R Observatory: Metrics for bootkmeans version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bootkmeans

1.0.0Package record

A Bootstrap Augmented k-Means Algorithm for Fuzzy Partitions

0packages depend

3.6Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Jesse S. GhashtiCRAN page ↗

Implementation of the bootkmeans algorithm, a bootstrap augmented k-means algorithm that returns probabilistic cluster assignments. From paper by Ghashti, J.S., Andrews, J.L. Thompson, J.R.J., Epp, J. and H.S. Kochar (2025), "A bootstrap augmented k-means algorithm for fuzzy partitions" (Submitted).

Install

R (CRAN)Ubuntu (r2u)

install.packages("bootkmeans", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-bootkmeans

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: 2.1 min · r-release-macos-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.0

READMEYes · 18 wordsVignettesYes · 1 · dynamicNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 5
Examples that run: 100%5 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 80%

Vignettes (1)

bootkmeans package HTML

How these are measured

Downloads

3.6K

CRAN downloads in the past year

Rank #4,553 · ~10/day · ~302/mo

Releases R versions

Daily download trend is not available in this view yet.

1K30 days

1.9K90 days

3.6K1 year

Compare downloads with other packages →

Also on73 r2u

How downloads are counted

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Installing bootkmeans adds 24 packages (16 with compiled code, 25 MB of source tarballs). Heaviest: sp 4.3 MB, ade4 3.2 MB, mclust 2.7 MB. 1 more not on CRAN is not measured.

Depends (3)

R >= 3.5.0lmtest abind

Imports (5)

MASSstatsfclust Thresher mvtnorm

LinkingTo (0)

none

Suggests (6)

knitr markdown ggplot2 patchwork scales spelling

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (5)

Jesse S. Ghashti

Author, Maintainer since 1.0.0 (2025)

Author

Author

Author

Author

Releases (1)

R
R 4.6.0 released · 2026-04-24
1.0.0Latest
record
2025-10-16 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-10-16
Total releases: 1 / 1 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.5.0
Download size: 419 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("bootkmeans")

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

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 bootkmeans 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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