Table 5 Proportion of male and female patients with heart disease.

From: Fine tuned CatBoost machine learning approach for early detection of cardiovascular disease through predictive modeling

Variable

Value

Total patients

Proportion of heart disease

Sex

M

458

90.2

F

50

9.8

ChestPainType

ASY

392

77.2

NAP

72

14.2

ATA

24

4.7

TA

20

3.9

RestingECG

Normal

285

56.1

ST

117

23.0

LVH

106

20.9

ExerciseAngina

Y

316

66.5

N

192

33.5

ST_Slope

Flat

381

75.0

Up

78

15.4

Down

49

9.6