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male
int64
0
1
age
int64
32
70
currentSmoker
int64
0
1
cigsPerDay
int64
0
70
BPMeds
int64
0
1
prevalentStroke
int64
0
1
prevalentHyp
int64
0
1
diabetes
int64
0
1
BMI
float64
15.5
56.8
TenYearCHD
int64
0
1
1
45
1
35
0
0
0
0
26.09
0
0
55
0
0
0
0
0
0
30
1
0
63
1
10
1
0
1
0
26.87
0
1
41
0
0
0
0
1
0
33.29
0
0
46
0
0
0
0
0
0
25.87
0
0
58
0
0
0
0
1
0
26.38
0
0
53
0
0
0
0
0
0
21.35
0
1
59
0
0
0
0
0
0
25.64
1
1
46
0
0
0
0
0
0
27.23
0
0
51
0
0
0
0
0
0
24.41
0
0
42
0
0
0
0
0
0
22.19
0
0
62
0
0
0
0
1
0
30.91
0
1
47
1
30
0
0
0
0
23.46
0
0
43
0
0
0
0
0
0
21.22
0
0
48
1
15
0
0
0
0
24.1
0
0
57
1
1
0
0
0
0
35.17
1
0
43
1
8
0
0
0
0
24.67
0
1
64
0
0
0
0
0
0
26.76
0
0
49
0
0
0
0
0
0
23.17
0
0
45
0
0
0
0
0
0
26.51
0
1
53
1
30
0
0
1
0
23.62
0
1
45
1
30
0
0
0
0
28.68
0
0
52
1
9
0
0
0
0
22.54
1
0
61
0
0
0
0
1
0
32.77
0
0
46
0
0
0
0
0
0
34.52
0
0
48
0
0
0
0
1
0
28.69
0
1
48
1
43
0
0
0
0
21.45
0
1
48
1
20
0
0
0
0
30.43
0
1
44
1
35
0
0
1
0
27.99
1
1
41
1
40
0
0
0
0
22.94
0
0
64
0
0
0
0
0
0
23.09
0
0
53
1
20
0
0
0
0
20.33
0
1
53
1
43
0
0
0
0
23.4
0
1
42
1
20
0
0
0
0
26.62
0
0
38
0
0
0
0
0
0
21.35
0
1
63
0
0
0
0
1
0
29.17
0
1
59
1
9
0
0
0
0
22.82
0
0
46
1
5
0
0
0
0
29.84
0
1
61
0
0
0
0
1
0
24.83
0
0
48
0
0
0
0
0
0
27.49
0
1
57
0
0
0
0
0
0
30.05
0
0
40
0
0
0
0
0
0
27.46
1
0
49
0
0
0
0
0
0
25.77
0
1
43
0
0
1
0
1
0
27.99
0
0
50
0
0
1
0
1
0
23.81
0
0
51
0
0
0
0
0
0
24.08
0
0
58
0
0
0
0
0
1
20.76
1
0
51
1
15
0
0
1
0
25.33
0
0
40
0
0
0
0
0
0
24.26
0
0
46
1
5
0
0
0
0
19.74
0
1
44
1
20
0
0
0
0
22.25
0
1
51
1
20
0
0
0
0
26.37
0
0
44
0
0
0
0
0
0
30.47
0
1
36
1
15
0
0
0
0
25.68
0
1
36
1
35
0
0
0
0
25.82
0
1
64
1
15
1
0
1
0
25.33
1
1
50
1
30
0
0
1
0
35.85
0
0
47
1
9
0
0
0
0
27.96
0
0
42
1
9
0
0
1
0
22.19
0
0
54
0
0
0
0
1
0
22.7
0
0
52
0
0
0
0
1
0
26.64
0
1
52
1
15
0
0
0
0
24.47
0
0
51
0
0
0
0
1
0
21.66
0
0
38
0
0
0
0
0
0
20.42
0
1
45
1
3
0
0
0
0
29.17
0
1
42
1
20
0
0
0
0
22.51
1
1
47
1
30
0
0
0
0
27.01
0
0
43
0
0
0
0
1
0
38.43
0
1
46
0
0
0
0
0
0
28.09
0
0
42
0
0
0
0
0
0
26.81
0
0
45
1
9
0
0
0
0
24.35
0
0
62
0
0
0
0
1
0
22.01
0
0
62
0
0
0
0
1
1
18.99
0
0
57
0
0
0
0
1
0
20.86
1
1
35
1
3
0
0
1
0
29.42
0
0
39
1
10
0
0
0
0
22.88
0
1
36
1
15
0
0
0
0
24.27
0
0
38
1
20
0
0
0
0
29.14
0
1
67
0
0
0
0
1
0
36.04
0
0
64
0
0
0
0
1
0
22.54
1
0
38
0
0
0
0
0
0
22.9
0
1
38
0
0
0
0
0
0
28.68
1
0
43
1
15
0
0
0
0
28.96
0
1
38
0
0
0
0
0
0
26.43
0
0
54
0
0
0
1
0
0
22.5
0
0
41
0
0
0
0
0
0
22.72
0
1
39
1
30
0
0
0
0
31.09
0
1
39
0
0
0
0
0
0
31.38
0
0
50
0
0
0
0
0
0
23.88
0
1
68
0
0
0
0
1
1
33.16
1
1
54
0
0
0
0
1
0
30.62
0
0
49
0
0
0
0
0
0
29.01
0
0
40
1
20
0
0
0
0
23.58
0
1
60
0
0
0
0
0
0
23.77
0
1
38
1
7
0
0
0
0
26.65
0
0
48
1
20
0
0
0
0
19.42
0
0
52
0
0
0
0
0
0
25.68
0
1
50
1
30
0
0
0
0
29.64
0
0
50
0
0
0
0
0
0
23.44
0
1
44
0
0
0
0
0
0
29.89
0