On the working set selection in gradient projection-based decomposition techniques for support vector machines.
Thomas SerafiniLuca ZanniPublished in: Optim. Methods Softw. (2005)
Keyphrases
- working set
- working set selection
- decomposition algorithm
- decomposition methods
- support vector
- decomposition method
- training support vector machines
- large margin classifiers
- learning machines
- constraint satisfaction problems
- number of iterations required
- recognition algorithm
- database theory
- support vector machine
- kernel function
- databases
- computational complexity
- decision trees
- feature selection