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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
0
54
0
0
0
0
1
0
26.77
0
0
65
0
0
0
0
1
0
29.93
1
0
58
0
0
0
0
0
0
24.25
0
1
56
1
20
0
0
0
0
22.67
0
1
46
1
20
0
0
0
0
26.55
0
1
64
0
0
0
0
0
0
28.66
0
1
43
1
20
0
0
1
0
24.89
0
1
35
1
20
0
0
0
0
22.78
0
1
46
1
30
0
0
0
0
31.46
0
0
59
0
0
0
0
0
0
19.77
1
0
50
0
0
0
0
0
0
23.06
0
1
62
1
40
0
0
1
0
30.84
1
0
53
1
9
0
0
0
0
27.08
1
1
52
1
25
0
0
1
0
29.63
1
0
57
0
0
0
0
0
0
24.79
0
0
46
1
1
0
0
0
0
34.84
0
1
49
1
15
0
0
0
0
27.17
0
1
47
1
25
0
0
0
0
20.57
0
0
65
0
0
0
0
0
0
24.33
0
0
41
0
0
0
0
0
0
24.56
0
0
61
0
0
0
0
1
0
37.41
0
0
41
1
4
0
0
0
0
22.29
0
0
53
0
0
0
0
0
0
24.64
1
1
36
0
0
0
0
1
0
30.92
0
1
43
0
0
0
0
0
0
30.55
0
1
37
1
20
0
0
0
0
28.07
0
0
62
0
0
0
0
1
0
23.88
0
1
64
0
0
0
0
0
0
16.59
0
0
40
1
20
0
0
0
0
22.55
0
0
49
1
20
0
0
0
0
21.42
0
0
49
0
0
1
0
1
0
26.85
1
0
46
0
0
0
0
0
0
19.98
0
1
47
1
18
0
0
1
0
22.42
1
0
38
0
0
0
0
0
0
21.8
0
1
39
1
5
0
0
1
0
26.47
0
1
43
1
35
0
0
0
0
24.42
0
0
43
0
0
0
0
0
0
22.36
0
1
50
1
30
0
0
0
0
26.29
0
1
48
0
0
0
0
1
0
32.58
0
1
45
0
0
0
0
0
0
26.6
0
0
55
1
20
0
0
1
0
36.62
1
0
61
1
5
0
0
1
0
22.73
0
1
53
0
0
0
0
1
0
29.82
1
0
50
1
20
0
0
1
0
22.18
0
0
40
0
0
0
0
0
0
16.69
0
0
50
0
0
0
0
0
0
26.39
0
1
56
0
0
0
0
1
0
25.79
0
0
44
1
10
0
0
0
0
21.33
1
0
37
1
20
0
0
0
0
23.09
0
0
42
0
0
0
0
0
0
24.56
0
0
54
0
0
0
0
0
0
19.63
0
0
39
0
0
0
0
1
0
30.36
0
0
38
0
0
0
0
0
0
30.24
0
1
42
0
0
0
0
0
0
21.96
0
0
55
0
0
0
0
0
0
26.27
0
1
60
0
0
0
0
0
0
29.23
1
0
66
1
15
0
0
1
0
20.49
0
0
34
0
0
0
0
0
0
20.81
0
0
44
1
15
0
0
0
0
23.29
0
0
49
1
3
0
0
0
0
29.07
0
1
50
0
0
0
0
1
0
25.74
0
0
47
0
0
0
0
0
0
20.27
0
0
63
0
0
0
0
1
0
24.85
1
0
39
1
30
0
0
1
0
24.12
0
1
43
1
43
0
0
0
0
26.84
0
0
59
0
0
0
0
1
0
30.28
1
0
37
1
30
0
0
0
0
28.41
0
1
41
1
10
0
0
0
0
23.27
0
1
59
0
0
0
0
0
0
28.83
1
0
51
0
0
0
0
1
0
37.48
1
1
62
1
3
0
0
0
0
26.97
0
0
51
1
18
0
0
1
0
27.42
0
0
46
1
5
0
0
0
0
22.89
0
1
37
0
0
0
0
0
0
25.83
0
0
60
0
0
0
0
1
1
32.53
0
1
52
1
20
0
0
0
0
20.87
0
1
40
1
30
0
0
0
0
24.01
0
0
52
1
3
0
0
1
0
27.01
0
0
45
0
0
0
0
0
0
23.87
0
0
60
1
20
1
0
1
0
24.22
0
0
41
1
5
0
0
0
0
23.54
0
1
39
1
15
0
0
0
0
30.22
1
0
46
1
5
0
0
0
0
32.49
1
0
40
1
1
0
0
0
0
20.68
0
1
44
0
0
0
0
0
0
28.04
0
1
38
0
0
0
0
0
0
27.05
0
1
60
0
0
0
0
1
0
26.98
0
0
42
1
15
0
0
0
0
21.93
0
1
44
0
0
0
0
1
0
24.44
0
0
47
1
15
0
0
0
0
21.66
0
0
55
0
0
0
0
0
0
24.5
0
1
48
1
15
0
0
0
0
27.61
1
0
61
1
20
0
0
1
0
30.74
1
1
62
1
23
0
0
1
0
19.53
1
0
64
1
9
0
0
1
0
25.16
0
1
46
1
20
0
0
0
0
22.54
1
0
54
0
0
0
0
1
0
23.81
0
1
42
1
35
0
0
0
0
17.81
0
0
41
1
30
0
0
0
0
18.86
0
1
55
1
15
0
0
1
0
28.35
1