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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).
| Version: | 1.0.0 |
| Depends: | R (≥ 3.5.0), lmtest, abind |
| Imports: | MASS, stats, fclust, Thresher, mvtnorm |
| Suggests: | knitr, markdown, ggplot2, patchwork, scales, spelling |
| Published: | 2025-10-16 |
| DOI: | 10.32614/CRAN.package.bootkmeans |
| Author: | Jesse S. Ghashti [aut, cre], Jeffrey L. Andrews [aut], John R.J. Thompson [aut], Joyce Epp [aut], Harkunwar S. Kochar [aut] |
| Maintainer: | Jesse S. Ghashti <jesse.ghashti at ubc.ca> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | bootkmeans citation info |
| Materials: | README |
| CRAN checks: | bootkmeans results |
| Reference manual: | bootkmeans.html , bootkmeans.pdf |
| Vignettes: |
bootkmeans package (source, R code) |
| Package source: | bootkmeans_1.0.0.tar.gz |
| Windows binaries: | r-devel: bootkmeans_1.0.0.zip, r-release: bootkmeans_1.0.0.zip, r-oldrel: bootkmeans_1.0.0.zip |
| macOS binaries: | r-release (arm64): bootkmeans_1.0.0.tgz, r-oldrel (arm64): bootkmeans_1.0.0.tgz, r-release (x86_64): bootkmeans_1.0.0.tgz, r-oldrel (x86_64): bootkmeans_1.0.0.tgz |
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These binaries (installable software) and packages are in development.
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