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heart disease     (Healthcare data)

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This data is in the collection of Healthcare data

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NameHeart Disease
Data typesMultivariate
Data taskClassification
Attribute typesCategorical, Integer, Real
Description4 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},

     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},

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.

@     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

Nameheart disease
TypeHealthcare data
Num. instances297
Num. attributes14
Missing values0

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