Package: hdsvm Type: Package Title: Fast Algorithm for Support Vector Machine Version: 1.0.2 Date: 2025-09-25 Authors@R: c( person(given = "Yikai", family = "Zhang", role = c("aut", "cre"), email = "yikai-zhang@uiowa.edu"), person(given = "Qian", family = "Tang", role = "aut", email = "qian-tang@uiowa.edu"), person(given = "Boxiang", family = "Wang", role = "aut", email = "boxiang-wang@uiowa.edu")) Maintainer: Yikai Zhang Description: Implements an efficient algorithm for fitting the entire regularization path of support vector machine models with elastic-net penalties using a generalized coordinate descent scheme. The framework also supports SCAD and MCP penalties. It is designed for high-dimensional datasets and emphasizes numerical accuracy and computational efficiency. This package implements the algorithms proposed in Tang, Q., Zhang, Y., & Wang, B. (2022) . License: GPL-2 Encoding: UTF-8 Depends: R (>= 3.5.0) Imports: stats, Matrix, methods Suggests: knitr, rmarkdown VignetteBuilder: knitr NeedsCompilation: yes RoxygenNote: 7.2.3 Packaged: 2026-07-05 00:11:05 UTC; root Author: Yikai Zhang [aut, cre], Qian Tang [aut], Boxiang Wang [aut] Repository: https://cran.r-universe.dev Date/Publication: 2025-09-26 15:40:02 UTC RemoteUrl: https://github.com/cran/hdsvm RemoteRef: HEAD RemoteSha: 88cdf36ba07ea2ad42676772034320998f6cdc64