Dataset |
| No Over-Sampling | SMOTE |
Haberman’s Survival | No Over-Sampling | - | - |
SMOTE | 6.39E−12 | - | |
FOST | 1.37E−13 | 1.354E−03 | |
Pima Indian Diabetes | No Over-Sampling | - | - |
SMOTE | 1.736E−12 | - | |
FOST | 1.901E−14 | 3.175E−05 | |
Glass Identification | No Over-Sampling | - | - |
SMOTE | 3.261E−06 | - | |
FOST | 2.537E−07 | 1.195E−02 | |
Landsat Satellite | No Over-Sampling | - | - |
SMOTE | 1.243E−08 | - | |
FOST | <2.2E−16 | 7.159E−04 | |
Yeast | No Over-Sampling | - | - |
SMOTE | 6.2E−03 | - | |
FOST | <2.2E−16 | 2.867E−03 |