Optimal Gaussian Kernel Parameter Selection for SVM Classifier.
Xu YangHuilin XiongXin YangPublished in: IEICE Trans. Inf. Syst. (2010)
Keyphrases
- parameter selection
- svm classifier
- gaussian kernel
- support vector machine
- optimal parameters
- support vector machine svm
- support vector
- ls svm
- image classification
- scale space
- machine learning
- training set
- feature vectors
- kernel function
- feature selection
- training data
- support vector regression
- model selection
- support vectors
- image segmentation
- k nearest neighbor
- kernel methods
- radial basis function
- feature space
- reproducing kernel hilbert space