The SVM Classifier Based on the Modified Particle Swarm Optimization.
Liliya A. DemidovaEvgeny NikulchevYulia SokolovaPublished in: CoRR (2016)
Keyphrases
- particle swarm optimization
- shuffled frog leaping algorithm
- support vector
- support vector machine svm
- pso algorithm
- support vector machine
- multi objective
- multi class
- particle swarm
- differential evolution
- convergence speed
- knn
- global optimization
- particle swarm optimization algorithm
- generalization ability
- swarm intelligence
- svm classifier
- inertia weight
- training data
- feature selection
- kernel function
- hyperplane
- classification algorithm
- information retrieval
- radial basis function
- ant colony optimization
- data points
- evolutionary algorithm
- high dimensional
- support vectors
- feature extraction
- optimal parameters
- multi class svm
- genetic algorithm