Optimization of SVM MultiClass by Particle Swarm (PSO-SVM).
Fatima ArdjaniKaddour SadouniMohamed BenyettouPublished in: DBTA (2010)
Keyphrases
- multi class
- particle swarm
- particle swarm optimization
- support vector machine
- optimization method
- multiclass support vector machines
- particle swarm optimization algorithm
- multi class classification
- multi objective
- pso algorithm
- swarm intelligence
- evolutionary algorithm
- hybrid optimization algorithm
- premature convergence
- binary classification
- multiclass problems
- optimisation problems
- differential evolution
- optimization methods
- support vector
- optimization algorithm
- support vector machine svm
- multiclass svm
- cost sensitive
- particle swarm optimization pso
- fitness function
- pairwise
- global optimization
- feature selection
- multiclass learning
- particle swarm optimisation
- svm classifier
- multiclass classification
- genetic algorithm
- optimization problems
- binary classification problems
- multiple classes
- training data
- binary classifiers
- multi task
- kernel function
- global search
- kernel methods
- training set
- multi class boosting
- convergence speed
- base classifiers