Package: mcca
Type: Package
Title: Multi-Category Classification Accuracy
Version: 0.5.0
Author: Ming Gao, Jialiang Li
Maintainer: Ming Gao <gaoming@umich.edu>
Description: It contains six common multi-category classification
        accuracy evaluation measures: 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
Imports: nnet,rpart,e1071,MASS,stats,pROC,caret
URL: https://github.com/gaoming96/mcca
BugReports: https://github.com/gaoming96/mcca/issues
Config/pak/sysreqs: libicu-dev
Repository: https://gaoming96.r-universe.dev
Date/Publication: 2019-02-05 05:15:59 UTC
RemoteUrl: https://github.com/gaoming96/mcca
RemoteRef: HEAD
RemoteSha: 43f75637c33e8a1a90b4addcf8946c7668e2f067
NeedsCompilation: no
Packaged: 2026-10-11 08:21:26 UTC; root