Minimal Enclosing Sphere Estimation and Its Application to SVMs Model Selection.
Huaqing LiShaoyu WangFeihu QiPublished in: ISNN (1) (2004)
Keyphrases
- model selection
- parameter estimation
- feature selection
- cross validation
- error estimation
- support vector
- selection criterion
- hyperparameters
- machine learning
- learning machines
- sample size
- mixture model
- regression model
- bayesian learning
- multi class
- statistical learning
- statistical inference
- information criterion
- model selection criteria
- support vector machine svm
- support vector machine
- gaussian process
- automatic model selection
- variable selection
- density estimation
- training data
- decision trees
- generalization bounds
- bayesian information criterion
- graphical models
- training set
- parameter determination
- feature space