Kernel Path for Semisupervised Support Vector Machine.
Zhou ZhaiHeng HuangBin GuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- support vector machine
- kernel function
- kernel methods
- semi supervised
- support vector
- feature space
- svm classifier
- gaussian kernel
- polynomial kernels
- kernel machines
- svm classification
- rbf kernel
- string kernels
- machine learning
- kernel learning
- shortest path
- k nearest neighbor
- kernel matrix
- support vector regression
- multi class support vector machines
- feature selection
- multiple kernel learning
- multi class
- convolution kernel
- training data
- input space
- feature vectors
- generalization ability
- positive definite
- histogram intersection kernel
- decision function
- semi supervised learning
- classification method
- maximum margin
- hyperplane
- knn
- kernel pca
- kernel principal component analysis
- soft margin
- training set
- decision boundary
- stock market prediction
- similarity measure
- linear classifiers