Cut on ROE variables is not possible, as the ROE is not available when the decay channel cuts are applied.

Cuts for decay channels are applied during the reconstruction of the decay. At this point the ROE is not yet available and thus cuts on ROE features are not possible. A solution would be to build the ROE in the reconstruct_decay_channel convenience function and apply the cuts a second time after this is done. Whether building the ROE is wanted can be defined via the decay_label_to_extra dictionary.