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

Table 3

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

Dataset	Before		After
	Majority	Minority	Majority	Minority
Forecasting data in 2010	334	31	110	97
Forecasting data in 2011	330	35	110	104