mcca 0.5.0
Multi-Category Classification Accuracy
Released Feb 5, 2019 by Ming Gao
This package cannot yet be used with Renjin it depends on other packages which are not available:
caret 6.0-81
An
older version of this package is
more compatible with Renjin.
Dependencies
caret 6.0-81
MASS 7.3-51.1
e1071 1.7-0.1
nnet 7.3-12
pROC 1.13.0
rpart 4.1-13
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) .
