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Machine Learning Methods for Structured and Collective Classification

Machine Learning Methods for Structured and Collective Classification

Structured classification deals with a family of problems where a response variable possessing meaningful internal structure has to be predicted from a set of input variables. This includes prediction problems involving strings, trees, or graphs as well as collective classification problems, i.e. problems where multiple correlated outputs have ...

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