1. A method of processing outputs of an automatic system for probabilistic detection of events, comprising: collecting statistics related to observed outputs of the automatic system; and using the statistics to process an original output sequence of the automatic system and produce an alternate output sequence, by at least one of supplementing and replacing at least part of the original output sequence.