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: 2026-10-21 21:05:45 UTC; root
Author: Hyungwoo Kim [aut, cre], Minhyoung Park [aut], Seung Jun Shin
        [aut]
Maintainer: Hyungwoo Kim <khw7682@pknu.ac.kr>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-21 16:00:02 UTC
RemoteUrl: https://github.com/cran/l1penSVMs
RemoteRef: HEAD
RemoteSha: 7b342ae65e7b763d21a1e39167f46038733258e5