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Naive Bayes classifier implemented in JavaScript

Classify a person as English or Scottish based on the following:

  • likes shortbread
  • likes lager
  • drinks whiskey
  • eats porridge
  • watched England play football

Other Resources

Bayes' theorem on Wikipedia: http://en.wikipedia.org/wiki/Bayes%27_theorem

naive Bayes classifier on Wikipedia: http://en.wikipedia.org/wiki/Naive_Bayes_classifier

Bayes Theorem explained by Student Dave in hipster terms on YouTube: http://www.youtube.com/watch?v=xE3Gjhs2P4k

Matlab example of Bayes' theorem applied to a set of training data: http://www.inf.ed.ac.uk/teaching/courses/lfd/lectures/lfd_2005_naive.pdf

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a naive Bayes classifier written in JavaScript

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