age
int64
10.8k
23.7k
height
int64
57
250
weight
float64
10
200
ap_hi
int64
-150
14k
ap_lo
int64
-70
11k
gender
stringclasses
2 values
cholesterol
stringclasses
3 values
gluc
stringclasses
3 values
smoke
stringclasses
2 values
alco
stringclasses
2 values
active
stringclasses
2 values
target
stringclasses
2 values
19,739
155
55
100
70
1
1
1
0
0
1
0
22,003
164
68
130
90
1
1
1
0
0
1
1
20,528
160
54
130
90
1
1
1
0
0
1
0
16,651
174
71
120
80
2
1
1
1
0
1
0
15,858
173
75
120
80
2
1
1
0
0
1
0
19,132
166
59
130
70
2
1
1
0
0
1
1
19,659
164
80
130
90
1
1
1
1
0
1
1
15,927
172
78
160
100
2
1
1
0
0
0
1
22,158
164
92
90
70
1
1
1
0
0
1
1
21,753
147
59
150
80
1
1
1
0
0
1
1
18,866
175
65
120
80
1
1
1
0
0
1
0
19,607
163
62
90
70
1
1
1
0
0
1
0
19,491
162
68
120
80
2
1
1
0
1
1
1
17,413
168
72
140
90
1
2
1
0
0
1
1
23,388
172
68
140
1,000
2
1
1
0
0
1
1
16,661
180
91
140
90
2
3
3
0
0
1
1
16,928
160
58
110
80
1
1
1
0
0
1
0
16,054
168
75
90
60
1
1
1
0
0
1
0
23,399
176
85
140
100
2
3
1
0
0
0
1
22,610
164
82
140
87
1
1
1
0
0
1
1
22,894
162
63
120
80
1
3
3
0
0
1
0
18,091
165
64
120
9
2
1
1
0
0
1
0
20,436
152
50
120
70
1
2
1
0
0
1
0
22,412
154
79
130
90
1
1
1
0
0
1
1
18,054
168
89
120
80
2
1
1
0
0
0
0
18,180
157
60
130
100
1
1
1
0
0
1
1
23,391
159
61
120
80
1
1
1
0
0
1
1
20,162
164
62
130
90
1
1
1
0
0
1
0
15,938
170
68
120
80
1
1
1
0
0
0
0
20,414
160
99
130
80
1
2
1
0
0
1
1
18,087
166
130
130
70
1
2
3
1
0
1
0
16,558
161
69
120
80
1
1
1
0
0
1
0
23,488
166
69
120
80
1
1
1
0
0
1
1
17,339
162
65
140
90
1
1
1
0
0
0
1
18,462
158
62
150
90
1
2
1
0
0
1
1
21,119
165
65
130
80
1
1
1
0
0
1
1
22,028
175
75
185
120
2
3
3
0
0
1
1
21,183
168
65
80
120
2
1
3
0
0
1
1
18,194
166
78
120
80
1
1
1
0
0
0
0
21,944
170
90
110
80
2
2
2
0
0
0
1
14,371
165
72
100
80
2
3
3
0
0
1
0
14,587
161
71
120
80
1
1
1
0
0
0
0
20,645
165
68
120
80
1
1
1
0
0
1
0
21,942
169
70
150
80
1
1
1
0
0
1
1
19,871
154
54
120
80
1
1
1
0
0
1
0
14,620
158
73
120
80
1
2
1
0
0
1
0
19,880
158
85
110
70
1
1
1
0
0
1
0
21,294
152
42
160
90
1
1
1
0
0
1
1
18,086
167
65
120
80
1
1
3
0
0
0
0
15,151
171
74
140
90
2
1
1
0
0
1
1
15,910
173
84
110
70
2
1
1
1
0
1
0
15,983
160
94
140
90
1
1
1
0
0
0
1
15,258
175
83
100
60
1
1
1
0
0
1
0
20,516
162
82
120
60
1
3
3
0
0
1
0
21,094
154
62
120
80
1
1
1
0
0
0
0
16,636
158
60
120
90
1
1
1
0
0
1
0
19,707
160
56
150
80
1
1
1
0
0
1
1
15,377
165
87
110
70
1
2
2
0
0
1
0
19,429
167
85
130
90
1
2
1
0
0
1
1
16,067
174
84
80
120
1
1
1
0
0
1
0
21,428
170
69
120
80
1
1
1
0
0
0
0
19,222
168
71
110
80
1
1
1
0
0
1
0
23,500
165
75
110
70
2
1
1
0
0
0
1
17,531
157
73
120
80
1
1
1
0
0
1
0
19,637
162
66
110
70
2
1
1
0
0
1
0
21,946
176
79
180
90
2
2
2
0
0
1
1
18,196
158
63
90
60
1
1
1
0
0
1
0
21,184
166
70
120
80
1
1
1
0
0
1
1
22,663
166
64
130
80
1
1
1
0
0
0
0
23,242
159
92
170
1,000
1
1
1
0
0
1
1
23,188
152
69
120
79
1
1
1
0
0
1
1
17,482
157
67
160
90
1
1
1
0
0
1
1
19,672
178
87
140
90
2
3
3
0
0
1
1
18,959
157
58
150
90
1
1
1
0
0
1
1
19,027
172
75
140
90
2
1
1
1
0
1
1
16,846
162
58
120
80
1
1
1
0
0
1
1
18,798
162
54
110
80
2
1
1
0
0
1
0
18,310
161
78
130
80
1
1
1
0
0
1
1
21,944
160
95
140
80
1
1
1
0
0
1
1
18,261
160
58
120
80
1
1
1
0
0
1
1
20,588
147
50
100
70
1
2
1
0
0
1
0
18,343
176
89
120
80
2
1
1
0
0
1
0
21,792
173
74
150
90
2
1
1
0
0
1
1
14,696
165
56
120
80
1
1
1
0
0
0
0
18,865
164
91
150
90
1
1
1
0
0
1
1
15,174
173
79
140
90
2
3
1
0
0
0
1
20,661
168
60
130
80
2
2
1
0
0
0
1
18,222
162
56
120
80
2
1
1
0
0
1
0
23,277
168
87
120
80
2
1
1
0
0
0
1
20,469
169
82
105
80
1
1
1
0
0
1
0
14,729
168
65
120
80
2
1
1
0
0
1
0
16,782
170
92
140
90
2
1
1
1
0
0
0
18,324
174
54
120
80
2
2
2
0
0
1
1
19,011
180
104
120
80
2
2
2
1
0
1
0
15,379
176
92
130
90
2
2
1
0
0
1
1
15,335
165
65
110
70
1
1
1
0
0
1
0
15,992
174
93
140
90
2
1
1
0
0
1
1
20,336
167
60
180
1,100
1
2
1
0
0
1
1
15,977
159
82
140
90
1
3
1
0
0
1
0
22,660
170
70
120
80
1
1
1
0
0
1
1