A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods.
Alberto MuñozJavier M. MoguerzaPublished in: CIARP (2005)
Keyphrases
- kernel methods
- learning problems
- kernel function
- support vector
- machine learning
- feature space
- reproducing kernel hilbert space
- support vector machine
- learning tasks
- kernel matrix
- multiple kernel
- similarity function
- decision trees
- kernel pca
- kernel ridge regression
- feature selection
- data mining
- multiple kernel learning
- kernel parameters
- tikhonov regularization