Package: accSDA
Version: 1.1.3
Date: 2023-11-15
Authors@R: c(
     person("Gudmundur", "Einarsson", , "gumeo140688@gmail.com", role = c("aut", "cre", "trl")),
     person("Line", "Clemmensen", , "lkhc@dtu.dk", role = c("aut","ths")),
     person("Brendan", "Ames", , "bpames@ua.edu", role = c("aut")),
     person("Summer", "Atkins", , "sratkins@crimson.ua.edu", role = c("aut"))
     )
Title: Accelerated Sparse Discriminant Analysis
Imports: MASS (>= 7.3.45), ggplot2 (>= 2.1.0), grid (>= 3.2.2),
        gridExtra (>= 2.2.1)
Depends: R (>= 3.2)
Description: Implementation of sparse linear discriminant analysis,
        which is a supervised classification method for multiple
        classes. Various novel optimization approaches to this problem
        are implemented including alternating direction method of
        multipliers ('ADMM'), proximal gradient (PG) and accelerated
        proximal gradient ('APG') (See Atkins 'et al'.
        <doi:10.48550/arXiv:1705.07194>). Functions for performing
        cross validation are also supplied along with basic prediction
        and plotting functions. Sparse zero variance discriminant
        analysis ('SZVD') is also included in the package (See Ames and
        Hong, <doi:10.48550/arXiv.1401.5492>). See the Github wiki for
        a more extended description.
License: GPL (>= 2)
URL: https://github.com/gumeo/accSDA/wiki
BugReports: https://github.com/gumeo/accSDA/issues
Encoding: UTF-8
RoxygenNote: 7.2.3
Repository: https://gumeo.r-universe.dev
Date/Publication: 2025-12-08 22:06:26 UTC
RemoteUrl: https://github.com/gumeo/accsda
RemoteRef: HEAD
RemoteSha: 86836437d9360a0c20e274c46b63ccd6115fdd97
NeedsCompilation: no
Packaged: 2026-10-04 08:03:47 UTC; root
Author: Gudmundur Einarsson [aut, cre, trl],
  Line Clemmensen [aut, ths],
  Brendan Ames [aut],
  Summer Atkins [aut]
Maintainer: Gudmundur Einarsson <gumeo140688@gmail.com>