Package: lightAUC 0.1.2

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.

Authors:Christos Adam [aut, cre]

lightAUC_0.1.2.tar.gz
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lightAUC.pdf |lightAUC.html
lightAUC/json (API)
NEWS

# Install 'lightAUC' in R:
install.packages('lightAUC', repos = c('https://cadam00.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/cadam00/lightauc/issues

Pkgdown site:https://cadam00.github.io

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

aucefficiencyfastrcpprcppparallelspeedcpp

4.18 score 94 downloads 1 exports 3 dependencies

Last updated 9 days agofrom:92882a75ba. Checks:5 OK, 6 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 11 2025
R-4.5-win-x86_64OKFeb 11 2025
R-4.5-mac-x86_64OKFeb 11 2025
R-4.5-mac-aarch64OKFeb 11 2025
R-4.5-linux-x86_64OKFeb 11 2025
R-4.4-win-x86_64NOTEFeb 11 2025
R-4.4-mac-x86_64NOTEFeb 11 2025
R-4.4-mac-aarch64NOTEFeb 11 2025
R-4.3-win-x86_64NOTEFeb 11 2025
R-4.3-mac-x86_64NOTEFeb 11 2025
R-4.3-mac-aarch64NOTEFeb 11 2025

Exports:lightAUC

Dependencies:RcppRcppArmadilloRcppParallel

Introduction to lightAUC

Rendered fromIntroduction.Rmdusingknitr::rmarkdownon Feb 11 2025.

Last update: 2025-02-01
Started: 2025-02-01