![]() |
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
|
Your cart is empty |
||
Showing 1 - 1 of 1 matches in All Departments
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.
|
You may like...
Comprehensive Structural Integrity
Ferri M.H. Aliabadi, Winston (Wole) Soboyejo
Hardcover
R99,774
Discovery Miles 997 740
Biosensors for Emerging and Re-emerging…
Jayashankar Das, Sushma Dave, …
Paperback
R3,925
Discovery Miles 39 250
Applications of Multi-Criteria and Game…
Lyes Benyoucef, Jean-CLaude Hennet, …
Hardcover
R4,830
Discovery Miles 48 300
|