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Comparison of the models with different feature settings
| Algorithm | Model_P | Model_O | model_OP | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MAE (mins) | MdAE (mins) | MAPE (%) | R2 | MAE (mins) | MdAE (mins) | MAPE (%) | R2 | MAE (mins) | MdAE (mins) | MAPE (%) | R2 | |
| LR | 44 | 26 | 0.80 | 0.00 | 44 | 26 | 0.76 | 0.01 | 43 | 25 | 0.76 | 0.06 |
| PR | 44 | 25 | 0.78 | 0.01 | 40 | 21 | 0.64 | 0.07 | 37 | 19 | 0.58 | 0.20 |
| RF | 45 | 25 | 0.78 | 0.02 | 24 | 12 | 0.37 | 0.62 | 24 | 12 | 0.37 | 0.63 |
| XGBoost | 44 | 25 | 0.78 | 0.01 | 20 | 12 | 0.33 | 0.81 | 20 | 11 | 0.32 | 0.82 |
| NNr | 46 | 30 | 1.00 | 0.02 | 23 | 14 | 0.39 | 0.76 | 22 | 13 | 0.39 | 0.74 |
