A Comparative Analysis of One-class Structural Risk Minimization by Support Vector Machines and Nearest Neighbor Rule.
George G. CabralAdriano L. I. OliveiraPublished in: IFIP AI (2008)
Keyphrases
- structural risk minimization
- nearest neighbor rule
- support vector
- learning machines
- pattern classification
- empirical risk minimization
- nearest neighbor
- support vector regression
- nearest neighbor classification
- support vector machine
- classification method
- kernel function
- feature selection
- generalization ability
- k nearest neighbor
- statistical learning theory
- vc dimension
- feature extraction