Open Access
Table 8.
Same as Table 4, but for the random forest classification applied to the reference sample of 2SXPS.
| Truth → | AGN | Star | XRB | CV | Total cl. |
|---|---|---|---|---|---|
| →AGN | 5889 | 7 | 20 | 39 | 5955 |
| →Star | 6 | 1404 | 1 | 3 | 1414 |
| →XRB | 9 | 5 | 83 | 5 | 102 |
| →CV | 7 | 1 | 1 | 68 | 77 |
| Total | 5911 | 1417 | 105 | 115 | Average |
| recall (%) | 99.6 | 99.1 | 79.0 | 59.1 | 84.2 |
| precision (%) | 96.8 | 99.2 | 95.2 | 87.9 | 95.2 |
| f1 score | .982 | .991 | .863 | .707 | .886 |
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