The internet contains a large amount of data, to exploit it a special treatment of its content should be done, and a particular web information system should be developed. As a critical step of those systems, the web page classification is proposed. In this paper, we present the characteristics of web page classification, we reviewed the different machine learning algorithms used to categorize web pages. Finally, we track some assumptions from the studied methods.