An introduction to decision tree modeling

Myles, Anthony J.; Feudale, Robert N.; Liu, Yang; Woody, Nathaniel A.; Brown, Steven D.

doi:10.1002/cem.873

articleJournal of ChemometricsJun 1, 2004Closed access

An introduction to decision tree modeling

AJAnthony J. Myles RNRobert N. Feudale YLYang Liu NANathaniel A. Woody SDSteven D. Brown

University of Delaware

Indexed incrossref

Abstract

Abstract 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.

Citation impact

1,329

total citations

FWCI: 1.24
Percentile: 100%
References: 51

Citations per year

Authors

5

Topics & keywords

Topics

Keywords

Decision tree
Computer science
Tree (set theory)
Decision tree model
Decision tree learning
Decision analysis
Management science
Decision model

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