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Optimal Classification Tiling Algorithm

Published • Oct 16, 2024
Authors:
Wei‐Chen Cheng
,
Cheng‐Yuan Liou

Abstract

This work presents a max-margin tiling algorithm to construct multi-layer perceptrons with perfect performance for all training patterns. Each perceptron distinguishes a portion of a single class patterns from all the rest patterns, as large as possible. The process is a divide and conquer approach ...

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