Bayes classifier

Bayesian methods

A machine learning thing. Related to Naive Bayes classifier.

It's one way to approach a classification problem.

BTW, terminology is varied. The term classifier can be meant as:

  1. a mathematical function that maps input data to a category
  2. an algorithm that implements classification, esp. in a concrete implementation

In stats, classification is often done via logistic regression, speaking of explanatory/independent vars, and the possible categories are termed outcomes. In ML, observations are often known as instances, the explanatory vars as features, and the possible categories are termed classes.

Created (3 years ago)