Research Article

A Pruning Neural Network Model in Credit Classification Analysis

Table 9

Comparison of the simulation results between PNN and MLP of the Japanese credit dataset.

Method Accuracy (%) value Sensitivity Specificity AUC

PNN N/A 0.9333 0.8316 0.9301
MLP 0.8247 0.8148 0.8900