Skip to main content

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