Using hybrid associative classifier with translation (HACT) for studying imbalanced data sets

Class imbalance may reduce the classifier performance in several recognition pattern problems. Such negative effect is more notable with least represented class (minority class) Patterns. A strategy for handling this problem consisted of treating the classes included in this problem separately (majo...

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Bibliografski detalji
Izdano u:Ingeniería e Investigación
Glavni autori: Laura Cleofas Sánchez, M. Guzmán Escobedo, Rosa María Valdovinos Rosas, Cornelio Yáñez Márquez, Oscar Camacho Nieto
Format: Artigo
Jezik:Inglês
Izdano: Universidad Nacional de Colombia 2012
Teme:
Ingeniería
pre
Data set
processing
under sampling
class imbalance
Online pristup:https://www.redalyc.org/articulo.oa?id=64323227010
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