Table 4.
Validation peak mean and error for the NN input spaces using different variables that combine to make up fibre E.
| Input space | Accuracy |
|---|---|
| Fibre E – all-input-set | 91.48 ± 0.31% |
| Fibre E – without counts | 91.62 ± 0.25% |
| Fibre E – without dark variance | 91.48 ± 0.23% |
| Fibre E – without sky | 91.98 ± 0.27% |
| Fibre E – without skyErr | 60.62 ± 0.85% |
| SkyErr – only | 83.30 ± 0.38% |
| SkyErr + counts | 91.66 ± 0.34% |
| SkyErr + dark variance | 92.04 ± 0.26% |
| SkyErr + sky | 90.90 ± 0.21% |
Notes. The first row considers all inputs shown in Eq. (A.5), followed by the results of excluding one variable at a time. The next row shows the case of only skyErr, and the final three rows come from combining skyErr with every other variable.
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