Research Article
Expressway Traffic Flow Missing Data Repair Method Based on Coupled Matrix-Tensor Factorizations
Table 3
The RMSE of the methods under the MACR.
| MACR | Missing rates (%) | RMSE | Method 1 | Method 2 | Method 3 | Method 4 |
| 1 | 10 | 3.47 | 2.32 | 1.566 | 1.336 | 2 | 20 | 5.39 | 2.98 | 1.991 | 1.791 | 3 | 30 | 8.04 | 6.15 | 5.89 | 5.174 | 4 | 40 | 10.71 | 7.99 | 7.87 | 7.337 | 5 | 50 | 12.11 | 11.46 | 10.767 | 9.767 | 6 | 60 | 13.35 | 12.75 | 11.252 | 10.902 | 7 | 70 | 15.033 | 14.233 | 13.354 | 12.654 | 8 | 80 | 17.61 | 17.62 | 13.96 | 13.236 | 9 | 90 | 20.95 | 18.47 | 15.19 | 14.422 |
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