Open Access
Table B.1.
Percentage accuracy of the NN classification scheme when no optimisation is implemented (middle two columns) as compared to when the NN is optimised with Optuna (rightmost two columns) for all three models studied.
| Model | No optimisation | Optimisation with Optuna | ||
|---|---|---|---|---|
| ΛCDM | CDE | ΛCDM | CDE | |
| β1 | 1.000 | 0.843 | 1.000 | 0.864 |
| β2 | 1.000 | 0.836 | 1.000 | 0.861 |
| β3 | 1.000 | 0.835 | 0.996 | 0.889 |
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