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
52
0
0
0
0
0
0
25.89
0
1
51
1
20
0
0
1
0
26.83
1
1
39
0
0
0
0
0
0
22.32
0
0
51
0
0
0
0
0
0
26.65
0
0
55
0
0
0
0
0
0
29.17
0
1
43
1
25
0
0
0
0
23.84
0
0
67
0
0
0
0
0
0
21.8
0
0
55
0
0
0
0
1
0
23.43
0
0
39
0
0
0
0
0
0
24.1
0
1
54
0
0
0
0
0
0
20.55
0
1
41
1
30
0
0
0
0
26.26
0
0
48
0
0
0
0
0
0
27.04
0
0
45
0
0
0
0
0
0
21.56
0
1
61
1
3
0
0
1
0
24.12
0
1
38
1
30
0
0
1
0
27.8
0
0
49
1
1
0
0
0
0
19.39
0
0
47
1
2
0
0
0
0
25.86
0
0
59
0
0
0
0
1
0
24.39
0
0
60
0
0
0
0
0
0
24.57
0
0
48
1
20
0
0
1
0
26.35
0
1
37
1
30
0
0
0
0
27.22
0
0
48
0
0
0
0
0
0
25.48
0
1
39
1
60
0
0
0
0
23.6
0
1
46
1
20
0
0
0
0
22.78
0
0
58
0
0
0
0
1
0
22.88
0
1
46
1
5
0
0
0
0
23.28
1
0
65
0
0
0
0
0
0
19.83
0
0
59
0
0
0
0
0
0
18.43
0
1
52
0
0
0
0
0
0
29.51
1
0
40
0
0
0
0
0
0
19.78
0
1
54
1
30
0
0
0
0
26.77
0
0
51
0
0
0
0
0
0
29.8
0
0
60
0
0
0
0
0
0
18.87
0
1
51
1
50
0
0
0
0
27.77
0
0
44
0
0
0
0
0
0
24.12
0
0
47
1
20
0
0
1
0
32.07
0
1
59
0
0
0
0
0
0
29.77
0
1
40
0
0
0
0
0
0
26.56
0
1
50
1
60
0
0
1
0
30.46
0
0
54
0
0
0
0
1
0
20.51
0
0
53
0
0
0
0
1
0
24.16
0
0
51
0
0
0
0
0
0
23.53
0
1
61
1
7
0
0
1
0
29.82
0
1
41
0
0
0
0
1
0
30.69
0
0
47
0
0
0
0
0
0
27.86
0
0
46
1
3
0
0
0
0
21.82
0
0
60
0
0
0
0
1
0
25.38
1
0
49
0
0
0
0
0
0
24.46
0
0
57
0
0
1
0
1
0
26.08
0
0
45
0
0
0
0
1
0
30.35
1
0
39
0
0
0
0
0
0
25.73
0
1
61
0
0
0
0
0
0
27.33
0
0
40
0
0
0
0
0
0
21.12
0
1
55
0
0
0
0
0
0
26.36
0
1
61
0
0
0
0
0
0
24.38
0
1
52
1
20
0
0
0
1
27.52
1
1
54
0
0
0
0
0
0
35.85
0
0
50
0
0
0
0
1
0
24.94
0
1
37
1
60
0
0
0
0
23.87
0
0
55
0
0
0
0
0
0
28.27
0
0
61
1
20
0
0
1
0
26.11
0
0
63
0
0
0
0
0
0
22.62
0
0
57
0
0
0
0
0
0
28.36
0
1
46
1
20
0
0
0
0
18
0
0
58
1
3
0
0
0
0
23.38
0
0
57
0
0
0
0
0
0
27.01
0
0
40
1
15
0
0
0
0
22.52
0
0
43
1
20
0
0
0
0
23.09
0
0
46
0
0
0
0
0
0
23.29
0
1
52
1
20
0
0
0
0
18.65
0
0
52
0
0
0
0
0
0
26.36
0
1
64
0
0
0
0
0
0
21.85
0
1
62
0
0
0
0
0
0
22.68
0
0
42
0
0
0
0
1
0
25.15
0
0
47
1
20
0
0
0
0
22.18
0
1
38
1
20
0
0
0
0
31.22
0
1
52
0
0
0
0
0
0
26
0
1
42
1
20
0
0
0
0
29
0
1
39
1
20
0
0
0
0
23.98
0
0
51
0
0
0
0
1
0
33.66
0
0
38
0
0
0
0
0
0
23.05
0
0
63
0
0
0
0
0
0
16.92
1
0
41
0
0
0
0
0
0
26.22
0
1
58
1
20
0
0
0
0
26.33
1
0
47
1
43
0
0
0
0
20.05
0
1
36
0
0
0
0
0
0
20.86
0
0
56
0
0
0
0
0
0
22.69
0
0
47
1
9
0
0
1
0
22.18
1
1
49
1
20
0
0
1
0
23.19
0
0
41
1
43
0
0
1
0
38.75
0
0
57
1
20
1
0
1
0
22
1
1
51
1
10
0
0
1
0
30.39
0
0
40
0
0
0
0
0
0
26.13
0
0
37
0
0
0
0
1
0
27.17
0
0
44
0
0
0
0
1
0
44.55
0
0
36
1
25
0
0
0
0
21.34
0
0
61
0
0
0
0
1
0
21.64
0
0
51
1
15
0
0
0
0
22.73
0
0
43
1
20
0
0
0
0
20.86
0
0
48
0
0
0
0
0
0
17.11
0