Package: survivalsvm 0.0.6

Cesaire J. K. Fouodo

survivalsvm: Survival Support Vector Analysis

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.

Authors:Cesaire J. K. Fouodo [aut, cre]

survivalsvm_0.0.6.tar.gz
survivalsvm_0.0.6.zip(r-4.7-any)survivalsvm_0.0.6.zip(r-4.6-any)survivalsvm_0.0.6.zip(r-4.5-any)
survivalsvm_0.0.6.tgz(r-4.6-any)survivalsvm_0.0.6.tgz(r-4.5-any)
survivalsvm_0.0.6.tar.gz(r-4.7-any)survivalsvm_0.0.6.tar.gz(r-4.6-any)
survivalsvm_0.0.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION |NEWS
card.svg |card.png
survivalsvm/json (API)

# Install 'survivalsvm' in R:
install.packages('survivalsvm', repos = c('https://imbs-hl.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/imbs-hl/survivalsvm/issues

On CRAN:

Conda:

5.77 score 20 stars 2 packages 98 scripts 970 downloads 1 mentions 15 exports 60 dependencies

Last updated from:ea9b49e145. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK159
source / vignettesOK308
linux-release-x86_64OK165
macos-release-arm64OK113
macos-oldrel-arm64OK118
windows-develOK101
windows-releaseOK98
windows-oldrelOK113
wasm-releaseOK125

Exports:conindexgetLogrankgetTypehybridFitkernelMatrixlogrankmakediff1makediff2makediff3regFitsetBincatsetOptMethsurvivalsvmvanbelle1Fitvanbelle2Fit

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacecpp11data.tabledigestevaluatefarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonlitekernlabknitrlabelinglatticelifecyclemagrittrMatrixmemoisemimennetpracmaR6rappdirsRColorBrewerrlangrmarkdownrpartrstudioapiS7sassscalesstringistringrsurvivaltinytexvctrsviridisLitewithrxfunyaml

Readme and manuals

Help Manual

Help pageTopics
Suvirvalsvm predictionspredict.survivalsvm
print survivalsvmprint.survivalsvm
print survivalsvmprint.survivalsvmprediction
survivalsvmsurvivalsvm