Kernel Functions Based on Derivation.
Koichiro DoiAkihiro YamamotoPublished in: PAKDD Workshops (2008)
Keyphrases
- kernel function
- support vector
- kernel methods
- input space
- support vector machine
- feature space
- kernel matrix
- high dimensional feature space
- svm classifier
- support vector regression
- feature maps
- support vectors
- feature set
- kernel learning
- hyperplane
- high dimensional
- tree kernels
- gaussian kernels
- dot product
- svm classification
- kernel matrices
- reproducing kernel hilbert space
- multiple kernel learning
- special case
- training data
- computer vision
- data sets