This is a series entitled Classification with Naive Bayes.  Its purpose is to expound upon a talk of the same name.  Here are the posts in chronological order:

  1. Classification with Naive Bayes: an Introduction
  2. Solving Naive Bayes by Hand
  3. Text Classification by Hand with Naive Bayes
  4. Solving Naive Bayes with R