> I would rather go the way Lars proposed and say "we can evaluate a single
> classifier on a single dataset like this" - but this overfits "we can do it
> robustly with cross-validation" and then "we can optimize it with grid-search".

OK, I'll try to adapt the intro paragraph to this suggestion.