Weighted Page Rank (WPR) algorithm is an extension to the standard Page Rank algorithm of Google. WPR assigns larger rank values to more important pages considering both inlinks and outgoing links of the web pages and assigns weight to both of them. WPR resolves the core problem of rank sink present in Page Rank algorithm. In this paper we have proposed the improvement in existing WPR algorithm using its two parameters efficiency and precision. Both these parameters discuss the performance of the proposed Weighted Page Rank algorithm using wampserver 2.4, MATLAB R2013A The Math Work Inc. and My Sql database 5.0. New improved WPR hold efficiency above average and also significant improved relevancy. As a result, improved relevancy results in higher precision