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Predictive Clustering

By (author) Hendrik Blockeel, By (author) Sašo Džeroski, By (author) Jan Struyf, By (author) Bernard Zenko

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normal price: R 4,176.95

Price: R 3,968.95


| book description |

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.

| product details |



Normally shipped | Forthcoming. We are not accepting backorders for this item yet
Publisher | Springer-Verlag New York Inc.
Published date | 25 Apr 2025
Language |
Format | Hardback
Pages | 240
Dimensions | 235 x 155 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-1-4614-1146-8
Readership Age |
BISAC |


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