Skip to main content

Table 3 Cardiovascular disease classification criteria and label Assignments

From: A data-driven approach to predicting diabetes and cardiovascular disease with machine learning

Criteria

 

Classification

Label Assignment

Answered “yes” to having had one of the following γ: congestive heart failure, coronary heart disease, heart attack, or stroke

Having heart diseases

1

If they answered “no” to all conditions

Not having heart diseases

0

  1. γ - On the NHANES survey questionnaire. 1 - Positive record for CVD; 0 - Negative record for CVD