Package: HDclassif 2.2.1
HDclassif: High Dimensional Supervised Classification and Clustering
Discriminant analysis and data clustering methods for high dimensional data, based on the assumption that high-dimensional data live in different subspaces with low dimensionality proposing a new parametrization of the Gaussian mixture model which combines the ideas of dimension reduction and constraints on the model.
Authors:
HDclassif_2.2.1.tar.gz
HDclassif_2.2.1.zip(r-4.5)HDclassif_2.2.1.zip(r-4.4)HDclassif_2.2.1.zip(r-4.3)
HDclassif_2.2.1.tgz(r-4.4-any)HDclassif_2.2.1.tgz(r-4.3-any)
HDclassif_2.2.1.tar.gz(r-4.5-noble)HDclassif_2.2.1.tar.gz(r-4.4-noble)
HDclassif_2.2.1.tgz(r-4.4-emscripten)HDclassif_2.2.1.tgz(r-4.3-emscripten)
HDclassif.pdf |HDclassif.html✨
HDclassif/json (API)
NEWS
| # Install 'HDclassif' in R: |
| install.packages('HDclassif', repos = c('https://lrberge.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/lrberge/hdclassif/issues
Last updated 1 years agofrom:994b47ae43. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 25 2024 |
| R-4.5-win | NOTE | Oct 25 2024 |
| R-4.5-linux | NOTE | Oct 25 2024 |
| R-4.4-win | NOTE | Oct 25 2024 |
| R-4.4-mac | NOTE | Oct 25 2024 |
| R-4.3-win | OK | Oct 25 2024 |
| R-4.3-mac | OK | Oct 25 2024 |
Exports:demo_hddcgetHDclassif.showhddahddchdmdasetHDclassif.showsimuldataslopeHeuristic
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| High Dimensional Discriminant Analysis and Data Clustering | HDclassif-package HDclassif |
| Morphological Measurements on Leptograpsus Crabs. | Crabs |
| Demonstration of the clustering process of HDDC. | demo_hddc |
| High Dimensional Discriminant Analysis | hdda |
| High Dimensional Data Clustering | hddc |
| Mixture Discriminant Analysis with HD Gaussians | hdmda |
| Cattell's Scree-Test for 'hdc' class objects. | plot.hdc |
| Prediction method for 'hdc' class objects. | predict.hdc |
| Prediction method for 'hdmda' class objects. | predict.hdmda |
| Sets/gets the default 'show' argument in HDDC and HDDA | getHDclassif.show setHDclassif.show |
| Gaussian Data Generation | simuldata |
| Slope Heuristic for HDDC objects | slopeHeuristic |
| Wine dataset | wine |
