Liewlom, Peera
Article History
Received: 15 January 2023
Accepted: 7 July 2023
First Online: 28 July 2023
Declarations
:
: Human data were collected from the website: Kaggle.com. Kaggle (a subsidiary of Google LLC) is an online community of data scientists and machine learning practitioners. The present manuscript uses two human datasets. The first is a heart failure–prediction dataset (Fedesoriano, 2021) retrieved from ExternalRef removed and declared in Open Data Commons or Open Database License v1.0. This dataset was collected and integrated using five datasets maintained by the UCI Machine Learning Repository supported by the National Science Foundation in collaboration with rexa.info (ExternalRef removed). These human data require no ethical approval and are widely reported in the literature from 1989 to the present.The second human dataset is the heart disease health–indicators dataset (Alex Teboul, 2022), adapted from the Behavioral Risk Factor Surveillance System 2015 (National Center for Chronic Disease Prevention and Health Promotion, 2021). The data were retrieved from ExternalRef removed and ExternalRef removed. They are declared in Creative Commons License version CC0: Public Domain and do not require ethical approval.
: Not applicable. All datasets in the manuscript were declared as Open Database License or exist in the public domain. License agreements are intended to allow users to freely share, modify, and use these datasets.
: The authors declare that they have no competing interests.