SVM-Maj: a majorization approach to linear support vector machines with different hinge errors.
Patrick J. F. GroenenGeorgi I. NalbantovJan C. BiochPublished in: Adv. Data Anal. Classif. (2008)
Keyphrases
- support vector machine svm
- support vector
- feature selection
- support vector machine
- multi class
- knn
- linear svm
- quadratic programming
- multiple kernel learning
- learning algorithm
- kernel support vector machines
- kernel svms
- error minimization
- decision forest
- linear systems
- multi class classification
- error analysis
- hyperplane
- kernel function
- feature vectors
- training data
- machine learning
- support vectors
- linear model
- prediction error
- generalization ability
- svm classification
- svm classifier
- linear classification
- convex quadratic programming