Código QR (código de barras bidimensional)

IMPROVING PERFORMANCE FOR IMBALANCED DATA CLASSIFICATION USING OVERSAMPLING AND CHARACTERISTICS OF EACH CLUSTER

This paper proposes a method to enhance the effectiveness of classifying imbalanced data. The main contribution of the method is integrating the K-means clustering algorithm and the minority oversampling technique VCIR to generate synthetic samples that closely represent the actual data characterist...

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Hovedforfatter: Phan Anh Phong, Le Van Thanh
Format: Artigo
Sprog:Inglês
Udgivet: Trường Đại học Vinh 2024-09-01
Serier:Tạp chí Khoa học
Fag:
data classification
imbalanced data
oversampling
k-means
smote
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