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Table 3.
MDN performance evaluation exclusively for sources with MDN branch weightmax > 0.8, without any clipping for the average and rms.
| IGMM | Photometry | ⟨Δz⟩ | rms(Δz) | 3σ outliers | ⟨Δz⟩, | rms(Δz), | 3σ outliers, | rms(Δz), | rms(Δz), |
|---|---|---|---|---|---|---|---|---|---|
| implementation | (all) | (all) | (all) | range1 (a) | range1 (a) | range1 (a) | range2 (b) | range3 (c) | |
| Fully unsup. | griz, W1, W2 | 0.0032 | 0.1165 | 1.00% | 0.0007 | 0.0177 | 0.60% | 0.0350 | 0.0360 |
| Spec. class | griz, W1, W2 | 0.0031 | 0.1244 | 0.93% | 0.0006 | 0.0167 | 0.83% | 0.0405 | 0.0391 |
| Redshift (zs) | griz, W1, W2 | 0.0035 | 0.1076 | 0.79% | −0.0009 | 0.0174 | 0.52% | 0.0299 | 0.0331 |
| Spec. class, zs | griz, W1, W2 | −0.0048 | 0.1170 | 1.02% | 0.0036 | 0.0036 | 1.02% | 0.0337 | 0.0314 |
| Spec. class | ugriz, W1, W2 | 0.0043 | 0.0934 | 0.66% | 0.0007 | 0.0160 | 0.92% | 0.0334 | 0.0341 |
Notes.
The IGMM implementation abbreviations are the same as for Table 2.
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