BP-MLL is derived from the famous backpropagation algorithm through employing a novel error function capturing the characteristics of multi-label learning, i.e., the emotions belonging to a sentence should be ranked higher than those not belonging to that sentence (Zhang and Zhou, 2006).
the third term is employed to incorporate such prior knowledge.