Don't you think that submissions are motivated by getting to the home page? So with time, submissions become similar to what's on the home page.
If the home page is so bad according to you, wouldn't you agree that the actual submissions still be a sub-par source for your filter, and a different source would be preferable?
None of those are interesting to me, however, so a personalized HN classifier is awesome.