Multi-group Support Vector Machines with measurement costs: a biobjective approach

Support Vector Machine has shown to have good performance in many practical classification settings. In this paper we propose, for multi-group classification, a biobjective optimization model in which we consider not only the generalization ability (modeled through the margin maximization), but also...

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Bibliographic Details
Main Authors: Romero-Morales, D, Carrizosa, E, Martin-Barragan, B
Format: Journal article
Published: 2008