I put up with sucking the melted ice water out of the fridge for years, until I finally drilled a hole in the far left hand corner and attached a length of transparent plastic pipe with a tap on the end.
It doesn't drain into the bilge, but into a saucepan each time you do it, and it took half an hour and cost very little. It certainly beats pumping it out with a manual bilge pump.