Participating in something to excess, commonly used in describing habits of those diagnosed with bulimia nervosa or BED in reference to eating overly large amounts of food in a short period of time.
Sometimes those with eating disorders will binge out of malnutrition or emotional reasons, then because of overwhelming feelings of guilt will purge through excessive exercise or throwing up.