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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | mupet_0.1.0.tar.gz |
42.4 KiB |
0.1.0 |
rolling linux/noble R-4.5 | mupet_0.1.0.tar.gz |
42.4 KiB |
0.1.0 |
rolling source/ R- | mupet_0.1.0.tar.gz |
23.9 KiB |
0.1.0 |
latest linux/jammy R-4.5 | mupet_0.1.0.tar.gz |
42.4 KiB |
0.1.0 |
latest linux/noble R-4.5 | mupet_0.1.0.tar.gz |
42.4 KiB |
0.1.0 |
latest source/ R- | mupet_0.1.0.tar.gz |
23.9 KiB |
0.1.0 |
2026-04-26 source/ R- | mupet_0.1.0.tar.gz |
23.9 KiB |
0.1.0 |
2026-04-23 source/ R- | mupet_0.1.0.tar.gz |
23.9 KiB |
0.1.0 |
2026-04-09 windows/windows R-4.5 | mupet_0.1.0.zip |
45.2 KiB |