Transductive support vector machines for structured variables.
Alexander ZienUlf BrefeldTobias SchefferPublished in: ICML (2007)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- cross validation
- logistic regression
- variable selection
- support vector machine
- kernel methods
- radial basis function
- loss function
- maximum margin
- kernel function
- binary classification
- decision function
- support vector regression
- neural network
- kernel matrix
- soft margin
- linear discriminant analysis
- training examples
- feature selection
- real world
- generalization ability
- svm classifier
- classification accuracy
- conditional probabilities
- random variables
- input variables
- ls svm
- support vectors
- continuous variables
- model selection
- multi class
- kernel machines
- high dimensional