Furthermore, when evaluating a particular rule with consequent C and antecedent A, it is natural to consider p(C|A) but, due to missing data, this absolute probability estimate is often misleading: in many cases C will hold given A but the fact C is not mentioned in the corpus.
to evaluate rules over extractions, we need to consider relative probability estimates.