Open Access
Table A.1.
Names of columns or features used in the code and what they represent.
| Photometry measurements (magnitudes and fluxes) | |||||
|---|---|---|---|---|---|
| Code name | Feature | Code name | Feature | Code name | Feature |
| gmag | g (PS1) | ymag | y (PS1) | W1mproPM | W1 (CW) |
| rmag | r (PS1) | Jmag | J (2M) | W1mproPM | W2 (CW) |
| imag | i (PS1) | Hmag | H (2M) | W3mag | W3 (AW) |
| zmag | z (PS1) | Kmag | Ks (2M) | W4mag | W4 (AW) |
| Colours | |||||
| 66 colours from all combinations of non-radio magnitudes. | |||||
| A sub-sample of them is shown. | |||||
| g_r | g - r (PS1) | ... | ... | W2_W3 | W2 (CW) - W3 (AW) |
| g_i | g - i (PS1) | ... | ... | W2_W4 | W2 (CW) - W4 (AW) |
| g_z | g - z (PS1) | ... | ... | W3_W4 | W3 - W4 (AW) |
| Categorical flags | |||||
| Code name | Feature | ||||
| band_num | Number of bands | ||||
| with measurements | |||||
| Boolean flags | |||||
| Code name | Feature | Code name | Feature | ||
| class | AGN or galaxy | radio_detect | Detection in, at least, one radio band. | ||
| Redshift | |||||
| Code name | Feature | ||||
| Z | Spectroscopic redshift | ||||
| Outputs of base models | |||||
| Code name | Feature | Code name | Feature | Code name | Feature |
| XGBoost | XGBoost | ET | Extra Trees | GBR | Gradient Boosting |
| CatBoost | CatBoost | GBC | Gradient Boosting | Regressor | |
| RF | Random Forest | Classifier | |||
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.