Evolutionary model selection in a wavelet-based support vector machine for automated seizure detection.
M. ZavarSaeed Rahati QuchaniMohammad R. Akbarzadeh-TotonchiH. GhasemifardPublished in: Expert Syst. Appl. (2011)
Keyphrases
- model selection
- support vector machine
- cross validation
- parameter estimation
- bayesian learning
- feature selection
- hyperparameters
- regression model
- statistical learning
- sample size
- machine learning
- variable selection
- mixture model
- generalization error
- statistical inference
- error estimation
- selection criterion
- model selection criteria
- gaussian process
- leave one out cross validation
- information criterion
- bayesian model selection
- support vector
- subspace information criterion
- automatic model selection
- parameter determination
- epileptic seizures
- generalization bounds
- data sets
- feature space
- support vector regression
- mutual information
- svm classifier