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.
| Model | Incorrect classification rate (%) | Japan credit information | Australian credit information |
| Linear discriminant analysis (LDA) | 13.8 | 14.0 | Quadratic discriminant analysis (QDA) | 15.6 | 19.9 | K-nearest neighbor | 13.8 | 14.2 | Support vector machines | 13.8 | 22.5 | ANNs | 11.4 | 12.3 | Adaptive fuzzy neural inference system | 10.8 | 11.7 | Proposed hybrid model | 9.7 | 10.9 |
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