Table 5 Comparison of experimental results of the SVM model and the BP neural network model
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 | 91.11 % | 13.33 % | 6.67 % | 93.65 % | 3.57 % | 8.57 % |