Depends on your tripping style.  If you mount the display unit then it works better to mount the transducer.  If you pack the display unit away for portages then some way to put a little water between the transducer and the floor of the canoe probably works best. I like Old salts method. I mount the display, batteries and transducer at home and it is still there when I get back home.