I'm going to leave my parents house when they disappear all day
Why would you leave their house?
I do not want to be there, and do not want to have to explain to them why I am leaving.
You should talk to your parents about that. Just leaving with not saying anything is rude.
My parents are terrible people. I am just going to leave.
It's better to be kind and tell them what is happening before you just leave.