Advances, Systems and Applications
Table 3 Experimental results of lag time characteristics
From: Traffic prediction for diverse edge IoT data using graph network
| Â | D1 | D2 | D3 | D4 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Lag | MAE | MSE | RMSE | R2 | MAE | MSE | RMSE | R2 | MAE | MSE | RMSE | R2 | MAE | MSE | RMSE | R2 |
Scheme A | 3.34 | 23.4 | 4.84 | 0.738 | 3.34 | 21.0 | 4.58 | 0.792 | 34.8 | 2332 | 48.3 | 0.577 | 3.02 | 23.1 | 4.81 | 0.492 |
Scheme B | 3.31 | 23.7 | 4.86 | 0.735 | 3.36 | 21.2 | 4.61 | 0.79 | 23.3 | 964 | 31.1 | 0.825 | 3.02 | 22.1 | 4.7 | 0.514 |
Scheme C | 3.46 | 25.9 | 5.09 | 0.71 | 3.27 | 20.3 | 4.51 | 0.799 | 31.3 | 1869 | 43.2 | 0.661 | 2.98 | 22.0 | 4.69 | 0.516 |
Scheme D | 3.52 | 25.4 | 5.04 | 0.715 | 3.27 | 20.4 | 4.52 | 0.797 | 34.8 | 2454 | 49.5 | 0.554 | 3.03 | 22.8 | 4.77 | 0.499 |