The Collaborative International Dictionary of English v.0.48:
Unlikeliness \Un*like"li*ness\, n. The quality or state of being unlikely. [1913 Webster]WordNet (r) 3.0 (2006):
unlikeliness n 1: the improbability of a specified outcome [syn: unlikelihood, unlikeliness] [ant: likelihood, likeliness]