lightAUC: Fast AUC Computation

Fast calculation of Area Under Curve (AUC) metric of a Receiver Operating Characteristic (ROC) curve, using the algorithm of Fawcett (2006) <doi:10.1016/j.patrec.2005年10月01日0>. Therefore it is appropriate for large-scale AUC metric calculations.

Version: 0.1.3
Imports: Rcpp (≥ 1.0.13), RcppParallel (≥ 5.1.9)
Suggests: Rfast, Rfast2, knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2025年05月01日
Author: Christos Adam ORCID iD [aut, cre]
Maintainer: Christos Adam <econp266 at econ.soc.uoc.gr>
License: GPL-3
NeedsCompilation: yes
SystemRequirements: GNU make
Materials: README, NEWS
CRAN checks: lightAUC results

Documentation:

Reference manual: lightAUC.html , lightAUC.pdf

Downloads:

Package source: lightAUC_0.1.3.tar.gz
Windows binaries: r-devel: lightAUC_0.1.3.zip, r-release: lightAUC_0.1.3.zip, r-oldrel: lightAUC_0.1.3.zip
macOS binaries: r-release (arm64): lightAUC_0.1.3.tgz, r-oldrel (arm64): lightAUC_0.1.3.tgz, r-release (x86_64): lightAUC_0.1.3.tgz, r-oldrel (x86_64): lightAUC_0.1.3.tgz
Old sources: lightAUC archive

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