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Multi-borders classification

Published 15 Apr 2014 in stat.ML and cs.LG | (1404.4095v3)

Abstract: The number of possible methods of generalizing binary classification to multi-class classification increases exponentially with the number of class labels. Often, the best method of doing so will be highly problem dependent. Here we present classification software in which the partitioning of multi-class classification problems into binary classification problems is specified using a recursive control language.

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