Research Article

[Retracted] Heart Disease Prediction Based on the Embedded Feature Selection Method and Deep Neural Network

Table 1

Description of features.

SNAttributeDescription

1ageAge in years
2sex1 = male; 0 = female
3cpChest pain type
4trestbpsResting blood pressure (in mm Hg on admission to the hospital)
5cholSerum cholesterol in mg/dl
6fbsFasting blood sugar >120 mg/dl (1 = true; 0 = false)
7restecgResting electrocardiographic results
8thalachMaximum heart rate achieved
9exangExercise-induced angina (1 = yes; 0 = no)
10oldpeakST depression induced by exercise relative to rest
11slopeThe slope of the peak exercise ST segment
12caNumber of major vessels (0–3) colored by fluoroscopy
13thal1 = normal; 2 = fixed defect; 3 = reversible defect
14target1 = disease; 2 = no disease