Package: survivalsvm 0.0.5

Cesaire 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

survivalsvm_0.0.5.tar.gz
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survivalsvm_0.0.5.tar.gz(r-4.5-noble)survivalsvm_0.0.5.tar.gz(r-4.4-noble)
survivalsvm_0.0.5.tgz(r-4.4-emscripten)survivalsvm_0.0.5.tgz(r-4.3-emscripten)
survivalsvm.pdf |survivalsvm.html
survivalsvm/json (API)
NEWS

# 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:

5.17 score 16 stars 1 packages 61 scripts 521 downloads 1 mentions 12 exports 69 dependencies

Last updated 7 years agofrom:d0eec0d49f. Checks:1 OK, 7 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 18 2025
R-4.5-winNOTEFeb 18 2025
R-4.5-macNOTEFeb 18 2025
R-4.5-linuxNOTEFeb 18 2025
R-4.4-winNOTEFeb 18 2025
R-4.4-macNOTEFeb 18 2025
R-4.3-winNOTEFeb 18 2025
R-4.3-macNOTEFeb 18 2025

Exports:conindexgetLogrankhybridFitkernelMatrixlogrankmakediff1makediff2makediff3regFitsurvivalsvmvanbelle1Fitvanbelle2Fit

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacedata.tabledigestevaluatefansifarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonlitekernlabknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigpracmaquadprogR6rappdirsRColorBrewerrlangrmarkdownrpartrstudioapisassscalesstringistringrsurvivaltibbletinytexutf8vctrsviridisviridisLitewithrxfunyaml

Readme and manuals

Help Manual

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