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heart conditions

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Apache License 2.0
Creative Commons Attribution 4.0 International
Creative Commons Attribution Share Alike 4.0 International
Creative Commons Zero v1.0 Universal
GNU General Public License v3.0 or later
MIT License

Heart Disease Data Set

Publication Date: 1988

Creators: Janosi, Andras; Steinbrunn, William; Pfisterer, Matthias; Detrano, Robert

This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one that has been used by ML researchers to
this date. The “goal” field refers to the presence of heart disease in the patient. It is integer valued from 0 (no presence) to 4. Experiments with the Cleveland database have concentrated on simply attempting to distinguish presence (values 1,2,3,4) from absence (value 0).

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