Incremental Cost-Sensitive Support Vector Machine With Linear-Exponential Loss.
Yue MaKun ZhaoQi WangYingjie TianPublished in: IEEE Access (2020)
Keyphrases
- cost sensitive
- support vector machine
- multi class
- binary classification
- misclassification costs
- cost sensitive learning
- cost sensitive classification
- class distribution
- class imbalance
- svm classifier
- machine learning
- support vector
- active learning
- support vector machine svm
- confidence weighted
- feature selection
- probability estimates
- kernel methods
- k nearest neighbor
- feature vectors
- training set
- boosting algorithms
- incremental learning
- feature space
- kernel function
- naive bayes
- hyperplane
- base classifiers
- decision boundary
- training data
- feature extraction
- pairwise
- reinforcement learning