R Observatory: Metrics for oosse version 1.0.12

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

oosse

1.0.12Package record

Out-of-Sample R² with Standard Error Estimation

0packages depend

2.4Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Stijn HawinkelCRAN page ↗GitHub ↗Issues ↗

Estimates out-of-sample R² through bootstrap or cross-validation as a measure of predictive performance. In addition, a standard error for this point estimate is provided, and confidence intervals are constructed.

Changes in 1.0.12

Correct BugReports url
Change Brassica reference to published version

From inst/NEWS.md in the release

Install

R (CRAN)pak (dev)Ubuntu (r2u)

install.packages("oosse", 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("sthawinke/oosse")

Development version from sthawinke/oosse. 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-oosse

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

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 180.1 min · r-devel-linux-x86_64-debian-clang

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-22
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.12

READMENoVignettesYes · 1 · dynamicNEWSYes · 67% structured · mentions 1.0.12Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 15
Examples that run: 100%3 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 53% with a bibliography file

Vignettes (1)

Vignette of the oosse package

How these are measured

Downloads

2.4K

CRAN downloads in the past year

Rank #19,691 · ~6/day · ~198/mo

Releases R versions

Daily download trend is not available in this view yet.

27430 days

66790 days

2.4K1 year

Compare downloads with other packages →

Also on68 r2u

How downloads are counted

Repository

sthawinke/oosse ↗Account: sthawinke

4Stars

0Forks

0Open issues

0Open PRs

0Releases

114Commits

2Commit identities

114 commits · Last activity 2026-09-25

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 8
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2024-12-16 · 42026-07-07 · 4

How these are measured

PracticesBeta

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

Checks run against github.com/sthawinke/oosse on 2026-10-18.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Installing oosse adds 5 packages (1 with compiled code, 2.0 MB of source tarballs). Heaviest: rbibutils 1.1 MB, Rdpack 370 KB, iterators 293 KB. 1 more not on CRAN is not measured.

Depends (1)

R >= 4.2.0

Imports (6)

statsBiocParallelMatrixmethodsdoParallel Rdpack

LinkingTo (0)

none

Suggests (5)

knitr rmarkdown testthat randomForest glmnet

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Stijn Hawinkel

Maintainer since 1.0.2 (2023), Author

Releases (6)

Pick two releases to compare their code metrics.

1.0.12Latest
record
2026-07-17 · current release · diff ↗
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
1.0.11
record
2024-02-07 · diff ↗
1.0.10
record
2023-09-22 · diff ↗
1.0.8
record
2023-08-30 · diff ↗
1.0.5
record
2023-05-22 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.2
record
2023-04-10
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-04-10
Total releases: 6 / 3 yrs
License: GPL-2 OSI
Minimum R: ≥ 4.2.0
Bundled data: 450 KB / 1 file
Download size: 493 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("oosse")

Format

Hawinkel, S. (2026). oosse: Out-of-Sample R² with Standard Error Estimation (Version 1.0.12) [Computer software]. https://doi.org/10.32614/CRAN.package.oosse

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 oosse version 1.0.12 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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