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Table 35 Result of full pairwise comparisons between different methods on NEEQ SMEs dataset

From: Clues from networks: quantifying relational risk for credit risk evaluation of SMEs

Model

p-value of pairwise comparison

Average rank

BF

BF + RS

BF + CN

BF + DN

BF + SN

BF + CNAP

BF + CNLD

BF + DNAP

BF + DNLD

BF + SNAP

BF

7.72

BF + RS

6.18

 < 0.001

BF + CN

6.72

0.034

 < 0.001

BF + DN

4.74

 < 0.001

 < 0.001

 < 0.001

BF + SN

6.05

1.000

 < 0.001

0.001

 < 0.001

BF + CNAP

7.24

0.108

 < 0.001

0.046

 < 0.001

 < 0.001

BF + CNLD

5.83

1.000

 < 0.001

 < 0.001

 < 0.001

1.000

 < 0.001

BF + DNAP

6.13

1.000

 < 0.001

0.100

 < 0.001

1.000

 < 0.001

1.000

BF + DNLD

3.77

 < 0.001

 < 0.001

 < 0.001

 < 0.001

 < 0.001

 < 0.001

 < 0.001

 < 0.001

BF + SNAP

7.14

0.012

 < 0.001

0.331

 < 0.001

 < 0.001

1.000

 < 0.001

 < 0.001

 < 0.001

BF + SNLD

4.48

 < 0.001

 < 0.001

 < 0.001

 < 0.001

1.000

 < 0.001

 < 0.001

 < 0.001

 < 0.001

 < 0.001

Friedman χ2

1251.015(< 0.001)