An Introduction to Support Vector Machines: A Review.
Yiling ChenIsaac G. CouncillPublished in: AI Mag. (2003)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- support vector machine
- logistic regression
- cross validation
- svm classifier
- loss function
- classification accuracy
- multi class
- kernel function
- real world
- hyperplane
- generalization ability
- binary classification
- parallel machines
- case study
- feature selection
- np hard
- pairwise
- maximum margin
- generalization bounds