Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning

Daochen Zha, Kwei-Herng Lai, Qiaoyu Tan +3

Imbalanced learning is a fundamental challenge in data mining, where there is a disproportionate ratio of training samples in each class. Over-sampling is an effective technique to…