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The Nai??ve Bayesian Classifier (NBC) is a simple effective technique for classifier algorithm. But the independence assumptions of the attribute affect its classification performance, and restrict its application. Here a method based on estimation of distribution algorithms is presented and it further enhances Nai??ve Bayesian Classifier through using estimation of distribution algorithms. It makes...
With the development of the Web, large numbers of documents are put onto the Internet. More and more digital libraries, news sources and inner data of companies are available. Automatic text categorization becomes more and more important for dealing with massive data. However, text preprocessing is still the bottleneck of text categorization based on vector space model (VSM). The result of text preprocessing...
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