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Data mining with decision trees : theory and applications
紀錄類型:
書目-電子資源 : 單行本
副題名:
theory and applications
作者:
RokachLior,
合作者:
MaimonOded,
出版地:
New Jersey
出版者:
World Scientific;
出版年:
2015
版本:
2nd ed.
面頁冊數:
1 online resource (xxi, 305 p.)ill. :
集叢名:
Series in Machine Perception and Artificial Intelligence
標題:
Data mining -
標題:
Decision trees -
標題:
Machine learning -
標題:
Decision support systems -
電子資源:
http://www.worldscientific.com/worldscibooks/10.1142/9097#t=toc
附註:
Print version record
摘要註:
Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced. This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new ed.
ISBN:
9789814590082electronic bk.
ISBN:
9814590088electronic bk.
Data mining with decision trees : theory and applications
Rokach, Lior
Data mining with decision trees
: theory and applications / Lior Rokach, Oded Maimon - 2nd ed.. - New Jersey : World Scientific, 2015. - 1 online resource (xxi, 305 p.) ; ill.. - (Series in Machine Perception and Artificial Intelligence ; Volume 81).
Print version record.
Includes bibliographical references and index.
ISBN 9789814590082ISBN 9814590088
Data miningDecision treesMachine learningDecision support systems
Maimon, Oded
Data mining with decision trees : theory and applications
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Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced. This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new ed.
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http://www.worldscientific.com/worldscibooks/10.1142/9097#t=toc
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