ROC Curves for Multi-Class Analysis

Function multiroc() can be used for computing and visualizing Receiver Operating Characteristics (ROC) and Area Under the Curve (AUC) for multi-class classification problems. It supports both One-vs-One approach by M.Bishop, C. (2006, ISBN:978-0-387-31073-2) and One-vs-All approach by Murphy P., K. (2012, ISBN:9780262018029).


Reference manual

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install.packages("MultiClassROC")

0.1.0 by Marton Varga, 3 years ago


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


Authors: Marton Varga [cre, aut]


Documentation:   PDF Manual  


GPL-3 license


Imports ggplot2, pROC


See at CRAN