Open Access
Table 5.
Source classification performance on the test set.
| Subset | metric | S22 | STAREX-noGaia |
|---|---|---|---|
| Point sources | Recall exgal | 100.00% | 99.10% |
| Purity exgal | 69.00% | 95.64% | |
| Recall gal | 67.67% | 96.75% | |
| Purity gal | 100.00% | 99.34% | |
| All sources | Recall exgal | 99.97% | 99.13% |
| Purity exgal | 71.84% | 95.37% | |
| Recall gal | 67.03% | 97.34% | |
| Purity gal | 99.96% | 99.24% | |
| w. Gaia info. | Metric | S22 | STAREX-Gaia |
| Point sources | Recall exgal | 99.96% | 99.16% |
| Purity exgal | 75.10% | 93.31% | |
| Recall gal | 66.55% | 92.82% | |
| Purity gal | 99.94% | 99.09% | |
| All sources | Recall exgal | 99.72% | 96.60% |
| Purity exgal | 77.91% | 91.39% | |
| Recall gal | 63.31% | 93.31% | |
| Purity gal | 99.44% | 95.24% | |
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