Research Article
The Use of a Machine Learning Method to Predict the Real-Time Link Travel Time of Open-Pit Trucks
Table 9
Comparison between the optimal ML model and the optimal averaging method.
| | Road | Type | Optimal average method
(MAPE) | Optimal ML model
(MAPE) | MAPE decrease | Average |
| | B-E | Fixed | | | 11.40% | 12.54% | | E-H | | | 17.73% | | H-J | | | 8.50% |
| | B-D | Temporary | | | 18.81% | 19.30% | | E-F | | | 18.10% | | G-H | | | 21.00% |
| | Average | | | | | 15.79% |
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