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So a Reverend called Thomas Bayes in the 1700s said that the probability of an event is based on prior knowledge of conditions that might be related to that event. Sounds weird. Right? This is Bayes Theorem (also called Bayes Law or Bayes Rule). Hold on, it gets weirder.