Searching Optimal Sigma Parameter in Radial Basis Kernel Support Vector Machine for Classification of HIV Sub-type Viruses.
Zeyneb KurtOguzhan YavuzPublished in: SIGMAP (2010)
Keyphrases
- support vector machine
- radial basis
- support vector
- kernel function
- probabilistic neural network
- optimal parameters
- svm classifier
- kernel methods
- feature space
- support vector machine svm
- feature vectors
- binary decision tree
- classification accuracy
- histogram intersection kernel
- radial basis function
- generalization ability
- feature selection
- machine learning
- pattern classification
- multiple kernel learning
- knn
- training data
- decision trees
- k nearest neighbor
- text classification
- image classification
- decision rules
- pattern recognition
- data sets
- model selection
- back propagation
- feature set
- supervised learning
- optimal solution