Fast tuning of SVM kernel parameter using distance between two classes.
Jiancheng SunPublished in: ISKE (2008)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- svm classification
- distance measure
- feature selection
- pattern recognition
- distance function
- distance metric
- class labels
- multi class svm
- generalization ability
- hyperplane
- euclidean distance
- svm classifier
- neural network
- knn
- feature vectors
- machine learning
- classification algorithm
- radial basis function
- binary classification
- parameter tuning
- support vectors
- training data