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.

Package details

AuthorChristos Adam [aut, cre] (ORCID: <https://orcid.org/0009-0003-3244-7034>)
MaintainerChristos Adam <econp266@econ.soc.uoc.gr>
LicenseGPL-3
Version0.1.3
URL https://github.com/cadam00/lightAUC https://cadam00.github.io/lightAUC/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("lightAUC")

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lightAUC documentation built on June 8, 2025, 10:49 a.m.