Package: lumbermark 0.9.0.9001
lumbermark: Resistant Clustering via Chopping Up Mutual Reachability Minimum Spanning Trees
Implements a fast and resistant divisive clustering algorithm which identifies a specified number of clusters: 'lumbermark' iteratively chops off sizeable limbs that are joined by protruding segments of a dataset's mutual reachability minimum spanning tree (Gagolewski, 2026 <doi:10.48550/arXiv.2604.07143>). The use of a mutual reachability distance pulls peripheral points farther away from each other. When combined with the 'deadwood' package, it can act as an outlier detector. The 'Python' version of 'lumbermark' is available via 'PyPI'.
Authors:
lumbermark_0.9.0.9001.tar.gz
lumbermark_0.9.0.9001.zip(r-4.7)lumbermark_0.9.0.9001.zip(r-4.6)lumbermark_0.9.0.9001.zip(r-4.5)
lumbermark_0.9.0.9001.tgz(r-4.6-x86_64)lumbermark_0.9.0.9001.tgz(r-4.6-arm64)lumbermark_0.9.0.9001.tgz(r-4.5-x86_64)lumbermark_0.9.0.9001.tgz(r-4.5-arm64)
lumbermark_0.9.0.9001.tar.gz(r-4.7-arm64)lumbermark_0.9.0.9001.tar.gz(r-4.7-x86_64)lumbermark_0.9.0.9001.tar.gz(r-4.6-arm64)lumbermark_0.9.0.9001.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
card.svg |card.png
lumbermark/json (API)
NEWS
| # Install 'lumbermark' in R: |
| install.packages('lumbermark', repos = c('https://gagolews.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/gagolews/lumbermark/issues
anomaly-detectioncluster-analysisclusteringclustering-algorithmhdbscanmachine-learningmachine-learning-algorithmsminimum-spanning-treeminimum-spanning-treesoutlier-detectionoutlierscpp
Last updated from:cdc096eec0. Checks:12 OK, 1 FAIL. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 99 | ||
| linux-devel-x86_64 | OK | 101 | ||
| source / vignettes | OK | 186 | ||
| linux-release-arm64 | OK | 95 | ||
| linux-release-x86_64 | OK | 108 | ||
| macos-release-arm64 | OK | 143 | ||
| macos-release-x86_64 | OK | 173 | ||
| macos-oldrel-arm64 | OK | 102 | ||
| macos-oldrel-x86_64 | OK | 180 | ||
| windows-devel | OK | 126 | ||
| windows-release | OK | 119 | ||
| windows-oldrel | OK | 214 | ||
| wasm-release | FAIL | 95 |
Exports:lumbermark
Dependencies:deadwoodquitefastmstRcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Lumbermark: Fast and Robust Clustering | lumbermark lumbermark.default lumbermark.dist lumbermark.mst |
