R Observatory: Metrics for multiROC version 1.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2026-05-04. Its history is shown below.

Reason: email to the maintainer is undeliverable

Details below reflect version 1.1.1, its last release before removal.

multiROC

1.1.1

Calculating and Visualizing ROC and PR Curves Across Multi-Class Classifications

0packages depend

5.6Kdownloads / year

–test coverage

–checks pass

Overview

About

Maintained by Runmin Wei2 releasesCRAN page ↗

Tools to solve real-world problems with multiple classes classifications by computing the areas under ROC and PR curve via micro-averaging and macro-averaging. The vignettes of this package can be found via https://github.com/WandeRum/multiROC. The methodology is described in V. Van Asch (2013) https://www.clips.uantwerpen.be/~vincent/pdf/microaverage.pdf and Pedregosa et al. (2011) http://scikit-learn.org/stable/auto_examples/model_selection/plot_roc.html.

Install

R (source archive)Ubuntu (r2u)openSUSE (OBS)

url <- "https://cran.r-project.org/src/contrib/Archive/multiROC/multiROC_1.1.1.tar.gz"
pkgFile <- "multiROC_1.1.1.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (1.1.1) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

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-multiroc

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

# 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-multiROC

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

Health

CRAN checks

CRAN check results are not tracked yet.

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

4

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 64%
Documented parameters: 100%
Return-value docs: 100%
References docs: 27%

Downloads

5.6K

CRAN downloads in the past year

Rank #24,967 · ~15/day · ~466/mo

Releases R versions

Daily download trend is not available in this view yet.

030 days

090 days

5.6K1 year

Compare downloads with other packages →

Also on108 r2u15 autocran1.4K conda_forge

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (4)

zoo magrittrbootstats

LinkingTo (0)

none

Suggests (2)

dplyr ggplot2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Runmin Wei

Author, Maintainer

Authors (2)

Runmin Wei

Author, Maintainer

Jingye Wang

Author

Contributors (1)

Wei Jia

Contributor

Package Timeline

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

archivedRemoved from CRAN
2026-05-04
email to the maintainer is undeliverable
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
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
1.1.1
2018-06-26 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.0.0
2018-01-10
R
R 3.4.0 released · 2017-04-21

Package metadata

Total releases: 2
License: GPL-3 OSI
Bundled data: 4.0 KB / 1 file
Download size: 12 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("multiROC")

Format

Wei, R., Wang, J., & Jia, W. (n.d.). multiROC: Calculating and Visualizing ROC and PR Curves Across Multi-Class Classifications (Version 1.1.1) [Computer software]. Retrieved August 26, 2026, from https://CRAN.R-project.org/package=multiROC

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 multiROC version 1.1.1 [Data set]. HJJB, LLC. Data release v2026-08-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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