AUC: Threshold independent performance measures for probabilistic classifiers

This package includes functions to compute the area under the curve of selected measures: The area under the sensitivity curve (AUSEC), the area under the specificity curve (AUSPC), the area under the accuracy curve (AUACC), and the area under the receiver operating characteristic curve (AUROC). The curves can also be visualized. Support for partial areas is provided.

Version: 0.3.0
Published: 2013-09-30
Author: Michel Ballings and Dirk Van den Poel
Maintainer: Michel Ballings <Michel.Ballings at UGent.be>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: NA
Materials: NA
CRAN checks: AUC results

Downloads:

Reference manual: AUC.pdf
Package source: AUC_0.3.0.tar.gz
Windows binaries: r-devel: AUC_0.3.0.zip, r-release: AUC_0.3.0.zip, r-oldrel: AUC_0.3.0.zip
OS X Snow Leopard binaries: r-release: AUC_0.3.0.tgz, r-oldrel: AUC_0.3.0.tgz
OS X Mavericks binaries: r-release: AUC_0.3.0.tgz
Old sources: AUC archive

Reverse dependencies:

Reverse imports: hybridEnsemble, interpretR, kernelFactory, optiRum