A multi-objective artificial immune algorithm for parameter optimization in support vector machine.
Ilhan AydinMehmet KaraköseErhan AkinPublished in: Appl. Soft Comput. (2011)
Keyphrases
- parameter optimization
- artificial immune algorithm
- multi objective
- support vector machine
- genetic algorithm
- evolutionary algorithm
- optimization algorithm
- differential evolution
- automated design
- particle swarm optimization
- objective function
- support vector
- feature vectors
- machine learning
- feature selection
- feature space
- genetic algorithm ga
- support vector machine svm
- parameter estimation
- fitness function
- evolutionary computation
- training data
- parameter settings
- radial basis function
- knn
- active learning
- training set
- genetic programming
- security protocols
- decision trees
- neural network
- data sets
- search space
- artificial neural networks
- parameter values
- feature extraction
- bayesian inference
- pid controller
- learning algorithm