R Observatory: Metrics for cornet version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

cornet

1.0.0

Penalised Regression for Dichotomised Outcomes

2packages depend

4.4Kdownloads / year

80.6%test coverage

13/13checks pass

Overview

About

Maintained by Armin RauschenbergerFirst published 2019-03-2110 releasesCRAN page ↗GitHub ↗

Implements lasso and ridge regression for dichotomised outcomes (doi:10.1080/02664763.2023.2233057), i.e., numerical outcomes that were transformed to binary outcomes. Such artificial binary outcomes indicate whether an underlying measurement is greater than a threshold.

Install

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

install.packages("cornet", 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("rauschenberger/cornet")

Development version from rauschenberger/cornet. 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-cornet

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-cornet

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-cornet

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

Health

CRAN checks

13OK

Slowest check: 2.0 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.09

80.6%

Coverage · measured lines

100%

Documentation · exports

2

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-06-08
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 195 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 50%
References docs: 10%

Downloads

4.4K

CRAN downloads in the past year

Rank #8,835 · ~12/day · ~364/mo

Releases R versions

Daily download trend is not available in this view yet.

29230 days

1K90 days

4.4K1 year

Compare downloads with other packages →

Also on156 r2u21 autocran53 c2d4u

Repository

GitHub ↗ rauschenberger/cornet

2Stars

2Forks

0Open issues

0Open PRs

0Releases

273Commits

3Contributors

License GPL-3.0 · 273 commits · Last activity 2024-09-26

Stars over time

2023-06-05 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/rauschenberger/cornet on 2026-08-23.

Continuous integration (2)

GitHub ActionsAppVeyor

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

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (2)

glmnet palasso

LinkingTo (0)

none

Suggests (9)

knitr testthat rmarkdown RColorBrewerMASSmvtnorm randomForest xgboost MLmetrics

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

1indirect

joinet starnet

Code & Tests

People & History

People (1)

Maintainer (1)

Armin Rauschenberger

Author, Maintainer

Authors (1)

Armin Rauschenberger

Author, Maintainer

Package Timeline

10 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
1.0.0Latest
2024-09-27 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.0.9
2023-08-11 · diff ↗
0.0.8
2023-06-03 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.0.7
2023-02-16 · diff ↗
0.0.6
2022-08-17 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.0.5
2021-04-19 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.0.4
2020-03-18 · diff ↗
0.0.3
2019-11-13 · diff ↗
0.0.2
2019-09-26 · diff ↗

Show 3 earlier events

R
R 3.6.0 released · 2019-04-26
0.0.1
2019-03-21
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2019-03-21
Total releases: 10 / 7 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.0.0
Download size: 67 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("cornet")

Format

Rauschenberger, A. (2024). cornet: Penalised Regression for Dichotomised Outcomes (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.cornet

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 cornet version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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