Multi-objective Parameters Selection for SVM Classification Using NSGA-II.
Li XuChunping LiPublished in: ICDM (2006)
Keyphrases
- multi objective
- nsga ii
- svm classification
- multi objective optimization
- evolutionary algorithm
- multiobjective optimization
- pareto optimal
- multi objective optimization problems
- multiobjective evolutionary algorithm
- optimization algorithm
- multi objective evolutionary algorithms
- objective function
- support vector machine svm
- support vector machine
- test problems
- multiple objectives
- particle swarm optimization
- optimization problems
- multi objective optimisation
- genetic algorithm
- pareto dominance
- evolutionary multiobjective
- pareto optimal solutions
- strength pareto evolutionary algorithm
- optimal solution
- bi objective
- multi objective problems
- pareto optimal set
- classification accuracy
- feature extraction
- knapsack problem
- support vector
- optimum design
- data points
- multiclass classification
- image classification
- svm classifier
- multi criteria
- differential evolution
- feature space
- nearest neighbor