Table 5.
Class predictions following the implementation of the new diagnostic on the LINER galaxy sample.
| RF predicted class | Percentage (%) | Galaxies |
|---|---|---|
| SF-LINER | 0.6 | 7 |
| AGN-LINER | 12.2 | 136 |
| Passive-LINER | 79.9 | 891 |
| Inconclusive | 7.3 | 81 |
| Total | 100.0 | 1115 |
Notes. The first column denotes the predicted class as determined by the random forest. The second and third columns indicate the percentage and count of objects relative to the total population of LINERs, respectively. For the inconclusive classifications, see Sect. 5.2.
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