Advances, Systems and Applications
From: Traffic prediction for diverse edge IoT data using graph network
 | D1 | D2 | D3 | D4 | ||||||||||||
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Dim | MAE | MSE | RMSE | R2 | MAE | MSE | RMSE | R2 | MAE | MSE | RMSE | R2 | MAE | MSE | RMSE | R2 |
10 | 3.74 | 32.4 | 5.70 | 0.637 | 3.33 | 20.8 | 4.56 | 0.793 | 28.5 | 1528 | 39.1 | 0.723 | 2.89 | 21.3 | 4.61 | 0.532 |
20 | 3.30 | 26.4 | 5.14 | 0.704 | 3.27 | 20.3 | 4.51 | 0.798 | 27.1 | 1381 | 37.2 | 0.749 | 2.93 | 21.3 | 4.62 | 0.531 |
30 | 3.29 | 24.4 | 4.94 | 0.727 | 3.31 | 20.4 | 4.52 | 0.797 | 24.0 | 1085 | 32.9 | 0.803 | 2.95 | 23.0 | 4.8 | 0.493 |
40 | 3.47 | 25.9 | 5.09 | 0.71 | 3.30 | 20.3 | 4.51 | 0.798 | 29.2 | 1636 | 40.5 | 0.703 | 2.98 | 24 | 4.90 | 0.472 |
50 | 3.38 | 24.4 | 4.94 | 0.727 | 3.24 | 20.0 | 4.47 | 0.802 | 21.3 | 823 | 28.7 | 0.851 | Â | Â | Â | Â |