An uncertain support vector machine with imprecise observations.
Zhongfeng QinQiqi LiPublished in: Fuzzy Optim. Decis. Mak. (2023)
Keyphrases
- support vector machine
- uncertain information
- possibilistic networks
- imprecise information
- imprecise data
- multi class
- svm classifier
- training data
- feature selection
- decision making
- support vector
- incomplete information
- feature vectors
- training set
- stock market prediction
- machine learning
- k nearest neighbor
- kernel function
- artificial intelligence
- small sample
- decision forest
- svm classification
- generalization ability
- databases
- uncertain databases
- real time
- approximate functional dependencies
- possibility theory
- optimal parameters
- decision boundary
- support vector regression
- hyperplane
- kernel methods
- classification algorithm
- classification accuracy
- feature space
- data mining