Table 2
Transit parameters of the simulated system in Sect. 4.2.2.
| Parameter | True value | RBF kernel | Learned kernel |
|---|---|---|---|
| Period | 10 | − | − |
| Time of mid-transit | 0.0 | − | − |
| Transit duration | 0.2 | − | − |
| Impact parameter | 0 | − | − |
| Radius ratio | 0.1 | 0.110 ± 0.009 | 0.100 ± 0.004 |
| u1 | 0.1 | <0.398 | <0.441 |
| u2 | 0.3 | <0.613 | <0.660 |
Notes. In the RBF Kernel and Learned Kernel columns, the value for the radius ratio corresponds to the mean and standard deviation of the posterior MCMC chain. The upper limits for u1 and u2 correspond to the 95th percentile. Parameters without retrieved values were fixed to their true value. The period, time of mid-transit and transit duration are given in arbitrary units.
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