An under-sampling method based on fuzzy logic for large imbalanced dataset.
Ginny Y. WongFrank H. F. LeungSai-Ho LingPublished in: FUZZ-IEEE (2014)
Keyphrases
- fuzzy logic
- imbalanced datasets
- learning from imbalanced data
- cost sensitive learning
- rare class
- class distribution
- neural network
- fuzzy sets
- imbalanced data
- training dataset
- control system
- fuzzy rules
- sampling methods
- decision trees
- genetic algorithm
- class imbalance
- ensemble methods
- text classification
- active learning
- random forest
- test set