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Více informací o knize Data Complexity in Pattern Recognition

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Anotace knihy

Machines capable of automatic pattern recognition have many fascinating uses in science engineering as well as in our daily lives. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability.§This book takes a close view of data complexity its role in shaping the theories techniques in different disciplines asks:§§What is missing from current classification techniques?§When the automatic classifiers are not perfect, is it a deficiency of the algorithms by design, or is it a difficulty intrinsic to the classification task?§How do we know whether we have exploited to the fullest extent the knowledge embedded in the training data?§Uunique in its comprehensive coverage multidisciplinary approach from various methodological practical perspectives, researchers practitioners will find this book an insightful reference to learn about current available techniques as well as application areas.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Data Complexity in Pattern Recognition
• Autor: Mitra Basu, Tin Kam Ho
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 300
• EAN: 9781846281716
• ISBN: 1846281717
• ID: 01433540
• Nakladatelství: Springer London Ltd
• Hmotnost: 1380 g
• Rozměry: 235 × 156 × 20 mm
• Datum vydání: 15. September 2006

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