Online Asymmetric Active Learning with Imbalanced Data.
Xiaoxuan ZhangTianbao YangPadmini SrinivasanPublished in: KDD (2016)
Keyphrases
- imbalanced data
- active learning
- class imbalance
- imbalanced class distribution
- class distribution
- linear regression
- random sampling
- sampling methods
- imbalanced datasets
- classification models
- random forest
- support vector machine
- ensemble methods
- learning environment
- machine learning
- unlabeled data
- labeled data
- classification accuracy