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The wisdom of the commons: ensemble tree classifiers for prostate cancer prognosis
Motivation: Classification and regression trees have long been used for cancer diagnosis and prognosis. Nevertheless, instability and variable selection bias, as well as overfitting, are well-known problems of tree-based methods. In this article, we investigate whether ensemble tree classifiers can...
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| Main Authors: | , , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2009
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2638928/ https://ncbi.nlm.nih.gov/pubmed/18628288 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btn354 |
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