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
1
39
0
0
0
0
0
0
26.97
0
0
46
0
0
0
0
0
0
28.73
0
1
48
1
20
0
0
0
0
25.34
0
0
61
1
30
0
0
1
0
28.58
1
0
46
1
23
0
0
0
0
23.1
0
0
43
0
0
0
0
1
0
30.3
0
0
63
0
0
0
0
0
0
33.11
1
0
45
1
20
0
0
0
0
21.68
0
1
52
0
0
0
0
1
0
26.36
0
1
43
1
30
0
0
1
0
23.61
0
0
50
0
0
0
0
0
0
22.91
0
0
43
0
0
0
0
0
0
27.64
0
1
46
1
15
0
0
1
0
26.31
0
0
41
0
0
1
0
1
0
31.31
0
0
39
1
9
0
0
0
0
22.35
0
0
38
1
20
0
0
1
0
21.35
1
1
48
1
10
0
0
1
0
22.37
0
0
46
1
20
0
0
0
0
23.38
1
0
38
1
5
0
0
0
0
23.24
0
1
41
0
0
0
0
0
0
26.88
0
0
42
1
30
0
0
0
0
21.59
0
0
43
0
0
0
0
0
0
29.89
0
0
52
0
0
0
0
0
0
34.17
0
0
52
1
20
0
0
0
0
25.11
0
1
44
1
30
0
0
1
0
21.96
0
1
47
1
20
0
0
0
0
24.18
1
0
60
0
0
0
0
0
0
26.59
0
1
35
1
20
0
0
1
0
26.09
0
0
61
0
0
0
0
1
0
32.8
1
0
60
0
0
0
0
0
0
30.36
0
1
36
1
35
0
0
0
0
28.15
0
1
43
1
43
0
0
0
0
27.57
0
0
59
0
0
0
0
1
0
20.77
1
1
61
1
5
0
0
0
0
18.59
1
1
54
1
20
0
0
1
0
24.71
0
1
37
0
0
0
0
1
0
38.53
0
1
56
0
0
0
0
0
0
28.09
0
1
52
0
0
0
0
1
1
40.11
0
0
42
1
1
0
0
1
0
28.93
0
1
36
0
0
0
0
0
0
27.78
0
0
43
1
10
0
0
0
0
26.87
0
0
41
1
1
0
0
0
0
23.28
0
0
52
0
0
1
0
1
0
25.09
1
1
54
0
0
0
0
0
0
26.21
0
0
53
0
0
1
0
1
1
21.51
1
0
49
0
0
0
0
0
0
20.68
0
0
65
0
0
0
0
1
0
30.47
0
1
46
1
20
0
0
0
0
23.59
0
0
63
1
40
0
0
0
0
22.15
1
0
63
1
3
0
0
1
0
27.1
1
1
51
0
0
0
0
0
0
23.47
0
0
47
1
20
0
0
0
0
19.66
0
0
62
0
0
0
0
0
0
28.27
0
0
39
1
20
0
0
0
0
22.54
0
0
46
1
10
0
0
0
0
20.35
0
0
54
1
9
0
0
0
1
17.61
0
1
49
1
2
0
0
1
0
25.65
0
1
44
0
0
0
0
0
0
22.29
0
0
40
1
20
0
0
0
0
25.45
1
1
56
1
20
0
0
0
0
23.58
0
0
67
0
0
0
0
1
0
24.25
0
1
53
1
20
0
0
0
0
19.64
0
0
57
1
3
0
0
0
0
24.88
0
1
57
0
0
0
0
0
0
26.84
1
0
63
0
0
0
0
1
0
28.6
0
0
62
0
0
0
0
1
1
29.64
0
1
38
1
20
0
0
0
0
23.01
0
0
47
1
20
0
0
0
0
20.13
0
0
52
0
0
0
0
0
0
23.51
0
0
63
0
0
0
0
0
0
29.35
0
1
42
1
10
0
0
0
0
28.61
0
0
37
0
0
0
0
0
0
33.29
0
0
41
1
20
0
0
1
0
33.8
0
0
44
1
10
0
0
0
0
22.16
1
0
59
0
0
0
0
1
0
34.55
1
0
44
0
0
0
0
0
0
24.04
0
0
45
0
0
0
0
1
0
45.8
0
1
41
1
43
0
0
1
0
30.58
0
1
60
1
20
0
0
1
0
26.52
0
1
39
0
0
0
0
1
0
32.51
1
0
53
0
0
0
0
0
0
22.49
0
0
52
1
15
0
0
0
0
26.03
0
0
61
0
0
0
0
1
0
29.35
0
0
36
1
15
0
0
0
0
22.73
0
0
62
0
0
0
0
0
0
23.89
0
0
61
1
1
0
0
1
0
38.46
0
1
41
1
43
0
0
0
0
28.56
0
1
41
0
0
0
0
0
0
25.42
0
1
53
1
20
0
0
0
0
18.23
0
1
39
1
15
0
0
0
0
24.8
0
0
51
0
0
0
0
0
0
27.38
0
0
66
0
0
0
0
1
0
28.55
0
1
60
1
30
0
0
0
0
28.57
1
0
65
0
0
0
0
0
0
29.33
0
0
63
1
20
0
0
0
1
26.64
0
0
56
0
0
0
0
1
0
23.72
0
0
56
1
15
0
0
0
0
22.36
0
0
47
1
20
0
0
0
0
27.98
0
0
60
0
0
0
0
1
0
29.66
0
0
45
1
9
0
0
0
0
20.68
0