Abstract: Web is the largest collection of electronically accessible documents which make the richest source of information in the world. Classification of Web page is essential to many tasks in Web information retrieval such as maintaining Web directories, topic-specific Web link analysis and focused crawling. Traditional Web page classification ignores semantic relationships between keywords and Web pages.