It seems that in El Capitan, Apple has linked together the options "Increase contrast" and "Reduce transparency" in the "Display" pane of the "Accessibility" prefs pane.
While you can enable "Reduce transparency" by itself, you cannot enable "Increase contrast" by itself. As some of you may...