>It doesn't mean everybody being arrested is guilty but if you have a say 20% accurate arrest rate and you run it over the entire population you're going to remove a large amount of criminals.

By that logic, why bother arresting anyone? Just shoot them dead. Who cares if they're guilty or not? That'll stop crime for sure, right?