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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
45
1
5
0
0
0
0
23.45
0
1
57
0
0
0
0
0
0
25.62
0
0
65
1
3
0
0
1
0
39.54
0
0
58
1
8
1
0
1
0
31.18
0
1
42
1
20
0
0
1
0
29.76
0
1
38
0
0
0
0
0
0
26.49
0
1
41
1
20
0
0
0
0
25.51
1
0
61
0
0
0
0
0
0
30.65
0
0
63
0
0
0
0
1
0
28.87
1
1
43
0
0
0
0
0
0
23.05
0
1
43
1
15
0
0
0
0
26.32
0
1
52
1
30
0
0
0
0
25.95
1
0
48
0
0
0
0
0
0
33.29
0
0
45
0
0
0
0
0
0
28.06
0
1
44
1
20
0
0
0
0
23.77
0
0
49
1
30
1
0
1
0
18.44
0
1
42
1
20
0
0
0
0
19.97
0
0
42
1
6
0
0
0
0
24.1
0
0
57
1
20
1
0
1
0
27.04
0
1
57
0
0
0
0
0
0
25.57
0
0
54
0
0
0
0
0
0
21.93
0
1
39
0
0
0
0
1
0
25.91
0
0
50
1
10
0
0
1
0
27.71
0
0
49
1
1
0
0
0
0
22.02
0
1
49
1
20
0
0
0
0
28.4
0
1
48
0
0
0
0
1
0
25.79
0
0
39
1
9
0
0
0
0
22
0
0
54
0
0
0
0
0
0
24.96
0
0
51
0
0
0
0
0
0
21.8
0
1
54
1
30
0
0
1
0
27.03
0
0
58
0
0
0
0
1
0
28.4
0
0
45
0
0
0
0
0
0
27.73
0
1
60
0
0
0
0
0
0
24.8
0
1
47
1
1
0
0
0
0
24.27
0
0
40
0
0
0
0
1
0
23.45
0
0
64
0
0
0
0
0
0
35.62
0
0
47
0
0
0
0
1
0
28.02
0
1
54
1
30
0
0
0
0
21.78
0
1
60
1
40
0
0
1
0
26.68
1
1
48
0
0
1
0
1
0
28.11
0
0
41
0
0
0
0
0
0
20.72
0
0
36
0
0
0
0
0
0
26.32
0
1
37
0
0
0
0
1
0
28.61
0
0
39
0
0
0
0
0
0
24.2
0
1
63
0
0
0
0
1
0
29.76
0
1
66
1
3
0
0
1
0
26.35
0
0
48
0
0
0
0
1
0
32.67
0
0
37
1
1
0
0
1
0
43.48
0
0
64
0
0
0
0
1
0
32.68
0
0
46
0
0
0
0
0
0
28.04
0
1
38
0
0
0
0
0
0
30.19
1
0
43
1
20
0
0
0
0
23.43
0
0
44
1
5
0
0
0
0
24.3
0
1
44
1
20
0
0
0
0
26.09
0
0
63
1
9
0
0
1
0
20.5
0
1
63
0
0
0
0
1
0
26.6
1
0
46
0
0
0
0
1
0
26.72
0
0
46
0
0
0
0
0
0
26.15
0
1
60
1
20
0
0
0
0
26.53
0
1
61
1
13
0
0
0
0
26.28
0
0
51
1
5
0
0
0
0
20.72
0
1
63
1
9
0
0
0
0
27.8
0
1
61
1
15
0
0
1
0
25.08
0
1
36
0
0
0
0
1
0
24.39
0
1
43
1
15
0
0
0
0
28.77
0
1
60
1
12
0
0
0
0
22.17
1
1
46
1
20
0
0
0
0
20.1
0
0
48
1
20
0
0
1
0
24
0
1
66
1
20
0
0
1
0
25.41
1
1
40
1
20
0
0
0
0
28.4
0
0
42
0
0
0
0
0
0
27.23
0
0
44
1
10
0
0
1
0
25.25
0
1
46
1
20
0
0
1
0
29.15
0
0
50
1
15
0
0
0
0
25.26
1
0
40
0
0
0
0
0
0
31.77
0
1
50
1
20
0
0
1
0
25.9
1
0
49
1
9
0
0
0
0
28.66
1
0
42
1
9
0
0
0
0
22.9
0
0
39
0
0
0
0
0
0
24.26
0
1
49
0
0
0
0
0
0
33.14
1
0
50
0
0
0
0
1
0
24.59
1
0
58
0
0
0
0
1
0
22.09
0
0
41
1
9
0
0
0
0
19.23
0
1
37
0
0
0
0
0
0
26.09
1
1
43
0
0
0
0
0
0
28.82
0
0
64
1
30
0
0
0
0
26.42
0
0
49
0
0
0
0
0
0
29.36
0
0
40
0
0
0
0
0
0
24.75
0
1
48
1
25
0
0
1
0
25.09
0
0
63
0
0
0
0
1
0
20.15
1
0
51
0
0
0
0
0
0
28.25
0
0
64
0
0
0
0
0
0
27.96
0
0
58
0
0
0
0
1
0
36.91
1
0
48
1
17
0
0
0
0
24.35
0
1
37
1
25
0
0
0
0
29.19
0
0
58
1
20
0
0
1
0
25.56
1
0
55
0
0
0
0
1
0
24.71
0
0
42
0
0
0
0
0
0
23.98
0
1
43
1
30
0
0
0
0
28.36
0
0
44
1
9
0
0
0
0
27.51
0