A comparative analysis of structural risk minimization by support vector machines and nearest neighbor rule.
Bilge KaraçaliRajeev RamanathWesley E. SnyderPublished in: Pattern Recognit. Lett. (2004)
Keyphrases
- structural risk minimization
- nearest neighbor rule
- support vector
- learning machines
- empirical risk minimization
- pattern classification
- nearest neighbor
- support vector regression
- nearest neighbor classification
- support vector machine
- classification method
- kernel function
- kernel methods
- loss function
- training examples
- uniform convergence
- classification accuracy
- feature selection
- kernel machines
- support vector machine svm
- knn
- training data