Table 6 Classification results under the traditional credit risk assessment index system
From: A credit risk assessment model based on SVM for small and medium enterprises in supply chain finance
Model category | Training sample set | Test sample set | ||||
|---|---|---|---|---|---|---|
Accuracy | Type I error rate | Type II error rate | Accuracy | Type I error rate | Type II error rate | |
BP neural network | 66.67 % | 100 % | 0 % | 55.56 % | 100 % | 0 % |
SVM model | 76.67 % | 26.67 % | 21.67 % | 63.49 % | 46.43 % | 28.57 % |