Sphere Support Vector Machines for large classification tasks.
Robert StrackVojislav KecmanBeata StrackQi LiPublished in: Neurocomputing (2013)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- support vector machine
- logistic regression
- cross validation
- maximum margin
- hyperplane
- classification accuracy
- multi class
- kernel function
- multi class classification
- unit sphere
- svm classifier
- kernel methods
- decision function
- support vector regression
- support vectors
- generalization ability
- information retrieval
- reduced set
- high dimensional
- decision trees
- feature selection