Density-induced margin support vector machines.
Li ZhangWeida ZhouPublished in: Pattern Recognit. (2011)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- maximum margin
- multi class
- soft margin
- logistic regression
- kernel function
- generalization bounds
- support vector machine
- svm classifier
- loss function
- cross validation
- hyperplane
- generalization ability
- support vector regression
- multiple kernel learning
- classification accuracy
- kernel methods
- radial basis function
- learning algorithm
- training examples
- feature selection
- cost sensitive
- density function
- binary classification
- support vectors
- probability distribution
- pairwise
- decision function
- artificial intelligence