Table A.1.
Classification labels for the different methods used in this work, where 0 means single and 1 binary. The probabilities of being binary and a flag that indicates the agreement between the different methods are also provided.
| object | VOSA | w-SVMlinear | w-SVMRBF | SOM | CNN | Pbinary SOM | Pbinary CNN | flag |
|---|---|---|---|---|---|---|---|---|
| PG0255+029 | 0 | 0 | 0 | 0 | 0 | 0.083 | 0.155 | 0 |
| PG0240+046 | 0 | 0 | 0 | 0 | 0 | 0.038 | 0.340 | 0 |
| PG0322+078 | 0 | 1 | 1 | 0 | 1 | 0.179 | 0.564 | 3 |
| LAMOSTJ032133.19+081131.6 | 0 | 1 | 0 | 1 | 0 | 0.778 | 0.297 | 2 |
| LAMOSTJ034208.81+090220.7 | 0 | 1 | 1 | 0 | 1 | 0.391 | 0.766 | 3 |
Notes. Only the first five rows of this table are displayed here. A machine-readable version of the complete table is accessible at the CDS.
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