The Relationship between Generalization Error and the Training Sample Number of SVM.
Junqing BaiGuirong YanWentao MaoPublished in: ICNC (1) (2009)
Keyphrases
- generalization error
- training samples
- training set
- training data
- classification error
- model selection
- small number
- training set size
- hyperplane
- database
- supervised learning
- training error
- linear classifiers
- binary classification
- support vector machine svm
- machine learning
- learning algorithm
- optimal solution
- upper bound
- support vector machine
- cross validation
- training examples
- training process
- support vector
- computational complexity
- principal component analysis
- test sample