Is an ordinal class structure useful in classifier learning?

DOI10.1504/IJDMMM.2008.022537zbMath1184.68402OpenAlexW2158443418MaRDI QIDQ1046569

Jens C. Hühn, Eyke Hüllermeier

Publication date: 22 December 2009

Published in: International Journal of Data Mining, Modelling and Management (IJDMMM) (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1504/ijdmmm.2008.022537

zbMATH Keywords

ordinal classificationbinary decompositionpairwise classificationnested dichotomies

Mathematics Subject Classification ID

Nonnumerical algorithms (68W05) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (6)

Ordinal classification based on the sequential covering strategy ⋮ Ranking data with ordinal labels: optimality and pairwise aggregation ⋮ A transitivity analysis of bipartite rankings in pairwise multi-class classification ⋮ On the ERA ranking representability of pairwise bipartite ranking functions ⋮ Exploitation of Pairwise Class Distances for Ordinal Classification ⋮ Citation-based journal ranks: the use of fuzzy measures

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