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Table 10.
Comparison of classes predicted for unassociated sources in the 3FGL catalog using three-class classification with associations in the 4FGL-DR2 catalog.
| 4FGL-DR2 class | 3FGL prediction |
Recall | Recall | Recall | |||
|---|---|---|---|---|---|---|---|
| AGN | PSR | OTHER | MIXED | (4FGL assoc) | (all agree) | (∑apa > 7) | |
| AGN | 238 | 2 | 1 | 17 | 0.92 | 0.97 | 0.91 |
| PSR | 12 | 17 | 0 | 16 | 0.38 | 0.58 | 0.28 |
| OTHER | 6 | 5 | 8 | 18 | 0.22 | 0.29 | – |
| Precision(4FGL assoc) | 0.93 | 0.71 | 0.89 | ||||
| Precision(all agree) | 0.99 | 0.89 | 0.75 | ||||
| Precision(∑apa > 7) | 0.99 | 0.98 | – | ||||
Notes. For the definition of precision and recall labels, see Table 4.
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