Does Naive Bayes Belive in a Big Foot?

There is a quite interesting, widely-using and powerful theorem in a probability theory: Bayes’ theorem. In AI this theorem are used for “Naive Bayes classifier” algorithm.

Why this theorem is interesting? Because in many cases of machine-learning it could give you good result and it’s really simple to implement this algorithm. For example, with Naive Bayes help many spam-filtering systems are working.

Why the hell it’s “naive”? Continue reading