Multi-Category Classification Accuracy

It contains six common multi-category classification accuracy evaluation measures: Hypervolume Under Manifold (HUM), described in Li and Fine (2008) . Correct Classification Percentage (CCP), Integrated Discrimination Improvement (IDI), Net Reclassification Improvement (NRI), R-Squared Value (RSQ), described in Li, Jiang and Fine (2013) . Polytomous Discrimination Index (PDI), described in Van Calster et al. (2012) . Li et al. (2018) . We described all these above measures and our mcca package in Li, Gao and D'Agostino (2019) .


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install.packages("mcca")

0.5.0 by Ming Gao, 2 months ago


https://github.com/gaoming96/mcca


Report a bug at https://github.com/gaoming96/mcca/issues


Browse source code at https://github.com/cran/mcca


Authors: Ming Gao , Jialiang Li


Documentation:   PDF Manual  


GPL license


Imports nnet, rpart, e1071, MASS, stats, pROC, caret


See at CRAN