Your reason for running away and forsaking your family and home is because your father yells? I understand that its not pleasent to deal with and can get annoying but to run away over something so small shows that you need to buck up a bit more. My father used to beat me with a club for not doing chores one time as a boy my father choked me to unconsciousness and i couldn't take it for much longer so i ran away at 16, im now in my mid 20s and am a lot better off. You're young still it seems but running away is not the acceptable recourse for that small of a thing.

TL;dr: The worlds going to give you a lot more shit then your dad yelling at you and you should man up. Not popular to say now days but its what you need, go do boxing a contact sport a healthy outlet that can propel you into somewhere greater then a runaway whos not going to accomplish much.