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Table 2.
RMS values’ residual errors of target data with the testing results of networks from 2018 and 2019 in the test set.
| Date (yyyymmdd_hhmmss) | Active region | Transverse field |
Longitudinal field |
||
|---|---|---|---|---|---|
| MagMLP | MagRes | MagMLP | MagRes | ||
| 20180206_132552 | AR 12699 | 118 | 53 | 97 | 44 |
| 20180210_050505 | AR 12699 | 99 | 40 | 99 | 49 |
| 20180212_081503 | AR 12699 | 96 | 40 | 94 | 47 |
| 20180422_181519 | AR 12703 | 105 | 36 | 84 | 39 |
| 20180621_052804 | AR 12715 | 108 | 42 | 87 | 45 |
| 20190321_135705 | AR 12736 | 125 | 58 | 100 | 55 |
| 20190411_212122 | AR 12738 | 172 | 76 | 137 | 83 |
| 20190412_180409 | AR 12738 | 151 | 61 | 122 | 68 |
| 20190413_102645 | AR 12738 | 99 | 34 | 72 | 35 |
| 20190416_112936 | AR 12738 | 175 | 86 | 172 | 87 |
| 20190418_072036 | AR 12740 | 163 | 88 | 206 | 100 |
| 20190508_060010 | AR 12740 | 104 | 36 | 80 | 38 |
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