Table 1 Categories of methods addressing class imbalance
From: A survey on addressing high-class imbalance in big data
Data-Level methods | Algorithm-Level methods | |||
|---|---|---|---|---|
Data-sampling | Feature selection | Cost-sensitive | Hybrid/ensemble | |
Over-sampling | Under-sampling | |||