Robust cutpoints in the logical analysis of numerical data

Anthony, Martin ORCID: 0000-0002-7796-6044 and Ratsaby, Joel (2012) Robust cutpoints in the logical analysis of numerical data. Discrete Applied Mathematics, 160 (4 - 5). pp. 355-364. ISSN 0166-218X

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Identification Number: 10.1016/j.dam.2011.07.014

Abstract

Techniques for the logical analysis of binary data have successfully been applied to non-binary data which has been ‘binarized’ by means of cutpoints; see Boros et al. (1997, 2000) [7] and [8]. In this paper, we analyze the predictive performance of such techniques and, in particular, we derive generalization error bounds that depend on how ‘robust’ the cutpoints are.

Item Type:	Article
Official URL:	http://www.elsevier.com/wps/find/journaldescriptio...
Additional Information:	© 2012 Elsevier
Divisions:	Mathematics
Subjects:	Q Science > QA Mathematics
Date Deposited:	12 May 2011 15:57
Last Modified:	01 Nov 2024 04:21
URI:	http://eprints.lse.ac.uk/id/eprint/36129

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