SVM Compound Kernel Functions for Vehicle Target Classification.
Edison A. RoxasRyan Rhay P. VicerraLaurence A. Gan LimElmer P. DadiosArgel A. BandalaPublished in: J. Adv. Comput. Intell. Intell. Informatics (2018)
Keyphrases
- kernel function
- support vector
- support vector machine
- svm classification
- svm classifier
- feature space
- support vector machine svm
- kernel methods
- classification accuracy
- kernel learning
- high dimensional feature space
- support vector regression
- polynomial kernels
- decision boundary
- support vectors
- input space
- generalization ability
- hyperplane
- kernel parameters
- rbf kernel
- feature selection
- tree kernels
- feature vectors
- kernel machines
- feature maps
- support vector data description
- high dimensional
- feature extraction
- regression method
- classification method
- binary classification
- kernel matrix
- multiple kernel learning
- multi class
- training set
- kernel principal component analysis
- training samples
- loss function
- data points
- multiclass classification
- text classification
- similarity measure
- decision trees
- image processing
- neural network