Gauss-like Logarithmic Kernel Function to improve the performance of kernel machines on the small datasets.
Betul HicdurmazNurullah ÇalikSerpil UstebayPublished in: Pattern Recognit. Lett. (2024)
Keyphrases
- kernel machines
- kernel function
- support vector
- kernel learning
- kernel methods
- support vector machine
- input space
- support vector regression
- semi supervised
- feature space
- multiple kernel learning
- kernel matrix
- hyperplane
- multi class
- reproducing kernel hilbert space
- multi task
- high dimensional
- small number
- support vectors
- data sets
- svm classifier
- data mining