Source : Webster's Revised Unabridged Dictionary (1913)

Unlikeliness \Un*like"li*ness\, n.
   The quality or state of being unlikely.

Source : WordNet®

unlikeliness
     n : the improbability of a specified outcome [syn: {unlikelihood}]
         [ant: {likelihood}, {likelihood}]