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>.
Version: 1.1.1 Imports: zoo, magrittr, boot, stats Suggests: dplyr, ggplot2 Published: 2018-06-26 DOI: 10.32614/CRAN.package.multiROC Author: Runmin Wei [aut, cre], Jingye Wang [aut], Wei Jia [ctb] Maintainer: Runmin Wei <runmin at hawaii.edu> License: GPL-3 NeedsCompilation: no CRAN checks: multiROC results Documentation: Reference manual: multiROC.pdf Downloads: Package source: multiROC_1.1.1.tar.gz Windows binaries: r-devel: multiROC_1.1.1.zip, r-release: multiROC_1.1.1.zip, r-oldrel: multiROC_1.1.1.zip macOS binaries: r-release (arm64): multiROC_1.1.1.tgz, r-oldrel (arm64): multiROC_1.1.1.tgz, r-release (x86_64): multiROC_1.1.1.tgz, r-oldrel (x86_64): multiROC_1.1.1.tgz Old sources: multiROC archive Linking:Please use the canonical form https://CRAN.R-project.org/package=multiROC to link to this page.
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