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
22,709
175
83
145
90
1
1
3
0
0
1
0
19,607
160
78
130
90
1
1
1
0
0
1
1
21,903
175
77
150
100
2
2
2
0
0
1
1
23,450
145
50
120
80
1
1
1
0
0
1
1
20,508
173
91
140
90
2
1
1
0
1
1
0
21,275
165
69
110
60
1
1
1
0
0
1
1
23,219
157
80
140
90
1
3
2
0
0
1
1
18,805
175
75
160
90
2
1
1
1
1
1
1
16,466
156
85
140
100
1
1
1
0
0
1
1
21,174
160
58
130
80
1
1
1
0
0
1
0
18,859
176
89
160
100
2
1
1
0
0
0
1
23,482
156
87
140
70
1
1
1
0
0
1
1
19,718
166
64
100
60
1
1
3
0
0
1
1
14,549
163
74
110
70
1
1
1
0
0
1
0
22,727
170
72
160
100
1
1
1
0
0
1
1
21,914
168
70
130
60
2
1
1
0
0
1
0
22,534
166
90
120
80
2
1
1
1
0
0
1
19,964
174
65
120
80
2
1
1
0
0
1
1
19,537
172
104
140
80
2
1
1
0
0
0
1
22,042
156
81
200
100
1
2
2
0
0
1
1
20,558
155
65
140
90
1
3
1
0
0
1
1
20,649
170
69
130
80
1
1
1
0
0
1
1
21,784
162
56
120
80
2
1
1
0
0
1
0
21,022
172
113
120
80
2
1
1
0
0
1
1
20,348
162
45
100
70
1
1
1
0
0
0
0
19,500
165
70
120
80
1
1
1
0
0
0
1
18,260
154
69
124
76
1
1
1
0
0
1
0
16,846
165
60
100
70
1
1
1
0
0
1
0
23,280
154
58
140
90
1
1
1
0
0
1
1
18,136
183
128
180
100
2
1
1
0
0
1
1
16,045
164
60
100
60
1
1
1
0
0
0
0
17,655
162
86
110
70
1
1
1
0
0
1
0
22,553
170
83
140
100
2
1
1
0
0
1
1
21,891
170
81
130
90
2
1
1
0
0
1
1
21,923
156
63
150
90
1
1
1
0
0
1
1
18,113
160
60
130
90
2
2
1
0
0
0
1
17,479
172
78
140
90
2
2
2
1
0
1
1
18,244
167
70
100
80
2
1
1
1
0
1
0
21,924
166
69
140
90
2
3
1
1
0
1
1
19,781
151
62
125
80
1
2
1
0
0
1
0
15,947
160
70
140
90
2
1
1
0
0
0
1
16,133
162
70
120
80
1
1
1
0
0
1
0
19,630
161
181
180
1,100
1
2
1
0
0
1
1
19,568
160
87
160
100
1
1
2
0
0
1
1
18,177
169
71
141
90
2
2
1
0
0
0
1
20,253
153
75
120
80
1
1
1
0
0
1
0
19,622
153
55
90
60
1
1
1
0
0
1
0
20,913
157
79
140
80
1
1
1
0
0
1
0
16,102
159
96
170
110
1
1
1
0
0
1
1
16,634
160
66
110
70
1
2
1
0
0
1
0
21,839
159
92
130
90
1
3
1
0
0
1
0
20,462
173
97
140
80
2
1
1
0
0
1
1
20,317
160
80
100
70
1
1
1
0
0
0
0
19,712
176
80
120
80
2
1
1
0
0
0
0
20,627
168
78
140
90
2
2
1
1
0
1
1
20,488
168
60
120
80
1
1
1
0
0
1
0
21,791
167
78
120
70
1
1
1
0
0
1
0
19,205
175
82.4
130
90
2
2
1
1
1
1
1
23,236
163
76
130
80
2
1
1
1
1
1
0
16,650
155
107
120
70
1
1
1
0
0
1
0
19,578
154
67
130
90
1
2
1
0
0
1
1
20,356
164
56
120
80
1
1
1
0
0
1
0
19,745
152
72
110
80
1
3
3
0
0
0
0
19,549
162
59
140
90
1
1
1
0
0
1
1
16,099
174
76
120
80
2
1
1
0
0
1
0
22,527
155
85
140
90
1
1
3
0
0
1
0
14,369
176
109
120
80
2
1
1
1
0
1
0
20,549
150
83
120
70
1
1
1
0
0
1
1
23,418
154
56
110
80
1
2
1
0
0
1
1
23,447
158
66
120
80
1
3
1
0
0
1
1
21,217
152
87
120
80
1
1
3
0
0
1
1
19,792
178
100
120
80
2
1
1
0
0
1
1
21,798
158
65
130
80
1
2
2
0
0
1
1
21,762
156
79
110
70
1
1
1
0
0
1
1
20,700
160
60
120
80
1
3
3
0
0
1
1
15,569
156
64
140
90
1
3
1
0
0
0
1
19,808
164
65
120
80
1
1
1
0
0
1
0
15,875
150
70
140
90
1
1
1
0
0
1
1
14,570
173
80
120
80
2
1
1
0
0
1
0
20,498
159
69
120
80
1
1
1
0
0
1
0
16,516
174
70
150
100
2
1
1
0
0
1
0
20,606
163
62
130
90
1
1
1
0
0
1
0
21,042
174
80
110
70
1
1
3
0
0
1
0
18,941
165
81
120
80
2
3
1
0
0
0
1
19,220
169
66
120
81
1
1
1
0
0
0
1
21,130
160
70
140
90
1
1
1
0
0
0
0
15,420
157
62
110
80
1
1
1
0
0
1
0
21,985
156
65
140
90
1
1
1
0
0
1
1
17,608
165
76
140
90
1
3
3
0
0
1
0
21,829
158
55
128
80
2
1
1
0
0
1
0
19,195
175
83
150
90
2
1
1
1
1
0
0
21,734
173
78
150
110
1
1
1
0
0
1
1
17,459
158
68
120
90
1
1
1
0
0
0
0
21,921
171
78
140
80
2
3
2
1
1
1
1
20,562
163
80
140
100
1
3
1
0
0
1
1
22,070
168
68
140
80
1
1
1
0
1
1
1
20,239
157
78
110
70
1
1
2
0
0
0
0
17,308
168
65
110
70
2
1
1
0
0
1
1
16,279
167
72
120
80
2
1
1
1
0
1
0
17,463
157
90
120
60
1
2
1
0
0
1
0