Table 5.
Accuracy scores (as defined in Sect. 3.3) for the three galaxy properties (Σ⋆, Z⋆, and t⋆) using four Euclid bands and a DNN for the galaxy TNG 539333 O2 projection and TNG 294869 O1 projection as an example of edge-on cases.
| Galaxy | Pixel count | Target | R2 | RMSE | NMAD | ⟨ΔY⟩ | ρ |
|---|---|---|---|---|---|---|---|
| Σ⋆/(M⊙ pc−2) | 0.971 | 0.098 | 0.0852 | −0.0489 | 0.994 | ||
| TNG 539333 | 30 171 | Z⋆ | 0.665 | 0.081 | 0.0673 | 0.0394 | 0.893 |
| t⋆/Gyr | −1.522 | 0.097 | 0.0878 | −0.0155 | −0.345 | ||
| Σ⋆/(M⊙ pc−2) | 0.963 | 0.093 | 0.0991 | 0.0298 | 0.983 | ||
| TNG 294869 | 38 116 | Z⋆ | 0.175 | 0.089 | 0.1041 | 0.0664 | 0.769 |
| t⋆/Gyr | −0.918 | 0.130 | 0.1479 | 0.0778 | 0.015 | ||
Notes. Left to right: Galaxy; number of pixels; target; coefficient of determination (R2); root-mean-square error (RMSE); normalised median absolute deviation (NMAD); and bias (⟨ΔY⟩, where Y represents the target galaxy property); Pearson ρ coefficient.
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.