Package: survivalsvm
Type: Package
Title: Survival Support Vector Analysis
Version: 0.0.6
Date: 2025-04-03
Authors@R: c(person(given = c("Cesaire", "J."),
                      family = c("K.", "Fouodo"),
                      role = c("aut", "cre"),
                      email = "cesaire.kuetefouodo@uni-luebeck.de")
            )
Description: Performs support vectors analysis for data sets with
        survival outcome. Three approaches are available in the
        package: The regression approach takes censoring into account
        when formulating the inequality constraints of the support
        vector problem. In the ranking approach, the inequality
        constraints set the objective to maximize the concordance index
        for comparable pairs of observations. The hybrid approach
        combines the regression and ranking constraints in the same
        model.
Imports: pracma, kernlab, Matrix, stats, Hmisc
Suggests: testthat, quadprog
Depends: survival
License: GPL
Encoding: UTF-8
RoxygenNote: 7.3.2
URL: https://github.com/imbs-hl/survivalsvm
BugReports: https://github.com/imbs-hl/survivalsvm/issues
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev
Repository: https://imbs-hl.r-universe.dev
Date/Publication: 2025-04-04 07:25:12 UTC
RemoteUrl: https://github.com/imbs-hl/survivalsvm
RemoteRef: HEAD
RemoteSha: ea9b49e1455b43c136d9479ce7d8624bd7be22c2
NeedsCompilation: no
Packaged: 2026-06-22 09:30:18 UTC; root
Author: Cesaire J. K. Fouodo [aut, cre]
Maintainer: Cesaire J. K. Fouodo <cesaire.kuetefouodo@uni-luebeck.de>