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Table 2.
Performance of the neural network using the three different data subsets.
| Measure | Set 0 | Set 1 | Set 2 |
|---|---|---|---|
| Validation error | 0.0013 | 0.0013 | 0.0020 |
| Set size | 20736 | 20000 | 8631 |
 |
62.73 | 66.7 | 51.0 |
 |
33.3 | 34.3 | 33.3 |
Notes. χ2 values are obtained by substituting the inferred model parameters in the forward model, and comparing the obtained spectra with the observed ones.
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