Yes, but due to it being derived from the same underlying source dataset, it is effectively evaluating on the training dataset, not an independent validation/ t

Yes, but due to it being derived from the same underlying source dataset, it is effectively evaluating on the training dataset, not an independent validation/ test dataset. The difference is subtle but important. If we expect the model to truly outperform a general model, it should generalize to a completely independent set.