Simultaneous Feature Selection and LS-SVM Parameters Optimization Algorithm Based on PSO.
Quan-Zhu YaoJie CaiJiu-Long ZhangPublished in: CSIE (5) (2009)
Keyphrases
- optimization algorithm
- ls svm
- particle swarm optimization pso
- feature selection
- multi objective
- least squares support vector machine
- control parameters
- small sample
- particle swarm optimisation
- differential evolution
- hybrid optimization algorithm
- optimization method
- pso algorithm
- least squares
- bp neural network
- variable selection
- parameter estimation
- particle swarm optimization
- input variables
- support vector machine
- feature space
- hybrid algorithm
- maximum likelihood
- swarm intelligence
- feature extraction
- feature subset
- prediction model
- machine learning
- particle swarm
- nsga ii
- genetic algorithm
- expectation maximization
- evolutionary algorithm
- rbf neural network
- particle swarm optimization algorithm
- improved algorithm
- generalization ability
- bayesian framework
- parameter space
- cross validation
- model selection
- computational intelligence