Research Article

A Pruning Neural Network Model in Credit Classification Analysis

Table 4

orthogonal array and factor assignment of the Australian credit dataset.

Expe. number/parameter Testing accuracy

1 2 0.01 25
2 2 0.05 28
3 2 0.08 30
4 2 0.1 32
5 3 0.01 25
6 3 0.05 28
7 3 0.08 32
8 3 0.1 30
9 4 0.01 30
10 4 0.05 32
11 4 0.08 25
12 4 0.1 28
13 5 0.01 32
14 5 0.05 30
15 5 0.08 28
16 5 0.1 25