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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.2005.10.010>. Therefore it is appropriate for large-scale AUC metric calculations.

Version: 0.1.2
Imports: Rcpp (≥ 1.0.13), RcppParallel (≥ 5.1.9)
LinkingTo: Rcpp, RcppArmadillo, RcppParallel
Suggests: Rfast, Rfast2, knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2025-02-11
DOI: 10.32614/CRAN.package.lightAUC
Author: Christos Adam ORCID iD [aut, cre]
Maintainer: Christos Adam <econp266 at econ.soc.uoc.gr>
BugReports: https://github.com/cadam00/lightAUC/issues
License: GPL-3
URL: https://github.com/cadam00/lightAUC, https://cadam00.github.io/lightAUC/
NeedsCompilation: yes
SystemRequirements: GNU make
Materials: README NEWS
CRAN checks: lightAUC results

Documentation:

Reference manual: lightAUC.pdf
Vignettes: Introduction to lightAUC (source, R code)

Downloads:

Package source: lightAUC_0.1.2.tar.gz
Windows binaries: r-devel: lightAUC_0.1.2.zip, r-release: lightAUC_0.1.2.zip, r-oldrel: lightAUC_0.1.2.zip
macOS binaries: r-devel (arm64): lightAUC_0.1.2.tgz, r-release (arm64): lightAUC_0.1.2.tgz, r-oldrel (arm64): lightAUC_0.1.2.tgz, r-devel (x86_64): lightAUC_0.1.2.tgz, r-release (x86_64): lightAUC_0.1.2.tgz, r-oldrel (x86_64): lightAUC_0.1.2.tgz
Old sources: lightAUC archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=lightAUC to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.