时间 | 真实值 | SARIMA模型 | LSTM模型 | SVR模型 | |||
预测值 | 误差 | 预测值 | 误差 | 预测值 | 误差 | ||
2023-3-22 | 32258.385 | 31833.436 | −424.948 | 32111.883 | −105.035 | 30158.913 | −2099.472 |
2023-3-23 | 32119.902 | 32197.503 | 77.601 | 32589.463 | 464.778 | 30129.364 | −1990.538 |
2023-3-24 | 32801.516 | 32120.169 | −681.347 | 32274.021 | −523.786 | 30327.631 | −2473.885 |
2023-3-25 | 32746.971 | 33041.252 | 294.281 | 33176.867 | 359.064 | 30442.507 | −2304.464 |
2023-3-26 | 32217.604 | 32703.437 | 485.833 | 32864.040 | 573.286 | 30380.413 | −1837.191 |
2023-3-27 | 31969.388 | 32178.065 | 208.677 | 32268.588 | 292.755 | 30291.142 | −1678.246 |
2023-3-28 | 31718.473 | 31715.898 | −2.575 | 3216.275 | 456.209 | 30511.235 | −1207.238 |
2023-3-29 | 31172.849 | 31772.034 | 599.185 | 31946.121 | 773.272 | 30447.653 | −725.196 |
2023-3-30 | 31275.943 | 30682.072 | −593.871 | 31910.61 | 117.043 | 30377.565 | −898.378 |
2023-3-31 | 30284.347 | 31334.436 | 1050.089 | 31581.252 | 1342.989 | 31001.128 | 716.781 |
平均误差 |
|
| 101.292 |
| 375.0575 |
| −1449.783 |