Package: clap 0.1.0
clap: Detecting Class Overlapping Regions in Multidimensional Data
The issue of overlapping regions in multidimensional data arises when different classes or clusters share similar feature representations, making it challenging to delineate distinct boundaries between them accurately. This package provides methods for detecting and visualizing these overlapping regions using partitional clustering techniques based on nearest neighbor distances.
Authors:
clap_0.1.0.tar.gz
clap_0.1.0.zip(r-4.5)clap_0.1.0.zip(r-4.4)clap_0.1.0.zip(r-4.3)
clap_0.1.0.tgz(r-4.5-any)clap_0.1.0.tgz(r-4.4-any)clap_0.1.0.tgz(r-4.3-any)
clap_0.1.0.tar.gz(r-4.5-noble)clap_0.1.0.tar.gz(r-4.4-noble)
clap_0.1.0.tgz(r-4.4-emscripten)clap_0.1.0.tgz(r-4.3-emscripten)
clap.pdf |clap.html✨
clap/json (API)
| # Install 'clap' in R: |
| install.packages('clap', repos = c('https://pridiltal.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pridiltal/clap/issues
Last updated 8 months agofrom:a0e22afe56. Checks:5 OK, 3 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 03 2025 |
| R-4.5-win | NOTE | Mar 03 2025 |
| R-4.5-mac | NOTE | Mar 03 2025 |
| R-4.5-linux | NOTE | Mar 03 2025 |
| R-4.4-win | OK | Mar 03 2025 |
| R-4.4-mac | OK | Mar 03 2025 |
| R-4.3-win | OK | Mar 03 2025 |
| R-4.3-mac | OK | Mar 03 2025 |
Exports:compute_cluster_compositionextract_ids_vectorperform_clustering
Dependencies:clidplyrfansiFNNgenericsgluelifecyclemagrittrmclustpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| clap: Detecting Class Overlapping Regions in Multidimensional Dat | clap |
| Compute cluster composition and filter based on percentage | compute_cluster_composition |
| Extract and convert IDs to numeric vector | extract_ids_vector |
| Perform clustering based on nearest neighbor distances | perform_clustering |
