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: | 0.1.1 |
| Imports: | Rcpp (≥ 1.0.13), RcppParallel (≥ 5.1.9) |
| LinkingTo: | Rcpp, RcppArmadillo, RcppParallel |
| Suggests: | Rfast, Rfast2, knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-02-03 |
| Author: | Christos Adam 
[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_0.1.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
Linking:
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