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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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Singapore :
World Scientific,
©2008.
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| Colección: | Series in machine perception and artificial intelligence ;
v. 69. |
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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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| Descripción Física: | 1 online resource (xviii, 244 pages) : illustrations. |
| Bibliografía: | Includes bibliographical references (pages 215-242) and index. |
| ISBN: | 9789812771728 9812771727 |