heart disease     (Healthcare data)
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Metadata
Name | Heart Disease |
Data types | Multivariate |
Data task | Classification |
Attribute types | Categorical, Integer, Real |
Instances | 303 |
Attributes | 75 |
Year | 1988 |
Area | Life |
Description | 4 databases: Cleveland, Hungary, Switzerland, and the VA Long Beach |
Please acknowledge the repository in published materials
If you publish material based on the heart disease
dataset obtained from this repository, then, in your acknowledgements, we ask that you note the assistance you received by using this repository.
For example, please use the following BiBTeX
reference:
@misc{nr:heart disease,
title={heart disease - Healthcare data},
author={Ryan A. Rossi and Nesreen K. Ahmed},
url={http://networkrepository.com/heart-disease.php},
year={2013}
}
Note that if you transform/preprocess this data for your own research, we ask that you please share the data by uploading it along with details on the transformation and reference to any published materials.
@inproceedings{nr,
title={The Network Data Repository with Interactive Graph Analytics and Visualization},
author={Ryan A. Rossi and Nesreen K. Ahmed},
booktitle={Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence},
url={http://networkrepository.com},
year={2015}
}
@ Name = Heart DiseaseData types = MultivariateData task = ClassificationAttribute types = Categorical,
Integer, RealInstances = 303Attributes = 75Year = 1988Area = LifeDescription = 4 databases: Cleveland, Hungary, Switzerland, and the VA Long Beach,
Data Statistics
Name | heart disease |
Type | Healthcare data |
Num. instances | 297 |
Num. attributes | 14 |
Missing values | 0 |
Binary | 1 |
Categorical | 13 |
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