Table 7

Fraction of outliers and accuracy for LE PHARE and DNNZ computed using the extragalactic sources with secure spectroscopic redshift, split by area.

Area Sample LE PHARE DNNZ


Nspec/Ntot η σNMAD Nspec/Ntot η σNMAD
Inside KiDS PLIKE 2331/6808 17.8% 0.048 2280/6808 21.8% 0.045
EXT 1141/4598 6.7% 0.054 1139/4598 6.3% 0.032
TOTAL* 3472/11 406 14.1% 0.049 3419/11 406 16.7% 0.039

Outside KiDS PLIKE 1399/8532 28.6% 0.081 1325/8532 34.9% 0.075
EXT 488/4221 8.6% 0.040 483/4221 4.9% 0.026
TOTAL* 1887/12753 23.8% 0.068 1808/12753 27.2% 0.052

Outside HSC PLIKE 15/145 42.9% 0.164 N/A N/A N/A
EXT 3/89 0.0% 0.039 N/A N/A N/A
TOTAL 18/234 33.3% 0.122 N/A N/A N/A

Notes. In each row, the difference between the numerators in the Nspec/Ntot columns provides the number of sources with spectroscopy for which DNNZ could not provide a photo-z, mostly because the HSC photometry is saturated for these sources.

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