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Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers

In rule-based classifiers, calculating all possible rules of a learning sample consumes many resources due to its exponential complexity. Therefore, finding ways to reduce the number and length of the rules without affecting the efficacy of a classifier remains an interesting problem. Reducts from r...

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Detalles Bibliográficos
Autores principales: Lazo-Cortés, Manuel S., Martínez-Trinidad, José Fco., Carrasco-Ochoa, Jesús A., Almanza-Ortega, Nelva N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7297591/
http://dx.doi.org/10.1007/978-3-030-49076-8_7