A fast learning algorithm for One-Class Slab Support Vector Machines.
Bagesh KumarAyush SinhaSourin ChakrabartiO. P. VyasPublished in: Knowl. Based Syst. (2021)
Keyphrases
- learning machines
- learning algorithm
- support vector
- large margin classifiers
- generalization ability
- training examples
- maximum margin
- generalization error
- support vector machine
- active learning
- back propagation
- training data
- training algorithm
- learning problems
- learning tasks
- logistic regression
- svm classifier
- cross validation
- machine learning algorithms
- soft margin
- kernel methods
- binary classification
- classification accuracy
- machine learning
- multi class classification
- multi task learning
- support vectors
- kernel function
- data points
- learning rate
- supervised learning
- learning models
- hyperplane
- model selection
- parallel machines
- feature selection
- reinforcement learning
- perceptron algorithm
- decision function
- transfer learning
- classification algorithm