Table B.1.
Probabilistic classification of all the clusters from the ch3-all cubes of the galaxies used to train the RF models.
| Galaxy | Cluster | Init. label | RF label | AGN probability | SF probability | Other probability |
|---|---|---|---|---|---|---|
| (a) | (b) | (c) | (d) | (e) | (f) | (g) |
| CenA | 1 | - | 0 | 0.64 ± 0.08 | 0.14 ± 0.05 | 0.21 ± 0.06 |
| 2 | - | 0 | 0.50 ± 0.11 | 0.16 ± 0.08 | 0.34 ± 0.10 | |
| 3 | - | 1 | 0.23 ± 0.08 | 0.71 ± 0.08 | 0.06 ± 0.03 | |
| 4 | - | 1 | 0.26 ± 0.08 | 0.64 ± 0.08 | 0.10 ± 0.04 | |
| 5 | - | 0 | 0.61 ± 0.09 | 0.24 ± 0.08 | 0.15 ± 0.05 | |
| 6* | 0 | 0 | 0.79 ± 0.04 | 0.15 ± 0.04 | 0.06 ± 0.03 | |
| IC5063 | 1 | 2 | 2 | 0.29 ± 0.05 | 0.06 ± 0.03 | 0.66 ± 0.04 |
| 3 | - | 0 | 0.60 ± 0.12 | 0.06 ± 0.05 | 0.34 ± 0.11 | |
| 4 | - | 0 | 0.75 ± 0.10 | 0.09 ± 0.07 | 0.17 ± 0.07 | |
| 5* | 0 | 0 | 0.88 ± 0.04 | 0.04 ± 0.04 | 0.08 ± 0.04 | |
| 6 | 0 | 0 | 0.89 ± 0.04 | 0.02 ± 0.02 | 0.08 ± 0.03 | |
| M83 | 1 | - | 1 | 0.03 ± 0.02 | 0.96 ± 0.03 | 0.01 ± 0.01 |
| 2 | 1 | 1 | 0.01 ± 0.01 | 0.99 ± 0.02 | 0.00 ± 0.01 | |
| 3 | 1 | 1 | 0.00 ± 0.01 | 0.99 ± 0.01 | 0.00 ± 0.00 | |
| 4 | 1 | 1 | 0.01 ± 0.01 | 0.97 ± 0.02 | 0.01 ± 0.01 | |
| 5 | 1 | 1 | 0.01 ± 0.01 | 0.99 ± 0.02 | 0.01 ± 0.01 | |
| 6* | 1 | 1 | 0.03 ± 0.02 | 0.96 ± 0.03 | 0.02 ± 0.01 | |
| 7 | 1 | 1 | 0.01 ± 0.01 | 0.99 ± 0.01 | 0.00 ± 0.01 | |
| NGC1052 | 1 | 2 | 2 | 0.31 ± 0.04 | 0.08 ± 0.03 | 0.61 ± 0.01 |
| 2 | - | 0 | 0.50 ± 0.12 | 0.29 ± 0.12 | 0.20 ± 0.07 | |
| 4* | 0 | 0 | 0.83 ± 0.04 | 0.10 ± 0.04 | 0.07 ± 0.03 | |
| 5 | - | 0 | 0.51 ± 0.11 | 0.28 ± 0.10 | 0.21 ± 0.07 | |
| NGC3081 | 1 | 0 | 0 | 0.87 ± 0.04 | 0.05 ± 0.03 | 0.08 ± 0.03 |
| 2 | 0 | 0 | 0.84 ± 0.05 | 0.02 ± 0.02 | 0.14 ± 0.05 | |
| 3 | 1 | 1 | 0.05 ± 0.03 | 0.94 ± 0.03 | 0.01 ± 0.01 | |
| 4 | - | 0 | 0.55 ± 0.13 | 0.31 ± 0.13 | 0.14 ± 0.06 | |
| 5* | - | 0 | 0.75 ± 0.08 | 0.08 ± 0.05 | 0.16 ± 0.07 | |
| 6 | - | 0 | 0.59 ± 0.16 | 0.28 ± 0.18 | 0.14 ± 0.06 | |
| NGC3256N | 1* | 1 | 1 | 0.02 ± 0.02 | 0.98 ± 0.02 | 0.01 ± 0.01 |
| 2 | 1 | 1 | 0.00 ± 0.01 | 1.00 ± 0.01 | 0.00 ± 0.00 | |
| 3 | 1 | 1 | 0.07 ± 0.02 | 0.90 ± 0.02 | 0.03 ± 0.02 | |
| 4 | 1 | 1 | 0.01 ± 0.01 | 0.99 ± 0.01 | 0.00 ± 0.01 | |
| 5 | - | 1 | 0.02 ± 0.02 | 0.96 ± 0.03 | 0.02 ± 0.02 | |
| 6 | - | 1 | 0.00 ± 0.01 | 1.00 ± 0.01 | 0.00 ± 0.00 | |
| 7 | - | 1 | 0.00 ± 0.01 | 0.99 ± 0.01 | 0.00 ± 0.01 | |
| 8 | - | 1 | 0.02 ± 0.02 | 0.96 ± 0.03 | 0.02 ± 0.02 | |
| NGC4594 | 1 | - | 0 | 0.51 ± 0.11 | 0.28 ± 0.12 | 0.21 ± 0.05 |
| 2* | 0 | 0 | 0.84 ± 0.02 | 0.09 ± 0.02 | 0.06 ± 0.02 | |
| 3 | - | 0 | 0.58 ± 0.07 | 0.18 ± 0.05 | 0.24 ± 0.05 | |
| 6 | - | 0 | 0.45 ± 0.08 | 0.34 ± 0.07 | 0.21 ± 0.05 | |
| 7 | - | 0 | 0.49 ± 0.09 | 0.28 ± 0.08 | 0.23 ± 0.05 | |
| NGC5506 | 1 | - | 0 | 0.77 ± 0.09 | 0.09 ± 0.06 | 0.14 ± 0.07 |
| 3 | - | 0 | 0.78 ± 0.07 | 0.06 ± 0.04 | 0.16 ± 0.06 | |
| 4* | 0 | 0 | 0.84 ± 0.06 | 0.05 ± 0.03 | 0.11 ± 0.05 | |
| 5 | - | 0 | 0.63 ± 0.12 | 0.08 ± 0.05 | 0.29 ± 0.10 | |
| 6 | - | 0 | 0.61 ± 0.12 | 0.07 ± 0.05 | 0.32 ± 0.11 | |
| NGC5728 | 1 | 1 | 1 | 0.11 ± 0.05 | 0.87 ± 0.06 | 0.02 ± 0.02 |
| 2* | 0 | 0 | 0.81 ± 0.05 | 0.06 ± 0.03 | 0.14 ± 0.04 | |
| 3 | - | 0 | 0.54 ± 0.09 | 0.36 ± 0.09 | 0.10 ± 0.04 | |
| 4 | 2 | 2 | 0.17 ± 0.04 | 0.03 ± 0.02 | 0.80 ± 0.04 | |
| 5 | - | 0 | 0.70 ± 0.08 | 0.16 ± 0.06 | 0.14 ± 0.05 | |
| 7 | 2 | 2 | 0.24 ± 0.04 | 0.06 ± 0.03 | 0.70 ± 0.03 | |
| 8 | - | 0 | 0.64 ± 0.08 | 0.18 ± 0.06 | 0.19 ± 0.06 | |
| NGC7172 | 1 | 1 | 1 | 0.04 ± 0.02 | 0.96 ± 0.03 | 0.01 ± 0.01 |
| 2* | 0 | 0 | 0.86 ± 0.04 | 0.08 ± 0.04 | 0.06 ± 0.03 | |
| 3 | - | 1 | 0.34 ± 0.13 | 0.59 ± 0.15 | 0.07 ± 0.04 | |
| 4 | - | 0 | 0.65 ± 0.10 | 0.22 ± 0.08 | 0.13 ± 0.06 | |
| NGC7319 | 5* | 0 | 0 | 0.88 ± 0.04 | 0.02 ± 0.02 | 0.10 ± 0.04 |
| 6 | - | 0 | 0.73 ± 0.10 | 0.10 ± 0.10 | 0.16 ± 0.06 | |
| 8 | - | 0 | 0.76 ± 0.08 | 0.04 ± 0.03 | 0.19 ± 0.08 | |
| NGC7469 | 1 | 1 | 1 | 0.01 ± 0.01 | 0.98 ± 0.02 | 0.00 ± 0.01 |
| 2 | 1 | 1 | 0.01 ± 0.01 | 0.99 ± 0.01 | 0.00 ± 0.01 | |
| 3* | - | 1 | 0.34 ± 0.13 | 0.57 ± 0.16 | 0.08 ± 0.05 | |
| 4 | 1 | 1 | 0.03 ± 0.02 | 0.96 ± 0.03 | 0.01 ± 0.01 | |
| 5 | - | 1 | 0.16 ± 0.07 | 0.81 ± 0.07 | 0.03 ± 0.02 |
Notes. Columns indicate: (a) Galaxy name, (b) cluster number, (c) initial label assigned based on previous works (0 is AGN, 1 is SF, 2 is Other; see Sect. 2.3), (d) final label assigned with the RF model, and (e), (f), and (g) probabilities and their corresponding standard deviation of being assigned to one of the available classes (AGN, SF, and Other, respectively). We note that clusters excluded due to S/N are not in this table (see Sect. 2.2). * indicates the cluster containing the nuclear region of the galaxy.
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.