absent-mindedness

noun1

1. •
   The characteristic or state of being easily distracted or preoccupied.

   • I don't mean to make mistakes; it's just absent-mindedness.
   • For six years they had taken care of him and loved him—watched over his outgoings and his incomings and forgiven all his absent-mindednesses.