Instance-based entropy fuzzy support vector machine for imbalanced data.
Poongjin ChoMinhyuk LeeWoojin ChangPublished in: CoRR (2018)
Keyphrases
- imbalanced data
- fuzzy support vector machine
- support vector machine
- knn
- feature selection
- class distribution
- ensemble methods
- learning from imbalanced data
- linear regression
- random forest
- classification models
- imbalanced datasets
- sampling methods
- class imbalance
- k nearest neighbor
- decision trees
- feature space
- base classifiers
- ensemble classifier
- non stationary
- multi class
- generalization ability
- random sampling
- feature vectors
- high dimensionality
- svm classifier
- pairwise
- nearest neighbor