Research Article

A Pruning Neural Network Model in Credit Classification Analysis

Table 6

Structures of PNN and MLP for the Australian and Japanese credit datasets.

Dataset Model
Number of
input
Number of branch
hidden node
Number of
output
Number of
adjusted parameters

Australian PNN 14 30 1 840
MLP 14 53 1 849
Japanese PNN 15 30 1 900
MLP 15 53 1 902