Automatic model selection for the optimization of SVM kernels.
Nedjem-Eddine AyatMohamed CherietChing Y. SuenPublished in: Pattern Recognit. (2005)
Keyphrases
- support vector
- automatic model selection
- kernel function
- kernel machines
- kernel methods
- support vector machine
- support vector machine svm
- model selection
- multiple kernel learning
- factor analysis
- svm classifier
- feature space
- kernel parameters
- feature vectors
- feature selection
- mixture model
- statistical analysis
- knn
- cross validation
- linear svm
- information criterion
- training data