| 类别 | 出口额 | 进口额 | ||||||
| ARIMA权重 | LSTM 权重 | Prophet权重 | PLA相对误差率 | ARIMA权重 | LSTM 权重 | Prophet权重 | PLA相对误差率 | |
| 第一类 | 0 | 0.07 | 0.93 | 4.69% | 0 | 0.07 | 0.93 | 4.69% |
| 第二类 | 0.24 | 0 | 0.76 | 9.21% | 0.24 | 0 | 0.76 | 9.21% |
| 第三类 | 0.1 | 0 | 0.9 | 14.16% | 0.1 | 0 | 0.9 | 14.16% |
| 第四类 | 0.13 | 0 | 0.87 | 6.95% | 0.13 | 0 | 0.87 | 6.95% |
| 第五类 | 0.4 | 0 | 0.6 | 9.84% | 0.4 | 0 | 0.6 | 9.84% |
| 第六类 | 0.55 | 0 | 0.45 | 4.52% | 0.55 | 0 | 0.45 | 4.52% |
| 第七类 | 0.16 | 0.04 | 0.8 | 2.55% | 0.16 | 0.04 | 0.8 | 2.55% |
| 第八类 | 0.77 | 0.21 | 0.02 | 4.96% | 0.77 | 0.21 | 0.02 | 4.96% |
| 第九类 | 0.12 | 0 | 0.88 | 7.45% | 0.12 | 0 | 0.88 | 7.45% |
| 第十类 | 0.37 | 0 | 0.63 | 8.02% | 0.37 | 0 | 0.63 | 8.02% |
| 第十一类 | 0 | 0.06 | 0.94 | 6.24% | 0 | 0.06 | 0.94 | 6.24% |
| 第十二类 | 0 | 0.1 | 0.9 | 9.13% | 0 | 0.1 | 0.9 | 9.13% |
| 第十三类 | 0.1 | 0 | 0.9 | 3.92% | 0.1 | 0 | 0.9 | 3.92% |
| 第十四类 | 0 | 0 | 1 | 23.65% | 0 | 0 | 1 | 23.65% |
| 第十五类 | 0 | 0 | 1 | 5.20% | 0 | 0 | 1 | 5.20% |
| 第十六类 | 0.23 | 0 | 0.77 | 3.63% | 0.23 | 0 | 0.77 | 3.63% |
| 第十七类 | 0 | 0.24 | 0.76 | 12.49% | 0 | 0.24 | 0.76 | 12.49% |
| 第十八类 | 0.21 | 0.09 | 0.7 | 7.89% | 0.21 | 0.09 | 0.7 | 7.89% |
| 第十九类 | 1 | 0 | 0 | 46.30% | 1 | 0 | 0 | 124.30% |
| 第二十类 | 0 | 0.07 | 0.93 | 5.13% | 0 | 0.07 | 0.93 | 5.13% |
| 第二十一类 | 0 | 0.3 | 0.7 | 30.94% | 0 | 0.3 | 0.7 | 30.94% |
| 第二十二类 | 0.8 | 0 | 0.2 | 28.03% | 0.8 | 0 | 0.2 | 28.03% |
| 平均 | / | / | / | 10.69% | / | / | / | 15.13% |