Eh I think that's a bit extreme. I mean when my parents were arguing I just walked out of the house and slammed the door as hard as I could. I just went on a relaxed walk and my mom finally picked me up and agreed to stop fighting.
But running away from home isn't the greatest solution nor do I think you'll last long.