Table 4 Summary statistics for categorical variables.

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

 

Count

Mean

Std Dev

Min

25%

50%

75%

Max

Age

918.00

53.51

9.43

28.00

47.00

54.00

60.00

77.00

RestingBP

918.00

132.40

18.51

0.00

120.00

130.00

140.00

200.00

Cholesterol

918.00

198.80

109.38

0.00

173.25

223.00

267.00

603.00

FastingBS

918.00

0.23

0.42

0.00

0.00

0.00

0.00

1.00

MaxHR

918.00

136.81

25.46

60.00

120.00

138.00

156.00

202.00

Oldpeak

918.00

0.89

1.07

− 2.60

0.00

6.0

1.50

6.20

heart disease

918.00

0.55

0.50

0.00

0.00

1.00

1.00

1.00