |
| DOI: | 10.32614/CRAN.package.mupet (may not be active yet) |
| Author: | Lise Bellanger [aut],
Manon Simonot [aut],
Aymeric Stamm 
[aut, cre] |
| Maintainer: | Aymeric Stamm <aymeric.stamm at cnrs.fr> |
| BugReports: | https://github.com/astamm/mupet/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/astamm/mupet, https://astamm.github.io/mupet/ |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | mupet results |
Documentation:
| Reference manual: | mupet.html , mupet.pdf |
Downloads:
| Package source: | mupet_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): mupet_0.1.0.tgz, r-oldrel (x86_64): mupet_0.1.0.tgz |
Linking:
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