Könyv Data Complexity in Pattern Recognition Mitra Basu

Data Complexity in Pattern Recognition

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 14-21 napon belül
63 209 Ft
Machines capable of automatic pattern recognition have many fascinating uses in science engineering...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2006
oldal
300
EAN
9781846281716
ISBN
1846281717
Enbook ID
01433540
Súly
1380
Méretek
156 x 235 x 20

Teljes leírás

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.

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