When plotted on the RER/ER graph in Figure 5, however, it is clear that the overfit model β has the worse ER than the non-overfit counterpart α.
models α and β have the same CER, but they are not equivalent: model β is not only worse in light of containing more features, but also in terms of causing more side effects.