Package: OSTE 1.0

Naz Gul

OSTE: Optimal Survival Trees Ensemble

Function for growing survival trees ensemble ('Naz Gul', 'Nosheen Faiz', 'Dan Brawn', 'Rafal Kulakowski', 'Zardad Khan', and 'Berthold Lausen' (2020) <arxiv:2005.09043>) is given. The trees are grown by the method of random survival forest ('Marvin Wright', 'Andreas Ziegler' (2017) <doi:10.18637/jss.v077.i01>). The survival trees grown are assessed for both individual and collective performances. The ensemble can give promising results on fewer survival trees selected in the final ensemble.

Authors:Naz Gul [aut, cre], Nosheen Faiz [ctb], Zardad Khan [aut], Berthold Lausen [aut]

OSTE_1.0.tar.gz
OSTE_1.0.tar.gz(r-4.5-noble)OSTE_1.0.tar.gz(r-4.4-noble)
OSTE_1.0.tgz(r-4.4-emscripten)OSTE_1.0.tgz(r-4.3-emscripten)
OSTE.pdf |OSTE.html✨
OSTE/json (API)

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

Peer review:

Datasets:
  • VETERAN - Data on randomized trial of two treatment procedures for lung cancer.

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 1 stars 151 downloads 10 mentions 1 exports 104 dependencies

Last updated 3 years agofrom:4e24fcde0b. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 01 2024
R-4.5-linuxOKDec 01 2024

Exports:OSTE

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercmprskcodetoolscolorspacedata.tablediagramdigestdoParallelevaluatefansifarverfastmapfontawesomeforeachforeignFormulafsfuturefuture.applyggplot2globalsgluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvmagrittrMASSMatrixMatrixModelsmemoisemetsmgcvmimemultcompmunsellmvtnormnlmennetnumDerivparallellypecpillarpkgconfigplotrixpolsplineprodlimprogressrPublishquantregR6rangerrappdirsRColorBrewerRcppRcppArmadilloRcppEigenriskRegressionrlangrmarkdownrmsrpartrstudioapisandwichsassscalesshapeSparseMSQUAREMstringistringrsurvivalTH.datatibbletimeregtinytexutf8vctrsviridisviridisLitewithrxfunyamlzoo