Research Article
Systematic Financial Risk Identification and Dynamic Evolution Based on Deep Learning
Table 2
Statistics of classification results.
| Serial number | Accuracy | Precision | Recall | F1-score | AUC |
| K-fold_ 1 | 0.941 | 0.869 | 0.854 | 0.814 | 0.899 | K-fold_ 2 | 0.973 | 0.893 | 0.892 | 0.857 | 0.945 | K-fold_ 3 | 0.978 | 0.885 | 0.889 | 0.898 | 0.936 | K-fold_ 4 | 0.964 | 0.917 | 0.951 | 0.946 | 0.967 | K-fold_ 5 | 0.958 | 0.935 | 0.946 | 0.954 | 0.917 |
|
|