Package: mcca
Type: Package
Title: Multi-Category Classification Accuracy
Version: 0.7.0
Author: Ming Gao, Jialiang Li
Maintainer: Ming Gao <gaoming@umich.edu>
Description: 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>.
License: GPL
Encoding: UTF-8
LazyData: true
Imports: nnet,rpart,e1071,MASS,stats,pROC,caret,rgl
URL: https://github.com/gaoming96/mcca
BugReports: https://github.com/gaoming96/mcca/issues
NeedsCompilation: no
Packaged: 2019-12-19 22:23:09 UTC; gaoming
Repository: CRAN
Date/Publication: 2019-12-20 06:00:08 UTC
Built: R 4.5.2; ; 2025-11-08 05:05:18 UTC; windows
