Registry can likely contain DATA for software. I'd delete those files at own risk, something could broke. However, registry files does not fill that much (it's somewhere around 100 byte - 10 MB), so they'll not take a part of your drive indeed.
You could try using CCleaners reg. cleaner, but again, you should not
delete registry files, and expect they fix something
It's at own risk as well.