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
22,571
167
74
15
-70
1
1
1
0
0
1
1
15,063
168
68
120
80
1
1
1
0
0
0
1
21,127
163
54
120
80
2
1
1
1
0
1
0
19,007
167
63
120
80
2
1
1
0
0
1
0
17,668
171
85
130
80
2
3
1
1
0
1
1
20,410
178
87
120
80
1
1
1
0
0
0
1
20,914
158
64
170
100
1
1
1
0
0
0
1
18,019
165
70
120
80
2
1
1
0
0
1
1
18,210
164
68
120
80
1
1
1
0
0
1
0
23,346
170
67
130
80
1
1
1
0
0
0
1
21,899
160
65
120
80
1
3
3
0
0
1
0
15,910
166
103
120
80
1
2
1
0
0
1
0
20,425
165
70
120
80
2
1
1
0
0
1
1
16,719
149
68
125
90
1
1
1
0
0
1
0
19,797
153
78
160
100
1
1
1
0
0
1
1
17,524
162
90
150
100
2
3
1
0
0
1
0
21,377
156
79
130
80
1
1
1
0
0
1
1
19,640
164
50
120
80
1
1
2
1
0
1
0
18,430
169
73
120
80
1
1
1
0
0
1
0
14,683
164
68
120
80
1
1
1
0
0
1
0
21,957
168
64
120
80
1
2
1
0
0
1
0
17,220
157
53
130
90
1
2
1
0
0
1
0
17,464
170
69
120
80
2
1
3
1
1
0
1
18,285
165
68
120
80
1
1
1
0
0
1
0
22,152
156
86
120
80
1
1
3
0
0
0
1
21,769
156
76
150
90
1
1
1
0
0
1
0
17,556
175
85
140
80
2
2
1
0
0
1
1
21,167
170
81
140
90
2
1
1
1
1
1
1
16,813
163
60
120
80
2
1
1
0
0
1
0
18,168
163
97
140
90
1
3
1
0
0
1
1
19,621
155
73
120
80
1
1
1
0
0
1
0
21,201
153
90
120
80
1
1
1
0
0
1
1
19,720
156
69
120
80
1
1
1
0
0
1
0
19,544
157
62
140
90
1
1
1
0
0
1
1
14,516
159
82
120
80
1
1
1
0
0
1
0
20,902
158
63
140
80
1
1
1
1
0
1
1
18,760
165
70
170
1,100
1
1
1
0
0
0
1
17,592
182
113
130
90
2
1
1
1
1
1
1
15,255
180
75
100
70
2
1
1
1
1
0
0
19,994
165
68
120
80
1
1
1
0
0
0
0
22,332
147
100
140
90
1
3
2
0
0
0
1
15,390
170
73
120
80
1
1
1
0
0
1
0
19,734
165
64
120
80
1
3
3
0
0
1
1
17,365
157
80
160
90
1
2
1
0
0
1
1
21,324
164
64
120
80
1
1
1
0
0
1
0
18,802
137
94
140
90
1
2
1
0
0
1
1
20,290
155
55
115
60
1
1
1
0
0
0
0
19,472
187
76
150
90
2
1
1
1
1
1
1
18,884
165
69
140
90
1
1
1
0
0
1
0
21,862
154
72
131
73
1
3
3
0
0
0
0
23,240
148
59
125
70
1
1
1
0
1
1
1
21,321
182
89
120
80
2
1
1
1
0
1
0
19,169
155
85
120
80
1
3
1
0
0
1
1
14,631
157
55
120
80
1
1
1
0
0
0
0
20,355
168
81
150
90
1
2
1
0
0
1
1
22,477
163
103
120
80
2
1
1
0
0
1
1
21,865
154
88
110
70
1
1
1
0
0
1
0
23,299
174
89
155
85
2
1
1
0
0
1
1
19,234
173
89
120
80
2
2
1
0
0
1
1
16,782
162
60
120
80
1
1
1
0
0
0
0
21,137
170
71
120
80
2
1
1
0
0
1
0
21,245
159
82
180
110
1
3
1
0
0
1
0
19,787
164
73
100
70
1
1
2
0
0
1
1
22,045
165
103
120
80
1
1
1
0
0
1
1
16,767
160
105
130
80
1
1
1
0
0
0
1
21,222
169
68
140
90
1
1
1
0
0
1
1
23,382
165
79
140
80
1
1
1
0
0
1
0
21,029
165
63
120
80
2
1
1
0
0
1
0
17,273
159
81
131
85
1
3
1
0
0
1
1
15,370
178
78
110
70
2
1
1
0
0
1
0
20,522
160
100
130
80
1
1
1
0
0
1
0
20,529
156
44
130
90
1
2
1
0
0
1
1
22,607
148
72
140
90
1
1
1
0
0
1
1
19,090
170
89
120
80
2
1
1
0
0
1
0
14,825
174
73
130
90
1
1
1
0
0
1
1
20,533
171
70
110
70
2
1
1
1
0
1
0
23,133
163
65
120
70
1
3
1
0
0
0
1
16,831
156
75
120
80
1
2
2
0
0
1
0
18,126
175
75
120
80
2
1
1
0
0
1
0
19,819
162
55
149
90
2
1
1
0
0
1
1
21,754
165
52
110
80
1
1
1
0
0
1
0
19,694
170
97
130
80
2
1
1
0
0
1
0
15,204
168
65
100
60
1
1
1
0
0
1
0
17,781
165
69
140
90
1
1
3
0
0
1
1
17,449
155
70
125
80
1
1
1
0
0
0
0
14,641
180
90
130
70
2
1
1
0
0
1
0
16,863
170
84
140
80
2
1
2
0
0
1
1
16,783
170
67
140
90
2
2
1
0
0
0
0
17,533
177
86
120
80
2
1
1
0
0
1
0
20,303
168
55
120
80
2
1
1
0
0
1
1
19,959
166
65
110
60
1
1
1
0
0
1
0
19,765
160
80
130
70
1
2
1
0
0
1
0
18,281
159
99
120
80
1
2
1
0
0
0
0
18,864
155
62
140
80
1
1
1
0
0
1
1
19,821
158
89
140
90
1
1
1
0
0
1
1
16,100
176
140
160
90
2
1
1
0
0
1
1
21,174
173
75
120
80
2
1
1
0
0
0
1
14,755
168
75
110
80
1
1
1
0
0
1
0
15,171
172
91
120
80
2
1
1
0
0
1
1
19,812
165
77
120
80
1
1
1
0
0
0
1