Research Article

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

Table 8

Experimental results for Qualitative Bankruptcy data set.

Method Average accuracy Wilcoxon rank-sum test Sensitivity
Specificity
AUC Wilcoxon rank-sum test
(AVESTD) (-value) (AVESTD) (-value)

EPNN99.570.5452 N/A0.99760.97750.99840.0055 N/A

PNN98.111.2690 2.82 0.9852 0.9185 0.98710.0195 1.20

MLP94.593.3330 8.76 0.9393 0.9552 0.98680.0147 1.50