Calculating and Visualizing ROC and PR Curves Across Multi-Class Classifications

Tools to solve real-world problems with multiple classes classifications by computing the areas under ROC and PR curve via micro-averaging and macro-averaging. The vignettes of this package can be found via < https://github.com/WandeRum/multiROC>. The methodology is described in V. Van Asch (2013) < https://www.clips.uantwerpen.be/~vincent/pdf/microaverage.pdf> and Pedregosa et al. (2011) < http://scikit-learn.org/stable/auto_examples/model_selection/plot_roc.html>.


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install.packages("multiROC")

1.1.1 by Runmin Wei, 7 months ago


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


Authors: Runmin Wei [aut, cre] , Jingye Wang [aut] , Wei Jia [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports zoo, magrittr, boot, stats

Suggests dplyr, ggplot2


See at CRAN