Learning imbalanced datasets based on SMOTE and Gaussian distribution.
Tingting PanJunhong ZhaoWei WuJie YangPublished in: Inf. Sci. (2020)
Keyphrases
- imbalanced datasets
- learning from imbalanced data
- gaussian distribution
- learning algorithm
- learning process
- class distribution
- active learning
- learning tasks
- prediction accuracy
- gaussian mixture model
- class imbalance
- cost sensitive learning
- prior knowledge
- supervised learning
- pairwise
- minority class
- training data
- highly skewed
- machine learning