Data Balancing Techniques Using the PCA-KMeans and ADASYN for Possible Stroke Disease Cases

Imbalanced data happens when the distribution of classes is not equal between positive and negative classes. In healthcare, the majority class typically consists of healthy patient data, while the minority class contains sick patient data. This condition can cause the minority class prediction to be...

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Bibliographic Details
Main Authors: Uung Ungkawa, Muhammad Avilla Rafi
Format: Article
Language:English
Published: Department of Informatics, UIN Sunan Gunung Djati Bandung 2024-06-01
Series:JOIN: Jurnal Online Informatika
Subjects:
Online Access:https://join.if.uinsgd.ac.id/index.php/join/article/view/1293
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