Dataset | Number of samples | Attributes | Minority class label | Imbalance ratio |
Haberman’s Survival | 306 | 3 | patient died within 5 years | 1:2.78 |
Pima Indian Diabetes | 768 | 8 | tested positive for diabetes | 1:1.87 |
Glass Identification | 214 | 9 | Headlamps | 1:6.38 |
Landsat Satellite | 6435 | 36 | Damp grey soil | 1:9.28 |
Yeast | 1484 | 8 | ME2 | 1:28.10 |