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Error analysis results of different models
| Model | RMSE | MAE | MAPE (%) |
|---|---|---|---|
| EGMPA-RBF-Sigmoid | 37.43 | 30.63 | 0.32 |
| BPNN | 212.34 | 187.13 | 1.93 |
| LSTM | 519.08 | 515.24 | 5.41 |
| RNN | 433.72 | 372.34 | 3.85 |
| GRU | 553.07 | 549.36 | 5.76 |
Note: Bold values in the table represent the best values
