Research Article
Safety Prediction Using Vehicle Safety Evaluation Model Passing on Long-Span Bridge with Fully Connected Neural Network
Table 6
Statistical analysis of predicted score error.
| Car state | Model | Error intervals | <0.05 (%) | <0.1 (%) | <0.15 (%) |
| Safety | 4-8-4 | 0.74 (370) | 0.826 (413) | 0.874 (437) | 4-3-3-4 | 0.72 (360) | 0.828 (414) | 0.872 (436) | 4-15-15-4 | 0.804 (402) | 0.886 (443) | 0.922 (461) |
| Rollover | 4-8-4 | 0.644 (322) | 0.744 (372) | 0.782 (391) | 4-3-3-4 | 0.638 (319) | 0.722 (361) | 0.762 (381) | 4-15-15-4 | 0.744 (372) | 0.79 (395) | 0.814 (407) |
| Rotating | 4-8-4 | 0.706 (353) | 0.772 (386) | 0.806 (403) | 4-3-3-4 | 0.564 (282) | 0.714 (357) | 0.772 (386) | 4-15-15-4 | 0.664 (332) | 0.776 (388) | 0.83 (415) |
| Sideslip | 4-8-4 | 0.91 (455) | 0.94 (470) | 0.956 (478) | 4-3-3-4 | 0.878 (439) | 0.916 (458) | 0.938 (469) | 4-15-15-4 | 0.912 (456) | 0.938 (469) | 0.952 (476) |
| (Total) | 4-8-5 | 0.75 (1500) | 0.82 (1641) | 0.8545 (1709) | 4-3-3-5 | 0.7 (1400) | 0.795 (1590) | 0.836 (1672) | 4-15-15-5 | 0.781 (1562) | 0.8475 (1695) | 0.8795 (1759) |
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370 in bracket indicates the number of corresponding data. |