Research Article
[Retracted] Highway Traffic Flow Prediction Algorithm Based on Multiscale Transformation and Convolutional Networks
Table 1
The author’s algorithm for short-term high-speed traffic flow prediction results.
| Number of experiments | MAPE | MAE | RMSE | EC | RT (s) |
| 1 | 0.067 | 1.377 | 2.068 | 0.969 | 33.420 | 2 | 0.070 | 1.251 | 2.067 | 0.970 | 32.547 | 3 | 0.072 | 1.413 | 2.028 | 0.970 | 32.54 | 4 | 0.035 | 1.016 | 1.765 | 0.971 | 32.700 | 5 | 0.061 | 1.210 | 1.900 | 0.970 | 30.087 | 6 | 0.060 | 1.167 | 1.928 | 0.970 | 28.451 | 7 | 0.050 | 1.130 | 1.805 | 0.971 | 31.006 | 8 | 0.047 | 1.162 | 1.888 | 0.970 | 32.493 | 9 | 0.079 | 1.250 | 2.077 | 0.969 | 29.087 | 10 | 0.053 | 1.230 | 1.830 | 0.971 | 31.024 | Average value | 0.059 | 1.221 | 1.936 | 0.970 | 31.236 |
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