R Observatory: Metrics for AUC version 0.3.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

AUC

0.3.2Package record

Threshold Independent Performance Measures for Probabilistic Classifiers

4packages dependsuggested by 4

109.2Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Michel BallingsCRAN page ↗

Various functions to compute the area under the curve of selected measures: The area under the sensitivity curve (AUSEC), the area under the specificity curve (AUSPC), the area under the accuracy curve (AUACC), and the area under the receiver operating characteristic curve (AUROC). Support for visualization and partial areas is included.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("AUC", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-auc

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-AUC

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-AUC

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Michel Ballings <Michel.Ballings@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Ballings",
                      role = c("aut", "cre"),
                      email = "michel.ballings@gmail.com"),
               person(given = "Dirk",
                      family = "Van den Poel",
                      role = "aut"))
as necessary.

CRAN check page ↗

Slowest check: 44 s · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.2

READMENoVignettesNoNEWSYes · 33% structuredCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 9includes a package overview page
Examples that run: 100%8 run in a plain check
Exported functions with examples: 83%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 89%

How these are measured

Downloads

109.2K

CRAN downloads in the past year

Rank #1,327 · ~299/day · ~9.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

5.7K30 days

21.5K90 days

109.2K1 year

Compare downloads with other packages →

Also on219 r2u18 autocran1.4K conda_forge

How downloads are counted

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Installing AUC adds no packages beyond those that come with R.

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

3indirect

Imports 4

Suggested by 4

Depends, Imports or LinkingTo, most downloaded first

randnet cmaRs MAKL interpretR

Suggests, most downloaded first

broom cvms aphylo autotune

How these are counted

Code & Tests

Datasets

People & History

People (from the free-text Author field) (2)

Michel Ballings

Dirk Van den Poel

Maintainer since 0.1.0 (2013)

Releases (4)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.3.2Latest
record
2022-04-04 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
0.3.0
record
2013-09-30 · diff ↗
0.2.0
record
2013-07-17 · diff ↗

Show 2 earlier eventsHide 2 earlier events

0.1.0
record
2013-07-10
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2013-07-10
Total releases: 4 / 13 yrs
License: GPL (>= 2) OSI
Bundled data: 8.5 KB / 1 file
Download size: 13 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("AUC")

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for AUC version 0.3.2 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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