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Table 6 Summary of the robustness test

From: Two-stage credit scoring using Bayesian approach

 

Single-stage approach (baseline model)

Two-stage approach (proposed model)

T-statistics

P-value

Alternative modeling techniques: Random Forest

 K-S statistics

12.94 (0.81)

14.88 (0.73)

17.73

< 0.001

 AUROC

57.47 (0.55)

58.18 (0.50)

9.52

< 0.001

Alternative modeling techniques: Neural network

 K-S statistics

16.29 (0.63)

16.61 (0.61)

3.66

< 0.001

 AUROC

59.64 (0.40)

59.84 (0.41)

3.55

< 0.001