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Table 4
Errors resulting from the application of the neural networks Net0, Net1 and Net2 to validation catalogs formed by spectra with three different levels of S/N.
| Net | N_app | RMS_error | AV_error | Int_error | S/N average and range in validation catalog |
|
|
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| Net0 | 136 | 258.3 | 196.8 | 120.3 | S/N avg = 12, between 6 and 19 |
| Net0 | 136 | 187.7 | 139.2 | 67.5 | S/N avg = 36, between 20 and 57 |
| Net0 | 136 | 175.9 | 131.4 | 65.1 | S/N avg = 50, between 42 and 111 |
| Net1 | 136 | 316.2 | 239.9 | 121.3 | S/N avg = 12, between 6 and 19 |
| Net1 | 136 | 222.9 | 173.5 | 54.0 | S/N avg = 36, between 20 and 57 |
| Net1 | 136 | 209.1 | 159.0 | 51.6 | S/N avg = 50, between 42 and 111 |
| Net2 | 136 | 274.4 | 209.3 | 144.5 | S/N avg = 12, between 6 and 19 |
| Net2 | 136 | 198.6 | 147.5 | 76.1 | S/N avg = 36, between 20 and 57 |
| Net2 | 136 | 184.4 | 134.6 | 72.1 | S/N avg = 50, between 42 and 111 |
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