Tree-structured supervised learning and the genetics of hypertension

This paper is about an algorithm, FlexTree, for general supervised learning. It extends the binary tree-structured approach (Classification and Regression Trees, CART) although it differs greatly in its selection and combination of predictors. It is particularly applicable to assessing interactions:...

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Detalhes bibliográficos
Main Authors: Huang, Jing, Lin, Alfred, Narasimhan, Balasubramanian, Quertermous, Thomas, Hsiung, C. Agnes, Ho, Low-Tone, Grove, John S., Olivier, Michael, Ranade, Koustubh, Risch, Neil J., Olshen, Richard A.
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2004
Assuntos:
Physical Sciences
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC489971/
https://ncbi.nlm.nih.gov/pubmed/15249660
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0403794101
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