Research Article

A Differential Evolution-Oriented Pruning Neural Network Model for Bankruptcy Prediction

Table 2

orthogonal array and factor assignment of the Qualitative Bankruptcy data set.

Expe. NO./Parameter Testing accuracy

1 8 3 0.1 99.52 1.00
2 8 5 0.3 99.01 1.61
3 8 7 0.5 99.15 1.26
4 8 10 0.7 99.01 1.24
5 1030.399.57 0.55
6 10 5 0.1 99.23 1.02
7 10 7 0.9 99.12 1.32
8 10 10 0.7 99.12 1.06
9 12 3 0.5 99.15 1.28
10 12 5 0.7 99.23 1.27
11 12 7 0.1 98.88 1.83
12 12 10 0.3 99.12 1.41
13 14 3 0.7 98.64 2.10
14 14 5 0.5 99.15 1.15
15 14 7 0.3 99.07 1.56
16 14 10 0.1 98.93 1.43