Research Article
Expressway Traffic Flow Missing Data Repair Method Based on Coupled Matrix-Tensor Factorizations
Table 5
The RMSE of the methods under the MAR.
| MAR | Missing rates (%) | RMSE | Method 1 | Method 2 | Method 3 | Method 4 |
| 1 | 10 | 4.71 | 3.2 | 2.73 | 2.331 | 2 | 20 | 7.09 | 4.12 | 3.78 | 3.054 | 3 | 30 | 10.42 | 9.43 | 7.97 | 6.28 | 4 | 40 | 11.4 | 11.72 | 10.21 | 9.631 | 5 | 50 | 15.27 | 14.98 | 14.05 | 11.536 | 6 | 60 | 17.07 | 16.27 | 14.28 | 13.417 | 7 | 70 | 20.33 | 18.56 | 15.59 | 14.89 | 8 | 80 | 23.61 | 19.37 | 16.01 | 15.733 | 9 | 90 | 30.86 | 21.3 | 16.46 | 16.193 |
|
|