What is heart disease UCI?

It is composed of 14 attributes which are age, sex, chest pain type, resting blood pressure, serum cholesterol, fasting blood sugar, resting electrocardiographic results, maximum heart rate achieved, exercise induced angina, oldpeak — ST depression induced by exercise relative to rest, the slope of the peak exercise ST …

What is UCI data repository?

The UCI Machine Learning Repository is a collection of databases, domain theories, and data generators that are used by the machine learning community for the empirical analysis of machine learning algorithms. The archive was created as an ftp archive in 1987 by David Aha and fellow graduate students at UC Irvine.

What is heart disease dataset?

This data set dates from 1988 and consists of four databases: Cleveland, Hungary, Switzerland, and Long Beach V. It contains 76 attributes, including the predicted attribute, but all published experiments refer to using a subset of 14 of them. The “target” field refers to the presence of heart disease in the patient.

What does UCI Health stand for?

The University of California, Irvine Medical Center (UCIMC or UCI Medical Center) is a major research hospital located in Orange, California.

Is cycling good for heart failure?

Just as it strengthens your arms, legs and other muscles, cycling can help to strengthen your heart muscle. The stronger your heart, the more effectively it pumps blood through your body, which lowers your heart rate and reduces the risk of high blood pressure.

How many datasets are available on UCI repository?

We currently maintain 622 data sets as a service to the machine learning community. You may view all data sets through our searchable interface.

How do you cite UCI repository?

To cite data sets from the UCI repository (as indicated in the help pages) use: Newman D, Hettich S, Blake C, Merz C (1998). “UCI Repository of machine learning databases.” http://www.ics.uci.edu/~mlearn/MLRepository.html.

What is Cleveland dataset?

Source publication. Evaluation of Classification Algorithms, Linear Discriminant Analysis and a New Hybrid Feature Selection Methodology for the Diagnosis of Coronary Artery Disease.

What does Oldpeak mean?

oldpeak: ST depression induced by exercise relative to rest. slope: the slope of the peak exercise ST segment. — Value 1: upsloping.

How do I open a UCI data file?

data file can be opened with Microsoft Excel or Notepad.