BigSnarf blog

Infosec FTW

Dude where’s my naive bayes?

bayestshirt

naive Bayes classifier is a simple probabilistic classifier based on applying Bayes’ theorem with strong (naive) independence assumptions. A more descriptive term for the underlying probability model would be “independent feature model”.  An overview of statistical classifiers is given in the article on Pattern recognition.

http://en.wikipedia.org/wiki/Naive_Bayes_classifier

https://github.com/bigsnarfdude/machineLearning/blob/master/mason_vs_sklearn_naive_bayes.py

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s

%d bloggers like this: