A Novel Algorithm for Kernel Optimization of Support Vector Machine.
Lijie LiPublished in: ICSI (2) (2013)
Keyphrases
- dynamic programming
- optimization algorithm
- learning algorithm
- objective function
- cost function
- support vector machine svm
- detection algorithm
- combinatorial optimization
- constrained optimization
- support vector machine
- optimal solution
- k means
- optimization model
- optimization process
- computational complexity
- computational cost
- data sets
- optimization method
- training data
- convergence rate
- matching algorithm
- classification algorithm
- soft margin
- particle swarm optimization
- linear programming
- optimization problems
- simulated annealing
- worst case
- multi class
- probabilistic model
- np hard
- evolutionary algorithm
- preprocessing
- support vector