Reducing Flooded Cave Frequency

Hi all. Recently I have been experimenting with world generation. I decided to try out a large biome preset, and was wondering: how do I reduce the number of flooded caves? 
I'm all for flooded caves every now and then (because I for some reason find this fun), but this is far too many! It seems to be far more common towards oceans as well.