GBTWSVM: Granular-Ball Twin Support Vector Machine.
Lixi ZhaoZhifei ZhangWenjun LiuGuangming LangPublished in: IJCRS (1) (2024)
Keyphrases
- support vector machine
- svm classifier
- multi class
- support vector machine svm
- multi class support vector machines
- granular computing
- kernel methods
- feature space
- svm classification
- hyperplane
- small sample
- support vector
- feature vectors
- decision boundary
- training data
- support vector regression
- generalization ability
- classification algorithm
- vision system
- rough sets
- feature selection
- machine learning
- stock market prediction
- decision forest
- statistical learning theory
- k nearest neighbor
- knn
- social networks
- real time
- information granules
- data sets
- databases
- optimal parameters
- information retrieval
- learning algorithm
- search engine
- radial basis function
- computer vision
- classification method
- decision trees
- similarity measure
- bayesian networks
- fuzzy sets
- database
- training set
- special case