From phuket to samui?

Question

I was thinking of the quickest way, meaning by plane... but a friend suggested that I take the more adventurous way (by train and boat). Anyone who did this trip and could tell me how long it takes? Also I do not have a backpack, but 2 suitcases instead... would that make this trip unfeasible???? thanks fot your comments