Support vector classifier with hyperbolic tangent penalty function.
Fernando Pérez-CruzÁngel Navia-VázquezPedro Luis Alarcón-DianaAntonio Artés-RodríguezPublished in: ICASSP (2000)
Keyphrases
- penalty function
- support vector
- constrained optimization
- svm classifier
- penalty functions
- constraint handling
- constrained optimization problems
- support vector machine
- decision function
- real coded
- kernel function
- unconstrained optimization
- training examples
- genetic algorithm
- saddle point
- cross validation
- objective function
- logistic regression
- maximum margin
- feature selection
- decision trees
- binary classification
- fitness function
- training data
- support vector regression
- generalization ability
- hyperplane
- radial basis function
- feature ranking
- svm classification
- classification accuracy
- feature space
- large margin classifiers
- neural network
- simulated annealing
- support vectors
- kernel methods