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DESCRIPTION
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Package: survivalsvm
Type: Package
Title: Survival Support Vector Analysis
Version: 0.0.5
Date: 2018-01-05
Author: Cesaire J. K. Fouodo
Maintainer: Cesaire Fouodo <[email protected]>
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,
quadprog,
kernlab,
Matrix,
stats,
Hmisc
Suggests:
testthat
Depends:
survival
License: GPL
RoxygenNote: 6.0.1
URL: https://github.com/imbs-hl/survivalsvm
BugReports: https://github.com/imbs-hl/survivalsvm/issues