The periodic table is predictive. From a few elements, the rest could be projected and expected, like the Higgs-Boson. The table makes no predictions for things we cannot measure and are in fact theoretical, like dark matter which lacks any empirical evidence. Would be awesome if it did because then it wouldn't be theoretical anymore.