What is Police Discretion?

Police are given, in certain circumstances, the choice, option or ability to act on his own. He can use his discretion and not give you a ticket if you were speeding. We all hope that when we get stopped for a traffic violation, that the police will use their discretion and give a warning versus a ticket.