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
51
0
0
1
0
1
0
23.48
0
1
38
0
0
0
0
0
0
21.43
0
0
60
1
20
0
0
0
0
21.07
0
0
36
1
15
0
0
0
0
28.74
0
0
52
0
0
0
0
1
0
37.02
0
1
47
0
0
0
0
0
1
29.17
0
0
39
1
15
0
0
0
0
25.19
0
1
58
0
0
0
0
1
0
28.38
0
0
40
1
20
0
0
0
0
22.37
0
1
49
0
0
0
0
1
0
31.67
0
0
52
0
0
0
0
1
0
30.99
0
1
40
1
20
0
0
0
0
28.04
1
0
55
1
5
0
0
0
0
26.21
0
1
58
1
3
0
0
0
0
23.27
0
1
48
0
0
0
0
0
0
30.28
0
0
54
0
0
0
0
0
0
24.89
0
1
60
1
19
0
0
0
0
28.09
0
0
41
0
0
0
0
0
0
20.11
0
0
40
1
3
0
0
0
0
31.57
0
0
43
1
1
0
0
0
0
25.89
0
0
54
1
20
0
0
0
0
27.49
0
0
49
0
0
0
0
1
0
27.1
0
1
53
0
0
0
0
0
0
26.5
0
1
44
1
20
0
0
0
0
23.85
1
0
67
0
0
0
0
1
0
33.6
0
0
44
1
20
0
0
0
0
23.1
0
0
42
1
15
0
0
0
0
27.01
0
0
37
0
0
0
0
0
0
23.28
0
0
53
1
9
0
0
0
0
22.91
0
1
45
0
0
0
0
0
0
23.95
0
0
64
0
0
0
0
1
0
35.35
0
0
36
1
20
0
0
0
0
22.02
0
1
64
1
20
0
0
1
0
22.46
0
0
54
1
2
0
0
0
0
29.45
0
1
55
1
5
0
0
1
0
28.69
0
1
59
1
3
0
0
1
1
25.91
1
1
55
1
20
0
0
1
0
23.55
0
0
60
0
0
0
0
0
0
26.76
0
0
57
0
0
0
0
1
0
25.27
0
0
42
0
0
0
0
0
0
30.55
0
1
59
1
40
0
0
1
0
33
1
0
58
0
0
0
0
1
0
24.51
0
0
57
0
0
0
0
1
0
24.27
0
0
58
0
0
0
0
1
0
23.96
1
1
51
1
10
0
0
0
0
21.19
0
1
49
1
20
0
0
0
0
35.96
0
0
64
1
10
0
0
1
0
26.24
0
0
52
0
0
0
0
0
0
29.09
0
1
41
1
20
0
0
1
0
35.53
0
0
47
1
9
0
0
0
0
24.08
0
1
44
1
25
0
0
0
0
34.89
0
1
40
1
30
1
0
1
0
27.42
0
0
39
0
0
0
0
0
0
20.7
0
0
38
1
20
0
0
0
0
24.45
0
1
64
0
0
0
0
1
0
37.38
0
1
44
1
30
0
0
0
0
31.62
0
1
53
0
0
0
0
0
0
28.27
0
0
43
0
0
0
0
0
0
24.83
0
0
53
0
0
0
0
0
0
17.89
0
0
60
0
0
0
0
1
0
23.03
1
0
48
1
20
0
0
0
0
19.72
1
0
48
0
0
0
0
0
0
21.35
0
0
50
0
0
0
0
1
0
30.47
0
0
45
1
20
0
0
0
0
26.45
0
0
56
1
30
0
0
0
0
18.62
0
1
61
1
5
0
0
0
0
22.01
0
1
44
0
0
0
0
0
0
30.32
0
0
43
0
0
0
0
0
0
20.82
1
0
59
1
35
0
0
1
0
31.52
1
0
41
0
0
0
0
0
0
29.01
0
0
42
1
10
0
0
0
0
21.98
0
1
61
1
20
0
0
0
0
25.86
1
1
61
0
0
0
0
0
0
31.31
0
0
43
0
0
0
0
0
0
26.01
0
0
53
0
0
0
0
1
0
32.6
0
0
47
1
4
0
0
0
0
20.32
0
1
55
0
0
0
0
1
0
24.8
0
1
38
0
0
0
0
0
0
28.03
0
1
46
1
20
0
0
0
0
24.17
0
0
64
0
0
0
0
1
0
21.11
0
0
40
1
5
0
0
0
0
21.32
0
0
60
0
0
0
0
0
0
33.88
0
0
63
0
0
0
0
1
1
36.54
0
0
64
0
0
0
0
1
0
25.16
0
1
45
0
0
0
0
0
0
21.07
0
1
47
1
20
0
0
0
0
18.88
0
1
54
0
0
0
0
0
0
27.93
0
0
42
1
20
0
0
0
0
29.47
0
0
52
0
0
0
0
1
0
22
0
1
46
0
0
0
0
0
0
25.86
0
0
55
0
0
0
0
1
0
56.8
1
0
40
1
20
0
0
0
0
18.75
0
1
44
1
20
0
0
0
0
23.39
0
1
52
1
30
0
0
0
0
26.55
0
0
65
0
0
0
0
0
0
25.41
0
0
51
0
0
0
0
1
0
26.91
0
0
42
0
0
0
0
0
0
31.75
0
1
42
1
20
0
0
0
0
25.35
0
1
58
1
15
0
0
0
0
29.66
0
0
40
1
10
0
0
0
0
23.46
0