Wentworth
Institute of Technology
Data mining with decision trees : theory and applications /
This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique. Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining, the science and technology of e...
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| Main Author: | |
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| Other Authors: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hackensack, N.J. ; London :
World Scientific,
©2008.
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| Series: | Series in machine perception and artificial intelligence ;
v. 69. |
| Subjects: | |
| Online Access: |
Full text (Wentworth users only) |
| Local Note: | ProQuest Ebook Central |
| Summary: | This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique. Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining, the science and technology of exploring large and complex bodies of data in order to discover useful patterns. The area is of great importance because it enables modeling and knowledge extraction from the abundance of data available. Both theoreticians and practitioners are continually seeking techniques to make the process more. |
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| Physical Description: | 1 online resource (xviii, 244 pages) : illustrations |
| Bibliography: | Includes bibliographical references (pages 215-242) and index. |
| ISBN: | 9812771727 9789812771728 |