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
46
1
40
0
0
0
0
26.42
1
1
47
1
25
0
0
1
0
24.49
1
1
64
0
0
0
0
1
0
32.52
0
1
49
0
0
0
0
1
0
23.03
0
0
42
1
10
0
0
0
0
21.34
0
0
60
1
15
0
0
0
0
22.66
0
0
56
0
0
0
0
0
0
31.11
0
0
48
0
0
0
0
0
0
26.13
0
1
39
1
30
0
0
1
0
32.66
0
0
62
0
0
0
0
1
0
27.23
0
0
45
1
20
0
0
0
0
20.56
0
1
61
1
20
0
0
1
0
28.74
0
1
55
1
25
0
0
1
0
23.65
0
1
58
1
5
0
0
0
0
23.72
0
0
53
1
5
0
0
0
0
23.71
1
0
37
1
20
0
0
0
0
20.24
0
1
36
1
20
0
0
1
0
25.35
0
0
60
0
0
0
0
1
0
24.61
0
0
53
0
0
0
0
1
0
22.73
1
1
62
1
20
0
0
0
0
20.56
0
0
59
0
0
0
0
0
0
29.16
1
1
44
1
40
0
0
1
0
25.38
0
1
43
0
0
0
0
1
0
25.29
0
0
47
1
2
0
0
0
0
20.15
0
0
40
0
0
0
0
0
0
17.64
0
0
53
0
0
0
0
1
0
31.5
0
0
47
1
40
0
0
1
0
27.05
0
0
51
1
30
0
0
1
0
26.27
0
1
48
1
9
0
0
1
0
27.75
0
1
48
1
30
0
0
0
0
26.6
0
0
43
0
0
0
0
0
0
23.33
0
0
47
1
20
0
0
0
0
20.89
0
0
43
0
0
0
0
0
0
25.32
0
1
56
1
20
0
0
1
0
24.87
1
0
34
1
20
0
0
0
0
20.79
0
0
47
0
0
0
0
0
0
21.93
0
0
49
1
15
0
0
0
0
19.25
0
1
66
1
30
0
0
0
1
28.62
1
0
39
1
5
0
0
0
0
27.35
0
0
58
0
0
0
0
1
0
20.34
0
1
57
1
20
0
0
1
0
27.1
0
0
63
0
0
0
0
0
0
25.31
0
0
53
0
0
0
0
1
0
31.31
0
1
38
0
0
0
0
0
0
26.69
0
1
57
1
20
0
0
1
0
28.3
0
0
49
0
0
0
0
0
0
20.94
0
0
47
0
0
0
0
1
0
22.88
0
0
36
1
1
0
0
0
0
25.07
1
0
42
1
9
0
0
0
0
23.48
0
0
39
1
15
0
0
0
0
20.39
0
1
52
1
20
0
0
0
0
26.48
1
1
64
0
0
0
0
0
0
23.98
0
0
61
0
0
0
0
0
0
22.48
0
0
54
0
0
0
0
1
0
29.76
0
0
61
0
0
0
0
1
0
42.53
0
1
52
1
3
0
0
1
0
27.78
1
0
38
0
0
0
0
0
0
26.57
0
0
51
1
30
0
0
0
0
28.5
0
0
37
1
10
0
0
0
0
22.89
0
1
52
1
15
0
0
0
0
24.54
1
1
50
1
20
0
0
1
0
31.27
0
1
60
1
20
1
0
1
0
29.59
1
1
39
0
0
0
0
0
0
26.82
0
1
57
1
20
0
0
1
0
24.07
1
0
64
0
0
0
0
1
0
20.67
0
0
55
1
10
0
0
0
0
22.19
0
0
45
1
2
0
0
0
0
26.24
0
0
67
0
0
0
0
0
0
24.53
0
0
40
0
0
0
0
0
0
28.46
0
0
48
1
5
0
0
0
0
32.67
0
0
53
1
10
0
0
0
0
25.46
1
0
50
1
10
0
0
0
0
22.02
0
1
47
0
0
0
0
0
0
28.23
0
1
42
0
0
0
0
0
0
23.61
0
1
53
0
0
0
0
1
0
26.26
0
1
39
0
0
0
0
0
0
28.59
0
1
39
1
30
0
0
0
0
23.39
0
0
64
0
0
0
0
1
0
32.32
0
0
61
1
1
0
0
0
0
24.03
0
0
46
0
0
0
0
0
0
21.35
0
1
47
1
9
0
0
0
0
20.12
0
1
49
1
30
0
0
0
0
26.62
0
0
55
0
0
0
0
0
0
22.89
0
0
37
0
0
0
0
0
0
26.98
0
0
41
0
0
0
0
0
0
23.64
0
1
46
0
0
0
0
0
0
29.91
0
0
64
0
0
0
0
1
0
26.15
0
0
43
0
0
0
0
0
0
22.36
0
1
50
0
0
0
0
0
0
28.86
0
0
38
0
0
0
0
0
0
23.09
0
0
56
0
0
0
0
0
0
31.1
0
1
53
1
20
0
0
1
0
25.09
0
0
51
1
1
0
0
0
0
21.02
0
1
42
1
30
0
0
0
0
28.3
0
1
58
1
1
0
0
0
0
25.67
0
0
54
1
20
0
0
0
0
31.82
0
1
53
0
0
0
0
0
0
23.85
0
1
58
0
0
0
0
0
0
28.92
0
1
60
1
5
0
0
0
0
28.76
0
1
62
0
0
0
0
0
0
28.5
0