Automatic Learning Algorithms for Local Support Vector Machines.
Thanh-Nghi DoPublished in: SN Comput. Sci. (2020)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- learning algorithm
- generalization ability
- generalization bounds
- classification accuracy
- feature selection
- multi class
- semi automatic
- kernel function
- maximum margin
- support vector machine
- training examples
- loss function
- back propagation
- machine learning
- kernel machines
- logistic regression
- machine learning algorithms
- training data
- active learning
- learning process
- reinforcement learning
- semi supervised learning
- svm classifier
- cross validation
- model selection
- kernel methods
- support vector regression
- learning rate
- learning scheme
- pairwise
- lower bound
- decision trees