HOLISMOKES - VII. Time-delay measurement of strongly lensed Type Ia supernovae using machine learning

Open Access

Fig. 7.

FCNN and RF on the whole sample of light curves from the specified test set for the mock observation in Fig. 3. The ML models’ hyperparameters are set to the values at which the test set yields a bias below 0.05 days and the smallest 68% credible interval of the time-delay deviation (in Eq. (8)).

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