Comparative Analysis of Support Vector Machines Based on Linear and Quadratic Optimization Criteria.
Alexey NefedovJiankuan YeCasimir A. KulikowskiIlya B. MuchnikKenton MorganPublished in: ICMLA (2009)
Keyphrases
- comparative analysis
- optimization criteria
- support vector
- learning machines
- large margin classifiers
- optimization criterion
- semi quantitative
- optimization problems
- linear functions
- feature selection
- semidefinite
- support vector machine
- neural network
- kernel function
- special case
- objective function
- upper bound
- nonlinear optimization
- cost function