A SVM Model Selection Method Based on Hybrid Genetic Algorithm and Empirical Error Minimization Criterion.
Xin ZhouJianhua XuPublished in: ISNN (4) (2009)
Keyphrases
- model selection
- selection criterion
- hybrid genetic algorithm
- cross validation
- support vector machine svm
- information criterion
- parameter estimation
- model selection criteria
- feature selection
- machine learning
- error minimization
- pairwise
- em algorithm
- objective function
- hyperparameters
- evolutionary algorithm
- support vector machine
- least squares
- sample size
- differential evolution
- closed form
- combinatorial optimization
- principal components
- training set
- mixture model
- mutual information