Due to a serious case of plagiarism this paper has been retracted.

The paper " Machine Learning Algorithms in Web Page Classification" authored by W.A. Awad DOI : 10.5121/ijcsit.2012.4508 has been retracted due to a severe case of plagiarism. Several graphs and the "GIS" pseudo-code in this article are clearly taken directly from an unpublished coursework paper from 2001 by Professor Luo Si (Purdue) in the following URL.