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echocardiogram     (Healthcare data)

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This data is in the collection of Healthcare data

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echocardiogram is 6KB compressed!

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Metadata

NameEchocardiogram
Data typesMultivariate
Data taskClassification
Attribute typesCategorical, Integer, Real
Instances132
Attributes12
Year1989
AreaLife
DescriptionData for classifying if patients will survive for at least one year after a heart attack

Please acknowledge the repository in published materials

If you publish material based on the echocardiogram 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:echocardiogram,
      title={echocardiogram - Healthcare data},
      author={Ryan A. Rossi and Nesreen K. Ahmed},
      url={http://networkrepository.com/echocardiogram.php},
      year={2013}
}

@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}
}

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 = EchocardiogramData types = MultivariateData task = ClassificationAttribute types = Categorical,
Integer,      RealInstances = 132Attributes = 12Year = 1989Area = LifeDescription = Data for classifying if patients will survive for at least one year after a heart attack,

Data Statistics

Nameechocardiogram
TypeHealthcare data
Num. instances133
Num. attributes13
Missing values132
Binary1
Categorical8

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