Title Data mining with decision trees : theory and applications / Lior Rokach, Oded Maimon.

Publication Info.	Singapore : World Scientific, [2008]
	©2008

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Description	1 online resource (xviii, 244 pages) : illustrations.
Physical Medium	polychrome
Description	text file
Series	Series in machine perception and artificial intelligence ; v. 69
	Series in machine perception and artificial intelligence ; v. 69.
Bibliography	Includes bibliographical references (pages 215-242) and index.
Contents	1. Introduction to decision trees -- 2. Growing decision trees -- 3. Evaluation of classification trees -- 4. Splitting criteria -- 5. Pruning trees -- 6. Advanced decision trees -- 7. Decision forests -- 8. Incremental learning of decision trees -- 9. Feature selection -- 10. Fuzzy decision trees -- 11. Hybridization of decision trees with other techniques -- 12. Sequence classification using decision trees.
Local Note	eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject	Data mining.
	Data mining.
	Decision trees.
	Decision trees.
Genre/Form	Electronic books.
Added Author	Maimon, Oded.
Other Form:	Print version: Rokach, Lior. Data mining with decision trees. Singapore : World Scientific, ©2008 (DLC) 2008297819
ISBN	9789812771728 (electronic book)
	9812771727 (electronic book)
	9789812771711
	9812771719