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Hypergraph-based data modeling for binary classification

Published • Jul 29, 2022
NobleIDNI5P66W33R32S52
Authors:
Misiorek P
,
Janowski S

Abstract

We present the novel hypergraph-based framework enabling to assess the importance of data elements for the binary classification task. The proposed method explores the classification datasets modeled as a hypergraph with vertices denoting data samples and hyperedges corresponding to values of catego...

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