An Ensemble Model for Predicting Cardiovascular Disease utilizing Nature Inspired Optimization

An Ensemble Model for Predicting Cardiovascular Disease utilizing Nature Inspired Optimization

This paper represents an efficient model for heart disease prediction model utilizing an ensemble mechanism optimized through BAT algorithm. Worldwide mortality rates are widely acknowledged to be significantly influenced by the prevalence of cardiovascular disease, particularly in economically dis...

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Bibliographic Details
Main Authors: Annwesha Banerjee Majumder, Somsubhra Gupta, Sourav Majumder, Dharmpal Singh
Format: Article
Language:English
Published: University of Baghdad, College of Science for Women 2024-12-01
Series:مجلة بغداد للعلوم
Subjects:
BAT algorithm, Cardiovascular disease, Ensemble classifier, Gradient Boosting, Inter Quartile Range, Nature Inspired Optimization
Online Access:https://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/9973
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https://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/9973

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