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Table 7.
Same as Table 6 for colour and HLR input attributes.
| Consolidation method | Class | F1 | ACC | P | R | F | AUC | Nsources |
|---|---|---|---|---|---|---|---|---|
| STAR | 98.9 | 99.62 | 99.5 | 98.31 | 0.1 | 0.991 | 7359 | |
| Optimal | GAL | 98.9 | 98.39 | 98.71 | 99.1 | 3.61 | 0.983 | 32 051 |
| QSO | 93.13 | 98.77 | 95.12 | 91.22 | 0.47 | 0.925 | 3811 | |
| STAR | 98.83 | 99.6 | 99.54 | 98.13 | 0.09 | 0.990 | 7343 | |
| Alternative | GAL | 98.9 | 98.39 | 98.71 | 99.1 | 3.61 | 0.983 | 32 051 |
| QSO | 92.7 | 98.7 | 95.49 | 90.06 | 0.43 | 0.920 | 3748 | |
| Highest- | STAR | 98.94 | 99.64 | 99.5 | 98.39 | 0.1 | 0.991 | 7365 |
| probability | GAL | 98.92 | 98.41 | 98.7 | 99.14 | 3.64 | 0.983 | 32 067 |
| QSO | 93.01 | 98.74 | 94.87 | 91.22 | 0.5 | 0.927 | 3821 | |
Notes. The “optimal”, “alternative”, and “highest-probability” consolidation methods give 127, 206 and 95 post-consolidation outliers respectively.
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