A Nonconformity Approach to Model Selection for SVMs

David R. Hardoon, Zakria Hussain, John Shawe-Taylor

We investigate the issue of model selection and the use of the nonconformity (strangeness) measure in batch learning. Using the nonconformity measure we propose a new training algo…