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Table A.2
Overall classification statistics (in %) for various combinations of extinction bins and flux limits for the cross-test case (classified objects were different from those in the training sample).
| CROSS-TEST | ||||||
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| Magnitude limit | W1 < 14 mag | |||||
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| Extinction [MJy/sr] | ⟨ 0;1) | ⟨ 1;2) | ||||
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| Completeness | Purity | Contamination | Completeness | Purity | Contamination | |
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| Galaxy | 94.7 | 91.7 | 8.3 | 94.7 | 89.9 | 10.1 |
| Stars | 94.3 | 97.6 | 2.4 | 93.3 | 97.5 | 2.5 |
| QSO | 97.0 | 96.9 | 3.1 | 95.9 | 96.9 | 3.1 |
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| Extinction [MJy/sr] | ⟨ 2;3) | ⟨ 3;10) | ||||
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| Completeness | Purity | Contamination | Completeness | Purity | Contamination | |
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| Galaxy | 94.2 | 90.7 | 9.3 | 93.8 | 91.3 | 8.7 |
| Stars | 94.2 | 96.6 | 3.4 | 94.5 | 96.6 | 3.4 |
| QSO | 95.4 | 96.8 | 3.2 | 96.5 | 97.0 | 3.0 |
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| Magnitude limit | W1 < 15 mag | |||||
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| Extinction [MJy/sr] | ⟨ 0;1) | ⟨ 1;2) | ||||
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| Completeness | Purity | Contamination | Completeness | Purity | Contamination | |
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| Galaxy | 92.9 | 88.6 | 11.4 | 91.8 | 87.5 | 12.5 |
| Stars | 91.2 | 94.5 | 5.5 | 90.2 | 93.5 | 6.5 |
| QSO | 96.6 | 98.0 | 2.0 | 96.4 | 97.8 | 2.2 |
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| Extinction [MJy/sr] | ⟨ 2;3) | ⟨ 3;10) | ||||
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| Completeness | Purity | Contamination | Completeness | Purity | Contamination | |
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| Galaxy | 91.8 | 87.5 | 12.5 | 92.2 | 87.9 | 12.1 |
| Stars | 90.5 | 93.4 | 6.6 | 92.0 | 94.2 | 5.8 |
| QSO | 96.0 | 97.8 | 2.2 | 95.2 | 97.7 | 2.3 |
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| Magnitude limit | W1 < 16 mag | |||||
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| Extinction [MJy/sr] | ⟨ 0;1) | ⟨ 1;2) | ||||
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| Completeness | Purity | Contamination | Completeness | Purity | Contamination | |
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| Galaxy | 85.5 | 81.7 | 18.3 | 84.5 | 77.6 | 22.4 |
| Stars | 84.0 | 86.4 | 13.6 | 80.3 | 85.0 | 15.0 |
| QSO | 96.1 | 98 | 2.0 | 94.3 | 97.7 | 2.3 |
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| Extinction [MJy/sr] | ⟨ 2;3) | ⟨ 3;10) | ||||
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| Completeness | Purity | Contamination | Completeness | Purity | Contamination | |
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| Galaxy | 84.9 | 77.3 | 22.7 | 86.0 | 77.4 | 22.6 |
| Stars | 80.5 | 85.3 | 14.7 | 81.5 | 87.1 | 12.9 |
| QSO | 93.6 | 97.7 | 2.3 | 92.9 | 97.5 | 2.5 |
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