Is a recursive function undefined if it doesn't have a base case?

Question

For example: $f(x) = 2 \times f(x-1)$

Could I say that the function $f(x) = $ undefined ?

If I set $f(0) = 1$ as the base case, then $f(5) = 32$ for example.