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Information Technology Journal
Year: 2013  |  Volume: 12  |  Issue: 15  |  Page No.: 3309 - 3314

Notes on Vertex Classification Problem in Hypergraph Setting

Li Yan, Junsheng Li and Wei Gao    

Abstract: Classification algorithm is classical learning problem in computer science. Hypergraph, as a knowledge representation model, has widely used in finance, biology and information science. In this study, we extend some graph vertex classification analysis results to hypergraph. Specifically, we use the cut size of the classification to derive data-dependent bounds on the fraction of mistaken predictions for hypergraph vertex classification algorithm.

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