Which implementation of SVR is or will be used for the final evaluation?
Can we expect it to be the scikit-learn SVR? If so, what version of scikit-learn?
Can we expect the exact method to be very similar to the one in the competition starter notebook?
Asking as there is a slight possibility that different implementations react to hyperparameters (or the data) differently and thus it seems safest to optimize for the specific SVR used by the organizers.