Sample Reduction Algorithm Based on Classification Contribution

The KNN algorithm takes exponentially growth of time to process dataset containing a large number of samples and has low classification performance. To address this problem, this paper proposes a sample reduction method based on classification contribution ranking (SRCCR). First, SRCCR performs a de...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IAENG international journal of computer science 2023-08, Vol.50 (3), p.851
Hauptverfasser:	Chai, Zheng, Li, Yanying, Zhang, Jiaoni, Wang, Xialin, Li, Wen, Jiang, Yucong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Datasets Noise reduction
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!