Who deserted Paul on his first missionary journey?

In Acts 15v36-41 a disagreement between Paul and Barnabas is recorded. The disagreement was about whether or not they should bring along John, who was also called Mark with them; Paul did not think it was wise because John (Mark) had left them during their previous journey.