Advances in Cost-sensitive Multiclass and Multilabel Classification.
Hsuan-Tien LinPublished in: KDD (2019)
Keyphrases
- cost sensitive
- multi class
- misclassification costs
- cost sensitive learning
- cost sensitive classification
- binary classification
- multiclass classification
- class distribution
- multi label
- support vector machine
- feature selection
- multi class classification
- pairwise
- class imbalance
- perceptron algorithm
- base classifiers
- training data
- boosting algorithms
- maximum margin
- ensemble methods
- image classification
- small number
- confidence weighted