Optimizing the light gradient-boosting machine algorithm for an efficient early detection of coronary heart disease

Author:

Omotehinwa Temidayo Oluwatosin,Oyewola David Opeoluwa,Moung Ervin Gubin

Publisher

Elsevier BV

Reference49 articles.

1. Heart disease prediction using machine learning and data mining techniques: application of framingham dataset;Adel Mahmoud;Turk J Comput Math Educ (TURCOMAT),2021

2. Optuna: a next-generation hyperparameter optimization framework;Akiba;Proc ACM SIGKDD Int Conf Knowl Discov Data Min,2019

3. Diagnosis of heart disease using oversampling methods and decision tree classifier in cardiology;Albert;Res Biomed Eng,2023

4. Ensemble Based Machine Learning Model for Heart Disease Prediction;Ambrews;Int Conf Commun, Inf, Electron Energy Syst, CIEES 2022 - Proc,2022

5. 70-year legacy of the Framingham Heart Study;Andersson;Nat Rev Cardiol,2019

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