No, you didn't read this correctly, and is not what I suggested.
The "Mac HD" is just a partition on your hard drive (the default from Apple is still "Macintosh HD", but whatever you have on your own hard drive.)
Anyway, choose the hard drive (which will be the line with manufacturer's info, as you may have more than one partition), and Erase your hard drive.