What's so naive about naive Bayes?
Cover art: Naive art by Ivan Generalic
Naive Bayes (NB) is 'naive' because it makes the assumption that features of a measurement are independent of each other. This is naive because it is (almost) never true. Here is why NB works anyway.
NB is a very intuitive classification algorithm. It …