I recently purchased a Specialized Secteur Sport from a listing on craigs list. I would like to put clipless pedals on it but have no clue what type of pedals to get.

My understanding is that some cleats don't allow for easy walking but since so far my riding has mostly been around town for exercise, I would like something that I can walk in as well.

What pedal and shoe combination would be good for a new rider?