Affinity and class probability-based fuzzy support vector machine for imbalanced data sets.
Xinmin TaoQing LiChao RenWenjie GuoQing HeRui LiuJunrong ZouPublished in: Neural Networks (2020)
Keyphrases
- imbalanced data sets
- fuzzy support vector machine
- class distribution
- class imbalance
- training data
- test set
- training set
- cost sensitive
- pairwise
- misclassification costs
- class labels
- training examples
- test data
- support vector machine
- density function
- roc curve
- data sets
- classification trees
- unlabeled data
- binary classification
- concept drift
- bayesian networks