Package: l1penSVMs
Title: Regularization Paths of L1-Penalized SVMs
Version: 0.1.0
Authors@R: c(
    person("Hyungwoo", "Kim", email = "khw7682@pknu.ac.kr", role = c("aut", "cre")),
    person("Minhyoung", "Park", email =  "ghostpmhnc@gmail.com", role = c("aut")),
    person("Seung Jun", "Shin", email =  "sjshin@korea.ac.kr", role = c("aut"))
    )
Description: Computes regularization paths for L1-penalized support vector machine (SVM) models, including 
  the standard SVM, receiver operating characteristic SVM (ROC-SVM), and fraud detection SVM (FD-SVM). 
  The package implements efficient path algorithms to obtain solutions over a wide range of regularization parameter values. 
  It also provides cross-validation for selecting an optimal regularization parameter, along with functions for 
  prediction, visualization, and summarization of the fitted models. For more details, 
  see Zhu et al. (2003) <https://proceedings.neurips.cc/paper_files/paper/2003/file/49d4b2faeb4b7b9e745775793141e2b2-Paper.pdf>,
  Kim et al. (2021) <doi:10.1002/sta4.400>, 
  Park et al. (2023) <doi:10.1007/s42952-023-00207-6>.
License: GPL-3
Config/roxygen2/version: 8.1.0
Encoding: UTF-8
Imports: lpSolve, fastDummies, MASS
NeedsCompilation: no
Packaged: 2026-10-11 13:21:01 UTC; skhw7
Author: Hyungwoo Kim [aut, cre],
  Minhyoung Park [aut],
  Seung Jun Shin [aut]
Maintainer: Hyungwoo Kim <khw7682@pknu.ac.kr>
Repository: CRAN
Date/Publication: 2026-10-21 16:00:02 UTC
Built: R 4.6.1; ; 2026-10-21 17:15:55 UTC; unix
