Fast SVM training using approximate extreme points
Manu NandanPramod P. KhargonekarSachin S. TalathiPublished in: CoRR (2013)
Keyphrases
- extreme points
- svm training
- geometric properties
- finite number
- generalization ability
- linear program
- optimal solution
- infinite dimensional
- convex hull
- support vector machine
- kernel methods
- feasible solution
- svm classification
- support vectors
- decomposition method
- interior point methods
- data sets
- mathematical model
- simulated annealing
- support vector