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Table 8 Models validation results
From: Autonomous vehicle impact on improving road network vulnerability
Model | RMSE of the validation dataset | RMSE Of the training dataset | Normalized RMSE | R2 (%) |
|---|---|---|---|---|
AV0 | 832.5 | 806.8 | 0.18 | 89.1 |
AV30 | 989.9 | 889.8 | 0.23 | 86.5 |
AV50 | 695.0 | 728.4 | 0.17 | 88.6 |
AV80 | 516.2 | 640.9 | 0.14 | 87.6 |
AV100 | 376.8 | 556.9 | 0.12 | 83.9 |