Polynominal Classifiers and Support Vector Machines.
Ingo GrafUlrich KresselJürgen FrankePublished in: ICANN (1997)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- svm classifier
- support vector machine
- hyperplane
- generalization ability
- cross validation
- training examples
- kernel function
- binary classification
- loss function
- maximum margin
- feature selection
- logistic regression
- structural risk minimization
- generalization bounds
- multi class classification
- kernel machines
- multi class
- kernel classifiers
- classification accuracy
- kernel methods
- decision function
- feature set
- training data
- radial basis function
- rbf kernel
- soft margin
- test set
- support vectors
- linear classifiers
- ensemble learning
- linear discriminant analysis
- classification models