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On the development of an outranking relation for ordinal classification problems: An experimental investigation of a new methodology

Zopounidis Konstantinos, Doumpos, Michael

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URIhttp://purl.tuc.gr/dl/dias/D1F41B87-A68B-447B-977C-3286BD477CF5-
Identifierhttps://doi.org/10.1080/1055678021000012471-
Languageen-
Extent25 pagesen
Title On the development of an outranking relation for ordinal classification problems: An experimental investigation of a new methodologyen
CreatorZopounidis Konstantinosen
CreatorΖοπουνιδης Κωνσταντινοςel
CreatorDoumpos, Michaelen
PublisherTaylor & Francisen
Content SummaryClassification problems involve the assignment of a discrete set of alternatives described over some criteria into predefined groups. This paper is focused on the case where the groups are defined in an ordinal way. The methodology proposed in the paper is based on the multicriteria decision aid (MCDA) approach and the outranking relations theory. A new approach is presented to determine the parameters of an outranking relation classification model using a training sample of alternatives. The proposed methodology is extensively validated in terms of its classification performance through a comprehensive Monte Carlo simulation. The results of the methodology are compared to linear, quadratic and logit analysis.en
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-27-
Date of Publication2002-
Bibliographic CitationM. Doumpos, C. Zopounidis ," On the development of an outranking relation for ordinal classification problems: An experimental investigation of a new methodology," Optim. Methods and Soft., vol. 17, no. 2,pp. 293-317, 2002.doi:10.1080/1055678021000012471en

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