Datasets:
Nnaodeh
/
Framingham_Stroke_Datasets

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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
1
57
1
0
0
0
0
0
1
213
136.5
87
25.51
58
119
0
0
40
2
1
20
0
0
0
0
165
101
59
23.06
60
76
0
1
61
1
1
20
0
0
0
0
262
129
85
21.77
80
74
0
1
47
1
0
0
0
0
0
0
259
139
79
29.34
70
71
1
0
47
2
1
11
0
0
0
0
229
127
76.5
23.48
65
64
0
0
42
1
1
9
0
0
0
0
200
119
75
22.91
57
69
0
1
56
3
0
0
0
0
0
0
193
114
80
28.41
60
88
0
0
41
1
0
0
0
0
0
0
225
110
60
25.54
75
58
0
1
40
1
1
43
0
0
0
0
216
138
91
22.67
72
null
1
1
58
2
1
null
0
0
0
0
235
127.5
76
21.02
81
135
0
1
48
null
1
40
0
0
0
0
247
133
77.5
33.99
81
95
1
1
65
1
1
20
0
0
0
0
177
119
82.5
21.18
60
88
0
0
61
1
1
9
0
0
0
0
259
134.5
87
22.91
70
91
0
0
52
3
1
9
null
0
0
0
275
102
70.5
20.4
65
null
0
0
47
1
0
0
0
1
0
0
220
124
75.5
24.71
65
68
0
0
41
2
1
16
0
0
1
0
243
159
100
27.78
78
71
0
0
47
1
0
0
0
0
0
0
346
118.5
81
34.56
70
null
0
1
60
1
1
9
0
0
0
0
235
108.5
73.5
21.76
65
102
0
0
37
3
1
20
0
0
0
0
254
119
62.5
28.78
70
69
0
1
36
2
1
25
0
0
0
0
215
110
67
23.1
63
84
0
0
52
4
0
0
1
0
1
0
264
181
112.5
24.8
74
77
1
0
58
2
0
0
0
0
1
1
265
143.5
85
21.68
91
107
0
1
57
1
1
3
0
0
1
0
225
177.5
120
25.48
72
96
1
0
45
3
1
20
0
0
0
0
198
119
80
22.18
78
79
0
0
58
2
1
10
0
0
0
0
226
125
75
24
75
73
0
1
62
1
1
5
0
0
1
0
243
157
96
28.83
75
71
0
0
61
3
0
0
0
0
0
0
235
102
74.5
19.22
67
83
0
1
44
4
1
25
0
0
0
1
241
111
78
27.78
85
167
1
1
48
3
0
0
0
0
0
0
175
131
52
24.95
75
77
0
1
65
1
1
3
0
0
0
0
194
122
68
26.08
60
73
0
1
52
1
1
15
0
0
0
0
212
138
86.5
24.88
60
null
0
0
39
1
0
0
0
0
0
0
186
124
80
29.7
75
102
0
0
46
3
0
0
0
0
0
0
193
106.5
70.5
26.18
75
null
0
0
40
1
1
3
0
0
0
0
173
125
75
25.67
65
102
0
1
63
1
1
20
0
0
1
0
228
141
82
25.84
82
81
1
0
39
2
0
0
0
0
1
0
200
141
87
24.04
75
70
0
0
50
2
0
0
0
0
0
0
240
107.5
70
26.76
67
102
0
1
46
1
1
20
0
0
1
0
253
159
100
27.31
64
70
0
0
47
2
1
30
0
0
0
0
198
143
87
20.86
85
79
1
0
61
2
0
0
1
0
1
0
209
133
93
null
80
null
1
0
64
1
0
0
1
0
1
0
285
160
87
29.97
65
87
0
0
59
2
1
20
0
0
1
0
254
154.5
93
21.82
85
89
0
0
63
3
0
0
0
0
0
0
297
133.5
92
25.09
80
74
0
0
51
2
1
20
0
0
0
0
326
112
83
20.82
104
70
1
1
47
1
1
30
0
0
1
0
190
147.5
92.5
31.31
77
82
0
1
38
2
1
15
0
0
0
0
150
123
76
20.39
60
82
0
0
45
1
0
0
0
0
0
0
288
135
88
25.23
85
79
0
1
61
1
0
0
0
0
0
0
195
113
77
25.51
80
96
0
1
51
2
1
5
0
0
1
0
290
168
103
29.11
80
64
1
1
45
4
1
20
0
0
0
0
257
117.5
82.5
24.62
58
86
0
0
54
1
0
0
0
0
0
0
197
138
80
31.82
72
73
0
0
64
2
1
15
0
0
1
0
259
195
110
20.09
75
63
1
0
49
4
0
0
0
0
0
0
232
125
83
22.17
70
77
0
0
59
3
0
0
1
0
1
0
223
159
102
28.3
62
83
0
1
48
1
1
15
0
0
0
0
240
126
84
25.82
73
60
0
1
48
1
0
0
0
0
1
0
306
140
94
23.95
65
70
0
1
63
3
1
20
0
0
0
0
291
134.5
80
22.49
77
70
0
1
55
4
0
0
0
0
0
0
275
115
78
28.52
73
79
1
0
42
1
1
9
0
0
0
0
231
110
80
19.12
78
70
0
1
59
1
0
0
0
0
0
0
274
144.5
91.5
26.08
67
63
0
0
64
2
0
0
0
0
1
0
272
149.5
86
26.91
85
62
0
0
51
2
0
0
0
0
1
0
261
142
90
28.58
95
84
0
1
54
3
1
40
0
0
0
0
250
114
82
24.39
65
62
0
0
66
1
0
0
0
0
1
0
312
150
74
25.59
72
90
1
1
52
1
1
15
0
0
1
0
253
159
89
23.68
100
null
1
1
36
1
0
0
0
0
0
0
233
128
86.5
35.31
83
76
0
0
54
2
0
0
0
0
1
0
320
165
84
38.31
80
99
0
0
47
3
0
0
0
0
0
0
231
102.5
66
23.4
70
78
0
0
41
1
0
0
0
0
0
0
181
112
75.5
25.14
72
95
0
1
62
4
1
40
0
0
0
0
260
127.5
75
25.35
65
103
1
0
65
1
0
0
0
0
0
0
274
143.5
93
26.82
79
63
0
0
50
1
0
0
0
0
1
0
234
143
90
29.36
70
86
1
1
55
3
1
15
0
0
0
0
215
121.5
81.5
28.45
71
98
0
1
51
4
0
0
null
0
0
0
154
98
66
22.86
63
82
0
1
37
4
1
30
0
0
0
0
210
120
72
23.8
75
97
0
0
68
2
0
0
null
0
0
0
257
144
95
29.25
80
77
0
1
60
1
1
20
0
0
1
0
253
141
92
24.1
75
76
0
0
47
1
0
0
0
0
0
0
205
133
93
27.82
68
60
0
1
38
1
0
0
0
0
0
0
184
102
73
25.69
86
78
0
0
47
3
1
20
0
0
0
0
221
116.5
81
25.85
65
75
0
0
48
1
1
5
0
0
0
0
262
141
88
25.21
80
null
0
1
51
2
0
0
0
0
1
0
227
158
105
27.22
60
96
1
0
61
1
0
0
0
0
1
0
254
168
92
31.63
80
90
0
1
56
1
1
43
0
0
1
0
240
128.5
87.5
31.5
80
null
0
1
41
2
0
0
0
0
0
0
245
139
84
28.76
95
68
0
1
47
1
1
15
0
0
0
0
206
125
72
21.14
80
74
0
0
50
2
1
25
0
0
0
0
330
119
86
26.3
86
null
0
1
37
2
1
30
0
0
0
0
249
112
70
22.79
56
76
0
1
59
1
1
20
0
0
0
0
163
138
80
31.08
70
70
0
1
50
1
1
20
0
0
0
0
265
110
65
24.45
69
70
0
0
44
1
0
0
0
0
0
0
178
113
78
31.93
64
74
0
0
61
1
0
0
0
0
1
0
217
182
86
26.98
105
113
0
0
43
3
1
5
0
0
0
0
214
121
84
24.68
80
74
0
1
62
1
0
0
0
0
0
0
157
130
87
28.73
72
47
0
0
57
4
1
9
0
0
0
0
382
140
94
21.2
98
70
0
1
39
1
1
20
0
0
0
0
228
122.5
87
31.6
100
73
0
1
46
2
1
20
0
0
0
0
179
111
80
20.87
72
76
0
1
49
1
1
20
0
0
1
0
270
160.5
106.5
30.33
75
65
0
0
44
2
1
3
0
0
0
0
239
103
67
26.58
66
73
0
0
62
4
0
0
0
0
0
0
288
118.5
71
26.18
68
87
0