As a physician who treats a number of patients with chronic fatigue syndrome
(cfs), i can tell you that yes, some patients do recover. However, it is a process and typically doesn't happen overnight.
The most important step in recovery is determining what is causing or worsening your symptoms. There are a large number of causes, and you should see a physician who specializes in cfs for evaluation.