Structural risk minimization using nearest neighbor rule.
Abdessamad Ben HamzaHamid KrimBilge KaraçaliPublished in: ICME (2003)
Keyphrases
- nearest neighbor rule
- structural risk minimization
- empirical risk minimization
- support vector
- pattern classification
- nearest neighbor
- nearest neighbor classification
- support vector regression
- support vector machine
- parzen window
- classification method
- knn
- statistical learning theory
- k nearest neighbor
- pattern recognition
- distance function
- kernel function
- density estimation
- vc dimension
- uniform convergence
- loss function
- machine learning