Choosing the Most Effective Pattern Classification Model under Learning-Time Constraint

Nowadays, large datasets are common and demand faster and more effective pattern analysis techniques. However, methodologies to compare classifiers usually do not take into account the learning-time constraints required by applications. This work presents a methodology to compare classifiers with re...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Saito, Priscila T. M., Nakamura, Rodrigo Y. M., Amorim, Willian P., Papa, João P., de Rezende, Pedro J., Falcão, Alexandre X.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2015
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4483274/
https://ncbi.nlm.nih.gov/pubmed/26114552
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0129947
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