Dodge is an innate ability all classes possess enabling them to avoid attacks. The higher the percentage the more chance you have to entirely dodge an attack, however if you fail to dodge and are hit dodge doesn't mitigate any of the damage you take. For that, you'll need Damage Reduction and Armor stats.
Dodge should not be confused with Evade which is an action that you manually execute.