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
37
1
20
0
0
0
0
24.46
0
0
50
0
0
0
0
1
0
29.35
0
1
58
0
0
0
0
0
0
29.63
1
1
42
1
5
0
0
0
0
26.17
0
1
48
1
20
0
0
0
0
27.97
0
0
32
1
15
0
0
0
0
29.84
0
0
39
0
0
0
0
0
0
25.57
0
0
54
1
5
0
0
1
0
27.34
0
0
50
0
0
0
0
1
0
22.99
0
0
60
0
0
0
0
1
0
28.53
1
0
54
0
0
0
0
1
0
29.23
0
0
46
0
0
0
0
0
0
22.9
0
0
50
0
0
0
0
0
0
39.08
1
1
45
0
0
0
0
1
0
31.9
0
1
63
0
0
0
0
0
0
24.38
0
1
60
0
0
0
0
0
0
29.99
0
0
52
0
0
0
0
0
0
27.02
1
1
58
0
0
0
0
1
1
26.27
1
0
38
1
10
0
0
0
0
33.14
0
1
59
1
30
0
0
0
0
28.61
0
0
41
0
0
0
0
0
0
23.57
0
1
46
1
20
0
0
0
0
29.28
0
0
53
0
0
0
0
1
0
29.3
1
1
50
0
0
0
0
0
0
30.41
0
0
57
1
1
0
0
0
0
22.55
0
1
40
1
20
0
0
0
0
26.51
0
0
41
0
0
0
0
0
0
23.92
0
0
41
1
9
0
0
0
0
39.69
0
0
56
0
0
0
0
0
0
25.5
0
0
49
0
0
0
0
1
0
25.29
1
1
47
0
0
0
0
0
0
23.75
0
1
64
0
0
0
0
0
0
23.29
0
0
59
1
15
0
0
0
1
25.18
0
1
40
1
8
0
0
1
0
23.81
0
0
45
1
3
0
0
0
0
25.38
0
0
46
0
0
0
0
0
0
22.19
0
0
42
0
0
0
0
1
0
34.55
0
1
62
1
10
0
0
0
0
31.11
0
0
41
1
20
0
0
0
0
25.27
0
0
35
0
0
0
0
0
0
22.88
0
0
37
1
10
0
0
0
0
21.8
0
1
55
1
30
0
0
0
0
30.16
0
1
56
1
30
0
0
1
0
26.64
0
1
51
1
15
0
0
0
0
24.1
1
0
62
0
0
0
0
0
1
21.34
0
0
49
1
20
0
0
0
0
22.86
1
0
44
1
3
0
0
0
0
21.11
0
1
47
1
15
0
0
1
0
27.31
0
1
39
1
20
0
0
0
0
23.57
0
0
51
1
10
0
0
0
0
24.14
0
1
48
1
17
0
0
0
0
27.33
0
1
43
1
20
0
0
0
0
19.05
0
0
65
0
0
0
0
0
0
25.83
0
0
65
0
0
0
0
1
0
30.12
0
1
56
1
20
0
0
1
0
25.49
1
0
61
1
25
0
0
0
0
26.58
0
1
45
1
9
0
0
1
0
28.04
0
0
61
0
0
0
0
0
0
21.97
0
0
53
0
0
0
0
1
0
27.49
0
0
65
0
0
0
0
0
0
29.48
0
0
34
1
10
0
0
0
0
22.15
0
1
46
1
9
0
0
1
0
30.1
0
1
49
1
20
0
0
1
0
19.7
1
0
63
0
0
0
0
0
0
25.58
0
1
55
1
20
0
0
0
0
28.57
0
1
42
1
9
0
0
0
0
22.4
0
0
44
1
5
0
0
0
0
32.82
0
1
49
1
9
0
0
0
0
21.86
0
1
60
1
20
0
0
0
0
19.54
1
0
47
1
20
0
0
0
0
23.26
0
1
49
1
20
0
0
0
0
20.26
0
0
52
1
20
0
0
0
0
21.84
0
0
41
0
0
0
0
0
0
24.88
0
1
36
1
20
0
0
0
0
30.2
0
0
50
1
9
0
0
1
0
20.3
0
1
59
1
20
0
0
1
0
29.07
1
1
44
1
43
0
0
0
0
27.43
0
0
49
0
0
0
0
0
0
27.49
0
1
51
0
0
0
0
0
0
27.78
0
0
56
1
20
0
0
1
0
23.4
1
1
38
0
0
0
0
0
0
29.84
0
1
66
0
0
0
0
1
0
32.33
1
0
54
0
0
0
0
0
0
22.54
0
0
48
1
25
0
0
0
0
23.25
0
0
63
1
30
1
0
1
0
27.68
0
1
63
1
20
0
0
1
0
24.91
0
0
50
1
30
0
0
1
0
22.17
0
1
51
0
0
0
0
1
0
29.11
0
1
48
0
0
0
0
0
0
26.09
0
0
60
0
0
0
0
1
0
32.76
0
1
48
1
20
0
0
0
0
24.24
0
1
58
0
0
0
0
0
0
23.97
0
0
44
0
0
0
0
0
0
23.07
0
0
39
1
20
0
0
0
0
17.51
0
0
37
1
9
0
0
0
0
23.55
0
1
56
1
20
0
0
0
0
24.58
0
1
59
0
0
0
0
1
0
28.23
0
0
53
0
0
0
0
1
0
24.65
0
1
59
0
0
0
0
0
0
25.45
1
1
65
0
0
0
1
1
0
29.36
1