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A Boolean measure of similarity

Anthony, Martin and Hammer, Peter L. (2004) A Boolean measure of similarity. RUTCOR research reports (27-2004). Rutgers Center for Operations Research, Rutgers University, New Jersey, USA.

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Abstract

We propose a way of measuring the similarity of a Boolean vector to a given set of Boolean vectors, motivated in part by certain data mining or machine learning problems. We relate the similarity measure to one based on Hamming distance and we develop from this some ways of quantifying the ‘quality’ of a dataset.

Item Type: Monograph (Report)
Official URL: http://rutcor.rutgers.edu/2004.html
Additional Information: © 2004 The Authors
Divisions: Mathematics
Subjects: Q Science > QA Mathematics
Sets: Departments > Mathematics
Date Deposited: 19 Nov 2008 13:05
Last Modified: 19 Nov 2019 15:41
URI: http://eprints.lse.ac.uk/id/eprint/13968

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