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Data Complexity in Pattern Recognition

Name: Data Complexity in Pattern Recognition
Brand: Springer London Ltd
SKU: 01433540
Price: 68982 HUF
Availability: InStock
Author: Mitra Basu
ISBN: 9781846281716

Mitra Basu

Tin Kam Ho

Language

English

Book Hardback

Libristo code: 01433540

Publishers Springer London Ltd, September 2006

Machines capable of automatic pattern recognition have many fascinating uses in science engineering... Full description

Libristo code: 01433540

461 b

68 982 Ft

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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.