Optimizing Coronary Artery Disease Diagnosis: A Heuristic Approach Using Robust Data Preprocessing and Automated Hyperparameter Tuning of eXtreme Gradient Boosting

Coronary Artery Disease (CAD) is an increasingly prevalent disorder that significantly affects both longevity and quality of life, particularly among people aged 30 to 60. Lifestyle, genetics, nutrition, and stress are contributing factors to the increasing mortality rates. Therefore, there is a nee...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	J. Jasmine Gabriel, L. Jani Anbarasi
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	BorutaShap coronary artery disease data preprocessing feature selection Optuna hyper-parameter XGB
Online Access:	https://ieeexplore.ieee.org/document/10283836/