Prior Probability and Likelihood

• We can ignore P(O)

  since we are maximising

  for all words where the denominator never changes. So w, the most likely word

  = argmax

  = argmax

  The two terms of this product have names:

  P(w) is called the prior probability

  is called the likelihood