Certainty Factors do adhere to the rules of Bayesian statistics, but it can represent tractable knowledge systems:

- Individual rules contribute belief in an hypotheses -- basically a conditional probability.
- The formulae for combination of evidence / hypotheses basically assume that all rules are independent ruling out the need for joint probabilities.
- The burden of guaranteeing independence is placed on the rule writer.

dave@cs.cf.ac.uk