R Observatory: Metrics for cornet version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

cornet

1.0.0Package record

Penalised Regression for Dichotomised Outcomes

2packages depend

4.6Kdownloads / year

80.6%test coverage

13/13flavors OK

Overview

About

Maintained by Armin RauschenbergerCRAN page ↗GitHub ↗Website ↗Issues ↗

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.

Changes in 1.0.0

updated documentation

From NEWS.md in the release

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. 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-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). 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

13OK

CRAN check page ↗

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

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
WARNING12 OK, 1 WARNING2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.0

READMEYes · 195 wordsVignettesYes · 4 · dynamicNEWSYes · 100% structured · mentions 1.0.0Citation fileYes · cites a publicationWebsiteYes · pkgdown

Help pages: 10includes a package overview page
Examples that run: 90%9 run in a plain check · 1 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 50%
Help pages citing references: 10%

Vignettes (4)

How these are measured

Downloads

4.6K

CRAN downloads in the past year

Rank #7,362 · ~13/day · ~386/mo

Releases R versions

Daily download trend is not available in this view yet.

40430 days

1.2K90 days

4.6K1 year

Compare downloads with other packages →

Also on129 r2u3 autocran85 c2d4u

How downloads are counted

Repository

rauschenberger/cornet ↗Account: rauschenberger

2Stars

2Forks

0Open issues

0Open PRs

0Releases

273Commits

3Commit identities

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

Responsiveness

not measured

Stars over time

2023-06-05 · 22026-07-07 · 2

How these are measured

PracticesBeta

7 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/rauschenberger/cornet on 2026-10-21.

Continuous integration (3)

GitHub ActionsR CMD check workflowAppVeyor

The R CMD check workflow runs on Linux

Docs source (3)

pkgdown

GitHub Pages site last deployed 2024-09-26 · The repository has a site deploy workflow

Coverage (1)

Coverage reporting

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing cornet adds 7 packages (3 with compiled code, 7.3 MB of source tarballs). Heaviest: glmnet 2.7 MB, Rcpp 1.8 MB, RcppEigen 1.7 MB.

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

Imports 2

Depends, Imports or LinkingTo, most downloaded first

joinet starnet

How these are counted

Code & Tests

People & History

People (1)

Armin Rauschenberger

Author, Maintainer since 0.0.1 (2019)

Releases (10)

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
1.0.0Latest
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2024-09-27 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.0.9
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2023-08-11 · diff ↗
0.0.8
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2023-06-03 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.0.7
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2023-02-16 · diff ↗
0.0.6
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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
record
2021-04-19 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.0.4
record
2020-03-18 · diff ↗
0.0.3
record
2019-11-13 · diff ↗
0.0.2
record
2019-09-26 · diff ↗ ·
added 1 export
cv.cornet

Show 3 earlier eventsHide 3 earlier events

R
R 3.6.0 released · 2019-04-26
0.0.1
record
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

Cite

Cite this package

Run in R for the authors' entry:

citation("cornet")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1080/02664763.2023.2233057.

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 v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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