Good piece, behind a paywall but worth a look. Technical.
Comparing a variety of Naive Bayes classification algorithms
Comprehensive list of formulas for text classification
Pavel Horbonos (Midvel Corp)
Naive Bayes algorithm is one of the well-known supervised classification algorithms. It bases on the Bayes theorem, it is very fast and good enough for text classification. I believe that there is no need to describe the theory behind it, nevertheless, we will cover a few concepts and after that focus on the comparing of different implementations. .... "
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