Parameter Selection of Support Vector Regression Based on Particle Swarm Optimization.
Hu ZhangMin WangXinhan HuangPublished in: GrC (2010)
Keyphrases
- parameter selection
- particle swarm optimization
- support vector
- soft margin
- pso algorithm
- adaptive regularization
- ls svm
- support vector machine
- model selection
- kernel function
- cross validation
- particle swarm optimization pso
- multi objective
- generalization ability
- support vectors
- feature selection
- svm classifier
- hyperparameters
- neural network
- loss function
- kernel methods
- evolutionary algorithm
- feature extraction
- machine learning