Conformal Transformation of Kernel Functions A Data Dependent Way to Improve Support Vector Machine Classifiers.
Si WuShun-ichi AmariPublished in: Neural Process. Lett. (2002)
Keyphrases
- data dependent
- kernel function
- support vector machine classifiers
- reproducing kernel hilbert space
- support vector
- kernel methods
- support vector machine
- input space
- feature space
- generalization bounds
- image processing
- hash functions
- high dimensional
- principal component analysis
- data mining
- support vectors
- neural network
- kernel learning
- data sets