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lightAUC  

Fast AUC Computation
View on CRAN: Click here


Download and install lightAUC package within the R console
Install from CRAN:
install.packages("lightAUC")

Install from Github:
library("remotes")
install_github("cran/lightAUC")

Install by package version:
library("remotes")
install_version("lightAUC", "0.1.3")



Attach the package and use:
library("lightAUC")
Maintained by
Christos Adam
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-03
Latest Update: 2025-05-01
Description:
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.
How to cite:
Christos Adam (2025). lightAUC: Fast AUC Computation. R package version 0.1.3, https://cran.r-project.org/web/packages/lightAUC. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.1 (2025-02-03 19:00), 0.1.2 (2025-02-11 11:00)
Other packages that cited lightAUC R package
View lightAUC citation profile
Other R packages that lightAUC depends, imports, suggests or enhances
Complete documentation for lightAUC
Functions, R codes and Examples using the lightAUC R package
Full lightAUC package functions and examples
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