Hybrid approach redefinition with cluster-based instance selection in handling class imbalance problem

Class Imbalance problems often occur in the classification process, the existence of these problems is characterized by the tendency of a class to have instances that are much larger than other classes. This problem certainly causes a tendency towards low accuracy in minority classes with smaller nu...

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Autors principals:	Hartono Hartono, Erianto Ongko, Dahlan Abdullah
Format:	Artigo
Idioma:	Inglês
Publicat:	Universitas Ahmad Dahlan 2021-11-01
Col·lecció:	IJAIN (International Journal of Advances in Intelligent Informatics)
Matèries:	class imbalance hybrid approach redefinition hybrid ensembles classifier data diversity
Accés en línia:	http://ijain.org/index.php/IJAIN/article/view/515
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