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Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients
Ensemble methods have been successfully applied in a wide range of scenarios, including survival analysis. However, most ensemble models for survival analysis consist of models that all optimize the same loss function and do not fully utilize the diversity in available models. We propose heterogeneo...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
F1000Research
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5500862/ https://www.ncbi.nlm.nih.gov/pubmed/28713544 http://dx.doi.org/10.12688/f1000research.8231.3 |