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. 2024 Jan 8;14(2):144. doi: 10.3390/diagnostics14020144

Table 3.

Cardiovascular Heart Disease Dataset.

Features Details
1. Patient Id Individual unique identifier.
2. Age Numeric representation of patients’ age in years.
3. Gender Binary (1, 0 (0 = female, 1 = male))
4. Chestpain Nominal (0, 1, 2, 3 (Value 0: typical angina Value 1: atypical angina Value 2: non-anginal pain Value 3: asymptomatic))
5. restingBP Numeric (94–200 (in mm HG))
6. serumcholestrol Numeric (126–564 (in mg/dL))
7. fastingbloodsugar Binary (0, 1 > 120 mg/dL (0 = false, 1 = true))
8. restingrelectro Nominal (0, 1, 2 (Value 0: normal, Value 1: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of >0.05 mV), Value 2: showing probable or definite left ventricular hypertrophy by Estes’ criteria))
9. maxheartrate Numeric (71–202)
10. exerciseangia Binary (0, 1 (0 = no, 1 = yes))
11. oldpeak Numeric (0–6.2)
12. slope Nominal (1, 2, 3 (1-upsloping, 2-flat, 3-downsloping))
13. noofmajorvessels Numeric (0, 1, 2, 3)
14. target Binary (0, 1 (0 = Absence of Heart Disease, 1= Presence of Heart Disease))