Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE.
Georgios DouzasFernando BaçãoPublished in: CoRR (2017)
Keyphrases
- imbalanced data sets
- class imbalance
- imbalanced datasets
- learning from imbalanced data
- imbalanced data
- learning process
- minority class
- reinforcement learning
- learning algorithm
- active learning
- support vector machine
- online learning
- data sets
- learning systems
- majority class
- learning scheme
- class distribution
- base classifiers
- text classification
- prior knowledge
- neural network