Learning from class-imbalanced data: Review of methods and applications.
Haixiang GuoYijing LiJennifer ShangMingyun GuHuang YuanyueGong BingPublished in: Expert Syst. Appl. (2017)
Keyphrases
- learning tasks
- learning algorithm
- significant improvement
- inductive learning
- preprocessing
- learning process
- online learning
- empirical studies
- machine learning methods
- supervised learning
- automatically learned
- linear predictors
- learning analytics
- state space
- computational cost
- object recognition
- reinforcement learning