研究文章
汇率预测基于深度学习和NSGA-II模型
|
| 数据集 |
均方误差 |
美 |
RMSE |
|
| 1美元 |
0.0026098 |
0.0399 |
0.051087 |
| 2 gbpusd |
0.0011528 |
0.0272 |
0.033954 |
| 3稍许 |
0.0003145 |
0.0143 |
0.017735 |
| 4 eurgbp |
0.0015129 |
0.0307 |
0.038896 |
| 5 usdcad |
0.0022363 |
0.0332 |
0.04729 |
| 6 eurcad |
0.0005757 |
0.0189 |
0.023995 |
| 7 gbpcad |
0.0007986 |
0.0215 |
0.028259 |
| 8 audcad |
0.00068021 |
0.0198 |
0.02608 |
| 9 euraud |
0.00024962 |
0.0114 |
0.015799 |
| 10 gbpaud |
0.00062255 |
0.0191 |
0.024951 |
| 11美元对日元汇率 |
0.00465398 |
0.0567 |
0.06822 |
| 12 eurjpy |
0.00034466 |
0.0142 |
0.018565 |
| 13 gbpjpy |
0.00141236 |
0.0299 |
0.037581 |
| 14 cadjpy |
0.00055366 |
0.0177 |
0.02353 |
| 15 audjpy |
0.0002919 |
0.0129 |
0.017087 |
| 16 usdchf |
0.0009669 |
0.0154 |
0.031095 |
| 17兑瑞郎eurchf |
0.0022557 |
0.0304 |
0.047494 |
| 18 gbpchf |
0.0010526 |
0.0155 |
0.032444 |
| 19 cadchf |
0.00111476 |
0.0208 |
0.033388 |
| 20 audchf |
0.0015979 |
0.0268 |
0.039974 |
| 21 chfjpy |
0.0014423 |
0.0224 |
0.037978 |
| 22 usdcny |
0.00103769 |
0.0135 |
0.032213 |
| 23 eurcny |
0.0017301 |
0.0318 |
0.041594 |
| 24 gbpcny |
0.00052641 |
0.0163 |
0.022943 |
| 25 cadcny |
0.0045405 |
0.0536 |
0.067383 |
| 26 audcny |
0.00255696 |
0.0403 |
0.050566 |
| 27 jpycny |
0.00255696 |
0.0349 |
0.042356 |
| 28 chfcny |
0.0316333 |
0.1728 |
0.177857 |
|
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