OSTE

Optimal Survival Trees Ensemble

CRAN Package

Function for growing survival trees ensemble ('Naz Gul', 'Nosheen Faiz', 'Dan Brawn', 'Rafal Kulakowski', 'Zardad Khan', and 'Berthold Lausen' (2020) doi:10.48550/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.

  • Version1.0
  • R versionunknown
  • Needs compilation?No
  • Last release11/19/2021

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  • Imports4 packages