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Table C.1.

First 20 and last 20 elements of the catalog of network prediction in the F–C case using the full dataset.

RA Dec Catalog Orig. class 3.6 e3.6 4.5 e4.5 5.8 e5.8 8.0 e8.0 24 e24 Targ. Pred. P(CI) P(CII) P(Oth.)
(deg) (deg) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag)
100.792999 +8.7531472 0 III/F 10.32 0.003 10.17 0.003 10.07 0.005 10.03 0.008 ... ... 6 2 0.0 5.7e−5 0.9999
100.677625 +8.7556250 0 III/F 11.62 0.003 11.60 0.004 11.55 0.016 11.56 0.035 ... ... 6 2 0.0 0.0 1.0
100.760958 +8.7566528 0 III/F 13.38 0.007 13.28 0.011 13.27 0.05 13.78 0.155 ... ... 6 2 0.0 0.0 1.0
100.757875 +8.7589389 0 III/F 12.52 0.005 12.52 0.006 12.4 0.03 12.41 0.053 ... ... 6 2 0.0 0.0 1.0
100.724500 +8.7606944 0 III/F 13.71 0.009 13.66 0.013 13.6 0.069 13.67 0.148 ... ... 6 2 0.0 0.0 1.0
100.728917 +8.7609722 0 III/F 13.23 0.007 13.17 0.008 12.99 0.042 13.16 0.081 ... ... 6 2 0.0 0.0 1.0
100.744958 +8.7630750 0 III/F 11.28 0.003 11.37 0.004 11.32 0.011 11.22 0.027 ... ... 6 2 0.0 0.0 1.0
100.667167 +8.7653722 0 III/F 13.5 0.015 13.36 0.029 13.39 0.075 13.43 0.11 ... ... 6 2 2.0e−6 1.4e−4 0.9998
100.670250 +8.7691222 0 III/F 8.64 0.002 8.54 0.002 8.4 0.002 8.36 0.002 8.29 0.043 6 2 0.0 5.9e−4 0.9994
100.792083 +8.7692694 0 III/F 13.39 0.007 13.40 0.010 13.41 0.052 13.01 0.09 ... ... 6 2 0.0 4.6e−5 0.9999
100.769292 +8.7704556 0 III/F 12.93 0.006 12.87 0.008 12.89 0.038 12.7 0.058 ... ... 6 2 0.0 3.0e−6 0.9999
100.757708 +8.7710500 0 III/F 10.58 0.002 10.65 0.003 10.59 0.007 10.56 0.012 ... ... 6 2 0.0 0.0 1.0
100.811250 +8.7714556 0 III/F 7.75 0.002 7.83 0.002 7.63 0.002 7.63 0.002 ... ... 6 2 0.0 8.2e−3 0.9917
100.768208 +8.7728194 0 III/F 13.83 0.009 13.80 0.014 13.99 0.088 13.56 0.117 ... ... 6 2 0.0 0.0 1.0
100.773667 +8.7744222 0 III/F 11.68 0.004 11.87 0.004 11.61 0.012 11.61 0.032 ... ... 6 2 0.0 0.0 1.0
100.672208 +8.7765889 0 III/F 13.37 0.007 13.31 0.010 13.32 0.055 13.21 0.089 ... ... 6 2 0.0 1.0e−6 0.9999
100.768375 +8.7775694 0 III/F 12.49 0.005 12.52 0.006 12.44 0.026 12.41 0.053 ... ... 6 2 0.0 0.0 1.0
100.697292 +8.7783972 0 III/F 10.78 0.003 10.79 0.003 10.74 0.007 10.57 0.014 ... ... 6 2 0.0 3.0e−6 0.9999
100.684208 +8.7784639 0 III/F 12.87 0.005 12.85 0.007 12.81 0.033 12.74 0.065 ... ... 6 2 0.0 0.0 1.0
100.792542 +8.7796389 0 AGN 16.18 0.047 5.12 0.035 14.37 0.141 13.00 0.079 ... ... 3 2 4.9e−5 2.0e−6 0.9999
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
86.8015397 −0.7217830 1 Other 13.79 0.011 13.73 0.017 13.66 0.106 13.54 0.153 ... ... 6 2 0.0 1.0e−6 0.9999
86.7227924 −0.7204420 1 Other 11.88 0.005 11.85 0.006 11.87 0.026 11.73 0.036 ... ... 6 2 0.0 0.0 1.0
86.7296191 −0.7189594 1 Other 14.54 0.019 14.14 0.026 13.84 0.147 10.98 0.022 8.44 0.110 2 2 0.0 0.0 1.0
86.6185832 −0.7163786 1 Other 9.60 0.002 9.60 0.003 9.57 0.006 9.53 0.007 ... ... 6 2 0.0 2.1e−5 0.9999
86.8822281 −0.7111607 1 Other 13.16 0.009 13.13 0.012 13.02 0.056 13.00 0.110 ... ... 6 2 0.0 2.0e−6 0.9999
86.8187251 −0.7086041 1 Other 13.40 0.010 13.32 0.011 13.24 0.072 13.34 0.123 ... ... 6 2 0.0 0.0 1.0
86.8938200 −0.7075397 1 Other 11.36 0.004 11.38 0.005 11.27 0.017 11.29 0.027 ... ... 6 2 0.0 0.0 1.0
86.7451751 −0.7074037 1 Other 11.61 0.004 11.54 0.004 11.51 0.024 11.53 0.024 ... ... 6 2 0.0 0.0 1.0
86.6627309 −0.7060398 1 Other 12.99 0.008 12.93 0.008 12.86 0.056 12.95 0.064 ... ... 6 2 0.0 0.0 1.0
86.6652294 −0.7036116 1 Other 11.52 0.004 11.47 0.004 10.59 0.013 11.45 0.022 ... ... 5 2 0.0 0.0 1.0
86.6478710 −0.7028939 1 Other 11.40 0.004 11.44 0.005 11.35 0.018 11.28 0.027 ... ... 6 2 0.0 0.0 1.0
86.6734974 −0.7025317 1 Other 12.68 0.006 12.64 0.009 12.60 0.045 12.48 0.064 ... ... 6 2 0.0 1.0e−6 0.9999
86.6593266 −0.6985667 1 Other 13.54 0.010 13.50 0.015 13.55 0.095 13.36 0.147 ... ... 6 2 0.0 0.0 1.0
86.8586910 −0.6948155 1 Other 12.77 0.007 12.75 0.010 12.63 0.043 12.72 0.077 ... ... 6 2 0.0 0.0 1.0
86.6522543 −0.6913875 1 Other 8.95 0.007 8.95 0.002 8.87 0.004 8.83 0.004 8.94 0.168 6 2 1.0e−6 3.1e−3 0.9969
86.7718531 −0.6903623 1 Other 13.83 0.014 13.78 0.020 13.63 0.104 13.65 0.184 ... ... 6 2 0.0 1.0e−6 0.9999
86.8164438 −0.6901289 1 Other 13.39 0.010 13.29 0.011 13.12 0.066 13.08 0.084 ... ... 6 2 1.0e−6 2.5e−5 0.9999
86.7218342 −0.6863691 1 Other 14.15 0.015 13.90 0.022 13.08 0.076 10.32 0.014 8.32 0.095 2 2 0.0 0.0 1.0
86.6604287 −0.6855791 1 Other 10.51 0.003 10.46 0.002 10.40 0.009 10.42 0.010 ... ... 6 2 0.0 0.0 1.0
86.8976492 −0.6839529 1 Other 8.97 0.006 8.97 0.002 8.85 0.004 8.81 0.004 8.82 0.152 6 2 1.0e−6 3.0e−3 0.9970

Notes. The full catalog is publicly available at the CDS. The columns are: (1) and (2) the source coordinates (J2000); (3) the original catalog (0: Megeath et al. 2012, 1: Rapson et al. 2014); (4) the original classification; (5)−(14) IRAC and MIPS magnitudes and corresponding uncertainties; (15) the target classification obtained with our simplified G09 scheme (0: CI YSOs, 1: CII YSOs, 2: Galaxies, 3: AGNs, 4: Shocks, 5: PAHs, 6: Stars); (16) the classification predicted by the ANN in the F–C case (0: CI YSOs, 1: CII YSOs, 2: contaminants); (17)−(19) the corresponding membership probabilities.

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