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age
int64
30
65
gender
int64
0
1
height
int64
55
250
weight
int64
40
200
ap_hi
int64
80
240
ap_lo
int64
50
120
cholesterol
int64
1
3
gluc
int64
1
3
smoke
int64
0
1
alco
int64
0
1
active
int64
0
1
cardio
int64
0
1
40
1
170
60
140
100
1
1
0
0
1
0
40
0
169
83
120
80
1
1
0
0
0
0
40
1
178
66
120
80
1
1
0
0
0
0
40
0
155
63
120
80
2
1
0
0
1
0
40
1
173
73
110
80
2
2
0
0
1
0
40
0
150
65
157
73
1
1
0
0
1
0
40
0
169
70
120
70
1
2
0
0
1
0
40
0
162
52
110
60
1
1
0
0
0
0
40
1
180
94
125
80
2
1
0
1
0
1
40
1
156
51
100
75
1
1
0
0
1
0
40
0
164
62
110
70
1
1
0
0
1
0
40
0
164
68
90
60
2
1
0
0
1
0
40
1
167
85
180
100
1
1
0
0
1
1
40
0
162
96
120
85
1
1
0
0
1
0
40
1
167
73
140
80
1
1
1
0
1
1
40
0
165
80
120
80
1
1
0
0
1
0
40
0
167
73
120
80
1
1
0
0
0
1
40
1
175
63
120
80
1
1
1
0
1
0
40
0
161
65
120
70
1
1
0
0
1
0
40
0
153
46
100
60
1
1
0
0
1
0
40
0
156
57
140
90
2
1
0
0
1
1
40
0
171
70
100
90
1
1
0
0
1
1
40
0
152
54
135
89
3
2
0
0
1
1
40
1
180
73
120
80
1
1
0
0
1
0
40
0
164
73
120
80
1
1
1
1
1
1
40
1
176
70
110
70
1
1
1
0
1
0
40
0
163
71
90
60
1
1
0
0
0
1
40
1
171
111
130
90
1
1
0
0
0
1
40
1
178
70
140
80
1
1
0
0
0
1
40
0
149
47
120
80
1
1
0
0
1
0
40
0
166
63
110
80
1
1
0
0
1
0
40
0
168
73
110
70
1
1
0
0
1
0
40
1
174
86
100
60
1
1
0
0
1
1
40
0
169
93
120
80
2
1
0
0
1
0
40
1
164
60
120
80
1
1
0
0
1
0
40
0
168
86
110
70
1
1
0
0
1
0
40
0
160
58
100
60
1
1
0
0
1
0
40
1
185
95
150
90
1
2
0
0
1
1
40
0
164
96
160
80
1
1
0
0
1
1
40
0
163
93
120
80
1
1
1
1
1
0
40
1
180
88
120
80
2
1
0
0
1
0
40
0
169
86
120
80
1
1
0
0
1
0
40
1
176
82
120
80
1
1
1
0
1
0
40
1
162
80
120
80
1
1
0
0
0
1
40
0
168
67
120
80
1
1
0
0
1
0
40
1
158
62
120
80
1
1
1
0
1
0
40
0
176
87
110
80
2
1
0
0
1
0
40
1
176
58
110
80
1
1
0
0
1
0
40
0
160
61
110
60
1
1
0
0
1
0
40
1
171
97
165
120
1
1
0
0
0
1
40
0
155
86
130
90
2
1
0
0
1
1
40
1
170
77
120
80
1
1
0
0
1
0
40
0
165
65
120
80
1
1
0
0
1
0
40
1
176
103
110
80
1
1
0
0
0
0
40
1
171
71
110
80
1
1
0
0
1
0
40
1
171
120
110
70
2
1
1
0
1
1
40
0
170
64
110
70
1
1
0
0
1
0
40
0
170
85
160
90
1
1
0
0
1
1
40
0
169
70
140
80
1
1
0
0
1
0
40
0
168
66
130
80
1
1
0
0
1
0
40
1
178
87
120
80
1
1
0
0
1
0
40
0
160
58
120
80
1
1
0
0
1
0
40
0
160
50
110
70
1
1
0
0
0
0
40
0
158
78
100
70
1
1
0
1
1
0
40
0
153
50
100
60
1
1
0
0
1
0
40
1
169
82
140
90
1
1
0
0
1
1
40
0
166
80
120
80
1
1
0
0
1
0
40
0
160
70
120
80
1
1
0
0
0
0
40
1
172
63
120
80
2
2
0
0
1
0
40
0
157
52
110
70
2
2
0
0
1
0
40
0
156
47
110
70
1
1
0
0
1
0
40
1
161
74
140
80
1
1
0
0
0
1
40
0
159
91
120
80
1
1
0
0
1
0
40
0
169
77
120
80
2
1
0
0
1
1
40
1
170
74
120
80
1
1
0
0
1
0
40
0
159
58
120
80
1
1
0
0
1
0
40
1
171
88
120
70
2
1
0
0
1
1
40
0
170
70
120
70
1
1
0
0
1
0
40
1
184
131
140
90
2
1
0
0
1
1
40
1
174
74
120
80
1
1
0
0
1
0
40
1
160
66
120
80
1
1
1
0
1
0
40
0
165
63
120
80
1
1
0
0
1
0
40
1
168
69
110
70
1
1
0
0
1
0
40
0
170
70
110
80
1
1
0
0
1
0
40
0
160
65
110
80
1
1
0
0
1
0
40
1
176
87
100
80
1
1
0
0
1
0
40
0
160
59
110
70
1
1
0
0
1
0
40
0
158
53
110
70
1
1
0
0
1
0
40
0
150
79
140
100
1
2
0
0
0
1
40
0
159
104
130
85
1
3
0
0
0
0
40
0
168
81
120
80
2
2
0
0
1
0
40
0
172
71
120
80
1
1
0
0
1
1
40
0
155
55
110
80
1
1
0
0
1
0
40
0
160
65
110
70
1
3
0
0
0
0
40
1
171
68
100
70
1
1
0
0
1
0
40
0
162
76
130
80
1
1
0
0
0
1
40
0
162
72
110
70
1
1
0
0
1
0
40
1
169
57
110
70
1
1
0
0
1
0
40
0
158
54
110
70
1
1
0
0
0
0
40
1
174
92
160
100
1
1
0
0
1
1