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Mapper Based Classifier

Published in arXiv (Cornell University) • Oct 17, 2019
NobleIDNI1P63W57R11S00
Authors:
Jacek Cyranka
,
Alexander Georges
,
David Meyer

Abstract

Topological data analysis aims to extract topological quantities from data, which tend to focus on the broader global structure of the data rather than local information. The Mapper method, specifically, generalizes clustering methods to identify significant global mathematical structures, which are...

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