Optimal arrangements of hyperplanes for multiclass classification

22 Oct 2018Víctor BlancoAlberto JapónJusto Puerto

In this paper, we present a novel approach to construct multiclass classifiers by means of arrangements of hyperplanes. We propose different mixed integer (linear and non linear) programming formulations for the problem using extensions of widely used measures for misclassifying observations where the \textit{kernel trick} can be adapted to be applicable... (read more)

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