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An introduction to decision tree modeling
Author(s) -
Myles Anthony J.,
Feudale Robert N.,
Liu Yang,
Woody Nathaniel A.,
Brown Steven D.
Publication year - 2004
Publication title -
journal of chemometrics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.47
H-Index - 92
eISSN - 1099-128X
pISSN - 0886-9383
DOI - 10.1002/cem.873
Subject(s) - decision tree , computer science , tree (set theory) , decision tree model , decision tree learning , decision analysis , management science , decision model , machine learning , artificial intelligence , mathematics , engineering , statistics , mathematical analysis
In this tutorial, traditional decision tree construction and the current state of decision tree modeling are reviewed. Emphasis is placed on techniques that make decision trees well suited to handle the complexities of chemical and biochemical applications. Copyright © 2004 John Wiley & Sons, Ltd.