Open Access
Table 5
Results of the best-tuned RF estimators, MLw/z and MLwo/z, for the performance metrics presented in Sect. 5.2.2 for all target parameters.
| Predicted parameter | Unit | z input? | R2 | μpull ± σpull | σNMAD | Contamination |
|---|---|---|---|---|---|---|
| z | log | MLwo/z | 0.88 | 0.001 ± 0.086 | 1.52% | 0.00% |
| LX | erg s1(log) | MLw/z | 0.99 | −0.003 ± 0.027 | 0.64% | 0.0% |
| MLwo/z | 0.85 | −0.002 ± 0.193 | 3.83% | 0.32% | ||
| LBol | erg s1(log) | MLw/z | 0.95 | 0.006 ± 0.142 | 3.76% | 0.0% |
| MLwo/z | 0.81 | 0.004 ± 0.268 | 7.04% | 0.0% | ||
| MBH | log(M⊙) | MLw/z | 0.62 | −0.002 ± 0.563 | 18.8% | 1.70% |
| MLwo/z | 0.48 | 0.001 ± 0.647 | 22.6% | 7.53% | ||
| λEdd | log | MLw/z | 0.35 | 0.008 ± 0.544 | 18.7% | 11.13% |
| MLwo/z | 0.35 | 0.017 ± 0.530 | 21.9% | 21.56% | ||
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