Table 2.
Method | RMSE | MAPE | MAE | ||
---|---|---|---|---|---|
(min) | (%) | (min) | (%) | ||
XGBoost | 37.2 | 31 | 21.05 | 0.72 | 25 |
Random Forest | 36.0 | 29 | 20.49 | 0.76 | 26 |
ANN | 47.6 | 45 | 20.14 | 0.64 | 26 |
1-d CNN | 48.6 | 47 | 27.57 | 0.63 | 19 |
Method | RMSE | MAPE | MAE | ||
---|---|---|---|---|---|
(min) | (%) | (min) | (%) | ||
XGBoost | 37.2 | 31 | 21.05 | 0.72 | 25 |
Random Forest | 36.0 | 29 | 20.49 | 0.76 | 26 |
ANN | 47.6 | 45 | 20.14 | 0.64 | 26 |
1-d CNN | 48.6 | 47 | 27.57 | 0.63 | 19 |