Data mining with decision trees : theory and applications

＜図書＞
Data mining with decision trees : theory and applications

責任表示	Lior Rokach, Oded Maimon
シリーズ	Series in machine perception and artificial intelligence / editors, H. Bunke, P.S.P. Wang ; v. 69
データ種別	図書
出版情報	Singapore : World Scientific , c2008
本文言語	英語
大きさ	xviii, 244 p. ; 24 cm
概要	Rokach (Ben-Gurion U.) and Maimon (Tel-Aviv U.) believe decision trees, already popular due to their success and simplicity, do a great job of predicting and explaining the relationship between some m...asurements about an item and its target value and also offer such benefits as versatility and high performance. Here they give students and professionals what they need to grow decision trees, evaluate classification trees, split criteria, "prune" trees, create advanced decision trees and forests, manage incremental learning of decisions trees, select features, make fuzzy trees, combine decision trees with other techniques and classify sequences. Their text is accessible and loaded with examples, and their bibliography is especially comprehensive. Annotation ©2008 Book News, Inc., Portland, OR (booknews.com) 続きを見る

状態	巻次	所蔵場所	請求記号	刷年	文庫名称	資料番号	コメント	予約・取寄	複写申込	自動書庫
		理系図3F 数理独自	ROKA/10/1	2008		023212008000110		予約・取寄			予約・取寄

一般注記	Includes bibliographical reference (p. 215-242) and index
著者標目	Rokach, Lior Maimon, Oded
書誌ID	1001236696
ISBN	9789812771711
NCID	BA85566320
巻冊次	ISBN:9789812771711 ; XISBN:9812771719
登録日	2009.09.18
更新日	2009.11.02