Example 1 - track the big merges and estimate the number of clusters | Example 2 - rank and screen the p features in a clustering problem
Package: fusionclust 1.0.0
fusionclust: Clustering and Feature Screening using L1 Fusion Penalty
Provides the Big Merge Tracker and COSCI algorithms for convex clustering and feature screening using L1 fusion penalty.
Authors:
fusionclust_1.0.0.tar.gz
fusionclust_1.0.0.zip(r-4.7-any)fusionclust_1.0.0.zip(r-4.6-any)fusionclust_1.0.0.zip(r-4.5-any)
fusionclust_1.0.0.tgz(r-4.6-any)fusionclust_1.0.0.tgz(r-4.5-any)
fusionclust_1.0.0.tar.gz(r-4.7-any)fusionclust_1.0.0.tar.gz(r-4.6-any)
fusionclust_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
fusionclust/json (API)
| # Install 'fusionclust' in R: |
| install.packages('fusionclust', repos = c('https://trambakbanerjee.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/trambakbanerjee/fusionclust/issues
Last updated from:8b6d438ece. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 150 | ||
| source / vignettes | OK | 218 | ||
| linux-release | NOTE | 154 | ||
| macos-release | NOTE | 151 | ||
| macos-oldrel | NOTE | 179 | ||
| windows-devel | NOTE | 81 | ||
| windows-release | NOTE | 83 | ||
| windows-oldrel | NOTE | 91 | ||
| wasm-release | OK | 102 |
Exports:bmtcosci_iscosci_is_selectnclust
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Big Merge Tracker | bmt |
| Rank the p features in an n by p design matrix | cosci_is |
| Use a data driven approach to select the features | cosci_is_select |
| No.of clusters | nclust |