aum

2024.6.19

Area Under Minimum of False Positives and Negatives

0packages depend

7.9Kdownloads / year

81.7%test coverage

12/13checks pass

Overview

About

Maintained by Toby Dylan HockingFirst published 2022-02-084 releasesCRAN page ↗GitHub ↗

Efficient algorithms https://jmlr.org/papers/v24/21-0751.html for computing Area Under Minimum, directional derivatives, and line search optimization of a linear model, with objective defined as either max Area Under the Curve or min Area Under Minimum.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("tdhock/aum")

Development version from tdhock/aum. Installs pak first if it is not already available.

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-aum

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-aum

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-aum

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 2.7 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.66

81.7%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

7.9K

CRAN downloads in the past year

Rank #5,526 · ~22/day · ~662/mo

Releases R versions

Daily download trend is not available in this view yet.

31830 days

1.6K90 days

7.9K1 year

Compare downloads with other packages →

Also on406 r2u5 autocran

Repository

GitHub ↗ tdhock/aum

2Stars

3Forks

1Open issues

1Open PRs

0Releases

151Commits

2Contributors

151 commits · Last activity 2024-10-23

Stars over time

2025-03-28 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/tdhock/aum on 2026-07-31.

Continuous integration (1)

GitHub Actions

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (2)

Rcpp data.table

LinkingTo (1)

Rcpp

Suggests (14)

testthat kernlab nc ggplot2 WeightedROC penaltyLearning knitr markdown mlbench directlabels microbenchmark covr atime ggrepel

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Toby Dylan Hocking

Author, Maintainer

Authors (2)

Toby Dylan Hocking

Author, Maintainer

Jadon Fowler

Author · added in 2023.4.4

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
2024.6.19Latest
2024-06-20 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
2023.6.14
2023-06-14 · diff ↗
R
R 4.3.0 released · 2023-04-21
2023.4.4
2023-04-05 · diff ↗
R
R 4.2.0 released · 2022-04-22
2022.2.7
2022-02-08
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-02-08
Total releases: 4 / 4 yrs
License: GPL-3 OSI
Bundled data: 15 KB / 2 files
Download size: 118 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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