Self-adaptive support vector machines: modelling and experiments.
Peng DuJiming PengTamás TerlakyPublished in: Comput. Manag. Sci. (2009)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- generalization ability
- feature selection
- support vector machine
- cross validation
- logistic regression
- classification accuracy
- multi class
- svm classifier
- loss function
- machine learning
- reduced set
- learning algorithm
- kernel methods
- feature vectors
- databases
- training examples
- supervised learning
- flowshop
- hyperplane
- social networks
- generalization error
- optimal solution
- maximum margin
- training data
- decision function
- soft margin
- case study