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)survivalsvm_0.0.6.zip(r-4.6)survivalsvm_0.0.6.zip(r-4.5)
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:

5.85 score 20 stars 2 packages 98 scripts 1.2k downloads 1 mentions 15 exports 60 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-x86_64OK144
source / vignettesOK813
linux-release-x86_64OK150
macos-release-arm64OK105
macos-oldrel-arm64OK113
windows-develOK136
windows-releaseOK111
windows-oldrelOK112
wasm-releaseOK126

Exports:conindexgetLogrankgetTypehybridFitkernelMatrixlogrankmakediff1makediff2makediff3regFitsetBincatsetOptMethsurvivalsvmvanbelle1Fitvanbelle2Fit

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacecpp11data.tabledigestevaluatefarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonlitekernlabknitrlabelinglatticelifecyclemagrittrMatrixmemoisemimennetpracmaR6rappdirsRColorBrewerrlangrmarkdownrpartrstudioapiS7sassscalesstringistringrsurvivaltinytexvctrsviridisLitewithrxfunyaml

Readme and manuals

Help Manual

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