Dynamic artificial bee colony algorithm for multi-parameters optimization of support vector machine-based soft-margin classifier.
Yiming YanYe ZhangFengjiao GaoPublished in: EURASIP J. Adv. Signal Process. (2012)
Keyphrases
- multiobjective optimization
- artificial bee colony algorithm
- artificial bee colony
- soft margin
- parameter selection
- multi objective
- support vector machine
- support vector
- optimization algorithm
- generalization ability
- decision trees
- class conditional
- training data
- optimization problems
- linear classifiers
- feature selection
- feature space
- hybrid algorithm
- data mining
- input data
- supervised learning
- optimization method
- differential evolution
- binary classification
- svm classifier
- training set
- boosting algorithms
- model selection
- high dimensional