Research on transfer learning algorithm based on support vector machine.
Jingmei LiWeifei WuDi XuePublished in: J. Intell. Fuzzy Syst. (2020)
Keyphrases
- support vector machine
- learning algorithm
- training data
- generalization ability
- transfer learning
- machine learning
- classification algorithm
- svm classifier
- support vector
- multi class
- supervised learning
- active learning
- maximum margin
- machine learning algorithms
- training procedure
- stock market prediction
- knowledge transfer
- feature selection
- learning scheme
- kernel function
- training examples
- feature vectors
- learning process
- feature space
- small sample
- k nearest neighbor
- training set
- learning rate
- multi class support vector machines
- learning models
- hyperplane
- kernel methods
- back propagation
- unlabeled data
- rbf network
- sample complexity
- learning rules
- perceptron algorithm
- data sets
- soft margin