CRAN/E | OSTE

OSTE

Optimal Survival Trees Ensemble

Installation

About

Function for growing survival trees ensemble ('Naz Gul', 'Nosheen Faiz', 'Dan Brawn', 'Rafal Kulakowski', 'Zardad Khan', and 'Berthold Lausen' (2020) ) 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.

Key Metrics

Version 1.0
Published 2021-11-19 891 days ago
Needs compilation? no
CRAN checks OSTE results

Downloads

Yesterday 10 0%
Last 7 days 37 -23%
Last 30 days 155 -13%
Last 90 days 474 -30%
Last 365 days 2.055 -11%

Maintainer

Maintainer

Naz Gul

nazgul@awkum.edu.pk

Authors

Naz Gul

aut / cre

Nosheen Faiz

ctb

Zardad Khan

aut

Berthold Lausen

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Imports

ranger
pec
stats
survival
prodlim