bootkmeans
A Bootstrap Augmented k-Means Algorithm for Fuzzy Partitions
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).
README
You can install the development version of the `bootkmeans` package from GitHub with:
## INSTALLATION
`library(devtools)`
`install_github("https://github.com/ghashti-j/bootkmeans")`
`library(bootkmeans)`
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling linux/jammy R-4.5 | bootkmeans_1.0.0.tar.gz |
417.7 KiB |
1.0.0 |
rolling linux/noble R-4.5 | bootkmeans_1.0.0.tar.gz |
417.7 KiB |
1.0.0 |
rolling source/ R- | bootkmeans_1.0.0.tar.gz |
417.7 KiB |
1.0.0 |
latest linux/jammy R-4.5 | bootkmeans_1.0.0.tar.gz |
417.7 KiB |
1.0.0 |
latest linux/noble R-4.5 | bootkmeans_1.0.0.tar.gz |
417.7 KiB |
1.0.0 |
latest source/ R- | bootkmeans_1.0.0.tar.gz |
417.7 KiB |
1.0.0 |
2026-04-26 source/ R- | bootkmeans_1.0.0.tar.gz |
417.7 KiB |
1.0.0 |
2026-04-23 source/ R- | bootkmeans_1.0.0.tar.gz |
417.7 KiB |