Efficient training of support vector machines and their hyperparameters / Charl Johannes van Heerden

As digital computers become increasingly powerful and ubiquitous, there is a growing need for pattern-recognition algorithms that can handle very large data sets. Support vector machines (SVMs), which are generally viewed as the most accurate classifiers for generalpurpose pattern recognition, are s...

Full description

Bibliographic Details
Main Author: Van Heerden, Charl Johannes
Language:en
Published: 2014
Online Access:http://hdl.handle.net/10394/11757