Faster Support Vector Machines.
Sebastian SchlagMatthias SchmittChristian SchulzPublished in: ALENEX (2019)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- kernel methods
- support vector machine
- kernel function
- logistic regression
- cross validation
- loss function
- svm classifier
- generalization ability
- classification accuracy
- special case
- feature selection
- hyperplane
- maximum margin
- decision function
- multi class
- database
- linear discriminant analysis
- information systems
- support vector regression
- support vectors
- data mining
- memory efficient
- data sets