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Large Margin Rule‐Based Classifiers

Published in Wiley Encyclopedia of Operations Research and Management Science • Jun 10, 2010
NobleIDNI7P34W68R58S47
Authors:
Tibérius O. Bonates

Abstract

Abstract We introduce an optimization approach for the construction of large margin rule‐based classifiers. We base our description on the Logical Analysis of Data (LAD) methodology, but the same approach can be applied to different rule‐based classification algorithms. The novelty in our algorithm ...

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