The selection method for hyper-parameters of support vector classification by adaptive chaotic cultural algorithm.
Yi-Nan GuoMei YangDawei XiaoPublished in: Int. J. Intell. Comput. Cybern. (2010)
Keyphrases
- support vector classification
- cost function
- dynamic programming
- hyperparameters
- objective function
- k means
- prior information
- input data
- em algorithm
- closed form
- support vector machine svm
- cross validation
- probabilistic model
- similarity measure
- model selection
- learning algorithm
- energy function
- support vector
- bayesian framework
- worst case
- support vector machine
- parameter settings
- np hard
- expectation maximization
- error rate
- solution path
- generative model
- pairwise
- optimal solution
- regularization parameter
- piecewise linear