Heart disease binary data

A team of researchers collects and publishes detailed information about factors that affect heart disease. Variables include age, sex, cholesterol levels, maximum heart rate, and more.

You can use this data to demonstrate CART^® Classification.

Worksheet column	Description
Age	The age of the patient
Sex	The sex of the patient: Male or Female
Chest Pain Type	The chest pain type: 1, 2, 3, or 4
Rest Blood Pressure	The resting blood pressure of the patient, in mm Hg
Cholesterol	The serum cholesterol level of the patient, in mg/dl
Fasting Blood Sugar	Whether the patient fasting blood sugar > 120 mg/dl: True or False
Rest ECG	The resting electrocardiographic results: 0, 1, or 2
Max Heart Rate	The maximum heart rate achieved
Exercise Angina	Whether the patient has exercise-induced angina: Yes or No
Old Peak	The ST depression induced by exercise relative to rest
Slope	The slope of the peak exercise ST segment: 1, 2, or 3
Major Vessels	The number of major vessels colored by fluoroscopy: 0, 1, 2, 3, or 4
Thal	The type of defect: Normal, Fixed, or Reversible
Heart Disease	The binary response that indicates whether the patient has heart disease: Yes or No

Download HeartDiseaseBinary.mtw

Reference

These data were adapted based on a public data set that contains detailed information about heart disease. Original data from archive.ics.uci.edu.