Dr. James McCaffrey of Microsoft Research uses Python code samples and screenshots to explain naive Bayes classification, a machine learning technique used to predict the class of an item based on two ...

As the mobile phone market is rapidly expanding and the modern life is heavily dependent on cell phones, Short Message Service (SMS) has become one of the important media of communications. In this ...

The Naive Bayes (NB) algorithm is a classification method based on Bayes’ theorem [6] with the assumption that all features are independent of each other. Bayes’ theorem is represented by the ...