![]() |
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...
Qualities of Effective Principals
James H. Stronge, Xianxuan Xu
Paperback
Nano-sized Multifunctional Materials…
Nguyen Hoa Hong
Paperback
Media Studies: Volume 3 - Media Content…
Pieter J. Fourie
Paperback
(1)
How to Reach the Hard to Teach…
Jana Echevarria, Nancy Frey, …
Paperback
|