While In the safari browser you should see Private highlighted on the bottom left of your screen while in card view. You need to tap it and it will turn off
Should you want to delete a visited site on occasion, here are instructions on how to delete just one visited site without having to clear all history. http://forums.imore.com/showthread.php?t=302240