Zobacz książki o podobnej tematyce

Więcej informacji o Data Complexity in Pattern Recognition

• Dane szczegółowe
• Opis
• Ulubione w innej kategorii

Za ten zakup dostaniesz 467 punkty

Opis

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.

Szczegóły książki

Kategoria Książki po angielsku Computing & information technology Computer science Artificial intelligence

• Pełny tytuł: Data Complexity in Pattern Recognition
• Autor: Mitra Basu, Tin Kam Ho
• Język: Angielski
• Oprawa: Twarda
• Liczba stron: 300
• EAN: 9781846281716
• ISBN: 1846281717
• ID: 01433540
• Wydawca: Springer London Ltd
• Waga: 1380 g
• Wymiary: 235 × 156 × 20 mm
• Data wydania: 15. September 2006

Ulubione w innej kategorii

---

---

---