quantize

Hello, new to Notion. After playing a piano part through my midi keyboard notion will add a bunch of unnecessary rests. I select all and then "quantize to notation" but from what I understand that just changes what you hear not what you see. Any ideas how to clean it up? I'm not playing far off.
Thanks!
http://www.nitesail.com
Thanks!
http://www.nitesail.com