Experimental Study on the Margin and Generalization of Hyper-Sphere SVM.
Xinfeng ZhangYaowei LiuPublished in: ICNC (2) (2008)
Keyphrases
- experimental study
- hyper sphere
- support vector data description
- support vector
- support vectors
- sample set
- decision boundary
- experimental evaluation
- large margin classifiers
- weak learners
- training set
- multi class
- kernel function
- learning machines
- novelty detection
- learning algorithm
- classification accuracy
- generalization error
- generalization ability
- prediction accuracy
- support vector machine