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Table 1.
Statistical properties of the predictions.
| CNN model | Out. fr. | μδz | NMAD |
|---|---|---|---|
| Low-redshift galaxies (z ≤ 0.8) | |||
| GaZNet-C9 | 0.007 | 0.0 | 0.016 |
| GaZNet-1 | 0.004 | 0.0 | 0.014 |
| MLPQNA | 0.01 | 0.006 | 0.022 |
| High-redshift galaxies (0.8 < z < 3) | |||
| GaZNet-C9 | 0.234 | −0.067 | 0.073 |
| GaZNet-1 | 0.127 | −0.028 | 0.041 |
| MLPQNA | 0.216 | −0.022 | 0.087 |
Notes. Outlier fraction, mean bias, and NMAD (see Sect. 3.2.1) from different tools on lower (z < 0.8) and higher (z > 0.8) redshift galaxies.
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