Research Article

A Hybrid Approach Using Oversampling Technique and Cost-Sensitive Learning for Bankruptcy Prediction

Table 2

Performance results of HAOC using several normalization techniques for KRBDS.

NoNormalization techniqueNormalization formulaAUC

1NoneNone50.0±0.0

2StandardScaler87.1±0.6

3MinMaxScaler73.0±4.0

4RobustScaler50.0±0.0