Choosing the Parameters of 2-norm Soft Margin Support Vector Machines According to the Cluster Validity.
Kuo-Ping WuSheng-De WangPublished in: SMC (2006)
Keyphrases
- soft margin
- large margin classifiers
- parameter selection
- support vector
- cluster validity
- support vector machine
- generalization ability
- multi class
- cluster analysis
- hyperparameters
- maximum likelihood
- kernel function
- hyperplane
- cross validation
- perceptron algorithm
- boosting algorithms
- loss function
- model selection
- clustering algorithm
- image processing
- fuzzy c means
- kernel methods
- learning algorithm
- binary classification
- expectation maximization
- probabilistic model
- training data