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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:...

Ausführliche Beschreibung

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Veröffentlicht in:Proc Natl Acad Sci U S A
Hauptverfasser: 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.
Format: Artigo
Sprache:Inglês
Veröffentlicht: National Academy of Sciences 2004
Schlagworte:
Physical Sciences
Online-Zugang:https://ncbi.nlm.nih.govhttps://pmc.ncbi.nlm.nih.gov/articles/PMC489971/
https://ncbi.nlm.nih.govhttps://pubmed.ncbi.nlm.nih.gov/15249660/
https://ncbi.nlm.nih.govhttps://doi.org/10.1073/pnas.0403794101
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