Research Article

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

Table 4

Incorrect classification rate in each model.

ModelIncorrect classification rate (%)
Japan credit informationAustralian credit information

Linear discriminant analysis (LDA)29.7122.14
Quadratic discriminant analysis (QDA)37.8245.23
K-nearest neighbor (KNN)29.7123.24
Support vector machines (SVMs)29.7151.56
ANNs (ANN)14.9111.38
Adaptive fuzzy neural inference system (ANFIS)10.186.83