The Impact of Different Kernel Functions on the Performance of Scintillation Detection Based on Support Vector Machines.
Caner SavasFabio DovisPublished in: Sensors (2019)
Keyphrases
- kernel function
- support vector
- large margin classifiers
- kernel methods
- learning machines
- support vector machine
- input space
- feature space
- hyperplane
- support vectors
- support vector regression
- svm classification
- feature selection
- high dimensional
- radial basis function
- classification accuracy
- feature maps
- kernel matrices
- high dimensional feature space
- kernel matrix
- cross validation
- kernel learning
- gaussian kernels
- polynomial kernels
- svm classifier
- multiple kernel learning
- multi class
- binary classification
- machine learning
- kernel parameters