The Naive Bayes classifier works on the principle of conditional probability, as given by the Bayes theorem.
basically Naive Bayes Algorithm's core is the Bayes Theorem, which is predicting the probability of event happen given one or more than one evidence/features observed.
PyMachine-Collective/naive-bayes
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