Because they are under the (mostly correct assumption) that poorer neighborhoods (which are often, but not exclusively, minority neighborhoods) have lower police presence.

And also that radical hippies tend not to have a lot of money, so it's not unusual for them to live in low income neighborhoods (i.e. some members likely lived there anyways).