Heart Disease (Comprehensive)

OpenML

This dataset is curated by combining five datasets over 11 standard features, making it the largest heart disease dataset available for research. Despite sharing this data on OpenML, it comes from separate research studies and is merged as a result of the meta-analysis.

Upload date: June 7, 2023

License:

ID: 8
Sources:
Number of instances: 1190
Number of features: 12
Number of annotated features: 11
Annotated features percentage: 92%

Please cite:

R. Alizadehsani, M. Roshanzamir, M. Abdar, A. Beykikhoshk, A. Khosravi, M. Panahiazar, A. Koohestani, F. Khozeimeh, S. Nahavandi, and N. Sarrafzadegan. A database for using machine learning and data mining techniques for coronary artery disease diagnosis. Scientific data, 6(1): 227, 2019.