Open Access
Table 7.
Accuracies for the central NN input spaces of the project.
| Input space | Accuracy |
|---|---|
| Reference NN | 68.90 ± 0.72% |
| Test reference NN | 69.72 ± 0.36% |
| Fibre BCE | 88.68 ± 0.31% |
| Test fibre BCE | 89.60 ± 0.24% |
| Fibre E – inputs | 91.48 ± 0.31% |
| Test fibre E –inputs | 91.20 ± 0.35% |
| SkyErr | 83.30 ± 0.38% |
| Test skyErr | 79.56 ± 0.10% |
| SkyErr min-max as if with dark variance | 92.10 ± 0.28% |
| Test skyErr min-max as if with dark variance | 90.92 ± 0.20% |
| SkyErr pre-normalized in logarithmic scale | 92.64 ± 0.15% |
| Test skyErr pre-normalized logarithmic scale | 92.36 ± 0.21% |
Notes. The table also gives the mean accuracy over the test set, calculated using the weights at the peak validation in each fold.
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