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Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
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Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
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Ajouter au panierEtat : New. In.
Edité par VDM Verlag Dr. Mueller e.K. 2008-06-13, 2008
ISBN 10 : 3639031636 ISBN 13 : 9783639031638
Langue: anglais
Vendeur : Chiron Media, Wallingford, Royaume-Uni
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Ajouter au panierPaperback. Etat : New.
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Ajouter au panierEtat : New.
Edité par VDM Verlag Dr. Mueller E.K. 6/13/2008, 2008
ISBN 10 : 3639031636 ISBN 13 : 9783639031638
Langue: anglais
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Ajouter au panierPaperback or Softback. Etat : New. Clustering for Classification: Using Standard Clustering Methods. Book.
Edité par VDM Verlag Dr. Müller, VDM Verlag Dr. Müller E.K., 2008
ISBN 10 : 3639031636 ISBN 13 : 9783639031638
Langue: anglais
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
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Ajouter au panierTaschenbuch. Etat : Neu. Neuware - Advances in technology have provided industry with an array of devices for collecting data. The frequency and scale of data collection means that there are now many large datasets being generated. To find patterns in these datasets it would be useful to be able to apply modern methods of classification such as support vector machines. Unfortunately these methods are computationally expensive, quadratic in the number of data points in fact, and so cannot be applied directly.This book proposes a framework whereby a variety of clustering methods can be used to summarise datasets, that is, reduce them to a smaller but still representative dataset so that these advanced methods can be applied. It compares the results of using this framework against using random selection on a large number of classification and regression problems.Results show that the clustered datasets are on average fifty percent smaller than the original datasets without loss of classification accuracy which is significantly better than random selection. They also show that there is no free lunch, for each dataset it is important to choose a clustering method carefully.
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Ajouter au panierEtat : As New. Unread book in perfect condition.
Vendeur : Mispah books, Redhill, SURRE, Royaume-Uni
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Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
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Ajouter au panierEtat : As New. Unread book in perfect condition.
Vendeur : Buchpark, Trebbin, Allemagne
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Ajouter au panierEtat : Gut. Zustand: Gut | Sprache: Englisch | Produktart: Bücher.
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Ajouter au panierPAP. Etat : New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
Vendeur : PBShop.store UK, Fairford, GLOS, Royaume-Uni
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Ajouter au panierPAP. Etat : New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.