Efficient Automated Disease Diagnosis Using Machine Learning Models

Table 5

Features in heart disease dataset.

Feature	Description
Age	Days-integer
Height	Height in cm-integer
Weight	Weight in kg-float
Gender	Categorical code (1-women, 2-men)
Systolic blood pressure	Integer
Diastolic blood pressure	Integer
Cholesterol	1: normal, 2: above normal, 3: well above normal
Glucose	1: normal, 2: above normal, 3: well above normal
Smoking	Binary
Alcohol intake	Binary
Physical activity	Binary
Presence or absence of cardiovascular disease	Binary