Opposite Maps for Hard Margin Support Vector Machines.
Ajalmar R. da Rocha NetoGuilherme A. BarretoPublished in: WSOM (2012)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- maximum margin
- soft margin
- multi class
- cross validation
- support vector machine
- kernel function
- logistic regression
- feature selection
- generalization bounds
- multiple kernel learning
- hyperplane
- learning algorithm
- classification accuracy
- support vector regression
- binary classification
- support vectors
- decision function
- loss function
- feature space
- positive and negative
- radial basis function
- generalization ability
- genetic algorithm
- multi class classification
- decision trees
- kernel methods
- database
- training examples
- upper bound
- data points