Synonyms for Arbitrariness (same or very similar meaning)
WordNet sense 1 (the trait of acting unpredictably and more from whim or caprice than from reason or judgment):
capriciousness, flightiness, whimsey, whimsicality, whimsyFrom the ODE community, based on WordNetadd/edit