Improvement of Feature Extraction in Web Page Classification

Mutual information formula is improved by using the hyperlink factor in this paper. Introduction of hyperlink elements of web pages can improve the classification accuracy in feature selection method based on mutual information and correlation by experiment, especially for those of strong. So the improvement is effective in web page classification.