Quantitative Robustness of Localized Support Vector Machines.
Florian DumpertPublished in: CoRR (2019)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- multi class
- qualitative and quantitative
- support vector machine
- generalization ability
- kernel function
- cross validation
- maximum margin
- hyperplane
- logistic regression
- svm classifier
- support vector regression
- quantitative and qualitative
- classification accuracy
- feature selection
- kernel methods
- machine learning
- loss function
- multiresolution
- training data
- ls svm
- support vectors
- similarity measure
- feature extraction
- decision function