Two Criteria for Model Selection in Multiclass Support Vector Machines.
Lei WangPing XueKap Luk ChanPublished in: IEEE Trans. Syst. Man Cybern. Part B (2008)
Keyphrases
- model selection
- multiclass support vector machines
- model selection criteria
- multi class
- cross validation
- hyperparameters
- selection criteria
- parameter estimation
- selection criterion
- regression model
- multi task
- sample size
- bayesian information criterion
- mixture model
- feature selection
- marginal likelihood
- generalization error
- information criterion
- kernel matrix
- unsupervised learning
- machine learning
- data sets
- labeled data
- automatic model selection