A New Class of Bessel Kernel Functions for Support Vector Machine.
Yeqin ShaoQuan JiangPublished in: IEEE Access (2024)
Keyphrases
- kernel function
- support vector machine
- support vector
- kernel methods
- reproducing kernel hilbert space
- svm classifier
- input space
- support vector regression
- kernel matrix
- support vectors
- svm classification
- hyperplane
- feature space
- kernel learning
- training data
- support vector machine svm
- feature selection
- machine learning
- kernel matrices
- polynomial kernels
- generalization ability
- gaussian kernels
- high dimensional feature space
- kernel principal component analysis
- scale space
- multi class
- neural network
- learning algorithm
- maximum margin
- kernel pca
- wavelet support vector machine
- learning tasks
- face recognition
- tree kernels
- training set
- high dimensional
- classification accuracy
- data points
- feature set
- decision boundary
- loss function
- class labels