Open Access
Table 4.
Metrics for the unperturbed simulation.
| CSMR | CCR | DLNN | nnpz | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NMAD | fout | bias | NMAD | fout | bias | NMAD | fout | bias | NMAD | fout | bias | |
| z | 0.005 | 0.1% | < 10−3 | 0.002 | 0.0% | < 10−3 | 0.017 | 1.4% | 0.002 | 0.001 | 0.1% | < 10−3 |
| M⋆ | 0.032 | 0.1% | < 10−3 | 0.022 | 0.1% | < 10−3 | 0.083 | 1.5% | < 10−3 | 0.019 | 0.1% | < 10−3 |
| SFR | 0.178 | 0.2% | 0.005 | 0.168 | 0.2% | < 10−3 | 0.275 | 1.5% | 0.004 | 0.132 | 0.2% | < 10−3 |
Notes. Here, the methods try to find the mapping between the true labels and the noise-free features. As such, these should be intended as the absolute lower limits for each parameter. M⋆ refers to log10(M⋆/M⊙), SFR to log10 (SFR/M⊙ yr−1).
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.