Cost sensitive ν-support vector machine with LINEX loss.
Saiji FuXiaotong YuYingjie TianPublished in: Inf. Process. Manag. (2022)
Keyphrases
- cost sensitive
- support vector machine
- multi class
- misclassification costs
- cost sensitive learning
- binary classification
- svm classifier
- cost sensitive classification
- support vector machine svm
- class distribution
- feature selection
- support vector
- feature vectors
- class imbalance
- machine learning
- confidence weighted
- kernel function
- k nearest neighbor
- probability estimates
- kernel methods
- training data
- feature space
- training set
- boosting algorithms
- small number
- base classifiers
- knn
- naive bayes
- decision boundary
- classification algorithm
- information extraction
- cost sensitive boosting