Table 2. Prediction accuracy of each single model.
| Model | Evaluation | ||
|---|---|---|---|
| MAPE | RMSE | R2 | |
| BP | 11.96% | 177,122.33 | 0.68 |
| RF | 7.28% | 126,833.42 | 0.69 |
| CNN | 4.17% | 88,560.33 | 0.77 |
| LSTM | 4.59% | 71,912.79 | 0.82 |
| BiLSTM | 4.95% | 71,827.08 | 0.86 |
| Model | Evaluation | ||
|---|---|---|---|
| MAPE | RMSE | R2 | |
| BP | 11.96% | 177,122.33 | 0.68 |
| RF | 7.28% | 126,833.42 | 0.69 |
| CNN | 4.17% | 88,560.33 | 0.77 |
| LSTM | 4.59% | 71,912.79 | 0.82 |
| BiLSTM | 4.95% | 71,827.08 | 0.86 |