Machine Learning for the Web

Naive Bayes

Naive Bayes is a classification algorithm based on Bayes' probability theorem and conditional independence hypothesis on the features. Given a set of m features, , and a set of labels (classes) , the probability of having label c (also given the feature set x_i) is expressed by Bayes' theorem:

Here:

• is called the likelihood distribution
• is ...