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Self-organizing maps with a number of distinguishing features: (1) Automatic centroid detection and cluster visualization using starbursts, for more details see the paper "Improved Interpretability of the Unified Distance Matrix with Connected Components" by Hamel and Brown (2011) in <ISBN:1-60132-168-6>. (2) Two models of the data: (a) a self organizing map model, (b) a centroid based clustering model. (3) A number of easily accessible quality metrics, Hamel (2016) <doi:10.1007/978-3-319-28518-4_4>.
| Version: | 7.0.0 |
| Imports: | fields, graphics, ggplot2, hash, stats, som, grDevices |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-02-19 |
| DOI: | 10.32614/CRAN.package.popsom7 |
| Author: | Lutz Hamel [aut, cre], Benjamin Ott [aut], Gregory Breard [aut], Robert Tatoian [aut], Michael Eiger [aut], Vishakh Gopu [aut] |
| Maintainer: | Lutz Hamel <lutzhamel at uri.edu> |
| BugReports: | https://github.com/lutzhamel/popsom7/issues |
| License: | GPL-3 |
| URL: | https://github.com/lutzhamel/popsom7 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | popsom7 results |
| Reference manual: | popsom7.pdf |
| Package source: | popsom7_7.0.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: popsom7_7.0.0.zip, r-oldrel: popsom7_7.0.0.zip |
| macOS binaries: | r-devel (arm64): popsom7_7.0.0.tgz, r-release (arm64): popsom7_7.0.0.tgz, r-oldrel (arm64): popsom7_7.0.0.tgz, r-devel (x86_64): popsom7_7.0.0.tgz, r-release (x86_64): popsom7_7.0.0.tgz, r-oldrel (x86_64): popsom7_7.0.0.tgz |
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