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Table 8

Results of the optical + NIR classifier for galaxies, AGNs, and stars with redshifts measurements on a confirmation level equal to 95% (VIPERSZflag = 2).


SVM/true Galaxy AGN Star Galaxy AGN Star Galaxy AGN Star Galaxy AGN Star

Number of sources 8 33 10 945 75 27 5757 80 145 6226 48 159

Galaxy 84.15 6.25 30.00 94.18 12.00 22.22 92.81 20.25 29.65 58.62 4.17 17.61
AGN 9.75 93.75 40.00 3.49 88.00 29.63 4.41 77.22 11.03 20.56 93.75 18.87
Star 6.10 0.00 30.00 2.33 0.00 48.15 2.78 2.53 59.32 20.82 2.08 63.52

Notes. Objects are not related to the training sample. Values marked in bold correspond to the correctly classified objects (galaxies, AGNs, and stars) in i′-based apparent magnitude bins. The ratio of the classified objects is given in percentage.

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