Journal
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
Volume 1, Issue 1, Pages 55-63Publisher
WILEY PERIODICALS, INC
DOI: 10.1002/widm.14
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Funding
- National Institute on Drug Abuse [R01DA016750]
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Classification trees are nonparametric statistical learning methods that incorporate feature selection and interactions, possess intuitive interpretability, are efficient, and have high prediction accuracy when used in ensembles. This paper provides a brief introduction to the classification tree-based methods, a review of the recent developments, and a survey of the applications in bioinformatics and statistical genetics. (C) 2011 John Wiley & Sons, Inc. WIREs Data Mining Knowl Discov 2011 1 55-63 DOI: 10.1002/widm.14
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