Clustering the Behavior of Objective Measures in Associative Classifiers

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MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorDall'Agnol, Maicon-
Autor(es): dc.creatorDe Carvalho, Veronica Oliveira-
Data de aceite: dc.date.accessioned2025-08-21T19:16:48Z-
Data de disponibilização: dc.date.available2025-08-21T19:16:48Z-
Data de envio: dc.date.issued2025-04-29-
Data de envio: dc.date.issued2022-12-31-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.23919/CISTI58278.2023.10211946-
Fonte completa do material: dc.identifierhttps://hdl.handle.net/11449/298813-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/298813-
Descrição: dc.descriptionAssociative classifiers (ACs) have been widely used in several domains due to their inherent interpretability, with CBA being the most used algorithm in the family. They are built in steps, one of them aimed at ranking the rules, usually performed through objective measures (OMs). Aiming to improve its performance, works seek to modify its sorting step (i) using new measures and/or existing measures individually or (ii) aggregating existing measures to use them simultaneously. However, more than 60 OMs are available in the literature. Therefore, this work aims to group these OMs according to their performance when applied in the ACs sorting step. 15 groups were obtained, which are ranked according to their performance. This work contributes to the improvement and/or development of works, providing guidance for choosing the most appropriate OMs. An example of the impact of the groups obtained is also presented.-
Descrição: dc.descriptionInstituto de Geociências e Ciências Exatas (IGCE) Universidade Estadual Paulista (Unesp)-
Descrição: dc.descriptionInstituto de Geociências e Ciências Exatas (IGCE) Universidade Estadual Paulista (Unesp)-
Idioma: dc.languageen-
Relação: dc.relationIberian Conference on Information Systems and Technologies, CISTI-
???dc.source???: dc.sourceScopus-
Palavras-chave: dc.subjectAssociative Classifiers-
Palavras-chave: dc.subjectClustering-
Palavras-chave: dc.subjectObjective Measures-
Palavras-chave: dc.subjectRule Ranking-
Palavras-chave: dc.subjectAssociative classifiers-
Palavras-chave: dc.subjectClusterings-
Palavras-chave: dc.subjectInterpretability-
Palavras-chave: dc.subjectObjective measure-
Palavras-chave: dc.subjectPerformance-
Palavras-chave: dc.subjectRule ranking-
Título: dc.titleClustering the Behavior of Objective Measures in Associative Classifiers-
Tipo de arquivo: dc.typeaula digital-
Aparece nas coleções:Repositório Institucional - Unesp

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