R Observatory: Metrics for SHAPBoost version 1.0.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SHAPBoost

1.0.3

The SHAPBoost Feature Selection Algorithm

0packages depend

2.1Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Ömer Tarik ÖzyilmazFirst published 2025-09-294 releasesCRAN page ↗GitHub ↗

The implementation of SHAPBoost, a boosting-based feature selection technique that ranks features iteratively based on Shapley values.

Install

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

install.packages("SHAPBoost", 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("O-T-O-Z/SHAPBoost-R")

Development version from O-T-O-Z/SHAPBoost-R. 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-shapboost

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-SHAPBoost

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-SHAPBoost

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

Health

CRAN checks

13OK

Slowest check: 3.1 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

5

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
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 214 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: 0%
References docs: 0%

Downloads

2.1K

CRAN downloads in the past year

Rank #21,650 · ~6/day · ~172/mo

Releases R versions

Daily download trend is not available in this view yet.

15730 days

50590 days

2.1K1 year

Compare downloads with other packages →

Also on84 r2u

Repository

GitHub ↗ o-t-o-z/shapboost-r

3Stars

0Forks

0Open issues

0Open PRs

3Releases

27Commits

1Contributors

27 commits · Last activity 2026-01-19 · 0% stars, 30d

Stars over time

2025-09-30 · 12026-07-07 · 3

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/o-t-o-z/shapboost-r on 2026-08-16.

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (5)

xgboost SHAPforxgboostmethodscaretMatrix

LinkingTo (0)

none

Suggests (2)

flaresurvival

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Ömer Tarik Özyilmaz

Author, Maintainer, Copyright holder

Authors (2)

Ömer Tarik Özyilmaz

Author, Maintainer, Copyright holder

Tamas Szili-Török

Author, Copyright holder

Copyright holders (2)

Ömer Tarik Özyilmaz

Author, Maintainer, Copyright holder

Tamas Szili-Török

Author, Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.0.3Latest
2026-01-19 · current release · diff ↗
1.0.2
2026-01-13 · diff ↗
1.0.1
2025-12-04 · diff ↗
1.0.0
2025-09-29
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-09-29
Total releases: 4 / 1 yrs
License: MIT + file LICENSE OSI
Download size: 10 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SHAPBoost")

Format

Özyilmaz, Ö. T., & Szili-Török, T. (2026). SHAPBoost: The SHAPBoost Feature Selection Algorithm (Version 1.0.3) [Computer software]. https://doi.org/10.32614/CRAN.package.SHAPBoost

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 SHAPBoost version 1.0.3 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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