Research Article

Cardiovascular Disease Detection using Ensemble Learning

Table 1

Dataset features description.

NoFeature nameTypeDescription

1IDIntegerId number
2AgeIntegerNumber in days
3GenderIntegerMen: 2, women: 1
4HeightIntegerIn cm, max = 250, min = 55
5WeightContinuousIn kg, max = 200, min = 10
6Systolic blood pressureIntegerMax = 16020, min = 
7Diastolic blood pressureIntegerMax = 11000, min = 
8CholesterolInteger(1) Normal, (2) above normal, (3) well above normal
9GlucoseInteger(1) Normal, (2) above normal, (3) well above normal
10SmokingIntegerBinary
11Alcohol intakeIntegerBinary
12Physical activityIntegerBinary
13Cardiovascular diseaseIntegerBinary