Candidate working set strategy based SMO algorithm in support vector machine.
Xiaofeng SongWeimin ChenYi-Ping Phoebe ChenBin JiangPublished in: Inf. Process. Manag. (2009)
Keyphrases
- learning algorithm
- np hard
- decomposition methods
- sequential minimal optimization
- convergence rate
- linear programming
- support vector machine
- lower bound
- search space
- optimal solution
- improved algorithm
- similarity measure
- working set
- support vector
- expectation maximization
- k nearest neighbor
- training data
- quadratic programming
- data sets