Fundamental Issues in Support Vector Machines

This dissertation considers certain issues in support vector machines (SVMs), including a description of their construction, aspects of certain exponential kernels used in some SVMs, and a presentation of an algorithm that computes the necessary elements of their operation with proof of convergence....

Full description

Bibliographic Details
Main Author: McWhorter, Samuel P.
Other Authors: Kallman, Robert R.
Format: Others
Language:English
Published: University of North Texas 2014
Subjects:
Online Access:https://digital.library.unt.edu/ark:/67531/metadc500155/