Model Selection for Support Vector Classifiers via Direct Simplex Search.
Gilles CohenPatrick RuchMelanie HilarioPublished in: FLAIRS Conference (2005)
Keyphrases
- model selection
- simplex search
- cross validation
- hyperparameters
- bayesian learning
- sample size
- parameter estimation
- regression model
- particle swarm optimisation
- machine learning
- statistical inference
- selection criterion
- bayesian information criterion
- information criterion
- variable selection
- mixture model
- error estimation
- generalization error
- model selection criteria
- genetic algorithm
- gaussian process
- feature selection
- artificial neural networks
- parameter determination
- support vector