Universal consistency and robustness of localized support vector machines.
Florian DumpertAndreas ChristmannPublished in: Neurocomputing (2018)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- turing machine
- logistic regression
- support vector machine
- generalization ability
- computational efficiency
- classification accuracy
- multi class
- svm classifier
- high robustness
- generalization bounds
- multi class classification
- cross validation
- training examples
- feature selection
- genetic algorithm
- hyperplane
- kernel function
- support vector regression
- global constraints
- machine intelligence
- feature vectors
- decision trees
- information systems
- learning algorithm