imbs-hl/survivalsvm: Survival Support Vector Analysis
Version 0.0.5

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.

Getting started

Package details

AuthorCesaire J. K. Fouodo
MaintainerCesaire Fouodo <[email protected]>
LicenseGPL
Version0.0.5
URL https://github.com/imbs-hl/survivalsvm
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("imbs-hl/survivalsvm")
imbs-hl/survivalsvm documentation built on Jan. 14, 2018, 4:42 p.m.