Datasets:
criticalDanger
/
HeartDiagnose

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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
39
1
9
0
0
0
0
22.91
0
0
58
0
0
1
0
1
0
36.65
0
0
40
1
20
0
0
0
0
21.83
0
1
37
1
9
0
0
0
0
19.68
0
1
64
0
0
0
0
1
0
21.68
0
1
62
0
0
1
0
1
0
27.27
0
1
35
0
0
0
0
0
0
34.04
0
1
48
1
20
0
0
1
0
20.72
1
1
37
1
16
0
0
0
0
23.51
0
1
52
0
0
0
1
0
0
29.93
1
1
51
1
20
0
0
0
0
29.29
0
0
66
1
1
1
0
1
0
32.6
0
0
54
0
0
0
0
1
0
30.47
0
1
55
0
0
0
0
1
0
24.8
1
1
57
1
20
0
0
0
0
28.18
0
1
39
1
20
0
0
0
0
26.11
0
1
59
0
0
0
0
0
0
27.88
1
0
55
0
0
0
0
0
0
25.41
0
1
42
1
20
0
0
0
0
25.31
0
0
45
0
0
0
0
0
0
19.16
0
0
48
1
20
0
0
0
0
21.97
0
0
50
1
10
0
0
0
0
24.22
0
0
37
1
20
0
0
0
0
25.87
0
0
57
0
0
0
0
0
0
22.99
0
1
57
1
20
0
0
1
0
27.56
0
0
42
1
30
0
0
0
0
26.58
0
0
67
1
15
0
0
1
0
25.35
0
1
44
0
0
0
0
0
0
26.49
0
0
59
1
15
0
0
0
0
25.97
0
1
47
0
0
0
0
0
0
24.54
0
0
59
1
10
1
0
1
0
39.82
1
1
46
0
0
0
0
1
0
30.41
0
0
39
0
0
0
0
0
0
26.74
0
1
45
0
0
0
0
0
0
30.34
0
1
53
0
0
0
0
0
0
28.15
1
0
67
1
3
0
0
1
0
35.01
0
1
57
0
0
0
0
0
1
28.09
1
0
46
1
15
0
0
0
0
25.18
1
1
45
1
1
0
0
1
0
28.74
0
1
60
0
0
0
0
1
0
29.37
0
1
53
0
0
0
0
1
0
26.86
0
1
43
1
20
0
0
0
1
26.91
0
0
45
1
7
0
0
0
0
21.94
0
0
68
1
20
0
0
1
0
31.64
1
0
57
0
0
0
0
0
0
24.76
0
1
59
0
0
0
0
1
0
28.7
0
0
54
0
0
1
0
1
0
22.91
0
0
44
1
10
0
0
0
0
23.82
0
0
50
0
0
0
0
1
0
27.08
0
0
39
1
20
0
0
0
0
19.8
0
0
43
1
15
1
0
1
0
22.35
0
0
36
0
0
0
0
0
0
22.19
0
1
54
0
0
0
0
0
0
23.4
0
0
41
0
0
0
0
0
0
23.78
0
1
60
0
0
0
0
0
0
23.96
1
0
63
0
0
0
0
1
0
25.94
0
1
41
0
0
0
0
0
0
19.09
0
1
52
0
0
0
0
0
0
23.96
0
1
53
1
20
0
0
1
0
24.76
0
0
37
1
15
0
0
0
0
18.3
0
0
45
1
5
0
0
1
0
27.94
0
1
47
1
20
0
0
0
0
24.45
0
1
38
1
20
0
0
0
0
30.34
0
0
40
0
0
0
0
0
0
22.98
0
1
37
1
20
0
0
0
0
25.23
0
1
65
0
0
0
0
0
1
23.95
1
0
49
1
9
0
0
1
0
29.3
0
0
39
1
20
0
0
0
0
25.31
0
0
41
0
0
0
0
1
0
35.42
0
1
48
0
0
0
0
0
0
23.68
0
1
50
0
0
0
0
1
0
25.2
0
0
67
0
0
0
0
0
0
30.12
0
1
41
1
30
0
0
0
0
25.67
0
1
46
0
0
0
0
0
0
31.93
0
0
43
0
0
0
0
0
0
20.43
0
0
55
0
0
0
0
0
0
30.61
0
1
55
1
20
0
0
0
0
24.24
0
0
48
1
9
0
0
1
0
27.86
0
0
48
0
0
0
0
1
0
29.34
0
0
38
0
0
0
0
0
0
27.14
0
0
48
0
0
0
0
0
0
24.57
0
0
40
0
0
0
0
0
0
23.28
0
0
57
0
0
0
0
1
0
27.38
0
0
40
0
0
0
0
0
0
24.87
0
0
64
0
0
0
0
1
0
23.33
0
0
53
0
0
0
0
0
0
27.04
1
1
46
1
9
0
0
1
0
32.37
0
0
51
1
6
0
0
0
0
23.66
0
0
40
0
0
0
0
0
0
28
0
1
63
0
0
0
0
0
0
27.06
0
1
52
1
20
0
0
1
0
26.56
0
0
41
1
20
0
0
1
0
32.52
0
0
50
1
20
0
0
1
0
19.88
0
1
36
0
0
0
0
0
0
25.88
0
0
51
0
0
0
0
0
0
27.73
0
1
40
1
19
1
0
1
0
24.91
0
0
45
0
0
0
0
0
0
24.35
0
0
40
0
0
0
0
1
0
36.79
0
0
43
0
0
0
0
0
0
24.59
0
1
54
0
0
0
0
1
0
23.63
1