DocumentCode
1557166
Title
A survey of decision tree classifier methodology
Author
Landgrebe, D.
Volume
21
Issue
3
fYear
1991
Firstpage
660
Lastpage
674
Abstract
A survey is presented of current methods for decision tree classifier (DTC) designs and the various existing issues. After considering potential advantages of DTCs over single-state classifiers, the subjects of tree structure design, feature selection at each internal node, and decision and search strategies are discussed. The relation between decision trees and neutral networks (NN) is also discussed
Keywords
decision theory; neural nets; pattern recognition; search problems; trees (mathematics); decision tree classifier; feature selection; neutral networks; node; pattern recognition; search strategies; tree structure; Classification tree analysis; Decision trees; Integrated circuit testing; Performance analysis; System testing; Training data;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/21.97458
Filename
97458
Link To Document