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male
int64
0
1
age
int64
32
70
education
float64
1
4
currentSmoker
int64
0
1
cigsPerDay
float64
0
70
BPMeds
float64
0
1
prevalentStroke
int64
0
1
prevalentHyp
int64
0
1
diabetes
int64
0
1
totChol
float64
107
696
sysBP
float64
83.5
295
diaBP
float64
48
143
BMI
float64
15.5
56.8
heartRate
float64
44
143
glucose
float64
40
394
TenYearCHD
int64
0
1
0
48
1
0
0
0
0
0
0
274
110
84
22.51
110
78
0
0
48
3
0
0
0
0
0
0
262
125
80
25.23
85
72
0
0
46
3
1
10
0
0
0
0
205
115
75
19.48
55
78
0
1
43
2
1
40
0
0
1
0
188
137
87
26.28
75
73
0
0
53
4
0
0
0
0
1
0
263
173
89
23.03
65
82
1
1
51
1
1
40
0
0
1
0
227
162.5
104
34.97
90
65
1
0
52
2
1
20
0
0
0
0
410
105
67.5
27.33
75
90
0
0
43
4
0
0
0
0
0
0
223
100
70
22.73
63
68
0
1
65
1
1
6
0
0
1
0
238
146
86
29.47
75
66
0
1
50
3
0
0
0
0
1
1
232
148.5
94
25.78
80
88
1
0
49
1
1
5
0
0
0
0
350
135
86.5
25.56
75
83
1
1
35
2
1
20
0
0
0
0
223
128
82
19.99
80
67
0
0
61
1
1
9
0
0
0
0
252
119
77
23.2
65
65
0
0
44
3
0
0
0
0
0
0
257
129
93
27.56
75
76
0
1
41
4
1
30
0
0
0
0
289
109
74
25.8
70
86
0
1
60
1
0
0
0
0
0
0
266
115.5
82.5
23.68
82
83
1
0
56
1
0
0
null
0
1
0
391
126
84
24.83
80
78
0
1
47
2
1
20
0
0
1
1
296
141
93
28.5
68
332
1
0
41
2
1
20
0
0
0
0
235
129
94
23.71
102
81
0
0
53
2
0
0
0
0
1
0
230
170
113
29.55
115
115
0
1
48
1
0
0
0
0
0
0
231
121
81
27.56
70
85
0
1
39
2
1
25
0
0
0
0
206
124
78
19.98
69
80
0
0
38
3
0
0
0
0
0
0
185
100
72
22.15
85
83
0
0
65
1
0
0
0
0
1
0
223
158
90
27.26
85
93
1
0
39
3
1
8
0
0
0
0
192
109
61
23.36
64
84
0
0
37
2
0
0
0
0
0
0
185
99
59
22.52
70
69
0
0
37
1
0
0
0
0
0
0
181
120.5
80
26.29
71
67
0
0
39
3
0
0
0
0
0
0
190
133
87
32.09
56
80
0
0
52
1
1
10
0
0
0
0
188
130
71
23.88
80
89
0
1
55
4
0
0
0
0
0
0
232
132.5
87
20.72
72
71
0
1
62
1
0
0
0
0
0
0
252
156.5
93
28.65
88
97
1
1
46
1
1
20
0
0
0
0
288
131
81
25.94
90
80
0
1
52
2
1
30
0
0
0
0
222
108
70
23.09
72
61
0
1
68
1
0
0
0
0
1
0
276
127
66.5
25.78
75
104
1
1
45
3
1
20
0
0
0
0
207
111
72
21.49
67
87
0
0
62
1
0
0
0
0
0
0
266
124
69
22.9
66
82
1
0
53
2
0
0
0
0
1
0
279
167
101
30.85
90
87
0
0
42
3
0
0
0
0
0
0
215
111
72
25.38
77
55
0
0
65
1
0
0
1
0
1
0
342
168.5
98.5
23.87
75
60
0
1
63
1
0
0
0
0
1
1
260
155.5
98
30.08
67
109
1
0
49
3
1
15
0
0
0
0
267
107
74
27.8
65
75
0
0
52
2
0
0
0
0
0
0
209
111
79
23.63
96
70
0
0
45
1
0
0
0
0
0
0
219
123.5
80.5
24.45
65
83
0
1
53
1
1
3
0
0
0
0
218
120
80
29.87
90
73
1
0
62
3
1
20
1
0
1
1
358
215
110
37.62
110
368
1
1
40
3
1
30
0
0
0
0
190
110
70
24.63
60
72
0
1
57
1
0
0
1
0
1
0
321
192.5
113
25.94
63
90
1
0
41
1
1
null
0
0
0
0
171
135
82.5
24.35
79
82
0
1
37
4
1
30
0
0
0
0
170
111
74
26
80
67
0
0
46
2
1
15
0
0
0
1
233
106
60
20.84
75
348
0
1
38
2
1
30
0
0
1
0
266
149
91
31.08
69
61
0
1
48
2
1
40
0
0
0
0
228
110
70
21.47
70
76
0
0
62
1
0
0
0
0
0
0
242
137
75
30.51
60
78
0
0
55
4
0
0
0
0
1
0
260
172.5
100.5
32.27
58
72
1
1
68
1
0
0
0
0
0
0
237
130
62
33.52
60
82
0
1
45
1
0
0
0
0
0
0
213
130
80
27.25
68
75
0
1
58
1
1
20
0
0
0
0
290
124
76
21.65
63
81
0
0
46
1
0
0
0
0
0
0
199
102
56
21.96
80
84
0
0
43
2
1
20
0
0
0
0
163
104.5
65
17.84
75
71
1
0
43
1
1
20
0
0
0
0
204
133
86.5
26.01
100
79
0
0
38
4
0
0
0
0
0
0
254
120.5
76
22.73
75
78
0
0
64
3
0
0
0
0
1
0
200
151
90
21.99
70
87
0
0
67
3
1
5
1
0
1
0
245
169
82
26.05
122
122
0
1
45
4
1
10
0
0
1
0
255
111
80
30.92
72
80
0
1
37
2
1
20
0
0
0
0
220
130
83
26.71
68
null
0
1
45
3
0
0
0
0
0
0
347
157
98
26.63
88
80
0
1
48
1
0
0
0
0
1
0
259
147.5
87.5
25.1
65
73
1
1
61
3
1
30
0
0
0
0
228
123
88
26.88
95
67
0
1
52
null
0
0
0
0
0
1
232
130
74
32.52
95
248
1
0
64
2
0
0
0
0
1
0
279
172
87
24.01
80
70
0
0
57
1
0
0
0
0
1
0
277
148
89.5
31.82
86
89
0
1
45
1
1
20
0
0
1
0
256
144
96
26.6
75
83
0
0
46
2
1
20
0
0
0
0
291
124
81
22.02
78
null
1
1
46
null
0
0
0
0
0
0
188
135
95
26.84
60
78
0
1
38
4
1
15
0
0
0
0
248
110
61
22.17
85
55
1
0
56
1
1
40
0
0
1
0
214
147
65
17.68
110
87
1
0
59
1
0
0
0
0
1
0
244
160
85
29.41
72
85
0
0
48
3
0
0
0
0
1
0
205
140
99
24.41
100
92
0
1
61
1
0
0
0
0
0
0
300
127
75
24.93
48
null
0
1
40
4
1
40
0
0
0
0
334
120
77
22.66
82
92
0
1
41
2
0
0
0
0
0
0
246
111.5
67
18.76
65
60
0
0
45
1
0
0
0
0
0
0
285
120
80
27.45
84
93
0
1
59
1
1
43
0
0
0
0
162
117
73
25.01
96
87
0
0
58
2
0
0
0
0
1
0
345
188
102
28.89
95
null
0
1
47
4
0
0
0
0
1
0
270
152.5
108
26.09
90
88
1
0
39
4
0
0
0
0
0
0
181
112
71
21.8
77
67
0
1
65
4
0
0
0
0
0
0
205
106
73
23.14
66
87
0
1
37
1
1
30
0
0
0
0
189
127
85
32.35
88
84
0
1
40
2
0
0
0
0
0
0
192
128
81
25.41
75
76
0
0
53
1
0
0
0
0
1
0
272
165
95
28.92
100
100
0
0
38
3
1
20
0
0
0
0
167
105
70
19.76
80
80
0
0
57
4
0
0
0
0
1
0
236
164
100
25.45
90
67
0
1
42
1
1
20
0
0
0
0
143
119
73
22.04
60
70
0
0
39
2
0
0
0
0
0
0
202
100.5
67
21.33
63
null
0
0
39
4
1
25
0
0
0
0
200
110
68
20.24
79
62
0
0
65
1
0
0
0
0
1
1
304
139
75
25.12
82
116
0
0
46
1
1
10
0
0
0
0
263
110
65
27.27
84
73
0
1
58
2
0
0
0
0
1
0
230
128
88
25.98
75
58
0
1
68
1
0
0
0
0
0
0
258
128
79
29.54
85
86
0
1
40
4
0
0
0
0
1
0
240
150
98
40.38
70
74
0