All-in-one multicategory Ramp loss maximum margin of twin spheres support vector machine.
Sijie LuHuiru WangZhijian ZhouPublished in: Appl. Intell. (2019)
Keyphrases
- maximum margin
- support vector machine
- decision boundary
- hyperplane
- support vector
- structured output
- structured prediction
- svm classifier
- learning algorithm
- binary classifiers
- multi class
- pattern classification
- support vector machine svm
- markov networks
- k nearest neighbor
- kernel function
- feature vectors
- kernel methods
- machine learning
- training data
- binary classification
- knn
- feature selection
- feature space
- training set
- soft margin
- pattern recognition
- multiple kernel learning
- support vectors
- multi task
- generalization error
- bayesian inference
- training samples