Learn R Programming

OSTE (version 1.0)

Optimal Survival Trees Ensemble

Description

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) ). 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.

Copy Link

Version

Install

install.packages('OSTE')

Monthly Downloads

51

Version

1.0

License

GPL (>= 3.5.0)

Maintainer

Naz Gul

Last Published

November 19th, 2021

Functions in OSTE (1.0)

OSTE

Optimal Survival Tree Ensemble
OSTE-package

Optimal Survival Trees Ensembles
VETERAN

Data on randomized trial of two treatment procedures for lung cancer.