multiROC

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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Description file content

Package
multiROC
Title
Calculating and Visualizing ROC and PR Curves Across Multi-Class Classifications
Version
1.1.1
Description
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 . The methodology is described in V. Van Asch (2013) and Pedregosa et al. (2011) .
License
GPL-3
Encoding
UTF-8
LazyData
true
Imports
zoo, magrittr, boot, stats
Suggests
dplyr, ggplot2
NeedsCompilation
no
Repository
CRAN
Date/Publication
2018-06-26 20:24:05 UTC
RoxygenNote
6.0.1.9000
Packaged
2018-06-26 20:14:17 UTC; jingye
Author
Runmin Wei [aut, cre], Jingye Wang [aut], Wei Jia [ctb]
Maintainer
Runmin Wei

install.packages('multiROC')

1.1.1

5 months ago

Runmin Wei

GPL-3

Imports

zoo, magrittr, boot, stats

Suggests

dplyr, ggplot2

Discussions