Research Article
Data-Driven Machine-Learning Model in District Heating System for Heat Load Prediction: A Comparison Study
Table 3
Performance results for one week.
| Algorithm | Training | Testing | MAE (%) | MAPE (%) | Correlation coefficient | MAE (%) | MAPE (%) | Correlation coefficient |
| SVR | 64.91 | 3.11 | 0.90 | 70.32 | 3.43 | 0.91 | PLS | 265.24 | 12.73 | 0.81 | 238.68 | 10.42 | 0.79 | RF | 173.82 | 19.77 | 0.83 | 159.32 | 18.61 | 0.84 |
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