A Transfer Learning Algorithm Based on Support Vector Machine.
Weifei WuShidian ChenLiYing BaoPublished in: Neural Process. Lett. (2023)
Keyphrases
- support vector machine
- learning algorithm
- training data
- generalization ability
- transfer learning
- machine learning
- classification algorithm
- svm classifier
- multi class
- active learning
- maximum margin
- knowledge transfer
- back propagation
- support vector machine svm
- support vector
- training procedure
- learning tasks
- kernel methods
- supervised learning
- feature vectors
- learning rate
- classification method
- machine learning algorithms
- feature selection
- radial basis function
- support vector regression
- feature space
- statistical learning theory
- kernel function
- learning problems
- knn
- cross domain
- decision boundary
- soft margin
- svm classification
- multi class support vector machines
- high classification accuracy
- small sample
- decision trees
- learning rules
- training examples