Package: rocsvm.path 0.1.0

Seung Jun Shin

rocsvm.path: The Entire Solution Paths for ROC-SVM

We develop the entire solution paths for ROC-SVM presented by Rakotomamonjy. The ROC-SVM solution path algorithm greatly facilitates the tuning procedure for regularization parameter, lambda in ROC-SVM by avoiding grid search algorithm which may be computationally too intensive. For more information on the ROC-SVM, see the report in the ROC Analysis in AI workshop(ROCAI-2004) : Hernàndez-Orallo, José, et al. (2004) <doi:10.1145/1046456.1046489>.

Authors:Seung Jun Shin [aut, cre], Do Hyun Kim [aut]

rocsvm.path_0.1.0.tar.gz
rocsvm.path_0.1.0.tar.gz(r-4.5-noble)rocsvm.path_0.1.0.tar.gz(r-4.4-noble)
rocsvm.path_0.1.0.tgz(r-4.4-emscripten)rocsvm.path_0.1.0.tgz(r-4.3-emscripten)
rocsvm.path.pdf |rocsvm.path.html✨
rocsvm.path/json (API)

# Install 'rocsvm.path' in R:
install.packages('rocsvm.path', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 115 downloads 7 exports 3 dependencies

Last updated 6 years agofrom:cb44e9d57d. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 27 2025
R-4.5-linuxOKMar 27 2025
R-4.4-linuxOKMar 27 2025

Exports:plot.rocsvmpoly.kernelradial.kernelrocsvm.get.solutionrocsvm.interceptrocsvm.pathrocsvm.solve

Dependencies:kernlabquadprogsvmpath

Citation

To cite package ‘rocsvm.path’ in publications use:

Shin S, Kim D (2018). rocsvm.path: The Entire Solution Paths for ROC-SVM. R package version 0.1.0, https://CRAN.R-project.org/package=rocsvm.path.

Corresponding BibTeX entry: 

  @Manual{,
    title = {rocsvm.path: The Entire Solution Paths for ROC-SVM},
    author = {Seung Jun Shin and Do Hyun Kim},
    year = {2018},
    note = {R package version 0.1.0},
    url = {https://CRAN.R-project.org/package=rocsvm.path},
  }