Instance-based entropy fuzzy support vector machine for imbalanced data.
Poongjin ChoMinhyuk LeeWoojin ChangPublished in: Pattern Anal. Appl. (2020)
Keyphrases
- imbalanced data
- fuzzy support vector machine
- support vector machine
- learning from imbalanced data
- class distribution
- knn
- imbalanced datasets
- sampling methods
- linear regression
- ensemble methods
- feature selection
- classification models
- class imbalance
- random forest
- minority class
- decision trees
- k nearest neighbor
- svm classifier
- benchmark datasets
- machine learning
- classification error
- multi class
- support vector machine svm
- nearest neighbour
- ensemble classifier
- active learning
- high dimensional
- feature extraction