Table 3. Prediction accuracy of each combined model.
| Model | Evaluation | ||
|---|---|---|---|
| MAPE | RMSE | R2 | |
| Attention-BiLSTM | 4.20% | 65,760.45 | 0.90 |
| PSO-Attention-BiLSTM | 2.53% | 41,293.93 | 0.95 |
| APSO-Attention-BiLSTM | 0.90% | 13,563.87 | 0.99 |
| Model | Evaluation | ||
|---|---|---|---|
| MAPE | RMSE | R2 | |
| Attention-BiLSTM | 4.20% | 65,760.45 | 0.90 |
| PSO-Attention-BiLSTM | 2.53% | 41,293.93 | 0.95 |
| APSO-Attention-BiLSTM | 0.90% | 13,563.87 | 0.99 |