A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM

Table 2

The basic information about six datasets.

ID	Dataset	attributes	majority samples	minority samples	IR
1	Fertility	10	88	12	7.3
2	Glass 7	10	185	29	6.3
3	Parkinson	23	147	48	3
4	Pima	8	500	268	1.8
5	Segmentation 1	19	180	30	6
6	Segmentation 3	19	180	30	6