Multiclass SVM Model Selection Using Particle Swarm Optimization.
Bruno Feres de SouzaAndré Carlos Ponce de Leon Ferreira de CarvalhoRodrigo CalvoRenato Porfirio IshiiPublished in: HIS (2006)
Keyphrases
- model selection
- multiclass svm
- multi class
- binary tree
- cross validation
- support vector machine
- multiclass classification
- parameter estimation
- hyperparameters
- regression model
- machine learning
- sample size
- feature selection
- meta learning
- variable selection
- information criterion
- learning algorithm
- statistical inference
- generalization error
- mixture model
- support vector machine svm
- selection criterion
- quadtree
- bayesian information criterion
- parameter determination
- similarity measure