Function Dot Product Kernels for Support Vector Machine.
Guangyi ChenPrabir BhattacharyaPublished in: ICPR (2) (2006)
Keyphrases
- dot product
- kernel function
- support vector machine
- feature space
- gaussian kernels
- positive semi definite
- similarity function
- scalar product
- support vector
- kernel methods
- input space
- reproducing kernel hilbert space
- radial basis function
- support vector regression
- hyperplane
- support vector machine svm
- distance measure
- machine learning
- svm classifier
- multi class
- feature vectors
- gaussian kernel
- privacy preserving
- kernel matrix
- knn
- special case
- training data
- decision trees
- feature selection