Patience is the key, but basically what you want to do is hold the food in the water near the cave or hiding area where the eel is and just wait till they get used to associating your hand with food...
It may take a while, but eventually they seem to come around, also at the beginning, try not to create any sudden movements when hes near or poking his head out or you'll scare him back into his hiding place...