Uniform design based SVM model selection for face recognition.
Weihong LiLijuan LiuWeiguo GongPublished in: ICDIP (2010)
Keyphrases
- model selection
- uniform design
- face recognition
- feature selection
- multi objective
- selection criterion
- support vector machine svm
- support vector
- cross validation
- machine learning
- support vector machine
- genetic algorithm
- convex programming
- hyperparameters
- knn
- regression model
- discriminant analysis
- feature extraction
- crossover operator
- grid search
- nsga ii
- feature vectors
- svm classifier
- model selection criteria
- hyperplane
- hybrid genetic algorithm
- optimization algorithm
- marginal likelihood
- training data
- support vectors
- ls svm
- generalization error
- kernel matrix
- generalization ability
- information criterion
- kernel function
- automatic model selection
- gaussian process
- feature space
- multi objective optimization
- active learning
- optimization problems