Intuitionistic fuzzy twin support vector machines for imbalanced data.
Salim RezvaniXizhao WangPublished in: Neurocomputing (2022)
Keyphrases
- intuitionistic fuzzy
- imbalanced data
- support vector
- support vector machine
- learning machines
- feature selection
- svm classifier
- group decision making
- fuzzy clustering
- class distribution
- ensemble learning
- ensemble methods
- linear regression
- kernel function
- fuzzy relations
- hyperplane
- fuzzy numbers
- support vector machine svm
- generalization ability
- cross validation
- classification accuracy
- random forest
- machine learning
- sampling methods
- support vectors
- decision trees
- classification models
- base classifiers
- radial basis function
- multi class
- class imbalance
- training data
- prediction accuracy
- training examples
- decision makers
- training set