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) . Specifically, 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) .


Reference manual

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0.7.0 by Ming Gao, 2 years ago

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Authors: Ming Gao , Jialiang Li

Documentation:   PDF Manual  

GPL license

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

See at CRAN