Published 1988 | Version v2

Heart Disease Data Set

  • 1. Hungarian Institute of Cardiology, Budapest
  • 2. University Hospital, Zurich, Switzerland
  • 3. University Hospital, Basel, Switzerland
  • 4. V.A. Medical Center, Long Beach and Cleveland Clinic Foundation

Description

Description

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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