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