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
16,826
170
100
130
90
2
1
1
0
0
0
0
23,333
166
74
130
90
1
1
1
0
0
0
1
18,721
153
81
110
70
1
1
1
0
0
1
1
21,790
167
72
180
100
1
1
1
0
0
1
0
16,829
171
70
120
70
2
1
1
0
0
1
0
21,383
170
78
120
80
1
1
1
0
0
1
0
18,987
158
63
140
90
1
1
1
0
0
1
1
20,501
175
82
120
80
1
3
3
0
0
0
1
17,638
164
72
150
90
1
1
1
0
0
1
1
22,497
160
64
160
90
1
1
1
0
0
1
1
15,172
177
100
120
90
2
1
1
0
0
1
0
21,957
168
90
120
80
2
3
3
0
0
1
1
17,676
151
100
120
80
1
1
1
0
0
0
1
19,109
178
84
130
90
2
3
1
0
0
1
1
18,866
156
57
120
80
1
2
1
0
0
1
0
19,681
162
84
140
90
1
1
2
0
1
0
1
18,973
164
77
110
80
1
1
1
0
0
1
0
15,889
152
53
120
80
1
1
1
0
0
0
0
23,483
162
56
120
80
1
1
1
0
0
1
0
19,628
172
104
140
80
2
3
1
0
0
1
1
18,741
159
59
140
80
1
2
1
0
0
1
1
15,364
155
58
110
80
1
1
1
0
0
1
0
20,260
165
65
120
80
2
1
1
1
0
1
0
17,406
160
65
120
80
1
1
1
0
0
1
0
23,188
164
102
160
90
2
3
3
0
0
1
1
19,753
158
50
120
80
1
1
1
0
0
1
0
20,290
176
78
120
80
2
1
1
0
1
1
0
15,385
165
72
120
70
1
2
3
0
0
0
0
17,502
170
68
120
80
2
1
1
0
0
0
0
14,616
159
43
110
70
1
1
1
0
0
1
0
18,120
164
78
130
90
2
1
1
0
0
0
1
20,572
170
58
120
80
1
1
1
0
0
1
1
20,262
167
66
120
80
1
1
1
0
0
0
0
14,400
165
72
150
80
1
1
1
0
0
0
1
23,376
165
75
120
80
2
1
1
0
0
1
1
21,984
172
80
130
80
2
1
1
1
1
1
1
20,290
159
76
100
70
1
1
1
0
0
0
0
18,795
164
89
150
90
1
3
1
0
0
1
1
17,316
148
77
150
90
1
2
1
0
0
1
1
23,224
167
67
130
90
2
1
1
1
0
1
1
21,939
170
70
120
80
2
1
1
0
0
1
1
22,084
168
68
130
80
2
1
1
0
0
1
1
19,689
162
74
120
80
1
3
3
0
0
1
1
19,996
168
70
100
80
1
1
1
0
0
1
1
20,594
157
67
90
60
1
2
1
0
0
1
0
21,823
172
69
170
90
2
1
1
1
0
1
1
22,561
168
130
180
100
1
2
2
0
0
1
1
18,280
156
86
120
80
1
1
1
0
0
1
0
21,233
160
63
110
70
1
1
1
0
0
1
0
18,271
167
98
130
90
1
1
1
0
0
1
0
18,555
161
55
120
80
1
1
1
0
0
1
0
15,419
176
78
120
80
2
1
1
0
0
0
0
15,040
166
53
140
90
2
1
1
0
0
1
1
16,061
150
60
110
80
1
1
1
0
0
1
1
20,347
162
92
130
90
1
1
1
0
0
1
1
20,965
160
63
120
80
1
1
1
0
0
1
0
18,186
178
99
170
90
2
1
1
0
0
1
1
18,075
158
58
140
90
1
1
1
0
0
0
1
22,696
173
66
110
80
2
1
1
0
0
0
0
19,708
160
58
120
80
1
1
1
0
0
1
0
18,083
162
107
150
90
1
2
3
0
0
0
1
17,607
169
72
100
70
2
1
1
1
0
1
0
23,388
156
75
180
110
1
1
1
0
0
1
1
20,516
164
58
120
80
1
1
1
0
0
1
1
17,593
163
93
110
80
1
1
1
0
0
1
1
18,864
170
70
120
80
2
1
1
0
0
1
0
18,147
160
69
135
95
2
2
1
1
0
0
1
17,719
180
80
120
80
2
2
1
0
0
1
0
21,219
158
58
110
80
1
1
1
0
0
1
1
19,737
168
98
120
80
2
1
2
0
1
1
1
21,636
170
89
150
90
1
1
1
0
0
1
1
19,679
165
60
120
80
1
1
1
0
0
0
0
17,495
170
67
120
80
1
1
1
1
0
1
0
14,591
162
70
90
60
1
1
1
0
0
0
0
19,410
163
63
120
80
1
3
3
0
0
0
1
16,830
165
60
120
80
1
1
1
0
0
1
0
21,199
166
84
160
90
2
1
1
0
0
1
1
20,312
167
68
120
90
1
3
3
0
0
0
0
15,991
169
80
130
80
2
1
1
0
0
1
0
21,401
172
76
150
1,000
2
1
1
0
0
1
1
21,725
164
90
130
90
2
3
3
0
1
1
1
21,742
156
100
140
10
1
1
1
0
0
1
0
20,595
168
74
120
80
1
1
1
0
0
0
1
21,982
166
60
100
80
1
1
1
0
0
1
0
23,218
159
70
130
80
1
3
3
0
0
0
1
20,606
161
83
150
90
1
1
1
0
0
1
1
21,927
155
65
130
90
2
2
1
0
0
0
0
18,471
165
55
110
70
1
1
1
0
0
1
0
19,650
163
75
200
1,200
1
2
2
0
0
1
1
19,639
164
91
110
80
1
1
1
0
0
1
0
21,345
164
54
120
80
1
1
1
0
0
1
0
18,388
165
72
130
90
2
3
3
0
0
0
0
20,366
165
68
120
80
1
1
1
0
0
1
1
18,839
158
72
120
80
1
1
1
0
0
1
0
16,048
166
72
140
90
2
1
1
0
0
0
0
21,323
162
64
120
80
1
1
1
0
0
1
1
23,155
170
76
160
90
2
1
1
0
0
0
1
23,280
163
76
128
80
1
1
1
0
0
0
1
15,882
170
78
120
80
2
1
1
1
1
0
0
22,082
165
66
140
80
1
1
1
0
0
0
1