Package: abclass 0.4.0
Wenjie Wang
abclass: Angle-Based Large-Margin Classifiers
Multi-category angle-based large-margin classifiers. See Zhang and Liu (2014) <doi:10.1093/biomet/asu017> for details.
Authors:
abclass_0.4.0.tar.gz
abclass_0.4.0.tar.gz(r-4.5-noble)abclass_0.4.0.tar.gz(r-4.4-noble)
abclass_0.4.0.tgz(r-4.4-emscripten)abclass_0.4.0.tgz(r-4.3-emscripten)
abclass.pdf |abclass.html✨
abclass/json (API)
NEWS
| # Install 'abclass' in R: |
| install.packages('abclass', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/wenjie2wang/abclass/issues
Uses libs:
Last updated 2 years agofrom:fa2e216b97. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 28 2024 |
| R-4.5-linux-x86_64 | NOTE | Sep 28 2024 |
Exports:abclassabclass.controlcv.abclasscv.supclasset.abclasssupclasssupclass.control
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Multi-Category Angle-Based Large-Margin Classifiers | abclass-package |
| Multi-Category Angle-Based Classification | abclass abclass.control |
| Coefficient Estimates of A Trained Angle-Based Classifier | coef.abclass |
| Coefficient Estimates of A Trained Sup-Norm Classifier | coef.supclass |
| Tune Angle-Based Classifiers by Cross-Validation | cv.abclass |
| Tune Sup-Norm Classifiers by Cross-Validation | cv.supclass |
| Tune Angle-Based Classifiers by ET-Lasso | et.abclass |
| Prediction by A Trained Angle-Based Classifier | predict.abclass |
| Predictions from A Trained Sup-Norm Classifier | predict.supclass |
| Multi-Category Classifiers with Sup-Norm Regularization | supclass supclass.control |
