Bayes Classifiers and Sentiment Analysis

macheads101 Guide 9 years ago

Beschreibung

In this video, I show how to use Bayes classifiers to determine if a piece of text is "positive" or "negative". In other words, I show you how to make a program with feelings!

The kind of classifier I show is called a Bernoulli naive Bayes classifier:

https://en.wikipedia.org/wiki/Naive_Bayes_classifier#Bernoulli_naive_Bayes

The demo at the beginning of the video can be found at:

http://macheads101.com/demos/sentiment/

The source for the demo, as well as for my program to graph the mood over books, can be found here:

https://github.com/unixpickle/sentigraph