Feature Selection and Parameter Optimization of Support Vector Machines Based on Modified Cat Swarm Optimization.
Kuan-Cheng LinYi-Hung HuangJason C. HungYung-Tso LinPublished in: Int. J. Distributed Sens. Networks (2015)
Keyphrases
- parameter optimization
- swarm optimization
- support vector
- feature selection
- support vector machine
- hyperparameters
- particle swarm optimization pso
- genetic algorithm ga
- differential evolution
- swarm intelligence
- pso algorithm
- particle swarm optimization
- genetic algorithm
- pid controller
- cross validation
- model selection
- parameter estimation
- particle swarm optimisation
- ant colony optimization
- generalization ability
- closed form
- evolutionary algorithm
- feature extraction
- feature space
- parameter settings
- genetic programming
- image segmentation
- k means
- mutation operator
- artificial intelligence
- computational intelligence
- machine learning