Incorporating prior knowledge with weighted margin support vector machines.
Xiaoyun WuRohini K. SrihariPublished in: KDD (2004)
Keyphrases
- incorporating prior knowledge
- support vector
- large margin classifiers
- learning machines
- prior knowledge
- soft margin
- multi class
- maximum margin
- kernel function
- kernel methods
- cross validation
- generalization bounds
- radial basis function
- feature selection
- weighted sum
- generalization ability
- logistic regression
- training examples
- generalization error
- svm classifier
- binary classification
- support vectors
- classification accuracy
- support vector machine
- decision function
- artificial intelligence
- linear discriminant analysis
- loss function
- vc dimension
- parallel machines
- margin maximization
- support vector regression