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Item Details
| Title:
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PREDICTIVE CLUSTERING
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| Volume: |
2017 |
| By: |
Hendrik Blockeel, Saso Dzeroski, Jan Struyf |
| Format: |
Hardback |
| List price:
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£66.99 |
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We believe that this item is permanently unavailable, and so we cannot source
it.
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| ISBN 10: |
1461411467 |
| ISBN 13: |
9781461411468 |
| Publisher: |
SPRINGER-VERLAG NEW YORK INC. |
| Pub. date: |
20 October, 2011 |
| Edition: |
2025 ed. |
| Pages: |
240 |
| Description: |
Predictive Clustering |
| Synopsis: |
This book introduces a novel paradigm for machine learning and data mining called predictive clustering, which covers a broad variety of learning tasks and offers a fresh perspective on existing techniques. The book presents an informal introduction to predictive clustering, describing learning tasks and settings, and then continues with a formal description of the paradigm, explaining algorithms for learning predictive clustering trees and predictive clustering rules, as well as presenting the applicability of these learning techniques to a broad range of tasks. Variants of decision tree learning algorithms are also introduced. Finally, the book offers several significant applications in ecology and bio-informatics. The book is written in a straightforward and easy-to-understand manner, aimed at varied readership, ranging from researchers with an interest in machine learning techniques to practitioners of data mining technology in the areas of ecology and bioinformatics. |
| Illustrations: |
biography |
| Publication: |
US |
| Imprint: |
Springer-Verlag New York Inc. |
| Returns: |
Returnable |
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