Comparison of Data Normalization Techniques on KNN Classification Performance for Pima Indians Diabetes Dataset

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Comparison of Data Normalization Techniques on KNN Classification Performance for Pima Indians Diabetes Dataset

This study analyzes the comparison of data normalization techniques in the K-Nearest Neighbors (KNN) model for diabetes classification using the Pima Indians Diabetes dataset. The three normalization techniques evaluated are Min-Max Scaling, Z-Score Scaling, and Decimal Scaling. After preprocessing,...

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Bibliographic Details
Main Authors:	Yohanes Dimas Pratama, Abu Salam
Format:	Article
Language:	English
Published:	Politeknik Negeri Batam 2025-06-01
Series:	Journal of Applied Informatics and Computing
Subjects:	data normalization k-nearest neighbors diabetes classification min-max scaling z-score scaling
Online Access:	https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/9353
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