Browsing by Subject "Hinge loss"

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    • Redefining support vector machines with the ordered weighted average 
      Maldonado, Sebastián; Merigó Lindahl, José; Miranda Pino, Jaime (Elsevier, 2018)
      In this work, the classical soft-margin Support Vector Machine (SVM) formulation is redefined with the inclusion of an Ordered Weighted Averaging (OWA) operator. In particular, the hinge loss function is rewritten as a ...