If you are overweight you will feel that you need more shock absorption and support to feel comfortable running. Use how your feet feel to help you make the right choice for you, not the scale.
If you can only afford one pair of shoes to get you started and you plan to run in the first few hundred miles then skip the walking shoes and purchase quality running shoes to prevent injury but keep quality shoes in the budget.