Total Stability of SVMs and Localized SVMs.
Hannes KöhlerAndreas ChristmannPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- support vector
- feature selection
- support vector machine svm
- multi class
- sparse kernel
- classification using support vector machines
- structured learning
- kernel function
- maximum margin
- binary classification
- training support vector machines
- support vector machine
- machine learning
- training data
- knn
- hyperplane
- generalization ability
- decision boundary
- reduced set
- svm classifier
- feature ranking
- statistical learning theory
- linear svm
- majority voting
- multi class classification
- support vectors
- naive bayes classifier
- kernel methods
- selected features
- kernel principal component analysis
- discriminative classifiers
- k nearest neighbor
- soft margin
- support vector machine classifiers
- early stopping
- classification algorithm
- data sets