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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.
| Version: | 1.0 |
| Imports: | ranger, pec, stats, survival, prodlim |
| Published: | 2021-11-19 |
| DOI: | 10.32614/CRAN.package.OSTE |
| Author: | Naz Gul [aut, cre], Nosheen Faiz [ctb], Zardad Khan [aut], Berthold Lausen [aut] |
| Maintainer: | Naz Gul <nazgul at awkum.edu.pk> |
| License: | |
| NeedsCompilation: | no |
| CRAN checks: | OSTE results |
| Reference manual: | OSTE.pdf |
| Package source: | OSTE_1.0.tar.gz |
| Windows binaries: | r-devel: OSTE_1.0.zip, r-release: OSTE_1.0.zip, r-oldrel: OSTE_1.0.zip |
| macOS binaries: | r-release (arm64): OSTE_1.0.tgz, r-oldrel (arm64): OSTE_1.0.tgz, r-release (x86_64): OSTE_1.0.tgz, r-oldrel (x86_64): OSTE_1.0.tgz |
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