After many trials I found that I would bake the base for 5 mins or so in a baking tray with a home made tomato sauce, cheese and some toppings. I would then (once cooled) stick it in a carrier bag and put in the freezer. Once frozen I would take the tray out.
Cooked from frozen. You could also freeze just a cheese and tom base and add toppings when you cook.