Can somebody please explain what the exact differences are among the Home, Local, and Federated feeds? And what determines whose posts show up in my timeline for each?

I see lots of posts from people I don’t follow on the local and federated feeds. It feels like there is an algorithm somewhere feeding me that content. Am I wrong? If so, then where is that stuff coming from?