If your temps aren't low then don't worry about it. I had a plant with perfectly purple under-leafs and green tops. My temps weren't very low, and the purple disappeared on its own very soon, after the next node had sprouted basically.
The advice above is sound though. Less water is better than too much, because it's quick to fix too little, but slow to fix too much.