A distance-based kernel for classification via Support Vector Machines.
Nazhir Amaya-TejeraMargarita GamarraJorge I. VélezEduardo E. ZurekPublished in: Frontiers Artif. Intell. (2024)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- classification accuracy
- support vector machine
- kernel methods
- logistic regression
- feature selection
- rbf kernel
- kernel machines
- cross validation
- decision trees
- kernel parameters
- generalization ability
- svm classifier
- radial basis function
- machine learning
- loss function
- polynomial kernels
- feature space
- soft margin
- feature extraction
- pattern recognition
- margin maximization
- kernel classifiers
- kernel matrix
- image classification
- support vector regression
- svm classification
- decision function
- classification algorithm
- feature vectors
- text classification
- kernel learning
- hyperplane
- linear discriminant analysis
- class separability
- training examples