Mohlo by sa vám tiež páčiť

Viac informácií o knihe Knowledge Discovery with Support Vector Machines

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 330 bodov

Anotácia knihy

An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive discussion of machine learning and goes on to cover: Knowledge discovery environments Describing data mathematically Linear decision surfaces and functions Perceptron learning Maximum margin classifiers Support vector machines Elements of statistical learning theory Multi-class classification Regression with support vector machines Novelty detection Complemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses. It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Databases Data warehousing

• Celý názov: Knowledge Discovery with Support Vector Machines
• Autor: Lutz H. Hamel
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 262
• EAN: 9780470371923
• ISBN: 0470371927
• ID: 04882927
• Nakladateľ: John Wiley & Sons Inc
• Hmotnosť: 534 g
• Rozmery: 163 × 237 × 19 mm
• Dátum vydania: 04. September 2009

Obľúbené z iného súdka

---

---

---