If you first remove the lock modifier from the Caps Lock key you should then be able to assign the key in Keyboard Shortcuts, use the command below to do that:

echo  'remove lock = Caps_Lock' | xmodmap -

Another easy solution if you prefer to use a GUI is to install easystroke:

sudo apt-get install easystroke

You can easily map keyboard keys and shortcuts to mouse buttons as well as mouse gestures.