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Prototype Generation Using Self-Organizing Maps for Informativeness-Based Classifier

The k nearest neighbor is one of the most important and simple procedures for data classification task. The kNN, as it is called, requires only two parameters: the number of k and a similarity measure. However, the algorithm has some weaknesses that make it impossible to be used in real problems. Si...

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Detalles Bibliográficos
Autores principales: Moreira, Leandro Juvêncio, Silva, Leandro A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5547710/
https://www.ncbi.nlm.nih.gov/pubmed/28811818
http://dx.doi.org/10.1155/2017/4263064