bootkmeans

1.0.0

A Bootstrap Augmented k-Means Algorithm for Fuzzy Partitions

0packages depend

1.9Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Jesse S. GhashtiFirst published 2025-10-161 releasesCRAN 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.

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

Health

CRAN checks

13OK

Slowest check: 2.2 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.02

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 18 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 80%

Downloads

1.9K

CRAN downloads in the past year

Rank #19,272 · ~5/day · ~159/mo

Releases R versions

Daily download trend is not available in this view yet.

21930 days

58690 days

1.9K1 year

Compare downloads with other packages →

Also on56 r2u

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

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.

Code & Tests

People & History

People (5)

Maintainer (1)

Jesse S. Ghashti

Author, Maintainer

Authors (5)

Author, Maintainer

Author

Author

Author

Author

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.0Latest
2026-03-10 · 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
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →