Polyceptron: A Polyhedral Learning Algorithm

Computer Science – Learning

Scientific paper

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Scientific paper

In this paper we propose a new algorithm for learning polyhedral classifiers
which we call as Polyceptron. It is a Perception like algorithm which updates
the parameters only when the current classifier misclassifies any training
data. We give both batch and online version of Polyceptron algorithm. Finally
we give experimental results to show the effectiveness of our approach.

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