Optimization on Support Vector Machines.
João Pedro PedrosoNoboru MurataPublished in: IJCNN (6) (2000)
Keyphrases
- support vector
- learning machines
- global optimization
- large margin classifiers
- kernel machines
- support vector machine
- optimization problems
- kernel function
- genetic algorithm
- optimization algorithm
- training examples
- classification accuracy
- optimization methods
- working set
- supervised learning
- data sets
- cross validation
- generalization ability
- optimization model
- high dimensional
- optimal design
- information retrieval