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Optimal feature subset selection is often required as a preliminary work in machine learning and data mining. The choice of feature subset determines the classification accuracy. It is a crucial aspect to construct efficient feature selection algorithm. Here, by constructing the feature vector graph, a new feature evaluation criterion based on community modularity in complex network is proposed to...
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