BÜCHER VERSANDKOSTENFREI INNERHALB DEUTSCHLANDS
Predictive Clustering
ISBN 978-1-4614-1146-8
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Hardcover
2025
In englischer Sprache
Umfang: v, 240 S.
Format (B x L): 15,5 x 23,5 cm
ISBN: 978-1-4614-1146-8
Produktbeschreibung
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.
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.
Autorinnen und Autoren
Kundeninformationen
Features a new data mining approach: predictive clustering trees and rules Presents a higher efficiency of the learning and prediction process Provides straightforward content in an easy-to-understand manner
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