Table 2.

Synthetic imbalanced dataset comparison.

Dataset	Imbalance Ratio	Attributes	Sizes	Class Values
Agarwal	groupA: 90% groupB: 10%	10	50k, 100k, 150k	groupA, groupB
Mixed	Class1: 90% Class2: 10%	11	50k, 100k, 150k	class1, class2
RandomTree	Class1: 90% Class2: 10%	11	50k, 100k, 150k	class1, class2