Fast support vector classifier with generalization-memorization kernel.
Wenwen GuoLv YanJia-Yu YinWang ZhenYuan-Hai ShaoPublished in: ITQM (2022)
Keyphrases
- support vector
- kernel function
- learning machines
- support vector machine
- large margin classifiers
- svm classifier
- kernel methods
- rbf kernel
- logistic regression
- decision function
- kernel parameters
- kernel machines
- feature selection
- feature space
- binary classification
- classification accuracy
- training examples
- radial basis function
- maximum margin
- svm classification
- cross validation
- support vectors
- generalization ability
- hyperplane
- kernel classifiers
- linear classifiers
- multiple kernel learning
- kernel learning
- gaussian processes
- soft margin
- multi class
- feature maps
- training set
- polynomial kernels
- ls svm
- support vector regression