A clipping dual coordinate descent algorithm for solving support vector machines.
Xinjun PengDongjing ChenLingyan KongPublished in: Knowl. Based Syst. (2014)
Keyphrases
- support vector
- cost function
- k means
- dynamic programming
- gradient projection
- optimal solution
- matching algorithm
- significant improvement
- segmentation algorithm
- np hard
- linear programming
- computational cost
- computational complexity
- similarity measure
- logistic regression
- objective function
- search algorithm
- classification accuracy
- simulated annealing
- feature selection
- expectation maximization
- search space
- preprocessing
- combinatorial optimization
- learning machines
- decomposition algorithm