Combining Meta-Learning with Multi-objective Particle Swarm Algorithms for SVM Parameter Selection: An Experimental Analysis.
Péricles B. C. de MirandaRicardo B. C. PrudêncioAndré C. P. L. F. de CarvalhoCarlos SoaresPublished in: SBRN (2012)
Keyphrases
- particle swarm
- multi objective
- parameter selection
- meta learning
- particle swarm optimization
- evolutionary algorithm
- optimization methods
- particle swarm optimization algorithm
- learning algorithm
- optimization problems
- machine learning algorithms
- optimization algorithm
- pso algorithm
- fitness function
- data sets
- support vector
- training data
- genetic algorithm
- machine learning
- knowledge acquisition
- kernel function
- image classification
- support vector machine
- differential evolution
- optimization method
- kernel methods
- swarm intelligence
- convergence rate
- feature vectors
- inductive learning
- neural network