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Artificial Intelligence And Data Science PDF Available Non-peer-reviewed Preprint

Binary Classification Based on Potentials

Erik Boczko, Andrew DiLullo, Todd Young  ·  Published 2008-12-16

Abstract

We introduce a simple and computationally trivial method for binary classification based on the evaluation of potential functions. We demonstrate that despite the conceptual and computational simplicity of the method its performance can match or exceed that of standard Support Vector Machine methods.
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