Package: OSTE
Type: Package
Title: Optimal Survival Trees Ensemble
Version: 1.0
Date: 2021-11-07
Authors@R: c(person("Naz","Gul", role = c("aut", "cre"),
                      email = "nazgul@awkum.edu.pk"),
               person("Nosheen","Faiz", role = "ctb"),
               person("Zardad","Khan", role = "aut"),
               person("Berthold","Lausen", role = "aut"))
Maintainer: Naz Gul <nazgul@awkum.edu.pk>
Description: 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.
Imports: ranger, pec, stats, survival, prodlim
LazyLoad: yes
License: GPL (>= 3.5.0)
NeedsCompilation: no
Packaged: 2021-11-19 06:34:26 UTC; ZKHAN
Author: Naz Gul [aut, cre],
  Nosheen Faiz [ctb],
  Zardad Khan [aut],
  Berthold Lausen [aut]
Repository: CRAN
Date/Publication: 2021-11-19 14:50:09 UTC
Built: R 4.0.2; ; 2021-11-20 12:35:22 UTC; unix
