A social-spider optimization approach for support vector machines parameters tuning.
Danillo Roberto PereiraMario A. PazotiLuís A. M. PereiraJoão Paulo PapaPublished in: SIS (2014)
Keyphrases
- support vector
- fine tuning
- parameter settings
- parameter tuning
- parameter optimization
- learning machines
- tuning parameters
- kernel parameters
- feature selection
- hyperparameters
- social interaction
- global optimization
- large margin classifiers
- kernel machines
- parameter values
- optimization algorithm
- social media
- generalization ability
- cross validation
- constrained optimization
- parameter estimation
- support vector machine
- neural network
- hyperplane
- online communities
- expectation maximization
- optimization problems
- decision variables
- fine tuned
- learning algorithm