Step 1: Understanding the Concept
Alkaline earth metals are the group 2 elements: Be, Mg, Ca, Sr, Ba and Ra.
Step 2: Remove group 1 elements
Cs, Rb and Fr are alkali metals of group 1. Fr is the radioactive alkali metal, but it is not an alkaline earth metal.
Step 3: Radioactive member
Radium (Ra), the last element of group 2, has no stable isotope and is radioactive.
Final Answer:
The radioactive alkaline earth metal is radium (Ra).
\[ \boxed{\text{(D) }\text{Ra}} \]