Before revision:  I empirically demonstrate the property, with simulated and real data, by reporting that these new completely overfitting ensembles yield an out-of-sample performance equivalent to that of their tuned counterparts -- or better.
After revision:  I empirically demonstrate the property, with simulated and real data, by reporting that these new completely overfitting ensembles perform similarly to their tuned counterparts -- or better.