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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Ingeniería e Investigación
Prif Awduron: Laura Cleofas Sánchez, M. Guzmán Escobedo, Rosa María Valdovinos Rosas, Cornelio Yáñez Márquez, Oscar Camacho Nieto
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Universidad Nacional de Colombia 2012
Pynciau:
Ingeniería
pre
Data set
processing
under sampling
class imbalance
Mynediad Ar-lein:https://www.redalyc.org/articulo.oa?id=64323227010
Tagiau: Ychwanegu Tag
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