Research Article
Expressway Traffic Flow Missing Data Repair Method Based on Coupled Matrix-Tensor Factorizations
Table 8
The MAPE of the methods under the MIX-M.
| MIX-M | Missing rates (%) | MAPE | Method 1 (%) | Method 2 (%) | Method 3 (%) | Method 4 (%) |
| 1 | 10 | 6.90 | 3.42 | 2.91 | 1.94 | 2 | 20 | 8.23 | 4.76 | 3.89 | 3.28 | 3 | 30 | 9.97 | 8.88 | 8.65 | 7.47 | 4 | 40 | 13.88 | 14.11 | 13.14 | 11.76 | 5 | 50 | 21.00 | 18.56 | 16.72 | 12.99 | 6 | 60 | 23.55 | 19.76 | 17.43 | 14.81 | 7 | 70 | 26.57 | 20.12 | 18.97 | 15.95 | 8 | 80 | 29.65 | 22.25 | 19.00 | 16.77 | 9 | 90 | 35.07 | 27.81 | 19.99 | 17.04 |
|
|