mcca: Multi-Category Classification Accuracy

It contains six common multi-category classification accuracy evaluation measures. All of these measures could be found in Li and Ming (2019) <doi:10.1002/sim.8103>. Specifically, Hypervolume Under Manifold (HUM), described in Li and Fine (2008) <doi:10.1093/biostatistics/kxm050>. Correct Classification Percentage (CCP), Integrated Discrimination Improvement (IDI), Net Reclassification Improvement (NRI), R-Squared Value (RSQ), described in Li, Jiang and Fine (2013) <doi:10.1093/biostatistics/kxs047>. Polytomous Discrimination Index (PDI), described in Van Calster et al. (2012) <doi:10.1007/s10654-012-9733-3>. Li et al. (2018) <doi:10.1177/0962280217692830>. We described all these above measures and our mcca package in Li, Gao and D'Agostino (2019) <doi:10.1002/sim.8103>.

Version: 0.6.0
Imports: nnet, rpart, e1071, MASS, stats, pROC, caret, rgl
Published: 2019-09-09
Author: Ming Gao, Jialiang Li
Maintainer: Ming Gao <gaoming at umich.edu>
BugReports: https://github.com/gaoming96/mcca/issues
License: GPL-2 | GPL-3 [expanded from: GPL]
URL: https://github.com/gaoming96/mcca
NeedsCompilation: no
CRAN checks: mcca results

Downloads:

Reference manual: mcca.pdf
Package source: mcca_0.6.0.tar.gz
Windows binaries: r-devel: mcca_0.6.0.zip, r-release: mcca_0.6.0.zip, r-oldrel: mcca_0.6.0.zip
OS X binaries: r-release: mcca_0.6.0.tgz, r-oldrel: mcca_0.6.0.tgz
Old sources: mcca archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=mcca to link to this page.