Absolutely not. Feta doesn't melt, but it does add extraordinary flavor. That being said, you could grate some Mozzarella and use it instead of feta, if you prefer. Traditional Greek pizzas use a mixture of Mozzarella and white Cheddar. That could be delicious, too.