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Review of Computer Engineering Research 2412-4281 2410-9142 Review of Computer Engineering Research Review of Computer Engineering Research Review of Computer Engineering Research 03-2014 2014 03-2014 03-2014 1 1 19 30 30 Nov 30 Nov The performance of Support Vector Machine is higher than traditional algorithms. The training process of SVM is sensitive to the outliers in the training set. Here in this Paper, a new approach called, Web Pages Categorization based on Classification and Outlier Analysis (WPC-COA), is proposed that uses a polynomial Kernel function to map web page tuples to high dimensional feature space. <div><br></div><div style="text-align: center;"><img src="http://www.pakinsight.com/images/989153414266184.jpg"></div>