Multi-class Support Vector Machines Based on Arranged Decision Graphs and Particle Swarm Optimization for Model Selection.
Javier AcevedoSaturnino Maldonado-BascónPhilip SiegmannSergio Lafuente-ArroyoPedro Gil-JiménezPublished in: ICANNGA (2) (2007)
Keyphrases
- model selection
- multi class support vector machines
- particle swarm optimization
- multi class support vector machine
- cross validation
- hyperparameters
- support vector machine
- machine learning
- sample size
- mixture model
- multi class classification
- regression model
- selection criterion
- bayesian information criterion
- generalization error
- feature selection
- gaussian process
- statistical inference
- marginal likelihood
- automatic model selection
- multi class
- support vector
- image sequences
- information criterion
- data sets