Machine Learning: The Art and Science of Algorithms That Make Sense of Data - Hardcover

Peter Flach

 
9781107096394: Machine Learning: The Art and Science of Algorithms That Make Sense of Data
Hardcover
ISBN 10: 1107096391 ISBN 13: 9781107096394
Verlag: Cambridge University Press, 2012

Inhaltsangabe

Covering all the main approaches in state-of-the-art machine learning research, this will set a new standard as an introductory textbook.

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Über die Autorin bzw. den Autor

Peter Flach has more than twenty years of experience in machine learning teaching and research. He is Editor-in-Chief of Machine Learning and Program Co-Chair of the 2009 ACM Conference on Knowledge Discovery and Data Mining and the 2012 European Conference on Machine Learning and Data Mining. His research spans all aspects of machine learning, from knowledge representation and the use of logic to learn from highly structured data to the analysis and evaluation of machine learning models and methods to large-scale data mining. He is particularly known for his innovative use of Receiver Operating Characteristic (ROC) analysis for understanding and improving machine learning methods. These innovations have proved their effectiveness in a number of invited talks and tutorials and now form the backbone of this book.

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Verlag
Cambridge University Press
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
1107096391
ISBN 13 
9781107096394
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
410
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland

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Vorgestellte Ausgabe

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Verlag: Cambridge University Press, 2012
Softcover