Training soft margin support vector machines by simulated annealing: A dual approach.
Madson Luiz Dantas DiasAjalmar R. da Rocha NetoPublished in: Expert Syst. Appl. (2017)
Keyphrases
- soft margin
- large margin classifiers
- support vector
- learning machines
- simulated annealing
- support vector machine
- generalization ability
- parameter selection
- training examples
- generalization error
- multi class
- support vectors
- logistic regression
- genetic algorithm
- boosting algorithms
- training set
- linear svm
- binary classification
- linear classifiers
- cross validation
- generalization bounds
- training process
- maximum margin
- kernel function
- loss function
- training samples
- neural network
- perceptron algorithm
- evolutionary algorithm
- classification accuracy
- supervised learning
- hyperplane
- kernel methods
- linear programming
- class conditional
- radial basis function
- learning algorithm