A Novel SMOTE-Based Classification Approach to Online Data Imbalance Problem

Table 1

Changes in the numbers before and after balancing the offline data.

Dataset	Before		After
	Majority	Minority	Majority	Minority
Chessboard-shaped data	7997	807	2500	2449