Table 7.
Prediction results of the Random Forest approach for all routes in each city
| City | Train/Test in 2019 | Train/Test in 2020 | ||
|---|---|---|---|---|
| MAPE (%) | RMSE (USD) | MAPE (%) | RMSE (USD) | |
| Atlanta | 1.570 | 0.622 | 3.970 | 2.052 |
| Boston | 5.920 | 2.077 | 1.530 | 0.760 |
Prediction results of the Random Forest approach for all routes in each city
| City | Train/Test in 2019 | Train/Test in 2020 | ||
|---|---|---|---|---|
| MAPE (%) | RMSE (USD) | MAPE (%) | RMSE (USD) | |
| Atlanta | 1.570 | 0.622 | 3.970 | 2.052 |
| Boston | 5.920 | 2.077 | 1.530 | 0.760 |