Research Article

Developing an Intelligent Model Based on Fuzzy Multilayer Neural Network for Improving Credit Risk Management under Uncertain Conditions

Table 3

Incorrect classification rate in each model.

ModelIncorrect classification rate (%)
Japan credit informationAustralian credit information

Linear discriminant analysis (LDA)13.814.0
Quadratic discriminant analysis (QDA)15.619.9
K-nearest neighbor13.814.2
Support vector machines13.822.5
ANNs11.412.3
Adaptive fuzzy neural inference system10.811.7
Proposed hybrid model9.710.9