Adaptive Cost-sensitive Online Classification.
Peilin ZhaoYifan ZhangMin WuSteven C. H. HoiMingkui TanJunzhou HuangPublished in: CoRR (2018)
Keyphrases
- cost sensitive
- cost sensitive classification
- confidence weighted
- cost sensitive learning
- multi class
- misclassification costs
- binary classification
- naive bayes
- class imbalance
- class dependent
- active learning
- support vector machine
- class distribution
- classification accuracy
- semisupervised learning
- probability estimates
- decision trees
- classification models
- classification algorithm
- support vector machine svm
- training set
- error rate
- training samples
- e learning