R Observatory: Metrics for oosse version 1.0.12

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

oosse

1.0.12

Out-of-Sample R² with Standard Error Estimation

0packages depend

2.2Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Stijn HawinkelFirst published 2023-04-106 releasesCRAN page ↗GitHub ↗

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.

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.

bspm (used by r2u) also needs make: sudo apt install make

Health

CRAN checks

13OK

Slowest check: 11.3 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.20

not tracked

Coverage

100%

Documentation · exports

6

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
OK2026-07-22
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 53%

Downloads

2.2K

CRAN downloads in the past year

Rank #19,178 · ~6/day · ~182/mo

Releases R versions

Daily download trend is not available in this view yet.

13430 days

58890 days

2.2K1 year

Compare downloads with other packages →

Also on89 r2u

Repository

GitHub ↗ sthawinke/oosse

4Stars

0Forks

0Open issues

0Open PRs

0Releases

112Commits

1Contributors

112 commits · Last activity 2026-08-21

Stars over time

2024-12-16 · 42026-07-07 · 4

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/sthawinke/oosse on 2026-08-23.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

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

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

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.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Stijn Hawinkel

Maintainer, Author

Authors (1)

Stijn Hawinkel

Maintainer, Author

Package Timeline

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

1.0.12Latest
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
2024-02-07 · diff ↗
1.0.10
2023-09-22 · diff ↗
1.0.8
2023-08-30 · diff ↗
1.0.5
2023-05-22 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.2
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
Installed size: not tracked yet
With dependencies: not tracked yet

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 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 oosse version 1.0.12 [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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