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

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

Internet

https://ieeexplore.ieee.org/document/10283836/

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