| Vanilla LSTM模型 | 预测值 | 真实值 | 相对误差 |
| 2020 | 26068.69 | 25,003 | 4.26% |
| 2021 | 28402.13 | 27894.02 | 1.82% |
| 2022 | 31082.297 |
|
|
| Stacked LSTM模型 | 预测值 | 真实值 | 相对误差 |
| 2020 | 27010.244 | 25,003 | 8.03% |
| 2021 | 27994.934 | 27894.02 | 0.36% |
| 2022 | 31746.205 |
|
|
| Bidirectional LSTM模型 | 预测值 | 真实值 | 相对误差 |
| 2020 | 26729.777 | 25,003 | 6.91% |
| 2021 | 27814.611 | 27894.02 | −0.28% |
| 2022 | 30804.012 |
|
|
| CNN-LSTM模型 | 预测值 | 真实值 | 相对误差 |
| 2020 | 26304.81 | 25,003 | 5.21% |
| 2021 | 28029.484 | 27894.02 | 0.49% |
| 2022 | 31772.566 |
|
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