A primal perspective for indefinite kernel SVM problem.
Hui XueHaiming XuXiaohong ChenYunyun WangPublished in: Frontiers Comput. Sci. (2020)
Keyphrases
- support vector
- kernel function
- kernel methods
- kernel parameters
- support vector machine
- kernel machines
- support vector machine svm
- kernel space
- svm classification
- feature selection
- svm classifier
- decision function
- hyperplane
- polynomial kernels
- support vectors
- loss function
- rbf kernel
- generalization ability
- maximum margin
- linear svm
- multiple kernel learning
- kernel pca
- multiple kernel
- multi class classification
- binary classification
- support vector regression
- deductive databases
- radial basis function
- sparse kernel
- least squares
- classification and regression problems
- kernel ridge regression
- neural network
- feature space
- kernel support vector machines
- simplex algorithm
- least squares support vector machine
- ls svm
- linear programming
- semi supervised
- multi class
- knn