Table 6 Results of ablation experiments
Early warning model | Accuracy | Recall | Missed | False | F1-score |
|---|---|---|---|---|---|
Proposed model (model A) | 98.4% | 94.12% | 5.88% | 1.43% | 96.21% |
Model B | 98.87% | 75.74% | 24.26% | 0.24% | 85.77% |
Model C | 99.06% | 79.78% | 20.22% | 0.2% | 88.38% |
Model D | 98.7% | 89.71% | 10.29% | 0.95% | 93.99% |