Modeling sequence evolution with kernel methods.
Margherita BrescoMarco TurchiTijl De BieNello CristianiniPublished in: Comput. Optim. Appl. (2007)
Keyphrases
- kernel methods
- support vector
- learning problems
- kernel function
- machine learning
- kernel trick
- kernel pca
- multiple kernel learning
- feature space
- support vector machine
- reproducing kernel hilbert space
- neural network
- kernel matrix
- learning tasks
- high dimensional feature space
- multiple kernel
- learning algorithm
- real world
- graph kernels
- kernel ridge regression
- kernel matrices
- singular value decomposition
- classification accuracy
- special case
- pairwise
- training data
- image processing