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Consistency of Random Survival Forests
We prove uniform consistency of Random Survival Forests (RSF), a newly introduced forest ensemble learner for analysis of right-censored survival data. Consistency is proven under general splitting rules, bootstrapping, and random selection of variables—that is, under true implementation of the meth...
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| Main Authors: | , |
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| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
2010
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2889677/ https://ncbi.nlm.nih.gov/pubmed/20582150 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2010.02.020 |
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