Open Access
Table 6
Photo-z metrics for test set galaxies missing 1-3 bands with detections in more than three photometric bands and g- or r-band S/N > 10.
| Source type | Nonimputed fout(%)/σNMAD/bias |
Full imputed fout(%)/σNMAD/bias |
MAR/MCAR imputed fout(%)/σNMAD/bias |
|---|---|---|---|
| 1 missing band | 5.34/0.075/-0.0156 | 6.26/0.065/0.0257 | 2.52/0.064/0.0199 |
| 2 missing bands | 15.74/0.104/-0.0546 | 10.29/0.077/0.0152 | 7.78/0.077/0.0025 |
| 3 missing bands | 35.38/0.174/-0.1737 | 16.92/0.091/-0.0083 | 22.04/0.110/-0.0532 |
Notes. Results are shown for different imputation strategies and compared to the preimputation baseline. The imputation model is SAITS.
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