PCA and t-SNE Implementation for KNN Hypertension Classification Visualization

PCA and t-SNE Implementation for KNN Hypertension Classification Visualization

Hypertension is a condition that, if allowed to increase, can significantly injure internal organs due to high blood pressure. The objective of this study is to use the K-Nearest Neighbor (KNN) algorithm along with PCA and t-SNE to accurately identify four categories of Hypertension, Normal, Hyperte...

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Bibliographic Details
Main Authors: Andi Aulia Cahyana Resky, Jessica Crisfin Lapendy, Andi Akram Nur Risal, Dewi Fatmarani Surianto, Abdul Wahid
Format: Article
Language:English
Published: Ikatan Ahli Informatika Indonesia 2025-02-01
Series:Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Subjects:
hypertension
knn
dimensionality reduction
pca
t-sne
Online Access:https://jurnal.iaii.or.id/index.php/RESTI/article/view/6208

Internet

https://jurnal.iaii.or.id/index.php/RESTI/article/view/6208

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